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Transcript of Use of PDA Medical Information Resources by Kenyan Family Medicine Residents to Answer Clinical...
Use of PDA Medical Information Resources by Kenyan Family Medicine Residents to Answer Clinical Questions
Bruce Dahlman, M.D. M.Sc.Development Director
Institute of Family Medicine, Nairobi
Consortium on Global Health and Mobility
MDH Energy Drive Meeting Complex8 September 2010
Objectives
Discuss the influence of personal digital assistant (PDA)-based medical information resources on how Kenyan residents answer clinical questions and patient management plans.
Discuss the potential for improving patient outcomes by using PDA-based medical information at the point of care (POC)
Explore the potential of PDA-based, synthesized knowledge management resources to provide decision support information to majority world primary care health professionals
Consider the synergies with similar patient care-prompted questions for refugees and immigrants to Minnesota
Motivation for Pilot Study: Kenya Point of Care Health Info Study
Family Medicine Residency philosophy Reflective practice; learner-centered approach Seek answers prompted by clinical situations
Poor decision support information availability Especially in rural areas – the “internal digital
divide” between urban and rural” Especially few majority world-derived studies
Master of Science, Health Professions Educ. Thesis requirement
Motivation: African Health Workers Shoulder . . .
25% of the global disease burden in 11% of the world’s population with only 3% of
global health workforce
and just 1% ofhealth care resources
WHO (2006) The global shortage of health workers and its impact. Retrieved from http://www.who.int/mediacentre/factsheets/fs302/en/ index.html
Methods – Study Design
Study Design Three Phase, Trial Study Design Intervention: Print handbooks and PDA with
medical information resources
Phase I (6 weeks) PDA with study instrument NO medical information resources A Control Phase
Methods – Study Design
Study Design Phase II (6 weeks)
PDA with study instrument Print version of 3 Oxford handbooks, BNF,
Clinical Evidence, AMA Desk Reference with diagnosis algorithms
Phase III (6 weeks) PDA with electronic versions of above Phase II
resources PDA version of DynaMed database
(www.ebscohost.com/dynamed)
Methods – Subjects and Sites
Study Population All clinically active postgraduates in FM
8 residents from all three years
Study Sites Teaching Hospitals of Moi University Family
Medicine Residency Programme AIC Kijabe Hospital of 220 beds – 2 registrars Webuye District Hospital of 200 beds – 6 registrars
Methods – Data Collection
Data Collection Pre-study survey
Demographics Baseline health information use
Study Instrument 9 questions PDA-based PenDragon® questionnaire
Log ≥ 2 information seeking events/day in each phase
Data analysis Descriptive statistics: frequencies, means, standard error Phase comparisons: F-test for fixed effect
Pre-study Survey
Question Agree or Strongly
Agree
Neutral, Disagree Strongly disagree
I carry some resources with me as I work 100% 0%
I have resources that I keep and use at home 100% 0%
I bring my home resources to the hospital/clinic 25% 75%
I would be concerned for the security of my books at the hospital/clinic
50% 50%
I would be concerned for the security of my computer at the hospital/clinic
75% 25%
I have no secure place to put my resources 50% 50%
I would be hesitant to use a handbook or other resource in front of a patient
37% 63%
I feel patients who see doctors looking things up question their competence
25% 75%
I feel confident to perform a PubMed search 87% 13%
Study Instrument Questions on PDA
1. SUBJECT of the query – Major disciplines
2. Extent of COLLEAGUE consultation
1=none, 5=exclusive
3. FORMAT used (primarily)Colleague, Computer/CD-ROM, Web, PDA, Print
4. CATEGORY of resourceColleague, Database, Formulary, Guideline, Handbook, Journal, Textbook
Sub-item – Actual resource used
Study Instrument 5. How well did the resource answer the question?
1 = Not at all, 5 = Completely6. How did the information alter the prior plan for care?
