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Regional differences in utilization of antenatal care and safe delivery services in Indonesia: Findings from a nationally
representative survey.
Journal: BMJ Open
Manuscript ID bmjopen-2016-013408
Article Type: Research
Date Submitted by the Author: 11-Jul-2016
Complete List of Authors: Tripathi, Vrijesh; University of The West Indies - Saint Augustine Campus, Mathematics and Statistics Singh, Rajvir; Hamad Medical Corporation (HMC),, Cardiology Research
Centre, Heart Hospital
<b>Primary Subject Heading</b>:
Global health
Secondary Subject Heading: Health policy, Health services research
Keywords: Health policy < HEALTH SERVICES ADMINISTRATION & MANAGEMENT, Quality in health care < HEALTH SERVICES ADMINISTRATION & MANAGEMENT, Antenatal care, Safe delivery, IDHS-2012
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Title: Regional differences in utilization of antenatal care and safe delivery services
in Indonesia: Findings from a nationally representative survey.
Authors:
1. Vrijesh Tripathi, Ph. D
Department of Mathematics and Statistics
Faculty of Science and Technology
The University of The West Indies
St. Augustine, Trinidad and Tobago
2. Rajvir Singh, Ph. D
Cardiology Research Centre, Heart Hospital
Hamad Medical Corporation (HMC)
Doha, Qatar
Corresponding Author:
Dr. Vrijesh Tripathi
Department of Mathematics and Statistics
Faculty of Science and Technology
The University of the West Indies
St. Augustine, Trinidad and Tobago
Tel: 1(868) 662-2002 ext 83872
E-mail: [email protected]
Key words: Health inequalities, Maternal Health, Reproductive health, Health
Services.
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Abstract:
Background: Indonesia has shown a nominal increase in utilizing ANC services from
93% to 96% in the IDHS 2012 survey. However, safe delivery services need to be
seen in conjunction with ANC services to assess and target universal maternal health
coverage in Indonesia.
Material and Methods: The study uses survey data from the Indonesia Demographic
and Health Survey 2012 that was conducted among women aged 15-49 years who
gave births during the last three years preceding the survey. Socio-economic and
demographic factors affecting utilization of ANC and safe delivery services were
analysed by segregating the data into seven regions of Indonesia.
Results and Conclusion: Multivariate results show that regional differences
significantly affect utilization of ANC and safe delivery services across the seven
regions besides wealth and education differentials. Univariate analyses show that
Sulawesi, Maluku and Western New Guinea islands are at a disadvantage in accessing
ANC and safe delivery services.
Strengths and limitations of this study:
• ANC and safe delivery services are related to maternal morbidity and mortality.
• No prior study has analysed determinants of ANC and safe delivery services in
Indonesia in a single study.
• Regional differences exist even within countries such as Indonesia that have achieved
a high overall ANC coverage of 96%. These regional differences show the way for
further policy planning.
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Title: Regional differences in utilization of antenatal care and safe delivery services
in Indonesia: Findings from a nationally representative survey.
Introduction
Indonesia is the second most populous country in Asia and the fourth largest in the
world after People’s Republic of China, India and the United States of America. It
consists of more than 17,000 islands spread over 1.9 million square kilometers and
home to some 240 million people. There are five major islands: Sumatera, Java,
Kalimantan, Sulawesi, and Papua. Two remaining groups of islands are Maluku and
Nusa Tenggara, running from Sulawesi to Papua in the north and from Bali to Timor
in the south. The country is divided into 34 provinces that comprise some 500
districts, divided into nearly 7,000 sub-districts in which there are almost 80,000
villages1. For the purposes of this study, we have divided the country into seven
regions, Sumatra, Java, Lesser Sunda islands comprising of Bali, West and East Nusa
Tenggara, Kalimantan, Sulawesi, Maluku islands and Western New Guinea islands.
The United Nations defined millennium development goals (MDGs) 4 and 5 were
aimed at reducing under five-child mortality (U5M) by two thirds and to improve
maternal mortality ratios by three quarters between 1990 and 20152-3. Indonesia has
recorded a huge reduction in U5M down from 85 to 27 deaths per 1000 live births in
2015 4. Though this is significant progress, it is clear that the MDG4 target of
reducing U5M to 24 per 1000 live births will not be achieved in Indonesia. According
to IDHS 2012 report, while the number of mothers receiving ante-natal care (ANC)
has increased from 93% in 2007 to 96% in 2012, more than half of all deliveries still
take place at home in the absence of specialized services to deal with potential
complications5. The ministry of health reported a wide discrepancy in ANC utilization
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across provinces with Jakarta recording 96% to Papua province with only 38% of
mothers utilizing ANC services6-7. Thus, it is clear that ANC coverage and safe
delivery services need to be extended across the country.
This paper uses data collected from the IDHS 2012 on maternity health care services
to examine the association of social-economic and demographic factors in the use of
two components of maternity care services, ANC utilization and self-delivery services
across the seven regions of Indonesia.
Methods
The study uses raw data from nationally representative samples of ever-married
mothers aged 15-49 years in Indonesia Demographic and Health Survey (IDHS-2012)
conducted during May 7th to July 31
st, 2012. Among 45,607 mothers interviewed in
the survey with 96% response rate, a total of 23,809 mothers had births (10168 of first
order, 6483 of second order , 3468 of third order, 1731 of fourth order and 1959 of
fifth and above order births ) in the three years preceding the survey. There were 1558
(6.5%) deaths out of 23,809 births1.
Ethics Statement
The Indonesia Demographic and Health Survey was conducted in accordance to
internationally agreed ethical principles for the conduct of medical research. Since
this study is based on the IDHS data, which is available in the public domain with no
identifiable information on the survey participants, this work is exempted from ethical
review1.
Outcome Events
For the purposes of analysing ANC services, the study population consists of those
mothers who had at least three ANC visits or at least two tetanus toxoid injections
during pregnancy or one tetanus toxoid injection in pregnancy and at least one tetanus
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toxoid injection in the preceding three years and received iron and folic acid tablets
for 90 or more days8-10
. Safe delivery is described as delivery attended by a general
practitioner or obstetrician or nurse or midwife or village midwife or traditional birth
attendant (TBA) or others.
Covariates
Data was segregated according to the seven regions in Indonesia. There is merit in
segregating data for it allows us to focus on aspects of ANC and Safe Delivery
services that may remain hidden in national level indicators11-12
. Selected socio-
economic and demographic factors examined include age, place of residence,
education of self and father, occupation of self and father, wealth quintile, frequency
of listening to radio/ reading newspaper and magazines, birth order and child status at
birth. Though age is a continuous variable, it is tabulated into age groups 15-19 years,
20-24 years, 25-29 years and above 30 years. Place of residence is categorised as rural
or urban. Education is classified as no formal education, up to primary level, up to
secondary level and higher. Occupation is arranged into categories as not working,
unskilled or skilled work, or agriculture. A composite wealth index was computed
using principal component analysis of household items related to possession of
durable assets, access to utilities and infrastructure, and housing characteristics to
assess the economic status of the mothers. Each woman was ranked based on a
household asset score and was assigned to wealth quintiles, labelled as poorest,
poorer, middle, richer and richest, each comprising of 20% of the population. A
detailed description on the methodology adopted to construct the wealth index in
IDHS dataset is given in the IDHS 2012 report1. Public messaging is an important
source of getting information for the woman and therefore, Frequency of listening to
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the radio/ reading newspaper and magazines is included to gauge the woman’s level
of perception regarding family health initiatives.
Statistical Analyses
Data was downloaded from DHS site with due permission for analyses. Frequencies
with percentages are calculated for predictors and outcome variables. Relationships of
mothers’ social and demographic variables and healthcare outcomes data are stratified
according to seven regions with the dependent variables as ANC and safe delivery
services. Chi-square tests are done to see associations and univariate logistic
regression analysis are performed to know about odds ratios and 95% confidence
interval (C.I.) for all predictors. Multivariate logistic regression analyses are
performed and adjusted Odds Ratios with 95% C.I. and p-values are presented in the
tables 13-15
. Statistical significance was set at P<0.05 16. SPSS 21.0 statistical package
is used for the analyses (IBM SPSS 2012)17.
Results
ANC Services
Table 1 presents characteristics of mothers utilizing ANC services across the seven
regions including 2744 births in the Sumatra region, 2320 births in the Java region,
847 in the Lesser Sunda Islands, 999 in the Kalimantan, 1525 in Sulawesi, 467 in
Maluku Islands, and 559 births in the Western New Guinea islands. Most births took
place in rural areas than urban areas in all regions except Java where more births took
place in the urban areas. Most mothers and fathers were educated up to the secondary
level. Most mothers were not working across the seven regions while most fathers
were either in unskilled/ other occupations (Sumatra, Lower Sunda islands,
Kalimantan, Sulawesi) or did skilled work (Java, Maluku and Western New Guinea
islands). Except Java where most mothers belonged to the richest wealth quartile,
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most mothers belonged to either poorer (Sumatra, Lower Sunda islands) or poorest
(Kalimantan, Sulawesi, Maluku and Western New Guinea) wealth quartiles.
Frequency of listening to radio/reading newspapers/magazines was “at least once a
week” in all regions except Sulawesi which reported “not at all” as the most frequent
response. Most mothers received ANC for their first birth order and most children
were born alive.
Table 2 shows the results of univariate analyses with odds ratios and 95% C.I. of
socio-economic and demographic characteristics of mothers who received ANC
services according to the seven regions. As the age of the mother increases, utilization
of ANC decreases across the seven regions (p=0.001) especially for mothers above
the age of 25 years. The ANC services are utilized by only 6-18 % mothers above 30
years of age as compared with those in the 15-19 age groups across all regions. ANC
services are utilized by 94% in the Java region (OR 0.94, 95% CI 0.84-1.06) while
they are utilized by less than 50% in Western New Guinea region (OR 0.46, 95% CI
0.36-0.59) in the rural areas compared to urban areas of residence. Except for Java
island, there is a significant difference between those who utilize ANC services in the
other six regions between the urban and rural areas. Only 70-80 % mothers utilize
ANC services in the rural as compared to urban place of residence in the Sumatra
(OR 0.77, 95% CI 0.7-0.8), Kalimantan (OR 0.8, 95% CI 0.67-0.93), Sulawesi (OR
0.7, 95% CI 0.62-0.80) and Maluku islands (OR 0.74, 95% CI 0.6-0.93). Mothers
with primary and secondary level education use ANC services by two and six times,
respectively, across the seven regions when compared to mothers with no formal
education except in Lesser Sunda Islands region where primary and no formal
education shows no difference (OR 1.8, 95% CI 1.2-2.8 and OR 2.4, 95% CI 1.4-3.9).
Mothers with higher than secondary education also utilize ANC varyingly from two
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and half times (Lesser Sunda Islands OR 2.4, 95% CI 1.4-3.9) to nine times (Western
New Guinea OR 8.9, 95% CI 5.6-14.4). The proportion of mothers utilizing ANC
services increases as the level of education of mothers increases (p=0.001). A higher
level of father’s education also increases the utilization of ANC services across all
regions (p=0.001). Fathers with primary, secondary and higher than secondary level
education help mothers use these services increasingly as compared with fathers with
no formal education across the seven regions except in Lesser Sunda Islands where
educational qualifications of father does not significantly affect mothers’ utilization of
ANC services (OR 0.9, 95% CI 0.5-1.62; OR1.2, 95% CI 0.7- 2.2 and OR 1.3, 95%
CI 0.7-2.5), respectively.
Mothers engaged in agriculture are at a significant disadvantage in utilizing ANC
services compared to those not working outside home, skilled and unskilled workers
in all the seven regions. Mothers involved in unskilled work are not at a significant
disadvantage in utilizing ANC services compared to those not working outside home
excepted in regions like Sumatra and Western New Guinea where the difference was
significant compared to not working mothers (OR 0.6, 95% CI 0.5-0.7; OR 0.7, 95%
CI 0.5- 1.1). Father’s occupation did not show a consistent effect across the regions.
Father’s occupation did not show any difference in the Java region while in
Kalimantan there was a difference between skilled and unskilled workers but had no
difference between those not working and those engaged in agriculture. In the other
five regions, fathers occupied in agriculture were at a significant disadvantage to
those not working. Fathers engaged in agriculture suffer from a similar disadvantage
compared to those engaged in skilled work, unskilled work and not working in all
regions except Kalimantan where utilization of ANC services was more or less equal
compared to other regions where differences were higher. As wealth index increases,
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utilization of ANC services increases significantly by one and half to two times for
poorer to richest across all regions excepts Western New Guinea where utilization of
ANC services increases from two and half times to four times for poorer to richest
compared to the poorest wealth quartile. Utilization of ANC services in Sumatra,
Lesser Sunda Islands and Kalimantan regions is not affected by listening to radio
and/or reading newspapers and magazines less than once a week compared to not
listening or reading newspapers at all. Those listening to radio and/or reading
newspapers and magazines at least once a week utilize ANC services by one and half
to two times more than those who do not across all regions except in Western New
Guinea region, where utilization increases significantly by four and half times (OR
4.6, 95%CI 1.9-11.2) compared to those not listening/ reading newspapers at all. As
birth order increases from first to third birth order, mothers show greater awareness
and utilize ANC services compared at first birth order across all regions. However,
ANC utilization shows a decreasing trend with 4th and 5
th and above birth order.
Those who reported the status of child at birth as dead did not utilize ANC services
compared to those whose child was alive at birth.
Safe Delivery
The total number of safe deliveries in Indonesia in the three years prior to the survey
is 10071 or 42.3% of the total burden of deliveries in Indonesia. These comprised of
6833 births in the Sumatra region, 4819 births in the Java region, 2093 births in the
Lesser Sunda Islands region, 2440 births in the Kalimantan, 4483 births in the
Sulawesi, 1573 births in the Maluku Islands, and 1568 births in the Western New
Guinea islands. Table 3 shows that most mothers who used safe delivery services
were over 30 years old. Most safe deliveries occurred in rural rather than urban place
of residence except in Java where it was the opposite. Most mothers and fathers were
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educated up to the secondary level. Most mothers were not working and most fathers
were engaged in skilled work in Java, Kalimantan, Maluku and Western New Guinea
islands while they were engaged in unskilled or other work in Sumatra, Lower Sunda
and Sulawesi islands. Most families were in the richest quartile in the Java islands, in
poorer wealth quartile in Sumatra islands and in poorest wealth quartile in the rest of
the five regions. Most mothers who utilized safe delivery services listened to radio,
read newspapers/ magazines at least once a week. Most safe deliveries were of first
birth order and most children were reported alive.
Table 4 presents the results of univariate analyses of socio-economic and
demographic characteristics of safe delivery according to seven regions in Indonesia.
Mothers who are 25 years and older have significantly less chances of safe delivery
compared with those in the 15-19 age group in the Sumatra, Java, Lesser Sunda
Islands, Kalimantan and Sulawesi while in Maluku and Western New Guinea islands,
mothers over 30 are less likely to have safe delivery. Mothers living in rural place of
residence have significantly less chances of safe delivery as compared to urban place
of residence in Sumatra, Java, Lesser Sunda Islands, Kalimantan, Sulawesi, Maluku
Islands and Western New Guinea islands, respectively. Level of schooling has a
significant effect on safe delivery across all regions. The chances of safe delivery for
mothers with primary and secondary and above level education increase by 2 to 23
times, in Sumatra, Java, Kalimantan, Sulawesi and Western New Guinea islands,
when compared to mothers with no formal education. Lesser Sunda Islands and
Maluku Islands show no statistical difference between mothers with primary
education and no formal education in utilizing safe delivery services. Fathers’
education to secondary and higher level significantly increases the chances of safe
delivery compared to those fathers with no formal education. In Kalimantan, Sulawesi
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and Western New Guinea, even primary education shows significant difference in
utilization of safe delivery services compared with fathers with no formal education.
Mothers who are in agriculture are at a disadvantage in all regions compared to not
working mothers. But mothers engaged in skilled work are significantly advantaged
in utilizing safe delivery services across all regions. Mothers who are in unskilled or
other jobs are at a significant disadvantage to having safe delivery except in Java
region where there is no difference between unskilled/others and not working mothers
in the context of safe delivery (OR 1.1, 95%CI 0.9-1.3). Fathers who are in
agriculture are at a statistically significant disadvantage compared to those not
working in ensuring safe delivery in all regions except Kalimantan and Java regions.
Fathers engaged in skilled work are at an advantage in their wife having safe delivery
in all regions except Maluku Islands region (OR 0.8, 95%CI 0.5-1.4) though it is not
significant. Unskilled fathers are at par to utilize safe delivery services compared to
those not working except in Western New Guinea region where they are two times
more likely to have safe delivery (OR 2.3, 95% CI 1.3 -4.0). As wealth index
increases safe deliveries increase from two to eight times in all regions. Those
listening to radio and/or reading newspapers and magazines at least once a week are
more likely to have safe deliveries by about three times compared to those who do
not, except in Sumatra region where there is no difference whether they listen to
radio/read newspapers and magazines less than once a week or at least once a week
compared to not listening or reading newspapers at all. In Sumatra, as birth order
increases from first to fourth birth order, mothers utilize safe delivery services though
there is no difference for the fifth and above birth order compared to first birth order.
In Java, there is significant difference from first to third but there is no difference for
fourth and fifth and above birth order. In Lesser Sunda islands, Sulawesi, and Maluku
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islands, there is no significant difference between the first four birth orders but there
is a significant decline (30-40%) in ensuring safe deliveries for fifth and above birth
order. In Kalimantan and Western New Guinea islands, there is no difference between
first and more birth orders. Those who reported the status of child at birth as dead did
not avail safe delivery services across all regions compared to those who reported
child as alive at birth.
Multivariate Analyses
Findings of selected socio-economic and demographic predictors related to ANC and
safe delivery services after adjusting mother’s age at child birth, woman’s occupation,
father’s occupation, frequency of listening to radio/reading newspaper/magazines,
birth order and child status are presented in Table 5. Mothers residing in rural areas
are slightly more likely (OR 1.02, 95%CI 0.9-1.1) to receive ANC than those living in
urban areas. In other words, mothers in rural and urban areas in Indonesia tend to
receive comparable ANC services. However, mothers living in rural areas are 14%
less likely (OR 0.86, 95%CI 0.80-0.92) to have safe delivery compared to those in
urban areas. Different regions show significant differences in utilization of ANC.
ANC utilization is significantly more in Java and Lesser Sunda Islands, compared to
Sumatra and Kalimantan region. If we compare the regional difference in safe
deliveries with reference category of Sumatra, only Java and Lesser Sunda Islands
show no difference while safe deliveries are significantly less in Kalimantan,
Sulawesi, Maluku Islands and Western New Guinea islands. An increase in wealth
index ensures better utilization of ANC and safe delivery services. Mother’s
education and father’s education have comparable but significant role both in
utilization of ANC services and in ensuring safe delivery. No formal education is a
disadvantage in utilization of ANC and safe delivery services while higher than
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secondary level education of mothers is an advantage in utilization of ANC services
(OR 6.2, 95% CI 4.87-7.85) and ensuring safe delivery (OR 10.37, 95% CI 8.06-
13.3). Listening/ reading news at least once a week has impact on ANC services and
safe delivery. However, listening /or reading news less than once a week has impact
on safe delivery but not on ANC where not listening or listening less than once a
week makes no difference.
Discussion
This study examines the factors that affect the utilization of ANC and safe delivery
services in Indonesia. Since Indonesia is a large country geographically spread over
17000 islands, there are regional disparities in the utilization of ANC and safe
delivery services across its many islands. Our study proves that there are socio-
economic and demographic disparities that affect the use of ANC and safe delivery
services and these need to be addressed urgently.
Multivariate analyses shows that though there are no differences in the utilization of
ANC services among the rural and urban areas. This is against the disparities
associated with mothers living in urban and rural areas in other studies 18-21
. It is also
against our own univariate findings that highlight disparities in utilization of ANC
services across the seven regions. This may be due to adjusting other important
variables for ANC services like age, education and wealth quintile in the study.
Multivariate analyses reveals that while mothers in Java and Lesser Sunda islands are
significantly better in ensuring ANC services than mothers in Sumatra. Kalimantan
and Sumatra are comparable while mothers in Sulawesi, Maluku and Western New
Guinea islands are significantly disadvantaged in utilizing ANC services. Though
regional disparities are known to exist in Indonesia, the multivariate results are closer
to the univariate results in Java. This may be because 58% of Indonesia’s population
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resides in Java 22. It justifies the need to disaggregate the data so that regional
disparities are brought into focus.
Differences in wealth index hurt the chances of mothers utilizing ANC services 23-26
.
Our univariate analyses reveals that this is more the case in regions other than Java,
Sumatra and Kalimantan where the wealth differentials affect utilization of ANC up
to two times only. In Sulawesi, Maluku and Western New Guinea islands the wealth
differentials increase to three times.
While differences in education levels of both mothers and fathers affects ANC
utilization, mothers’ education level has proved to be a significant factor in utilization
of ANC services 7, 18, 20, 27
. Mothers educated up to primary, secondary and higher
levels utilize ANC services by almost two, three and six times more than those who
have received no education. It is also significant that listening to radio/ reading
newspapers and magazines at least once a week significantly affects the utilization of
ANC services7.
Multivariate Analyses of Safe Delivery services show that safe deliveries are
significantly less in the rural areas compared to urban areas28-30
. While Sumatra, Java
and Lesser Sunda islands are comparable in mothers’ utilization of safe delivery
services, mothers are significantly disadvantaged in Kalimantan, Sulawesi, Maluku
and Western New Guinea islands. Wealth differentials affect the use of safe delivery
services while low education levels of mothers are disadvantageous to their use of
safe delivery services. Though there is no significant difference between fathers with
no formal education and educated up to only primary level, fathers with secondary
and higher levels of education positively impact the use of safe delivery services in
Indonesia. Listening to radio/reading newspapers and magazines also affects the use
of safe delivery services positively.
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Thus, in developing countries, including Indonesia, access to safe delivery services
remains a great challenge31-32
. These include the out-of-pocket (OOP) share of total
health expenditure remains high at almost 40 percent. Although household health
insurance population coverage rates have increased in the last decade or so—from 15
percent in 1995 to more than 40 percent in 2010—almost 60 percent of the population
still remains without any coverage, and OOP spending remains high even among
those with coverage33. This needs to be expanded because regional and wealth
inequalities affect maternal mortality and U5M in Indonesia.
Limitations
There is a recall bias because of the inherent nature of survey data that is collected at
a single point of time. Also, the data are self-reported and there is no way to assess the
truth quotient of the information collected. Further, most of the variables (age, wealth
index, education, occupation) are recorded at the time of the survey rather than at the
time of birth of the child. These variables may have changed since the birth of the
child.
Conclusion
We surmise that ANC services have increased nominally from the last IDHS survey.
However, since it is still not 100%, we need to look at factors affecting poor coverage
by ANC and safe delivery services. Poor utilization of services is related to a complex
set of social and demographic factors that affect the use, accessibility, affordability
and perception about the need and utility of such services34-36
. The international
community is now working on a new framework of defining the sustainable
development goals (SDGs) that look forward to achieving a target of reducing U5M
to as low as 25 per 1000 live births37-38
. While being poor with no formal education of
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self and husband were a deterrent to accessing ANC services, the odds of utilizing
ANC and safe delivery services were significantly less in the Sulawesi, Maluku and
Western New Guinea islands. It means that the areas covered by TBAs are increased
and special incentives are offered to train women social workers in the Sulawesi,
Maluku and Western New Guinea islands. The study recommends that disaggregated
regional targets be set so as to further reduce maternal mortality rates in Indonesia.
Competing Interests
VT & RS declare that they have no competing interests.
Funding
The authors declare there was no funding for this research.
Author Contributions
VT and RS conceived and designed the study, analysed the data, and equally
contributed and reviewed drafts of the paper.
Data Sharing
The DHS website provides access to data upon submission and approval for a
proposal of study: http://dhsprogram.com/data/new-user-registration.cfm.
References
1. Statistics Indonesia (Badan Pusat Statistik—BPS), National Population and
Family Planning Board (BKKBN), and Kementerian Kesehatan (Kemenkes-
MOH), and ICF International. 2013. Indonesia Demographic and Health
Survey 2012 (IDHS 2012). Jakarta, Indonesia: BPS, BKKBN, Kemenkes, and
ICF International. 2013.
2. United Nations. Global Campaign for the Health. Millennium Development
Goals: Accelerating progress in saving the lives of women and children-Repot
2013.
http://www.who.int/workforcealliance/knowledge/resources/2013_report_Glo
bal_Campaign_for_the_Health_MDGs.pdf?ua=1 (accessed 9 June 2016).
