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Psychosocial stressors related to German reunification in
1989/1990 and the development of cardiovascular risk
factors and cardiovascular diseases in the former German
Democratic Republic
Journal: BMJ Open
Manuscript ID: bmjopen-2015-008703
Article Type: Research
Date Submitted by the Author: 07-May-2015
Complete List of Authors: Bohley, Stefanie; Institute of Medical Epidemiology, Biostatistics and Informatics, Kluttig, Alexander; Institute of Medical Epidemiology, Biostatistics and Informatics, Werdan, Karl; Department of Medicine III, Nuding, Sebastian; Department of Medicine III, Greiser, Karin Halina; Division of Cancer Epidemiology, Kuss, Oliver; German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich-Heine-University, Institute of Biometrics and Epidemiology
Markus, Marcello; Institute for Community Medicine, Schmidt, Carsten; Institute for Community Medicine, Völzke, Henry; Institute for Community Medicine, University Medicine Greifswald Krabbe, Christine; Institute for Community Medicine, Haerting, Johannes; Institute for Biometrics and Epidemiology, German Diabetes Center,
<b>Primary Subject Heading</b>:
Cardiovascular medicine
Secondary Subject Heading: Epidemiology
Keywords: Cardiac Epidemiology < CARDIOLOGY, EPIDEMIOLOGY, SOCIAL MEDICINE
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Psychosocial stressors related to German reunification in 1989/1990 and the 1
development of cardiovascular risk factors and cardiovascular diseases in the 2
former German Democratic Republic 3
4
Stefanie Bohley1 (Corresponding Author) 5
Institute of Medical Epidemiology, Biostatistics and Informatics, Martin-Luther-6
University Halle-Wittenberg 7
Magdeburgerstraße 8, 06112, Halle (Saale), Germany 8
E-Mail: [email protected] Telephone: +49 345 557 35 79 9
10
Alexander Kluttig1, Karl Werdan2 , Sebastian Nuding2 , Karin Halina Greiser3 , Oliver 11
Kuss4, Marcello Ricardo Paulista Markus5 , Carsten Oliver Schmidt5 Henry Völzke5 , 12
Christine Krabbe5, Johannes Haerting1 13
14
1 Institute of Medical Epidemiology, Biostatistics and Informatics, Martin-Luther-15
University Halle-Wittenberg, Halle (Saale), Germany 16
2 Department of Medicine III, Martin-Luther-University Halle-Wittenberg, Halle 17
(Saale), Germany 18
3 Division of Cancer Epidemiology, German Cancer Research Centre, Heidelberg, 19
Germany 20
4 Institute for Biometrics and Epidemiology, German Diabetes Center, Leibniz 21
Institute for Diabetes Research at Heinrich Heine University, Düsseldorf, Germany 22
5 Institute for Community Medicine, University of Greifswald, Greifswald, Germany 23
24
25
Keywords: Psychosocial stressors, Cardiovascular diseases, Cardiovascular risk 26
factors, Social Change, German Reunification 27
28
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Abstract 1
Objectives: 2
The aim of this study was to examine the relationship between changes in 3
psychosocial stressors associated with German reunification and cardiovascular 4
effects. We hypothesised that higher levels of psychosocial stress related to German 5
reunification, were associated with an increase in cardiovascular risk factors and 6
cardiovascular diseases. 7
Design: Cross-sectional data from two cohort studies in East Germany were used: 8
Cardiovascular Disease, Living and Ageing in Halle Study (CARLA) and Study of 9
Health in Pomerania (SHIP). 10
Setting: Two populations in the eastern part of Germany. 11
Participants: CARLA study: 1.779 participants aged 45 to 83 at baseline (812 12
women), SHIP study: 4.308 aged 20 to 79 at baseline (2.193 women). 13
Primary and secondary outcome measures: Psychosocial stressors related to 14
reunification were operationalised by the Reunification Stress Index (RSI; scale from 15
0 to 10). This index was composed of questions that were related to changes in 16
psychosocial stressors (occupational, financial, and personal) after reunification. To 17
examine the associations between the RSI and each stressor separately with 18
cardiovascular risk factors and CVD, regression models were used. 19
Results: RSI was associated with CVD in women (RR=1.15, 95% CI=1.00-1.33). 20
Cardiovascular risk factors were associated with RSI for both men and women with 21
strongest associations between RSI and diabetes in women (RR=1.10, 95% CI=1.01-22
1.20) and depressive disorders in men (RR=1.15, 95% CI =1.07-2.77). The change in 23
occupational situation related to reunification was the major contributing psychosocial 24
stressor. We observed a strong association with CVD in women who experienced 25
occupational deterioration after reunification (RR=4.04, 95% CI =1.21-13.43). 26
Conclusion: Psychosocial stressors changed during reunification and have favoured 27
cardiovascular risk factors and CVD. The associations were stronger in women than 28
in men. An explanation for these findings could be that women were more often 29
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affected by unemployment after reunification. Morbidity and mortality follow-up of 1
both cohorts could enhance the results. 2
3
Strengths and limitations of this study 4
• This study is the first to analyse psychosocial stressors that changed through 5
a transition with direct reference to cardiovascular outcomes on an individual 6
basis. 7
• Furthermore, both studies are representative samples and the assessment of 8
the data are highly standardized and in agreement with other German and 9
international studies. 10
• Regarding the study population, we cannot rule out the possibility of a 11
selection bias. 12
• The analysis faces the usual restrictions of a cross-sectional design: to 13
determine the causality, a longitudinal design would be required. 14
• Additionally, we cannot exclude that outcomes like depressive disorders or 15
hypertension already persisted before reunification. Therefore, the direction of 16
causality cannot be established for most of the outcomes. However, the 17
exposure RSI refers to a fixed event in the past (German reunification) so we 18
can assume a chronological order of exposure and disease outcomes MI and 19
stroke. 20
21
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Introduction 1
Mortality from cardiovascular diseases (CVD) has decreased in the last century in 2
European countries. However, an east-west gradient of higher mortality in central and 3
eastern European countries is still present.1,2 After the epochal process of the 4
societal transition starting in 1989/90 in Central and Eastern Europe and the former 5
Soviet Union, these discrepancies increased enormously.3-6 Studies have described 6
possible causes for the increase in cardiovascular mortality after the collapse of the 7
socialist and communistic regimes.7-9 Some authors have particularly emphasized 8
the importance of psychosocial stressors on the increase in cardiovascular mortality 9
after the social change.10-13 10
It has been repeatedly shown that psychosocial stressors (e.g. job strain, social 11
isolation, depression, critical life events) can contribute to the development of CVD.14 12
The political, social, and economic changes in the German Democratic Republic 13
(GDR), the so-called “reunification”, brought serious changes in requirements and 14
fully modified the societal environment of the inhabitants. Reunification was a 15
population-based critical life event, which entailed other critical life events.15,16 16
The implications of psychosocial stressors during the process of a social transition as 17
a form of social change are still unclear. As such, some researchers requested 18
further investigations to better understand the links between social change, 19
psychosocial stressors, health behaviour, and the resulting impacts on health.6,11 The 20
aim of this study was to examine the relationship between changes in psychosocial 21
stressors associated with German reunification and cardiovascular effects. We 22
hypothesised that higher levels of psychosocial stress related to this critical life event, 23
i.e. reunification, were associated with an increase in cardiovascular risk factors and 24
CVD. 25
Methods 26
Study design and study population 27
This study was based on cross-sectional data from the baseline assessment of two 28
cohort studies in East Germany: the Cardiovascular Disease, Living and Ageing in 29
Halle Study (CARLA) in Saxony-Anhalt (2002-2006)17 and the Study of Health in 30
Pomerania (SHIP) (1997-2002)18. We combined the cohorts for two reasons: firstly, 31
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these cohorts are the only once that assessed psychosocial stressors related to 1
reunification, secondly, to increase the sample size. Both studies drew random 2
samples from mandatory lists. Data collection included a standardised, computer-3
assisted interview, questionnaires and a physical examination by trained study 4
nurses. Written informed consent was obtained upon enrolment. Both studies were 5
approved by the local ethical committees of the associated medical schools. The 6
response proportion was 64% for CARLA and 69% for SHIP. The CARLA study 7
population comprised 1.779 participants aged 45 to 83 at baseline (812 women). The 8
number of subjects participating in the SHIP study was 4.308 aged 20 to 79 at 9
baseline (2.193 women). For this study, we excluded participants who had a 10
diagnosis of myocardial infarction (MI) and/or stroke that predated 1990 (N=123), had 11
not resided in the former GDR (N=120), were unoccupied before 1990 (N=1.701), 12
who were <=16yrs in 1990 (N=94), or those for whom data were missing on the 13
components of the Reunification Stress Index (RSI) (N=148). In total the study size 14
comprised N=3.901. 15
Reunification Stress Index 16
We operationalised the psychosocial stressors related to reunification through the 17
RSI. The index was computed based on the answers obtained by the following three 18
questions: “Has your occupational situation changed since reunification (since 19
1990)?”, “Has your financial situation changed since reunification (since 1990)?”, and 20
“Has your personal situation (e.g. your personal contacts with friends or relatives) 21
changed since reunification (since 1990)?” The possible answers differed between 22
the studies: CARLA: 1=greatly improved, 2=improved, 3=no change, 4=deteriorated, 23
5=greatly deteriorated, SHIP: 1=improved, 2=no change, 3=deteriorated. The 24
indicators were added into a total sum. We computed the mean of the indicators for 25
each participant. RSI was calculated and standardised to a scale from 0 to 10 to 26
make it comparable between the studies with the following formula: RSI=(mean-27
1)*10/range of the mean (mean: mean of the items of any particpants;1: minimum 28
value of the mean; 10: chosen maximum value of the RSI; range of the mean was in 29
CARLA=4 and in SHIP=2). Values less than 5 indicate an improvement in 30
psychosocial factors after reunification, a value of 5 indicates no changes in 31
psychosocial factors after reunification, and values higher than 5 indicate a 32
deterioration in psychosocial factors after reunification. The RSI was externally 33
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validated by an independently conducted interview of 19 participants of the CARLA 1
cohort. Furthermore, we also analysed the questions of the RSI separately in order to 2
estimate the proper effect of each psychosocial stressor (occupational, financial, and 3
personal) on the outcomes. 4
Cardiovascular diseases and cardiovascular risk factors 5
Prevalent MI and stroke were defined as self-reported physician’s diagnoses. 6
Coronary heart disease (CHD) was defined as the presence of MI, and/or self-7
reported coronary artery bypass surgery, and/or self-reported percutaneous coronary 8
intervention. CVD was defined as CHD and/or self-reported physician-diagnosed 9
stroke, and/or carotid surgery. Hypertension was defined as mean systolic blood 10
pressure greater or equal to 140 mmHg, and/or mean diastolic blood pressure 11
greater or equal to 90 mmHg, and/or use of antihypertensive medication according to 12
the Anatomical Therapeutic Chemical Classification System. For high-risk drinking in 13
men, we used a cut-off of >30 mg alcohol/day and in women a cut-off of >20 mg 14
alcohol/day.19 Body mass index (BMI) was calculated as kg/m2. The definition of 15
diabetes mellitus was based on self-reported physician’s diagnosis (yes/no). Smoking 16
behaviour was grouped as yes (current smoker and ex-smoker) or no (never 17
smoker). Laboratory analyses of non-fasting venous blood samples included serum 18
total cholesterol in mg/dL. In CARLA, the Centre for Epidemiological Studies 19
Depression scale (CES-D) was used to assess depressive disorders.20 This 20-item 20
scale asks respondents to evaluate how often (“rarely or never” to “most or all of the 21
time”) in the last week they had experienced a symptom. We used a cut-off of ≥ 23 22
points to define depressive disorders. 21 The presence of psychiatric disorders in the 23
SHIP cohort was assessed using the Composite International Diagnostic-Screener 24
(CID-S), a 12-item self-reported questionnaire which covers psychiatric diagnoses 25
according to DSM-IV.22 The CID-S also covers depressive disorders. The screening 26
questions for depressive disorders included the following two items: “Feelings of 27
sadness or depressed mood for a period of at least two weeks” and “Lack of interest, 28
tiredness, or loss of energy for a period of at least two weeks”. Participants who 29
answered positively to both questions were classified as having depressive disorders. 30
Educational level was composed of school and vocational education and categorised 31
into three levels: low (no or intermediate secondary school leaving certificate without 32
a completed vocational qualification), moderate (intermediate secondary school 33
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leaving certificate and vocational training), and high (upper secondary school leaving 1
certificate degree and/or a completed university degree). Details of definitions of the 2
variables are given in the respective design papers.17,18 3
Statistical analyses 4
For MI and stroke, time-to-event data were available. The beginning of the time count 5
was 1990. To examine the association between the RSI and the events MI and 6
stroke, we estimated hazard ratios (HR) and corresponding 95% confidence intervals 7
by running proportional hazard regressions. Persons without an event were 8
censored. The association of RSI with dichotomous outcomes CVD, CHD and 9
cardiovascular risk factors (hypertension, diabetes, smoking, and depressive 10
disorders) was examined by running log-binomial regression models to estimate 11
relative risks (RR) and corresponding 95% confidence intervals. In case of non-12
convergence of the models, we used Poisson regression with robust variance. For 13
the associations between the RSI and continuous metric outcomes (BMI, cholesterol, 14
and alcohol) linear regression models were applied to obtain the regression 15
coefficient beta (β) and corresponding 95% confidence intervals. To estimate the 16
association between any single psychosocial stressor (occupational, financial, and 17
personal) and cardiovascular diseases and/or cardiovascular risk factors, we used 18
the same regression models as described above. The reference group was 19
composed of those participants who experienced an improvement after reunification. 20
We checked the model assumptions by visual inspection of residual plots. Model 21
assumptions were fulfilled. We identified minimally sufficient adjustment sets (MSAS) 22
to estimate the total effect by using causal diagrams that represent the relationships 23
between exposure, outcome, and other covariables.23 Causal diagrams resulted in a 24
MSAS which contains sex, age, study and education. We tested interaction effects 25
for study*RSI, education*RSI, and age*RSI. However, no significant interaction 26
effects were found. We stratified all analyses by sex. All analyses were done with 27
SAS, version 9.3. (SAS Institute, Cary, NC, USA) 28
Results 29
51.9% of the 3.901 study participants were male. The CARLA participants were 30
older, had more cardiovascular risk factors and cardiovascular diseases than the 31
SHIP participants, except for smoking, alcohol consumption, depressive disorders, 32
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and education. In total, men had more cardiovascular diseases and cardiovascular 1
risk factors then women, except for BMI, education, and depressive disorders. The 2
mean value of the RSI was 4.8 (SD=2.4) for men and 4.9 (2.4) for women. The 3
majority of the participants had an RSI less than 5 (men 46.2%, women 42.9%). 4
34.6% of the men and 36.1% of the women underwent a deterioration in 5
psychosocial stressors after reunification. The RSI was highest in the age-group of 6
45-<55 years for both men and women (5.3 (2.4); 5.4 (2.3)). The change in 7
occupational situation related to reunification was the major contributing psychosocial 8
stressor. We observed a deterioration in the occupational situation after reunification 9
in 37.0% (men) and 38.3% (women). An improvement was reported in 31.9% of the 10
male and 28.5% of the female participants. The majority reported an improvement in 11
their financial situation (men: 55.7; women: 49.4) and no changes in the personal 12
situation after reunification (men: 65.6; women: 71.6). 13
14
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Table 1: Characteristics of the study participants, stratified by sex and study 1
CARLA SHIP TOTAL
Men
(n=703)
Women
(n=565)
Men
(n=1298)
Women
(n=1335)
Men
(n=2001)
Women
(n=1900)
Age
Mean (SD)
24 - <45 (n)
45 - <55 (n))
55 - <65 (n)
65 - <75 (n)
>=75 (n)
61.3 (8.5)
-
205
248
204
46
59.0 (7.0)
-
197
237
130
1
46.9 (12.3)
591
301
301
94
11
43.6 (11.1)
667
366
262
35
5
51.9 (13.0)
591
506
549
298
57
48.8 (12.1)
667
563
499
165
6 Ag
e g
rou
p
CV
D
MI; n (%) 42 (6.0) 7 (1.2) 30 (2.3) 5 (0.4) 72 (3.6) 12 (0.6)
Stroke; n (%) 20 (2.8) 9 (1.6) 10 (0.7) 8 (0.6) 30 (1.5) 17 (0.9)
CHD; n (%) 54 (7.7) 13 (2.3) 33 (2.5) 5 (0.4) 87 (4.3) 18 (1.0)
CVD; n (%)
69 (9.8) 22 (3.9) 41 (3.1) 13 (1.0) 110 (5.4) 35 (1.8)
Card
iova
sc
ula
r ri
sk
fac
tors
Hypertension; n (%) 534 (76.9) 377 (66.7) 784 (60.7) 455 (34.2) 1318 (66.1) 832 (43.8)
Smoker; n (%) 512 (72.8) 205 (36.3) 1011 (77.8) 739 (55.4) 1523 (76.1) 944 (49.7)
Diabetes; n (%) 83 (11.8) 62 (11.0) 80 (6.2) 57 (4.3) 163 (8.1) 119 (6.3)
High-risk drinking1; n (%) 157 (22.3) 27(4.8) 355 (27.3) 98 (7.3) 512 (25.6) 125 (6.6)
Depressive disorders; n
(%)
33 (4.9) 57 (10.3) 101 (7.8) 227 (17.1) 134 (6.8) 284 (15.1)
BMI; mean (SD) 28.2 (4.1) 28.5 (5.6) 27.8 (3.9) 26.7 (5.3) 27.9 (4.0) 27.2 (5.5)
Cholesterol; mean (SD) 208.7 (40.6) 220.6 (42.9) 227.9 (46.9) 220.2 (46.7) 220.3 (45.6) 221.2 (45.7)
Education
low; n (%)
middle; n (%)
high; n (%)
22 (3.1)
427 (60.7)
254 (36.1)
49 (8.7)
387 (68.5)
129 (22.8)
77 (5.9)
908 (70.0)
313 (24.1)
100 (7.5)
1012 (74.9)
254 (17.9)
99 (5.0)
1335 (66.8)
567 (28.3)
149 (7.9)
1382 (72.4)
369 (19.4)
Ex
po
su
re
RSI; mean (SD) 4.8 (1.6) 5.0 (1.5) 4.8 (2.7) 4.9 (2.7) 4.8 (2.4) 4.9 (2.4)
<5, n (%) =5; n (%) >5; n (%)
331 (47.1) 139 (19.8) 233 (33.1)
235 (41.6) 128 (22.7) 202 (35.8)
593 (45.7) 246 (19.0) 459 (35.4)
580 (43.5) 271 (20.3) 484 (36.3)
924 (46.2) 385 (19.2) 692 (34.6)
815 (42.9) 399 (21.0) 686 (36.1)
RSI by age group
24 - < 45; mean (SD) 45 - < 55; mean (SD) 55 - < 65; mean (SD) 65 - < 75; mean (SD) > 75; mean (SD)
- 5.3 (1.8) 4.9 (1.6) 4.4 (1.4) 4.8 (1.2)
- 5.4 (1.6) 4.8 (1.5) 4.9 (1.2) 3.3 (-)
4.5 (2.7) 5.3 (2.7) 5.2 (2.6) 3.8 (2.5) 2.4 (2.0)
4.6 (2.7) 5.4 (2.6) 5.1 (2.8) 3.7 (2.4) 2.6 (2.3)
4.5 (2.7) 5.3 (2.4) 5.1 (2.2) 4.2 (1.8) 4.3 (1.6)
4.6 (2.7) 5.4 (2.3) 5.0 (2.2) 4.6 (1.6) 2.8 (2.0)
Occupational situation
Improvement; n (%) No change; n (%) Deterioration; n (%)
211 (30.0) 264 (37.5) 228 (32.4)
143 (25.3) 230 (40.7) 192 (33.9)
411 (31.7) 375 (28.9) 512 (39.5)
398 (29.8) 402 (30.1) 535 (40.1)
622 (31.1) 639 (31.9) 740 (37.0)
541 (28.5) 632 (33.3) 727 (38.3)
Financial situation
Improvement; n (%) No change; n (%) Deterioration; n (%)
394 (56.1) 183 (26.0) 126 (17.9)
273 (48.3) 163 (28.9) 129 (22.8)
720 (55.5) 336 (25.9) 242 (18.6)
666 (49.9) 341 (25.5) 328 (24.6)
1114 (55.7) 519 (25.9) 368 (18.4)
939 (49.4) 504 (26.5) 457 (24.1)
Personal situation
Improvement; n (%) No change; n (%) Deterioration; n (%)
46 (6.5) 488 (69.4) 169 (24.0)
23 (4.1) 422 (74.7) 120 (21.2)
131 (10.1) 825 (63.6) 342 (26.4)
139 (10.4) 938 (70.3) 258 (19.3)
177 (8.9) 1313 (65.6) 511 (25.5)
162 (8.5) 1360 (71.6) 378 (19.9)
SD=standard deviation, BMI=body mass index, MI=myocardial infarction, CHD=coronary heart disease, CVD=cardiovascular 2
disease, cholesterol in mg/dL, alcohol in g/day; 1 High-risk drinking: >30 g alcohol per day for men, > 20 g alcohol per day for 3
women 4
5
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RSI and cardiovascular diseases and cardiovascular risk factors 1
In men, no association was found between the RSI and cardiovascular diseases. In 2
women, a positive association was found between the RSI and MI (HR=1.22 95% 3
CI=0.92-1.63), stroke (HR=1.17, 95% CI=0.93-1.47), and CVD (RR=1.15, 95% 4
CI=1.00-1.33). The RSI was associated with all cardiovascular risk factors for both 5
men and women (except high-risk drinking), e.g. per unit increase in RSI, the risk of 6
diabetes in women increased by 10% (RR 1.10, 95% CI=1.01-1.20). The strongest 7
association was seen in men between the RSI and depressive disorders (RR=1.15, 8
95% CI=1.07-1.24). However, the associations between the RSI and cardiovascular 9
risk factors were stronger in women than in men. 10
Table 2: Associations of RSI with cardiovascular diseases and cardiovascular risk 11
factors in men and women 12
Adjusted by education, study, age 13
BMI=body mass index, MI=myocardial infarction, CHD=coronary heart disease, CVD=cardiovascular disease, cholesterol in 14
mg/dL, alcohol in g/day, High-risk drinking: >30 g alcohol per day for men, > 20 g alcohol per day for women 15
16
Psychosocial stressors and CVD 17
We observed a strong association of CVD in women who reported a deterioration or 18
no change in their occupational situation after reunification compared with women 19
who reported an occupational improvement (RR=4.04, CI 95%=1.21-13.43 20
respectively 3.76, CI 95%=1.03-13.72) (Table 3). We found no associations between 21
other cardiovascular diseases and occupational, financial, and personal changes. 22
Men Women
crude adjusted crude adjusted
Card
iov
ascu
lar
dis
ea
se
s
HR (CI 95%) HR (CI 95%) HR (CI 95%) HR (CI 95%) MI 0.98 (0.88-1.08) 1.01 (0.90-1.13) 1.21 (0.92-1.57) 1.22 (0.92-1.63) Stroke 0.90 (0.76-1.06) 0.94 (0.78-1.15) 1.17 (0.94-1.46) 1.17 (0.93-1.47)
RR (CI 95%) RR (CI 95%) RR (CI 95%) RR (CI 95%) CVD 0.94 (0.88-1.01) 0.96 (0.87-1.06) 1.10 (1.00-1.22) 1.15 (1.00-1.33) CHD 0.95 (0.88-1.04) 0.97 (0.87-1.09) 1.07 (0.93-1.24) 1.13 (0.89-1.43)
RR (CI 95%) RR (CI 95%) RR (CI 95%) RR (CI 95%)
Card
iova
scu
lar
risk f
acto
rs
Hypertension 1.02 (1.002-1.03) 1.02 (1.002-1.03) 1.04 (1.02-1.06) 1.04 (1.02-1.06) Smoking 1.02 (1.01-1.02) 1.01 (1.004-1.02) 1.03 (1.01-1.05) 1.03 (1.01-1.04) Diabetes 1.03 (0.98-1.10) 1.05 (0.98-1.13) 1.07 (1.01-1.13) 1.10 (1.01-1.20) High-risk drinking 0.98 (0.95-1.02) 0.99 (0.95-1.02) 0.97 (0.90-1.05) 0.99 (0.92-1.06) Depressive disorders