1 = Confirmed prior plan, 5 = Significantly altered prior plan and patient outcome as a result
7. Where used?W
ith patient, clinic/hospital, library, home
8. When used?W
ith patient, same day, that evening, later
9. If …could not be implemented, what was the reason?Resource not available; Patient not available; Intervention not necessary; Combination
Clinical Subject Consulted
Clinical Speciality (Subject) N Per Cent (%)Behaviour Health/ Psychiatry 25 2.0Community/ Public Health/ Dental 8 0.7Infectious Disease 159 13.0Internal Medicine 485 39.6Obstetrics and Gynaecology 148 12.1Paediatrics 166 13.5Surgery 208 17.2Other Total 23 1.9
Format of Resource Comparison
Format of resource
Phase I Phase II Change
N 442 398
Colleague 13.6 7.3 -6.3
Computer 16.3 4.3 -12.0
Internet 24.0 11.1 -12.9
PDA 0 41.7 +41.7
Print 46.2 35.7 -10.5
Restricted from loading own programs onto PDAs in Phase IComputer and Internet use reduced – replaced by PDA usePrint still consulted – usually later in the evening
Format of Resource - Graphed
Category of Resource
The Influence of PDAs
How well did PDA-based medical information resources answer residents clinical questions?
How well the question is answered by resource format in PDA phase
Format Mean Standard error
Colleague 4.02 0.20
Computer 3.89 0.22
Internet 4.08 0.19
PDA 3.93 0.17
Print 4.14 0.18
Scale: 5 = Completely, 4 = Well, 3 = Fair, 2 = Poorly, 1 = Not at all or couldn’t find an answer.
F = 1.72, p = 0.14 – No statistical difference
The Influence of PDAs
How did PDA-based medical information resources influence patient management?
Knowledge gained altering prior plan of care in PDA phase
Format Mean Standard error
Colleague 3.08 0.28
Computer 2.33 0.31Internet 2.38 0.25PDA 2.64 0.22Print 2.47 0.23
5 = SIGNIFICANTY altered prior plan AND patient OUTCOME4 = SIGNIFICANTY altered prior plan3 = SOMEWHAT altered prior plan2 = Was NEW information but made NO CHANGE in plan1 = CONFIRMED your prior information/plan
F = 2.63, p = 0.034 Sub-analysis: Colleague was significant diff.
Study Conclusions
Resources on a PDA format can significantly affect plan for care in 20%
PDA information resources significantly change outcome in 4.2%
Colleagues answers altered plan for care significantly more than other formats
Sub-analysis: Knowledge gained altering prior plan of care in PDA phase
Format N% Altered
Outcome (5)
% Significant
Change (4)
%Total
4 + 5
Colleague 29 10.3% 27.6% 37.9%
PDA 166 4.2% 19.9% 24.1%
Computer 17 0.0% 17.6% 17.6%
Internet 44 0.0% 15.9% 15.9%
Print 142 0.7% 26.1% 26.8%
5 = SIGNIFICANTY altered prior plan AND patient OUTCOME4 = SIGNIFICANTY altered prior plan
Time to Finish Search during PDA phase
F = 28.45, p = <0.0001 5 = POC 1 = Next day
Format MeanStandard
error% (N) Point of Care
Colleague 4.48 0.18 69.0% (20/29)
PDA 4.17 0.11 42.8% (71/166)
Computer+Internet+Print 5.9% (12/203)
Computer 3.11 0.21 7.0% (10/142)
Internet 2.96 0.15 0.0% (0/17))
Print 3.64 0.12 4.5% (2/44)
Study Conclusions
PDA-based resources move the decision to the point of care 42.8% of the time versus 5.9%
Print handbooks are limiting – can only carry two at a time
Of PDA resources, the synthesized knowledge database was preferred category – used 66.3%
Time to Finish Search – Same Resource
Handbook (Phase II) PDA (Phase III)Title N %PoC %SD N %PoC %SDBMJ Clinical Evidence 15 0.0 26.7 1 0.0 100
British Nat’l Formulary 12 16.7 58.3 14 42.9 35.7
