SlideShare a Scribd company logo
1 of 20
Health Information System
Interoperability and
Integration to Maximize
Effective Decision Making
Manish Kumar, MPH, MS
Sam Wambugu, MPH, PMP
MEASURE Evaluation
October 6, 2015
Brown Bag Presentation
USAID
Outline
• Describe ecology of HIS
• Discuss issues around interoperability and
integration
• Present country and global experiences
• Key messages
• Tools and resources
Adapted by MEASURE Evaluation from Common Road Map Steering Committee. Roadmap for Health Measurement and Accountability. June
2015. Washington, DC: World Bank Group, USAID, and the World Health Organization. Available from http://ma4health.org.
HIS situation in LMICs
• Weak health systems, leadership, and
governance
• Inadequate capacity
• Limited user engagement
• Lack of standards
• Redundant data
• Data quality issues
• Fragmented HIS
What can we do?
• Collaborate and conduct HIS landscape
assessment
• Agree on health information needs
• Develop standard measurement indicators
• Develop data and interoperability standards
• Build technical, institutional, and organizational
capacity
Develop country HIS architecture.
What is interoperability?
Ability of health information systems to work together
within and across organizational boundaries in
order to advance the effective delivery of
healthcare for individuals and communities.
Ability of different information technology systems
and software applications to communicate,
exchange data, and use the information that has
been exchanged.
Source: HMISS Interoperability and Standards Toolkit
What are data standards?
Broadly grouped under two categories:
• Data representation standards
 Data structure-XML
 Data semantics-ICD10, SNOWMED, LOINC
• Data interchange standards
 HL7
Context of standards is the information
architecture
Country and global experiences
• Liberia
• Swaziland
• DATIM
HIS situation in Liberia
• Progress in generating service delivery data through the
HMIS and using them for decision making
• Limited development of resource information systems
• Fragmented HIS components and data sources
 Example: weak link between HMIS and DHIS 2
• Lack of ‘co-operability’ among multiple partners
• Outdated HIS strategic plan (2009)
• Lack of adequate ICT infrastructure and capacity
HIS strengthening in Liberia
• Conducted overall HMIS and ICT infrastructure assessment
• Facilitated development of HIS Strategy 2015−2021
 Supported MOH to create a stakeholder coordination mechanism
 Facilitated stakeholder consultation to achieve consensus on the strategy and
operational plan
• Supporting development of HIS data architecture
• Provide technical assistance to accelerate the process of
integrating HIS systems and their sub-systems
• Facilitating collaboration between MOH and OpenHIE community
• Enhance MOH capacity to use data for decision making
HIS situation in Swaziland
Results of HIMS assessments in Swaziland:
• Parallel/ disease specific systems
• Too many data collection tools
• Lack of procedures for data collection
• Lack of a modern, patient-based information
system to capture, store, and retrieve a clean
dataset
1. Developed an enterprise architecture plan
2. Established a Strategic Information Department for MOH
3. Developed a consolidated patient
file and a Unique Patient Identifier
4. Developed a modular client
management information system
(CMIS) / EMR
5. Developed clinical data servers
(distributed data servers)
6. Ongoing development of
clinical data warehouse
Swaziland
HMIS strengthening steps
Key messages
• Promote country ownership and build local
capacity
• Establish stakeholder collaboration and
coordination
• Agree on information needs and architecture for
health systems
• Develop/adapt standards-based health information
architecture
• Promote institutional mechanism for data use
Tools and resources
Common Road Map Steering Committee. Roadmap for Health Measurement and
Accountability. June 2015. Washington, DC: World Bank Group, USAID, and the World Health
Organization. Available from http://ma4health.org.
Gobee Group. Regional, Real-Time Data Infrastructure for Ebola Response: An Assessment
of On-The-Ground Data Systems and Realistic Opportunities for Transformation in Guinea,
Liberia & Sierra Leone. Gobeegroup.com. July 2015.
HIMSS. HIMSS Interoperability and Standards Toolkit. Available from
http://www.himss.org/library/interoperability-standards/toolkit
HMN WHO. Framework and Standards for Country Health Information Systems. Second
Edition ed. Geneva: World Health Organization: Geneva, 2008
Principles for Digital Development. Available from http://digitalprinciples.org/wp-
content/uploads/2015/05/Principles-Overview.pdf
Ritz D, Althauser C, Wilson K. Connecting Health Information Systems for Better Health:
Leveraging interoperability standards to link patient, provider, payor, and policymaker data.
Seattle, WA: PATH and Joint Learning Network for Universal Health Coverage, 2014
MEASURE Evaluation is funded by the U.S. Agency
for International Development (USAID) under terms
of Cooperative Agreement AID-OAA-L-14-00004 and
implemented by the Carolina Population Center, University
of North Carolina at Chapel Hill in partnership with ICF
International, John Snow, Inc., Management Sciences for
Health, Palladium Group, and Tulane University. The views
expressed in this presentation do not necessarily reflect
the views of USAID or the United States government.
www.measureevaluation.org
Question and answers

More Related Content

What's hot

Kebijakan Integrasi Pelayanan Kesehatan Primer (2).pptx
Kebijakan Integrasi Pelayanan Kesehatan Primer (2).pptxKebijakan Integrasi Pelayanan Kesehatan Primer (2).pptx
Kebijakan Integrasi Pelayanan Kesehatan Primer (2).pptxGekSintaManuaba
 
Dhis2 integration and user experience
Dhis2 integration and user experienceDhis2 integration and user experience
Dhis2 integration and user experienceDiwash Timilsina
 
Kebijakan Satu Data Kesehatan
Kebijakan Satu Data KesehatanKebijakan Satu Data Kesehatan
Kebijakan Satu Data KesehatanRizki Srimaulia
 
Manfaat aplikasi sismadak bagi rs
Manfaat aplikasi sismadak bagi rsManfaat aplikasi sismadak bagi rs
Manfaat aplikasi sismadak bagi rsIda Wulan
 
Analisis Kebijakan Kesehatan (2).ppt
Analisis Kebijakan Kesehatan (2).pptAnalisis Kebijakan Kesehatan (2).ppt
Analisis Kebijakan Kesehatan (2).pptagnesratna2
 
Enterprise Master Patient Index - IBM White Paper
Enterprise Master Patient Index - IBM White PaperEnterprise Master Patient Index - IBM White Paper
Enterprise Master Patient Index - IBM White PaperBart de Witte
 