Page 16 of 29
For peer review only - http://bmjopen.bmj.com/site/about/guidelines.xhtml
BMJ Open
123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960
on March 1, 2020 by guest. P
rotected by copyright.http://bm
jopen.bmj.com
/B
MJ O
pen: first published as 10.1136/bmjopen-2016-013408 on 3 F
ebruary 2017. Dow
nloaded from
For peer review only
3. Bryce J, Victora CG and Black RE. The unfinished agenda in child survival.
Lancet 2013; 382.9897: 1049-59.
4. United Nations Children's Emergency Fund. Committing to child survival: a
promise renewed Progress Report 2015. eSocialSciences, 2015, United
Nations Children’s Fund, New York, 2015.
5. United Nations Children's Emergency Fund (UNICE Indonesia). Children in
Indonesia: The early years- From birth to 5 years old. 2016.
http://www.unicef.org/indonesia/children.html (accessed 9 June 2016).
6. Statistics Indonesia (Badan Pusat Statistik—BPS) and Macro International.
Indonesia Demographic and Health Survey 2007. Calverton, Maryland, USA:
BPS and Macro International. 2008.
7. Titaley CR, Dibley MJ and Roberts CL. Factors associated with
underutilization of antenatal care services in Indonesia: results of Indonesia
Demographic and Health Survey 2002/2003 and 2007. BMC Public Health
2010; 10: 485.
8. Paul VK, Sachdev HS, Mavalankar D, et al. Reproductive health, and child
health and nutrition in India: meeting the challenge. Lancet 2012; 377:332–49.
9. Singh PK, Rai RK, Alagarajan M, et al. Determinants of maternity care
services utilization among married adolescents in rural India. PLoS ONE
2012; 7(2):e1215.
10. World Health Organisation. Provision of effective antenatal care: Integrated
Management of Pregnancy and Child Birth (IMPAC). Standards for Maternal
and Neonatal care (1.6), Department of Making Pregnancy Safer, WHO:
Geneva, 2006.
http://www.who.int/reproductivehealth/publications/maternal_perinatal_health
/effective_antenatal_care.pdf . (accessed 9 June 2016).
11. Katti V. Regional disparities in Nepal. Int. Stud. 1987; 24: 209–224.
12. Sreeramareddy CT, Harsha Kumar HN, Sathian B. Time Trends and
Inequalities of Under-Five Mortality in Nepal: A Secondary Data Analysis of
Four Demographic and Health Surveys between 1996 and 2011. PLoS ONE
2013; 8(11): e79818.
13. Harrell FE. Regression modelling strategies with application to linear models,
logistic regression and survival analysis. Berlin: Springer-Verlag 2001.
Page 17 of 29
For peer review only - http://bmjopen.bmj.com/site/about/guidelines.xhtml
BMJ Open
123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960
on March 1, 2020 by guest. P
rotected by copyright.http://bm
jopen.bmj.com
/B
MJ O
pen: first published as 10.1136/bmjopen-2016-013408 on 3 F
ebruary 2017. Dow
nloaded from
For peer review only
14. Hosmer Jr DW Lemeshow S and Sturdivant RX .2013. Applied logistic
regression, 3rd Edition. John Wiley & Sons: New York 2013.
15. Kleinbaum DG, Kupper LL, Muller KE, Nizam A. Applied regression
analysis and multivariable method, 3rd edition. Belmont: Duxbury Press
1998.
16. Correia MIT, & Waitzberg, DL. The impact of malnutrition on morbidity,
mortality, length of hospital stay and costs evaluated through a multivariate
model analysis. Clin. Nutr. 2003; 22(3): 235-239.
17. IBM SPSS. Statistics for windows. Version 21.0. Armonk: IBM Corp, 2012.
18. Agus Y and Horiuchi S. Factors influencing the use of antenatal care in rural
West Sumatra, Indonesia. BMC Pregnancy Childbirth 2012; 12(1), p.9.
http://www.biomedcentral.com/1471-2393/12/9 (accessed 11 June 2016).
19. Doctor HV. Intergenerational differences in antenatal care and supervised
deliveries in Nigeria. Health &Place 2011; 17(2): 480-489.
20. Pallikadavath S, Foss M and Stones, RW. Antenatal care: provision and
inequality in rural north India. Soc. Sci. Med. 2004; 59(6): 1147-1158.
21. Ansariadi A, Manderson L and Manderson L. Antenatal care and women’s
birthing decisions in an Indonesian setting: does location matter. Rural Remote
Health 2015; 15(2959).
22. World Population Review. Indonesia Population 2016.
http://worldpopulationreview.com/countries/indonesia-population/ (accessed
11 June 2016).
23. Titaley CR, Hunter CL, Dibley MJ, et al. Why do some women still prefer
traditional birth attendants and home delivery?: a qualitative study on delivery
care services in West Java Province, Indonesia. BMC Pregnancy Childbirth
2010; 10(1): p.1.
24. Simkhada B, Teijlingen ERV, Porter M et al. Factors affecting the utilization
of antenatal care in developing countries: systematic review of the literature. J
Adv Nurs 2008; 61(3): 244-260.
25. Furuta M and Salway S. Women’s position within the household as a
determinant of maternal health care use in Nepal. Int Fam Plan Perspect 2006;
32(1):17–27.
Page 18 of 29
For peer review only - http://bmjopen.bmj.com/site/about/guidelines.xhtml
BMJ Open
123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960
on March 1, 2020 by guest. P
rotected by copyright.http://bm
jopen.bmj.com
/B
MJ O
pen: first published as 10.1136/bmjopen-2016-013408 on 3 F
ebruary 2017. Dow
nloaded from
For peer review only
26. Lagarde M, Haines A and Palmer N .Conditional cash transfers for improving
uptake of health interventions in low- and middle-income countries: a
systematic review. JAMA 2007; 298, 16.
27. Taguchi N, Kawabata M, Maekawa M, et al. Influence of socio-economic
background and antenatal care programmes on maternal mortality in
Surabaya, Indonesia. Trop Med Int Health 2003; 8: 847–52.
28. Ronsmans C, Scott S, Qomariyah SN, et al. Professional assistance during
birth and maternal mortality in two Indonesian districts. Bull World Health
Organ 2009; 87(6):416-23.
29. Thind A and Banerjee K. Home deliveries in Indonesia: who provides
assistance?. J Commun Health 2004 29(4):285-303.
30. Titaley CR, Dibley MJ and Roberts CL. Factors associated with non-
utilisation of postnatal care services in Indonesia. J Epidemiol community
health 2009; 63(10): 827-831.
31. Darmstadt GL, Lee AC, Cousens S, et al. 60million non-facility births: Who
can deliver in community settings to reduce intrapartum-related deaths?. Int J
Gynaecol Obstet 2009; 107:S89-112.
32. Titaley CR, Dibley MJ, Roberts CL, et al. Type of delivery attendant, place of
delivery and risk of early neonatal mortality: analyses of the 1994–2007
Indonesia Demographic and Health Surveys. Health Policy Plan 2012; 27(5):
405-416.
33. Harimurti P, Pambudi E, Pigazzini A et al. NICO studies series 8: the nuts &
bolds of Jamkesmas, Indonesia’s Government-Financed Health Coverage
Program for the Poor and Near-Poor. The World Bank, Washington DC:
World Bank, 2013.
http://www.indonesia-investments.com/upload/documenten/world-bank-
jamkesmas-indonesia-investments.pdf (accessed on 12 June 2016).
34. World Health Organisation. Health statistics and information systems.
Geneva: WHO, 2012. http://www.who.int/gho/publications/world health
statistics/2012/en/ (accessed 2016 June 10).
35. World Health Organisation. Levels & trends in child mortality: estimates
developed by the UN inter-agency group for child mortality estimation.
Geneva: WHO, 2012. http:// www.childinfo.org/files/Child Mortality Report
2012.pdf (accessed 10 June 2016).
Page 19 of 29
For peer review only - http://bmjopen.bmj.com/site/about/guidelines.xhtml
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123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960
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rotected by copyright.http://bm
jopen.bmj.com
/B
MJ O
pen: first published as 10.1136/bmjopen-2016-013408 on 3 F
ebruary 2017. Dow
nloaded from
For peer review only
36. Paxton A,Wardlaw T. Are we making progress in maternal mortality?. N Engl
J Med 2011; 364:1990–1993 DOI 10.1056/NEJMp1012860.
37. Liu L, Oza S, Hogan D, et al. Global, regional, and national causes of child
mortality in 2000–13, with projections to inform post-2015 priorities: an
updated systematic analysis. Lancet 2015; 385(9966): 430-40.
38. World Health Organisation. Health in 2015: from MDGs, Millennium
Development Goals to SDGs, Sustainable Development Goals. Geneva: WHO,
2015.
http://apps.who.int/iris/bitstream/10665/200009/1/9789241565110_eng.pdf?ua
=1 (accessed 10 June 2016).
Page 20 of 29
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Table 1: Socio-economic and demographic characteristics of ANC services according to regions in Indonesia, IDHS-2012.
Sumatra
region Java Region
Lesser Sunda
Islands Region
Kalimantan
Region
Sulawesi
Region
Maluku islands
Region
Western New
Guinea region
Variable ANC(6833) ANC (4819) ANC (2093) ANC(2440) ANC (4483) ANC (1573) ANC(1568)
Age(Years)
15-19 89(75.4) 92(90.2) 35(85.4) 77(82.8) 108(76.6) 20(66.7) 19(51.4)
20-24 550(71.8) 496(85.2) 187(70.6) 252(72.6) 362(59.9) 111(54.4) 90(36.3)
25-29 859(49.5) 659(58.1) 254(49.7) 271(47.6) 386(43.7) 113(36.8) 121(32.2)
30+ 1246(29.6) 1043(34.8) 371(29.1) 399(27.9) 669(23.4) 223(21.6) 143(15.8)
P-value 0.001 0.001 0.001 0.001 0.001 0.001 0.001
Place of Residence
Urban 1189(44) 1529(48) 354(48.6) 434(44.3) 605(39.3) 179(33.9) 163(34.2)
Rural 1555(37.7) 791(46.5) 493(36.1) 565(38.7) 920(31.3) 288(27.6) 210(19.2)
P-value 0.001 0.32 0.001 0.005 0.001 0.009 0.001
Mother’s Education
No education 27(16.4) 13(21) 30(32.6) 13(13.1) 29(12.3) 5(12.5) 41(10.3)
Primary 691(31.3) 615(36.3) 271(32) 322(34.1) 466(25.6) 115(22.4) 85(18.1)
Secondary 1612(43.9) 1330(54.1) 433(46) 544(46.2) 790(40.3) 269(31.5) 181(31.7)
Higher 414(52.5) 332(55.2) 113(53.6) 120(54.8) 240(51.6) 78(47) 66(50.8)
P-value 0.001 0.001 0.001 0.001 0.001 0.001 0.001
Father’s Education
No education 16(14.2) 15(27.3) 19(38.8) 14(18.7) 32(17.4) 6(16.7) 17(8.1)
Primary 753(3.3) 606(38.5) 280(35.3) 296(32.8) 514(28.1) 96(21.6) 70(17.4)
Secondary 1669(44.2) 1327(52.1) 422(43.1) 550(45.7) 765(38.3) 284(31.6) 217(28.8)
Higher 303(46.5) 341(53.8) 124(45.8) 139(53.9) 211(45.3) 78(41.5) 65(36.3)
P-value 0.001 0.001 0.002 0.001 0.001 0.001 0.001
Mother’s occupation
Not working 1342(43.8) 1210(46.8) 319(42) 526(44.3) 811(34.8) 263(31.9) 201(30.1)
Skilled 814(42.3) 683(49) 241(45.8) 277(43.9) 453(39.6) 130(33.6) 106(36.3)
Agriculture 317(31.0) 82(38) 142(33.3) 119(28.6) 140(22.7) 45(18.3) 48(11.4)
Unskilled/others 268(32.8) 313(50.4) 145(38) 75(36.9) 115(30.5) 29(25) 16(8.7)
P-value 0.001 0.008 0.001 0.001 0.001 0.001 0.001
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Continued….
Sumatra region Java Region Lesser Sunda
Islands Region
Kalimantan
Region
Sulawesi
Region
Maluku islands
Region
Western New
Guinea region
Variable ANC(6833) ANC(4819) ANC(2093) ANC(2440) ANC(4483) ANC(1573) ANC(1568)
Father’s occupation
Not working 34(42) 29(42) 17(54.8) 7(28) 29(38.2) 21(38.9) 22(24.7)
Skilled work 844(45.8) 1042(49.4) 266(45.1) 354(46.6) 491(40.1) 155(35.4) 147(31.5)
Agriculture 764(34.9) 218(41.1) 228(32.4) 235(32.2) 443(27) 138(22.2) 97(14.8)
Unskilled/ others 1049(40.3) 999(47.4) 336(43.8) 403(43.6) 554(36.3) 152(33.2) 106(29.9)
P-value 0.001 0.006 0.001 0.001 0.001 0.001 0.001
Wealth Quintile
Poorest 587(31.4) 186(35.8) 38(33.6) 328(35.3) 597(27.1) 191(24.2) 152(16.2)
Poorer 639(41.3) 352(45.7) 187(42.9) 268(41.7) 328(38.7) 103(29.9) 65(32.7)
Middle 604(45.5) 447(47.2) 131(46.0) 176(45.8) 253(38.2) 86(38.6) 68(38)
Richer 537(44.9) 611(50.3) 113(49.1) 121(47.5) 214(45.7) 61(40.9) 50(43.1)
Richest 377(43.6) 694(50.8) 108(48) 106(46.5) 133(44.5) 26(38.8) 28(37.8)
P-value 0.001 0.001 0.001 0.001 0.001 0.001 0.001
Frequency listening radio/reading newspaper/magazine
Not at all 222(30.2) 140(34.7) 242(34.5) 76(33) 165(22.3) 115(23.3) 124(15.2)
Less than once a week 48(28.7) 58(52.3) 30(40) 16(47.1) 42(32.3) 8(44.4) 9(45)
At least once a week 2474(41.7) 2092(48.6) 575(43.7) 907(41.7) 1318(36.5) 344(32.4) 493(32.7)
P-value 0.001 0.001 0.001 0.03 0.001 0.001 0.001
Birth order
1st 982(33.1) 964(40.6) 318(35.4) 407(36.9) 507(29.5) 145(26) 118(21.7)
2nd 863(44.8) 781(56.3) 236(41.8) 293(44.2) 438(37.5) 108(27.7) 90(23.5)
3rd 495(49) 337(56.7) 15(47.8) 159(46.2) 266(38.4) 95(36.3) 70(27.9)
4th 233(49.3) 107(46.3) 71(46.1) 75(44.6) 156(39.2) 47(31.3) 39(24.9)
5Th & above 171(37.3) 101(43.2) 72(44.4) 65(40.1) 158(31.9) 72(33.8) 56(23.9)
P value 0.001 0.001 0.001 0.004 0.02 0.46
Child status
Dead 38(10.2) 50(21.9) 25(16.2) 22(14.8) 36(10.1) 12(9.4) 206(11.7)
Alive 2706(41.9) 224(48.8) 822(42.4) 977(42.6) 1489(36.1) 455(31.5) 353(25.3)
P-value 0.001 0.001 0.001 0.001 0.001 0.001 0.001
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Table 2: Univariate analyses of socio-economic and demographic factors influencing use of ANC services according to regions in Indonesia,
IDHS-2012
Sumatra region Java Region Lesser Sunda
Islands Region
Kalimantan
Region
Sulawesi
Region
Maluku islands
Region
Western New
Guinea region
Variable OR & 95%CI OR & 95%CI OR & 95%CI OR & 95%CI OR & 95%CI OR & 95%CI OR & 95%CI
Age (Years)
15-19 1 1 1 1 1 1 1
20-24 0.83(0.53-1.3) 0.63(0.32-1.3) 0.41(0.17-1.02) 0.55(0.31-0.99) 0.46(0.30-0.70) 0.60(0.27-1.34) 0.54(0.27-1.08)
25-29 0.32(0.21-0.50) 0.15(0.08-0.3) 0.17(0.07-0.41) 0.19(0.11-0.33) 0.24(0.16-0.36) 0.30(0.13-.64) 0.45(0.23-0.89)
30+ 0.14(0.09-0.21) 0.06(0.03-0.11) 0.07(0.03-0.17) 0.08(0.05-0.14) 0.09(0.86-0.14) 0.14(0.06-0.30) 0.18(0.09-0.35)
Place of Residence
Urban 1 1 1 1 1 1 1
Rural 0.77(0.7-0.8) 0.94(0.84-1.06) 0.60(0.5-0.7) 0.8(0.67-0.93) 0.7(0.62-0.8) 0.74(0.6-0.93) 0.46(0.36-0.59)
Mother Education
No education 1 1 1 1 1 1 1
Primary 2.3(1.5-3.5) 2.0(1.2-3.9) 0.97(0.6-1.5) 3.4(1.9-6.2) 2.5(1.6-3.7) 2.0(0.8-5.3) 1.9(1.3-2.9)
Secondary 4.0(2.6-6.1) 4.4(2.4-8.2) 1.8(1.1-2.8) 5.7(3.1-10.3) 4.8(3.2-7.2)) 3.2(1.2-8.3) 4.0(2.8-5.8)
Higher 5.6(3.7-8.7) 4.7(2.5-8.8) 2.4(1.4-3.9) 8.0(4.2-15.2) 7.6(5.0-11.7) 6.2(2.3-16.6) 8.9(5.6-14.4)
Father Education
No education 1 1 1 1 1 1 1
Primary 3.0(1.7-5.1) 1.7(0.9-3.0) 0.9(0.5-1.62) 2.1(1.2-3.9) 1.9(1.2-2.8) 1.4(0.6-3.4) 2.4(1.4-4.2)
Secondary 4.8(2.8-8.2) 2.9(1.6-5.3) 1.2(0.7-2.2) 3.7(2.0-6.6) 2.9(2.0-4.4) 2.3(1.0-5.6) 4.6(2.7-7.7)
Higher 5.3(3.8-9.2) 3.1(1.7-5.7) 1.3(0.7-2.5) 5.1(2.7-9.6) 3.9(2.6-6.0) 3.5(1.4-8.9) 6.4(3.6-11.5)
Mother occupation
Not working 1 1 1 1 1 1 1
Skilled 0.9(0.8-1.1) 1.1(0.9-1.2) 1.2(0.9-1.5) 1.0(0.8-1.2) 1.2(1.1-1.4) 1.1(0.8-1.4) 1.3(1.0-1.8)
Agriculture 0.6(0.5-0.7) 0.7(0.5-0.9) 0.7(0.5-0.8) 0.5(0.4-0.6) 0.5(0.4-0.7) 0.5(0.3-0.7) 0.3(0.2-0.4)
Unskilled/ others 0.6(0.53-0.7) 1.2(0.9-1.4) 0.8(0.7-1.1) 0.7(0.5-1.0) 0.8(0.6-1.04) 0.7(0.45-1.1) 0.2(0.1-0.4)
Page 23 of 29
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Continued….
Sumatra
Region
Java Region Lesser Sunda
Islands Region
Kalimantan
Region
Sulawesi
Region
Maluku islands
Region
Western New
Guinea region
Variable OR & 95%CI OR & 95%CI OR & 95%CI OR & 95%CI OR & 95%CI OR & 95%CI OR & 95%CI
Father occupation
Not working 1 1 1 1 1 1 1
Skilled work 1.2(0.7-1.8) 1.3(0.8-2.2) 0.7(0.3-1.4) 2.2(0.9-5.4) 1.1(0.7-1.7) 0.9(0.5-1.5) 1.4(0.8-2.4)
Agriculture 0.7(0.5-1.2) 1.0(0.6-1.6) 0.4(0.2-0.8) 1.2(0.5-3.0) 0.6(0.4-1.0) 0.4(0.3-08) 0.5(0.3-0.9)
Unskilled others 0.9(0.6-1.5) 1.3(0.8-2.0) 0.6(0.3-1.3) 1.9(0.8-4.8) 0.9(0.6-1.5) 0.8(0.4-1.4) 1.3(0.8-2.2)
Wealth Quintile
Poorest 1 1 1 1 1 1 1
Poorer 1.5(1.3-1.8) 1.5(1.2-1.9) 1.5(1.2-1.9) 1.3(1.1-1.6) 1.7(1.4-2.0) 1.5(1.0-1.8) 2.5(1.8-3.5)
Middle 1.8(1.5-2.0) 1.6(1.3-2.0) 1.7(1.3-2.2) 1.6(1.2-2.0) 1.6(1.3-2.0) 2.0(1.4-2.7) 3.2(2.2-4.5)
Richer 1.8(1.5-2.1) 1.8(1.5-2.2) 1.9(1.4-2.6) 1.7((1.3-2.2) 2.3(1.9-2.8) 2.2(1.5-3.1) 3.9(2.6-5.9)
Richest 1.7(1.4-2.0) 1.9(1.5-2.3) 1.8(1.4-2.5) 1.6(1.2-2.0) 2.2(1.7-2.8) 2.0(1.2-3.3) 3.0(1.9-5.2)
Frequency listening radio/reading newspaper/magazine
Not at all 1 1 1 1 1 1 1
Less than once a week 0.9(0.6-1.4) 2.0(1.3-3.2) 1.3(0.8-2.1) 1.8(0.9-3.7) 1.7(1.1-2.5) 2.6(1.0-6.8) 4.6(1.9-11.2)
At least once a week 1.7(1.4-2.0) 1.8(1.4-2.2) 1.5(1.2-1.8) 1.4(1.1-1.9) 2.0(1.7-2.4) 1.6(1.2-2.0) 2.7(2.0-3.5)
Birth order
1st 1 1 1 1 1 1 1
2nd 1.6(1.5-1.8) 1.9(1.6-2.0) 1.3(1.0-1.6) 1.4(1.1-1.6) 1.4(1.2-1.7) 1.0(0.8-1.5) 1.1(0.8-1.5)
3rd 1.9(1.7-2.2) 1.9(1.6-2.3) 1.7(1.3-2.2) 1.5(1.2-1.9) 1.5(1.2-1.8) 1.6(1.2-2.2) 1.4(1.0-2.0)
4th 2.0(1.6-2.4) 1.3(1.0-1.7) 1.6(1.1-2.2) 1.4(1.0-1.9) 1.6(1.2-1.9) 1.3(0.9-1.9) 1.2(0.8-1.8)
5Th & above 1.2(1.0-1.5) 1.1(0.8-1.5) 1.5(1.0-2.0) 1.1(0.8-1.6) 1.1(0.9-1.4) 1.5(1.0-2.0) 1.1(0.8-1.6)
Child status
Dead 1 1 1 1 1 1 1
Alive 6.3(4.4-8.8) 3.4(2.5-4.7) 3.8(2.5-5.9) 43(2.7-6.8) 5(3.5-7.1) 4.4(2.4-8.1) 2.6(1.6-4.1)
Page 24 of 29
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Table 3: Socio-economic and demographic characteristics of safe delivery services according to regions in Indonesia, IDHS2012.