1.15 (1.06-1.24) 1.15 (1.07-1.24) 1.07 (1.01-1.12) 1.07 (1.02-1.11)
β (CI 95%) β (CI 95%) β (CI 95%) β (CI 95%) BMI 0.17 (0.09-0.24) 0.16 (0.08-0.24) 0.32 (0.22-0.42) 0.25 (0.16-0.55) Cholesterol 1.44 (0.60-2.28) 1.47 (0.64-2.43) 1.70 (0.85-2.55) 1.40 (0.59-2.20)
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Table 3: Associations of the changes in occupational, financial, and personal 1
situation after reunification with CVD in men and women 2
Men Women
crude adjusted crude adjusted
RR (CI 95%) RR (CI 95%) RR (CI 95%) RR (CI 95%)
Occupational situation
Improvement 1 1 1 1
No change 0.97 (0.63-1.49) 0.71 (0.46-1.08) 4.56 (1.33-15.54) 3.76 (1.03-13.72)
Deterioration 0.68 (0.43-1.08) 0.79 (0.50-1.26) 3.96 (1.16-13.55) 4.04 (1.21-13.43)
Financial situation
Improvement 1 1 1 1
No change 0.99 (0.65-1.50) 0.91 (0.60-1.36) 3.45 (0.47-2.51) 3.10 (0.45-2.14)
Deterioration 0.69 (0.40-1.20) 0.90 (0.52-1.58) 2.10 (0.25-1.81) 2.63 (0.29-2.37)
Personal situation
Improvement 1 1 1 1
No change 0.67 (0.38-1.17) 0.77 (0.45-1.31) 3.45 (0.47-2.51) 3.10 (0.45-2.14)
Deterioration 0.64 (0.34-1.20) 0.87 (0.48-1.59) 2.10 (0.25-1.81) 2.63 (0.29-2.37)
Adjusted by education, study, age, “Improvement”= Reference group 3
4
Occupational situation and cardiovascular risk factors 5
Deterioration in the occupational situation was considerably associated with 6
cardiovascular risk factors for both men and women. The strongest associations were 7
observed for diabetes in women, for depressive disorders in men, and for cholesterol 8
for both men and women. The relative risk for diabetes in women who reported an 9
occupational deterioration after reunification compared with women who had an 10
occupational improvement after reunification was 1.66 (CI 95% 1.05-2.63). For an 11
occupational deterioration associated with depressive disorders in men, the 12
corresponding relative risk was 1.85 (CI 95% 1.24-2.77). In men who underwent 13
occupational deterioration after reunification, total cholesterol increased by about 14
7.65 mg/dL (CI 95% 2.70-12.61) compared to men who had an occupational 15
improvement after reunification. No relevant association was observed for high-risk 16
drinking. 17
18
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Table 4 Associations of the changes of the occupational, financial and personal situation after the reunification with cardiovascular risk
factors in men and women
Men Women Men Women Men Women
Occupational situation Financial situation Personal situation
crude adjusted crude adjusted crude adjusted crude adjusted crude adjusted crude adjusted
RR
(CI 95%)
RR
(CI 95%)
RR
(CI 95%)
RR
(CI 95%)
RR
(CI 95%)
RR
(CI 95%)
RR
(CI 95%)
RR
(CI 95%)
RR
(CI 95%)
RR
(CI 95%)
RR
(CI 95%)
RR
(CI 95%)
Hyper-
tension
Improvement 1 1 1 1 1 1 1 1 1 1 1 1
No change 1.06
(0.98-1.15)
0.99
(0.92-1.07)
1.06
(0.98-1.15)
0.99
(0.92-1.07)
1.10
(1.02-1.18)
1.08
(1.06-1.16)
1.12
(0.99-1.27)
1.08
(0.97-1.20)
1.04
(0.93-1.18)
1.06
(0.94-1.19)
1.12
(0.91-1.36)
1.02
(0.85-1.21)
Deterioration 1.08
(1.003-1.17)
1.06
(0.98-1.14)
1.08
(1.003-1.17)
1.06
(0.98-1.14)
1.07
(0.99-1.16)
1.11
(1.02-1.20)
1.16
(1.01-1.29)
1.19
(1.06-1.34)
1.02
(0.89-1.16)
1.06
(0.94-1.21)
1.12
(0.91-1.40)
1.08
(0.87-1.33)
Smoking
Improvement 1 1 1 1 1 1 1 1 1 1 1 1
No change 1.01
(0.94-1.08)
0.99
(0.93-1.06)
1.01
(0.94-1.08)
0.99
(0.93-1.06)
1.09
(1.03-1.15)
1.05
(0.99-1.12)
1.12
(1.00-1.24)
1.11
(1.01-1.24)
0.98
(0.90-1.07)
0.98
(0.90-1.07)
0.92
(0.79-1.08)
1.01
(0.86-1.17)
Deterioration 1.11
(1.05-1.18)
1.09
(1.03-1.16)
1.11
(1.05-1.18)
1.09
(1.03-1.16)
1.15
(1.08-1.22)
1.11
(1.04-1.18)
1.27
(1.14-1.41)
1.24
(1.12-1.38)
0.97
(0.89-1.07)
0.96
(0.88-1.06)
0.98
(0.82-1.17)
1.02
(0.86-1.21)
Diabetes
Improvement 1 1 1 1 1 1 1 1 1 1 1 1
No change 1.23
(0.84-1.80)
1.02
(0.70-1.49)
1.23
(0.84-1.80)
1.02
(0.70-1.49)
1.09
(0.77-1.56)
1.06
(0.75-1.51)
1.12
(1.00-1.24)
1.11
(1.01-1.24)
0.85
(0.51-1.42)
0.90
(0.55-1.48)
0.76
(0.43-1.33)
0.82
(0.47-1.45)
Deterioration 1.20
(0.83-1.74)
1.20
(0.83-1.73)
1.20
(0.83-1.74)
1.20
(0.83-1.73)
1.29
(0.89-1.88)
1.45
(1.01-2.11)
1.27
(1.14-1.41)
1.24
(1.12-1.38)
0.97
(0.56-1.67)
1.12
(0.65-1.94)
0.75
(0.39-1.45)
0.81
(0.32-1.16)
High-risk
drinking
Improvement 1 1 1 1 1 1 1 1 1 1 1 1
No change 1.01
(0.84-1.21)
1.06
(0.88-1.28)
0.90
(0.85-1.40)
0.95
(0.61-1.48)
1.05
(0.88-1.25)
1.06
(0.89-1.27)
0.65
0.42-1.02
0.72
(0.45-1.13)
0.84
(0.66-10.7)
0.84
0.66-1.07
0.66
0.39-1.12
0.69
(0.41-1.18)
Deterioration 0.96
(0.80-1.15)
0.97
(0.81-1.17)
1.05
(0.69-1.59
1.17
0.76-1.81
1.08
(0.88-131)
1.04
(0.85-1.27)
0.83
(0.55-1.27)
0.90
(0.59-1.38)
0.83
(0.63-7.08
0.79
0.60-1.03
0.74
0.40-1.36
0.79
(0.43-1.46)
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Improvement 1 1 1 1 1 1 1 1 1 1 1 1
Depressive
disorders
No change 0.69
(0.42-1.15)
0.73
(0.44-1.21)
0.89
(0.66-1.19)
0.97
(0.72-1.29)
0.84
(0.54-1.30)
0.89
(0.56-1.42)
1.02
(0.77-1.32)
1.02
(0.78-1.35)
0.67
(0.37-1.18)
0.71
(0.40-1.25)
0.93
(0.62-1.41)
1.02
(0.67-1.56)
Deterioration
1.77
(1.20-2.61)
1.85
(1.24-2.77)
1.19
(0.92-1.55)
1.23
(0.94-1.60)
1.85
(1.27-2.68)
1.83
(1.24-2.89)
1.29
(1.01-1.67)
1.32
(1.02-1.70)
1.52
(0.85-2.72)
1.51
(0.85-2.56)
1.65
(1.07-2.54)
1.67
(1.08-2.59)
β
(CI 95%)
β
(CI 95%)
β
(CI 95%)
β
(CI 95%)
β
(CI 95%)
β
(CI 95%)
β
(CI 95%)
β
(CI 95%)
β
(CI 95%)
β
(CI 95%)
β
(CI 95%)
β
(CI 95%)
BMI
Improvement 0 0 0 0 0 0 0 0 0 0 0 0
No change 0.51
(0.0-0.92)
0.30
(-0.10-0.71)
0.43
(-0.17-0.71)
-0.03
(-0.61-0.53)
0.28
(-0.11-0.68)
0.18
(-0.21-0.58)
0.87
(0.32-1.43)
0.61
(0.09-1.14)
0.20
(-0.41-0.82)
0.24
(-0.36-0.86)
0.63
(-0.24-1.51)
0.39
(-0.43-1.22)
Deterioration 1.18
(0.74-1.62)
1.02
(0.58-1.45)
1.63
(1.02-2.24)
1.17
(0.58-1.76)
0.73
(0.25-1.20)
0.75
(0.28-1.23)
1.55
(0.93-2.16)
1.34
(0.74-1.94)
0.31
(-0.40-1.03)
0.50
(-0.20-1.21)
1.00
(-0.03-2.05)
0.81
(-0.17-1.80)
Cholesterol
mg/dL
Improvement 0 0 0 0 0 0 0 0 0 0 0 0
No change 3.34
(-1.43-8.11)
3.65
(-1.05-8.3)
0.44
(-0.70-964)
1.82
(-3.08-6.74)
5.60
(1.00-10.20)
5.24
(0.68-9.79)
2.52
(-2.40-7.45)
1.81
(-2.88-6.51)
2.69
(-4.36-9.75)
5.62
(-1.26-12.52)
2.09
(-5.37-9.57)
2.34
(-4.63-9.31)
Deterioration 8.96
(3.94-13.99)
7.65
(2.70-12.61)
11.25
(6.21-16.2)
7.83
(3.06-12.60)
8.62
(3.18-14.05)
8.93
(3.52-14.35)
7.19
(2.11-12.26)
6.88
(2.02-11.74)
5.24
(-2.9-13.46)
7.74
(-0.44-15.93)
1.32
(-6.98-9.64)
1.18
(-6.89-9.26)
Adjusted by education, study, age; “Improvement“= reference group
BMI=body mass index; High-risk drinking: >30 g alcohol per day for men, > 20 g alcohol per day for women
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Financial situation and cardiovascular risk factors 1
Deterioration in the financial situation was considerably associated with 2
cardiovascular risk factors in both men and women, particularly in women. The 3
strongest associations were observed for smoking in women (RR=1.24, CI 4
95%=1.12-1.38), for diabetes in both men and women (RR=1.45, CI 95%=1.01-2.11; 5
RR=1.98, CI 95%=1.30-2.99, respectively), for depressive disorders in men 6
(RR=1.83, CI 95%=1.24-2.89), and for total cholesterol in men (β=8.93 mg/dL, CI 7
95%=3.52-14.35). No relevant association was observed for high-risk drinking (Table 8
4). 9
Personal situation and cardiovascular risk factors 10
We observed no association between changes in personal situation and 11
cardiovascular risk factors, except in women for depressive disorders. The relative 12
risk for depressive disorders in women who had a deterioration in personal situation 13
after reunification was 1.67 (CI 95% 1.08-2.59) (Table 4). 14
Discussion 15
To our knowledge, this study is the first to analyse psychosocial stressors that 16
changed through a transition with direct reference to cardiovascular outcomes on an 17
individual basis. We observed an increase in CVD morbidity in women with a higher 18
RSI. Furthermore, we found that the RSI was weakly but consistently associated with 19
cardiovascular risk factors in both men and women. Deterioration in the occupational 20
and financial situation after reunification was considerably associated with diabetes, 21
depressive disorders, cholesterol, and smoking. In general, the associations were 22
stronger in women than in men, with the exception of depressive disorders. 23
Reunification was a critical life event that no one was able to escape. The rapid 24
transition from communism or socialism to capitalism has been called “shock 25
therapy”.7 This led, at the level of the labour market, to a precarious employment 26
relationship and mass unemployment.24 Within a few years, millions of people lost 27
their jobs due to the rapid de-industrialisation in most of the transition countries. 28
Between 1989 and 1991, more than 2.5 million people in the former GDR became 29
unemployed. Fifty percent of East Germans changed their place of work during 30
1990/1991, and more than 60% of industrial workers became unemployed.25 Many 31
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studies have shown a negative impact of unemployment on health.26 The 1
unemployment rate in East Germany rose rapidly after reunification. Although 2
unemployment affected both men and women, this increased dramatically for 3
women. The rate of unemployment in 1994 in East Germany was 22% in women and 4
11% in men.25 This could also explain the stronger associations of stressors with 5
CVD and cardiovascular risk factors for women in this study. Additionally, in a 6
prospective study on the changes in perceived stress as a result of the 2008 7
economic crisis in Iceland, it was shown that the perceived stress of women after the 8
economic crisis was significantly higher than before the crisis, especially for women 9
who were unemployed. These changes were much stronger for women than for 10
men.27 This is in line with our findings. During the economic crisis in Iceland the use 11
of cardiac emergency rooms increased in women. This was explained by a state of 12
uncertainty and anxiety about the future.28 13
Our study showed a strong association between the RSI and occupational changes 14
and depressive disorders for men. In Romania and Hungary, depression and 15
affective disorders increased sharply after the collapse of the communist regime, 16
especially in men.29,30 Kopp and colleagues explained this with the loss of social 17
rank30. Men are less able to compensate for this than women.31 Cockerham assumed 18
that unhealthy lifestyles are the principal social determinant of increased mortality in 19
Russia and selected Eastern European countries. Our data suggest rather that the 20
deterioration in psychosocial factors after reunification was associated with an 21
unhealthier lifestyle like smoking habits.13 The MONICA survey in East German study 22
sites found a slight increase in smoking for women between 1988 and 1992. This 23
goes in line with our findings. 24
We found an association between personal change and depressive disorders for 25
women. The MONICA survey in East Germany found an increased number of 26
women who felt “very isolated” after reunification, particularly in unemployed 27
women.16 Unemployment and the changes in the labour market may explain the 28
decrease in social support. The working environment played a central role in the 29
GDR. The workplace ensured social care (e.g. child care, medical care, recreational 30
facility, and sporting and cultural activities). With the loss of their workplace or with a 31
change in structural labour market conditions, a lot of people lost their social 32
contacts. It could be that social isolation explains the increase in depressive 33
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disorders in women who experienced deterioration in their personal situation after 1
reunification. 2
There are some factors that limit our study. First, this analysis faces the usual 3
restrictions of a cross-sectional design: to determine the causality, a longitudinal 4
design would be required. Additionally, we cannot exclude that outcomes like 5
depressive disorders or hypertension already persisted before reunification. 6
Therefore, the direction of causality cannot be established for most of the outcomes. 7
However, the exposure RSI refers to a fixed event in the past (German reunification) 8
so we can assume a chronological order of exposure and disease outcomes MI and 9
stroke. Second, the basic surveys were undertaken from 1998 to 2006, i.e. 8 to 16 10
years after reunification. However, we argue that after this time delay answering 11
questions concerning personal impact of reunification will give a more steady 12
reflection of the personal state. Third, we assume that we lost potential participants 13
because of illness or death due to factors associated to reunification. Furthermore, it 14
is well-known that healthy women and men were more likely to migrate after 15
reunification to the western part of Germany. We thus cannot exclude a selection 16
bias, which could change our results in both directions. Fourth, some questionnaires 17
are different between the studies, e.g. for depressive disorders. 18
In summary, our findings show that psychosocial stressors have changed through 19
reunification and have favoured cardiovascular risk and cardiovascular diseases 20
factors. An explanation for these findings could be that women were more often 21
affected by unemployment after reunification. Our findings support the established 22
hypothesis that psychosocial stressors favour cardiovascular risk factors and CVD 23
after social change. Morbidity and mortality follow-up examination of both cohorts 24
could enhance the results. 25
26
Contributors 27
SB: conducted the statistical analyses and drafted the report. AK: helped designing 28
major parts of the study and helped drafting the manuscript. OK: participated in the 29
statistical analyses and helped drafting the manuscript. KHG, CK, SN, KW, MRPM, 30
COS, HV: helped designing the study, and drafting the manuscript. JH: conceived of 31
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the study, designed major parts of the study and helped drafting the manuscript. The 1
paper was revised by all authors. 2
Competing interests 3
All authors report no conflict of interest. 4
Funding 5
This work was funded by a grant from the Deutsche Forschungsgemeinschaft [SFB 6
598–02 No. Ha 2419/2-1], by a grant of the Martin-Luther-University Halle-7
Wittenberg, by the Ministry of Education and Cultural Affairs of Saxony-Anhalt, by the 8
Federal Ministry of Education and Research [No. 01ZZ9603, 01ZZ0103, 01ZZ0701], 9
and the Ministry of Cultural Affairs and the Social Ministry of the Federal State of 10
Mecklenburg-West Pomerania. 11
References 12
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6. Landsbergis P, Klumbiene J. Coronary heart disease mortality in Russia and 26
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7. Stuckler D, King L, McKee M. Mass privatisation and the post-communist 1
mortality crisis: a cross-national analysis. Lancet. 2009;373:399-407. 2
8. Kuulasmaa K, Tunstall-Pedoe H, Dobson A et al. Estimation of contribution of 3
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rates 1984–94: artefact, alcohol, or what? Lancet. 1997;350:383-8. 7
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11. Leon DA, Shkolnikov VM. Social stress and the Russian mortality crisis. 11
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12. Barth W, Claßen E, Heinemann L et al. Development of the cardiovascular 13
morbidity and mortality in East Germany after the political change. Z f 14
Gesundheitswiss. 1998;6:120-36. 15
13. Cockerham WC. The Social Determinants of the Decline of Life Expectancy in 16
Russia and Eastern Europe: A Lifestyle Explanation. Journal of Health and Social 17
Behavior. 1997;38:117-30. 18
14. Rosengren A, Hawken S, Ounpuu S et al. Association of psychosocial risk 19
factors with risk of acute myocardial infarction in 11119 cases and 13648 controls 20
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2004;364:953-62. 22
15. Ergebnisse des MONICA-Projektes Ostdeutschland 1984-1993. 23
Abschlussforschungsbericht an das Bundesministerium für Bildung, Wissenschaft, 24
Forschung und Technologie. 1997. 25
16. Filipp SH, Aymanns P. Kritische Lebensereignisse und Lebenskrisen. 26
Stuttgart: Kohlhammer; 2010. 27
17. Greiser KH, Kluttig A, Schumann B et al. Cardiovascular disease, risk factors 28
and heart rate variability in the elderly general population: design and objectives of 29
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the CARdiovascular disease, Living and Ageing in Halle (CARLA) Study. BMC 1
Cardiovasc Disord. 2005;5:33. 2
18. John U, Greiner B, Hensel E et al. Study of Health in Pomerania (SHIP): a 3
health examination survey in an east German region: objectives and design. Soz 4
Praventivmed. 2001;46:186-94. 5
19. Bühringer G, Augustin R, Bergmann E et al.(Hrsg) (2000) Alkoholkonsum und 6
alkoholbezogene Störungen in Deutschland. Schriftenreihe des Bundesministeriums 7
für Gesundheit. Bd128, Nomos Baden-Baden 8
20. Radloff LS, The CES-D Scale: A Self-Report Depression Scale for Research in 9
the General Population. Applied Psychological Measurement, 1977. 1: 385-401. 10
21. Milette K, Hudson M, Baron M, Thombs BD, Group CSR. Comparison of the 11
PHQ-9 and CES-D depression scales in systemic sclerosis: internal consistency 12
reliability, convergent validity and clinical correlates. Rheumatology. 2010;49(4):789-13
96. 14
22. Wittchen HU, Höfler M, Gander F et al. Screening for mental disorders: 15
performance of the Composite International Diagnostic – Screener (CID–S). 16
International Journal of Methods in Psychiatric Research. 1999;8:59-70. 17
23. Greenland S, Pearl J, Robins JM. Causal diagrams for epidemiologic 18
research. Epidemiology. 1999;10:37-48. 19
24. Stuckler D, Basu S, Suhrcke M et al.The health implications of financial crisis: 20
a review of the evidence. Ulster Med J. 2009;78:142-5. 21
25. Rosenzweig B. Deutschland Ost-Deutschland West, Opfer, Verliererinnen, 22
ungleiche Schwestern? Der Bürger im Staat. 2000;4:225-30. 23
26. Roelfs DJ, Shor E, Davidson KW, Schwartz JE. Losing life and livelihood: a 24
systematic review and meta-analysis of unemployment and all-cause mortality. Soc 25
Sci Med. 2011;72:840-54. 26
27. Hauksdottir A, McClure C, Jonsson SH et al. Increased stress among women 27
following an economic collapse--a prospective cohort study. Am J Epidemiol. 28
2013;177:979-88. 29
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28. Guethjonsdottir GR, Kristjansson M, Olafsson O et al. Immediate surge in 1
female visits to the cardiac emergency department following the economic collapse in 2
Iceland: an observational study. Emerg Med J. 2012;29:694-8. 3
29. Ionescu I. Depression in post-communist Romania. Lancet. 2005;365:645-6. 4
30. Kopp MS, Skrabski A, Szekely A et al. Chronic stress and social changes: 5
socioeconomic determination of chronic stress. Ann N Y Acad Sci. 2007; 1113:325- 6
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STROBE Statement—Checklist of items that should be included in reports of cross-sectional studies
Item
No
Recommendation
Page (p)and
line Number
(l)
Title and abstract 1 (a) Indicate the study’s design with a commonly used term in
the title or the abstract
p 2, l 6
(b) Provide in the abstract an informative and balanced
summary of what was done and what was found
p 2, l 2-25
Introduction
Background/rationale 2 Explain the scientific background and rationale for the
investigation being reported
p 4, l 2-16
Objectives 3 State specific objectives, including any prespecified hypotheses p 4, l 17-25
Methods
Study design 4 Present key elements of study design early in the paper p 4, l 28-31
Setting 5 Describe the setting, locations, and relevant dates, including
periods of recruitment, exposure, follow-up, and data collection
p 4, l 28-31
p 5, l 1-5, 10-
31
Participants 6 (a) Give the eligibility criteria, and the sources and methods of
selection of participants
p 5, l 5-12
Variables 7 Clearly define all outcomes, exposures, predictors, potential
confounders, and effect modifiers. Give diagnostic criteria, if
applicable
p 5, l 14-32
p 6, l 1-32
Data sources/
measurement
8* For each variable of interest, give sources of data and details of
methods of assessment (measurement). Describe comparability
of assessment methods if there is more than one group
p 5, l 14-32
p 6, l 1-32
p 7, l 1,2
Bias 9 Describe any efforts to address potential sources of bias p 7, l 21-24
Study size 10 Explain how the study size was arrived at p 5, l 5-12
Quantitative variables 11 Explain how quantitative variables were handled in the
analyses. If applicable, describe which groupings were chosen
and why
p 5, l13-32
p 6, l 11-13
Statistical methods 12 (a) Describe all statistical methods, including those used to
control for confounding
p 7, l 3-27
(b) Describe any methods used to examine subgroups and
interactions
p 7, l 24/25
(c) Explain how missing data were addressed p 5, l 11/12
(d) If applicable, describe analytical methods taking account of
sampling strategy
(e) Describe any sensitivity analyses
Results
Participants 13* (a) Report numbers of individuals at each stage of study—eg
numbers potentially eligible, examined for eligibility,
confirmed eligible, included in the study, completing follow-
up, and analysed
p 5, l 5-12
p 7, l 29
(b) Give reasons for non-participation at each stage p 5, l 5-12
(c) Consider use of a flow diagram
Descriptive data 14* (a) Give characteristics of study participants (eg demographic, Table 1
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clinical, social) and information on exposures and potential
confounders
(b) Indicate number of participants with missing data for each
variable of interest
Table 1
p 5, l 11/12
Outcome data 15* Report numbers of outcome events or summary measures Table 1
Main results 16 (a) Give unadjusted estimates and, if applicable, confounder-
adjusted estimates and their precision (eg, 95% confidence
interval). Make clear which confounders were adjusted for and
why they were included
Table 2-4
(b) Report category boundaries when continuous variables were
categorized
Table 1
(c) If relevant, consider translating estimates of relative risk
into absolute risk for a meaningful time period
Other analyses 17 Report other analyses done—eg analyses of subgroups and
interactions, and sensitivity analyses
(p 7, l 24/25)
Discussion
Key results 18 Summarise key results with reference to study objectives p 14, l 18-23
Limitations 19 Discuss limitations of the study, taking into account sources of
potential bias or imprecision. Discuss both direction and
magnitude of any potential bias
p 16, l 3-18
Interpretation 20 Give a cautious overall interpretation of results considering
objectives, limitations, multiplicity of analyses, results from
similar studies, and other relevant evidence
p 14, l 24-31,
p 15, l 1-33,
p 16, l 1-5
Generalisability 21 Discuss the generalisability (external validity) of the study
results
p 16, l 19-22
Other information
Funding 22 Give the source of funding and the role of the funders for the
present study and, if applicable, for the original study on which
the present article is based
p 17, l 4-9
*Give information separately for exposed and unexposed groups.