HuRIS and HMIS in Nepal.pptx
HuRIS and HMIS in Nepal.pptxHuRIS and HMIS in Nepal.pptx
HuRIS and HMIS in Nepal.pptxParajuli Sagar
 
Critical Review of NHSS-IP_Sagar Parajuli.pptx
Critical Review of NHSS-IP_Sagar Parajuli.pptxCritical Review of NHSS-IP_Sagar Parajuli.pptx
Critical Review of NHSS-IP_Sagar Parajuli.pptxSagarParajuli9
 
PENILAIAN KINERJA PUSKESMAS PKP PROGRAM PROMOSI KESEHATAN
PENILAIAN KINERJA PUSKESMAS PKP PROGRAM PROMOSI KESEHATANPENILAIAN KINERJA PUSKESMAS PKP PROGRAM PROMOSI KESEHATAN
PENILAIAN KINERJA PUSKESMAS PKP PROGRAM PROMOSI KESEHATANuning wikandari
 
KEBIJAKAN PIS-PK JATIM DianIslami.pptx
KEBIJAKAN PIS-PK JATIM DianIslami.pptxKEBIJAKAN PIS-PK JATIM DianIslami.pptx
KEBIJAKAN PIS-PK JATIM DianIslami.pptxRHarumingPutri
 
Berbagi Informasi Dengan Pendekatan "One Health" - AIPEID-FAO, Jakarta, 15-17...
Berbagi Informasi Dengan Pendekatan "One Health" - AIPEID-FAO, Jakarta, 15-17...Berbagi Informasi Dengan Pendekatan "One Health" - AIPEID-FAO, Jakarta, 15-17...
Berbagi Informasi Dengan Pendekatan "One Health" - AIPEID-FAO, Jakarta, 15-17...Tata Naipospos
 
Mobile Health(mHealth): A Technology in Healthcare
Mobile Health(mHealth): A Technology in HealthcareMobile Health(mHealth): A Technology in Healthcare
Mobile Health(mHealth): A Technology in HealthcareDr. Priyanka Wandhe
 
What Is Medical Informatics?
What Is Medical Informatics?What Is Medical Informatics?
What Is Medical Informatics?Sanjoy Sanyal
 
Overview of Protective Health Focused Program in Nepal
Overview of Protective Health Focused Program in NepalOverview of Protective Health Focused Program in Nepal
Overview of Protective Health Focused Program in NepalMohammad Aslam Shaiekh
 
Fishbone dan prioritas penyebab masalah
Fishbone dan prioritas penyebab masalahFishbone dan prioritas penyebab masalah
Fishbone dan prioritas penyebab masalahMoh Ikhwanuddin
 
Konsep Faktor Risiko Penyakit Tidak Menular chapter 2
Konsep Faktor Risiko Penyakit Tidak Menular chapter 2Konsep Faktor Risiko Penyakit Tidak Menular chapter 2
Konsep Faktor Risiko Penyakit Tidak Menular chapter 2Asyifa Robiatul adawiyah
 

What's hot (20)

Kebijakan Integrasi Pelayanan Kesehatan Primer (2).pptx
Kebijakan Integrasi Pelayanan Kesehatan Primer (2).pptxKebijakan Integrasi Pelayanan Kesehatan Primer (2).pptx
Kebijakan Integrasi Pelayanan Kesehatan Primer (2).pptx
 
Patient Navigation Across the Continuum
Patient Navigation Across the ContinuumPatient Navigation Across the Continuum
Patient Navigation Across the Continuum
 
Dhis2 integration and user experience
Dhis2 integration and user experienceDhis2 integration and user experience
Dhis2 integration and user experience
 
Data Quality in Healthcare: An Important Challenge
Data Quality in Healthcare: An Important ChallengeData Quality in Healthcare: An Important Challenge
Data Quality in Healthcare: An Important Challenge
 
Kebijakan Satu Data Kesehatan
Kebijakan Satu Data KesehatanKebijakan Satu Data Kesehatan
Kebijakan Satu Data Kesehatan
 
Manfaat aplikasi sismadak bagi rs
Manfaat aplikasi sismadak bagi rsManfaat aplikasi sismadak bagi rs
Manfaat aplikasi sismadak bagi rs
 
Analisis Kebijakan Kesehatan (2).ppt
Analisis Kebijakan Kesehatan (2).pptAnalisis Kebijakan Kesehatan (2).ppt
Analisis Kebijakan Kesehatan (2).ppt
 
Enterprise Master Patient Index - IBM White Paper
Enterprise Master Patient Index - IBM White PaperEnterprise Master Patient Index - IBM White Paper
Enterprise Master Patient Index - IBM White Paper
 
HuRIS and HMIS in Nepal.pptx
HuRIS and HMIS in Nepal.pptxHuRIS and HMIS in Nepal.pptx
HuRIS and HMIS in Nepal.pptx
 
Global health policy - Overview
Global health policy - OverviewGlobal health policy - Overview
Global health policy - Overview
 
Critical Review of NHSS-IP_Sagar Parajuli.pptx
Critical Review of NHSS-IP_Sagar Parajuli.pptxCritical Review of NHSS-IP_Sagar Parajuli.pptx
Critical Review of NHSS-IP_Sagar Parajuli.pptx
 
PENILAIAN KINERJA PUSKESMAS PKP PROGRAM PROMOSI KESEHATAN
PENILAIAN KINERJA PUSKESMAS PKP PROGRAM PROMOSI KESEHATANPENILAIAN KINERJA PUSKESMAS PKP PROGRAM PROMOSI KESEHATAN
PENILAIAN KINERJA PUSKESMAS PKP PROGRAM PROMOSI KESEHATAN
 
KEBIJAKAN PIS-PK JATIM DianIslami.pptx
KEBIJAKAN PIS-PK JATIM DianIslami.pptxKEBIJAKAN PIS-PK JATIM DianIslami.pptx
KEBIJAKAN PIS-PK JATIM DianIslami.pptx
 
Berbagi Informasi Dengan Pendekatan "One Health" - AIPEID-FAO, Jakarta, 15-17...
Berbagi Informasi Dengan Pendekatan "One Health" - AIPEID-FAO, Jakarta, 15-17...Berbagi Informasi Dengan Pendekatan "One Health" - AIPEID-FAO, Jakarta, 15-17...
Berbagi Informasi Dengan Pendekatan "One Health" - AIPEID-FAO, Jakarta, 15-17...
 