Sumatra
Region
Java Region Lesser Sunda
Islands Region
Kalimantan
Region
Sulawesi
Region
Maluku islands
Region
Western New
Guinea Region
Variable Safe delivery
(6833)
Safe delivery
(4819)
Safe delivery
(2093)
Safe delivery
(2440)
Safe delivery
(4483)
Safe delivery
(1573)
Safe delivery
(1568)
Age (Years)
15-19 90(76.2) 81(79.4) 34(82.9) 70(75.3) 89(63.1) 10(33.3) 18(48.6)
20-24 607(79.2) 474(81.6) 190(71.7) 238(68.6) 347(57.5) 101(49.5) 99(39.9)
25-29 1056(60.8) 740(65.2) 284(55.6) 288(50.6) 402(45.5) 111(36.2) 142(37.8)
30+ 1534(36.4) 1167(38.9) 382(29.9) 435(30.4) 720(25.2) 184(17.8) 178(19.6)
P value 0.001 0.001 0.001 0.001 0.001 0.001 0.001
Place of Residence
Urban 1502(55.6) 1751(55) 418(57.4) 509(52) 707(45.9) 193(36.6) 216(45.3)
Rural 1785(43.2) 711(43.5) 472(34.6) 522(35.7) 851(28.9) 213(20.4) 221(20.3)
P value 0.001 0.001 0.001 0.001 0.001 0.001 0.001
Mother’s Education
No education 30(18.2) 9(14.5) 24(26.1) 13(13.1) 19(8.1) 4(10) 31(7.8)
Primary 753(34.1) 569(33.5) 239(28.2) 293(31) 378(20.7) 61(11.9) 92(19.6)
Secondary 1972(53.8) 1469(59.7) 475(50.4) 578(49.1) 857(43.7) 256(30) 228(39.9)
Higher 532(67.4) 415(69.1) 152(72) 147(67.1) 304(65.4) 85(51.2) 86(66.2)
P value 0.001 0.001 0.001 0.001 0.001 0.001 0.001
Father’s Education
No education 33(29.2) 16(29.1) 13(26.5) 13(17.3) 26(14.1) 3(8.3) 9(4.3)
Primary 817(35.87) 556(35.3) 253(31.9) 265(29.3) 454(24.8) 48(10.8) 66(16.4)
Secondary 2027(53.7) 1470(57.7) 463(47.3) 592(49.2) 814(40.7) 264(29.4) 272(36.1)
Higher 408(62.7) 418(65.9) 160(59) 161(62.4) 260(55.8) 88(46.8) 84(46.9)
P value 0.001 0.001 0.001 0.001 0.001 0.001 0.001
Mother’s occupation
Not working 1622(53) 1271(49.2) 353(46.5) 543(45.7) 849(36.5) 227(27.5) 241(36.1)
Skilled 998(51.8) 800(57.4) 283(53.8) 315(49.7) 508(44.4) 138(35.7) 138(47.3)
Agriculture 343(33.5) 66(30.6) 111(26.1) 107(25.7) 81(13.1) 26(10.6) 37(8.8)
Unskilled/others 321(39.2) 322(51.9) 143(37.4) 64(25.7) 112(29.7) 15(12.6) 18(9.8)
P-value 0.001 0.001 0.001 0.001 0.001 0.001 0.001
Page 25 of 29
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Continued……
Sumatra
region
Java Region Lesser Sunda
Islands Region
Kalimanta
Region
Sulawesi
Region
Maluku islands
Region
Western New
Guinea Region
Father’s occupation
Not working 41(50.6) 31(44.9) 17(54.8) 10(40) 31(40.8) 23(42.6) 21(23.6)
Skilled work 1148(58.8) 1199(56.8) 321(54.4) 411(54.2) 572(46.7) 165(37.7) 199(42.6)
Agriculture 859(39.2) 211(39.8) 200(28.4) 200(27.4) 352(21.4) 84(13.5) 67(10.2)
Unskilled/others 1236(47.4) 1018(48.3) 352(45.8) 410(44.4) 593(38.9) 134(29.3) 147(41.5)
P-value 0.001 0.001 0.001 0.001 0.001 0.001 0.001
Wealth Quintile
Poorest 662(35.4) 160(30.8) 265(28.9) 287(30.9) 499(22.6) 112(14.2) 162(16.2)
Poorer 757(48.9) 348(45.2) 196(45) 270(42) 339(40) 91(26.4) 79(39.7)
Middle 724(53.4) 480(50.7) 155(54.4) 204(53.1) 301(45.5) 95(42.6) 89(49.7)
Richer 655(54.8) 663(54.6) 138(60) 140(54.9) 262(56) 75(50.3) 71(61.2)
Richest 489(56.5) 811(59.3) 136(60.4) 130(57) 157(52.5) 33(49.3) 36(48.6)
P-value 0.001 0.001 0.001 0.001 0.001 0.001 0.001
Frequency listening radio/reading newspaper/magazine
Not at all 259(35.2) 137(33.9) 208(29.7) 65(28.3) 131(17.7) 90(18.2) 120(14.7)
Less than once a week 61(36.5) 63(56.8) 32(42.7) 17(50) 37(28.5) 10(55.6) 10(50)
At least once a week 2967(50) 2262(52.6) 650(49.4) 949(43.6) 1390(38.5) 306(28.8) 307(41.9)
P-value 0.001 0.001 0.001 0.001 0.001 0.001 0.001
Birth order
1st 1295(43.6) 1084(45.7) 387(43.1) 439(39.8) 598(34.6) 159(28.5) 153(28.2)
2nd 955(49.6) 820(59.1) 244(43.2) 292(44) 425(36.4) 99(25.4) 108(28.2)
3rd 565(55.9) 350(58.9) 142(45.2) 157(45.6) 250(36.1) 69(26.3) 74(29.5)
4th 263(55.6) 106(45.9) 63(40.9) 77(45.8) 147(36.9) 36(24) 48(30.6)
5Th & above 210(45.9) 102(43.6) 54(33.3) 66(40.7) 138(27.8) 43(20.2) 54(23.1)
P-value 0.001 0.001 0.14 0.18 0.01 0.20 0.46
Child status
Dead 86(23.2) 80(35.1) 32(20.8) 31(20.8) 51(14.3) 12(9.4) 24(14)
Alive 3201(49.5) 2382(51.9) 858(44.2) 1000(43.6) 1567(36.5) 394(27.3) 413(29.6)
P-value 0.001 0.001 0.001 0.001 0.001 0.001 0.001
Page 26 of 29
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Table 4: Univariate analyses of socio-economic and demographic factors influencing utilization of safe delivery services according to regions
in Indonesia, IDHS-2012.
Sumatra region Java Region Lesser Sunda
Islands Region
Kalimantan
Region
Sulawesi
Region
Maluku islands
Region
Western New
Guinea region
Variable OR & 95%C.I. OR & 95%C.I. OR & 95%C.I. OR & 95%C.I. OR & 95%C.I. OR & 95%C.I. OR & 95%C.I.
Age (Years)
15-19 1 1 1 1 1 1 1
20-24 1.2(0.8-1.9) 1.1(0.7-1.9) 0.5(0.2-1.2) 0.7(0.4-1.2) 0.8(0.5-1.2) 2.0(0.9-4.4) 0.7(0.4-1.4)
25-29 0.5(0.3-0.7) 0.5(0.3-0.8) 0.3(0.1-0.6) 0.3(0.2-0.6) 0.5(0.3-0.7) 1.1(0.5-2.5) 0.6(0.3-1.3)
30+ 0.2(0.1-0.3) 0.2(0.1-0.3) 0.1(0.04-0.2) 0.1(0.09-0.2) 0.2(0.1-0.3) 0.4(0.2-0.9) 0.3(0.1-0.5)
Place of Residence
Urban 1 1 1 1 1 1 1
Rural 0.6(0.5-0.7) 0.6(0.56-0.71) 0.4(0.3-0.5) 0.5(0.4-0.6) 0.5(0.4-0.5) 0.4(0.3-0.6) 0.3(0.2-0.47)
Women Education
No education 1 1 1 1 1 1 1
Primary 2.3(1.6-3.5) 3.0(1.5-6.0) 1.1(0.7-1.8) 3.0(1.6-5.4) 3.0(1.8-4.8) 1.2(0.4-3.5) 2.9(1.9-4.4)
Secondary 5.2(3.5-7.8) 8.7(4.0-17.7) 2.9(1.8-4.7) 6.4(3.5-11.6) 8.9(5.5-14.3) 3.9(1.4-11.0) 7.8(5.2-11.7)
Higher 9.3(6.1-14.2) 13.0(6.0-27.0) 7.3(4.0-12.7) 13.5(7.0-25.8) 21.6(13-35.8) 9.4(3.2-27.7) 23.0(13.7-38.7)
Husband Education
No education 1 1 1 1 1 1 1
Primary 1.4(0.9-2.0) 1.3(0.7-2.4) 1.3(0.7-2.5) 2.0(1.1-3.7) 2.0(1.3-3.0) 1.3(0.4-4.5) 4.4(2.0-8.9)
Secondary 2.8(1.9-4.2) 3.3(1.8-5.9) 2.5(1.3-4.8) 4.6(2.5-8.5) 4.0(2.7-6.4) 4.6(1.4-15) 12.5(6.0-24.9)
Higher 4.0(2.6-6.3) 4.7(2.6-8.6) 4.0(2.0-7.9) 8.0(4.1-15.1) 7.7(4.9-12.0) 9.7(3.0-32) 20.0(9.0-40.8)
Mother occupation
Not working 1 1 1 1 1 1 1
Skilled 1.0(0.9-1.1) 1.4(0.3-0.6) 1.3(1.1-1.7) 1.2(1.0-1.4) 1.4(1.2-1.6) 1.5(1.1-1.9) 1.6(1.2-2.0)
Agriculture 0.95(0.40-0.5) 0.5(0.3-0.6) 0.4(0.3-0.5) 0.4(0.3-0.5) 0.3(0.2-0.3) 0.3(0.2-0.5) 0.2(0.1-0.2)
Unskilled/
others
0.60(0.5-0.7) 1.1(0.9-1.3) 0.7(0.5-0.9) 0.5(0.4-0.8) 0.7(0.6-0.9) 0.4(0.2-0.7) 0.2(0.1-0.3)
Page 27 of 29
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Continued….
Sumatra
region
Java Region Lesser Sunda
Islands Region
Kalimantan
Region
Sulawesi
Region
Maluku
islands Region
Western New
Guinea region
Variable OR & 95%CI OR & 95%CI OR & 95%C.I. OR & 95%CI OR & 95%C.I. OR & 95%C.I. OR & 95%C.I.
Husband occupation
Not working 1 1 1 1 1 1 1
Skilled work 1.4(0.9-2.2) 1.6(1.0-2.6) 1.0(0.5-2.3) 1.2(1.0-1.4) 1.4(1.2-1.6) 0.8(0.5-1.4) 2.4(1.4-4.0)
Agriculture 0.6(0.4-0.9) 0.8(0.5-1.3) 0.3(0.2-0.7) 0.4(0.3-0.5) 0.3(0.2-0.3) 0.2(0.1-0.4) 0.4(0.2-0.6)
Unskilled others 0.9(0.6-1.4) 1.1(0.7-1.9) 0.7(0.3-1.4) 0.5(0.4-0.8) 0.7(0.6-0.9) 0.6(0.3-1.0) 2.3(1.3-4.0)
Wealth Quintile
Poorest 1 1 1 1 1 1 1
Poorer 1.7(1.5-2.0) 1.9(1.5-2.3) 2.0(1.6-2.5) 1.6(1.3-2.0) 2.3(1.9-2.7) 2.2(1.6-3.0) 3.4(2.4-4.7)
Middle 2.1(1.8-2.4) 2.3(1.8-2.9) 2.9(2.2-3.9) 2.5(2.0-3.0) 2.9(2.4-3.4) 4.5(3.0-6.3) 5.1(3.6-7.2)
Richer 2.2(1.9-2.6) 2.7(2.2-3.4) 3.7(2.7-5.0) 2.7(2.0-3.6) 4.4(3.5-5.4) 6.1(4.2-8.9) 8.2(5.4-12.2)
Richest 2.4(2.0-2.8) 3.3(2.6-4.0) 3.8(2.8-5.1) 3.0(2.2-4.0) 3.8(3.0-4.8) 5.9(3.5-10.0) 4.9(3.0-7.9)
Frequency listening radio/reading newspaper/magazine
Not at all 1 1 1 1 1 1 1
Less than once a
week
1.0(0.7-1.5) 2.6(1.7-3.9) 1.8(1.1-2.9) 2.5(1.2-5.3) 1.9(1.2-2.8) 5.6(2.2-14.6) 5.8(2.4-14.2)
At least once a week 1.8(1.6-2.2) 2.2(1.7-2.7) 2.3(1.9-2.8) 2.0(1.5-2.6) 2.9(2.4-3.6) 1.8(1.4-2.4) 4.2(3.3-5.3)
Birth order
1st 1 1 1 1 1 1 1
2nd 1.3(1.1-1.4) 1.7(1.5-2.0) 1.0(0.8-1.2) 1.2(0.9-1.4) 1.1(0.9-1.3) 0.8(0.6-1.1) 1.0(0.7-1.3)
3rd 1.6(1.4-1.9) 1.7(1.4-2.1) 1.1(0.8-1.4) 1.3(0.9-1.6) 1.1(0.9-1.3) 0.9(0.7-1.2) 1.1(0.8-1.5)
4th 1.6(1.3-2.0) 1.0(0.8-1.3) 0.9(0.6-1.3) 1.3(0.9-1.8) 1.1(0.9-1.4) 0.8(0.5-1.2) 1.1(0.8-1.7)
5Th & above 1.1(0.9-1.3) 0.9(0.7-1.2) 0.7(0.5-0.9) 1.0(0.7-1.5) 0.7(0.6-0.9) 0.6(0.4-0.9) 0.8(0.5-1.1)
Child status
Dead 1 1 1 1 1 1 1
Alive 3.3(2.5-4.2) 2.0(1.5-2.6) 3.0(2.0-4.5) 3.0(2.0-4.4) 3.5(2.6-4.7) 3.6(2.0-6.6 2.6(1.6-4.6)
Page 28 of 29
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Table 5: Selected socioeconomic predictors for complete antenatal care and safe delivery in
Indonesia.
Antenatal care Safe delivery
Variable OR
95%C.I. P-value OR 95%C.I. P-value
Place of residence
Urban 1.0 1.0
Rural 1.02 0.95-1.10 0.58 0.86 0.80-0.92 0.001
Region
Sumatra 1 - - 1 - -
Java 1.50 1.32-1.59 0.001 0.99 0.90-1.08 0.80
Lesser Sunda Islands 1.22 1.08-1.37 0.001 0.96 0.86-1.09 0.54
Kalimantan 1.07 0.96-1.20 0.23 0.79 0.71-0.08 0.001
Sulawesi 0.76 0.70-0.83 0.001 0.56 0.51-0.61 0.001
Maluku Islands 0.56 0.49-0.64 0.001 0.30 0.26-0.35 0.001
Western New guinea 0.46 0.40-0.54 0.001 0.44 0.38-0.51 0.001
Wealth quintile
Poorest 1 - - 1 -
Poorer 1.45 1.32-1.60 0.001 1.64 1.50-1.80 0.001
Middle 1.57 1.42-1.74 0.001 1.89 1.70-2.10 0.001
Richer 1.75 1.56-1.96 0.001 2.02 1.81-2.26 0.001
Richest 1.52 1.33-1.73 0.001 1.72 1.51-1.96 0.001
Mother’s education
No education 1 - - 1 - -
Primary 1.85 1.51-2.27 0.001 2.06 1.65-2.56 0.001
Secondary 2.94 2.40-3.63 0.001 3.98 3.19-4.97 0.001
Higher 6.20 4.87-7.85 0.001 10.37 8.06-13.3 0.001
Mother’s education
No education 1 - 1 - -
Primary 1.50 1.18-1.90 0.001 1.16 0.91-1.47 0.24
Secondary 1.81 1.43-2.31 0.001 1.61 1.26-2.05 0.001
Higher 1.79 1.37-2.33 0.001 1.68 1.28-2.20 0.001
Frequency listening radio/reading news paper/magazine
Not all 1 1
Less than once a week 1.16 0.94-1.44 0.18 1.25 1.01-1.55 0.01
At least once a week 1.24 1.13-1.37 0.001 1.26 1.15-1.39 0.001
• Mother’s age at child birth, women occupation, husband occupation, birth order, and child
status are controlled in multivariate analysis.
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Regional differences in utilization of antenatal care and safe delivery services in Indonesia: Findings from a nationally
representative survey.
Journal: BMJ Open
Manuscript ID bmjopen-2016-013408.R1
Article Type: Research
Date Submitted by the Author: 21-Oct-2016
Complete List of Authors: Tripathi, Vrijesh; University of The West Indies - Saint Augustine Campus, Mathematics and Statistics Singh, Rajvir; Hamad Medical Corporation (HMC),, Cardiology Research
Centre, Heart Hospital
<b>Primary Subject Heading</b>:
Global health
Secondary Subject Heading: Health policy, Health services research
Keywords: Health policy < HEALTH SERVICES ADMINISTRATION & MANAGEMENT, Quality in health care < HEALTH SERVICES ADMINISTRATION & MANAGEMENT, Antenatal care, Safe delivery, IDHS-2012
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Title: Regional differences in utilization of antenatal care and safe delivery services
in Indonesia: Findings from a nationally representative survey.
Authors:
1. Vrijesh Tripathi, Ph. D
Department of Mathematics and Statistics
Faculty of Science and Technology
The University of The West Indies
St. Augustine, Trinidad and Tobago
2. Rajvir Singh, Ph. D
Cardiology Research Centre, Heart Hospital
Hamad Medical Corporation (HMC)
Doha, Qatar
Corresponding Author:
Dr. Vrijesh Tripathi
Department of Mathematics and Statistics
Faculty of Science and Technology
The University of the West Indies
St. Augustine, Trinidad and Tobago
Tel: 1(868) 662-2002 ext 83872
E-mail: [email protected]
Key words: Health inequalities, Maternal Health, Reproductive health, Health
Services.
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Abstract
Background: Indonesia has shown a nominal increase in utilizing antenatal care
(ANC) services from 93% to 96% in the Indonesia Demographic Health Survey
(IDHS)— 2012 survey. However, safe delivery services need to be seen in
conjunction with ANC services to assess and target universal maternal health
coverage in Indonesia.
Material and Methods: The study uses survey data from the Indonesia Demographic
and Health Survey 2012 that was conducted among women aged 15-49 years who
gave births during the last three years preceding the survey. Socio-economic and
demographic factors affecting utilization of ANC and safe delivery services were
analysed by segregating the data into seven regions of Indonesia.
Results: Multivariate results show that regional differences significantly affect
utilization of ANC and safe delivery services across the seven regions besides wealth
and education differentials. Univariate analyses show that Sulawesi, Maluku and
Western New Guinea islands are at a disadvantage in accessing ANC and safe
delivery services.
Conclusion: The study recommends that disaggregated regional targets be set so as to
further reduce maternal mortality rates in Indonesia.
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Strengths and limitations of this study
• No prior study has analysed determinants of ANC and safe delivery services in
Indonesia in a single study.
• There is a recall bias because of the cross-sectional design of the survey data that is
collected at a single point of time.
• The data are self-reported and there is no way to assess the truth quotient of the
information collected.
• Most of the variables (age, wealth index, education, occupation) are recorded at the
time of the survey rather than at the time of birth of the child and thus, may have
changed.
• Another limitation of the study design is that it does not include child births outside
the institution of marriage since the data were collected only of ever married women
between the ages of 15—49 years.
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Title: Regional differences in utilization of antenatal care and safe delivery services
in Indonesia: Findings from a nationally representative survey.
Introduction
Indonesia is the second most populous country in Asia and the fourth largest in the
world after People’s Republic of China, India and the United States of America. It
consists of more than 17,000 islands spread over 1.9 million square kilometers and
home to some 240 million people. There are five major islands: Sumatera, Java,
Kalimantan, Sulawesi, and Papua. Two remaining groups of islands are Maluku and
Nusa Tenggara, running from Sulawesi to Papua in the north and from Bali to Timor
in the south. The country is divided into 34 provinces that comprise some 500
districts, divided into nearly 7,000 sub-districts in which there are almost 80,000
villages1. For the purposes of this study, we have divided the country into seven
regions, Sumatra, Java, Lesser Sunda islands comprising of Bali, West and East Nusa
Tenggara, Kalimantan, Sulawesi, Maluku islands and Western New Guinea islands.
The United Nations defined millennium development goals (MDGs) 4 and 5 were
aimed at reducing under five-child mortality (U5M) by two thirds and to improve
maternal mortality ratios by three quarters between 1990 and 20152. Indonesia has
recorded a huge reduction in U5M down from 85 to 27 deaths per 1000 live births in
2015 3. Thus, the MDG4 target of reducing U5M to 24 per 1000 live births has not
been achieved in Indonesia. The international community has now defined sustainable
development goals (SDGs) that look forward to achieving a target of reducing U5M
to as low as 25 per 1000 live births4. According to IDHS 2012 report, while the
number of mothers receiving ante-natal care (ANC) has increased from 93% in 2007
to 96% in 2012, more than half of all deliveries still take place at home in the absence
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of specialized services to deal with potential complications5. The ministry of health
reported a wide discrepancy in ANC utilization across provinces with Jakarta
recording 96% to Papua province with only 38% of mothers utilizing ANC services6-
7. Thus, it is clear that ANC coverage and safe delivery services need to be evaluated
and extended across the country.
Methods
The study uses raw data from nationally representative samples of ever-married
mothers aged 15-49 years in Indonesia Demographic and Health Survey (IDHS-2012)
conducted during May 7th
to July 31st, 2012. Among 45,607 mothers interviewed in
the survey with 96% response rate, a total of 23,809 mothers had births in the three
years preceding the survey. There were 1558 (6.5%) deaths out of 23,809 births1.
Ethics Statement
The Indonesia Demographic and Health Survey was conducted in accordance to
internationally agreed ethical principles for the conduct of medical research. Since
this study is based on the IDHS data, which are available in the public domain with no
identifiable information on the survey participants, this work is exempted from ethical
review1.
Outcome Events
For the purposes of analysing ANC services, the study population consists of those
mothers who had at least three ANC visits or at least two tetanus toxoid injections
during pregnancy or one tetanus toxoid injection in pregnancy and at least one tetanus
toxoid injection in the preceding three years and received iron and folic acid tablets
for 90 or more days8-10
. Safe delivery is described as delivery attended by a general
practitioner or obstetrician or nurse or trained midwife who have been educated and
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trained to manage normal pregnancies while those attended by faith healers or elders
or relatives or traditional birth attendants or others are not included in safe delivery.11
Covariates
Data were segregated according to the seven regions in Indonesia. There is merit in
segregating data for it allows us to focus on aspects of ANC and Safe Delivery
services that may remain hidden in national level indicators12-13
. Selected socio-
economic and demographic factors examined include age, place of residence,
education of self and father, occupation of self and father, wealth quintile, frequency
of listening to radio/ reading newspaper and magazines, birth order and child status at
birth. Though age is a continuous variable, it is tabulated into age groups 15-19 years,
20-24 years, 25-29 years and above 30 years. Place of residence is categorised as rural
or urban. Education is classified as no formal education, up to primary level, up to
secondary level and higher. Occupation is arranged into categories as not working
outside home for money, unskilled or skilled work, or agriculture. A composite
wealth index was computed using principal component analysis of household items
related to possession of durable assets, access to utilities and infrastructure, and
housing characteristics to assess the economic status of the mothers. Each woman was
ranked based on a household asset score and was assigned to wealth quintiles,
labelled as poorest, poorer, middle, richer and richest, each comprising of 20% of the
population. A detailed description on the methodology adopted to construct the
wealth index in IDHS dataset is given in the IDHS 2012 report1. Public messaging is
an important source of getting information for the woman and therefore, Frequency of
listening to the radio/ reading newspaper and magazines is included to gauge the
woman’s level of perception regarding family health initiatives.
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Statistical Analyses
Data were downloaded from DHS site with due permission for analyses. Frequencies
with percentages are calculated for predictors and outcome variables. Relationships of
mothers’ social and demographic variables and healthcare outcomes data are stratified
according to seven regions with the dependent variables as ANC and safe delivery
services. Chi-square tests are done to see associations and univariate logistic
regression analysis are performed to know about odds ratios and 95% confidence
interval (C.I.) for all predictors. Multivariate logistic regression analyses are
performed and adjusted Odds Ratios with 95% C.I. and p-values are presented in the
tables 14-16
. Statistical significance was set at P<0.05 17
. SPSS 21.0 statistical package
is used for the analyses (IBM SPSS 2012)18
.
Results
Population Characteristics of the study population for ANC services
The study population of 23809 births consisted of 6833 births in the Sumatra region,
4819 births in the Java region, 2093 births in the Lesser Sunda Islands region, 2440
births in the Kalimantan, 4483 births in the Sulawesi, 1573 births in the Maluku
Islands, and 1568 births in the Western New Guinea islands (Figure 1). Table 1
presents characteristics of mothers utilizing ANC services across the seven regions
including 2744 births in the Sumatra region, 2320 births in the Java region, 847 in the
Lesser Sunda Islands, 999 in the Kalimantan, 1525 in Sulawesi, 467 in Maluku
Islands, and 559 births in the Western New Guinea islands. The table shows the
number of mothers in a particular category utilizing ANC services with the
accompanying percentage of the total number of mothers in that category. As the age
of the mother increases, utilization of ANC decreases across the seven regions
(p=0.001) especially for mothers above the age of 25 years. More births took place in
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rural areas than urban areas in all regions except Java where more births took place in
the urban areas. Most mothers and fathers were educated up to the secondary level.