Note: An Explanation and Elaboration article discusses each checklist item and gives methodological background and
published examples of transparent reporting. The STROBE checklist is best used in conjunction with this article (freely
available on the Web sites of PLoS Medicine at http://www.plosmedicine.org/, Annals of Internal Medicine at
http://www.annals.org/, and Epidemiology at http://www.epidem.com/). Information on the STROBE Initiative is
available at www.strobe-statement.org.
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Psychosocial stressors related to German reunification in
1989/1990 and the development of cardiovascular risk
factors and cardiovascular diseases in the former German
Democratic Republic
Journal: BMJ Open
Manuscript ID bmjopen-2015-008703.R1
Article Type: Research
Date Submitted by the Author: 24-Jul-2015
Complete List of Authors: Bohley, Stefanie; Institute of Medical Epidemiology, Biostatistics and Informatics, Kluttig, Alexander; Institute of Medical Epidemiology, Biostatistics and Informatics, Werdan, Karl; Department of Medicine III, Nuding, Sebastian; Department of Medicine III, Greiser, Karin Halina; Division of Cancer Epidemiology, Kuss, Oliver; German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich-Heine-University, Institute of Biometrics and Epidemiology
Markus, Marcello; Institute for Community Medicine, Schmidt, Carsten; Institute for Community Medicine, Völzke, Henry; Institute for Community Medicine, University Medicine Greifswald Krabbe, Christine; Institute for Community Medicine, Haerting, Johannes; Institute for Biometrics and Epidemiology, German Diabetes Center,
<b>Primary Subject Heading</b>:
Cardiovascular medicine
Secondary Subject Heading: Epidemiology
Keywords: Cardiac Epidemiology < CARDIOLOGY, EPIDEMIOLOGY, SOCIAL MEDICINE
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Psychosocial stressors related to German reunification in 1989/1990 and the 1
development of cardiovascular risk factors and cardiovascular diseases in the 2
former German Democratic Republic 3
4
Stefanie Bohley1 (Corresponding Author) 5
Institute of Medical Epidemiology, Biostatistics and Informatics, Martin-Luther-6
University Halle-Wittenberg 7
Magdeburgerstraße 8, 06112, Halle (Saale), Germany 8
E-Mail: [email protected] Telephone: +49 345 557 35 79 9
10
Alexander Kluttig1, Karl Werdan2 , Sebastian Nuding2 , Karin Halina Greiser3 , Oliver 11
Kuss4, Marcello Ricardo Paulista Markus5 , Carsten Oliver Schmidt5 Henry Völzke5 , 12
Christine Krabbe5, Johannes Haerting1 13
14
1 Institute of Medical Epidemiology, Biostatistics and Informatics, Martin-Luther-15
University Halle-Wittenberg, Halle (Saale), Germany 16
2 Department of Medicine III, Martin-Luther-University Halle-Wittenberg, Halle 17
(Saale), Germany 18
3 Division of Cancer Epidemiology, German Cancer Research Centre, Heidelberg, 19
Germany 20
4 Institute for Biometrics and Epidemiology, German Diabetes Center, Leibniz 21
Institute for Diabetes Research at Heinrich Heine University, Düsseldorf, Germany 22
5 Institute for Community Medicine, University of Greifswald, Greifswald, Germany 23
24
25
Keywords: Psychosocial stressors, Cardiovascular diseases, Cardiovascular risk 26
factors, Social Change, German Reunification 27
28
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Abstract 1
Objectives: 2
The aim of this study was to examine the relationship between changes in 3
psychosocial stressors associated with German reunification and cardiovascular 4
effects. We hypothesised that higher levels of psychosocial stress related to German 5
reunification, were associated with an increase in cardiovascular risk factors and 6
cardiovascular diseases. 7
Design: Cross-sectional data from two cohort studies in East Germany were used: 8
Cardiovascular Disease, Living and Ageing in Halle Study (CARLA) and Study of 9
Health in Pomerania (SHIP). 10
Setting: Two populations in the eastern part of Germany. 11
Participants: CARLA study: 1.779 participants aged 45 to 83 at baseline (812 12
women), SHIP study: 4.308 aged 20 to 79 at baseline (2.193 women). 13
Primary and secondary outcome measures: Psychosocial stressors related to 14
reunification were operationalised by the Reunification Stress Index (RSI; scale from 15
0 to 10). This index was composed of questions that were related to changes in 16
psychosocial stressors (occupational, financial, and personal) after reunification. To 17
examine the associations between the RSI and each stressor separately with 18
cardiovascular risk factors and CVD, regression models were used. 19
Results: RSI was associated with CVD in women (RR=1.15, 95% CI=1.00-1.33). 20
Cardiovascular risk factors were associated with RSI for both men and women with 21
strongest associations between RSI and diabetes in women (RR=1.10, 95% CI=1.01-22
1.20) and depressive disorders in men (RR=1.15, 95% CI =1.07-2.77). The change in 23
occupational situation related to reunification was the major contributing psychosocial 24
stressor. We observed a strong association with CVD in women who experienced 25
occupational deterioration after reunification (RR=4.04, 95% CI =1.21-13.43). 26
Conclusion: Psychosocial stressors changed during reunification and have favoured 27
cardiovascular risk factors and CVD. The associations were stronger in women than 28
in men. An explanation for these findings could be that women were more often 29
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affected by unemployment after reunification. Morbidity and mortality follow-up of 1
both cohorts could enhance the results. 2
3
Strengths and limitations of this study 4
• This study is the first to analyse psychosocial stressors that changed through 5
a transition with direct reference to cardiovascular outcomes on an individual 6
basis. 7
• Furthermore, both studies are representative samples and the assessment of 8
the data are highly standardized and in agreement with other German and 9
international studies. 10
• Regarding the study population, we cannot rule out the possibility of a 11
selection bias. 12
• The analysis faces the usual restrictions of a cross-sectional design: to 13
determine the causality, a longitudinal design would be required. 14
• Additionally, we cannot exclude that outcomes like depressive disorders or 15
hypertension already persisted before reunification. However, the exposure 16
RSI refers to a fixed event in the past (German reunification) so we can 17
assume a chronological order of exposure and disease outcomes MI and 18
stroke. 19
20
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Introduction 1
Mortality from cardiovascular diseases (CVD) has decreased in the last century in 2
European countries. However, an east-west gradient of higher mortality in central and 3
eastern European countries is still present.1,2 After the epochal process of the 4
societal transition starting in 1989/90 in Central and Eastern Europe and the former 5
Soviet Union, these discrepancies increased enormously.3-6 Studies have described 6
possible causes for the increase in cardiovascular mortality after the collapse of the 7
socialist and communistic regimes.7-9 Some authors have particularly emphasized 8
the importance of psychosocial stressors on the increase in cardiovascular mortality 9
after the social change.10-13 10
It has been repeatedly shown that psychosocial stressors (e.g. job strain, social 11
isolation, depression, critical life events) can contribute to the development of CVD.14 12
The political, social, and economic changes in the German Democratic Republic 13
(GDR), the so-called “reunification”, brought serious changes in requirements and 14
fully modified the societal environment of the inhabitants. Reunification was a 15
population-based critical life event, which entailed other critical life events.15,16 16
The implications of psychosocial stressors during the process of a social transition as 17
a form of social change are still unclear. As such, some researchers requested 18
further investigations to better understand the links between social change, 19
psychosocial stressors, health behaviour, and the resulting impacts on health.6,11 The 20
aim of this study was to examine the relationship between changes in psychosocial 21
stressors associated with German reunification and cardiovascular effects. We 22
hypothesised that higher levels of psychosocial stress related to this critical life event, 23
i.e. reunification, were associated with an increase in cardiovascular risk factors and 24
CVD. 25
Methods 26
Study design and study population 27
This study was based on cross-sectional data from the baseline assessment of two 28
cohort studies in East Germany: the Cardiovascular Disease, Living and Ageing in 29
Halle Study (CARLA) in Saxony-Anhalt (2002-2006)17 and the Study of Health in 30
Pomerania (SHIP) (1997-2002)18. We combined the cohorts for two reasons: firstly, 31
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these cohorts are the only once that assessed psychosocial stressors related to 1
reunification, secondly, to increase the sample size. Both studies drew random 2
samples from mandatory lists. Data collection included a standardised, computer-3
assisted interview, questionnaires and a physical examination by trained study 4
nurses. Written informed consent was obtained upon enrolment. Both studies were 5
approved by the local ethical committees of the associated medical schools. The 6
response proportion was 64% for CARLA and 69% for SHIP. The CARLA study 7
population comprised 1.779 participants aged 45 to 83 at baseline (812 women). The 8
number of subjects participating in the SHIP study was 4.308 aged 20 to 79 at 9
baseline (2.193 women). For this study, we excluded participants who had a 10
diagnosis of myocardial infarction (MI) and/or stroke that predated 1990 (N=123), had 11
not resided in the former GDR (N=120), were unoccupied before 1990 (N=1.701; 12
mostly retired persons), who were <=16yrs in 1990 (N=94), or those for whom data 13
were missing on the components of the Reunification Stress Index (RSI) (N=148). In 14
total the study size comprised N=3.901. 15
Reunification Stress Index 16
We operationalised the psychosocial stressors related to reunification through the 17
RSI. The index was computed based on the answers obtained by the following three 18
questions: “Has your occupational situation changed since reunification (since 19
1990)?”, “Has your financial situation changed since reunification (since 1990)?”, and 20
“Has your personal situation (e.g. your personal contacts with friends or relatives) 21
changed since reunification (since 1990)?” We asked in a way that all study persons 22
attribute their answers to the unique event and consequences of reunification: “Now 23
we ask questions concerning reunification”. The possible answers differed between 24
the studies: CARLA: 1=greatly improved, 2=improved, 3=no change, 4=deteriorated, 25
5=greatly deteriorated, SHIP: 1=improved, 2=no change, 3=deteriorated. The 26
indicators were added into a total sum. We computed the mean of the indicators for 27
each participant. RSI was calculated and standardised to a scale from 0 to 10 to 28
make it comparable between the studies with the following formula: RSI=(mean-29
1)*10/range of the mean (mean: mean of the items of any particpants;1: minimum 30
value of the mean; 10: chosen maximum value of the RSI; range of the mean was in 31
CARLA=4 and in SHIP=2). Values less than 5 indicate an improvement in 32
psychosocial factors after reunification, a value of 5 indicates no changes in 33
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psychosocial factors after reunification, and values higher than 5 indicate a 1
deterioration in psychosocial factors after reunification. The RSI was externally 2
validated by an independently conducted interview of 18 participants of the CARLA 3
cohort. We validated the self-constructed RSI with an own qualitative study 4
interviewing 18 subjects from the CARLA population blindly randomly selected 5
stratified by RSI score values. The results will be published in a separate paper. 6
Furthermore, we also analysed the questions of the RSI separately in order to 7
estimate the proper effect of each psychosocial stressor (occupational, financial, and 8
personal) on the outcomes. 9
Cardiovascular diseases and cardiovascular risk factors 10
Prevalent MI and stroke were defined as self-reported physician’s diagnoses. 11
Coronary heart disease (CHD) was defined as the presence of MI, and/or self-12
reported coronary artery bypass surgery, and/or self-reported percutaneous coronary 13
intervention. CVD was defined as CHD and/or self-reported physician-diagnosed 14
stroke, and/or carotid surgery. Hypertension was defined as mean systolic blood 15
pressure greater or equal to 140 mmHg, and/or mean diastolic blood pressure 16
greater or equal to 90 mmHg, and/or use of antihypertensive medication according to 17
the Anatomical Therapeutic Chemical Classification System. For high-risk drinking in 18
men, we used a cut-off of >30 mg alcohol/day and in women a cut-off of >20 mg 19
alcohol/day.19 Body mass index (BMI) was calculated as kg/m2. The definition of 20
diabetes mellitus was based on self-reported physician’s diagnosis (yes/no). Smoking 21
behaviour was grouped as yes (current smoker and ex-smoker) or no (never 22
smoker). Laboratory analyses of non-fasting venous blood samples included serum 23
total cholesterol in mg/dL. In CARLA, the Centre for Epidemiological Studies 24
Depression scale (CES-D) was used to assess depressive disorders.20 This 20-item 25
scale asks respondents to evaluate how often (“rarely or never” to “most or all of the 26
time”) in the last week they had experienced a symptom. We used a cut-off of ≥ 23 27
points to define depressive disorders. 21 The presence of psychiatric disorders in the 28
SHIP cohort was assessed using the Composite International Diagnostic-Screener 29
(CID-S), a 12-item self-reported questionnaire which covers psychiatric diagnoses 30
according to DSM-IV.22 The CID-S also covers depressive disorders. The screening 31
questions for depressive disorders included the following two items: “Feelings of 32
sadness or depressed mood for a period of at least two weeks” and “Lack of interest, 33
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tiredness, or loss of energy for a period of at least two weeks”. Participants who 1
answered positively to both questions were classified as having depressive disorders. 2
Educational level was composed of school and vocational education and categorised 3
into three levels: low (no or intermediate secondary school leaving certificate without 4
a completed vocational qualification), moderate (intermediate secondary school 5
leaving certificate and vocational training), and high (upper secondary school leaving 6
certificate degree and/or a completed university degree). Details of definitions of the 7
variables are given in the respective design papers.17,18 8
Statistical analyses 9
For MI and stroke, time-to-event data were available. The beginning of the time count 10
was 1990. To examine the association between the RSI and the events MI and 11
stroke, we estimated hazard ratios (HR) and corresponding 95% confidence intervals 12
by running proportional hazard regressions. Persons without an event were 13
censored. The association of RSI with dichotomous outcomes CVD, CHD and 14
cardiovascular risk factors (hypertension, diabetes, smoking, and depressive 15
disorders) was examined by running log-binomial regression models to estimate 16
relative risks (RR) and corresponding 95% confidence intervals. In case of non-17
convergence of the models, we used Poisson regression with robust variance. For 18
the associations between the RSI and continuous metric outcomes (BMI, cholesterol, 19
and alcohol) linear regression models were applied to obtain the regression 20
coefficient beta (β) and corresponding 95% confidence intervals. To estimate the 21
association between any single psychosocial stressor (occupational, financial, and 22
personal) and cardiovascular diseases and/or cardiovascular risk factors, we used 23
the same regression models as described above. The reference group was 24
composed of those participants who experienced an improvement after reunification. 25
We checked the model assumptions by visual inspection of residual plots. Model 26
assumptions were fulfilled. We identified minimally sufficient adjustment sets (MSAS) 27
to estimate the total effect by using causal diagrams that represent the relationships 28
between exposure, outcome, and other covariables.23 Causal diagrams resulted in a 29
MSAS which contains sex, age, study and education. We tested interaction effects 30
for study*RSI, education*RSI, and age*RSI. However, no significant interaction 31
effects were found. We stratified all analyses by sex. All analyses were done with 32
SAS, version 9.3. (SAS Institute, Cary, NC, USA) 33
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Results 1
51.9% of the 3.901 study participants were male. The CARLA participants were 2
older, had more cardiovascular risk factors and cardiovascular diseases than the 3
SHIP participants, except for smoking, alcohol consumption, depressive disorders, 4
and education. In total, men had more cardiovascular diseases and cardiovascular 5
risk factors then women, except for BMI, education, and depressive disorders. The 6
mean value of the RSI was 4.8 (SD=2.4) for men and 4.9 (2.4) for women. The 7
majority of the participants had an RSI less than 5 (men 46.2%, women 42.9%). 8
34.6% of the men and 36.1% of the women underwent a deterioration in 9
psychosocial stressors after reunification. The RSI was highest in the age-group of 10
45-<55 years for both men and women (5.3 (2.4); 5.4 (2.3)). The change in 11
occupational situation related to reunification was the major contributing psychosocial 12
stressor. We observed a deterioration in the occupational situation after reunification 13
in 37.0% (men) and 38.3% (women). An improvement was reported in 31.9% of the 14
male and 28.5% of the female participants. The majority reported an improvement in 15
their financial situation (men: 55.7; women: 49.4) and no changes in the personal 16
situation after reunification (men: 65.6; women: 71.6). 17
18
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Table 1: Characteristics of the study participants, stratified by sex and study 1
CARLA SHIP TOTAL
Men
(n=703)
Women
(n=565)
Men
(n=1298)
Women
(n=1335)
Men
(n=2001)
Women
(n=1900)
Age
Mean (SD)
24 - <45 (n)
45 - <55 (n))
55 - <65 (n)
65 - <75 (n)
>=75 (n)
61.3 (8.5)
-
205
248
204
46
59.0 (7.0)
-
197
237
130
1
46.9 (12.3)
591
301
301
94
11
43.6 (11.1)
667
366
262
35
5
51.9 (13.0)
591
506
549
298
57
48.8 (12.1)
667
563
499
165
6 Ag
e g
rou
p
CV
D
MI; n (%) 42 (6.0) 7 (1.2) 30 (2.3) 5 (0.4) 72 (3.6) 12 (0.6)
Stroke; n (%) 20 (2.8) 9 (1.6) 10 (0.7) 8 (0.6) 30 (1.5) 17 (0.9)
CHD; n (%) 54 (7.7) 13 (2.3) 33 (2.5) 5 (0.4) 87 (4.3) 18 (1.0)
CVD*; n (%)
69 (9.8) 22 (3.9) 41 (3.1) 13 (1.0) 110 (5.4) 35 (1.8)
Card
iova
sc
ula
r ri
sk
fac
tors
Hypertension; n (%) 534 (76.9) 377 (66.7) 784 (60.7) 455 (34.2) 1318 (66.1) 832 (43.8)
Smoker; n (%) 512 (72.8) 205 (36.3) 1011 (77.8) 739 (55.4) 1523 (76.1) 944 (49.7)
Diabetes; n (%) 83 (11.8) 62 (11.0) 80 (6.2) 57 (4.3) 163 (8.1) 119 (6.3)
High-risk drinking1; n (%) 157 (22.3) 27(4.8) 355 (27.3) 98 (7.3) 512 (25.6) 125 (6.6)
Depressive disorders; n
(%)
33 (4.9) 57 (10.3) 101 (7.8) 227 (17.1) 134 (6.8) 284 (15.1)
BMI; mean (SD) 28.2 (4.1) 28.5 (5.6) 27.8 (3.9) 26.7 (5.3) 27.9 (4.0) 27.2 (5.5)
Cholesterol; mean (SD) 208.7 (40.6) 220.6 (42.9) 227.9 (46.9) 220.2 (46.7) 220.3 (45.6) 221.2 (45.7)
Education
low; n (%)
middle; n (%)
high; n (%)
22 (3.1)
427 (60.7)
254 (36.1)
49 (8.7)
387 (68.5)
129 (22.8)
77 (5.9)
908 (70.0)
313 (24.1)
100 (7.5)
1012 (74.9)
254 (17.9)
99 (5.0)
1335 (66.8)
567 (28.3)
149 (7.9)
1382 (72.4)
369 (19.4)
Ex
po
su
re
RSI; mean (SD) 4.8 (1.6) 5.0 (1.5) 4.8 (2.7) 4.9 (2.7) 4.8 (2.4) 4.9 (2.4)
<5, n (%) =5; n (%) >5; n (%)
331 (47.1) 139 (19.8) 233 (33.1)
235 (41.6) 128 (22.7) 202 (35.8)
593 (45.7) 246 (19.0) 459 (35.4)
580 (43.5) 271 (20.3) 484 (36.3)
924 (46.2) 385 (19.2) 692 (34.6)
815 (42.9) 399 (21.0) 686 (36.1)
RSI by age group
24 - < 45; mean (SD) 45 - < 55; mean (SD) 55 - < 65; mean (SD) 65 - < 75; mean (SD) > 75; mean (SD)
- 5.3 (1.8) 4.9 (1.6) 4.4 (1.4) 4.8 (1.2)
- 5.4 (1.6) 4.8 (1.5) 4.9 (1.2) 3.3 (-)
4.5 (2.7) 5.3 (2.7) 5.2 (2.6) 3.8 (2.5) 2.4 (2.0)
4.6 (2.7) 5.4 (2.6) 5.1 (2.8) 3.7 (2.4) 2.6 (2.3)
4.5 (2.7) 5.3 (2.4) 5.1 (2.2) 4.2 (1.8) 4.3 (1.6)
4.6 (2.7) 5.4 (2.3) 5.0 (2.2) 4.6 (1.6) 2.8 (2.0)
Occupational situation
Improvement; n (%) No change; n (%) Deterioration; n (%)
211 (30.0) 264 (37.5) 228 (32.4)
143 (25.3) 230 (40.7) 192 (33.9)
411 (31.7) 375 (28.9) 512 (39.5)
398 (29.8) 402 (30.1) 535 (40.1)
622 (31.1) 639 (31.9) 740 (37.0)
541 (28.5) 632 (33.3) 727 (38.3)
Financial situation
Improvement; n (%) No change; n (%) Deterioration; n (%)
394 (56.1) 183 (26.0) 126 (17.9)
273 (48.3) 163 (28.9) 129 (22.8)
720 (55.5) 336 (25.9) 242 (18.6)
666 (49.9) 341 (25.5) 328 (24.6)
1114 (55.7) 519 (25.9) 368 (18.4)
939 (49.4) 504 (26.5) 457 (24.1)
Personal situation
Improvement; n (%) No change; n (%) Deterioration; n (%)
46 (6.5) 488 (69.4) 169 (24.0)
23 (4.1) 422 (74.7) 120 (21.2)
131 (10.1) 825 (63.6) 342 (26.4)
139 (10.4) 938 (70.3) 258 (19.3)
177 (8.9) 1313 (65.6) 511 (25.5)
162 (8.5) 1360 (71.6) 378 (19.9)
SD=standard deviation, BMI=body mass index, MI=myocardial infarction, CHD=coronary heart disease, CVD=cardiovascular 2
disease, cholesterol in mg/dL, alcohol in g/day; 1 High-risk drinking: >30 g alcohol per day for men, > 20 g alcohol per day for 3
women 4
* Multiple responses possible 5
6
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RSI and cardiovascular diseases and cardiovascular risk factors 1
In men, no association was found between the RSI and cardiovascular diseases. In 2
women, a positive association was found between the RSI and MI (HR=1.22 95% 3
CI=0.92-1.63), stroke (HR=1.17, 95% CI=0.93-1.47), and CVD (RR=1.15, 95% 4
CI=1.00-1.33). The RSI was associated with all cardiovascular risk factors for both 5
men and women (except high-risk drinking), e.g. per unit increase in RSI, the risk of 6
diabetes in women increased by 10% (RR 1.10, 95% CI=1.01-1.20). The strongest 7
association was seen in men between the RSI and depressive disorders (RR=1.15, 8
95% CI=1.07-1.24). However, the associations between the RSI and cardiovascular 9
risk factors were stronger in women than in men. 10
Table 2: Associations of RSI with cardiovascular diseases and cardiovascular risk 11
factors in men and women 12
Adjusted by education, study, age 13
BMI=body mass index, MI=myocardial infarction, CHD=coronary heart disease, CVD=cardiovascular disease, cholesterol in 14
mg/dL, alcohol in g/day, High-risk drinking: >30 g alcohol per day for men, > 20 g alcohol per day for women 15
16
Psychosocial stressors and CVD 17
We observed a strong association of CVD in women who reported a deterioration or 18
no change in their occupational situation after reunification compared with women 19
who reported an occupational improvement (RR=4.04, CI 95%=1.21-13.43 20
respectively 3.76, CI 95%=1.03-13.72) (Table 3). We found no associations between 21
other cardiovascular diseases and occupational, financial, and personal changes. 22
Men Women
crude adjusted crude adjusted
Card
iov
ascu
lar
dis
ea
se
s