Mobile Health(mHealth): A Technology in Healthcare
Mobile Health(mHealth): A Technology in HealthcareMobile Health(mHealth): A Technology in Healthcare
Mobile Health(mHealth): A Technology in Healthcare
 
What Is Medical Informatics?
What Is Medical Informatics?What Is Medical Informatics?
What Is Medical Informatics?
 
Overview of Protective Health Focused Program in Nepal
Overview of Protective Health Focused Program in NepalOverview of Protective Health Focused Program in Nepal
Overview of Protective Health Focused Program in Nepal
 
Kepmenkes puskesmas
Kepmenkes puskesmasKepmenkes puskesmas
Kepmenkes puskesmas
 
Fishbone dan prioritas penyebab masalah
Fishbone dan prioritas penyebab masalahFishbone dan prioritas penyebab masalah
Fishbone dan prioritas penyebab masalah
 
Konsep Faktor Risiko Penyakit Tidak Menular chapter 2
Konsep Faktor Risiko Penyakit Tidak Menular chapter 2Konsep Faktor Risiko Penyakit Tidak Menular chapter 2
Konsep Faktor Risiko Penyakit Tidak Menular chapter 2
 

Similar to Health Information System: Interoperability and Integration to Maximize Effective Decision Making

MEASURE Evaluation’s Health Information System Strengthening Model
MEASURE Evaluation’s Health Information System Strengthening ModelMEASURE Evaluation’s Health Information System Strengthening Model
MEASURE Evaluation’s Health Information System Strengthening ModelMEASURE Evaluation
 
Strengthening Routine Health Information Systems (RHIS): Strategic Directions
Strengthening Routine Health Information Systems (RHIS): Strategic DirectionsStrengthening Routine Health Information Systems (RHIS): Strategic Directions
Strengthening Routine Health Information Systems (RHIS): Strategic DirectionsMEASURE Evaluation
 
Improving Health Information Systems to Meet the Needs of the Health Sector
Improving Health Information Systems to Meet the Needs of the Health SectorImproving Health Information Systems to Meet the Needs of the Health Sector
Improving Health Information Systems to Meet the Needs of the Health SectorMEASURE Evaluation
 
Hit1113-NCVHS presentation-Aug2015
Hit1113-NCVHS presentation-Aug2015Hit1113-NCVHS presentation-Aug2015
Hit1113-NCVHS presentation-Aug2015JLynn Jen Smith
 
Strengthening Country Routine Health Information Systems (RHIS): Strategic ap...
Strengthening Country Routine Health Information Systems (RHIS): Strategic ap...Strengthening Country Routine Health Information Systems (RHIS): Strategic ap...
Strengthening Country Routine Health Information Systems (RHIS): Strategic ap...MEASURE Evaluation
 
MANAGEMENT INFORMATION SYSTEM
MANAGEMENT INFORMATION SYSTEMMANAGEMENT INFORMATION SYSTEM
MANAGEMENT INFORMATION SYSTEMAvantikaGupta33
 
Can HIEs Really Achieve Financial Sustainability: A Case Study and Discussion...
Can HIEs Really Achieve Financial Sustainability: A Case Study and Discussion...Can HIEs Really Achieve Financial Sustainability: A Case Study and Discussion...
Can HIEs Really Achieve Financial Sustainability: A Case Study and Discussion...William Buddy Gillespie ITIL Certified
 
Coordinating with the Health Data Collaborative
Coordinating with the Health Data CollaborativeCoordinating with the Health Data Collaborative
Coordinating with the Health Data CollaborativeMEASURE Evaluation
 
RHINO Interoperability Forum Kickoff 09-20
RHINO Interoperability Forum Kickoff 09-20RHINO Interoperability Forum Kickoff 09-20
RHINO Interoperability Forum Kickoff 09-20Aimee Hess
 
IX Reunion Relacsis 2019 ARG - Marcelo Dagostino - Information Systems for He...
IX Reunion Relacsis 2019 ARG - Marcelo Dagostino - Information Systems for He...IX Reunion Relacsis 2019 ARG - Marcelo Dagostino - Information Systems for He...
IX Reunion Relacsis 2019 ARG - Marcelo Dagostino - Information Systems for He...RELACSIS-OPS Red
 
Accountable Care Workgroup: Draft Recommendations
Accountable Care Workgroup: Draft RecommendationsAccountable Care Workgroup: Draft Recommendations
Accountable Care Workgroup: Draft RecommendationsBrian Ahier
 
Engaging extension in health reform 4 16 2013
Engaging extension in health reform 4 16 2013Engaging extension in health reform 4 16 2013
Engaging extension in health reform 4 16 2013Cynthia Reeves
 
Unlocking the power of healthcare data
Unlocking the power of healthcare dataUnlocking the power of healthcare data
Unlocking the power of healthcare dataCybera Inc.
 
Strengthening Routine Health Information Systems in Africa: Improving Regiona...
Strengthening Routine Health Information Systems in Africa: Improving Regiona...Strengthening Routine Health Information Systems in Africa: Improving Regiona...
Strengthening Routine Health Information Systems in Africa: Improving Regiona...Routine Health Information Network
 
ISSUES IN INFORMATICS
ISSUES IN INFORMATICSISSUES IN INFORMATICS
ISSUES IN INFORMATICSPreem Junio
 
Tracking Mother-Infant Pairs across the Cascade of the Prevention of Mother-t...
Tracking Mother-Infant Pairs across the Cascade of the Prevention of Mother-t...Tracking Mother-Infant Pairs across the Cascade of the Prevention of Mother-t...
Tracking Mother-Infant Pairs across the Cascade of the Prevention of Mother-t...MEASURE Evaluation
 
RHINO Forum: How can RHIS improve the delivery of HIV/AIDS services?
RHINO Forum: How can RHIS improve the delivery of HIV/AIDS services?RHINO Forum: How can RHIS improve the delivery of HIV/AIDS services?
RHINO Forum: How can RHIS improve the delivery of HIV/AIDS services? MEASURE Evaluation
 