The proportion of mothers utilizing ANC services increases as the level of education
of mothers and fathers increase (p=0.001). Most mothers were not working outside
home across the seven regions while most fathers were either in unskilled/ other
occupations (Sumatra, Lower Sunda islands, Kalimantan, Sulawesi) or did skilled
work (Java, Maluku and Western New Guinea islands). Except Java where most
mothers belonged to the richest wealth quartile, most mothers belonged to either
poorer (Sumatra, Lower Sunda islands) or poorest (Kalimantan, Sulawesi, Maluku
and Western New Guinea) wealth quartiles. Frequency of listening to radio/reading
newspapers/magazines was “at least once a week” in all regions except Sulawesi
which reported “not at all” as the most frequent response. There were 10168 births of
first order, 6483 of second order, 3468 of third order, 1731 of fourth order and 1959
of fifth and above order births. Most mothers received ANC for their first birth order
and most children were born alive.
Univariate Analyses for ANC services
Table 2 shows the results of univariate analyses with odds ratios and 95% C.I. of
socio-economic and demographic characteristics of mothers who received ANC
services according to the seven regions. The ANC services are utilized by only 6-18%
mothers above 30 years of age as compared with those in the 15-19 age groups across
all regions. ANC services are utilized by 94% in the Java region (OR 0.94, 95% CI
0.84-1.06) while they are utilized by less than 50% in Western New Guinea region
(OR 0.46, 95% CI 0.36-0.59) in the rural areas compared to urban areas of residence.
Except for Java island, there is a significant difference between those who utilize
ANC services in the other six regions between the urban and rural areas. Mothers with
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primary and secondary level education use ANC services by two and six times,
respectively, across the seven regions when compared to mothers with no formal
education except in Lesser Sunda Islands region where primary and no formal
education shows no difference. Mothers with higher than secondary education also
utilize ANC varyingly from two and half times (Lesser Sunda Islands OR 2.4, 95% CI
1.4-3.9) to nine times (Western New Guinea OR 8.9, 95% CI 5.6-14.4). Fathers with
primary, secondary and higher than secondary level education help mothers use these
services increasingly as compared with fathers with no formal education across the
seven regions except in Lesser Sunda Islands where educational qualifications of
father does not significantly affect mothers’ utilization of ANC services (OR 0.9, 95%
CI 0.5-1.62; OR1.2, 95% CI 0.7- 2.2 and OR 1.3, 95% CI 0.7-2.5), respectively.
Mothers engaged in agriculture are at a significant disadvantage in utilizing ANC
services compared to those not working outside home, skilled and unskilled workers
in all the seven regions. Mothers involved in unskilled work are not at a significant
disadvantage in utilizing ANC services compared to those not working outside home
except in regions like Sumatra and Western New Guinea where the difference was
significant compared to mothers not working outside home. Father’s occupation did
not show any difference in the Java region while in Kalimantan there was a difference
between skilled and unskilled workers but there was no difference between those not
working and those engaged in agriculture. In the other five regions, fathers occupied
in agriculture were at a significant disadvantage to those not working, those engaged
in skilled work and unskilled work in all regions except Kalimantan where utilization
of ANC services was more or less equal compared to other regions where there were
differences. As wealth index increases, utilization of ANC services increases
significantly by one and half to two times for poorer to richest across all regions
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excepts Western New Guinea where utilization of ANC services increases from two
and half times to four times for poorer to richest compared to the poorest wealth
quartile. Utilization of ANC services in Sumatra, Lesser Sunda Islands and
Kalimantan regions is not associated with listening to radio and/or reading
newspapers and magazines less than once a week compared to not listening or reading
newspapers at all. Those listening to radio and/or reading newspapers and magazines
at least once a week utilize ANC services by one and half to two times more than
those who do not across all regions except in Western New Guinea region, where
utilization increases significantly by four and half times (OR 4.6, 95%CI 1.9-11.2)
compared to those not listening/ reading newspapers at all. As birth order increases
from first to third birth order, mothers show greater awareness and utilize ANC
services compared at first birth order across all regions. However, ANC utilization
shows a decreasing trend with 4th
and 5th
and above birth order. Those who reported
the status of child at birth as dead did not utilize ANC services compared to those
whose child was alive at birth.
Population Characteristics of study population for Safe Delivery
The total number of safe deliveries in Indonesia in the three years prior to the survey
is 10071 or 42.3% of the total burden of deliveries in Indonesia. These comprised
3287 births in the Sumatra region, 2462 births in the Java region, 890 births in the
Lesser Sunda Islands region, 1031 births in the Kalimantan, 1558 births in the
Sulawesi, 406 births in the Maluku Islands, and 437 births in the Western New
Guinea islands. Table 3 shows the number of mothers in a particular category
utilizing safe delivery services with the accompanying percentage of the total number
of mothers in that category. Table 3 shows that most mothers who used safe delivery
services were over 30 years old. More safe deliveries occurred in rural rather than
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urban place of residence except in Java where it was the opposite. Most mothers and
fathers were educated up to the secondary level. Most mothers were not working
outside home and most fathers were engaged in skilled work in Java, Kalimantan,
Maluku and Western New Guinea islands while they were engaged in unskilled or
other work in Sumatra, Lower Sunda and Sulawesi islands. Most families were in the
richest quartile in the Java islands, in poorer wealth quartile in Sumatra islands and in
poorest wealth quartile in the rest of the five regions. Most mothers who utilized safe
delivery services listened to radio, read newspapers/ magazines at least once a week.
Most safe deliveries were of first birth order and most children were reported to be
alive.
Univariate Analyses for Safe Delivery Services
Table 4 presents the results of univariate analyses of socio-economic and
demographic characteristics of safe delivery according to seven regions in Indonesia.
Mothers who are 25 years and older have significantly less chances of safe delivery
compared with those in the 15-19 age group in the Sumatra, Java, Lesser Sunda
Islands, Kalimantan and Sulawesi while in Maluku and Western New Guinea islands,
mothers over 30 are less likely to have safe delivery. Mothers living in rural place of
residence have significantly less chances of safe delivery as compared to urban place
of residence in Sumatra, Java, Lesser Sunda Islands, Kalimantan, Sulawesi, Maluku
Islands and Western New Guinea islands, respectively. The chances of safe delivery
for mothers with primary and secondary and above level education increase by 2 to 23
times, in Sumatra, Java, Kalimantan, Sulawesi and Western New Guinea islands,
respectively when compared to mothers with no formal education. Fathers’ education
to secondary and higher level significantly increases the chances of safe delivery
compared to those fathers with no formal education. In Kalimantan, Sulawesi and
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Western New Guinea, even primary education shows significant difference in
utilization of safe delivery services compared with fathers with no formal education.
Mothers engaged in agriculture are at a disadvantage in all regions compared to
mothers not working outside home. But mothers engaged in skilled work are
significantly advantaged in utilizing safe delivery services across all regions. Mothers
who are in unskilled or other jobs are at a significant disadvantage to having safe
delivery except in Java region where there is no difference between unskilled/others
and not working mothers in the context of safe delivery (OR 1.1, 95%CI 0.9-1.3).
Fathers who are in agriculture are at a statistically significant disadvantage compared
to those not working in ensuring safe delivery in all regions except Kalimantan and
Java regions. Fathers engaged in skilled work are at an advantage in their wife having
safe delivery in all regions except Maluku Islands region (OR 0.8, 95%CI 0.5-1.4)
though it is not significant. Unskilled fathers are at par to utilize safe delivery services
compared to those not working except in Western New Guinea region where they are
two times more likely to have safe delivery (OR 2.3, 95% CI 1.3 -4.0). As wealth
index increases safe deliveries increase from two to eight times in all regions. Those
listening to radio and/or reading newspapers and magazines at least once a week are
more likely to have safe deliveries by about three times compared to those who do
not, except in Sumatra region where there is no difference whether they listen to
radio/read newspapers and magazines less than once a week or at least once a week
compared to not listening or reading newspapers at all. In Sumatra, as birth order
increases from first to fourth birth order, mothers utilize safe delivery services though
there is no difference for the fifth and above birth order compared to first birth order.
In Java, there is significant difference from first to third but there is no difference for
fourth and fifth and above birth order. In Lesser Sunda islands, Sulawesi, and Maluku
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islands, there is no significant difference between the first four birth orders but there
is a significant decline (30-40%) in ensuring safe deliveries for fifth and above birth
order. In Kalimantan and Western New Guinea islands, there is no difference between
first and more birth orders. Those who reported the status of child at birth as dead did
not avail safe delivery services across all regions compared to those who reported
child as alive at birth.
Multivariate Analyses
Findings of selected socio-economic and demographic predictors related to ANC and
safe delivery services after adjusting mother’s age at child birth, woman’s occupation,
father’s occupation, frequency of listening to radio/reading newspaper/magazines,
birth order and child status are presented in Table 5. Mothers residing in rural areas
are only slightly more likely (OR 1.02, 95%CI 0.9-1.1) to receive ANC than those
living in urban areas. However, mothers living in rural areas are 14% less likely (OR
0.86, 95%CI 0.80-0.92) to have safe delivery compared to those in urban areas.
Different regions show significant differences in utilization of ANC. ANC utilization
is significantly more in Java and Lesser Sunda Islands, compared to Sumatra and
Kalimantan region. If we compare the regional difference in safe deliveries with
reference category of Sumatra, only Java and Lesser Sunda Islands show no
difference while safe deliveries are significantly less in Kalimantan, Sulawesi,
Maluku Islands and Western New Guinea islands. An increase in wealth index
ensures better utilization of ANC and safe delivery services. Mother’s education and
father’s education have comparable and significant roles both in utilization of ANC
services and in ensuring safe delivery. No formal education is a disadvantage in
utilization of ANC and safe delivery services while higher than secondary level
education of mothers is an advantage in utilization of ANC services (OR 6.2, 95% CI
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4.87-7.85) and ensuring safe delivery (OR 10.37, 95% CI 8.06-13.3). Listening/
reading news at least once a week has impact on ANC services and safe delivery.
However, listening /or reading news less than once a week has impact on safe
delivery but not on ANC where not listening or listening less than once a week makes
no difference.
Discussion
This study examines the factors that affect the utilization of ANC and safe delivery
services in Indonesia. Since Indonesia is a large country geographically spread over
17000 islands, there are regional disparities in the utilization of ANC and safe
delivery services across its many islands. Our study proves that there are socio-
economic and demographic disparities that affect the use of ANC and safe delivery
services and these need to be addressed urgently.
Multivariate analyses show that though there are no differences in the utilization of
ANC services among the rural and urban areas. This is against the disparities
associated with mothers living in urban and rural areas in other studies 19-22
. It is also
against our own univariate findings that highlight disparities in utilization of ANC
services across the seven regions. This may be due to adjusting other important
variables for ANC services like age, education and wealth quintile in the study.
Multivariate analyses reveals that while mothers in Java and Lesser Sunda islands are
significantly better in ensuring ANC services than mothers in Sumatra. Kalimantan
and Sumatra are comparable while mothers in Sulawesi, Maluku and Western New
Guinea islands are significantly disadvantaged in utilizing ANC services. Though
regional disparities are known to exist in Indonesia, the multivariate results are closer
to the univariate results in Java. This may be because 58% of Indonesia’s population
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resides in Java 23
. It justifies the need to disaggregate the data so that regional
disparities are brought into focus.
Differences in wealth index hurt the chances of mothers utilizing ANC services 24-27
.
Our univariate analyses reveals that this is more the case in regions other than Java,
Sumatra and Kalimantan where the wealth differentials affect utilization of ANC up
to two times only. In Sulawesi, Maluku and Western New Guinea islands the wealth
differentials increase to three times.
While differences in education levels of both mothers and fathers affects ANC
utilization, mothers’ education level has proved to be a significant factor in utilization
of ANC services 7, 19, 21, 28
. Mothers educated up to primary, secondary and higher
levels utilize ANC services by almost two, three and six times more than those who
have received no education. It is also significant that listening to radio/ reading
newspapers and magazines at least once a week significantly affects the utilization of
ANC services7.
Multivariate Analyses of Safe Delivery services show that safe deliveries are
significantly less in the rural areas compared to urban areas29-31
. While Sumatra, Java
and Lesser Sunda islands are comparable in mothers’ utilization of safe delivery
services, mothers are significantly disadvantaged in Kalimantan, Sulawesi, Maluku
and Western New Guinea islands. Wealth differentials affect the use of safe delivery
services while low education levels of mothers are disadvantageous to their use of
safe delivery services. Though there is no significant difference between fathers with
no formal education and educated up to only primary level, fathers with secondary
and higher levels of education are positively associated with the use of safe delivery
services in Indonesia. Listening to radio/reading newspapers and magazines also
affects the use of safe delivery services positively.
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Thus, in low-income countries, including Indonesia, access to safe delivery services
remains a great challenge32-33
. These include the out-of-pocket (OOP) share of total
health expenditure remains high at almost 40 percent. Although household health
insurance population coverage rates have increased in the last decade or so—from 15
percent in 1995 to more than 40 percent in 2010—almost 60 percent of the population
still remains without any coverage, and OOP spending remains high even among
those with coverage34
. This needs to be expanded because regional and wealth
inequalities affect maternal mortality and U5M in Indonesia.
Conclusion
We surmise that ANC services have increased nominally from the last IDHS survey.
However, since it is still not 100%, we need to look at factors affecting poor coverage
by ANC and safe delivery services. Poor utilization of services is related to a complex
set of social and demographic factors that affect the use, accessibility, affordability
and perception about the need and utility of such services35-37
. While being poor with
no formal education of self and husband were a deterrent to accessing ANC services,
the odds of utilizing ANC and safe delivery services were significantly less in the
Sulawesi, Maluku and Western New Guinea islands. It means that the areas covered
by trained nurses/midwives are increased and special incentives are offered to train
women social workers in the Sulawesi, Maluku and Western New Guinea islands.
The study recommends that disaggregated regional targets be set so as to further
reduce maternal mortality rates in Indonesia.
Competing Interests
VT & RS declare that they have no competing interests.
Funding
The authors declare there was no funding for this research.
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Author Contributions
VT and RS conceived and designed the study, analysed the data, and equally
contributed and reviewed drafts of the paper.
Data Sharing
The DHS website provides access to data upon submission and approval for a
proposal of study: http://dhsprogram.com/data/new-user-registration.cfm.
References
1. Statistics Indonesia (Badan Pusat Statistik—BPS), National Population and
Family Planning Board (BKKBN), and Kementerian Kesehatan (Kemenkes-
MOH), and ICF International. 2013. Indonesia Demographic and Health
Survey 2012 (IDHS 2012). Jakarta, Indonesia: BPS, BKKBN, Kemenkes, and
ICF International. 2013.
2. United Nations. The Millennium Development Goals Report 2015. New York:
United Nations. Available:
http://www.un.org/millenniumgoals/2015_MDG_Report/pdf/MDG%202015
%20rev%20(July%201).pdf (accessed 19 October 2016)
3. United Nations Children's Emergency Fund. Committing to child survival: a
promise renewed Progress Report 2015. eSocialSciences, 2015, United
Nations Children’s Fund, New York, 2015.
4. United Nations: Transforming our World: The 2030 Agenda for Sustainable
Development. New York: UN. Available:
http://www.undp.org/content/dam/undp/library/corporate/brochure/SDGs_Boo
klet_Web_En.pdf
5. United Nations Children's Emergency Fund (UNICE Indonesia). Children in
Indonesia: The early years- From birth to 5 years old. 2016.
http://www.unicef.org/indonesia/children.html (accessed 9 June 2016).
6. Statistics Indonesia (Badan Pusat Statistik—BPS) and Macro International.
Indonesia Demographic and Health Survey 2007. Calverton, Maryland, USA:
BPS and Macro International. 2008.
7. Titaley CR, Dibley MJ and Roberts CL. Factors associated with
underutilization of antenatal care services in Indonesia: results of Indonesia
Page 17 of 33
For peer review only - http://bmjopen.bmj.com/site/about/guidelines.xhtml
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123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960
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rotected by copyright.http://bm
jopen.bmj.com
/B
MJ O
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ebruary 2017. Dow
nloaded from
For peer review only
18
Demographic and Health Survey 2002/2003 and 2007. BMC Public Health
2010; 10: 485.
8. Paul VK, Sachdev HS, Mavalankar D, et al. Reproductive health, and child
health and nutrition in India: meeting the challenge. Lancet 2012; 377:332–49.
9. Singh PK, Rai RK, Alagarajan M, et al. Determinants of maternity care
services utilization among married adolescents in rural India. PLoS ONE
2012; 7(2):e1215.
10. World Health Organisation. Provision of effective antenatal care: Integrated
Management of Pregnancy and Child Birth (IMPAC). Standards for Maternal
and Neonatal care (1.6), Department of Making Pregnancy Safer, WHO:
Geneva, 2006.
http://www.who.int/reproductivehealth/publications/maternal_perinatal_health
/effective_antenatal_care.pdf . (accessed 9 June 2016).
11. World Health Organization. Making Pregnancy Safer: The critical role of the
skilled attendant. A joint statement by WHO, ICM and FIGO. Geneva: World
Health Organization; 2004
12. Katti V. Regional disparities in Nepal. Int. Stud. 1987; 24: 209–224.
13. Sreeramareddy CT, Harsha Kumar HN, Sathian B. Time Trends and
Inequalities of Under-Five Mortality in Nepal: A Secondary Data Analysis of
Four Demographic and Health Surveys between 1996 and 2011. PLoS ONE
2013; 8(11): e79818.
14. Harrell FE. Regression modelling strategies with application to linear models,
logistic regression and survival analysis. Berlin: Springer-Verlag 2001.
15. Hosmer Jr DW Lemeshow S and Sturdivant RX .2013. Applied logistic
regression, 3rd
Edition. John Wiley & Sons: New York 2013.
16. Kleinbaum DG, Kupper LL, Muller KE, Nizam A. Applied regression
analysis and multivariable method, 3rd edition. Belmont: Duxbury Press
1998.
17. Correia MIT, & Waitzberg, DL. The impact of malnutrition on morbidity,
mortality, length of hospital stay and costs evaluated through a multivariate
model analysis. Clin. Nutr. 2003; 22(3): 235-239.
18. IBM SPSS. Statistics for windows. Version 21.0. Armonk: IBM Corp, 2012.
Page 18 of 33
For peer review only - http://bmjopen.bmj.com/site/about/guidelines.xhtml
BMJ Open
123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960
on March 1, 2020 by guest. P
rotected by copyright.http://bm
jopen.bmj.com
/B
MJ O
pen: first published as 10.1136/bmjopen-2016-013408 on 3 F
ebruary 2017. Dow
nloaded from
For peer review only
19
19. Agus Y and Horiuchi S. Factors influencing the use of antenatal care in rural
West Sumatra, Indonesia. BMC Pregnancy Childbirth 2012; 12(1), p.9.
http://www.biomedcentral.com/1471-2393/12/9 (accessed 11 June 2016).
20. Doctor HV. Intergenerational differences in antenatal care and supervised
deliveries in Nigeria. Health &Place 2011; 17(2): 480-489.
21. Pallikadavath S, Foss M and Stones, RW. Antenatal care: provision and
inequality in rural north India. Soc. Sci. Med. 2004; 59(6): 1147-1158.
22. Ansariadi A, Manderson L and Manderson L. Antenatal care and women’s
birthing decisions in an Indonesian setting: does location matter. Rural Remote
Health 2015; 15(2959).
23. World Population Review. Indonesia Population 2016.
http://worldpopulationreview.com/countries/indonesia-population/ (accessed
11 June 2016).
24. Titaley CR, Hunter CL, Dibley MJ, et al. Why do some women still prefer
traditional birth attendants and home delivery?: a qualitative study on delivery
care services in West Java Province, Indonesia. BMC Pregnancy Childbirth
2010; 10(1): p.1.
25. Simkhada B, Teijlingen ERV, Porter M et al. Factors affecting the utilization
of antenatal care in developing countries: systematic review of the literature. J
Adv Nurs 2008; 61(3): 244-260.
26. Furuta M and Salway S. Women’s position within the household as a
determinant of maternal health care use in Nepal. Int Fam Plan Perspect 2006;
32(1):17–27.
27. Lagarde M, Haines A and Palmer N .Conditional cash transfers for improving
uptake of health interventions in low- and middle-income countries: a
systematic review. JAMA 2007; 298, 16.
28. Taguchi N, Kawabata M, Maekawa M, et al. Influence of socio-economic
background and antenatal care programmes on maternal mortality in
Surabaya, Indonesia. Trop Med Int Health 2003; 8: 847–52.
29. Ronsmans C, Scott S, Qomariyah SN, et al. Professional assistance during
birth and maternal mortality in two Indonesian districts. Bull World Health
Organ 2009; 87(6):416-23.
Page 19 of 33
For peer review only - http://bmjopen.bmj.com/site/about/guidelines.xhtml
BMJ Open
123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960
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rotected by copyright.http://bm
jopen.bmj.com
/B
MJ O
pen: first published as 10.1136/bmjopen-2016-013408 on 3 F
ebruary 2017. Dow
nloaded from
For peer review only
20
30. Thind A and Banerjee K. Home deliveries in Indonesia: who provides
assistance?. J Commun Health 2004 29(4):285-303.
31. Titaley CR, Dibley MJ and Roberts CL. Factors associated with non-
utilisation of postnatal care services in Indonesia. J Epidemiol community
health 2009; 63(10): 827-831.
32. Darmstadt GL, Lee AC, Cousens S, et al. 60million non-facility births: Who
can deliver in community settings to reduce intrapartum-related deaths?. Int J
Gynaecol Obstet 2009; 107:S89-112.
33. Titaley CR, Dibley MJ, Roberts CL, et al. Type of delivery attendant, place of
delivery and risk of early neonatal mortality: analyses of the 1994–2007
Indonesia Demographic and Health Surveys. Health Policy Plan 2012; 27(5):
405-416.
34. Harimurti P, Pambudi E, Pigazzini A et al. NICO studies series 8: the nuts &
bolds of Jamkesmas, Indonesia’s Government-Financed Health Coverage
Program for the Poor and Near-Poor. The World Bank, Washington DC:
World Bank, 2013.
http://www.indonesia-investments.com/upload/documenten/world-bank-
jamkesmas-indonesia-investments.pdf (accessed on 12 June 2016).
35. World Health Organisation. Health statistics and information systems.
Geneva: WHO, 2012. http://www.who.int/gho/publications/world health
statistics/2012/en/ (accessed 2016 June 10).
36. World Health Organisation. Levels & trends in child mortality: estimates
developed by the UN inter-agency group for child mortality estimation.
Geneva: WHO, 2012. http:// www.childinfo.org/files/Child Mortality Report
2012.pdf (accessed 10 June 2016).
37. Paxton A,Wardlaw T. Are we making progress in maternal mortality?. N Engl
J Med 2011; 364:1990–1993 DOI 10.1056/NEJMp1012860.
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Table 1: Socio-economic and demographic characteristics of ANC services according to regions in Indonesia, IDHS-2012.
Sumatra
region Java Region
Lesser Sunda
Islands Region
Kalimantan
Region
Sulawesi
Region
Maluku islands
Region
Western New
Guinea region
Variable ANC(2744) ANC (2320) ANC (847) ANC(999) ANC (1525) ANC (467) ANC(559)
Age(Years)
15-19 89(75.4) 92(90.2) 35(85.4) 77(82.8) 108(76.6) 20(66.7) 19(51.4)
20-24 550(71.8) 496(85.2) 187(70.6) 252(72.6) 362(59.9) 111(54.4) 90(36.3)
25-29 859(49.5) 659(58.1) 254(49.7) 271(47.6) 386(43.7) 113(36.8) 121(32.2)
30+ 1246(29.6) 1043(34.8) 371(29.1) 399(27.9) 669(23.4) 223(21.6) 143(15.8)
P-value 0.001 0.001 0.001 0.001 0.001 0.001 0.001
Place of Residence
Urban 1189(44) 1529(48) 354(48.6) 434(44.3) 605(39.3) 179(33.9) 163(34.2)
Rural 1555(37.7) 791(46.5) 493(36.1) 565(38.7) 920(31.3) 288(27.6) 210(19.2)
P-value 0.001 0.32 0.001 0.005 0.001 0.009 0.001
Mother’s Education
No education 27(16.4) 13(21) 30(32.6) 13(13.1) 29(12.3) 5(12.5) 41(10.3)
Primary 691(31.3) 615(36.3) 271(32) 322(34.1) 466(25.6) 115(22.4) 85(18.1)
Secondary 1612(43.9) 1330(54.1) 433(46) 544(46.2) 790(40.3) 269(31.5) 181(31.7)
Higher 414(52.5) 332(55.2) 113(53.6) 120(54.8) 240(51.6) 78(47) 66(50.8)
P-value 0.001 0.001 0.001 0.001 0.001 0.001 0.001
Father’s Education
No education 16(14.2) 15(27.3) 19(38.8) 14(18.7) 32(17.4) 6(16.7) 17(8.1)
Primary 753(3.3) 606(38.5) 280(35.3) 296(32.8) 514(28.1) 96(21.6) 70(17.4)
Secondary 1669(44.2) 1327(52.1) 422(43.1) 550(45.7) 765(38.3) 284(31.6) 217(28.8)
Higher 303(46.5) 341(53.8) 124(45.8) 139(53.9) 211(45.3) 78(41.5) 65(36.3)
P-value 0.001 0.001 0.002 0.001 0.001 0.001 0.001
Mother’s occupation
Not working
outside home 1342(43.8) 1210(46.8) 319(42) 526(44.3) 811(34.8) 263(31.9) 201(30.1)
Skilled 814(42.3) 683(49) 241(45.8) 277(43.9) 453(39.6) 130(33.6) 106(36.3)
Agriculture 317(31.0) 82(38) 142(33.3) 119(28.6) 140(22.7) 45(18.3) 48(11.4)
Unskilled/others 268(32.8) 313(50.4) 145(38) 75(36.9) 115(30.5) 29(25) 16(8.7)
P-value 0.001 0.008 0.001 0.001 0.001 0.001 0.001
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Continued….