HR (CI 95%) HR (CI 95%) HR (CI 95%) HR (CI 95%) MI 0.98 (0.88-1.08) 1.01 (0.90-1.13) 1.21 (0.92-1.57) 1.22 (0.92-1.63) Stroke 0.90 (0.76-1.06) 0.94 (0.78-1.15) 1.17 (0.94-1.46) 1.17 (0.93-1.47)
RR (CI 95%) RR (CI 95%) RR (CI 95%) RR (CI 95%) CVD 0.94 (0.88-1.01) 0.96 (0.87-1.06) 1.10 (1.00-1.22) 1.15 (1.00-1.33) CHD 0.95 (0.88-1.04) 0.97 (0.87-1.09) 1.07 (0.93-1.24) 1.13 (0.89-1.43)
RR (CI 95%) RR (CI 95%) RR (CI 95%) RR (CI 95%)
Card
iova
scu
lar
risk f
acto
rs
Hypertension 1.02 (1.002-1.03) 1.02 (1.002-1.03) 1.04 (1.02-1.06) 1.04 (1.02-1.06) Smoking 1.02 (1.01-1.02) 1.01 (1.004-1.02) 1.03 (1.01-1.05) 1.03 (1.01-1.04) Diabetes 1.03 (0.98-1.10) 1.05 (0.98-1.13) 1.07 (1.01-1.13) 1.10 (1.01-1.20) High-risk drinking 0.98 (0.95-1.02) 0.99 (0.95-1.02) 0.97 (0.90-1.05) 0.99 (0.92-1.06) Depressive disorders
1.15 (1.06-1.24) 1.15 (1.07-1.24) 1.07 (1.01-1.12) 1.07 (1.02-1.11)
β (CI 95%) β (CI 95%) β (CI 95%) β (CI 95%) BMI 0.17 (0.09-0.24) 0.16 (0.08-0.24) 0.32 (0.22-0.42) 0.25 (0.16-0.55) Cholesterol 1.44 (0.60-2.28) 1.47 (0.64-2.43) 1.70 (0.85-2.55) 1.40 (0.59-2.20)
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Table 3: Associations of the changes in occupational, financial, and personal 1
situation after reunification with CVD in men and women 2
Men Women
crude adjusted crude adjusted
RR (CI 95%) RR (CI 95%) RR (CI 95%) RR (CI 95%)
Occupational situation
Improvement 1 1 1 1
No change 0.97 (0.63-1.49) 0.71 (0.46-1.08) 4.56 (1.33-15.54) 3.76 (1.03-13.72)
Deterioration 0.68 (0.43-1.08) 0.79 (0.50-1.26) 3.96 (1.16-13.55) 4.04 (1.21-13.43)
Financial situation
Improvement 1 1 1 1
No change 0.99 (0.65-1.50) 0.91 (0.60-1.36) 3.45 (0.47-2.51) 3.10 (0.45-2.14)
Deterioration 0.69 (0.40-1.20) 0.90 (0.52-1.58) 2.10 (0.25-1.81) 2.63 (0.29-2.37)
Personal situation
Improvement 1 1 1 1
No change 0.67 (0.38-1.17) 0.77 (0.45-1.31) 3.45 (0.47-2.51) 3.10 (0.45-2.14)
Deterioration 0.64 (0.34-1.20) 0.87 (0.48-1.59) 2.10 (0.25-1.81) 2.63 (0.29-2.37)
Adjusted by education, study, age, “Improvement”= Reference group 3
4
Occupational situation and cardiovascular risk factors 5
Deterioration in the occupational situation was considerably associated with 6
cardiovascular risk factors for both men and women. The strongest associations were 7
observed for diabetes in women, for depressive disorders in men, and for cholesterol 8
for both men and women. The relative risk for diabetes in women who reported an 9
occupational deterioration after reunification compared with women who had an 10
occupational improvement after reunification was 1.66 (CI 95% 1.05-2.63). For an 11
occupational deterioration associated with depressive disorders in men, the 12
corresponding relative risk was 1.85 (CI 95% 1.24-2.77). In men who underwent 13
occupational deterioration after reunification, total cholesterol increased by about 14
7.65 mg/dL (CI 95% 2.70-12.61) compared to men who had an occupational 15
improvement after reunification. No relevant association was observed for high-risk 16
drinking. 17
18
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Table 4 Associations of the changes of the occupational, financial and personal situation after the reunification with cardiovascular risk
factors in men and women
Men Women Men Women Men Women
Occupational situation Financial situation Personal situation
crude adjusted crude adjusted crude adjusted crude adjusted crude adjusted crude adjusted
RR
(CI 95%)
RR
(CI 95%)
RR
(CI 95%)
RR
(CI 95%)
RR
(CI 95%)
RR
(CI 95%)
RR
(CI 95%)
RR
(CI 95%)
RR
(CI 95%)
RR
(CI 95%)
RR
(CI 95%)
RR
(CI 95%)
Hyper-
tension
Improvement 1 1 1 1 1 1 1 1 1 1 1 1
No change 1.06
(0.98-1.15)
0.99
(0.92-1.07)
1.06
(0.98-1.15)
0.99
(0.92-1.07)
1.10
(1.02-1.18)
1.08
(1.06-1.16)
1.12
(0.99-1.27)
1.08
(0.97-1.20)
1.04
(0.93-1.18)
1.06
(0.94-1.19)
1.12
(0.91-1.36)
1.02
(0.85-1.21)
Deterioration 1.08
(1.003-1.17)
1.06
(0.98-1.14)
1.08
(1.003-1.17)
1.06
(0.98-1.14)
1.07
(0.99-1.16)
1.11
(1.02-1.20)
1.16
(1.01-1.29)
1.19
(1.06-1.34)
1.02
(0.89-1.16)
1.06
(0.94-1.21)
1.12
(0.91-1.40)
1.08
(0.87-1.33)
Smoking
Improvement 1 1 1 1 1 1 1 1 1 1 1 1
No change 1.01
(0.94-1.08)
0.99
(0.93-1.06)
1.01
(0.94-1.08)
0.99
(0.93-1.06)
1.09
(1.03-1.15)
1.05
(0.99-1.12)
1.12
(1.00-1.24)
1.11
(1.01-1.24)
0.98
(0.90-1.07)
0.98
(0.90-1.07)
0.92
(0.79-1.08)
1.01
(0.86-1.17)
Deterioration 1.11
(1.05-1.18)
1.09
(1.03-1.16)
1.11
(1.05-1.18)
1.09
(1.03-1.16)
1.15
(1.08-1.22)
1.11
(1.04-1.18)
1.27
(1.14-1.41)
1.24
(1.12-1.38)
0.97
(0.89-1.07)
0.96
(0.88-1.06)
0.98
(0.82-1.17)
1.02
(0.86-1.21)
Diabetes
Improvement 1 1 1 1 1 1 1 1 1 1 1 1
No change 1.23
(0.84-1.80)
1.02
(0.70-1.49)
1.23
(0.84-1.80)
1.02
(0.70-1.49)
1.09
(0.77-1.56)
1.06
(0.75-1.51)
1.12
(1.00-1.24)
1.11
(1.01-1.24)
0.85
(0.51-1.42)
0.90
(0.55-1.48)
0.76
(0.43-1.33)
0.82
(0.47-1.45)
Deterioration 1.20
(0.83-1.74)
1.20
(0.83-1.73)
1.20
(0.83-1.74)
1.20
(0.83-1.73)
1.29
(0.89-1.88)
1.45
(1.01-2.11)
1.27
(1.14-1.41)
1.24
(1.12-1.38)
0.97
(0.56-1.67)
1.12
(0.65-1.94)
0.75
(0.39-1.45)
0.81
(0.32-1.16)
High-risk
drinking
Improvement 1 1 1 1 1 1 1 1 1 1 1 1
No change 1.01
(0.84-1.21)
1.06
(0.88-1.28)
0.90
(0.85-1.40)
0.95
(0.61-1.48)
1.05
(0.88-1.25)
1.06
(0.89-1.27)
0.65
0.42-1.02
0.72
(0.45-1.13)
0.84
(0.66-10.7)
0.84
0.66-1.07
0.66
0.39-1.12
0.69
(0.41-1.18)
Deterioration 0.96
(0.80-1.15)
0.97
(0.81-1.17)
1.05
(0.69-1.59
1.17
0.76-1.81
1.08
(0.88-131)
1.04
(0.85-1.27)
0.83
(0.55-1.27)
0.90
(0.59-1.38)
0.83
(0.63-7.08
0.79
0.60-1.03
0.74
0.40-1.36
0.79
(0.43-1.46)
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Improvement 1 1 1 1 1 1 1 1 1 1 1 1
Depressive
disorders
No change 0.69
(0.42-1.15)
0.73
(0.44-1.21)
0.89
(0.66-1.19)
0.97
(0.72-1.29)
0.84
(0.54-1.30)
0.89
(0.56-1.42)
1.02
(0.77-1.32)
1.02
(0.78-1.35)
0.67
(0.37-1.18)
0.71
(0.40-1.25)
0.93
(0.62-1.41)
1.02
(0.67-1.56)
Deterioration
1.77
(1.20-2.61)
1.85
(1.24-2.77)
1.19
(0.92-1.55)
1.23
(0.94-1.60)
1.85
(1.27-2.68)
1.83
(1.24-2.89)
1.29
(1.01-1.67)
1.32
(1.02-1.70)
1.52
(0.85-2.72)
1.51
(0.85-2.56)
1.65
(1.07-2.54)
1.67
(1.08-2.59)
β
(CI 95%)
β
(CI 95%)
β
(CI 95%)
β
(CI 95%)
β
(CI 95%)
β
(CI 95%)
β
(CI 95%)
β
(CI 95%)
β
(CI 95%)
β
(CI 95%)
β
(CI 95%)
β
(CI 95%)
BMI
Improvement 0 0 0 0 0 0 0 0 0 0 0 0
No change 0.51
(0.0-0.92)
0.30
(-0.10-0.71)
0.43
(-0.17-0.71)
-0.03
(-0.61-0.53)
0.28
(-0.11-0.68)
0.18
(-0.21-0.58)
0.87
(0.32-1.43)
0.61
(0.09-1.14)
0.20
(-0.41-0.82)
0.24
(-0.36-0.86)
0.63
(-0.24-1.51)
0.39
(-0.43-1.22)
Deterioration 1.18
(0.74-1.62)
1.02
(0.58-1.45)
1.63
(1.02-2.24)
1.17
(0.58-1.76)
0.73
(0.25-1.20)
0.75
(0.28-1.23)
1.55
(0.93-2.16)
1.34
(0.74-1.94)
0.31
(-0.40-1.03)
0.50
(-0.20-1.21)
1.00
(-0.03-2.05)
0.81
(-0.17-1.80)
Cholesterol
mg/dL
Improvement 0 0 0 0 0 0 0 0 0 0 0 0
No change 3.34
(-1.43-8.11)
3.65
(-1.05-8.3)
0.44
(-0.70-964)
1.82
(-3.08-6.74)
5.60
(1.00-10.20)
5.24
(0.68-9.79)
2.52
(-2.40-7.45)
1.81
(-2.88-6.51)
2.69
(-4.36-9.75)
5.62
(-1.26-12.52)
2.09
(-5.37-9.57)
2.34
(-4.63-9.31)
Deterioration 8.96
(3.94-13.99)
7.65
(2.70-12.61)
11.25
(6.21-16.2)
7.83
(3.06-12.60)
8.62
(3.18-14.05)
8.93
(3.52-14.35)
7.19
(2.11-12.26)
6.88
(2.02-11.74)
5.24
(-2.9-13.46)
7.74
(-0.44-15.93)
1.32
(-6.98-9.64)
1.18
(-6.89-9.26)
Adjusted by education, study, age; “Improvement“= reference group
BMI=body mass index; High-risk drinking: >30 g alcohol per day for men, > 20 g alcohol per day for women
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Financial situation and cardiovascular risk factors 1
Deterioration in the financial situation was considerably associated with 2
cardiovascular risk factors in both men and women, particularly in women. The 3
strongest associations were observed for smoking in women (RR=1.24, CI 4
95%=1.12-1.38), for diabetes in both men and women (RR=1.45, CI 95%=1.01-2.11; 5
RR=1.98, CI 95%=1.30-2.99, respectively), for depressive disorders in men 6
(RR=1.83, CI 95%=1.24-2.89), and for total cholesterol in men (β=8.93 mg/dL, CI 7
95%=3.52-14.35). No relevant association was observed for high-risk drinking (Table 8
4). 9
Personal situation and cardiovascular risk factors 10
We observed no association between changes in personal situation and 11
cardiovascular risk factors, except in women for depressive disorders. The relative 12
risk for depressive disorders in women who had a deterioration in personal situation 13
after reunification was 1.67 (CI 95% 1.08-2.59) (Table 4). 14
Discussion 15
To our knowledge, this study is the first to analyse psychosocial stressors that 16
changed through a transition with direct reference to cardiovascular outcomes on an 17
individual basis. We analysed the consequences of the reunification for psychosocial 18
stressors. Reunification was a fixed event in the past which entailed changes of 19
these factors. We observed an increase in CVD morbidity in women with a higher 20
RSI. Furthermore, we found that the RSI was weakly but consistently associated with 21
cardiovascular risk factors in both men and women. Deterioration in the occupational 22
and financial situation after reunification was considerably associated with diabetes, 23
depressive disorders, cholesterol, and smoking. In general, the associations were 24
stronger in women than in men, with the exception of depressive disorders. 25
Reunification was a critical life event that no one was able to escape. The rapid 26
transition from communism or socialism to capitalism has been called “shock 27
therapy”.7 This led, at the level of the labour market, to a precarious employment 28
relationship and mass unemployment.24 Within a few years, millions of people lost 29
their jobs due to the rapid de-industrialisation in most of the transition countries. 30
Between 1989 and 1991, more than 2.5 million people in the former GDR became 31
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unemployed. Fifty percent of East Germans changed their place of work during 1
1990/1991, and more than 60% of industrial workers became unemployed.25 Many 2
studies have shown a negative impact of unemployment on health.26 The 3
unemployment rate in East Germany rose rapidly after reunification. Although 4
unemployment affected both men and women, this increased dramatically for 5
women. The rate of unemployment in 1994 in East Germany was 22% in women and 6
11% in men.25 This could also explain the stronger associations of stressors with 7
CVD and cardiovascular risk factors for women in this study. Additionally, in a 8
prospective study on the changes in perceived stress as a result of the 2008 9
economic crisis in Iceland, it was shown that the perceived stress of women after the 10
economic crisis was significantly higher than before the crisis, especially for women 11
who were unemployed. These changes were much stronger for women than for 12
men.27 This is in line with our findings. During the economic crisis in Iceland the use 13
of cardiac emergency rooms increased in women. This was explained by a state of 14
uncertainty and anxiety about the future.28 15
Our study showed a strong association between the RSI and occupational changes 16
and depressive disorders for men. In Romania and Hungary, depression and 17
affective disorders increased sharply after the collapse of the communist regime, 18
especially in men.29,30 Kopp and colleagues explained this with the loss of social 19
rank30. Men are less able to compensate for this than women.31 Cockerham assumed 20
that unhealthy lifestyles are the principal social determinant of increased mortality in 21
Russia and selected Eastern European countries. Our data suggest rather that the 22
deterioration in psychosocial factors after reunification was associated with an 23
unhealthier lifestyle like smoking habits.13 The MONICA survey in East German study 24
sites found a slight increase in smoking for women between 1988 and 1992. This 25
goes in line with our findings. 26
We found an association between personal change and depressive disorders for 27
women. The MONICA survey in East Germany found an increased number of 28
women who felt “very isolated” after reunification, particularly in unemployed 29
women.16 Unemployment and the changes in the labour market may explain the 30
decrease in social support. The working environment played a central role in the 31
GDR. The workplace ensured social care (e.g. child care, medical care, recreational 32
facility, and sporting and cultural activities). With the loss of their workplace or with a 33
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change in structural labour market conditions, a lot of people lost their social 1
contacts. It could be that social isolation explains the increase in depressive 2
disorders in women who experienced deterioration in their personal situation after 3
reunification. 4
There are some factors that limit our study. First, this analysis faces the usual 5
restrictions of a cross-sectional design: to determine the causality, a longitudinal 6
design would be required. Additionally, we cannot exclude that outcomes like 7
depressive disorders or hypertension already persisted before reunification. 8
However, the exposure RSI refers to a fixed event in the past (German reunification) 9
so we can assume a chronological order of exposure and disease outcomes MI and 10
stroke. Second, the basic surveys were undertaken from 1998 to 2006, i.e. 8 to 16 11
years after reunification. However, we argue that after this time delay answering 12
questions concerning personal impact of reunification will give a more steady 13
reflection of the personal state. Third, we assume that we lost potential participants 14
because of illness or death due to factors associated to reunification. Furthermore, it 15
is well-known that healthy women and men were more likely to migrate after 16
reunification to the western part of Germany. We thus cannot exclude a selection 17
bias, which could change our results in both directions. Fourth, some questionnaires 18
are different between the studies, e.g. for depressive disorders. But in analyses 19
stratified by study effects were similar. However, we are prudent with the 20
interpretation of the effects, because a depressive disorder exists for a long period; 21
therefore it is possible that depressed persons answer in a negative way followed by 22
the depressive disorder. 23
In summary, our findings show that psychosocial stressors have changed through 24
reunification and have favoured cardiovascular risk and cardiovascular diseases 25
factors. An explanation for these findings could be that women were more often 26
affected by unemployment after reunification. Our findings support the established 27
hypothesis that psychosocial stressors favour cardiovascular risk factors and CVD 28
after social change. Morbidity and mortality follow-up examination of both cohorts 29
could enhance the results. 30
31
Contributors 32
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SB: conducted the statistical analyses and drafted the report. AK: helped designing 1
major parts of the study and helped drafting the manuscript. OK: participated in the 2
statistical analyses and helped drafting the manuscript. KHG, CK, SN, KW, MRPM, 3
COS, HV: helped designing the study, and drafting the manuscript. JH: conceived of 4
the study, designed major parts of the study and helped drafting the manuscript. The 5
paper was revised by all authors. 6
Competing interests 7
All authors report no conflict of interest. 8
Funding 9
This work was funded by a grant from the Deutsche Forschungsgemeinschaft [SFB 10
598–02 No. Ha 2419/2-1], by a grant of the Martin-Luther-University Halle-11
Wittenberg, by the Ministry of Education and Cultural Affairs of Saxony-Anhalt, by the 12
Federal Ministry of Education and Research [No. 01ZZ9603, 01ZZ0103, 01ZZ0701], 13
and the Ministry of Cultural Affairs and the Social Ministry of the Federal State of 14
Mecklenburg-West Pomerania. 15
Data sharing statement 16
No additional data are available. 17
References 18
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trends in survival and coronar y-event rates to changes in coronary heart disease 20
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factors with risk of acute myocardial infarction in 11119 cases and 13648 controls 24
from 52 countries (the INTERHEART study): case-control study. Lancet. 25
2004;364:953-62. 26
15. Ergebnisse des MONICA-Projektes Ostdeutschland 1984-1993. 27
Abschlussforschungsbericht an das Bundesministerium für Bildung, Wissenschaft, 28
Forschung und Technologie. 1997. 29
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16. Filipp SH, Aymanns P. Kritische Lebensereignisse und Lebenskrisen. 1
Stuttgart: Kohlhammer; 2010. 2
17. Greiser KH, Kluttig A, Schumann B et al. Cardiovascular disease, risk factors 3
and heart rate variability in the elderly general population: design and objectives of 4
the CARdiovascular disease, Living and Ageing in Halle (CARLA) Study. BMC 5
Cardiovasc Disord. 2005;5:33. 6
18. John U, Greiner B, Hensel E et al. Study of Health in Pomerania (SHIP): a 7
health examination survey in an east German region: objectives and design. Soz 8
Praventivmed. 2001;46:186-94. 9
19. Bühringer G, Augustin R, Bergmann E et al.(Hrsg) (2000) Alkoholkonsum und 10
alkoholbezogene Störungen in Deutschland. Schriftenreihe des Bundesministeriums 11
für Gesundheit. Bd128, Nomos Baden-Baden 12
20. Radloff LS, The CES-D Scale: A Self-Report Depression Scale for Research in 13
the General Population. Applied Psychological Measurement, 1977. 1: 385-401. 14
21. Milette K, Hudson M, Baron M, Thombs BD, Group CSR. Comparison of the 15
PHQ-9 and CES-D depression scales in systemic sclerosis: internal consistency 16
reliability, convergent validity and clinical correlates. Rheumatology. 2010;49(4):789-17
96. 18
22. Wittchen HU, Höfler M, Gander F et al. Screening for mental disorders: 19
performance of the Composite International Diagnostic – Screener (CID–S). 20
International Journal of Methods in Psychiatric Research. 1999;8:59-70. 21
23. Greenland S, Pearl J, Robins JM. Causal diagrams for epidemiologic 22
research. Epidemiology. 1999;10:37-48. 23
24. Stuckler D, Basu S, Suhrcke M et al.The health implications of financial crisis: 24
a review of the evidence. Ulster Med J. 2009;78:142-5. 25
25. Rosenzweig B. Deutschland Ost-Deutschland West, Opfer, Verliererinnen, 26
ungleiche Schwestern? Der Bürger im Staat. 2000;4:225-30. 27
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26. Roelfs DJ, Shor E, Davidson KW, Schwartz JE. Losing life and livelihood: a 1
systematic review and meta-analysis of unemployment and all-cause mortality. Soc 2
Sci Med. 2011;72:840-54. 3
27. Hauksdottir A, McClure C, Jonsson SH et al. Increased stress among women 4
following an economic collapse--a prospective cohort study. Am J Epidemiol. 5
2013;177:979-88. 6
28. Guethjonsdottir GR, Kristjansson M, Olafsson O et al. Immediate surge in 7
female visits to the cardiac emergency department following the economic collapse in 8
Iceland: an observational study. Emerg Med J. 2012;29:694-8. 9
29. Ionescu I. Depression in post-communist Romania. Lancet. 2005;365:645-6. 10
30. Kopp MS, Skrabski A, Szekely A et al. Chronic stress and social changes: 11
socioeconomic determination of chronic stress. Ann N Y Acad Sci. 2007; 1113:325-12
338. 13
31. Rethelyi JM, Kopp MS. Hierarchy disruption: Women and men. Behav Brain Sci 14
2004; 27:305-307. 15
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STROBE Statement—Checklist of items that should be included in reports of cross-sectional studies
Item
No
Recommendation
Page (p)and
line Number
(l)
Title and abstract 1 (a) Indicate the study’s design with a commonly used term in
the title or the abstract
p 2, l 6
(b) Provide in the abstract an informative and balanced
summary of what was done and what was found
p 2, l 2-25
Introduction
Background/rationale 2 Explain the scientific background and rationale for the
investigation being reported
p 4, l 2-16
Objectives 3 State specific objectives, including any prespecified hypotheses p 4, l 17-25
Methods
Study design 4 Present key elements of study design early in the paper p 4, l 28-31
Setting 5 Describe the setting, locations, and relevant dates, including
periods of recruitment, exposure, follow-up, and data collection
p 4, l 28-31
p 5, l 1-5, 10-
31
Participants 6 (a) Give the eligibility criteria, and the sources and methods of
selection of participants
p 5, l 5-12
Variables 7 Clearly define all outcomes, exposures, predictors, potential
confounders, and effect modifiers. Give diagnostic criteria, if
applicable
p 5, l 14-32
p 6, l 1-32
Data sources/
measurement
8* For each variable of interest, give sources of data and details of
methods of assessment (measurement). Describe comparability
of assessment methods if there is more than one group
p 5, l 14-32
p 6, l 1-32
p 7, l 1,2
Bias 9 Describe any efforts to address potential sources of bias p 7, l 21-24
Study size 10 Explain how the study size was arrived at p 5, l 5-12
Quantitative variables 11 Explain how quantitative variables were handled in the
analyses. If applicable, describe which groupings were chosen
and why
p 5, l13-32
p 6, l 11-13
Statistical methods 12 (a) Describe all statistical methods, including those used to
control for confounding
p 7, l 3-27
(b) Describe any methods used to examine subgroups and
interactions
p 7, l 24/25
(c) Explain how missing data were addressed p 5, l 11/12
(d) If applicable, describe analytical methods taking account of
sampling strategy
(e) Describe any sensitivity analyses
Results
Participants 13* (a) Report numbers of individuals at each stage of study—eg
numbers potentially eligible, examined for eligibility,
confirmed eligible, included in the study, completing follow-
up, and analysed
p 5, l 5-12
p 7, l 29
(b) Give reasons for non-participation at each stage p 5, l 5-12
(c) Consider use of a flow diagram
Descriptive data 14* (a) Give characteristics of study participants (eg demographic, Table 1
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2
clinical, social) and information on exposures and potential
confounders
(b) Indicate number of participants with missing data for each
variable of interest
Table 1
p 5, l 11/12
Outcome data 15* Report numbers of outcome events or summary measures Table 1
Main results 16 (a) Give unadjusted estimates and, if applicable, confounder-
adjusted estimates and their precision (eg, 95% confidence
interval). Make clear which confounders were adjusted for and
why they were included
Table 2-4
(b) Report category boundaries when continuous variables were
categorized
Table 1
(c) If relevant, consider translating estimates of relative risk
into absolute risk for a meaningful time period
Other analyses 17 Report other analyses done—eg analyses of subgroups and
interactions, and sensitivity analyses
(p 7, l 24/25)
Discussion
Key results 18 Summarise key results with reference to study objectives p 14, l 18-23
Limitations 19 Discuss limitations of the study, taking into account sources of
potential bias or imprecision. Discuss both direction and
magnitude of any potential bias
p 16, l 3-18
Interpretation 20 Give a cautious overall interpretation of results considering
objectives, limitations, multiplicity of analyses, results from
similar studies, and other relevant evidence
p 14, l 24-31,
p 15, l 1-33,
p 16, l 1-5
Generalisability 21 Discuss the generalisability (external validity) of the study
results
p 16, l 19-22
Other information
Funding 22 Give the source of funding and the role of the funders for the
present study and, if applicable, for the original study on which
the present article is based
p 17, l 4-9
*Give information separately for exposed and unexposed groups.