Part I-Achieving Universal Health Coverage: The Role of Routine Health Inform...
Part I-Achieving Universal Health Coverage: The Role of Routine Health Inform...Part I-Achieving Universal Health Coverage: The Role of Routine Health Inform...
Part I-Achieving Universal Health Coverage: The Role of Routine Health Inform...Routine Health Information Network
 
Developing Gender-Sensitive M&E Systems
Developing Gender-Sensitive M&E SystemsDeveloping Gender-Sensitive M&E Systems
Developing Gender-Sensitive M&E SystemsMEASURE Evaluation
 

Similar to Health Information System: Interoperability and Integration to Maximize Effective Decision Making (20)

Achieving Universal Health Coverage - RHINO (HSR2018) pt.1
Achieving Universal Health Coverage - RHINO (HSR2018) pt.1Achieving Universal Health Coverage - RHINO (HSR2018) pt.1
Achieving Universal Health Coverage - RHINO (HSR2018) pt.1
 
MEASURE Evaluation’s Health Information System Strengthening Model
MEASURE Evaluation’s Health Information System Strengthening ModelMEASURE Evaluation’s Health Information System Strengthening Model
MEASURE Evaluation’s Health Information System Strengthening Model
 
Strengthening Routine Health Information Systems (RHIS): Strategic Directions
Strengthening Routine Health Information Systems (RHIS): Strategic DirectionsStrengthening Routine Health Information Systems (RHIS): Strategic Directions
Strengthening Routine Health Information Systems (RHIS): Strategic Directions
 
Improving Health Information Systems to Meet the Needs of the Health Sector
Improving Health Information Systems to Meet the Needs of the Health SectorImproving Health Information Systems to Meet the Needs of the Health Sector
Improving Health Information Systems to Meet the Needs of the Health Sector
 
Hit1113-NCVHS presentation-Aug2015
Hit1113-NCVHS presentation-Aug2015Hit1113-NCVHS presentation-Aug2015
Hit1113-NCVHS presentation-Aug2015
 
Strengthening Country Routine Health Information Systems (RHIS): Strategic ap...
Strengthening Country Routine Health Information Systems (RHIS): Strategic ap...Strengthening Country Routine Health Information Systems (RHIS): Strategic ap...
Strengthening Country Routine Health Information Systems (RHIS): Strategic ap...
 
MANAGEMENT INFORMATION SYSTEM
MANAGEMENT INFORMATION SYSTEMMANAGEMENT INFORMATION SYSTEM
MANAGEMENT INFORMATION SYSTEM
 
Can HIEs Really Achieve Financial Sustainability: A Case Study and Discussion...
Can HIEs Really Achieve Financial Sustainability: A Case Study and Discussion...Can HIEs Really Achieve Financial Sustainability: A Case Study and Discussion...
Can HIEs Really Achieve Financial Sustainability: A Case Study and Discussion...
 
Coordinating with the Health Data Collaborative
Coordinating with the Health Data CollaborativeCoordinating with the Health Data Collaborative
Coordinating with the Health Data Collaborative
 
RHINO Interoperability Forum Kickoff 09-20
RHINO Interoperability Forum Kickoff 09-20RHINO Interoperability Forum Kickoff 09-20
RHINO Interoperability Forum Kickoff 09-20
 
IX Reunion Relacsis 2019 ARG - Marcelo Dagostino - Information Systems for He...
IX Reunion Relacsis 2019 ARG - Marcelo Dagostino - Information Systems for He...IX Reunion Relacsis 2019 ARG - Marcelo Dagostino - Information Systems for He...
IX Reunion Relacsis 2019 ARG - Marcelo Dagostino - Information Systems for He...
 
Accountable Care Workgroup: Draft Recommendations
Accountable Care Workgroup: Draft RecommendationsAccountable Care Workgroup: Draft Recommendations
Accountable Care Workgroup: Draft Recommendations
 
Engaging extension in health reform 4 16 2013
Engaging extension in health reform 4 16 2013Engaging extension in health reform 4 16 2013
Engaging extension in health reform 4 16 2013
 
Unlocking the power of healthcare data
Unlocking the power of healthcare dataUnlocking the power of healthcare data
Unlocking the power of healthcare data
 
Strengthening Routine Health Information Systems in Africa: Improving Regiona...
Strengthening Routine Health Information Systems in Africa: Improving Regiona...Strengthening Routine Health Information Systems in Africa: Improving Regiona...
Strengthening Routine Health Information Systems in Africa: Improving Regiona...
 
ISSUES IN INFORMATICS
ISSUES IN INFORMATICSISSUES IN INFORMATICS
ISSUES IN INFORMATICS
 
Tracking Mother-Infant Pairs across the Cascade of the Prevention of Mother-t...
Tracking Mother-Infant Pairs across the Cascade of the Prevention of Mother-t...Tracking Mother-Infant Pairs across the Cascade of the Prevention of Mother-t...
Tracking Mother-Infant Pairs across the Cascade of the Prevention of Mother-t...
 
RHINO Forum: How can RHIS improve the delivery of HIV/AIDS services?
RHINO Forum: How can RHIS improve the delivery of HIV/AIDS services?RHINO Forum: How can RHIS improve the delivery of HIV/AIDS services?
RHINO Forum: How can RHIS improve the delivery of HIV/AIDS services?
 
Part I-Achieving Universal Health Coverage: The Role of Routine Health Inform...
Part I-Achieving Universal Health Coverage: The Role of Routine Health Inform...Part I-Achieving Universal Health Coverage: The Role of Routine Health Inform...
Part I-Achieving Universal Health Coverage: The Role of Routine Health Inform...
 