Oxford Acc. & Emerg. 7 14.3 28.6 8 12.5 62.5
Oxford Medicine 49 30.6 28.6 20 5.0 50.0
Oxford Specialities 23 17.4 34.8 25 8.0 60.0All 106 20.8 33.0 68 14.7 52.9
PoC = Point of Care SD = Same day
Where Search Done
WHERE did you consult/use your primary resource? (using
comparable titles)
Format of resourcePrint (phase II) PDA (ph. III)
N % N %Point of care - with the patient 20 24.1 15 34.9Hospital/ clinic, but not with patient 15 18.1 11 25.6
POC/Hospital/clinic 35 42.2 26 60.5
Resource room 12 14.5 3 7.0Hospital library 7 8.4 6 14.0Home 29 34.9 8 18.5
Resource/ Library / Home 488 57.8 17 39.5
Reasons for inability to implement knowledge gained - all phases
Reason unable to implement N = 1222
N and percent of reasons given% of total response
N % all% w/o subjects
16 & 19
Resource (test, drug) not available
29 14.5 22.0 2.4
Patient can’t afford 63 31.5 12.2 5.1
Res. not necessary 23 11.5 2.4 1.9
Patient not avail. 62 31.0 41.5 5.0
Resources & patient not available 17 8.5 9.8 1.4
Other 5 2.5 12.5 0.6
Total 199 99.5% 99.4% 16.4%
Larger study done in Rwanda
Study Population 60 Residents in Anesthesia, FM, IM, OB/Gyn,
Pediatrics, Surgery 5 Faculty in Anesthesia, OB/Gyn, Pediatrics,
Surgery Study Sites
Teaching Hospitals Butare Kigali
Rwanda Study – Clinical Subjects by Family Medicine Residents
Clinical Speciality (Subject)Family Medicine
Residents
N %
Behavioral Health/ Psych 2 1.5
Comm/ Public Hlth/ Dental 3 2.3
Dental 3 2.3
Infectious Disease 25 18.8
Internal Medicine 14 10.5
Obstetrics and Gynecology 42 31.6
Pediatrics 17 12.8
Surgery 25 18.8
Other 2 1.5
Total 133 100.0
Rwanda Study – Format of Resource
What FORMAT of a resource did you use?
Total
Phase I Phase II
N % N %
Computer/ CD-ROM/eTALC 190 21.40 88 11.94
Colleague/consultant EXCLUSIVELY 169 19.03 100 13.57
Internet resource or site (+ wireless connection)
206 23.20 58 7.87
Personal digital assistant (PDA) 64 7.21 430 58.34
Any PRINT resource 214 24.10 39 5.29
Other 45 5.07 22 2.99Total 888 100.00 737 100.00
All changes are statistically significant, excluding “other”
Realities: Challenges
Technical Internet bandwidth Downloading & syncing Platforms
Acquiring the product Purchase process Getting it in-country Warranties and help lines
Relevant resources from Africa Not included in most resources
Realities: Successes
Technology desired, accepted and used Even Western-based
Partners Dynamed
Synthesized EBM Links to journals, resources
Skyscape Selection of resouces
Dr. Companion British resources known to former colonies
Realities: Future Implications
What technology and medical information resources can best inform/facilitate EB decision making in resource poor settings? What is the technology future?
Smartphones MicroSD cards Common search engine across categories
What is the information future? Africa relevant resources Other regional relevant resources Secondary surveillance and aggregation
The Goal: Digital African Health Library
Synthesized knowledge management resources to provide decision support information to majority world primary care health professionals?
Accurate, relevant information to improve health outcomes
Elimination of outcome disparities Retention of national health professionals
where they are most needed
Realities: Future Implications
How can the lessons learned in Kenya be applied to the immigrant and refugee populations?
Are their synergies to collaboration?
Asante sana!
E: [email protected]: 612.877.2181