Note: An Explanation and Elaboration article discusses each checklist item and gives methodological background and
published examples of transparent reporting. The STROBE checklist is best used in conjunction with this article (freely
available on the Web sites of PLoS Medicine at http://www.plosmedicine.org/, Annals of Internal Medicine at
http://www.annals.org/, and Epidemiology at http://www.epidem.com/). Information on the STROBE Initiative is
available at www.strobe-statement.org.
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Psychosocial stressors related to German reunification in
1989/1990 and the development of cardiovascular risk
factors and cardiovascular diseases in the former German
Democratic Republic
Journal: BMJ Open
Manuscript ID bmjopen-2015-008703.R2
Article Type: Research
Date Submitted by the Author: 31-Aug-2015
Complete List of Authors: Bohley, Stefanie; Institute of Medical Epidemiology, Biostatistics and Informatics, Kluttig, Alexander; Institute of Medical Epidemiology, Biostatistics and Informatics, Werdan, Karl; Department of Medicine III, Nuding, Sebastian; Department of Medicine III, Greiser, Karin Halina; Division of Cancer Epidemiology, Kuss, Oliver; German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich-Heine-University, Institute of Biometrics and Epidemiology
Markus, Marcello; Institute for Community Medicine, Schmidt, Carsten; Institute for Community Medicine, Völzke, Henry; Institute for Community Medicine, University Medicine Greifswald Krabbe, Christine; Institute for Community Medicine, Haerting, Johannes; Institute for Biometrics and Epidemiology, German Diabetes Center,
<b>Primary Subject Heading</b>:
Cardiovascular medicine
Secondary Subject Heading: Epidemiology
Keywords: Cardiac Epidemiology < CARDIOLOGY, EPIDEMIOLOGY, SOCIAL MEDICINE
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Psychosocial stressors related to German reunification in 1989/1990 and the 1
development of cardiovascular risk factors and cardiovascular diseases in the 2
former German Democratic Republic 3
4
Stefanie Bohley1 (Corresponding Author) 5
Institute of Medical Epidemiology, Biostatistics and Informatics, Martin-Luther-6
University Halle-Wittenberg 7
Magdeburgerstraße 8, 06112, Halle (Saale), Germany 8
E-Mail: [email protected] Telephone: +49 345 557 35 79 9
10
Alexander Kluttig1, Karl Werdan2 , Sebastian Nuding2 , Karin Halina Greiser3 , Oliver 11
Kuss4, Marcello Ricardo Paulista Markus5 , Carsten Oliver Schmidt5 Henry Völzke5 , 12
Christine Krabbe5, Johannes Haerting1 13
14
1 Institute of Medical Epidemiology, Biostatistics and Informatics, Martin-Luther-15
University Halle-Wittenberg, Halle (Saale), Germany 16
2 Department of Medicine III, Martin-Luther-University Halle-Wittenberg, Halle 17
(Saale), Germany 18
3 Division of Cancer Epidemiology, German Cancer Research Centre, Heidelberg, 19
Germany 20
4 Institute for Biometrics and Epidemiology, German Diabetes Center, Leibniz 21
Institute for Diabetes Research at Heinrich Heine University, Düsseldorf, Germany 22
5 Institute for Community Medicine, University of Greifswald, Greifswald, Germany 23
24
25
Keywords: Psychosocial stressors, Cardiovascular diseases, Cardiovascular risk 26
factors, Social Change, German Reunification 27
28
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Abstract 1
Objectives: 2
Aim of this study was to examine the relationship between changes in psychosocial 3
stressors associated with German reunification and cardiovascular effects. We 4
hypothesised that higher levels of psychosocial stress related to German 5
reunification, were associated with an increase in cardiovascular risk factors and 6
cardiovascular diseases (CVD). 7
Design: Cross-sectional data from two cohort studies in East Germany were used: 8
Cardiovascular Disease, Living and Ageing in Halle Study (CARLA) and Study of 9
Health in Pomerania (SHIP). 10
Setting: Two populations in East Germany. 11
Participants: CARLA-study: 1.779 participants aged 45 to 83 at baseline (812 12
women), SHIP-study: 4.308 aged 20 to 79 at baseline (2.193 women). 13
Primary and secondary outcome measures: Psychosocial stressors related to 14
reunification were operationalised by the Reunification Stress Index (RSI; scale from 15
0 to 10). This index was composed of questions that were related to changes in 16
psychosocial stressors (occupational, financial, and personal) after reunification. To 17
examine the associations between the RSI and each stressor separately with 18
cardiovascular risk factors and CVD, regression models were used. 19
Results: RSI was associated with CVD in women (RR=1.15, 95% CI=1.00-1.33). 20
Cardiovascular risk factors were associated with RSI for both men and women with 21
strongest associations between RSI and diabetes in women (RR=1.10, 95% CI=1.01-22
1.20) and depressive disorders in men (RR=1.15, 95% CI=1.07-2.77). The change in 23
occupational situation related to reunification was the major contributing psychosocial 24
stressor. We observed a strong association with CVD in women who experienced 25
occupational deterioration after reunification (RR=4.04, 95% CI=1.21-13.43). 26
Conclusion: Deterioration of psychosocial stressors (occupational, financial, and 27
personal) related to German reunification was associated with cardiovascular risk 28
factors and CVD. The associations were stronger in women than in men. An 29
explanation for these findings could be that women were more often affected by 30
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unemployment after reunification. Morbidity and mortality follow-up of both cohorts 1
could enhance the results. 2
3
Strengths and limitations of this study 4
• This study is the first to analyse psychosocial stressors that changed through 5
a transition with direct reference to cardiovascular outcomes on an individual 6
basis. 7
• Furthermore, both studies are representative samples and the assessment of 8
the data are highly standardized and in agreement with other German and 9
international studies. 10
• Regarding the study population, we cannot rule out the possibility of a 11
selection bias. 12
• The analysis faces the usual restrictions of a cross-sectional design: to 13
determine the causality, a longitudinal design would be required. 14
• Because of the time lag between the event of reunification 1989/90 and the 15
interview, where the Reunification Stress Index questionnaire was applied, 16
recall bias may have influenced the results. However, we evaluated validity 17
and reliability of the Reunification Stress Index and found no indication for 18
recall bias. 19
• Additionally, we cannot exclude that outcomes like depressive disorders or 20
hypertension already persisted before reunification. However, the exposure 21
RSI refers to a fixed event in the past (German reunification) so we can 22
assume a chronological order of exposure and disease outcomes MI and 23
stroke. 24
25
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Introduction 1
Mortality from cardiovascular diseases (CVD) has decreased in the last century in 2
European countries. However, an east-west gradient of higher mortality in central and 3
eastern European countries is still present.1,2 After the epochal process of the 4
societal transition starting in 1989/90 in Central and Eastern Europe and the former 5
Soviet Union, these discrepancies increased enormously.3-6 Studies have described 6
possible causes for the increase in cardiovascular mortality after the collapse of the 7
socialist and communistic regimes.7-9 Some authors have particularly emphasized 8
the importance of psychosocial stressors on the increase in cardiovascular mortality 9
after the social change.10-13 Assumed determinants of psychosocial stressors in this 10
context are: occupational stressors e.g. unemployment5,11, mass-privatization7, job 11
strain12, financial stressors5,11,14,15, and personal stressors e.g. social isolation12,15 12
critical life events12. 13
It has been repeatedly shown that psychosocial stressors (e.g. job strain, social 14
isolation, depression, critical life events) can contribute to the development of CVD.16-15
23 The political, social, and economic changes in the German Democratic Republic 16
(GDR), the so-called “reunification”, brought serious changes in requirements and 17
fully modified the societal environment of the inhabitants. Reunification was a 18
population-based critical life event, which entailed other critical life events.24,25 19
The implications of psychosocial stressors during the process of a social transition as 20
a form of social change are still unclear. As such, some researchers requested 21
further investigations to better understand the links between social change, 22
psychosocial stressors, health behaviour, and the resulting impacts on health.6,11 23
However, specific psychosocial stressors have not been identified.13 We analysed 24
changes of occupational, financial, and personal situation after the reunification as 25
determinates of psychosocial stressors. Therefore, the aim of this study was to 26
examine the relationship between individually perceived changes in psychosocial 27
stressors associated with German reunification and cardiovascular effects. We 28
hypothesised that higher levels of individually perceived psychosocial stress related 29
to this critical life event, i.e. reunification, were associated with an increase in 30
cardiovascular risk factors and CVD. 31
Methods 32
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Study design and study population 1
This study was based on cross-sectional data from the baseline assessment of two 2
cohort studies in East Germany: the Cardiovascular Disease, Living and Ageing in 3
Halle Study (CARLA) in Saxony-Anhalt (2002-2006)26 and the Study of Health in 4
Pomerania (SHIP) (1997-2002)27. We combined the cohorts for two reasons: firstly, 5
these cohorts are the only once that assessed psychosocial stressors related to 6
reunification, secondly, to increase the sample size. Both studies drew random 7
samples from mandatory lists. Data collection included a standardised, computer-8
assisted interview, questionnaires and a physical examination by trained study 9
nurses. Written informed consent was obtained upon enrolment. Both studies were 10
approved by the local ethical committees of the associated medical schools. The 11
response proportion was 64% for CARLA and 69% for SHIP. The CARLA study 12
population comprised 1.779 participants aged 45 to 83 at baseline (812 women). The 13
number of subjects participating in the SHIP study was 4.308 aged 20 to 79 at 14
baseline (2.193 women). For this study, we excluded participants who had a 15
diagnosis of myocardial infarction (MI) and/or stroke that predated 1990 (N=123), had 16
not resided in the former GDR (N=120), were unoccupied before 1990 (N=1.701; 17
mostly retired persons), who were <=16yrs in 1990 (N=94), or those for whom data 18
were missing on the components of the Reunification Stress Index (RSI) (N=148). In 19
total the study size comprised N=3.901. 20
Reunification Stress Index 21
We operationalised the psychosocial stressors related to reunification through the 22
RSI. The index was computed based on the answers obtained by the following three 23
questions: “Has your occupational situation changed since reunification (since 24
1990)?”, “Has your financial situation changed since reunification (since 1990)?”, and 25
“Has your personal situation (e.g. your personal contacts with friends or relatives) 26
changed since reunification (since 1990)?” We asked in a way that all study persons 27
attribute their answers to the unique event and consequences of reunification: “Now 28
we ask questions concerning reunification”. The possible answers differed between 29
the studies: CARLA: 1=greatly improved, 2=improved, 3=no change, 4=deteriorated, 30
5=greatly deteriorated, SHIP: 1=improved, 2=no change, 3=deteriorated. The 31
indicators were added into a total sum. We computed the mean of the indicators for 32
each participant. RSI was calculated and standardised to a scale from 0 to 10 to 33
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make it comparable between the studies with the following formula: RSI=(mean-1
1)*10/range of the mean (mean: mean of the items of any particpants;1: minimum 2
value of the mean; 10: chosen maximum value of the RSI; range of the mean was in 3
CARLA=4 and in SHIP=2). Values less than 5 indicate an improvement in 4
psychosocial factors after reunification, a value of 5 indicates no changes in 5
psychosocial factors after reunification, and values higher than 5 indicate a 6
deterioration in psychosocial factors after reunification. The RSI was externally 7
validated by an independently conducted interview of 18 participants of the CARLA 8
cohort. We validated the self-constructed RSI with an own qualitative study 9
interviewing 18 subjects from the CARLA population blindly randomly selected 10
stratified by RSI score values. The results will be published in a separate paper. 11
Furthermore, we also analysed the questions of the RSI separately in order to 12
estimate the proper effect of each psychosocial stressor (occupational, financial, and 13
personal) on the outcomes. 14
Cardiovascular diseases and cardiovascular risk factors 15
Prevalent MI and stroke were defined as self-reported physician’s diagnoses. 16
Coronary heart disease (CHD) was defined as the presence of MI, and/or self-17
reported coronary artery bypass surgery, and/or self-reported percutaneous coronary 18
intervention. CVD was defined as CHD and/or self-reported physician-diagnosed 19
stroke, and/or carotid surgery. Hypertension was defined as mean systolic blood 20
pressure greater or equal to 140 mmHg, and/or mean diastolic blood pressure 21
greater or equal to 90 mmHg, and/or use of antihypertensive medication according to 22
the Anatomical Therapeutic Chemical Classification System. For high-risk drinking in 23
men, we used a cut-off of >30 mg alcohol/day and in women a cut-off of >20 mg 24
alcohol/day.28 Body mass index (BMI) was calculated as kg/m2. The definition of 25
diabetes mellitus was based on self-reported physician’s diagnosis (yes/no). Smoking 26
behaviour was grouped as yes (current smoker and ex-smoker) or no (never 27
smoker). Laboratory analyses of non-fasting venous blood samples included serum 28
total cholesterol in mg/dL. In CARLA, the Centre for Epidemiological Studies 29
Depression scale (CES-D) was used to assess depressive disorders.29 This 20-item 30
scale asks respondents to evaluate how often (“rarely or never” to “most or all of the 31
time”) in the last week they had experienced a symptom. We used a cut-off of ≥ 23 32
points to define depressive disorders. 30 The presence of psychiatric disorders in the 33
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SHIP cohort was assessed using the Composite International Diagnostic-Screener 1
(CID-S), a 12-item self-reported questionnaire which covers psychiatric diagnoses 2
according to DSM-IV.31 The CID-S also covers depressive disorders. The screening 3
questions for depressive disorders included the following two items: “Feelings of 4
sadness or depressed mood for a period of at least two weeks” and “Lack of interest, 5
tiredness, or loss of energy for a period of at least two weeks”. Participants who 6
answered positively to both questions were classified as having depressive disorders. 7
Educational level was composed of school and vocational education and categorised 8
into three levels: low (no or intermediate secondary school leaving certificate without 9
a completed vocational qualification), moderate (intermediate secondary school 10
leaving certificate and vocational training), and high (upper secondary school leaving 11
certificate degree and/or a completed university degree). Details of definitions of the 12
variables are given in the respective design papers.26,27 13
Statistical analyses 14
For MI and stroke, time-to-event data were available. The beginning of the time count 15
was 1990. To examine the association between the RSI and the events MI and 16
stroke, we estimated hazard ratios (HR) and corresponding 95% confidence intervals 17
by running proportional hazard regressions. Persons without an event were 18
censored. The association of RSI with dichotomous outcomes CVD, CHD and 19
cardiovascular risk factors (hypertension, diabetes, smoking, and depressive 20
disorders) was examined by running log-binomial regression models to estimate 21
relative risks (RR) and corresponding 95% confidence intervals. In case of non-22
convergence of the models, we used Poisson regression with robust variance. For 23
the associations between the RSI and continuous metric outcomes (BMI, cholesterol, 24
and alcohol) linear regression models were applied to obtain the regression 25
coefficient beta (β) and corresponding 95% confidence intervals. To estimate the 26
association between any single psychosocial stressor (occupational, financial, and 27
personal) and cardiovascular diseases and/or cardiovascular risk factors, we used 28
the same regression models as described above. The reference group was 29
composed of those participants who experienced an improvement after reunification. 30
We checked the model assumptions by visual inspection of residual plots. Model 31
assumptions were fulfilled. We identified minimally sufficient adjustment sets (MSAS) 32
to estimate the total effect by using causal diagrams that represent the relationships 33
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between exposure, outcome, and other covariables.32 Causal diagrams resulted in a 1
MSAS which contains sex, age, study and education. We tested interaction effects 2
for study*RSI, education*RSI, and age*RSI. However, no significant interaction 3
effects were found. We stratified all analyses by sex. All analyses were done with 4
SAS, version 9.3. (SAS Institute, Cary, NC, USA) 5
Results 6
51.9% of the 3.901 study participants were male. The CARLA participants were 7
older, had more cardiovascular risk factors and cardiovascular diseases than the 8
SHIP participants, except for smoking, alcohol consumption, depressive disorders, 9
and education. In total, men had more cardiovascular diseases and cardiovascular 10
risk factors then women, except for BMI, education, and depressive disorders. The 11
mean value of the RSI was 4.8 (SD=2.4) for men and 4.9 (2.4) for women. The 12
majority of the participants had an RSI less than 5 (men 46.2%, women 42.9%). 13
34.6% of the men and 36.1% of the women underwent a deterioration in 14
psychosocial stressors after reunification. The RSI was highest in the age-group of 15
45-<55 years for both men and women (5.3 (2.4); 5.4 (2.3)). The change in 16
occupational situation related to reunification was the major contributing psychosocial 17
stressor. We observed a deterioration in the occupational situation after reunification 18
in 37.0% (men) and 38.3% (women). An improvement was reported in 31.9% of the 19
male and 28.5% of the female participants. The majority reported an improvement in 20
their financial situation (men: 55.7; women: 49.4) and no changes in the personal 21
situation after reunification (men: 65.6; women: 71.6). 22
23
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Table 1: Characteristics of the study participants, stratified by sex and study 1
CARLA SHIP TOTAL
Men
(n=703)
Women
(n=565)
Men
(n=1298)
Women
(n=1335)
Men
(n=2001)
Women
(n=1900)
Age
Mean (SD)
24 - <45 (n)
45 - <55 (n))
55 - <65 (n)
65 - <75 (n)
>=75 (n)
61.3 (8.5)
-
205
248
204
46
59.0 (7.0)
-
197
237
130
1
46.9 (12.3)
591
301
301
94
11
43.6 (11.1)
667
366
262
35
5
51.9 (13.0)
591
506
549
298
57
48.8 (12.1)
667
563
499
165
6 Ag
e g
rou
p
CV
D
MI; n (%) 42 (6.0) 7 (1.2) 30 (2.3) 5 (0.4) 72 (3.6) 12 (0.6)
Stroke; n (%) 20 (2.8) 9 (1.6) 10 (0.7) 8 (0.6) 30 (1.5) 17 (0.9)
CHD; n (%) 54 (7.7) 13 (2.3) 33 (2.5) 5 (0.4) 87 (4.3) 18 (1.0)
CVD*; n (%)
69 (9.8) 22 (3.9) 41 (3.1) 13 (1.0) 110 (5.4) 35 (1.8)
Card
iova
sc
ula
r ri
sk
fac
tors
Hypertension; n (%) 534 (76.9) 377 (66.7) 784 (60.7) 455 (34.2) 1318 (66.1) 832 (43.8)
Smoker; n (%) 512 (72.8) 205 (36.3) 1011 (77.8) 739 (55.4) 1523 (76.1) 944 (49.7)
Diabetes; n (%) 83 (11.8) 62 (11.0) 80 (6.2) 57 (4.3) 163 (8.1) 119 (6.3)
High-risk drinking1; n (%) 157 (22.3) 27(4.8) 355 (27.3) 98 (7.3) 512 (25.6) 125 (6.6)
Depressive disorders; n
(%)
33 (4.9) 57 (10.3) 101 (7.8) 227 (17.1) 134 (6.8) 284 (15.1)
BMI; mean (SD) 28.2 (4.1) 28.5 (5.6) 27.8 (3.9) 26.7 (5.3) 27.9 (4.0) 27.2 (5.5)
Cholesterol; mean (SD) 208.7 (40.6) 220.6 (42.9) 227.9 (46.9) 220.2 (46.7) 220.3 (45.6) 221.2 (45.7)
Education
low; n (%)
middle; n (%)
high; n (%)
22 (3.1)
427 (60.7)
254 (36.1)
49 (8.7)
387 (68.5)
129 (22.8)
77 (5.9)
908 (70.0)
313 (24.1)
100 (7.5)
1012 (74.9)
254 (17.9)
99 (5.0)
1335 (66.8)
567 (28.3)
149 (7.9)
1382 (72.4)
369 (19.4)
Ex
po
su
re
RSI; mean (SD) 4.8 (1.6) 5.0 (1.5) 4.8 (2.7) 4.9 (2.7) 4.8 (2.4) 4.9 (2.4)
<5, n (%) =5; n (%) >5; n (%)
331 (47.1) 139 (19.8) 233 (33.1)
235 (41.6) 128 (22.7) 202 (35.8)
593 (45.7) 246 (19.0) 459 (35.4)
580 (43.5) 271 (20.3) 484 (36.3)
924 (46.2) 385 (19.2) 692 (34.6)
815 (42.9) 399 (21.0) 686 (36.1)
RSI by age group
24 - < 45; mean (SD) 45 - < 55; mean (SD) 55 - < 65; mean (SD) 65 - < 75; mean (SD) > 75; mean (SD)
- 5.3 (1.8) 4.9 (1.6) 4.4 (1.4) 4.8 (1.2)
- 5.4 (1.6) 4.8 (1.5) 4.9 (1.2) 3.3 (-)
4.5 (2.7) 5.3 (2.7) 5.2 (2.6) 3.8 (2.5) 2.4 (2.0)
4.6 (2.7) 5.4 (2.6) 5.1 (2.8) 3.7 (2.4) 2.6 (2.3)
4.5 (2.7) 5.3 (2.4) 5.1 (2.2) 4.2 (1.8) 4.3 (1.6)
4.6 (2.7) 5.4 (2.3) 5.0 (2.2) 4.6 (1.6) 2.8 (2.0)
Occupational situation
Improvement; n (%) No change; n (%) Deterioration; n (%)
211 (30.0) 264 (37.5) 228 (32.4)
143 (25.3) 230 (40.7) 192 (33.9)
411 (31.7) 375 (28.9) 512 (39.5)
398 (29.8) 402 (30.1) 535 (40.1)
622 (31.1) 639 (31.9) 740 (37.0)
541 (28.5) 632 (33.3) 727 (38.3)
Financial situation
Improvement; n (%) No change; n (%) Deterioration; n (%)
394 (56.1) 183 (26.0) 126 (17.9)
273 (48.3) 163 (28.9) 129 (22.8)
720 (55.5) 336 (25.9) 242 (18.6)
666 (49.9) 341 (25.5) 328 (24.6)
1114 (55.7) 519 (25.9) 368 (18.4)
939 (49.4) 504 (26.5) 457 (24.1)
Personal situation
Improvement; n (%) No change; n (%) Deterioration; n (%)
46 (6.5) 488 (69.4) 169 (24.0)
23 (4.1) 422 (74.7) 120 (21.2)
131 (10.1) 825 (63.6) 342 (26.4)
139 (10.4) 938 (70.3) 258 (19.3)
177 (8.9) 1313 (65.6) 511 (25.5)
162 (8.5) 1360 (71.6) 378 (19.9)
SD=standard deviation, BMI=body mass index, MI=myocardial infarction, CHD=coronary heart disease, CVD=cardiovascular 2
disease, cholesterol in mg/dL, alcohol in g/day; 1 High-risk drinking: >30 g alcohol per day for men, > 20 g alcohol per day for 3
women 4
* Multiple responses possible 5
6
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RSI and cardiovascular diseases and cardiovascular risk factors 1
In men, no association was found between the RSI and cardiovascular diseases. In 2
women, a positive association was found between the RSI and MI (HR=1.22 95% 3
CI=0.92-1.63), stroke (HR=1.17, 95% CI=0.93-1.47), and CVD (RR=1.15, 95% 4
CI=1.00-1.33). The RSI was associated with all cardiovascular risk factors for both 5
men and women (except high-risk drinking), e.g. per unit increase in RSI, the risk of 6