Developing Gender-Sensitive M&E Systems
Developing Gender-Sensitive M&E SystemsDeveloping Gender-Sensitive M&E Systems
Developing Gender-Sensitive M&E Systems
 

More from MEASURE Evaluation

Managing missing values in routinely reported data: One approach from the Dem...
Managing missing values in routinely reported data: One approach from the Dem...Managing missing values in routinely reported data: One approach from the Dem...
Managing missing values in routinely reported data: One approach from the Dem...MEASURE Evaluation
 
Use of Routine Data for Economic Evaluations
Use of Routine Data for Economic EvaluationsUse of Routine Data for Economic Evaluations
Use of Routine Data for Economic EvaluationsMEASURE Evaluation
 
Routine data use in evaluation: practical guidance
Routine data use in evaluation: practical guidanceRoutine data use in evaluation: practical guidance
Routine data use in evaluation: practical guidanceMEASURE Evaluation
 
Tuberculosis/HIV Mobility Study: Objectives and Background
Tuberculosis/HIV Mobility Study: Objectives and BackgroundTuberculosis/HIV Mobility Study: Objectives and Background
Tuberculosis/HIV Mobility Study: Objectives and BackgroundMEASURE Evaluation
 
How to improve the capabilities of health information systems to address emer...
How to improve the capabilities of health information systems to address emer...How to improve the capabilities of health information systems to address emer...
How to improve the capabilities of health information systems to address emer...MEASURE Evaluation
 
LCI Evaluation Uganda Organizational Network Analysis
LCI Evaluation Uganda Organizational Network AnalysisLCI Evaluation Uganda Organizational Network Analysis
LCI Evaluation Uganda Organizational Network AnalysisMEASURE Evaluation
 
Using Organizational Network Analysis to Plan and Evaluate Global Health Prog...
Using Organizational Network Analysis to Plan and Evaluate Global Health Prog...Using Organizational Network Analysis to Plan and Evaluate Global Health Prog...
Using Organizational Network Analysis to Plan and Evaluate Global Health Prog...MEASURE Evaluation
 
Understanding Referral Networks for Adolescent Girls and Young Women
Understanding Referral Networks for Adolescent Girls and Young WomenUnderstanding Referral Networks for Adolescent Girls and Young Women
Understanding Referral Networks for Adolescent Girls and Young WomenMEASURE Evaluation
 
Data for Impact: Lessons Learned in Using the Ripple Effects Mapping Method
Data for Impact: Lessons Learned in Using the Ripple Effects Mapping MethodData for Impact: Lessons Learned in Using the Ripple Effects Mapping Method
Data for Impact: Lessons Learned in Using the Ripple Effects Mapping MethodMEASURE Evaluation
 
Local Capacity Initiative (LCI) Evaluation
Local Capacity Initiative (LCI) EvaluationLocal Capacity Initiative (LCI) Evaluation
Local Capacity Initiative (LCI) EvaluationMEASURE Evaluation
 
Development and Validation of a Reproductive Empowerment Scale
Development and Validation of a Reproductive Empowerment ScaleDevelopment and Validation of a Reproductive Empowerment Scale
Development and Validation of a Reproductive Empowerment ScaleMEASURE Evaluation
 
Sustaining the Impact: MEASURE Evaluation Conversation on Maternal and Child ...
Sustaining the Impact: MEASURE Evaluation Conversation on Maternal and Child ...Sustaining the Impact: MEASURE Evaluation Conversation on Maternal and Child ...
Sustaining the Impact: MEASURE Evaluation Conversation on Maternal and Child ...MEASURE Evaluation
 
Using Most Significant Change in a Mixed-Methods Evaluation in Uganda
Using Most Significant Change in a Mixed-Methods Evaluation in UgandaUsing Most Significant Change in a Mixed-Methods Evaluation in Uganda
Using Most Significant Change in a Mixed-Methods Evaluation in UgandaMEASURE Evaluation
 
Lessons Learned In Using the Most Significant Change Technique in Evaluation
Lessons Learned In Using the Most Significant Change Technique in EvaluationLessons Learned In Using the Most Significant Change Technique in Evaluation
Lessons Learned In Using the Most Significant Change Technique in EvaluationMEASURE Evaluation
 
Malaria Data Quality and Use in Selected Centers of Excellence in Madagascar:...
Malaria Data Quality and Use in Selected Centers of Excellence in Madagascar:...Malaria Data Quality and Use in Selected Centers of Excellence in Madagascar:...
Malaria Data Quality and Use in Selected Centers of Excellence in Madagascar:...MEASURE Evaluation
 
Evaluating National Malaria Programs’ Impact in Moderate- and Low-Transmissio...
Evaluating National Malaria Programs’ Impact in Moderate- and Low-Transmissio...Evaluating National Malaria Programs’ Impact in Moderate- and Low-Transmissio...
Evaluating National Malaria Programs’ Impact in Moderate- and Low-Transmissio...MEASURE Evaluation
 
Improved Performance of the Malaria Surveillance, Monitoring, and Evaluation ...
Improved Performance of the Malaria Surveillance, Monitoring, and Evaluation ...Improved Performance of the Malaria Surveillance, Monitoring, and Evaluation ...
Improved Performance of the Malaria Surveillance, Monitoring, and Evaluation ...MEASURE Evaluation
 
Lessons learned in using process tracing for evaluation
Lessons learned in using process tracing for evaluationLessons learned in using process tracing for evaluation
Lessons learned in using process tracing for evaluationMEASURE Evaluation
 
Use of Qualitative Comparative Analysis in the Assessment of the Actionable D...
Use of Qualitative Comparative Analysis in the Assessment of the Actionable D...Use of Qualitative Comparative Analysis in the Assessment of the Actionable D...
Use of Qualitative Comparative Analysis in the Assessment of the Actionable D...MEASURE Evaluation
 
Sustaining the Impact: MEASURE Evaluation Conversation on Health Informatics
Sustaining the Impact: MEASURE Evaluation Conversation on Health InformaticsSustaining the Impact: MEASURE Evaluation Conversation on Health Informatics
Sustaining the Impact: MEASURE Evaluation Conversation on Health InformaticsMEASURE Evaluation
 

More from MEASURE Evaluation (20)

Managing missing values in routinely reported data: One approach from the Dem...
Managing missing values in routinely reported data: One approach from the Dem...Managing missing values in routinely reported data: One approach from the Dem...
Managing missing values in routinely reported data: One approach from the Dem...
 
Use of Routine Data for Economic Evaluations
Use of Routine Data for Economic EvaluationsUse of Routine Data for Economic Evaluations
Use of Routine Data for Economic Evaluations
 
Routine data use in evaluation: practical guidance
Routine data use in evaluation: practical guidanceRoutine data use in evaluation: practical guidance
Routine data use in evaluation: practical guidance
 
Tuberculosis/HIV Mobility Study: Objectives and Background
Tuberculosis/HIV Mobility Study: Objectives and BackgroundTuberculosis/HIV Mobility Study: Objectives and Background
Tuberculosis/HIV Mobility Study: Objectives and Background
 
How to improve the capabilities of health information systems to address emer...
How to improve the capabilities of health information systems to address emer...How to improve the capabilities of health information systems to address emer...
How to improve the capabilities of health information systems to address emer...
 