Sumatra region Java Region Lesser Sunda
Islands Region
Kalimantan
Region
Sulawesi
Region
Maluku islands
Region
Western New
Guinea region
Variable ANC(2744) ANC(4819) ANC(847) ANC(999) ANC(1525) ANC(467) ANC(559)
Father’s occupation
Not working 34(42) 29(42) 17(54.8) 7(28) 29(38.2) 21(38.9) 22(24.7)
Skilled work 844(45.8) 1042(49.4) 266(45.1) 354(46.6) 491(40.1) 155(35.4) 147(31.5)
Agriculture 764(34.9) 218(41.1) 228(32.4) 235(32.2) 443(27) 138(22.2) 97(14.8)
Unskilled/ others 1049(40.3) 999(47.4) 336(43.8) 403(43.6) 554(36.3) 152(33.2) 106(29.9)
P-value 0.001 0.006 0.001 0.001 0.001 0.001 0.001
Wealth Quintile
Poorest 587(31.4) 186(35.8) 38(33.6) 328(35.3) 597(27.1) 191(24.2) 152(16.2)
Poorer 639(41.3) 352(45.7) 187(42.9) 268(41.7) 328(38.7) 103(29.9) 65(32.7)
Middle 604(45.5) 447(47.2) 131(46.0) 176(45.8) 253(38.2) 86(38.6) 68(38)
Richer 537(44.9) 611(50.3) 113(49.1) 121(47.5) 214(45.7) 61(40.9) 50(43.1)
Richest 377(43.6) 694(50.8) 108(48) 106(46.5) 133(44.5) 26(38.8) 28(37.8)
P-value 0.001 0.001 0.001 0.001 0.001 0.001 0.001
Frequency listening radio/reading newspaper/magazine
Not at all 222(30.2) 140(34.7) 242(34.5) 76(33) 165(22.3) 115(23.3) 124(15.2)
Less than once a week 48(28.7) 58(52.3) 30(40) 16(47.1) 42(32.3) 8(44.4) 9(45)
At least once a week 2474(41.7) 2092(48.6) 575(43.7) 907(41.7) 1318(36.5) 344(32.4) 493(32.7)
P-value 0.001 0.001 0.001 0.03 0.001 0.001 0.001
Birth order
1st 982(33.1) 964(40.6) 318(35.4) 407(36.9) 507(29.5) 145(26) 118(21.7)
2nd 863(44.8) 781(56.3) 236(41.8) 293(44.2) 438(37.5) 108(27.7) 90(23.5)
3rd
495(49) 337(56.7) 15(47.8) 159(46.2) 266(38.4) 95(36.3) 70(27.9)
4th 233(49.3) 107(46.3) 71(46.1) 75(44.6) 156(39.2) 47(31.3) 39(24.9)
5Th & above 171(37.3) 101(43.2) 72(44.4) 65(40.1) 158(31.9) 72(33.8) 56(23.9)
P value 0.001 0.001 0.001 0.004 0.02 0.46
Child status
Dead 38(10.2) 50(21.9) 25(16.2) 22(14.8) 36(10.1) 12(9.4) 206(11.7)
Alive 2706(41.9) 224(48.8) 822(42.4) 977(42.6) 1489(36.1) 455(31.5) 353(25.3)
P-value 0.001 0.001 0.001 0.001 0.001 0.001 0.001
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Table 2: Univariate analyses of socio-economic and demographic factors influencing use of ANC services according to regions in Indonesia,
IDHS-2012
Sumatra region Java Region Lesser Sunda
Islands Region
Kalimantan
Region
Sulawesi
Region
Maluku islands
Region
Western New
Guinea region
Variable OR & 95%CI OR & 95%CI OR & 95%CI OR & 95%CI OR & 95%CI OR & 95%CI OR & 95%CI
Age (Years)
15-19 1 1 1 1 1 1 1
20-24 0.83(0.53-1.3) 0.63(0.32-1.3) 0.41(0.17-1.02) 0.55(0.31-0.99) 0.46(0.30-0.70) 0.60(0.27-1.34) 0.54(0.27-1.08)
25-29 0.32(0.21-0.50) 0.15(0.08-0.3) 0.17(0.07-0.41) 0.19(0.11-0.33) 0.24(0.16-0.36) 0.30(0.13-.64) 0.45(0.23-0.89)
30+ 0.14(0.09-0.21) 0.06(0.03-0.11) 0.07(0.03-0.17) 0.08(0.05-0.14) 0.09(0.86-0.14) 0.14(0.06-0.30) 0.18(0.09-0.35)
Place of Residence
Urban 1 1 1 1 1 1 1
Rural 0.77(0.7-0.8) 0.94(0.84-1.06) 0.60(0.5-0.7) 0.8(0.67-0.93) 0.7(0.62-0.8) 0.74(0.6-0.93) 0.46(0.36-0.59)
Mother’s Education
No education 1 1 1 1 1 1 1
Primary 2.3(1.5-3.5) 2.0(1.2-3.9) 0.97(0.6-1.5) 3.4(1.9-6.2) 2.5(1.6-3.7) 2.0(0.8-5.3) 1.9(1.3-2.9)
Secondary 4.0(2.6-6.1) 4.4(2.4-8.2) 1.8(1.1-2.8) 5.7(3.1-10.3) 4.8(3.2-7.2)) 3.2(1.2-8.3) 4.0(2.8-5.8)
Higher 5.6(3.7-8.7) 4.7(2.5-8.8) 2.4(1.4-3.9) 8.0(4.2-15.2) 7.6(5.0-11.7) 6.2(2.3-16.6) 8.9(5.6-14.4)
Father’s Education
No education 1 1 1 1 1 1 1
Primary 3.0(1.7-5.1) 1.7(0.9-3.0) 0.9(0.5-1.62) 2.1(1.2-3.9) 1.9(1.2-2.8) 1.4(0.6-3.4) 2.4(1.4-4.2)
Secondary 4.8(2.8-8.2) 2.9(1.6-5.3) 1.2(0.7-2.2) 3.7(2.0-6.6) 2.9(2.0-4.4) 2.3(1.0-5.6) 4.6(2.7-7.7)
Higher 5.3(3.8-9.2) 3.1(1.7-5.7) 1.3(0.7-2.5) 5.1(2.7-9.6) 3.9(2.6-6.0) 3.5(1.4-8.9) 6.4(3.6-11.5)
Mother’s occupation
Not working outside
home
1 1 1 1 1 1 1
Skilled 0.9(0.8-1.1) 1.1(0.9-1.2) 1.2(0.9-1.5) 1.0(0.8-1.2) 1.2(1.1-1.4) 1.1(0.8-1.4) 1.3(1.0-1.8)
Agriculture 0.6(0.5-0.7) 0.7(0.5-0.9) 0.7(0.5-0.8) 0.5(0.4-0.6) 0.5(0.4-0.7) 0.5(0.3-0.7) 0.3(0.2-0.4)
Unskilled/ others 0.6(0.53-0.7) 1.2(0.9-1.4) 0.8(0.7-1.1) 0.7(0.5-1.0) 0.8(0.6-1.04) 0.7(0.45-1.1) 0.2(0.1-0.4)
Page 23 of 33
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Continued….
Sumatra
Region
Java Region Lesser Sunda
Islands Region
Kalimantan
Region
Sulawesi
Region
Maluku islands
Region
Western New
Guinea region
Variable OR & 95%CI OR & 95%CI OR & 95%CI OR & 95%CI OR & 95%CI OR & 95%CI OR & 95%CI
Father’s occupation
Not working 1 1 1 1 1 1 1
Skilled work 1.2(0.7-1.8) 1.3(0.8-2.2) 0.7(0.3-1.4) 2.2(0.9-5.4) 1.1(0.7-1.7) 0.9(0.5-1.5) 1.4(0.8-2.4)
Agriculture 0.7(0.5-1.2) 1.0(0.6-1.6) 0.4(0.2-0.8) 1.2(0.5-3.0) 0.6(0.4-1.0) 0.4(0.3-08) 0.5(0.3-0.9)
Unskilled others 0.9(0.6-1.5) 1.3(0.8-2.0) 0.6(0.3-1.3) 1.9(0.8-4.8) 0.9(0.6-1.5) 0.8(0.4-1.4) 1.3(0.8-2.2)
Wealth Quintile
Poorest 1 1 1 1 1 1 1
Poorer 1.5(1.3-1.8) 1.5(1.2-1.9) 1.5(1.2-1.9) 1.3(1.1-1.6) 1.7(1.4-2.0) 1.5(1.0-1.8) 2.5(1.8-3.5)
Middle 1.8(1.5-2.0) 1.6(1.3-2.0) 1.7(1.3-2.2) 1.6(1.2-2.0) 1.6(1.3-2.0) 2.0(1.4-2.7) 3.2(2.2-4.5)
Richer 1.8(1.5-2.1) 1.8(1.5-2.2) 1.9(1.4-2.6) 1.7((1.3-2.2) 2.3(1.9-2.8) 2.2(1.5-3.1) 3.9(2.6-5.9)
Richest 1.7(1.4-2.0) 1.9(1.5-2.3) 1.8(1.4-2.5) 1.6(1.2-2.0) 2.2(1.7-2.8) 2.0(1.2-3.3) 3.0(1.9-5.2)
Frequency listening radio/reading newspaper/magazine
Not at all 1 1 1 1 1 1 1
Less than once a week 0.9(0.6-1.4) 2.0(1.3-3.2) 1.3(0.8-2.1) 1.8(0.9-3.7) 1.7(1.1-2.5) 2.6(1.0-6.8) 4.6(1.9-11.2)
At least once a week 1.7(1.4-2.0) 1.8(1.4-2.2) 1.5(1.2-1.8) 1.4(1.1-1.9) 2.0(1.7-2.4) 1.6(1.2-2.0) 2.7(2.0-3.5)
Birth order
1st 1 1 1 1 1 1 1
2nd
1.6(1.5-1.8) 1.9(1.6-2.0) 1.3(1.0-1.6) 1.4(1.1-1.6) 1.4(1.2-1.7) 1.0(0.8-1.5) 1.1(0.8-1.5)
3rd 1.9(1.7-2.2) 1.9(1.6-2.3) 1.7(1.3-2.2) 1.5(1.2-1.9) 1.5(1.2-1.8) 1.6(1.2-2.2) 1.4(1.0-2.0)
4th 2.0(1.6-2.4) 1.3(1.0-1.7) 1.6(1.1-2.2) 1.4(1.0-1.9) 1.6(1.2-1.9) 1.3(0.9-1.9) 1.2(0.8-1.8)
5Th & above 1.2(1.0-1.5) 1.1(0.8-1.5) 1.5(1.0-2.0) 1.1(0.8-1.6) 1.1(0.9-1.4) 1.5(1.0-2.0) 1.1(0.8-1.6)
Child status
Dead 1 1 1 1 1 1 1
Alive 6.3(4.4-8.8) 3.4(2.5-4.7) 3.8(2.5-5.9) 43(2.7-6.8) 5(3.5-7.1) 4.4(2.4-8.1) 2.6(1.6-4.1)
Page 24 of 33
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Table 3: Socio-economic and demographic characteristics of safe delivery services according to regions in Indonesia, IDHS2012.
Sumatra
Region
Java Region Lesser Sunda
Islands Region
Kalimantan
Region
Sulawesi
Region
Maluku islands
Region
Western New
Guinea Region
Variable Safe delivery
(3287)
Safe delivery
(2462)
Safe delivery
(890)
Safe delivery
(1031)
Safe delivery
(1558)
Safe delivery
(406)
Safe delivery
(437)
Age (Years)
15-19 90(76.2) 81(79.4) 34(82.9) 70(75.3) 89(63.1) 10(33.3) 18(48.6)
20-24 607(79.2) 474(81.6) 190(71.7) 238(68.6) 347(57.5) 101(49.5) 99(39.9)
25-29 1056(60.8) 740(65.2) 284(55.6) 288(50.6) 402(45.5) 111(36.2) 142(37.8)
30+ 1534(36.4) 1167(38.9) 382(29.9) 435(30.4) 720(25.2) 184(17.8) 178(19.6)
P value 0.001 0.001 0.001 0.001 0.001 0.001 0.001
Place of Residence
Urban 1502(55.6) 1751(55) 418(57.4) 509(52) 707(45.9) 193(36.6) 216(45.3)
Rural 1785(43.2) 711(43.5) 472(34.6) 522(35.7) 851(28.9) 213(20.4) 221(20.3)
P value 0.001 0.001 0.001 0.001 0.001 0.001 0.001
Mother’s Education
No education 30(18.2) 9(14.5) 24(26.1) 13(13.1) 19(8.1) 4(10) 31(7.8)
Primary 753(34.1) 569(33.5) 239(28.2) 293(31) 378(20.7) 61(11.9) 92(19.6)
Secondary 1972(53.8) 1469(59.7) 475(50.4) 578(49.1) 857(43.7) 256(30) 228(39.9)
Higher 532(67.4) 415(69.1) 152(72) 147(67.1) 304(65.4) 85(51.2) 86(66.2)
P value 0.001 0.001 0.001 0.001 0.001 0.001 0.001
Father’s Education
No education 33(29.2) 16(29.1) 13(26.5) 13(17.3) 26(14.1) 3(8.3) 9(4.3)
Primary 817(35.87) 556(35.3) 253(31.9) 265(29.3) 454(24.8) 48(10.8) 66(16.4)
Secondary 2027(53.7) 1470(57.7) 463(47.3) 592(49.2) 814(40.7) 264(29.4) 272(36.1)
Higher 408(62.7) 418(65.9) 160(59) 161(62.4) 260(55.8) 88(46.8) 84(46.9)
P value 0.001 0.001 0.001 0.001 0.001 0.001 0.001
Mother’s occupation
Not working outside
home
1622(53) 1271(49.2) 353(46.5) 543(45.7) 849(36.5) 227(27.5) 241(36.1)
Skilled 998(51.8) 800(57.4) 283(53.8) 315(49.7) 508(44.4) 138(35.7) 138(47.3)
Agriculture 343(33.5) 66(30.6) 111(26.1) 107(25.7) 81(13.1) 26(10.6) 37(8.8)
Unskilled/others 321(39.2) 322(51.9) 143(37.4) 64(25.7) 112(29.7) 15(12.6) 18(9.8)
P-value 0.001 0.001 0.001 0.001 0.001 0.001 0.001
Page 25 of 33
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Continued……
Sumatra
region
Java Region Lesser Sunda
Islands Region
Kalimanta
Region
Sulawesi
Region
Maluku
islands Region
Western New
Guinea Region
Variable Safe delivery
(3287)
Safe delivery
(2462)
Safe delivery
(890)
Safe delivery
(1031)
Safe delivery
(1558)
Safe delivery
(406)
Safe delivery
(437)
Father’s occupation
Not working 41(50.6) 31(44.9) 17(54.8) 10(40) 31(40.8) 23(42.6) 21(23.6)
Skilled work 1148(58.8) 1199(56.8) 321(54.4) 411(54.2) 572(46.7) 165(37.7) 199(42.6)
Agriculture 859(39.2) 211(39.8) 200(28.4) 200(27.4) 352(21.4) 84(13.5) 67(10.2)
Unskilled/others 1236(47.4) 1018(48.3) 352(45.8) 410(44.4) 593(38.9) 134(29.3) 147(41.5)
P-value 0.001 0.001 0.001 0.001 0.001 0.001 0.001
Wealth Quintile
Poorest 662(35.4) 160(30.8) 265(28.9) 287(30.9) 499(22.6) 112(14.2) 162(16.2)
Poorer 757(48.9) 348(45.2) 196(45) 270(42) 339(40) 91(26.4) 79(39.7)
Middle 724(53.4) 480(50.7) 155(54.4) 204(53.1) 301(45.5) 95(42.6) 89(49.7)
Richer 655(54.8) 663(54.6) 138(60) 140(54.9) 262(56) 75(50.3) 71(61.2)
Richest 489(56.5) 811(59.3) 136(60.4) 130(57) 157(52.5) 33(49.3) 36(48.6)
P-value 0.001 0.001 0.001 0.001 0.001 0.001 0.001
Frequency listening radio/reading newspaper/magazine
Not at all 259(35.2) 137(33.9) 208(29.7) 65(28.3) 131(17.7) 90(18.2) 120(14.7)
Less than once a week 61(36.5) 63(56.8) 32(42.7) 17(50) 37(28.5) 10(55.6) 10(50)
At least once a week 2967(50) 2262(52.6) 650(49.4) 949(43.6) 1390(38.5) 306(28.8) 307(41.9)
P-value 0.001 0.001 0.001 0.001 0.001 0.001 0.001
Birth order
1st 1295(43.6) 1084(45.7) 387(43.1) 439(39.8) 598(34.6) 159(28.5) 153(28.2)
2nd
955(49.6) 820(59.1) 244(43.2) 292(44) 425(36.4) 99(25.4) 108(28.2)
3rd
565(55.9) 350(58.9) 142(45.2) 157(45.6) 250(36.1) 69(26.3) 74(29.5)
4th 263(55.6) 106(45.9) 63(40.9) 77(45.8) 147(36.9) 36(24) 48(30.6)
5Th
& above 210(45.9) 102(43.6) 54(33.3) 66(40.7) 138(27.8) 43(20.2) 54(23.1)
P-value 0.001 0.001 0.14 0.18 0.01 0.20 0.46
Child status
Dead 86(23.2) 80(35.1) 32(20.8) 31(20.8) 51(14.3) 12(9.4) 24(14)
Alive 3201(49.5) 2382(51.9) 858(44.2) 1000(43.6) 1567(36.5) 394(27.3) 413(29.6)
P-value 0.001 0.001 0.001 0.001 0.001 0.001 0.001
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Table 4: Univariate analyses of socio-economic and demographic factors influencing utilization of safe delivery services according to regions
in Indonesia, IDHS-2012.
Sumatra region Java Region Lesser Sunda
Islands Region
Kalimantan
Region
Sulawesi
Region
Maluku islands
Region
Western New
Guinea region
Variable OR & 95%C.I. OR & 95%C.I. OR & 95%C.I. OR & 95%C.I. OR & 95%C.I. OR & 95%C.I. OR & 95%C.I.
Age (Years)
15-19 1 1 1 1 1 1 1
20-24 1.2(0.8-1.9) 1.1(0.7-1.9) 0.5(0.2-1.2) 0.7(0.4-1.2) 0.8(0.5-1.2) 2.0(0.9-4.4) 0.7(0.4-1.4)
25-29 0.5(0.3-0.7) 0.5(0.3-0.8) 0.3(0.1-0.6) 0.3(0.2-0.6) 0.5(0.3-0.7) 1.1(0.5-2.5) 0.6(0.3-1.3)
30+ 0.2(0.1-0.3) 0.2(0.1-0.3) 0.1(0.04-0.2) 0.1(0.09-0.2) 0.2(0.1-0.3) 0.4(0.2-0.9) 0.3(0.1-0.5)
Place of Residence
Urban 1 1 1 1 1 1 1
Rural 0.6(0.5-0.7) 0.6(0.56-0.71) 0.4(0.3-0.5) 0.5(0.4-0.6) 0.5(0.4-0.5) 0.4(0.3-0.6) 0.3(0.2-0.47)
Mother’s Education
No education 1 1 1 1 1 1 1
Primary 2.3(1.6-3.5) 3.0(1.5-6.0) 1.1(0.7-1.8) 3.0(1.6-5.4) 3.0(1.8-4.8) 1.2(0.4-3.5) 2.9(1.9-4.4)
Secondary 5.2(3.5-7.8) 8.7(4.0-17.7) 2.9(1.8-4.7) 6.4(3.5-11.6) 8.9(5.5-14.3) 3.9(1.4-11.0) 7.8(5.2-11.7)
Higher 9.3(6.1-14.2) 13.0(6.0-27.0) 7.3(4.0-12.7) 13.5(7.0-25.8) 21.6(13-35.8) 9.4(3.2-27.7) 23.0(13.7-38.7)
Father’s Education
No education 1 1 1 1 1 1 1
Primary 1.4(0.9-2.0) 1.3(0.7-2.4) 1.3(0.7-2.5) 2.0(1.1-3.7) 2.0(1.3-3.0) 1.3(0.4-4.5) 4.4(2.0-8.9)
Secondary 2.8(1.9-4.2) 3.3(1.8-5.9) 2.5(1.3-4.8) 4.6(2.5-8.5) 4.0(2.7-6.4) 4.6(1.4-15) 12.5(6.0-24.9)
Higher 4.0(2.6-6.3) 4.7(2.6-8.6) 4.0(2.0-7.9) 8.0(4.1-15.1) 7.7(4.9-12.0) 9.7(3.0-32) 20.0(9.0-40.8)
Mother’s occupation
Not working 1 1 1 1 1 1 1
Skilled 1.0(0.9-1.1) 1.4(0.3-0.6) 1.3(1.1-1.7) 1.2(1.0-1.4) 1.4(1.2-1.6) 1.5(1.1-1.9) 1.6(1.2-2.0)
Agriculture 0.95(0.40-0.5) 0.5(0.3-0.6) 0.4(0.3-0.5) 0.4(0.3-0.5) 0.3(0.2-0.3) 0.3(0.2-0.5) 0.2(0.1-0.2)
Unskilled/
others
0.60(0.5-0.7) 1.1(0.9-1.3) 0.7(0.5-0.9) 0.5(0.4-0.8) 0.7(0.6-0.9) 0.4(0.2-0.7) 0.2(0.1-0.3)
Page 27 of 33
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Continued….
Sumatra
region
Java Region Lesser Sunda
Islands Region
Kalimantan
Region
Sulawesi
Region
Maluku
islands Region
Western New
Guinea region
Variable OR & 95%CI OR & 95%CI OR & 95%C.I. OR & 95%CI OR & 95%C.I. OR & 95%C.I. OR & 95%C.I.