diabetes in women increased by 10% (RR 1.10, 95% CI=1.01-1.20). The strongest 7
association was seen in men between the RSI and depressive disorders (RR=1.15, 8
95% CI=1.07-1.24). However, the associations between the RSI and cardiovascular 9
risk factors were stronger in women than in men. 10
Table 2: Associations of RSI with cardiovascular diseases and cardiovascular risk 11
factors in men and women 12
Adjusted by education, study, age 13
BMI=body mass index, MI=myocardial infarction, CHD=coronary heart disease, CVD=cardiovascular disease, cholesterol in 14
mg/dL, alcohol in g/day, High-risk drinking: >30 g alcohol per day for men, > 20 g alcohol per day for women 15
16
Psychosocial stressors and CVD 17
We observed a strong association of CVD in women who reported a deterioration or 18
no change in their occupational situation after reunification compared with women 19
who reported an occupational improvement (RR=4.04, CI 95%=1.21-13.43 20
respectively 3.76, CI 95%=1.03-13.72) (Table 3). We found no associations between 21
other cardiovascular diseases and occupational, financial, and personal changes. 22
Men Women
crude adjusted crude adjusted
Card
iov
ascu
lar
dis
ea
se
s
HR (CI 95%) HR (CI 95%) HR (CI 95%) HR (CI 95%) MI 0.98 (0.88-1.08) 1.01 (0.90-1.13) 1.21 (0.92-1.57) 1.22 (0.92-1.63) Stroke 0.90 (0.76-1.06) 0.94 (0.78-1.15) 1.17 (0.94-1.46) 1.17 (0.93-1.47)
RR (CI 95%) RR (CI 95%) RR (CI 95%) RR (CI 95%) CVD 0.94 (0.88-1.01) 0.96 (0.87-1.06) 1.10 (1.00-1.22) 1.15 (1.00-1.33) CHD 0.95 (0.88-1.04) 0.97 (0.87-1.09) 1.07 (0.93-1.24) 1.13 (0.89-1.43)
RR (CI 95%) RR (CI 95%) RR (CI 95%) RR (CI 95%)
Card
iova
scu
lar
risk f
acto
rs
Hypertension 1.02 (1.002-1.03) 1.02 (1.002-1.03) 1.04 (1.02-1.06) 1.04 (1.02-1.06) Smoking 1.02 (1.01-1.02) 1.01 (1.004-1.02) 1.03 (1.01-1.05) 1.03 (1.01-1.04) Diabetes 1.03 (0.98-1.10) 1.05 (0.98-1.13) 1.07 (1.01-1.13) 1.10 (1.01-1.20) High-risk drinking 0.98 (0.95-1.02) 0.99 (0.95-1.02) 0.97 (0.90-1.05) 0.99 (0.92-1.06) Depressive disorders
1.15 (1.06-1.24) 1.15 (1.07-1.24) 1.07 (1.01-1.12) 1.07 (1.02-1.11)
β (CI 95%) β (CI 95%) β (CI 95%) β (CI 95%) BMI 0.17 (0.09-0.24) 0.16 (0.08-0.24) 0.32 (0.22-0.42) 0.25 (0.16-0.55) Cholesterol 1.44 (0.60-2.28) 1.47 (0.64-2.43) 1.70 (0.85-2.55) 1.40 (0.59-2.20)
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Table 3: Associations of the changes in occupational, financial, and personal 1
situation after reunification with CVD in men and women 2
Men Women
crude adjusted crude adjusted
RR (CI 95%) RR (CI 95%) RR (CI 95%) RR (CI 95%)
Occupational situation
Improvement 1 1 1 1
No change 0.97 (0.63-1.49) 0.71 (0.46-1.08) 4.56 (1.33-15.54) 3.76 (1.03-13.72)
Deterioration 0.68 (0.43-1.08) 0.79 (0.50-1.26) 3.96 (1.16-13.55) 4.04 (1.21-13.43)
Financial situation
Improvement 1 1 1 1
No change 0.99 (0.65-1.50) 0.91 (0.60-1.36) 3.45 (0.47-2.51) 3.10 (0.45-2.14)
Deterioration 0.69 (0.40-1.20) 0.90 (0.52-1.58) 2.10 (0.25-1.81) 2.63 (0.29-2.37)
Personal situation
Improvement 1 1 1 1
No change 0.67 (0.38-1.17) 0.77 (0.45-1.31) 3.45 (0.47-2.51) 3.10 (0.45-2.14)
Deterioration 0.64 (0.34-1.20) 0.87 (0.48-1.59) 2.10 (0.25-1.81) 2.63 (0.29-2.37)
Adjusted by education, study, age, “Improvement”= Reference group 3
4
Occupational situation and cardiovascular risk factors 5
Deterioration in the occupational situation was considerably associated with 6
cardiovascular risk factors for both men and women. The strongest associations were 7
observed for diabetes in women, for depressive disorders in men, and for cholesterol 8
for both men and women. The relative risk for diabetes in women who reported an 9
occupational deterioration after reunification compared with women who had an 10
occupational improvement after reunification was 1.66 (CI 95% 1.05-2.63). For an 11
occupational deterioration associated with depressive disorders in men, the 12
corresponding relative risk was 1.85 (CI 95% 1.24-2.77). In men who underwent 13
occupational deterioration after reunification, total cholesterol increased by about 14
7.65 mg/dL (CI 95% 2.70-12.61) compared to men who had an occupational 15
improvement after reunification. No relevant association was observed for high-risk 16
drinking. 17
18
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Table 4 Associations of the changes of the occupational, financial and personal situation after the reunification with cardiovascular risk
factors in men and women
Men Women Men Women Men Women
Occupational situation Financial situation Personal situation
crude adjusted crude adjusted crude adjusted crude adjusted crude adjusted crude adjusted
RR
(CI 95%)
RR
(CI 95%)
RR
(CI 95%)
RR
(CI 95%)
RR
(CI 95%)
RR
(CI 95%)
RR
(CI 95%)
RR
(CI 95%)
RR
(CI 95%)
RR
(CI 95%)
RR
(CI 95%)
RR
(CI 95%)
Hyper-
tension
Improvement 1 1 1 1 1 1 1 1 1 1 1 1
No change 1.06
(0.98-1.15)
0.99
(0.92-1.07)
1.06
(0.98-1.15)
0.99
(0.92-1.07)
1.10
(1.02-1.18)
1.08
(1.06-1.16)
1.12
(0.99-1.27)
1.08
(0.97-1.20)
1.04
(0.93-1.18)
1.06
(0.94-1.19)
1.12
(0.91-1.36)
1.02
(0.85-1.21)
Deterioration 1.08
(1.003-1.17)
1.06
(0.98-1.14)
1.08
(1.003-1.17)
1.06
(0.98-1.14)
1.07
(0.99-1.16)
1.11
(1.02-1.20)
1.16
(1.01-1.29)
1.19
(1.06-1.34)
1.02
(0.89-1.16)
1.06
(0.94-1.21)
1.12
(0.91-1.40)
1.08
(0.87-1.33)
Smoking
Improvement 1 1 1 1 1 1 1 1 1 1 1 1
No change 1.01
(0.94-1.08)
0.99
(0.93-1.06)
1.01
(0.94-1.08)
0.99
(0.93-1.06)
1.09
(1.03-1.15)
1.05
(0.99-1.12)
1.12
(1.00-1.24)
1.11
(1.01-1.24)
0.98
(0.90-1.07)
0.98
(0.90-1.07)
0.92
(0.79-1.08)
1.01
(0.86-1.17)
Deterioration 1.11
(1.05-1.18)
1.09
(1.03-1.16)
1.11
(1.05-1.18)
1.09
(1.03-1.16)
1.15
(1.08-1.22)
1.11
(1.04-1.18)
1.27
(1.14-1.41)
1.24
(1.12-1.38)
0.97
(0.89-1.07)
0.96
(0.88-1.06)
0.98
(0.82-1.17)
1.02
(0.86-1.21)
Diabetes
Improvement 1 1 1 1 1 1 1 1 1 1 1 1
No change 1.23
(0.84-1.80)
1.02
(0.70-1.49)
1.23
(0.84-1.80)
1.02
(0.70-1.49)
1.09
(0.77-1.56)
1.06
(0.75-1.51)
1.12
(1.00-1.24)
1.11
(1.01-1.24)
0.85
(0.51-1.42)
0.90
(0.55-1.48)
0.76
(0.43-1.33)
0.82
(0.47-1.45)
Deterioration 1.20
(0.83-1.74)
1.20
(0.83-1.73)
1.20
(0.83-1.74)
1.20
(0.83-1.73)
1.29
(0.89-1.88)
1.45
(1.01-2.11)
1.27
(1.14-1.41)
1.24
(1.12-1.38)
0.97
(0.56-1.67)
1.12
(0.65-1.94)
0.75
(0.39-1.45)
0.81
(0.32-1.16)
High-risk
drinking
Improvement 1 1 1 1 1 1 1 1 1 1 1 1
No change 1.01
(0.84-1.21)
1.06
(0.88-1.28)
0.90
(0.85-1.40)
0.95
(0.61-1.48)
1.05
(0.88-1.25)
1.06
(0.89-1.27)
0.65
0.42-1.02
0.72
(0.45-1.13)
0.84
(0.66-10.7)
0.84
0.66-1.07
0.66
0.39-1.12
0.69
(0.41-1.18)
Deterioration 0.96
(0.80-1.15)
0.97
(0.81-1.17)
1.05
(0.69-1.59
1.17
0.76-1.81
1.08
(0.88-131)
1.04
(0.85-1.27)
0.83
(0.55-1.27)
0.90
(0.59-1.38)
0.83
(0.63-7.08
0.79
0.60-1.03
0.74
0.40-1.36
0.79
(0.43-1.46)
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Improvement 1 1 1 1 1 1 1 1 1 1 1 1
Depressive
disorders
No change 0.69
(0.42-1.15)
0.73
(0.44-1.21)
0.89
(0.66-1.19)
0.97
(0.72-1.29)
0.84
(0.54-1.30)
0.89
(0.56-1.42)
1.02
(0.77-1.32)
1.02
(0.78-1.35)
0.67
(0.37-1.18)
0.71
(0.40-1.25)
0.93
(0.62-1.41)
1.02
(0.67-1.56)
Deterioration
1.77
(1.20-2.61)
1.85
(1.24-2.77)
1.19
(0.92-1.55)
1.23
(0.94-1.60)
1.85
(1.27-2.68)
1.83
(1.24-2.89)
1.29
(1.01-1.67)
1.32
(1.02-1.70)
1.52
(0.85-2.72)
1.51
(0.85-2.56)
1.65
(1.07-2.54)
1.67
(1.08-2.59)
β
(CI 95%)
β
(CI 95%)
β
(CI 95%)
β
(CI 95%)
β
(CI 95%)
β
(CI 95%)
β
(CI 95%)
β
(CI 95%)
β
(CI 95%)
β
(CI 95%)
β
(CI 95%)
β
(CI 95%)
BMI
Improvement 0 0 0 0 0 0 0 0 0 0 0 0
No change 0.51
(0.0-0.92)
0.30
(-0.10-0.71)
0.43
(-0.17-0.71)
-0.03
(-0.61-0.53)
0.28
(-0.11-0.68)
0.18
(-0.21-0.58)
0.87
(0.32-1.43)
0.61
(0.09-1.14)
0.20
(-0.41-0.82)
0.24
(-0.36-0.86)
0.63
(-0.24-1.51)
0.39
(-0.43-1.22)
Deterioration 1.18
(0.74-1.62)
1.02
(0.58-1.45)
1.63
(1.02-2.24)
1.17
(0.58-1.76)
0.73
(0.25-1.20)
0.75
(0.28-1.23)
1.55
(0.93-2.16)
1.34
(0.74-1.94)
0.31
(-0.40-1.03)
0.50
(-0.20-1.21)
1.00
(-0.03-2.05)
0.81
(-0.17-1.80)
Cholesterol
mg/dL
Improvement 0 0 0 0 0 0 0 0 0 0 0 0
No change 3.34
(-1.43-8.11)
3.65
(-1.05-8.3)
0.44
(-0.70-964)
1.82
(-3.08-6.74)
5.60
(1.00-10.20)
5.24
(0.68-9.79)
2.52
(-2.40-7.45)
1.81
(-2.88-6.51)
2.69
(-4.36-9.75)
5.62
(-1.26-12.52)
2.09
(-5.37-9.57)
2.34
(-4.63-9.31)
Deterioration 8.96
(3.94-13.99)
7.65
(2.70-12.61)
11.25
(6.21-16.2)
7.83
(3.06-12.60)
8.62
(3.18-14.05)
8.93
(3.52-14.35)
7.19
(2.11-12.26)
6.88
(2.02-11.74)
5.24
(-2.9-13.46)
7.74
(-0.44-15.93)
1.32
(-6.98-9.64)
1.18
(-6.89-9.26)
Adjusted by education, study, age; “Improvement“= reference group
BMI=body mass index; High-risk drinking: >30 g alcohol per day for men, > 20 g alcohol per day for women
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Financial situation and cardiovascular risk factors 1
Deterioration in the financial situation was considerably associated with 2
cardiovascular risk factors in both men and women, particularly in women. The 3
strongest associations were observed for smoking in women (RR=1.24, CI 4
95%=1.12-1.38), for diabetes in both men and women (RR=1.45, CI 95%=1.01-2.11; 5
RR=1.98, CI 95%=1.30-2.99, respectively), for depressive disorders in men 6
(RR=1.83, CI 95%=1.24-2.89), and for total cholesterol in men (β=8.93 mg/dL, CI 7
95%=3.52-14.35). No relevant association was observed for high-risk drinking (Table 8
4). 9
Personal situation and cardiovascular risk factors 10
We observed no association between changes in personal situation and 11
cardiovascular risk factors, except in women for depressive disorders. The relative 12
risk for depressive disorders in women who had a deterioration in personal situation 13
after reunification was 1.67 (CI 95% 1.08-2.59) (Table 4). 14
Discussion 15
To our knowledge, this study is the first to analyse psychosocial stressors that 16
changed through a transition with direct reference to cardiovascular outcomes on an 17
individual basis. We analysed the consequences of the reunification for changes in 18
psychosocial stressors (occupational, financial, and personal). Reunification was a 19
fixed event in the past which entailed changes of these factors. We investigated if 20
different reflections of German reunification on the psychosocial level may be 21
associated with different levels of risk factors or frequencies of occurrence of 22
disease. We observed an increase in CVD morbidity in women with a higher RSI. 23
Furthermore, we found that the RSI was weakly but consistently associated with 24
cardiovascular risk factors in both men and women. Deterioration in the occupational 25
and financial situation after reunification was considerably associated with diabetes, 26
depressive disorders, cholesterol, and smoking. In general, the associations were 27
stronger in women than in men, with the exception of depressive disorders. 28
Reunification was a critical life event that no one was able to escape. The rapid 29
transition from communism or socialism to capitalism has been called “shock 30
therapy”.7 This led, at the level of the labour market, to a precarious employment 31
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relationship and mass unemployment.33 Within a few years, millions of people lost 1
their jobs due to the rapid de-industrialisation in most of the transition countries. 2
Between 1989 and 1991, more than 2.5 million people in the former GDR became 3
unemployed. Fifty percent of East Germans changed their place of work during 4
1990/1991, and more than 60% of industrial workers became unemployed.34 Many 5
studies have shown a negative impact of unemployment on health.35 The 6
unemployment rate in East Germany rose rapidly after reunification. Although 7
unemployment affected both men and women, this increased dramatically for 8
women. The rate of unemployment in 1994 in East Germany was 22% in women and 9
11% in men.34 This could also explain the stronger associations of stressors with 10
CVD and cardiovascular risk factors for women in this study. Additionally, in a 11
prospective study on the changes in perceived stress as a result of the 2008 12
economic crisis in Iceland, it was shown that the perceived stress of women after the 13
economic crisis was significantly higher than before the crisis, especially for women 14
who were unemployed. These changes were much stronger for women than for 15
men.36 This is in line with our findings. During the economic crisis in Iceland the use 16
of cardiac emergency rooms increased in women. This was explained by a state of 17
uncertainty and anxiety about the future.37 18
Our study showed a strong association between the RSI and occupational changes 19
and depressive disorders for men. In Romania and Hungary, depression and 20
affective disorders increased sharply after the collapse of the communist regime, 21
especially in men.38,39 Kopp and colleagues explained this with the loss of social 22
rank.39 Men are less able to compensate for this than women.40 Cockerham assumed 23
that unhealthy lifestyles are the principal social determinant of increased mortality in 24
Russia and selected Eastern European countries. Our data suggest rather that the 25
deterioration in psychosocial factors after reunification was associated with an 26
unhealthier lifestyle like smoking habits.13 The MONICA survey in East German study 27
sites found a slight increase in smoking for women between 1988 and 1992. This 28
goes in line with our findings. 29
We found an association between personal change and depressive disorders for 30
women. The MONICA survey in East Germany found an increased number of 31
women who felt “very isolated” after reunification, particularly in unemployed 32
women.24 Unemployment and the changes in the labour market may explain the 33
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decrease in social support. The working environment played a central role in the 1
GDR. The workplace ensured social care (e.g. child care, medical care, recreational 2
facility, and sporting and cultural activities). With the loss of their workplace or with a 3
change in structural labour market conditions, a lot of people lost their social 4
contacts. It could be that social isolation explains the increase in depressive 5
disorders in women who experienced deterioration in their personal situation after 6
reunification. 7
There are some factors that limit our study. First, this analysis faces the usual 8
restrictions of a cross-sectional design: to determine the causality, a longitudinal 9
design would be required. Additionally, we cannot exclude that outcomes like 10
depressive disorders or hypertension already persisted before reunification. 11
However, the exposure RSI refers to a fixed event in the past (German reunification) 12
so we can assume a chronological order of exposure and disease outcomes MI and 13
stroke. Second, the basic surveys were undertaken from 1998 to 2006, i.e. 8 to 16 14
years after reunification. Because of this time lag recall bias may have influenced the 15
results. However, we evaluated validity and reliability of the Reunification Stress 16
Index and found no severe indication for recall bias. We argue that after this time 17
delay answering questions concerning personal impact of reunification will give a 18
more steady reflection of the personal state. Furthermore, participants were not told 19
the specific study hypotheses and therefore would not have been aware of the 20
potential link between reunification related stress and CVD. Consequently, if there is 21
a kind of recall error regarding reunification related stressors, participants with and 22
without relevant outcomes should be equally affected. This kind of nondifferential 23
misclassification would result in an underestimation of effects. Third, we assume that 24
we lost potential participants because of illness or death due to factors associated to 25
reunification. Furthermore, it is well-known that healthy women and men were more 26
likely to migrate after reunification to the western part of Germany. We thus cannot 27
exclude a selection bias, which could change our results in both directions. Fourth, 28
some questionnaires are different between the studies, e.g. for depressive disorders. 29
But in analyses stratified by study effects were similar. However, we are prudent with 30
the interpretation of the effects, because a depressive disorder exists for a long 31
period; therefore it is possible that depressed persons answer in a negative way 32
followed by the depressive disorder. Fifth, potentially we cover not all psychosocial 33
stressors due to a transition. However, we decided to analyse psychosocial stressors 34
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in terms of occupation, financial, and personal stressors, because in view of the 1
appropriate literature these factors seem to be the most relevant. 2
In summary, our findings show that a deterioration of psychosocial stressors in terms 3
of occupational, financial, and personal stressors related to German reunification was 4
associated with cardiovascular risk factors and CVD. An explanation for these 5
findings could be that women were more often affected by unemployment after 6
reunification. Our findings support the established hypothesis that psychosocial 7
stressors favour cardiovascular risk factors and CVD after social change. Morbidity 8
and mortality follow-up examination of both cohorts could enhance the results. 9
10
Contributors 11
SB: conducted the statistical analyses and drafted the report. AK: helped designing 12
major parts of the study and helped drafting the manuscript. OK: participated in the 13
statistical analyses and helped drafting the manuscript. KHG, CK, SN, KW, MRPM, 14
COS, HV: helped designing the study, and drafting the manuscript. JH: conceived of 15
the study, designed major parts of the study and helped drafting the manuscript. The 16
paper was revised by all authors. 17
Competing interests 18
All authors report no conflict of interest. 19
Funding 20
This work was funded by a grant from the Deutsche Forschungsgemeinschaft [SFB 21
598–02 No. Ha 2419/2-1], by a grant of the Martin-Luther-University Halle-22
Wittenberg, by the Ministry of Education and Cultural Affairs of Saxony-Anhalt, by the 23
Federal Ministry of Education and Research [No. 01ZZ9603, 01ZZ0103, 01ZZ0701], 24
and the Ministry of Cultural Affairs and the Social Ministry of the Federal State of 25
Mecklenburg-West Pomerania. 26
Data sharing statement 27
No additional data are available. 28
References 29
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37. Guethjonsdottir GR, Kristjansson M, Olafsson O et al. Immediate surge in 1
female visits to the cardiac emergency department following the economic 2
collapse in Iceland: an observational study. Emerg Med J. 2012;29:694-8. 3
38. Ionescu I. Depression in post-communist Romania. Lancet. 2005;365:645-4
6. 5
39. Kopp MS, Skrabski A, Szekely A et al. Chronic stress and social changes: 6
socioeconomic determination of chronic stress. Ann N Y Acad Sci. 2007; 7
1113:325-338. 8
40. Rethelyi JM, Kopp MS. Hierarchy disruption: Women and men. Behav 9
Brain Sci 2004; 27:305-307. 10
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STROBE Statement—Checklist of items that should be included in reports of cross-sectional studies
Item
No
Recommendation
Page (p)and
line Number
(l)
Title and abstract 1 (a) Indicate the study’s design with a commonly used term in
the title or the abstract
p 2, l 6
(b) Provide in the abstract an informative and balanced
summary of what was done and what was found
p 2, l 2-25
Introduction
Background/rationale 2 Explain the scientific background and rationale for the
investigation being reported
p 4, l 2-16
Objectives 3 State specific objectives, including any prespecified hypotheses p 4, l 17-25
Methods
Study design 4 Present key elements of study design early in the paper p 4, l 28-31
Setting 5 Describe the setting, locations, and relevant dates, including
periods of recruitment, exposure, follow-up, and data collection
p 4, l 28-31
p 5, l 1-5, 10-
31
Participants 6 (a) Give the eligibility criteria, and the sources and methods of
selection of participants
p 5, l 5-12
Variables 7 Clearly define all outcomes, exposures, predictors, potential
confounders, and effect modifiers. Give diagnostic criteria, if
applicable
p 5, l 14-32
p 6, l 1-32
Data sources/
measurement
8* For each variable of interest, give sources of data and details of
methods of assessment (measurement). Describe comparability
of assessment methods if there is more than one group
p 5, l 14-32
p 6, l 1-32
p 7, l 1,2
Bias 9 Describe any efforts to address potential sources of bias p 7, l 21-24
Study size 10 Explain how the study size was arrived at p 5, l 5-12
Quantitative variables 11 Explain how quantitative variables were handled in the
analyses. If applicable, describe which groupings were chosen
and why
p 5, l13-32
p 6, l 11-13
Statistical methods 12 (a) Describe all statistical methods, including those used to
control for confounding
p 7, l 3-27
(b) Describe any methods used to examine subgroups and
interactions
p 7, l 24/25
(c) Explain how missing data were addressed p 5, l 11/12
(d) If applicable, describe analytical methods taking account of
sampling strategy
(e) Describe any sensitivity analyses
Results
Participants 13* (a) Report numbers of individuals at each stage of study—eg
numbers potentially eligible, examined for eligibility,
confirmed eligible, included in the study, completing follow-
up, and analysed
p 5, l 5-12
p 7, l 29
(b) Give reasons for non-participation at each stage p 5, l 5-12
(c) Consider use of a flow diagram
Descriptive data 14* (a) Give characteristics of study participants (eg demographic, Table 1
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clinical, social) and information on exposures and potential
confounders
(b) Indicate number of participants with missing data for each
variable of interest
Table 1
p 5, l 11/12
Outcome data 15* Report numbers of outcome events or summary measures Table 1
Main results 16 (a) Give unadjusted estimates and, if applicable, confounder-
adjusted estimates and their precision (eg, 95% confidence
interval). Make clear which confounders were adjusted for and
why they were included
Table 2-4
(b) Report category boundaries when continuous variables were
categorized
Table 1
(c) If relevant, consider translating estimates of relative risk
into absolute risk for a meaningful time period
Other analyses 17 Report other analyses done—eg analyses of subgroups and
interactions, and sensitivity analyses
(p 7, l 24/25)
Discussion
Key results 18 Summarise key results with reference to study objectives p 14, l 18-23
Limitations 19 Discuss limitations of the study, taking into account sources of
potential bias or imprecision. Discuss both direction and
magnitude of any potential bias
p 16, l 3-18
Interpretation 20 Give a cautious overall interpretation of results considering
objectives, limitations, multiplicity of analyses, results from
similar studies, and other relevant evidence
p 14, l 24-31,
p 15, l 1-33,
p 16, l 1-5
Generalisability 21 Discuss the generalisability (external validity) of the study
results
p 16, l 19-22
Other information
Funding 22 Give the source of funding and the role of the funders for the
present study and, if applicable, for the original study on which
the present article is based
p 17, l 4-9
*Give information separately for exposed and unexposed groups.