LCI Evaluation Uganda Organizational Network Analysis
LCI Evaluation Uganda Organizational Network AnalysisLCI Evaluation Uganda Organizational Network Analysis
LCI Evaluation Uganda Organizational Network Analysis
 
Using Organizational Network Analysis to Plan and Evaluate Global Health Prog...
Using Organizational Network Analysis to Plan and Evaluate Global Health Prog...Using Organizational Network Analysis to Plan and Evaluate Global Health Prog...
Using Organizational Network Analysis to Plan and Evaluate Global Health Prog...
 
Understanding Referral Networks for Adolescent Girls and Young Women
Understanding Referral Networks for Adolescent Girls and Young WomenUnderstanding Referral Networks for Adolescent Girls and Young Women
Understanding Referral Networks for Adolescent Girls and Young Women
 
Data for Impact: Lessons Learned in Using the Ripple Effects Mapping Method
Data for Impact: Lessons Learned in Using the Ripple Effects Mapping MethodData for Impact: Lessons Learned in Using the Ripple Effects Mapping Method
Data for Impact: Lessons Learned in Using the Ripple Effects Mapping Method
 
Local Capacity Initiative (LCI) Evaluation
Local Capacity Initiative (LCI) EvaluationLocal Capacity Initiative (LCI) Evaluation
Local Capacity Initiative (LCI) Evaluation
 
Development and Validation of a Reproductive Empowerment Scale
Development and Validation of a Reproductive Empowerment ScaleDevelopment and Validation of a Reproductive Empowerment Scale
Development and Validation of a Reproductive Empowerment Scale
 
Sustaining the Impact: MEASURE Evaluation Conversation on Maternal and Child ...
Sustaining the Impact: MEASURE Evaluation Conversation on Maternal and Child ...Sustaining the Impact: MEASURE Evaluation Conversation on Maternal and Child ...
Sustaining the Impact: MEASURE Evaluation Conversation on Maternal and Child ...
 
Using Most Significant Change in a Mixed-Methods Evaluation in Uganda
Using Most Significant Change in a Mixed-Methods Evaluation in UgandaUsing Most Significant Change in a Mixed-Methods Evaluation in Uganda
Using Most Significant Change in a Mixed-Methods Evaluation in Uganda
 
Lessons Learned In Using the Most Significant Change Technique in Evaluation
Lessons Learned In Using the Most Significant Change Technique in EvaluationLessons Learned In Using the Most Significant Change Technique in Evaluation
Lessons Learned In Using the Most Significant Change Technique in Evaluation
 
Malaria Data Quality and Use in Selected Centers of Excellence in Madagascar:...
Malaria Data Quality and Use in Selected Centers of Excellence in Madagascar:...Malaria Data Quality and Use in Selected Centers of Excellence in Madagascar:...
Malaria Data Quality and Use in Selected Centers of Excellence in Madagascar:...
 
Evaluating National Malaria Programs’ Impact in Moderate- and Low-Transmissio...
Evaluating National Malaria Programs’ Impact in Moderate- and Low-Transmissio...Evaluating National Malaria Programs’ Impact in Moderate- and Low-Transmissio...
Evaluating National Malaria Programs’ Impact in Moderate- and Low-Transmissio...
 
Improved Performance of the Malaria Surveillance, Monitoring, and Evaluation ...
Improved Performance of the Malaria Surveillance, Monitoring, and Evaluation ...Improved Performance of the Malaria Surveillance, Monitoring, and Evaluation ...
Improved Performance of the Malaria Surveillance, Monitoring, and Evaluation ...
 
Lessons learned in using process tracing for evaluation
Lessons learned in using process tracing for evaluationLessons learned in using process tracing for evaluation
Lessons learned in using process tracing for evaluation
 
Use of Qualitative Comparative Analysis in the Assessment of the Actionable D...
Use of Qualitative Comparative Analysis in the Assessment of the Actionable D...Use of Qualitative Comparative Analysis in the Assessment of the Actionable D...
Use of Qualitative Comparative Analysis in the Assessment of the Actionable D...
 
Sustaining the Impact: MEASURE Evaluation Conversation on Health Informatics
Sustaining the Impact: MEASURE Evaluation Conversation on Health InformaticsSustaining the Impact: MEASURE Evaluation Conversation on Health Informatics
Sustaining the Impact: MEASURE Evaluation Conversation on Health Informatics
 

Recently uploaded

Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptx
Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptxQ4-PPT-Music9_Lesson-1-Romantic-Opera.pptx
Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptxlancelewisportillo
 
ClimART Action | eTwinning Project
ClimART Action    |    eTwinning ProjectClimART Action    |    eTwinning Project
ClimART Action | eTwinning Projectjordimapav
 
Daily Lesson Plan in Mathematics Quarter 4
Daily Lesson Plan in Mathematics Quarter 4Daily Lesson Plan in Mathematics Quarter 4
Daily Lesson Plan in Mathematics Quarter 4JOYLYNSAMANIEGO
 
MS4 level being good citizen -imperative- (1) (1).pdf
MS4 level   being good citizen -imperative- (1) (1).pdfMS4 level   being good citizen -imperative- (1) (1).pdf
MS4 level being good citizen -imperative- (1) (1).pdfMr Bounab Samir
 
Man or Manufactured_ Redefining Humanity Through Biopunk Narratives.pptx
Man or Manufactured_ Redefining Humanity Through Biopunk Narratives.pptxMan or Manufactured_ Redefining Humanity Through Biopunk Narratives.pptx
Man or Manufactured_ Redefining Humanity Through Biopunk Narratives.pptxDhatriParmar
 
Narcotic and Non Narcotic Analgesic..pdf
Narcotic and Non Narcotic Analgesic..pdfNarcotic and Non Narcotic Analgesic..pdf
Narcotic and Non Narcotic Analgesic..pdfPrerana Jadhav
 
4.11.24 Mass Incarceration and the New Jim Crow.pptx
4.11.24 Mass Incarceration and the New Jim Crow.pptx4.11.24 Mass Incarceration and the New Jim Crow.pptx
4.11.24 Mass Incarceration and the New Jim Crow.pptxmary850239
 
week 1 cookery 8 fourth - quarter .pptx
week 1 cookery 8  fourth  -  quarter .pptxweek 1 cookery 8  fourth  -  quarter .pptx
week 1 cookery 8 fourth - quarter .pptxJonalynLegaspi2
 