Father’s occupation
Not working 1 1 1 1 1 1 1
Skilled work 1.4(0.9-2.2) 1.6(1.0-2.6) 1.0(0.5-2.3) 1.2(1.0-1.4) 1.4(1.2-1.6) 0.8(0.5-1.4) 2.4(1.4-4.0)
Agriculture 0.6(0.4-0.9) 0.8(0.5-1.3) 0.3(0.2-0.7) 0.4(0.3-0.5) 0.3(0.2-0.3) 0.2(0.1-0.4) 0.4(0.2-0.6)
Unskilled others 0.9(0.6-1.4) 1.1(0.7-1.9) 0.7(0.3-1.4) 0.5(0.4-0.8) 0.7(0.6-0.9) 0.6(0.3-1.0) 2.3(1.3-4.0)
Wealth Quintile
Poorest 1 1 1 1 1 1 1
Poorer 1.7(1.5-2.0) 1.9(1.5-2.3) 2.0(1.6-2.5) 1.6(1.3-2.0) 2.3(1.9-2.7) 2.2(1.6-3.0) 3.4(2.4-4.7)
Middle 2.1(1.8-2.4) 2.3(1.8-2.9) 2.9(2.2-3.9) 2.5(2.0-3.0) 2.9(2.4-3.4) 4.5(3.0-6.3) 5.1(3.6-7.2)
Richer 2.2(1.9-2.6) 2.7(2.2-3.4) 3.7(2.7-5.0) 2.7(2.0-3.6) 4.4(3.5-5.4) 6.1(4.2-8.9) 8.2(5.4-12.2)
Richest 2.4(2.0-2.8) 3.3(2.6-4.0) 3.8(2.8-5.1) 3.0(2.2-4.0) 3.8(3.0-4.8) 5.9(3.5-10.0) 4.9(3.0-7.9)
Frequency listening radio/reading newspaper/magazine
Not at all 1 1 1 1 1 1 1
Less than once a
week
1.0(0.7-1.5) 2.6(1.7-3.9) 1.8(1.1-2.9) 2.5(1.2-5.3) 1.9(1.2-2.8) 5.6(2.2-14.6) 5.8(2.4-14.2)
At least once a week 1.8(1.6-2.2) 2.2(1.7-2.7) 2.3(1.9-2.8) 2.0(1.5-2.6) 2.9(2.4-3.6) 1.8(1.4-2.4) 4.2(3.3-5.3)
Birth order
1st 1 1 1 1 1 1 1
2nd 1.3(1.1-1.4) 1.7(1.5-2.0) 1.0(0.8-1.2) 1.2(0.9-1.4) 1.1(0.9-1.3) 0.8(0.6-1.1) 1.0(0.7-1.3)
3rd
1.6(1.4-1.9) 1.7(1.4-2.1) 1.1(0.8-1.4) 1.3(0.9-1.6) 1.1(0.9-1.3) 0.9(0.7-1.2) 1.1(0.8-1.5)
4th 1.6(1.3-2.0) 1.0(0.8-1.3) 0.9(0.6-1.3) 1.3(0.9-1.8) 1.1(0.9-1.4) 0.8(0.5-1.2) 1.1(0.8-1.7)
5Th
& above 1.1(0.9-1.3) 0.9(0.7-1.2) 0.7(0.5-0.9) 1.0(0.7-1.5) 0.7(0.6-0.9) 0.6(0.4-0.9) 0.8(0.5-1.1)
Child status
Dead 1 1 1 1 1 1 1
Alive 3.3(2.5-4.2) 2.0(1.5-2.6) 3.0(2.0-4.5) 3.0(2.0-4.4) 3.5(2.6-4.7) 3.6(2.0-6.6 2.6(1.6-4.6)
Page 28 of 33
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Table 5: Multivariate Analyses of selected socioeconomic predictors for complete antenatal
care and safe delivery in Indonesia.
Antenatal care Safe delivery
Variable OR
95%C.I. P-value OR 95%C.I. P-value
Place of residence
Urban 1.0 1.0
Rural 1.02 0.95-1.10 0.58 0.86 0.80-0.92 0.001
Region
Sumatra 1 - - 1 - -
Java 1.50 1.32-1.59 0.001 0.99 0.90-1.08 0.80
Lesser Sunda Islands 1.22 1.08-1.37 0.001 0.96 0.86-1.09 0.54
Kalimantan 1.07 0.96-1.20 0.23 0.79 0.71-0.08 0.001
Sulawesi 0.76 0.70-0.83 0.001 0.56 0.51-0.61 0.001
Maluku Islands 0.56 0.49-0.64 0.001 0.30 0.26-0.35 0.001
Western New Guinea 0.46 0.40-0.54 0.001 0.44 0.38-0.51 0.001
Wealth quintile
Poorest 1 - - 1 -
Poorer 1.45 1.32-1.60 0.001 1.64 1.50-1.80 0.001
Middle 1.57 1.42-1.74 0.001 1.89 1.70-2.10 0.001
Richer 1.75 1.56-1.96 0.001 2.02 1.81-2.26 0.001
Richest 1.52 1.33-1.73 0.001 1.72 1.51-1.96 0.001
Mother’s education
No education 1 - - 1 - -
Primary 1.85 1.51-2.27 0.001 2.06 1.65-2.56 0.001
Secondary 2.94 2.40-3.63 0.001 3.98 3.19-4.97 0.001
Higher 6.20 4.87-7.85 0.001 10.37 8.06-13.3 0.001
Father’s education
No education 1 - 1 - -
Primary 1.50 1.18-1.90 0.001 1.16 0.91-1.47 0.24
Secondary 1.81 1.43-2.31 0.001 1.61 1.26-2.05 0.001
Higher 1.79 1.37-2.33 0.001 1.68 1.28-2.20 0.001
Frequency listening radio/reading news paper/magazine
Not all 1 1
Less than once a week 1.16 0.94-1.44 0.18 1.25 1.01-1.55 0.01
At least once a week 1.24 1.13-1.37 0.001 1.26 1.15-1.39 0.001
• Mother’s age at child birth, women occupation, husband occupation, birth order, and child
status are controlled in multivariate analysis.
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STROBE 2007 (v4) Statement—Checklist of items that should be included in reports of cross-sectional studies
Section/Topic Item
# Recommendation
Reported on page
#
Title and abstract 1 (a) Indicate the study’s design with a commonly used term in the title or the abstract 1
(b) Provide in the abstract an informative and balanced summary of what was done and what was found 2
Introduction
Background/rationale 2 Explain the scientific background and rationale for the investigation being reported 4-5
Objectives 3 State specific objectives, including any prespecified hypotheses 4-5
Methods
Study design 4 Present key elements of study design early in the paper 5
Setting 5 Describe the setting, locations, and relevant dates, including periods of recruitment, exposure, follow-up, and data
collection
5
Participants
6
(a) Give the eligibility criteria, and the sources and methods of selection of participants 5-6
Variables 7 Clearly define all outcomes, exposures, predictors, potential confounders, and effect modifiers. Give diagnostic
criteria, if applicable
5-6
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
5-6
Bias 9 Describe any efforts to address potential sources of bias 5-6
Study size 10 Explain how the study size was arrived at 5-7
Quantitative variables 11 Explain how quantitative variables were handled in the analyses. If applicable, describe which groupings were chosen
and why
6
Statistical methods 12 (a) Describe all statistical methods, including those used to control for confounding 7
(b) Describe any methods used to examine subgroups and interactions N/A
(c) Explain how missing data were addressed 5-7
(d) If applicable, describe analytical methods taking account of sampling strategy N/A
(e) Describe any sensitivity analyses N/A
Results
Participants 13* (a) Report numbers of individuals at each stage of study—eg numbers potentially eligible, examined for eligibility, 7, See Figure 1
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confirmed eligible, included in the study, completing follow-up, and analysed
(b) Give reasons for non-participation at each stage 7, Figure 1
(c) Consider use of a flow diagram Figure 1
Descriptive data 14* (a) Give characteristics of study participants (eg demographic, clinical, social) and information on exposures and
potential confounders
7, 10-11
(b) Indicate number of participants with missing data for each variable of interest N/A
Outcome data 15* Report numbers of outcome events or summary measures 8-10, 11-13
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
Tables 2, 4 and 5
(b) Report category boundaries when continuous variables were categorized 6
(c) If relevant, consider translating estimates of relative risk into absolute risk for a meaningful time period N/A
Other analyses 17 Report other analyses done—eg analyses of subgroups and interactions, and sensitivity analyses N/A
Discussion
Key results 18 Summarise key results with reference to study objectives 14-16
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
3
Interpretation 20 Give a cautious overall interpretation of results considering objectives, limitations, multiplicity of analyses, results
from similar studies, and other relevant evidence
14-16
Generalisability 21 Discuss the generalisability (external validity) of the study results 16
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
16
*Give information separately for cases and controls in case-control studies and, if applicable, for exposed and unexposed groups in cohort and cross-sectional
studies.
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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Caption : Flow chart of the process of selection of mothers' sample available for analyses of ANC and Safe delivery services
Figure 1 184x148mm (300 x 300 DPI)
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Regional differences in utilization of antenatal care and safe delivery services in Indonesia: Findings from a nationally
representative survey.
Journal: BMJ Open
Manuscript ID bmjopen-2016-013408.R2
Article Type: Research
Date Submitted by the Author: 26-Nov-2016
Complete List of Authors: Tripathi, Vrijesh; University of The West Indies - Saint Augustine Campus, Mathematics and Statistics Singh, Rajvir; Hamad Medical Corporation (HMC),, Cardiology Research
Centre, Heart Hospital
<b>Primary Subject Heading</b>:
Global health
Secondary Subject Heading: Health policy, Health services research
Keywords: Health inequalities, Maternal Health, Health Services, Safe delivery, Antenatal Care
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Original Title: Regional differences in utilization of antenatal care and safe delivery
services in Indonesia: Findings from a nationally representative survey.
Revised Title: Regional differences in utilization of antenatal care and safe delivery
services in Indonesia: Secondary data analyses from a nationally representative
survey.
Authors:
1. Vrijesh Tripathi, Ph. D
Department of Mathematics and Statistics
Faculty of Science and Technology
The University of The West Indies
St. Augustine, Trinidad and Tobago
2. Rajvir Singh, Ph. D
Cardiology Research Centre, Heart Hospital
Hamad Medical Corporation (HMC)
Doha, Qatar
Corresponding Author:
Dr. Vrijesh Tripathi
Department of Mathematics and Statistics
Faculty of Science and Technology
The University of the West Indies
St. Augustine, Trinidad and Tobago
Tel: 1(868) 662-2002 ext 83872
E-mail: [email protected]
Key words: Health inequalities, Maternal Health, Health Services, Antenatal Care,
Safe Delivery
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Abstract
Background: Indonesia has shown a nominal increase in antenatal care (ANC)
coverage from 93% to 96% in the Indonesia Demographic Health Survey (IDHS)—
2012 survey. This is high but for a comprehensive assessment of maternal health
coverage in Indonesia, safe delivery services need to be assessed in conjunction with
ANC coverage.
Material and Methods: The study uses survey data from the IDHS-2012 that was
conducted among women aged 15-49 years who gave birth during the last three years
preceding the survey. Socio-economic and demographic factors affecting ANC
coverage and safe delivery services are analysed by segregating the data into seven
regions of Indonesia.
Results: Multivariate results show that besides wealth and education differentials,
regional differences significantly affect utilization of ANC and safe delivery services
across the seven regions.. Univariate analyses show that Sulawesi, Maluku and
Western New Guinea islands are at a disadvantage in accessing ANC and safe
delivery services.
Conclusion: The study recommends that disaggregated regional targets be set in order
to further reduce maternal mortality rates in Indonesia.
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Strengths and limitations of this study
• No prior study has analysed determinants of ANC and safe delivery services in
Indonesia in a single study.
• The sampling design is robust and is representative of the country.
• The IDHS-2012 covered ever-married and never-married women aged 15-49 years.
• There is a recall bias because of the cross-sectional design of the survey data that is
self-reported at a single point of time.
• Most of the variables (age, wealth index, education, occupation) are recorded at the
time of the survey rather than at the time of birth of the child and thus, may have
changed.
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Original Title: Regional differences in utilization of antenatal care and safe delivery
services in Indonesia: Findings from a nationally representative survey.
Revised Title: Regional differences in utilization of antenatal care and safe delivery
services in Indonesia: Secondary data analyses from a nationally representative
survey.
Introduction
Indonesia is the second most populous country in Asia and the fourth largest in the
world after People’s Republic of China, India and the United States of America. It
consists of more than 17,000 islands spread over 1.9 million square kilometers and
home to some 240 million people. There are five major islands: Sumatera, Java,
Kalimantan, Sulawesi, and Papua. Two remaining groups of islands are Maluku and
Nusa Tenggara, running from Sulawesi to Papua in the north and from Bali to Timor
in the south. The country is divided into 34 provinces that comprise some 500
districts, divided into nearly 7,000 sub-districts in which there are almost 80,000
villages1. For the purposes of this study, we have divided the country into seven
regions, Sumatra, Java, Lesser Sunda islands comprising of Bali, West and East Nusa
Tenggara, Kalimantan, Sulawesi, Maluku islands and Western New Guinea islands.
The United Nations defined millennium development goals (MDGs) 4 and 5 were
aimed at reducing under five-child mortality (U5M) by two thirds and to improve
maternal mortality ratios by three quarters between 1990 and 20152. Indonesia has
recorded a huge reduction in U5M down from 85 to 27 deaths per 1000 live births in
2015 3. The international community has now defined sustainable development goals
(SDGs) that look forward to achieving a target of reducing U5M to as low as 25 per
1000 live births4. According to IDHS 2012 report, while the number of mothers
receiving ante-natal care (ANC) has increased from 93% in 2007 to 96% in 2012,
more than half of all deliveries still take place at home in the absence of specialized
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services to deal with potential complications5. The ministry of health reported a wide
discrepancy in ANC utilization across provinces with Jakarta recording 96% to Papua
province with only 38% of mothers utilizing ANC services6-7
. Thus, This study
assesses whether regional differences affect ANC coverage and safe delivery services
across Indonesia.
Methods
The study uses raw data from nationally representative samples of women aged 15-49
years in Indonesia Demographic and Health Survey (IDHS-2012) conducted during
May 7th
to July 31st, 2012. Among 45,607 women interviewed in the survey with 96%
response rate, a total of 23,809 women gave birth in the three years preceding the
survey. There were 1558 (6.5%) reported deaths1.
Ethics Statement
The IDHS-2012 was conducted in accordance to internationally agreed ethical
principles for the conduct of medical research. Since this study is based on the IDHS
data, which are available in the public domain with no identifiable information on the
survey participants, this work is exempted from ethical review1.
Outcome Events
For the purposes of analysing ANC coverage, the study population consists of
mothers who had at least three ANC visits or at least two tetanus toxoid injections
during pregnancy or one tetanus toxoid injection in pregnancy and at least one tetanus
toxoid injection in the preceding three years and received iron and folic acid tablets
for 90 or more days8-10
. Safe delivery is described as delivery attended by a general
practitioner or obstetrician or nurse or trained midwife who have been educated and
trained to manage normal pregnancies while those attended by faith healers or elders
or relatives or traditional birth attendants or others are not included in safe delivery11.
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Covariates
Data were segregated according to the seven regions in Indonesia. There is merit in
segregating data for it allows us to focus on aspects of ANC and Safe Delivery
services that may remain hidden in national level indicators12-13
. Selected socio-
economic and demographic factors examined include age, place of residence,
education of self and father, occupation of self and father, wealth quintile, frequency
of listening to radio/ reading newspaper and magazines, birth order and child status at
birth. Though age is a continuous variable, it is tabulated into age groups 15-19 years,
20-24 years, 25-29 years and above 30 years. Place of residence is categorised as rural
or urban. Education is classified as no formal education, up to primary level, up to
secondary level and higher. Occupation is arranged into categories as not working
outside home for money, unskilled or skilled work, or agriculture. A composite
wealth index was computed using principal component analysis of household items
related to possession of durable assets, access to utilities and infrastructure, and
housing characteristics to assess the economic status of the mothers. Each woman was
ranked based on a household asset score and was assigned to wealth quintiles,
labelled as poorest, poorer, middle, richer and richest, each comprising of 20% of the
population. A detailed description on the methodology adopted to construct the
wealth index in IDHS dataset is given in the IDHS 2012 report1. Public messaging is
an important source of getting information for the woman and therefore, frequency of
listening to the radio/ reading newspaper and magazines is included to gauge the
mother’s level of perception regarding family health initiatives.
Statistical Analyses
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Data were downloaded from DHS site with due permission for analyses. Frequencies
with percentages are calculated for predictors and outcome variables. Relationships of
mothers’ social and demographic variables and healthcare outcomes data are stratified
according to seven regions with the dependent variables as ANC coverage and safe
delivery services. Chi-square tests are done to see associations and univariate logistic
regression analysis are performed to know about odds ratios and 95% confidence
interval (C.I.) for all predictors. Multivariate logistic regression analyses are
performed and adjusted Odds Ratios with 95% C.I. and p-values are presented in the
tables 14-16
. Statistical significance was set at P<0.05 17
. SPSS 21.0 statistical package
is used for the analyses (IBM SPSS 2012)18
.
Results
Population Characteristics of the study population for ANC services
The study population of 23809 births consisted of 6833 births in the Sumatra region,
4819 births in the Java region, 2093 births in the Lesser Sunda Islands region, 2440
births in the Kalimantan, 4483 births in the Sulawesi, 1573 births in the Maluku
Islands, and 1568 births in the Western New Guinea islands (Figure 1). Table 1
presents characteristics of mothers utilizing ANC services across the seven regions
including 2744 births in the Sumatra region, 2320 births in the Java region, 847 births
in the Lesser Sunda Islands, 999 births in the Kalimantan, 1525 births in Sulawesi,
467 births in Maluku Islands, and 559 births in the Western New Guinea islands. The
table shows the number of mothers in a particular category utilizing ANC services
with the accompanying percentage of the total number of mothers in that category. As
the age of the mother increases, utilization of ANC decreases across the seven regions
(p=0.001) especially for mothers above the age of 25 years. More births took place in
rural areas than urban areas in all regions except Java where more births took place in
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the urban areas. Most mothers and fathers were educated up to the secondary level.
The proportion of mothers utilizing ANC services increases as the level of education
of mothers and fathers increase (p=0.001). Most mothers were not working outside
home across the seven regions while most fathers were either in unskilled/ other
occupations (Sumatra, Lower Sunda islands, Kalimantan, Sulawesi) or did skilled
work (Java, Maluku and Western New Guinea islands). Except Java where most
mothers belonged to the richest wealth quintile, most mothers belonged to either
poorer (Sumatra, Lower Sunda islands) or poorest (Kalimantan, Sulawesi, Maluku
and Western New Guinea) wealth quintiles. Frequency of listening to radio/reading
newspapers/magazines was “at least once a week” in all regions except Sulawesi
which reported “not at all” as the most frequent response. There were 10168 births of
first order, 6483 of second order, 3468 of third order, 1731 of fourth order and 1959
of fifth and above order births. Most mothers received ANC for their first birth order
and most children were born alive.
Univariate Analyses for ANC services
Table 2 shows the results of univariate analyses with odds ratios and 95% C.I. of
socio-economic and demographic characteristics of mothers who received ANC
services according to the seven regions. The ANC services are utilized by only 6-18%
mothers above 30 years of age as compared with those in the 15-19 age groups across
all regions. ANC services are utilized by 94% in the Java region (OR 0.94, 95% CI
0.84-1.06) while they are utilized by less than 50% in Western New Guinea region
(OR 0.46, 95% CI 0.36-0.59) in the rural areas compared to urban areas of residence.
Except for Java island, there is a significant difference between those who utilize
ANC services in the other six regions between the urban and rural areas. Mothers with
primary and secondary level education use ANC services by two and six times,
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respectively, across the seven regions when compared to mothers with no formal
education except in Lesser Sunda Islands region where primary and no formal
education shows no difference. Mothers with higher than secondary education also
utilize ANC varyingly from two and half times (Lesser Sunda Islands OR 2.4, 95% CI
1.4-3.9) to nine times (Western New Guinea OR 8.9, 95% CI 5.6-14.4). Fathers with
primary, secondary and higher than secondary level education help mothers use these
services as compared with fathers with no formal education across the seven regions
except in Lesser Sunda Islands where educational qualifications of father does not
significantly affect mothers’ utilization of ANC services (OR 0.9, 95% CI 0.5-1.62;
OR1.2, 95% CI 0.7- 2.2 and OR 1.3, 95% CI 0.7-2.5), respectively. Mothers engaged
in agriculture are at a significant disadvantage in utilizing ANC services compared to
those not working outside home, skilled and unskilled workers in all the seven
regions. Mothers involved in unskilled work are not at a significant disadvantage in
utilizing ANC services compared to those not working outside home except in regions
like Sumatra and Western New Guinea where the difference was significant compared
to mothers not working outside home. Father’s occupation did not show any
difference in the Java region while in Kalimantan there was a difference between
skilled and unskilled workers but there was no difference between those not working
and those engaged in agriculture. In the other five regions, fathers occupied in
agriculture were at a significant disadvantage in accessing ANC services to those not
working, those engaged in skilled work and unskilled work. Utilization of ANC
services increases significantly by one and half to two times for those in poorer to
richest wealth quintiles across all regions excepts Western New Guinea where it
increases from two and half times to four times for those in poorer to richest quintiles
compared to those in the poorest wealth quintile. Utilization of ANC services in
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Sumatra, Lesser Sunda Islands and Kalimantan regions is not associated with
listening to radio and/or reading newspapers and magazines less than once a week
compared to not listening or reading newspapers at all. Those listening to radio and/or
reading newspapers and magazines at least once a week utilize ANC services by one
and half to two times more than those who do not across all regions except in Western
New Guinea region, where ANC utilization increases significantly by almost four and
half times (OR 4.6, 95%CI 1.9-11.2). As birth order increases from first to third birth
order, mothers show greater awareness and utilize ANC services compared at first
birth order across all regions. However, ANC utilization shows a decreasing trend
with 4th
and 5th
and above birth order. Those who reported the status of child at birth
as dead did not utilize ANC services compared to those whose child was alive at
birth.
Population Characteristics of study population for Safe Delivery
The total number of safe deliveries in Indonesia in the three years preceding the
survey is 10071 or 42.3% of the total burden of deliveries in Indonesia. These
comprised 3287 births in the Sumatra region, 2462 births in the Java region, 890
births in the Lesser Sunda Islands region, 1031 births in the Kalimantan, 1558 births
in the Sulawesi, 406 births in the Maluku Islands, and 437 births in the Western New
Guinea islands. Table 3 shows the number of mothers in a particular category
utilizing safe delivery services with the accompanying percentage of the total number
of mothers in that category. Most mothers who used safe delivery services were over
30 years old. More safe deliveries occurred in rural rather than urban place of
residence except in Java where it was the opposite. Most mothers and fathers were
educated up to the secondary level. Most mothers were not working outside home and
most fathers were engaged in skilled work in Java, Kalimantan, Maluku and Western
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New Guinea islands while they were engaged in unskilled or other work in Sumatra,
Lower Sunda and Sulawesi islands. Most families were in the richest quintile in the
Java islands, in poorer wealth quintile in Sumatra islands and in poorest wealth
quintile in the rest of the five regions. Most mothers who utilized safe delivery
services listened to radio, read newspapers/ magazines at least once a week. Most safe
deliveries were of first birth order and most children were reported to be alive.
Univariate Analyses for Safe Delivery Services
Table 4 presents the results of univariate analyses of socio-economic and
demographic characteristics of safe delivery according to seven regions in Indonesia.
Mothers who are 25 years and older have significantly less chances of safe delivery
compared with those in the 15-19 age group in the Sumatra, Java, Lesser Sunda
Islands, Kalimantan and Sulawesi while in Maluku and Western New Guinea islands,
mothers over 30 are less likely to have safe delivery. Mothers living in rural place of
residence have significantly less chances of safe delivery as compared to urban place
of residence in Sumatra, Java, Lesser Sunda Islands, Kalimantan, Sulawesi, Maluku
Islands and Western New Guinea islands, respectively. The chances of safe delivery
for mothers with primary and secondary and above level education increase by 2 to 23
times, in Sumatra, Java, Kalimantan, Sulawesi and Western New Guinea islands,
respectively when compared to mothers with no formal education. Fathers’ education
to secondary and higher level significantly increases the chances of safe delivery
compared to those fathers with no formal education. In Kalimantan, Sulawesi and
Western New Guinea, even upto primary level education of fathers shows significant
difference in utilization of safe delivery services compared with fathers with no
formal education. Mothers engaged in agriculture are at a disadvantage in all regions
compared to mothers not working outside home. But mothers engaged in skilled work
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are significantly advantaged in utilizing safe delivery services across all regions.
Mothers who are in unskilled or other jobs are at a significant disadvantage in having
safe delivery except in Java region where there is no difference between
unskilled/others and those not working outside home (OR 1.1, 95%CI 0.9-1.3).
Fathers who are in agriculture are at a statistically significant disadvantage compared
to those not working in ensuring safe delivery in all regions except Kalimantan and
Java regions. Fathers engaged in skilled work are at an advantage in all regions except
Maluku Islands region (OR 0.8, 95%CI 0.5-1.4) though this association is not
significant. Fathers engaged in unskilled work utilize safe delivery services on par
with those not working except in Western New Guinea region where they are two
times more likely to have safe delivery (OR 2.3, 95% CI 1.3 -4.0). As wealth index
increases safe deliveries increase from two to eight times in all regions. Those
listening to radio and/or reading newspapers and magazines less than once a week or
at least once a week are more likely to have safe deliveries by about two to four times
compared to those who do not, except in Sumatra region. In Sumatra, as birth order
increases from first to fourth birth order, mothers utilize safe delivery services though
there is no difference for the fifth and above birth order compared to first birth order.