Note: An Explanation and Elaboration article discusses each checklist item and gives methodological background and
published examples of transparent reporting. The STROBE checklist is best used in conjunction with this article (freely
available on the Web sites of PLoS Medicine at http://www.plosmedicine.org/, Annals of Internal Medicine at
http://www.annals.org/, and Epidemiology at http://www.epidem.com/). Information on the STROBE Initiative is
available at www.strobe-statement.org.
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Changes of individual perception in psychosocial stressors related to German reunification in 1989/1990 and
cardiovascular risk factors and cardiovascular diseases in a population-based study in East Germany
Journal: BMJ Open
Manuscript ID bmjopen-2015-008703.R3
Article Type: Research
Date Submitted by the Author: 21-Oct-2015
Complete List of Authors: Bohley, Stefanie; Institute of Medical Epidemiology, Biostatistics and Informatics, Kluttig, Alexander; Institute of Medical Epidemiology, Biostatistics and Informatics, Werdan, Karl; Department of Medicine III, Nuding, Sebastian; Department of Medicine III, Greiser, Karin Halina; Division of Cancer Epidemiology, Kuss, Oliver; German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich-Heine-University, Institute of Biometrics and Epidemiology
Markus, Marcello; Institute for Community Medicine, Schmidt, Carsten; Institute for Community Medicine, Völzke, Henry; Institute for Community Medicine, University Medicine Greifswald Krabbe, Christine; Institute for Community Medicine, Haerting, Johannes; Institute for Biometrics and Epidemiology, German Diabetes Center,
<b>Primary Subject Heading</b>:
Cardiovascular medicine
Secondary Subject Heading: Epidemiology
Keywords: Cardiac Epidemiology < CARDIOLOGY, EPIDEMIOLOGY, SOCIAL MEDICINE
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Changes of individual perception in psychosocial stressors related to German 1
reunification in 1989/1990 and cardiovascular risk factors and cardiovascular 2
diseases in a population-based study in East Germany 3
4
Stefanie Bohley1 (Corresponding Author) 5
Institute of Medical Epidemiology, Biostatistics and Informatics, Martin-Luther-6
University Halle-Wittenberg 7
Magdeburgerstraße 8, 06112, Halle (Saale), Germany 8
E-Mail: [email protected] Telephone: +49 345 557 35 79 9
10
Alexander Kluttig1, Karl Werdan2 , Sebastian Nuding2 , Karin Halina Greiser3 , Oliver 11
Kuss4, Marcello Ricardo Paulista Markus5 , Carsten Oliver Schmidt5 Henry Völzke5 , 12
Christine Krabbe5, Johannes Haerting1 13
14
1 Institute of Medical Epidemiology, Biostatistics and Informatics, Martin-Luther-15
University Halle-Wittenberg, Halle (Saale), Germany 16
2 Department of Medicine III, Martin-Luther-University Halle-Wittenberg, Halle 17
(Saale), Germany 18
3 Division of Cancer Epidemiology, German Cancer Research Centre, Heidelberg, 19
Germany 20
4 Institute for Biometrics and Epidemiology, German Diabetes Center, Leibniz 21
Institute for Diabetes Research at Heinrich Heine University, Düsseldorf, Germany 22
5 Institute for Community Medicine, University of Greifswald, Greifswald, Germany 23
24
Keywords: Psychosocial stressors, Cardiovascular diseases, Cardiovascular risk 25
factors, Social Change, German Reunification 26
27
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Abstract 1
Objectives: 2
Aim was to examine the relationship between individually perceived changes in 3
psychosocial stressors associated with German reunification and cardiovascular 4
effects. We hypothesised that higher levels of psychosocial stress related to German 5
reunification, were associated with an increase in cardiovascular risk factors and 6
cardiovascular diseases (CVD). 7
Design: Cross-sectional data from two cohort studies in East Germany were used: 8
Cardiovascular Disease, Living and Ageing in Halle Study (CARLA) and Study of 9
Health in Pomerania (SHIP). 10
Setting: Two populations in East-Germany. 11
Participants: CARLA-study: 1.779 participants aged 45 to 83 at baseline (812 12
women), SHIP-study: 4.308 aged 20 to 79 at baseline (2.193 women). 13
Primary and secondary outcome measures: Psychosocial stressors related to 14
reunification were operationalised by the Reunification-Stress-Index (RSI; scale from 15
0 to 10). This index was composed of questions that were related to individually 16
perceived changes in psychosocial stressors (occupational, financial, and personal) 17
after reunification. To examine the associations between the RSI and each stressor 18
separately with cardiovascular risk factors and CVD, regression models were used. 19
Results: RSI was associated with CVD in women (RR=1.15, 95% CI=1.00-1.33). 20
Cardiovascular risk factors were associated with RSI for both men and women with 21
strongest associations between RSI and diabetes in women (RR=1.10, 95% CI=1.01-22
1.20) and depressive disorders in men (RR=1.15, 95% CI=1.07-2.77). The change in 23
occupational situation related to reunification was the major contributing psychosocial 24
stressor. We observed a strong association with CVD in women who experienced 25
occupational deterioration after reunification (RR=4.04, 95% CI=1.21-13.43). 26
Conclusion: Individually perceived deterioration of psychosocial stressors 27
(occupational, financial, and personal) related to German reunification was 28
associated with cardiovascular risk factors and CVD. The associations were stronger 29
in women than in men. An explanation for these findings could be that women were 30
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more often affected by unemployment after reunification. Morbidity and mortality 1
follow-up of both cohorts could enhance the results. 2
3
Strengths and limitations of this study 4
• This study is the first to analyse individually perceived psychosocial stressors 5
that changed through a transition with direct reference to cardiovascular 6
outcomes on an individual basis. 7
• Furthermore, both studies are representative samples and the assessment of 8
the data are highly standardized and in agreement with other German and 9
international studies. 10
• Regarding the study population, we cannot rule out the possibility of a 11
selection bias. 12
• The analysis faces the usual restrictions of a cross-sectional design: to 13
determine the causality, a longitudinal design would be required. 14
• Because of the time lag between the event of reunification 1989/90 and the 15
interview, where the Reunification Stress Index questionnaire was applied, 16
recall bias may have influenced the results. However, we evaluated validity 17
and reliability of the Reunification Stress Index and found no indication for 18
recall bias. 19
• Additionally, we cannot exclude that outcomes like depressive disorders or 20
hypertension already persisted before reunification. However, the exposure 21
RSI refers to a fixed event in the past (German reunification) so we can 22
assume a chronological order of exposure and disease outcomes MI and 23
stroke. 24
25
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Introduction 1
Mortality from cardiovascular diseases (CVD) has decreased in the last century in 2
European countries. However, an east-west gradient of higher mortality in central and 3
eastern European countries is still present.1,2 After the epochal process of the 4
societal transition starting in 1989/90 in Central and Eastern Europe and the former 5
Soviet Union, these discrepancies increased enormously.3-6 Studies have described 6
possible causes for the increase in cardiovascular mortality after the collapse of the 7
socialist and communistic regimes.7-9 Some authors have particularly emphasized 8
the importance of psychosocial stressors on the increase in cardiovascular mortality 9
after the social change.10-13 Assumed determinants of psychosocial stressors in this 10
context are: occupational stressors e.g. unemployment5,11, mass-privatization7, job 11
strain12, financial stressors5,11,14,15, and personal stressors e.g. social isolation12,15 12
critical life events12. 13
It has been repeatedly shown that psychosocial stressors (e.g. job strain, social 14
isolation, depression, critical life events) can contribute to the development of CVD.16-15
23 The political, social, and economic changes in the German Democratic Republic 16
(GDR), the so-called “reunification”, brought serious changes in requirements and 17
fully modified the societal environment of the inhabitants. Reunification was a 18
population-based critical life event, which entailed other critical life events.24,25 19
The implications of psychosocial stressors during the process of a social transition as 20
a form of social change are still unclear. As such, some researchers requested 21
further investigations to better understand the links between social change, 22
psychosocial stressors, health behaviour, and the resulting impacts on health.6,11 23
However, specific psychosocial stressors have not been identified.13 We analysed 24
individually perceived changes of occupational, financial, and personal situation after 25
the reunification as determinates of psychosocial stressors. Therefore, the aim of this 26
study was to examine the relationship between individually perceived changes in 27
psychosocial stressors associated with German reunification and cardiovascular 28
effects. We hypothesised that higher levels of individually perceived psychosocial 29
stress related to this critical life event, i.e. reunification, were associated with an 30
increase in cardiovascular risk factors and CVD. 31
32
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Methods 1
Study design and study population 2
This study was based on cross-sectional data from the baseline assessment of two 3
cohort studies in East Germany: the Cardiovascular Disease, Living and Ageing in 4
Halle Study (CARLA) in Saxony-Anhalt (2002-2006)26 and the Study of Health in 5
Pomerania (SHIP) (1997-2002)27. We combined the cohorts for two reasons: firstly, 6
these cohorts are the only once that assessed psychosocial stressors related to 7
reunification, secondly, to increase the sample size. Both studies drew random 8
samples from mandatory lists. Data collection included a standardised, computer-9
assisted interview, questionnaires and a physical examination by trained study 10
nurses. Written informed consent was obtained upon enrolment. Both studies were 11
approved by the local ethical committees of the associated medical schools. The 12
response proportion was 64% for CARLA and 69% for SHIP. The CARLA study 13
population comprised 1.779 participants aged 45 to 83 at baseline (812 women). The 14
number of subjects participating in the SHIP study was 4.308 aged 20 to 79 at 15
baseline (2.193 women). For this study, we excluded participants who had a 16
diagnosis of myocardial infarction (MI) and/or stroke that predated 1990 (N=123), had 17
not resided in the former GDR (N=120), were unoccupied before 1990 (N=1.701; 18
mostly retired persons), who were <=16yrs in 1990 (N=94), or those for whom data 19
were missing on the components of the Reunification Stress Index (RSI) (N=148). In 20
total the study size comprised N=3.901. 21
Reunification Stress Index 22
We operationalised the psychosocial stressors related to reunification through the 23
RSI. The index was computed based on the answers obtained by the following three 24
questions: “Has your occupational situation changed since reunification (since 25
1990)?”, “Has your financial situation changed since reunification (since 1990)?”, and 26
“Has your personal situation (e.g. your personal contacts with friends or relatives) 27
changed since reunification (since 1990)?” We asked in a way that all study persons 28
attribute their answers to the unique event and consequences of reunification: “Now 29
we ask questions concerning reunification”. The possible answers differed between 30
the studies: CARLA: 1=greatly improved, 2=improved, 3=no change, 4=deteriorated, 31
5=greatly deteriorated, SHIP: 1=improved, 2=no change, 3=deteriorated. The 32
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indicators were added into a total sum. We computed the mean of the indicators for 1
each participant. RSI was calculated and standardised to a scale from 0 to 10 to 2
make it comparable between the studies with the following formula: RSI=(mean-3
1)*10/range of the mean (mean: mean of the items of any particpants;1: minimum 4
value of the mean; 10: chosen maximum value of the RSI; range of the mean was in 5
CARLA=4 and in SHIP=2). Values less than 5 indicate an improvement in 6
psychosocial factors after reunification, a value of 5 indicates no changes in 7
psychosocial factors after reunification, and values higher than 5 indicate a 8
deterioration in psychosocial factors after reunification. The RSI was externally 9
validated by an independently conducted interview of 18 participants of the CARLA 10
cohort. We validated the self-constructed RSI with an own qualitative study 11
interviewing 18 subjects from the CARLA population blindly randomly selected 12
stratified by RSI score values. The results will be published in a separate paper. 13
Furthermore, we also analysed the questions of the RSI separately in order to 14
estimate the proper effect of each psychosocial stressor (occupational, financial, and 15
personal) on the outcomes. 16
Cardiovascular diseases and cardiovascular risk factors 17
Prevalent MI and stroke were defined as self-reported physician’s diagnoses. 18
Coronary heart disease (CHD) was defined as the presence of MI, and/or self-19
reported coronary artery bypass surgery, and/or self-reported percutaneous coronary 20
intervention. CVD was defined as CHD and/or self-reported physician-diagnosed 21
stroke, and/or carotid surgery. Hypertension was defined as mean systolic blood 22
pressure greater or equal to 140 mmHg, and/or mean diastolic blood pressure 23
greater or equal to 90 mmHg, and/or use of antihypertensive medication according to 24
the Anatomical Therapeutic Chemical Classification System. For high-risk drinking in 25
men, we used a cut-off of >30 mg alcohol/day and in women a cut-off of >20 mg 26
alcohol/day.28 Body mass index (BMI) was calculated as kg/m2. The definition of 27
diabetes mellitus was based on self-reported physician’s diagnosis (yes/no). Smoking 28
behaviour was grouped as yes (current smoker and ex-smoker) or no (never 29
smoker). Laboratory analyses of non-fasting venous blood samples included serum 30
total cholesterol in mg/dL. In CARLA, the Centre for Epidemiological Studies 31
Depression scale (CES-D) was used to assess depressive disorders.29 This 20-item 32
scale asks respondents to evaluate how often (“rarely or never” to “most or all of the 33
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time”) in the last week they had experienced a symptom. We used a cut-off of ≥ 23 1
points to define depressive disorders. 30 The presence of psychiatric disorders in the 2
SHIP cohort was assessed using the Composite International Diagnostic-Screener 3
(CID-S), a 12-item self-reported questionnaire which covers psychiatric diagnoses 4
according to DSM-IV.31 The CID-S also covers depressive disorders. The screening 5
questions for depressive disorders included the following two items: “Feelings of 6
sadness or depressed mood for a period of at least two weeks” and “Lack of interest, 7
tiredness, or loss of energy for a period of at least two weeks”. Participants who 8
answered positively to both questions were classified as having depressive disorders. 9
Educational level was composed of school and vocational education and categorised 10
into three levels: low (no or intermediate secondary school leaving certificate without 11
a completed vocational qualification), moderate (intermediate secondary school 12
leaving certificate and vocational training), and high (upper secondary school leaving 13
certificate degree and/or a completed university degree). Details of definitions of the 14
variables are given in the respective design papers.26,27 15
Statistical analyses 16
For MI and stroke, time-to-event data were available. The beginning of the time count 17
was 1990. To examine the association between the RSI and the events MI and 18
stroke, we estimated hazard ratios (HR) and corresponding 95% confidence intervals 19
by running proportional hazard regressions. Persons without an event were 20
censored. The association of RSI with dichotomous outcomes CVD, CHD and 21
cardiovascular risk factors (hypertension, diabetes, smoking, and depressive 22
disorders) was examined by running log-binomial regression models to estimate 23
relative risks (RR) and corresponding 95% confidence intervals. In case of non-24
convergence of the models, we used Poisson regression with robust variance. For 25
the associations between the RSI and continuous metric outcomes (BMI, cholesterol, 26
and alcohol) linear regression models were applied to obtain the regression 27
coefficient beta (β) and corresponding 95% confidence intervals. To estimate the 28
association between any single psychosocial stressor (occupational, financial, and 29
personal) and cardiovascular diseases and/or cardiovascular risk factors, we used 30
the same regression models as described above. The reference group was 31
composed of those participants who experienced an improvement after reunification. 32
We checked the model assumptions by visual inspection of residual plots. Model 33
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assumptions were fulfilled. We identified minimally sufficient adjustment sets (MSAS) 1
to estimate the total effect by using causal diagrams that represent the relationships 2
between exposure, outcome, and other covariables.32 Causal diagrams resulted in a 3
MSAS which contains sex, age, study and education. We tested interaction effects 4
for study*RSI, education*RSI, and age*RSI. However, no significant interaction 5
effects were found. We stratified all analyses by sex. All analyses were done with 6
SAS, version 9.3. (SAS Institute, Cary, NC, USA) 7
Results 8
The characteristics of the study participants are shown in table 1. 51.9% of the 3.901 9
study participants were male. The CARLA participants were older, had more 10
cardiovascular risk factors and cardiovascular diseases than the SHIP participants, 11
except for smoking, alcohol consumption, depressive disorders, and education. In 12
total, men had more cardiovascular diseases and cardiovascular risk factors then 13
women, except for BMI, education, and depressive disorders. The mean value of the 14
RSI was 4.8 (SD=2.4) for men and 4.9 (2.4) for women. The majority of the 15
participants had an RSI less than 5 (men 46.2%, women 42.9%). 34.6% of the men 16
and 36.1% of the women underwent a deterioration in psychosocial stressors after 17
reunification. The RSI was highest in the age-group of 45-<55 years for both men 18
and women (5.3 (2.4); 5.4 (2.3)). The change in occupational situation related to 19
reunification was the major contributing psychosocial stressor. We observed a 20
deterioration in the occupational situation after reunification in 37.0% (men) and 21
38.3% (women). An improvement was reported in 31.9% of the male and 28.5% of 22
the female participants. The majority reported an improvement in their financial 23
situation (men: 55.7; women: 49.4) and no changes in the personal situation after 24
reunification (men: 65.6; women: 71.6). 25
26
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Table 1: Characteristics of the study participants, stratified by sex and study 1
CARLA SHIP TOTAL
Men
(n=703)
Women
(n=565)
Men
(n=1298)
Women
(n=1335)
Men
(n=2001)
Women
(n=1900)
Age
Mean (SD)
24 - <45 (n)
45 - <55 (n))
55 - <65 (n)
65 - <75 (n)
>=75 (n)
61.3 (8.5)
-
205
248
204
46
59.0 (7.0)
-
197
237
130
1
46.9 (12.3)
591
301
301
94
11
43.6 (11.1)
667
366
262
35
5
51.9 (13.0)
591
506
549
298
57
48.8 (12.1)
667
563
499
165
6 Ag
e g
rou
p
CV
D
MI; n (%) 42 (6.0) 7 (1.2) 30 (2.3) 5 (0.4) 72 (3.6) 12 (0.6)
Stroke; n (%) 20 (2.8) 9 (1.6) 10 (0.7) 8 (0.6) 30 (1.5) 17 (0.9)
CHD; n (%) 54 (7.7) 13 (2.3) 33 (2.5) 5 (0.4) 87 (4.3) 18 (1.0)
CVD*; n (%)
69 (9.8) 22 (3.9) 41 (3.1) 13 (1.0) 110 (5.4) 35 (1.8)
Card
iova
sc
ula
r ri
sk
fac
tors
Hypertension; n (%) 534 (76.9) 377 (66.7) 784 (60.7) 455 (34.2) 1318 (66.1) 832 (43.8)
Smoker; n (%) 512 (72.8) 205 (36.3) 1011 (77.8) 739 (55.4) 1523 (76.1) 944 (49.7)
Diabetes; n (%) 83 (11.8) 62 (11.0) 80 (6.2) 57 (4.3) 163 (8.1) 119 (6.3)
High-risk drinking1; n (%) 157 (22.3) 27(4.8) 355 (27.3) 98 (7.3) 512 (25.6) 125 (6.6)
Depressive disorders; n
(%)
33 (4.9) 57 (10.3) 101 (7.8) 227 (17.1) 134 (6.8) 284 (15.1)
BMI; mean (SD) 28.2 (4.1) 28.5 (5.6) 27.8 (3.9) 26.7 (5.3) 27.9 (4.0) 27.2 (5.5)
Cholesterol; mean (SD) 208.7 (40.6) 220.6 (42.9) 227.9 (46.9) 220.2 (46.7) 220.3 (45.6) 221.2 (45.7)
Education
low; n (%)
middle; n (%)
high; n (%)
22 (3.1)
427 (60.7)
254 (36.1)
49 (8.7)
387 (68.5)
129 (22.8)
77 (5.9)
908 (70.0)
313 (24.1)
100 (7.5)
1012 (74.9)
254 (17.9)
99 (5.0)
1335 (66.8)
567 (28.3)
149 (7.9)
1382 (72.4)
369 (19.4)
Ex
po
su
re
RSI; mean (SD) 4.8 (1.6) 5.0 (1.5) 4.8 (2.7) 4.9 (2.7) 4.8 (2.4) 4.9 (2.4)
<5, n (%) =5; n (%) >5; n (%)
331 (47.1) 139 (19.8) 233 (33.1)
235 (41.6) 128 (22.7) 202 (35.8)
593 (45.7) 246 (19.0) 459 (35.4)
580 (43.5) 271 (20.3) 484 (36.3)
924 (46.2) 385 (19.2) 692 (34.6)
815 (42.9) 399 (21.0) 686 (36.1)
RSI by age group
24 - < 45; mean (SD) 45 - < 55; mean (SD) 55 - < 65; mean (SD) 65 - < 75; mean (SD) > 75; mean (SD)
- 5.3 (1.8) 4.9 (1.6) 4.4 (1.4) 4.8 (1.2)
- 5.4 (1.6) 4.8 (1.5) 4.9 (1.2) 3.3 (-)
4.5 (2.7) 5.3 (2.7) 5.2 (2.6) 3.8 (2.5) 2.4 (2.0)
4.6 (2.7) 5.4 (2.6) 5.1 (2.8) 3.7 (2.4) 2.6 (2.3)
4.5 (2.7) 5.3 (2.4) 5.1 (2.2) 4.2 (1.8) 4.3 (1.6)
4.6 (2.7) 5.4 (2.3) 5.0 (2.2) 4.6 (1.6) 2.8 (2.0)
Occupational situation
Improvement; n (%) No change; n (%) Deterioration; n (%)
211 (30.0) 264 (37.5) 228 (32.4)
143 (25.3) 230 (40.7) 192 (33.9)
411 (31.7) 375 (28.9) 512 (39.5)
398 (29.8) 402 (30.1) 535 (40.1)
622 (31.1) 639 (31.9) 740 (37.0)
541 (28.5) 632 (33.3) 727 (38.3)
Financial situation
Improvement; n (%) No change; n (%) Deterioration; n (%)
394 (56.1) 183 (26.0) 126 (17.9)
273 (48.3) 163 (28.9) 129 (22.8)
720 (55.5) 336 (25.9) 242 (18.6)
666 (49.9) 341 (25.5) 328 (24.6)
1114 (55.7) 519 (25.9) 368 (18.4)
939 (49.4) 504 (26.5) 457 (24.1)
Personal situation
Improvement; n (%) No change; n (%) Deterioration; n (%)
46 (6.5) 488 (69.4) 169 (24.0)
23 (4.1) 422 (74.7) 120 (21.2)
131 (10.1) 825 (63.6) 342 (26.4)
139 (10.4) 938 (70.3) 258 (19.3)
177 (8.9) 1313 (65.6) 511 (25.5)
162 (8.5) 1360 (71.6) 378 (19.9)
SD=standard deviation, BMI=body mass index, MI=myocardial infarction, CHD=coronary heart disease, CVD=cardiovascular 2
disease, cholesterol in mg/dL, alcohol in g/day; 1 High-risk drinking: >30 g alcohol per day for men, > 20 g alcohol per day for 3
women 4
* Multiple responses possible 5
6
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RSI and cardiovascular diseases and cardiovascular risk factors 1
In men, no association was found between the RSI and cardiovascular diseases. In 2
women, a positive association was found between the RSI and MI (HR=1.22 95% 3
CI=0.92-1.63), stroke (HR=1.17, 95% CI=0.93-1.47), and CVD (RR=1.15, 95% 4
CI=1.00-1.33). The RSI was associated with all cardiovascular risk factors for both 5