BIOCHEMISTRY-CARBOHYDRATE METABOLISM CHAPTER 2.pptx
BIOCHEMISTRY-CARBOHYDRATE METABOLISM CHAPTER 2.pptxBIOCHEMISTRY-CARBOHYDRATE METABOLISM CHAPTER 2.pptx
BIOCHEMISTRY-CARBOHYDRATE METABOLISM CHAPTER 2.pptxSayali Powar
 
ICS2208 Lecture6 Notes for SL spaces.pdf
ICS2208 Lecture6 Notes for SL spaces.pdfICS2208 Lecture6 Notes for SL spaces.pdf
ICS2208 Lecture6 Notes for SL spaces.pdfVanessa Camilleri
 
DIFFERENT BASKETRY IN THE PHILIPPINES PPT.pptx
DIFFERENT BASKETRY IN THE PHILIPPINES PPT.pptxDIFFERENT BASKETRY IN THE PHILIPPINES PPT.pptx
DIFFERENT BASKETRY IN THE PHILIPPINES PPT.pptxMichelleTuguinay1
 
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)lakshayb543
 
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptxINTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptxHumphrey A Beña
 
ROLES IN A STAGE PRODUCTION in arts.pptx
ROLES IN A STAGE PRODUCTION in arts.pptxROLES IN A STAGE PRODUCTION in arts.pptx
ROLES IN A STAGE PRODUCTION in arts.pptxVanesaIglesias10
 
Congestive Cardiac Failure..presentation
Congestive Cardiac Failure..presentationCongestive Cardiac Failure..presentation
Congestive Cardiac Failure..presentationdeepaannamalai16
 
Reading and Writing Skills 11 quarter 4 melc 1
Reading and Writing Skills 11 quarter 4 melc 1Reading and Writing Skills 11 quarter 4 melc 1
Reading and Writing Skills 11 quarter 4 melc 1GloryAnnCastre1
 
4.11.24 Poverty and Inequality in America.pptx
4.11.24 Poverty and Inequality in America.pptx4.11.24 Poverty and Inequality in America.pptx
4.11.24 Poverty and Inequality in America.pptxmary850239
 
Oppenheimer Film Discussion for Philosophy and Film
Oppenheimer Film Discussion for Philosophy and FilmOppenheimer Film Discussion for Philosophy and Film
Oppenheimer Film Discussion for Philosophy and FilmStan Meyer
 
Q-Factor HISPOL Quiz-6th April 2024, Quiz Club NITW
Q-Factor HISPOL Quiz-6th April 2024, Quiz Club NITWQ-Factor HISPOL Quiz-6th April 2024, Quiz Club NITW
Q-Factor HISPOL Quiz-6th April 2024, Quiz Club NITWQuiz Club NITW
 

Recently uploaded (20)

Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptx
Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptxQ4-PPT-Music9_Lesson-1-Romantic-Opera.pptx
Q4-PPT-Music9_Lesson-1-Romantic-Opera.pptx
 
ClimART Action | eTwinning Project
ClimART Action    |    eTwinning ProjectClimART Action    |    eTwinning Project
ClimART Action | eTwinning Project
 
Daily Lesson Plan in Mathematics Quarter 4
Daily Lesson Plan in Mathematics Quarter 4Daily Lesson Plan in Mathematics Quarter 4
Daily Lesson Plan in Mathematics Quarter 4
 
MS4 level being good citizen -imperative- (1) (1).pdf
MS4 level   being good citizen -imperative- (1) (1).pdfMS4 level   being good citizen -imperative- (1) (1).pdf
MS4 level being good citizen -imperative- (1) (1).pdf
 
Man or Manufactured_ Redefining Humanity Through Biopunk Narratives.pptx
Man or Manufactured_ Redefining Humanity Through Biopunk Narratives.pptxMan or Manufactured_ Redefining Humanity Through Biopunk Narratives.pptx
Man or Manufactured_ Redefining Humanity Through Biopunk Narratives.pptx
 
Narcotic and Non Narcotic Analgesic..pdf
Narcotic and Non Narcotic Analgesic..pdfNarcotic and Non Narcotic Analgesic..pdf
Narcotic and Non Narcotic Analgesic..pdf
 
4.11.24 Mass Incarceration and the New Jim Crow.pptx
4.11.24 Mass Incarceration and the New Jim Crow.pptx4.11.24 Mass Incarceration and the New Jim Crow.pptx
4.11.24 Mass Incarceration and the New Jim Crow.pptx
 
week 1 cookery 8 fourth - quarter .pptx
week 1 cookery 8  fourth  -  quarter .pptxweek 1 cookery 8  fourth  -  quarter .pptx
week 1 cookery 8 fourth - quarter .pptx
 
BIOCHEMISTRY-CARBOHYDRATE METABOLISM CHAPTER 2.pptx
BIOCHEMISTRY-CARBOHYDRATE METABOLISM CHAPTER 2.pptxBIOCHEMISTRY-CARBOHYDRATE METABOLISM CHAPTER 2.pptx
BIOCHEMISTRY-CARBOHYDRATE METABOLISM CHAPTER 2.pptx
 
ICS2208 Lecture6 Notes for SL spaces.pdf
ICS2208 Lecture6 Notes for SL spaces.pdfICS2208 Lecture6 Notes for SL spaces.pdf
ICS2208 Lecture6 Notes for SL spaces.pdf
 
DIFFERENT BASKETRY IN THE PHILIPPINES PPT.pptx
DIFFERENT BASKETRY IN THE PHILIPPINES PPT.pptxDIFFERENT BASKETRY IN THE PHILIPPINES PPT.pptx
DIFFERENT BASKETRY IN THE PHILIPPINES PPT.pptx
 
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
 
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptxINTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
INTRODUCTION TO CATHOLIC CHRISTOLOGY.pptx
 
ROLES IN A STAGE PRODUCTION in arts.pptx
ROLES IN A STAGE PRODUCTION in arts.pptxROLES IN A STAGE PRODUCTION in arts.pptx
ROLES IN A STAGE PRODUCTION in arts.pptx
 