In Java, there is significant difference from first to third but there is no difference for
fourth and fifth and above birth order. In Lesser Sunda islands, Sulawesi, and Maluku
islands, there is no significant difference between the first four birth orders but there
is a significant decline (30-40%) in ensuring safe deliveries for fifth and above birth
order. In Kalimantan and Western New Guinea islands, there is no difference between
first and higher birth orders. Those who reported the status of child at birth as dead
did not avail safe delivery services across all regions compared to those who reported
child as alive at birth.
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Multivariate Analyses
Findings of selected socio-economic and demographic predictors related to ANC
coverage and safe delivery services after adjusting mother’s age at childbirth,
mother’s occupation, father’s occupation, frequency of listening to radio/reading
newspaper/magazines, birth order and child status are presented in Table 5. Mothers
residing in rural areas are only slightly more likely (OR 1.02, 95%CI 0.9-1.1) to
receive ANC than those living in urban areas. However, mothers living in rural areas
are 14% less likely (OR 0.86, 95%CI 0.80-0.92) to have safe delivery compared to
those in urban areas. Different regions show significant differences in utilization of
ANC. ANC utilization is significantly more in Java and Lesser Sunda Islands,
compared to Sumatra and Kalimantan regions. Safe delivery services show no
difference in Java and Lesser Sunda Islands but are significantly less in Kalimantan,
Sulawesi, Maluku Islands and Western New Guinea islands when compared to
Sumatra region. An increase in wealth index ensures better utilization of ANC and
safe delivery services. Mother’s education and father’s education have comparable
and significant roles both in utilization of ANC services and in ensuring safe delivery.
No formal education is a disadvantage in utilization of ANC and safe delivery
services while higher than secondary level education of mothers is an advantage in
utilization of ANC services (OR 6.2, 95% CI 4.87-7.85) and ensuring safe delivery
(OR 10.37, 95% CI 8.06-13.3). Listening to radio/ reading newspapers and magazines
at least once a week has an impact on utilization of ANC and safe delivery services.
However, listening to radio/reading news less than once a week has an impact on safe
delivery but not on ANC services where not listening to radio/reading newspapers and
magazines or listening to radio/reading newspapers and magazines less than once a
week make no difference.
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Discussion
This study examines the factors that affect the utilization of ANC and safe delivery
services in Indonesia. Since Indonesia is geographically spread over a wide area, there
are regional disparities in the utilization of ANC and safe delivery services across its
many islands. Our study proves that there are socio-economic and demographic
disparities that affect the use of ANC and safe delivery services and these need to be
addressed urgently.
Multivariate analyses show that there are no differences in the utilization of ANC
services among the rural and urban areas. This is against the disparities associated
with mothers living in urban and rural areas in other studies 19-22
. It is also against our
own univariate findings that highlight disparities in utilization of ANC services across
the seven regions. This may be due to adjusting of other important variables for ANC
services like age, education and wealth quintile in the study.
Multivariate analyses reveals that compared to Sumatra mothers in Java and Lesser
Sunda islands are significantly better, Kalimantan is comparable while mothers in
Sulawesi, Maluku and Western New Guinea islands are significantly disadvantaged in
utilizing ANC services. Though regional disparities are known to exist in Indonesia,
multivariate results are closer to the univariate results in Java. This may be because
58% of Indonesia’s population resides in Java 23
. It justifies the need to disaggregate
the data so that regional disparities are brought into focus.
It is known that differences in wealth index affect mothers utilizing ANC services 24-
27. Our univariate analyses reveals that mothers in richer and richest wealth quintiles
are two times more likely in Java, Sumatra and Kalimantan and three times more
likely in Sulawesi, Maluku and Western New Guinea islands to utilize ANC services
than those in the poorest wealth quintile.
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While differences in education levels of both mothers and fathers affects ANC
utilization, mothers’ education level has proved to be a significant factor in utilization
of ANC services 7, 19, 21, 28
. Mothers educated up to primary, secondary and higher
levels utilize ANC services by almost two, three and six times more than those who
have received no education. It is also significant that listening to radio/ reading
newspapers and magazines at least once a week significantly affects the utilization of
ANC services7.
Multivariate Analyses of Safe Delivery services show that safe deliveries are
significantly less in the rural areas compared to urban areas29-31
. While Sumatra, Java
and Lesser Sunda islands are comparable in mothers’ utilization of safe delivery
services, mothers are significantly disadvantaged in Kalimantan, Sulawesi, Maluku
and Western New Guinea islands. Wealth differentials affect the use of safe delivery
services while low education levels of mothers are disadvantageous to their use of
safe delivery services. Though there is no significant difference between fathers with
no formal education and educated up to only primary level, fathers with secondary
and higher levels of education are positively associated with the use of safe delivery
services in Indonesia. Listening to radio/reading newspapers and magazines also
affects the use of safe delivery services positively.
Thus, in low-middle income countries, including Indonesia, access to safe delivery
services remains a great challenge32-33
. This along with the fact of low household
health insurance coverage and high out-of-pocket spending on health impedes
universal health coverage34
. These need to be corrected further because regional and
wealth inequalities affect maternal mortality and U5M in Indonesia.
Conclusion
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We surmise that ANC services have increased nominally from the last IDHS survey.
However, since it is still not 100%, we need to look at factors affecting poor coverage
by ANC and safe delivery services. Poor utilization of these services is related to a
complex set of social and demographic factors that affect the use, accessibility,
affordability and perception about the need and utility of such services35-37
. While
being poor with no formal education was a deterrent to accessing ANC services, the
odds of utilizing ANC and safe delivery services were significantly less in the
Sulawesi, Maluku and Western New Guinea islands. This means that the areas
covered by trained nurses/midwives are increased and special incentives are offered to
train women social workers in the Sulawesi, Maluku and Western New Guinea
islands. The study recommends that disaggregated regional targets be set so as to
further reduce maternal mortality rates in Indonesia.
Competing Interests
VT & RS declare that they have no competing interests.
Funding
The authors declare there was no funding for this research.
Author Contributions
VT and RS conceived and designed the study, analysed the data, and equally
contributed and reviewed drafts of the paper.
Data Sharing
The DHS website provides access to data upon submission and approval for a
proposal of study: http://dhsprogram.com/data/new-user-registration.cfm.
References
1. Statistics Indonesia (Badan Pusat Statistik—BPS), National population and
family planning board (BKKBN), and Kementerian Kesehatan (Kemenkes-
Page 16 of 33
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For peer review only
17
MOH), and ICF International. 2013. Indonesia demographic and health
survey 2012 (IDHS 2012). Jakarta: BPS, BKKBN, Kemenkes, and ICF
International 2013.
2. United Nations. The millennium development goals report 2015. New York:
United Nations 2015.
http://www.un.org/millenniumgoals/2015_MDG_Report/pdf/MDG%202015
%20rev%20(July%201).pdf (accessed 19 Oct 2016).
3. UNICEF. Committing to child survival: a promise renewed - progress report
2015. New York: UNICEF 2015.
http://www.apromiserenewed.org/wpcontent/uploads/2015/09/APR_2015_8_
Sep_15.pdf (accessed 11 Nov 2016).
4. United Nations: Transforming our world: The 2030 agenda for sustainable
development. New York: United Nations. 2015.
http://www.undp.org/content/dam/undp/library/corporate/brochure/SDGs_Boo
klet_Web_En.pdf (accessed 11 Nov 2016).
5. UNICEF Indonesia. Children in Indonesia: the early years- from birth to 5
years old. Jakarta: UNICEF Indonesia 2016.
http://www.unicef.org/indonesia/children.html (accessed 9 Jun 2016).
6. Statistics Indonesia (Badan Pusat Statistik—BPS) and Macro International.
Indonesia Demographic and Health Survey 2007. Calverton, Maryland: BPS
and Macro International 2008.
7. Titaley CR, Dibley MJ, Roberts CL. Factors associated with underutilization
of antenatal care services in Indonesia: results of Indonesia demographic and
health survey 2002/2003 and 2007. BMC Public Health 2010; 10: 485.
8. Paul VK, Sachdev HS, Mavalankar D, et al. Reproductive health, and child
health and nutrition in India: meeting the challenge. Lancet 2012; 377:332–49.
9. Singh PK, Rai RK, Alagarajan M, et al. Determinants of maternity care
services utilization among married adolescents in rural India. PLoS ONE
2012; 7(2): e31666.
10. World Health Organisation. Provision of effective antenatal care: integrated
management of pregnancy and childbirth (IMPAC). Standards for maternal
and neonatal care (1.6), Department of making pregnancy safer. Geneva:
World Health Organisation 2006.
Page 17 of 33
For peer review only - http://bmjopen.bmj.com/site/about/guidelines.xhtml
BMJ Open
123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960
on March 1, 2020 by guest. P
rotected by copyright.http://bm
jopen.bmj.com
/B
MJ O
pen: first published as 10.1136/bmjopen-2016-013408 on 3 F
ebruary 2017. Dow
nloaded from
For peer review only
18
http://www.who.int/reproductivehealth/publications/maternal_perinatal_health
/effective_antenatal_care.pdf (accessed 9 June 2016).
11. World Health Organization. Making pregnancy safer: the critical role of the
skilled attendant. a joint statement by WHO, ICM and FIGO. Geneva: World
Health Organization 2004.
12. Katti V. Regional disparities in Nepal. Int Stud 1987; 24: 209–224.
13. Sreeramareddy CT, Kumar HNH, Sathian B. Time Trends and Inequalities of
Under-Five Mortality in Nepal: A Secondary Data Analysis of Four
Demographic and Health Surveys between 1996 and 2011. PLoS ONE 2013;
8(11): e79818.
14. Harrell FE. Regression modelling strategies with application to linear models,
logistic regression and survival analysis. Berlin: Springer-Verlag 2001.
15. Hosmer Jr DW Lemeshow S, Sturdivant RX. Applied logistic regression, 3rd
Edition. New York: John Wiley & Sons 2013.
16. Kleinbaum DG, Kupper LL, Muller KE, Nizam A. Applied regression
analysis and multivariable method, 3rd edition. Belmont: Duxbury Press
1998.
17. Correia MIT, Waitzberg DL. The impact of malnutrition on morbidity,
mortality, length of hospital stay and costs evaluated through a multivariate
model analysis. Clin Nutr 2003; 22(3): 235-239.
18. IBM SPSS. Statistics for windows. Version 21.0. Armonk: IBM Corp 2012.
19. Agus Y and Horiuchi S. Factors influencing the use of antenatal care in rural
West Sumatra, Indonesia. BMC Pregnancy Childbirth 2012; 12:9.
20. Doctor HV. Intergenerational differences in antenatal care and supervised
deliveries in Nigeria. Health Place 2011; 17(2): 480-489.
21. Pallikadavath S, Foss M and Stones RW. Antenatal care: provision and
inequality in rural north India. Soc Sci Med 2004; 59(6): 1147-1158.
22. Ansariadi A, Manderson L and Manderson L. Antenatal care and women’s
birthing decisions in an Indonesian setting: does location matter. Rural Remote
Health 2015; 15(2): 2959.
Page 18 of 33
For peer review only - http://bmjopen.bmj.com/site/about/guidelines.xhtml
BMJ Open
123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960
on March 1, 2020 by guest. P
rotected by copyright.http://bm
jopen.bmj.com
/B
MJ O
pen: first published as 10.1136/bmjopen-2016-013408 on 3 F
ebruary 2017. Dow
nloaded from
For peer review only
19
23. World Population Review. Indonesia population 2016. Walnut, CA: World
Population Review 2016.
http://worldpopulationreview.com/countries/indonesia-population/ (accessed
11 Jun 2016).
24. Titaley CR, Hunter CL, Dibley MJ, et al. Why do some women still prefer
traditional birth attendants and home delivery?: a qualitative study on delivery
care services in West Java province, Indonesia. BMC Pregnancy Childbirth
2010; 10: 43.
25. Simkhada B, van Teijlingen ER, Porter M, et al. Factors affecting the
utilization of antenatal care in developing countries: systematic review of the
literature. J Adv Nurs 2008; 61(3): 244-260.
26. Furuta M, Salway S. Women’s position within the household as a determinant
of maternal health care use in Nepal. Int Fam Plan Perspect 2006; 32(1): 17–
27.
27. Lagarde M, Haines A, Palmer N .Conditional cash transfers for improving
uptake of health interventions in low- and middle-income countries: a
systematic review. JAMA 2007; 298 (16): 1900-10.
28. Taguchi N, Kawabata M, Maekawa M, et al. Influence of socio-economic
background and antenatal care programmes on maternal mortality in
Surabaya, Indonesia. Trop Med Int Health 2003; 8: 847–52.
29. Ronsmans C, Scott S, Qomariyah SN, et al. Professional assistance during
birth and maternal mortality in two Indonesian districts. Bull World Health
Organ 2009; 87(6): 416-23.
30. Thind A, Banerjee K. Home deliveries in Indonesia: who provides
assistance?. J Community Health 2004; 29(4): 285-303.
31. Titaley CR, Dibley MJ, Roberts CL. Factors associated with non-utilisation of
postnatal care services in Indonesia. J Epidemiol Community Health 2009;
63(10): 827-831.
32. Darmstadt GL, Lee AC, Cousens S, et al. 60 million non-facility births: who
can deliver in community settings to reduce intrapartum-related deaths?. Int J
Gynaecol Obstet 2009; 107:S89-112.
33. Titaley CR, Dibley MJ, Roberts CL, et al. Type of delivery attendant, place of
delivery and risk of early neonatal mortality: analyses of the 1994–2007
Page 19 of 33
For peer review only - http://bmjopen.bmj.com/site/about/guidelines.xhtml
BMJ Open
123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960
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rotected by copyright.http://bm
jopen.bmj.com
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MJ O
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nloaded from
For peer review only
20
Indonesia Demographic and Health Surveys. Health Policy Plan 2012; 27(5):
405-416.
34. Harimurti P, Pambudi E, Pigazzini A, et al. NICO studies series 8: the nuts &
bolds of Jamkesmas, Indonesia’s Government-financed health coverage
program for the poor and near-poor. Washington DC: World Bank 2013.
http://www.indonesia-investments.com/upload/documenten/world-bank-
jamkesmas-indonesia-investments.pdf (accessed on 12 Jun 2016).
35. World Health Organisation. Health statistics and information systems.
Geneva: World Health Organisation 2012.
http://www.who.int/gho/publications/world health statistics/2012/en/
(accessed 10 Jun 2016).
36. World Health Organisation. Levels & trends in child mortality: estimates
developed by the UN inter-agency group for child mortality estimation.
Geneva: World Health Organisation 2012.
http://www.childinfo.org/files/Child Mortality Report 2012.pdf (accessed 10
Jun 2016).
37. Paxton A, Wardlaw T. Are we making progress in maternal mortality?. N Engl
J Med 2011; 364:1990–1993.
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Table 1: Socio-economic and demographic characteristics influencing utilization of ANC services according to regions in Indonesia, IDHS-2012.
Sumatra
region Java Region
Lesser Sunda
Islands Region
Kalimantan
Region
Sulawesi
Region
Maluku islands
Region
Western New
Guinea region
Variable ANC(2744) ANC (2320) ANC (847) ANC(999) ANC (1525) ANC (467) ANC(559)
Age(Years)
15-19 89(75.4) 92(90.2) 35(85.4) 77(82.8) 108(76.6) 20(66.7) 19(51.4)
20-24 550(71.8) 496(85.2) 187(70.6) 252(72.6) 362(59.9) 111(54.4) 90(36.3)
25-29 859(49.5) 659(58.1) 254(49.7) 271(47.6) 386(43.7) 113(36.8) 121(32.2)
30+ 1246(29.6) 1043(34.8) 371(29.1) 399(27.9) 669(23.4) 223(21.6) 143(15.8)
P-value 0.001 0.001 0.001 0.001 0.001 0.001 0.001
Place of Residence
Urban 1189(44) 1529(48) 354(48.6) 434(44.3) 605(39.3) 179(33.9) 163(34.2)
Rural 1555(37.7) 791(46.5) 493(36.1) 565(38.7) 920(31.3) 288(27.6) 210(19.2)
P-value 0.001 0.32 0.001 0.005 0.001 0.009 0.001
Mother’s Education
No education 27(16.4) 13(21) 30(32.6) 13(13.1) 29(12.3) 5(12.5) 41(10.3)
Primary 691(31.3) 615(36.3) 271(32) 322(34.1) 466(25.6) 115(22.4) 85(18.1)
Secondary 1612(43.9) 1330(54.1) 433(46) 544(46.2) 790(40.3) 269(31.5) 181(31.7)
Higher 414(52.5) 332(55.2) 113(53.6) 120(54.8) 240(51.6) 78(47) 66(50.8)
P-value 0.001 0.001 0.001 0.001 0.001 0.001 0.001
Father’s Education
No education 16(14.2) 15(27.3) 19(38.8) 14(18.7) 32(17.4) 6(16.7) 17(8.1)
Primary 753(3.3) 606(38.5) 280(35.3) 296(32.8) 514(28.1) 96(21.6) 70(17.4)
Secondary 1669(44.2) 1327(52.1) 422(43.1) 550(45.7) 765(38.3) 284(31.6) 217(28.8)
Higher 303(46.5) 341(53.8) 124(45.8) 139(53.9) 211(45.3) 78(41.5) 65(36.3)
P-value 0.001 0.001 0.002 0.001 0.001 0.001 0.001
Mother’s occupation
Not working
outside home 1342(43.8) 1210(46.8) 319(42) 526(44.3) 811(34.8) 263(31.9) 201(30.1)
Skilled 814(42.3) 683(49) 241(45.8) 277(43.9) 453(39.6) 130(33.6) 106(36.3)
Agriculture 317(31.0) 82(38) 142(33.3) 119(28.6) 140(22.7) 45(18.3) 48(11.4)
Unskilled/others 268(32.8) 313(50.4) 145(38) 75(36.9) 115(30.5) 29(25) 16(8.7)
P-value 0.001 0.008 0.001 0.001 0.001 0.001 0.001
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Continued….
Sumatra region Java Region Lesser Sunda
Islands Region
Kalimantan
Region
Sulawesi
Region
Maluku islands
Region
Western New
Guinea region
Variable ANC(2744) ANC(4819) ANC(847) ANC(999) ANC(1525) ANC(467) ANC(559)
Father’s occupation
Not working 34(42) 29(42) 17(54.8) 7(28) 29(38.2) 21(38.9) 22(24.7)
Skilled work 844(45.8) 1042(49.4) 266(45.1) 354(46.6) 491(40.1) 155(35.4) 147(31.5)
Agriculture 764(34.9) 218(41.1) 228(32.4) 235(32.2) 443(27) 138(22.2) 97(14.8)
Unskilled/ others 1049(40.3) 999(47.4) 336(43.8) 403(43.6) 554(36.3) 152(33.2) 106(29.9)
P-value 0.001 0.006 0.001 0.001 0.001 0.001 0.001
Wealth Quintile
Poorest 587(31.4) 186(35.8) 38(33.6) 328(35.3) 597(27.1) 191(24.2) 152(16.2)
Poorer 639(41.3) 352(45.7) 187(42.9) 268(41.7) 328(38.7) 103(29.9) 65(32.7)
Middle 604(45.5) 447(47.2) 131(46.0) 176(45.8) 253(38.2) 86(38.6) 68(38)
Richer 537(44.9) 611(50.3) 113(49.1) 121(47.5) 214(45.7) 61(40.9) 50(43.1)
Richest 377(43.6) 694(50.8) 108(48) 106(46.5) 133(44.5) 26(38.8) 28(37.8)
P-value 0.001 0.001 0.001 0.001 0.001 0.001 0.001
Frequency of listening to radio/reading newspaper/magazine
Not at all 222(30.2) 140(34.7) 242(34.5) 76(33) 165(22.3) 115(23.3) 124(15.2)
Less than once a week 48(28.7) 58(52.3) 30(40) 16(47.1) 42(32.3) 8(44.4) 9(45)
At least once a week 2474(41.7) 2092(48.6) 575(43.7) 907(41.7) 1318(36.5) 344(32.4) 493(32.7)
P-value 0.001 0.001 0.001 0.03 0.001 0.001 0.001
Birth order
1st 982(33.1) 964(40.6) 318(35.4) 407(36.9) 507(29.5) 145(26) 118(21.7)
2nd 863(44.8) 781(56.3) 236(41.8) 293(44.2) 438(37.5) 108(27.7) 90(23.5)
3rd
495(49) 337(56.7) 15(47.8) 159(46.2) 266(38.4) 95(36.3) 70(27.9)
4th 233(49.3) 107(46.3) 71(46.1) 75(44.6) 156(39.2) 47(31.3) 39(24.9)
5Th & above 171(37.3) 101(43.2) 72(44.4) 65(40.1) 158(31.9) 72(33.8) 56(23.9)
P value 0.001 0.001 0.001 0.004 0.02 0.46
Child status
Dead 38(10.2) 50(21.9) 25(16.2) 22(14.8) 36(10.1) 12(9.4) 206(11.7)
Alive 2706(41.9) 224(48.8) 822(42.4) 977(42.6) 1489(36.1) 455(31.5) 353(25.3)
P-value 0.001 0.001 0.001 0.001 0.001 0.001 0.001
Page 22 of 33
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Table 2: Univariate analyses of socio-economic and demographic factors influencing utilization of ANC services according to regions in
Indonesia, IDHS-2012
Sumatra region Java Region Lesser Sunda
Islands Region
Kalimantan
Region
Sulawesi
Region
Maluku islands
Region
Western New
Guinea region
Variable OR & 95%CI OR & 95%CI OR & 95%CI OR & 95%CI OR & 95%CI OR & 95%CI OR & 95%CI
Age (Years)
15-19 1 1 1 1 1 1 1
20-24 0.83(0.53-1.3) 0.63(0.32-1.3) 0.41(0.17-1.02) 0.55(0.31-0.99) 0.46(0.30-0.70) 0.60(0.27-1.34) 0.54(0.27-1.08)
25-29 0.32(0.21-0.50) 0.15(0.08-0.3) 0.17(0.07-0.41) 0.19(0.11-0.33) 0.24(0.16-0.36) 0.30(0.13-.64) 0.45(0.23-0.89)
30+ 0.14(0.09-0.21) 0.06(0.03-0.11) 0.07(0.03-0.17) 0.08(0.05-0.14) 0.09(0.86-0.14) 0.14(0.06-0.30) 0.18(0.09-0.35)
Place of Residence
Urban 1 1 1 1 1 1 1
Rural 0.77(0.7-0.8) 0.94(0.84-1.06) 0.60(0.5-0.7) 0.8(0.67-0.93) 0.7(0.62-0.8) 0.74(0.6-0.93) 0.46(0.36-0.59)
Mother’s Education
No education 1 1 1 1 1 1 1
Primary 2.3(1.5-3.5) 2.0(1.2-3.9) 0.97(0.6-1.5) 3.4(1.9-6.2) 2.5(1.6-3.7) 2.0(0.8-5.3) 1.9(1.3-2.9)
Secondary 4.0(2.6-6.1) 4.4(2.4-8.2) 1.8(1.1-2.8) 5.7(3.1-10.3) 4.8(3.2-7.2)) 3.2(1.2-8.3) 4.0(2.8-5.8)
Higher 5.6(3.7-8.7) 4.7(2.5-8.8) 2.4(1.4-3.9) 8.0(4.2-15.2) 7.6(5.0-11.7) 6.2(2.3-16.6) 8.9(5.6-14.4)
Father’s Education
No education 1 1 1 1 1 1 1
Primary 3.0(1.7-5.1) 1.7(0.9-3.0) 0.9(0.5-1.62) 2.1(1.2-3.9) 1.9(1.2-2.8) 1.4(0.6-3.4) 2.4(1.4-4.2)
Secondary 4.8(2.8-8.2) 2.9(1.6-5.3) 1.2(0.7-2.2) 3.7(2.0-6.6) 2.9(2.0-4.4) 2.3(1.0-5.6) 4.6(2.7-7.7)
Higher 5.3(3.8-9.2) 3.1(1.7-5.7) 1.3(0.7-2.5) 5.1(2.7-9.6) 3.9(2.6-6.0) 3.5(1.4-8.9) 6.4(3.6-11.5)
Mother’s occupation
Not working outside home
1 1 1 1 1 1 1
Skilled 0.9(0.8-1.1) 1.1(0.9-1.2) 1.2(0.9-1.5) 1.0(0.8-1.2) 1.2(1.1-1.4) 1.1(0.8-1.4) 1.3(1.0-1.8)
Agriculture 0.6(0.5-0.7) 0.7(0.5-0.9) 0.7(0.5-0.8) 0.5(0.4-0.6) 0.5(0.4-0.7) 0.5(0.3-0.7) 0.3(0.2-0.4)
Unskilled/ others 0.6(0.53-0.7) 1.2(0.9-1.4) 0.8(0.7-1.1) 0.7(0.5-1.0) 0.8(0.6-1.04) 0.7(0.45-1.1) 0.2(0.1-0.4)
Page 23 of 33
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Continued….