men and women (except high-risk drinking), e.g. per unit increase in RSI, the risk of 6
diabetes in women increased by 10% (RR 1.10, 95% CI=1.01-1.20). The strongest 7
association was seen in men between the RSI and depressive disorders (RR=1.15, 8
95% CI=1.07-1.24). However, the associations between the RSI and cardiovascular 9
risk factors were stronger in women than in men (Table 2). 10
Table 2: Associations of RSI with cardiovascular diseases and cardiovascular risk 11
factors in men and women 12
Adjusted by education, study, age 13
BMI=body mass index, MI=myocardial infarction, CHD=coronary heart disease, CVD=cardiovascular disease, cholesterol in 14
mg/dL, alcohol in g/day, High-risk drinking: >30 g alcohol per day for men, > 20 g alcohol per day for women 15
16
Psychosocial stressors and CVD 17
We observed a strong association of CVD in women who reported a deterioration or 18
no change in their occupational situation after reunification compared with women 19
who reported an occupational improvement (RR=4.04, CI 95%=1.21-13.43 20
respectively 3.76, CI 95%=1.03-13.72) (Table 3). We found no associations between 21
other cardiovascular diseases and occupational, financial, and personal changes. 22
Men Women
crude adjusted crude adjusted
Card
iov
ascu
lar
dis
ea
se
s
HR (CI 95%) HR (CI 95%) HR (CI 95%) HR (CI 95%) MI 0.98 (0.88-1.08) 1.01 (0.90-1.13) 1.21 (0.92-1.57) 1.22 (0.92-1.63) Stroke 0.90 (0.76-1.06) 0.94 (0.78-1.15) 1.17 (0.94-1.46) 1.17 (0.93-1.47)
RR (CI 95%) RR (CI 95%) RR (CI 95%) RR (CI 95%) CVD 0.94 (0.88-1.01) 0.96 (0.87-1.06) 1.10 (1.00-1.22) 1.15 (1.00-1.33) CHD 0.95 (0.88-1.04) 0.97 (0.87-1.09) 1.07 (0.93-1.24) 1.13 (0.89-1.43)
RR (CI 95%) RR (CI 95%) RR (CI 95%) RR (CI 95%)
Card
iova
scu
lar
risk f
acto
rs
Hypertension 1.02 (1.002-1.03) 1.02 (1.002-1.03) 1.04 (1.02-1.06) 1.04 (1.02-1.06) Smoking 1.02 (1.01-1.02) 1.01 (1.004-1.02) 1.03 (1.01-1.05) 1.03 (1.01-1.04) Diabetes 1.03 (0.98-1.10) 1.05 (0.98-1.13) 1.07 (1.01-1.13) 1.10 (1.01-1.20) High-risk drinking 0.98 (0.95-1.02) 0.99 (0.95-1.02) 0.97 (0.90-1.05) 0.99 (0.92-1.06) Depressive disorders
1.15 (1.06-1.24) 1.15 (1.07-1.24) 1.07 (1.01-1.12) 1.07 (1.02-1.11)
β (CI 95%) β (CI 95%) β (CI 95%) β (CI 95%) BMI 0.17 (0.09-0.24) 0.16 (0.08-0.24) 0.32 (0.22-0.42) 0.25 (0.16-0.55) Cholesterol 1.44 (0.60-2.28) 1.47 (0.64-2.43) 1.70 (0.85-2.55) 1.40 (0.59-2.20)
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Table 3: Associations of the changes in occupational, financial, and personal 1
situation after reunification with CVD in men and women 2
Men Women
crude adjusted crude adjusted
RR (CI 95%) RR (CI 95%) RR (CI 95%) RR (CI 95%)
Occupational situation
Improvement 1 1 1 1
No change 0.97 (0.63-1.49) 0.71 (0.46-1.08) 4.56 (1.33-15.54) 3.76 (1.03-13.72)
Deterioration 0.68 (0.43-1.08) 0.79 (0.50-1.26) 3.96 (1.16-13.55) 4.04 (1.21-13.43)
Financial situation
Improvement 1 1 1 1
No change 0.99 (0.65-1.50) 0.91 (0.60-1.36) 3.45 (0.47-2.51) 3.10 (0.45-2.14)
Deterioration 0.69 (0.40-1.20) 0.90 (0.52-1.58) 2.10 (0.25-1.81) 2.63 (0.29-2.37)
Personal situation
Improvement 1 1 1 1
No change 0.67 (0.38-1.17) 0.77 (0.45-1.31) 3.45 (0.47-2.51) 3.10 (0.45-2.14)
Deterioration 0.64 (0.34-1.20) 0.87 (0.48-1.59) 2.10 (0.25-1.81) 2.63 (0.29-2.37)
Adjusted by education, study, age, “Improvement”= Reference group 3
4
Occupational situation and cardiovascular risk factors 5
Deterioration in the occupational situation was considerably associated with 6
cardiovascular risk factors for both men and women. The strongest associations were 7
observed for diabetes in women, for depressive disorders in men, and for cholesterol 8
for both men and women. The relative risk for diabetes in women who reported an 9
occupational deterioration after reunification compared with women who had an 10
occupational improvement after reunification was 1.66 (CI 95% 1.05-2.63). For an 11
occupational deterioration associated with depressive disorders in men, the 12
corresponding relative risk was 1.85 (CI 95% 1.24-2.77). In men who underwent 13
occupational deterioration after reunification, total cholesterol increased by about 14
7.65 mg/dL (CI 95% 2.70-12.61) compared to men who had an occupational 15
improvement after reunification. No relevant association was observed for high-risk 16
drinking. 17
18
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Table 4 Associations of the changes of the occupational, financial and personal situation after the reunification with cardiovascular risk
factors in men and women
Men Women Men Women Men Women
Occupational situation Financial situation Personal situation
crude adjusted crude adjusted crude adjusted crude adjusted crude adjusted crude adjusted
RR
(CI 95%)
RR
(CI 95%)
RR
(CI 95%)
RR
(CI 95%)
RR
(CI 95%)
RR
(CI 95%)
RR
(CI 95%)
RR
(CI 95%)
RR
(CI 95%)
RR
(CI 95%)
RR
(CI 95%)
RR
(CI 95%)
Hyper-
tension
Improvement 1 1 1 1 1 1 1 1 1 1 1 1
No change 1.06
(0.98-1.15)
0.99
(0.92-1.07)
1.06
(0.98-1.15)
0.99
(0.92-1.07)
1.10
(1.02-1.18)
1.08
(1.06-1.16)
1.12
(0.99-1.27)
1.08
(0.97-1.20)
1.04
(0.93-1.18)
1.06
(0.94-1.19)
1.12
(0.91-1.36)
1.02
(0.85-1.21)
Deterioration 1.08
(1.003-1.17)
1.06
(0.98-1.14)
1.08
(1.003-1.17)
1.06
(0.98-1.14)
1.07
(0.99-1.16)
1.11
(1.02-1.20)
1.16
(1.01-1.29)
1.19
(1.06-1.34)
1.02
(0.89-1.16)
1.06
(0.94-1.21)
1.12
(0.91-1.40)
1.08
(0.87-1.33)
Smoking
Improvement 1 1 1 1 1 1 1 1 1 1 1 1
No change 1.01
(0.94-1.08)
0.99
(0.93-1.06)
1.01
(0.94-1.08)
0.99
(0.93-1.06)
1.09
(1.03-1.15)
1.05
(0.99-1.12)
1.12
(1.00-1.24)
1.11
(1.01-1.24)
0.98
(0.90-1.07)
0.98
(0.90-1.07)
0.92
(0.79-1.08)
1.01
(0.86-1.17)
Deterioration 1.11
(1.05-1.18)
1.09
(1.03-1.16)
1.11
(1.05-1.18)
1.09
(1.03-1.16)
1.15
(1.08-1.22)
1.11
(1.04-1.18)
1.27
(1.14-1.41)
1.24
(1.12-1.38)
0.97
(0.89-1.07)
0.96
(0.88-1.06)
0.98
(0.82-1.17)
1.02
(0.86-1.21)
Diabetes
Improvement 1 1 1 1 1 1 1 1 1 1 1 1
No change 1.23
(0.84-1.80)
1.02
(0.70-1.49)
1.23
(0.84-1.80)
1.02
(0.70-1.49)
1.09
(0.77-1.56)
1.06
(0.75-1.51)
1.12
(1.00-1.24)
1.11
(1.01-1.24)
0.85
(0.51-1.42)
0.90
(0.55-1.48)
0.76
(0.43-1.33)
0.82
(0.47-1.45)
Deterioration 1.20
(0.83-1.74)
1.20
(0.83-1.73)
1.20
(0.83-1.74)
1.20
(0.83-1.73)
1.29
(0.89-1.88)
1.45
(1.01-2.11)
1.27
(1.14-1.41)
1.24
(1.12-1.38)
0.97
(0.56-1.67)
1.12
(0.65-1.94)
0.75
(0.39-1.45)
0.81
(0.32-1.16)
High-risk
drinking
Improvement 1 1 1 1 1 1 1 1 1 1 1 1
No change 1.01
(0.84-1.21)
1.06
(0.88-1.28)
0.90
(0.85-1.40)
0.95
(0.61-1.48)
1.05
(0.88-1.25)
1.06
(0.89-1.27)
0.65
0.42-1.02
0.72
(0.45-1.13)
0.84
(0.66-10.7)
0.84
0.66-1.07
0.66
0.39-1.12
0.69
(0.41-1.18)
Deterioration 0.96
(0.80-1.15)
0.97
(0.81-1.17)
1.05
(0.69-1.59
1.17
0.76-1.81
1.08
(0.88-131)
1.04
(0.85-1.27)
0.83
(0.55-1.27)
0.90
(0.59-1.38)
0.83
(0.63-7.08
0.79
0.60-1.03
0.74
0.40-1.36
0.79
(0.43-1.46)
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Improvement 1 1 1 1 1 1 1 1 1 1 1 1
Depressive
disorders
No change 0.69
(0.42-1.15)
0.73
(0.44-1.21)
0.89
(0.66-1.19)
0.97
(0.72-1.29)
0.84
(0.54-1.30)
0.89
(0.56-1.42)
1.02
(0.77-1.32)
1.02
(0.78-1.35)
0.67
(0.37-1.18)
0.71
(0.40-1.25)
0.93
(0.62-1.41)
1.02
(0.67-1.56)
Deterioration
1.77
(1.20-2.61)
1.85
(1.24-2.77)
1.19
(0.92-1.55)
1.23
(0.94-1.60)
1.85
(1.27-2.68)
1.83
(1.24-2.89)
1.29
(1.01-1.67)
1.32
(1.02-1.70)
1.52
(0.85-2.72)
1.51
(0.85-2.56)
1.65
(1.07-2.54)
1.67
(1.08-2.59)
β
(CI 95%)
β
(CI 95%)
β
(CI 95%)
β
(CI 95%)
β
(CI 95%)
β
(CI 95%)
β
(CI 95%)
β
(CI 95%)
β
(CI 95%)
β
(CI 95%)
β
(CI 95%)
β
(CI 95%)
BMI
Improvement 0 0 0 0 0 0 0 0 0 0 0 0
No change 0.51
(0.0-0.92)
0.30
(-0.10-0.71)
0.43
(-0.17-0.71)
-0.03
(-0.61-0.53)
0.28
(-0.11-0.68)
0.18
(-0.21-0.58)
0.87
(0.32-1.43)
0.61
(0.09-1.14)
0.20
(-0.41-0.82)
0.24
(-0.36-0.86)
0.63
(-0.24-1.51)
0.39
(-0.43-1.22)
Deterioration 1.18
(0.74-1.62)
1.02
(0.58-1.45)
1.63
(1.02-2.24)
1.17
(0.58-1.76)
0.73
(0.25-1.20)
0.75
(0.28-1.23)
1.55
(0.93-2.16)
1.34
(0.74-1.94)
0.31
(-0.40-1.03)
0.50
(-0.20-1.21)
1.00
(-0.03-2.05)
0.81
(-0.17-1.80)
Cholesterol
mg/dL
Improvement 0 0 0 0 0 0 0 0 0 0 0 0
No change 3.34
(-1.43-8.11)
3.65
(-1.05-8.3)
0.44
(-0.70-964)
1.82
(-3.08-6.74)
5.60
(1.00-10.20)
5.24
(0.68-9.79)
2.52
(-2.40-7.45)
1.81
(-2.88-6.51)
2.69
(-4.36-9.75)
5.62
(-1.26-12.52)
2.09
(-5.37-9.57)
2.34
(-4.63-9.31)
Deterioration 8.96
(3.94-13.99)
7.65
(2.70-12.61)
11.25
(6.21-16.2)
7.83
(3.06-12.60)
8.62
(3.18-14.05)
8.93
(3.52-14.35)
7.19
(2.11-12.26)
6.88
(2.02-11.74)
5.24
(-2.9-13.46)
7.74
(-0.44-15.93)
1.32
(-6.98-9.64)
1.18
(-6.89-9.26)
Adjusted by education, study, age; “Improvement“= reference group
BMI=body mass index; High-risk drinking: >30 g alcohol per day for men, > 20 g alcohol per day for women
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Financial situation and cardiovascular risk factors 1
Deterioration in the financial situation was considerably associated with 2
cardiovascular risk factors in both men and women, particularly in women. The 3
strongest associations were observed for smoking in women (RR=1.24, CI 4
95%=1.12-1.38), for diabetes in both men and women (RR=1.45, CI 95%=1.01-2.11; 5
RR=1.98, CI 95%=1.30-2.99, respectively), for depressive disorders in men 6
(RR=1.83, CI 95%=1.24-2.89), and for total cholesterol in men (β=8.93 mg/dL, CI 7
95%=3.52-14.35). No relevant association was observed for high-risk drinking (Table 8
4). 9
Personal situation and cardiovascular risk factors 10
We observed no association between changes in personal situation and 11
cardiovascular risk factors, except in women for depressive disorders. The relative 12
risk for depressive disorders in women who had a deterioration in personal situation 13
after reunification was 1.67 (CI 95% 1.08-2.59) (Table 4). 14
Discussion 15
To our knowledge, this study is the first to analyse psychosocial stressors that 16
changed individually through a transition with direct reference to cardiovascular 17
outcomes on an individual basis. We analysed the consequences of the reunification 18
for changes in psychosocial stressors (occupational, financial, and personal). 19
Reunification was a fixed event in the past which entailed changes of these factors. 20
We investigated if different reflections of German reunification on the psychosocial 21
level may be associated with different levels of risk factors or frequencies of 22
occurrence of disease. We observed an increase in CVD morbidity in women with a 23
higher RSI. Furthermore, we found that the RSI was weakly but consistently 24
associated with cardiovascular risk factors in both men and women. Deterioration in 25
the occupational and financial situation after reunification was considerably 26
associated with diabetes, depressive disorders, cholesterol, and smoking. In general, 27
the associations were stronger in women than in men, with the exception of 28
depressive disorders. 29
Reunification was a critical life event that no one was able to escape. The rapid 30
transition from communism or socialism to capitalism has been called “shock 31
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therapy”.7 This led, at the level of the labour market, to a precarious employment 1
relationship and mass unemployment.33 Within a few years, millions of people lost 2
their jobs due to the rapid de-industrialisation in most of the transition countries. 3
Between 1989 and 1991, more than 2.5 million people in the former GDR became 4
unemployed. Fifty percent of East Germans changed their place of work during 5
1990/1991, and more than 60% of industrial workers became unemployed.34 Many 6
studies have shown a negative impact of unemployment on health.35 The 7
unemployment rate in East Germany rose rapidly after reunification. Although 8
unemployment affected both men and women, this increased dramatically for 9
women. The rate of unemployment in 1994 in East Germany was 22% in women and 10
11% in men.34 This could also explain the stronger associations of stressors with 11
CVD and cardiovascular risk factors for women in this study. Additionally, in a 12
prospective study on the changes in perceived stress as a result of the 2008 13
economic crisis in Iceland, it was shown that the perceived stress of women after the 14
economic crisis was significantly higher than before the crisis, especially for women 15
who were unemployed. These changes were much stronger for women than for 16
men.36 This is in line with our findings. During the economic crisis in Iceland the use 17
of cardiac emergency rooms increased in women. This was explained by a state of 18
uncertainty and anxiety about the future.37 19
Our study showed a strong association between the RSI and occupational changes 20
and depressive disorders for men. In Romania and Hungary, depression and 21
affective disorders increased sharply after the collapse of the communist regime, 22
especially in men.38,39 Kopp and colleagues explained this with the loss of social 23
rank.39 Men are less able to compensate for this than women.40 Cockerham assumed 24
that unhealthy lifestyles are the principal social determinant of increased mortality in 25
Russia and selected Eastern European countries. Our data suggest rather that the 26
deterioration in psychosocial factors after reunification was associated with an 27
unhealthier lifestyle like smoking habits.13 The MONICA survey in East German study 28
sites found a slight increase in smoking for women between 1988 and 1992. This 29
goes in line with our findings. 30
We found an association between personal change and depressive disorders for 31
women. The MONICA survey in East Germany found an increased number of 32
women who felt “very isolated” after reunification, particularly in unemployed 33
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women.24 Unemployment and the changes in the labour market may explain the 1
decrease in social support. The working environment played a central role in the 2
GDR. The workplace ensured social care (e.g. child care, medical care, recreational 3
facility, and sporting and cultural activities). With the loss of their workplace or with a 4
change in structural labour market conditions, a lot of people lost their social 5
contacts. It could be that social isolation explains the increase in depressive 6
disorders in women who experienced deterioration in their personal situation after 7
reunification. 8
There are some factors that limit our study. First, this analysis faces the usual 9
restrictions of a cross-sectional design: to determine the causality, a longitudinal 10
design would be required. Additionally, we cannot exclude that outcomes like 11
depressive disorders or hypertension already persisted before reunification. 12
However, the exposure RSI refers to a fixed event in the past (German reunification) 13
so we can assume a chronological order of exposure and disease outcomes MI and 14
stroke. Second, the basic surveys were undertaken from 1998 to 2006, i.e. 8 to 16 15
years after reunification. Because of this time lag recall bias may have influenced the 16
results. However, we evaluated validity and reliability of the Reunification Stress 17
Index and found no severe indication for recall bias. We argue that after this time 18
delay answering questions concerning personal impact of reunification will give a 19
more steady reflection of the personal state. Furthermore, participants were not told 20
the specific study hypotheses and therefore would not have been aware of the 21
potential link between reunification related stress and CVD. Consequently, if there is 22
a kind of recall error regarding reunification related stressors, participants with and 23
without relevant outcomes should be equally affected. This kind of nondifferential 24
misclassification would result in an underestimation of effects. Third, we assume that 25
we lost potential participants because of illness or death due to factors associated to 26
reunification. Furthermore, it is well-known that healthy women and men were more 27
likely to migrate after reunification to the western part of Germany. We thus cannot 28
exclude a selection bias, which could change our results in both directions. Fourth, 29
some questionnaires are different between the studies, e.g. for depressive disorders. 30
But in analyses stratified by study effects were similar. However, we are prudent with 31
the interpretation of the effects, because a depressive disorder exists for a long 32
period; therefore it is possible that depressed persons answer in a negative way 33
followed by the depressive disorder. Fifth, potentially we cover not all psychosocial 34
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stressors due to a transition. However, we decided to analyse psychosocial stressors 1
in terms of occupation, financial, and personal stressors, because in view of the 2
appropriate literature these factors seem to be the most relevant. 3
In summary, our findings show that a individually perceived deterioration of 4
psychosocial stressors in terms of occupational, financial, and personal stressors 5
related to German reunification was associated with cardiovascular risk factors and 6
CVD. An explanation for these findings could be that women were more often 7
affected by unemployment after reunification. Our findings support the established 8
hypothesis that psychosocial stressors favour cardiovascular risk factors and CVD 9
after social change. Morbidity and mortality follow-up examination of both cohorts 10
could enhance the results. 11
12
Contributors 13
SB: conducted the statistical analyses and drafted the report. AK: helped designing 14
major parts of the study and helped drafting the manuscript. OK: participated in the 15
statistical analyses and helped drafting the manuscript. KHG, CK, SN, KW, MRPM, 16
COS, HV: helped designing the study, and drafting the manuscript. JH: conceived of 17
the study, designed major parts of the study and helped drafting the manuscript. The 18
paper was revised by all authors. 19
Competing interests 20
All authors report no conflict of interest. 21
Funding 22
This work was funded by a grant from the Deutsche Forschungsgemeinschaft [SFB 23
598–02 No. Ha 2419/2-1], by a grant of the Martin-Luther-University Halle-24
Wittenberg, by the Ministry of Education and Cultural Affairs of Saxony-Anhalt, by the 25
Federal Ministry of Education and Research [No. 01ZZ9603, 01ZZ0103, 01ZZ0701], 26
and the Ministry of Cultural Affairs and the Social Ministry of the Federal State of 27
Mecklenburg-West Pomerania. 28
Data sharing statement 29
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No additional data are available. 1
References 2
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24. Ergebnisse des MONICA-Projektes Ostdeutschland 1984-1993. 1
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STROBE Statement—Checklist of items that should be included in reports of cross-sectional studies
Item
No
Recommendation
Page (p)and
line Number
(l)
Title and abstract 1 (a) Indicate the study’s design with a commonly used term in
the title or the abstract
p 2, l 6
(b) Provide in the abstract an informative and balanced
summary of what was done and what was found
p 2, l 2-25
Introduction
Background/rationale 2 Explain the scientific background and rationale for the
investigation being reported
p 4, l 2-16
Objectives 3 State specific objectives, including any prespecified hypotheses p 4, l 17-25
Methods
Study design 4 Present key elements of study design early in the paper p 4, l 28-31
Setting 5 Describe the setting, locations, and relevant dates, including
periods of recruitment, exposure, follow-up, and data collection
p 4, l 28-31
p 5, l 1-5, 10-
31
Participants 6 (a) Give the eligibility criteria, and the sources and methods of
selection of participants
p 5, l 5-12
Variables 7 Clearly define all outcomes, exposures, predictors, potential
confounders, and effect modifiers. Give diagnostic criteria, if
applicable
p 5, l 14-32
p 6, l 1-32
Data sources/
measurement
8* For each variable of interest, give sources of data and details of
methods of assessment (measurement). Describe comparability
of assessment methods if there is more than one group
p 5, l 14-32
p 6, l 1-32
p 7, l 1,2
Bias 9 Describe any efforts to address potential sources of bias p 7, l 21-24
Study size 10 Explain how the study size was arrived at p 5, l 5-12
Quantitative variables 11 Explain how quantitative variables were handled in the
analyses. If applicable, describe which groupings were chosen
and why
p 5, l13-32
p 6, l 11-13
Statistical methods 12 (a) Describe all statistical methods, including those used to
control for confounding
p 7, l 3-27
(b) Describe any methods used to examine subgroups and
interactions
p 7, l 24/25
(c) Explain how missing data were addressed p 5, l 11/12
(d) If applicable, describe analytical methods taking account of
sampling strategy
(e) Describe any sensitivity analyses
Results
Participants 13* (a) Report numbers of individuals at each stage of study—eg
numbers potentially eligible, examined for eligibility,
confirmed eligible, included in the study, completing follow-
up, and analysed
p 5, l 5-12
p 7, l 29
(b) Give reasons for non-participation at each stage p 5, l 5-12
(c) Consider use of a flow diagram
Descriptive data 14* (a) Give characteristics of study participants (eg demographic, Table 1
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2
clinical, social) and information on exposures and potential
confounders
(b) Indicate number of participants with missing data for each
variable of interest
Table 1
p 5, l 11/12
Outcome data 15* Report numbers of outcome events or summary measures Table 1
Main results 16 (a) Give unadjusted estimates and, if applicable, confounder-
adjusted estimates and their precision (eg, 95% confidence
interval). Make clear which confounders were adjusted for and
why they were included
Table 2-4
(b) Report category boundaries when continuous variables were
categorized
Table 1
(c) If relevant, consider translating estimates of relative risk
into absolute risk for a meaningful time period
Other analyses 17 Report other analyses done—eg analyses of subgroups and
interactions, and sensitivity analyses
(p 7, l 24/25)
Discussion
Key results 18 Summarise key results with reference to study objectives p 14, l 18-23
Limitations 19 Discuss limitations of the study, taking into account sources of
potential bias or imprecision. Discuss both direction and
magnitude of any potential bias
p 16, l 3-18
Interpretation 20 Give a cautious overall interpretation of results considering
objectives, limitations, multiplicity of analyses, results from
similar studies, and other relevant evidence
p 14, l 24-31,
p 15, l 1-33,
p 16, l 1-5
Generalisability 21 Discuss the generalisability (external validity) of the study
results
p 16, l 19-22
Other information
Funding 22 Give the source of funding and the role of the funders for the
present study and, if applicable, for the original study on which
the present article is based
p 17, l 4-9
*Give information separately for exposed and unexposed groups.
Note: An Explanation and Elaboration article discusses each checklist item and gives methodological background and
published examples of transparent reporting. The STROBE checklist is best used in conjunction with this article (freely
available on the Web sites of PLoS Medicine at http://www.plosmedicine.org/, Annals of Internal Medicine at
http://www.annals.org/, and Epidemiology at http://www.epidem.com/). Information on the STROBE Initiative is
available at www.strobe-statement.org.
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