Congestive Cardiac Failure..presentation
Congestive Cardiac Failure..presentationCongestive Cardiac Failure..presentation
Congestive Cardiac Failure..presentation
 
Reading and Writing Skills 11 quarter 4 melc 1
Reading and Writing Skills 11 quarter 4 melc 1Reading and Writing Skills 11 quarter 4 melc 1
Reading and Writing Skills 11 quarter 4 melc 1
 
4.11.24 Poverty and Inequality in America.pptx
4.11.24 Poverty and Inequality in America.pptx4.11.24 Poverty and Inequality in America.pptx
4.11.24 Poverty and Inequality in America.pptx
 
Oppenheimer Film Discussion for Philosophy and Film
Oppenheimer Film Discussion for Philosophy and FilmOppenheimer Film Discussion for Philosophy and Film
Oppenheimer Film Discussion for Philosophy and Film
 
Q-Factor HISPOL Quiz-6th April 2024, Quiz Club NITW
Q-Factor HISPOL Quiz-6th April 2024, Quiz Club NITWQ-Factor HISPOL Quiz-6th April 2024, Quiz Club NITW
Q-Factor HISPOL Quiz-6th April 2024, Quiz Club NITW
 
Mattingly "AI & Prompt Design: Large Language Models"
Mattingly "AI & Prompt Design: Large Language Models"Mattingly "AI & Prompt Design: Large Language Models"
Mattingly "AI & Prompt Design: Large Language Models"
 

Health Information System: Interoperability and Integration to Maximize Effective Decision Making

  • 1. Health Information System Interoperability and Integration to Maximize Effective Decision Making Manish Kumar, MPH, MS Sam Wambugu, MPH, PMP MEASURE Evaluation October 6, 2015 Brown Bag Presentation USAID
  • 2. Outline • Describe ecology of HIS • Discuss issues around interoperability and integration • Present country and global experiences • Key messages • Tools and resources
  • 3. Adapted by MEASURE Evaluation from Common Road Map Steering Committee. Roadmap for Health Measurement and Accountability. June 2015. Washington, DC: World Bank Group, USAID, and the World Health Organization. Available from http://ma4health.org.
  • 4. HIS situation in LMICs • Weak health systems, leadership, and governance • Inadequate capacity • Limited user engagement • Lack of standards • Redundant data • Data quality issues • Fragmented HIS
  • 5.
  • 6. What can we do? • Collaborate and conduct HIS landscape assessment • Agree on health information needs • Develop standard measurement indicators • Develop data and interoperability standards • Build technical, institutional, and organizational capacity Develop country HIS architecture.
  • 7. What is interoperability? Ability of health information systems to work together within and across organizational boundaries in order to advance the effective delivery of healthcare for individuals and communities. Ability of different information technology systems and software applications to communicate, exchange data, and use the information that has been exchanged. Source: HMISS Interoperability and Standards Toolkit
  • 8. What are data standards? Broadly grouped under two categories: • Data representation standards  Data structure-XML  Data semantics-ICD10, SNOWMED, LOINC • Data interchange standards  HL7 Context of standards is the information architecture
  • 9.
  • 10. Country and global experiences • Liberia • Swaziland • DATIM
  • 11. HIS situation in Liberia • Progress in generating service delivery data through the HMIS and using them for decision making • Limited development of resource information systems • Fragmented HIS components and data sources  Example: weak link between HMIS and DHIS 2 • Lack of ‘co-operability’ among multiple partners • Outdated HIS strategic plan (2009) • Lack of adequate ICT infrastructure and capacity
  • 12. HIS strengthening in Liberia • Conducted overall HMIS and ICT infrastructure assessment • Facilitated development of HIS Strategy 2015−2021  Supported MOH to create a stakeholder coordination mechanism  Facilitated stakeholder consultation to achieve consensus on the strategy and operational plan • Supporting development of HIS data architecture • Provide technical assistance to accelerate the process of integrating HIS systems and their sub-systems • Facilitating collaboration between MOH and OpenHIE community • Enhance MOH capacity to use data for decision making
  • 13. HIS situation in Swaziland Results of HIMS assessments in Swaziland: • Parallel/ disease specific systems • Too many data collection tools • Lack of procedures for data collection • Lack of a modern, patient-based information system to capture, store, and retrieve a clean dataset
  • 14. 1. Developed an enterprise architecture plan 2. Established a Strategic Information Department for MOH 3. Developed a consolidated patient file and a Unique Patient Identifier 4. Developed a modular client management information system (CMIS) / EMR 5. Developed clinical data servers (distributed data servers) 6. Ongoing development of clinical data warehouse Swaziland HMIS strengthening steps
  • 15.
  • 16.
  • 17. Key messages • Promote country ownership and build local capacity • Establish stakeholder collaboration and coordination • Agree on information needs and architecture for health systems • Develop/adapt standards-based health information architecture • Promote institutional mechanism for data use
  • 18. Tools and resources Common Road Map Steering Committee. Roadmap for Health Measurement and Accountability. June 2015. Washington, DC: World Bank Group, USAID, and the World Health Organization. Available from http://ma4health.org. Gobee Group. Regional, Real-Time Data Infrastructure for Ebola Response: An Assessment of On-The-Ground Data Systems and Realistic Opportunities for Transformation in Guinea, Liberia & Sierra Leone. Gobeegroup.com. July 2015. HIMSS. HIMSS Interoperability and Standards Toolkit. Available from http://www.himss.org/library/interoperability-standards/toolkit HMN WHO. Framework and Standards for Country Health Information Systems. Second Edition ed. Geneva: World Health Organization: Geneva, 2008 Principles for Digital Development. Available from http://digitalprinciples.org/wp- content/uploads/2015/05/Principles-Overview.pdf Ritz D, Althauser C, Wilson K. Connecting Health Information Systems for Better Health: Leveraging interoperability standards to link patient, provider, payor, and policymaker data. Seattle, WA: PATH and Joint Learning Network for Universal Health Coverage, 2014
  • 19. MEASURE Evaluation is funded by the U.S. Agency for International Development (USAID) under terms of Cooperative Agreement AID-OAA-L-14-00004 and implemented by the Carolina Population Center, University of North Carolina at Chapel Hill in partnership with ICF International, John Snow, Inc., Management Sciences for Health, Palladium Group, and Tulane University. The views expressed in this presentation do not necessarily reflect the views of USAID or the United States government. www.measureevaluation.org