Sumatra
Region
Java Region Lesser Sunda
Islands Region
Kalimantan
Region
Sulawesi
Region
Maluku islands
Region
Western New
Guinea region
Variable OR & 95%CI OR & 95%CI OR & 95%CI OR & 95%CI OR & 95%CI OR & 95%CI OR & 95%CI
Father’s occupation
Not working 1 1 1 1 1 1 1
Skilled work 1.2(0.7-1.8) 1.3(0.8-2.2) 0.7(0.3-1.4) 2.2(0.9-5.4) 1.1(0.7-1.7) 0.9(0.5-1.5) 1.4(0.8-2.4)
Agriculture 0.7(0.5-1.2) 1.0(0.6-1.6) 0.4(0.2-0.8) 1.2(0.5-3.0) 0.6(0.4-1.0) 0.4(0.3-08) 0.5(0.3-0.9)
Unskilled others 0.9(0.6-1.5) 1.3(0.8-2.0) 0.6(0.3-1.3) 1.9(0.8-4.8) 0.9(0.6-1.5) 0.8(0.4-1.4) 1.3(0.8-2.2)
Wealth Quintile
Poorest 1 1 1 1 1 1 1
Poorer 1.5(1.3-1.8) 1.5(1.2-1.9) 1.5(1.2-1.9) 1.3(1.1-1.6) 1.7(1.4-2.0) 1.5(1.0-1.8) 2.5(1.8-3.5)
Middle 1.8(1.5-2.0) 1.6(1.3-2.0) 1.7(1.3-2.2) 1.6(1.2-2.0) 1.6(1.3-2.0) 2.0(1.4-2.7) 3.2(2.2-4.5)
Richer 1.8(1.5-2.1) 1.8(1.5-2.2) 1.9(1.4-2.6) 1.7((1.3-2.2) 2.3(1.9-2.8) 2.2(1.5-3.1) 3.9(2.6-5.9)
Richest 1.7(1.4-2.0) 1.9(1.5-2.3) 1.8(1.4-2.5) 1.6(1.2-2.0) 2.2(1.7-2.8) 2.0(1.2-3.3) 3.0(1.9-5.2)
Frequency of listening to radio/reading newspaper/magazine
Not at all 1 1 1 1 1 1 1
Less than once a week 0.9(0.6-1.4) 2.0(1.3-3.2) 1.3(0.8-2.1) 1.8(0.9-3.7) 1.7(1.1-2.5) 2.6(1.0-6.8) 4.6(1.9-11.2)
At least once a week 1.7(1.4-2.0) 1.8(1.4-2.2) 1.5(1.2-1.8) 1.4(1.1-1.9) 2.0(1.7-2.4) 1.6(1.2-2.0) 2.7(2.0-3.5)
Birth order
1st 1 1 1 1 1 1 1
2nd
1.6(1.5-1.8) 1.9(1.6-2.0) 1.3(1.0-1.6) 1.4(1.1-1.6) 1.4(1.2-1.7) 1.0(0.8-1.5) 1.1(0.8-1.5)
3rd 1.9(1.7-2.2) 1.9(1.6-2.3) 1.7(1.3-2.2) 1.5(1.2-1.9) 1.5(1.2-1.8) 1.6(1.2-2.2) 1.4(1.0-2.0)
4th 2.0(1.6-2.4) 1.3(1.0-1.7) 1.6(1.1-2.2) 1.4(1.0-1.9) 1.6(1.2-1.9) 1.3(0.9-1.9) 1.2(0.8-1.8)
5Th & above 1.2(1.0-1.5) 1.1(0.8-1.5) 1.5(1.0-2.0) 1.1(0.8-1.6) 1.1(0.9-1.4) 1.5(1.0-2.0) 1.1(0.8-1.6)
Child status
Dead 1 1 1 1 1 1 1
Alive 6.3(4.4-8.8) 3.4(2.5-4.7) 3.8(2.5-5.9) 43(2.7-6.8) 5(3.5-7.1) 4.4(2.4-8.1) 2.6(1.6-4.1)
Page 24 of 33
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Table 3: Socio-economic and demographic characteristics influencing utilization of safe delivery services according to regions in
Indonesia, IDHS2012.
Sumatra
Region
Java Region Lesser Sunda
Islands Region
Kalimantan
Region
Sulawesi
Region
Maluku islands
Region
Western New
Guinea Region
Variable Safe delivery
(3287)
Safe delivery
(2462)
Safe delivery
(890)
Safe delivery
(1031)
Safe delivery
(1558)
Safe delivery
(406)
Safe delivery
(437)
Age (Years)
15-19 90(76.2) 81(79.4) 34(82.9) 70(75.3) 89(63.1) 10(33.3) 18(48.6)
20-24 607(79.2) 474(81.6) 190(71.7) 238(68.6) 347(57.5) 101(49.5) 99(39.9)
25-29 1056(60.8) 740(65.2) 284(55.6) 288(50.6) 402(45.5) 111(36.2) 142(37.8)
30+ 1534(36.4) 1167(38.9) 382(29.9) 435(30.4) 720(25.2) 184(17.8) 178(19.6)
P value 0.001 0.001 0.001 0.001 0.001 0.001 0.001
Place of Residence
Urban 1502(55.6) 1751(55) 418(57.4) 509(52) 707(45.9) 193(36.6) 216(45.3)
Rural 1785(43.2) 711(43.5) 472(34.6) 522(35.7) 851(28.9) 213(20.4) 221(20.3)
P value 0.001 0.001 0.001 0.001 0.001 0.001 0.001
Mother’s Education
No education 30(18.2) 9(14.5) 24(26.1) 13(13.1) 19(8.1) 4(10) 31(7.8)
Primary 753(34.1) 569(33.5) 239(28.2) 293(31) 378(20.7) 61(11.9) 92(19.6)
Secondary 1972(53.8) 1469(59.7) 475(50.4) 578(49.1) 857(43.7) 256(30) 228(39.9)
Higher 532(67.4) 415(69.1) 152(72) 147(67.1) 304(65.4) 85(51.2) 86(66.2)
P value 0.001 0.001 0.001 0.001 0.001 0.001 0.001
Father’s Education
No education 33(29.2) 16(29.1) 13(26.5) 13(17.3) 26(14.1) 3(8.3) 9(4.3)
Primary 817(35.87) 556(35.3) 253(31.9) 265(29.3) 454(24.8) 48(10.8) 66(16.4)
Secondary 2027(53.7) 1470(57.7) 463(47.3) 592(49.2) 814(40.7) 264(29.4) 272(36.1)
Higher 408(62.7) 418(65.9) 160(59) 161(62.4) 260(55.8) 88(46.8) 84(46.9)
P value 0.001 0.001 0.001 0.001 0.001 0.001 0.001
Mother’s occupation
Not working outside
home
1622(53) 1271(49.2) 353(46.5) 543(45.7) 849(36.5) 227(27.5) 241(36.1)
Skilled 998(51.8) 800(57.4) 283(53.8) 315(49.7) 508(44.4) 138(35.7) 138(47.3)
Agriculture 343(33.5) 66(30.6) 111(26.1) 107(25.7) 81(13.1) 26(10.6) 37(8.8)
Unskilled/others 321(39.2) 322(51.9) 143(37.4) 64(25.7) 112(29.7) 15(12.6) 18(9.8)
P-value 0.001 0.001 0.001 0.001 0.001 0.001 0.001
Page 25 of 33
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Continued
Sumatra
region
Java Region Lesser Sunda
Islands Region
Kalimanta
Region
Sulawesi
Region
Maluku
islands Region
Western New
Guinea Region
Variable Safe delivery
(3287)
Safe delivery
(2462)
Safe delivery
(890)
Safe delivery
(1031)
Safe delivery
(1558)
Safe delivery
(406)
Safe delivery
(437)
Father’s occupation
Not working 41(50.6) 31(44.9) 17(54.8) 10(40) 31(40.8) 23(42.6) 21(23.6)
Skilled work 1148(58.8) 1199(56.8) 321(54.4) 411(54.2) 572(46.7) 165(37.7) 199(42.6)
Agriculture 859(39.2) 211(39.8) 200(28.4) 200(27.4) 352(21.4) 84(13.5) 67(10.2)
Unskilled/others 1236(47.4) 1018(48.3) 352(45.8) 410(44.4) 593(38.9) 134(29.3) 147(41.5)
P-value 0.001 0.001 0.001 0.001 0.001 0.001 0.001
Wealth Quintile
Poorest 662(35.4) 160(30.8) 265(28.9) 287(30.9) 499(22.6) 112(14.2) 162(16.2)
Poorer 757(48.9) 348(45.2) 196(45) 270(42) 339(40) 91(26.4) 79(39.7)
Middle 724(53.4) 480(50.7) 155(54.4) 204(53.1) 301(45.5) 95(42.6) 89(49.7)
Richer 655(54.8) 663(54.6) 138(60) 140(54.9) 262(56) 75(50.3) 71(61.2)
Richest 489(56.5) 811(59.3) 136(60.4) 130(57) 157(52.5) 33(49.3) 36(48.6)
P-value 0.001 0.001 0.001 0.001 0.001 0.001 0.001
Frequency of listening to radio/reading newspaper/magazine
Not at all 259(35.2) 137(33.9) 208(29.7) 65(28.3) 131(17.7) 90(18.2) 120(14.7)
Less than once a week 61(36.5) 63(56.8) 32(42.7) 17(50) 37(28.5) 10(55.6) 10(50)
At least once a week 2967(50) 2262(52.6) 650(49.4) 949(43.6) 1390(38.5) 306(28.8) 307(41.9)
P-value 0.001 0.001 0.001 0.001 0.001 0.001 0.001
Birth order
1st 1295(43.6) 1084(45.7) 387(43.1) 439(39.8) 598(34.6) 159(28.5) 153(28.2)
2nd
955(49.6) 820(59.1) 244(43.2) 292(44) 425(36.4) 99(25.4) 108(28.2)
3rd
565(55.9) 350(58.9) 142(45.2) 157(45.6) 250(36.1) 69(26.3) 74(29.5)
4th 263(55.6) 106(45.9) 63(40.9) 77(45.8) 147(36.9) 36(24) 48(30.6)
5Th
& above 210(45.9) 102(43.6) 54(33.3) 66(40.7) 138(27.8) 43(20.2) 54(23.1)
P-value 0.001 0.001 0.14 0.18 0.01 0.20 0.46
Child status
Dead 86(23.2) 80(35.1) 32(20.8) 31(20.8) 51(14.3) 12(9.4) 24(14)
Alive 3201(49.5) 2382(51.9) 858(44.2) 1000(43.6) 1567(36.5) 394(27.3) 413(29.6)
P-value 0.001 0.001 0.001 0.001 0.001 0.001 0.001
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Table 4: Univariate analyses of socio-economic and demographic factors influencing utilization of safe delivery services according to regions
in Indonesia, IDHS-2012.
Sumatra region Java Region Lesser Sunda
Islands Region
Kalimantan
Region
Sulawesi
Region
Maluku islands
Region
Western New
Guinea region
Variable OR & 95%C.I. OR & 95%C.I. OR & 95%C.I. OR & 95%C.I. OR & 95%C.I. OR & 95%C.I. OR & 95%C.I.
Age (Years)
15-19 1 1 1 1 1 1 1
20-24 1.2(0.8-1.9) 1.1(0.7-1.9) 0.5(0.2-1.2) 0.7(0.4-1.2) 0.8(0.5-1.2) 2.0(0.9-4.4) 0.7(0.4-1.4)
25-29 0.5(0.3-0.7) 0.5(0.3-0.8) 0.3(0.1-0.6) 0.3(0.2-0.6) 0.5(0.3-0.7) 1.1(0.5-2.5) 0.6(0.3-1.3)
30+ 0.2(0.1-0.3) 0.2(0.1-0.3) 0.1(0.04-0.2) 0.1(0.09-0.2) 0.2(0.1-0.3) 0.4(0.2-0.9) 0.3(0.1-0.5)
Place of Residence
Urban 1 1 1 1 1 1 1
Rural 0.6(0.5-0.7) 0.6(0.56-0.71) 0.4(0.3-0.5) 0.5(0.4-0.6) 0.5(0.4-0.5) 0.4(0.3-0.6) 0.3(0.2-0.47)
Mother’s Education
No education 1 1 1 1 1 1 1
Primary 2.3(1.6-3.5) 3.0(1.5-6.0) 1.1(0.7-1.8) 3.0(1.6-5.4) 3.0(1.8-4.8) 1.2(0.4-3.5) 2.9(1.9-4.4)
Secondary 5.2(3.5-7.8) 8.7(4.0-17.7) 2.9(1.8-4.7) 6.4(3.5-11.6) 8.9(5.5-14.3) 3.9(1.4-11.0) 7.8(5.2-11.7)
Higher 9.3(6.1-14.2) 13.0(6.0-27.0) 7.3(4.0-12.7) 13.5(7.0-25.8) 21.6(13-35.8) 9.4(3.2-27.7) 23.0(13.7-38.7)
Father’s Education
No education 1 1 1 1 1 1 1
Primary 1.4(0.9-2.0) 1.3(0.7-2.4) 1.3(0.7-2.5) 2.0(1.1-3.7) 2.0(1.3-3.0) 1.3(0.4-4.5) 4.4(2.0-8.9)
Secondary 2.8(1.9-4.2) 3.3(1.8-5.9) 2.5(1.3-4.8) 4.6(2.5-8.5) 4.0(2.7-6.4) 4.6(1.4-15) 12.5(6.0-24.9)
Higher 4.0(2.6-6.3) 4.7(2.6-8.6) 4.0(2.0-7.9) 8.0(4.1-15.1) 7.7(4.9-12.0) 9.7(3.0-32) 20.0(9.0-40.8)
Mother’s occupation
Not working 1 1 1 1 1 1 1
Skilled 1.0(0.9-1.1) 1.4(0.3-0.6) 1.3(1.1-1.7) 1.2(1.0-1.4) 1.4(1.2-1.6) 1.5(1.1-1.9) 1.6(1.2-2.0)
Agriculture 0.95(0.40-0.5) 0.5(0.3-0.6) 0.4(0.3-0.5) 0.4(0.3-0.5) 0.3(0.2-0.3) 0.3(0.2-0.5) 0.2(0.1-0.2)
Unskilled/
others
0.60(0.5-0.7) 1.1(0.9-1.3) 0.7(0.5-0.9) 0.5(0.4-0.8) 0.7(0.6-0.9) 0.4(0.2-0.7) 0.2(0.1-0.3)
Page 27 of 33
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Continued….
Sumatra
region
Java Region Lesser Sunda
Islands Region
Kalimantan
Region
Sulawesi
Region
Maluku
islands Region
Western New
Guinea region
Variable OR & 95%CI OR & 95%CI OR & 95%C.I. OR & 95%CI OR & 95%C.I. OR & 95%C.I. OR & 95%C.I.
Father’s occupation
Not working 1 1 1 1 1 1 1
Skilled work 1.4(0.9-2.2) 1.6(1.0-2.6) 1.0(0.5-2.3) 1.2(1.0-1.4) 1.4(1.2-1.6) 0.8(0.5-1.4) 2.4(1.4-4.0)
Agriculture 0.6(0.4-0.9) 0.8(0.5-1.3) 0.3(0.2-0.7) 0.4(0.3-0.5) 0.3(0.2-0.3) 0.2(0.1-0.4) 0.4(0.2-0.6)
Unskilled others 0.9(0.6-1.4) 1.1(0.7-1.9) 0.7(0.3-1.4) 0.5(0.4-0.8) 0.7(0.6-0.9) 0.6(0.3-1.0) 2.3(1.3-4.0)
Wealth Quintile
Poorest 1 1 1 1 1 1 1
Poorer 1.7(1.5-2.0) 1.9(1.5-2.3) 2.0(1.6-2.5) 1.6(1.3-2.0) 2.3(1.9-2.7) 2.2(1.6-3.0) 3.4(2.4-4.7)
Middle 2.1(1.8-2.4) 2.3(1.8-2.9) 2.9(2.2-3.9) 2.5(2.0-3.0) 2.9(2.4-3.4) 4.5(3.0-6.3) 5.1(3.6-7.2)
Richer 2.2(1.9-2.6) 2.7(2.2-3.4) 3.7(2.7-5.0) 2.7(2.0-3.6) 4.4(3.5-5.4) 6.1(4.2-8.9) 8.2(5.4-12.2)
Richest 2.4(2.0-2.8) 3.3(2.6-4.0) 3.8(2.8-5.1) 3.0(2.2-4.0) 3.8(3.0-4.8) 5.9(3.5-10.0) 4.9(3.0-7.9)
Frequency of listening to radio/reading newspaper/magazine
Not at all 1 1 1 1 1 1 1
Less than once a
week
1.0(0.7-1.5) 2.6(1.7-3.9) 1.8(1.1-2.9) 2.5(1.2-5.3) 1.9(1.2-2.8) 5.6(2.2-14.6) 5.8(2.4-14.2)
At least once a week 1.8(1.6-2.2) 2.2(1.7-2.7) 2.3(1.9-2.8) 2.0(1.5-2.6) 2.9(2.4-3.6) 1.8(1.4-2.4) 4.2(3.3-5.3)
Birth order
1st 1 1 1 1 1 1 1
2nd 1.3(1.1-1.4) 1.7(1.5-2.0) 1.0(0.8-1.2) 1.2(0.9-1.4) 1.1(0.9-1.3) 0.8(0.6-1.1) 1.0(0.7-1.3)
3rd 1.6(1.4-1.9) 1.7(1.4-2.1) 1.1(0.8-1.4) 1.3(0.9-1.6) 1.1(0.9-1.3) 0.9(0.7-1.2) 1.1(0.8-1.5)
4th 1.6(1.3-2.0) 1.0(0.8-1.3) 0.9(0.6-1.3) 1.3(0.9-1.8) 1.1(0.9-1.4) 0.8(0.5-1.2) 1.1(0.8-1.7)
5Th
& above 1.1(0.9-1.3) 0.9(0.7-1.2) 0.7(0.5-0.9) 1.0(0.7-1.5) 0.7(0.6-0.9) 0.6(0.4-0.9) 0.8(0.5-1.1)
Child status
Dead 1 1 1 1 1 1 1
Alive 3.3(2.5-4.2) 2.0(1.5-2.6) 3.0(2.0-4.5) 3.0(2.0-4.4) 3.5(2.6-4.7) 3.6(2.0-6.6 2.6(1.6-4.6)
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Table 5: Multivariate Analyses of selected socioeconomic predictors for complete ANC
coverage and safe delivery services in Indonesia.
Antenatal care Safe delivery
Variable OR
95%C.I. P-value OR 95%C.I. P-value
Place of residence
Urban 1.0 1.0
Rural 1.02 0.95-1.10 0.58 0.86 0.80-0.92 0.001
Region
Sumatra 1 - - 1 - -
Java 1.50 1.32-1.59 0.001 0.99 0.90-1.08 0.80
Lesser Sunda Islands 1.22 1.08-1.37 0.001 0.96 0.86-1.09 0.54
Kalimantan 1.07 0.96-1.20 0.23 0.79 0.71-0.08 0.001
Sulawesi 0.76 0.70-0.83 0.001 0.56 0.51-0.61 0.001
Maluku Islands 0.56 0.49-0.64 0.001 0.30 0.26-0.35 0.001
Western New Guinea 0.46 0.40-0.54 0.001 0.44 0.38-0.51 0.001
Wealth quintile
Poorest 1 - - 1 -
Poorer 1.45 1.32-1.60 0.001 1.64 1.50-1.80 0.001
Middle 1.57 1.42-1.74 0.001 1.89 1.70-2.10 0.001
Richer 1.75 1.56-1.96 0.001 2.02 1.81-2.26 0.001
Richest 1.52 1.33-1.73 0.001 1.72 1.51-1.96 0.001
Mother’s education
No education 1 - - 1 - -
Primary 1.85 1.51-2.27 0.001 2.06 1.65-2.56 0.001
Secondary 2.94 2.40-3.63 0.001 3.98 3.19-4.97 0.001
Higher 6.20 4.87-7.85 0.001 10.37 8.06-13.3 0.001
Father’s education
No education 1 - 1 - -
Primary 1.50 1.18-1.90 0.001 1.16 0.91-1.47 0.24
Secondary 1.81 1.43-2.31 0.001 1.61 1.26-2.05 0.001
Higher 1.79 1.37-2.33 0.001 1.68 1.28-2.20 0.001
Frequency of listening to radio/reading news paper/magazine
Not all 1 1
Less than once a week 1.16 0.94-1.44 0.18 1.25 1.01-1.55 0.01
At least once a week 1.24 1.13-1.37 0.001 1.26 1.15-1.39 0.001
• Mother’s age at childbirth, mother’s occupation, father’s occupation, birth order, and child
status are controlled in multivariate analyses.
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Figure 1. Flow chart of the process of selection of mothers' sample available for analyses of
ANC and Safe delivery services.
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Flow chart of the process of selection of mothers' sample available for analyses of ANC and Safe delivery services Figure 1
215x279mm (300 x 300 DPI)
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STROBE 2007 (v4) Statement—Checklist of items that should be included in reports of cross-sectional studies
Section/Topic Item
# Recommendation
Reported on page
#
Title and abstract 1 (a) Indicate the study’s design with a commonly used term in the title or the abstract 1
(b) Provide in the abstract an informative and balanced summary of what was done and what was found 2
Introduction
Background/rationale 2 Explain the scientific background and rationale for the investigation being reported 4-5
Objectives 3 State specific objectives, including any prespecified hypotheses 4-5
Methods
Study design 4 Present key elements of study design early in the paper 5
Setting 5 Describe the setting, locations, and relevant dates, including periods of recruitment, exposure, follow-up, and data
collection
5
Participants
6
(a) Give the eligibility criteria, and the sources and methods of selection of participants 5-6
Variables 7 Clearly define all outcomes, exposures, predictors, potential confounders, and effect modifiers. Give diagnostic
criteria, if applicable
5-6
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
5-6
Bias 9 Describe any efforts to address potential sources of bias 5-6
Study size 10 Explain how the study size was arrived at 5-7
Quantitative variables 11 Explain how quantitative variables were handled in the analyses. If applicable, describe which groupings were chosen
and why
6
Statistical methods 12 (a) Describe all statistical methods, including those used to control for confounding 7
(b) Describe any methods used to examine subgroups and interactions N/A
(c) Explain how missing data were addressed 5-7
(d) If applicable, describe analytical methods taking account of sampling strategy N/A
(e) Describe any sensitivity analyses N/A
Results
Participants 13* (a) Report numbers of individuals at each stage of study—eg numbers potentially eligible, examined for eligibility, 7, See Figure 1
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confirmed eligible, included in the study, completing follow-up, and analysed
(b) Give reasons for non-participation at each stage 7, Figure 1
(c) Consider use of a flow diagram Figure 1
Descriptive data 14* (a) Give characteristics of study participants (eg demographic, clinical, social) and information on exposures and
potential confounders
7, 10-11
(b) Indicate number of participants with missing data for each variable of interest N/A
Outcome data 15* Report numbers of outcome events or summary measures 8-10, 11-13
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
Tables 2, 4 and 5
(b) Report category boundaries when continuous variables were categorized 6
(c) If relevant, consider translating estimates of relative risk into absolute risk for a meaningful time period N/A
Other analyses 17 Report other analyses done—eg analyses of subgroups and interactions, and sensitivity analyses N/A
Discussion
Key results 18 Summarise key results with reference to study objectives 14-16
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
3
Interpretation 20 Give a cautious overall interpretation of results considering objectives, limitations, multiplicity of analyses, results
from similar studies, and other relevant evidence
14-16
Generalisability 21 Discuss the generalisability (external validity) of the study results 16
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
16
*Give information separately for cases and controls in case-control studies and, if applicable, for exposed and unexposed groups in cohort and cross-sectional
studies.
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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