datavisualizaontostrengthen$ data3based$decision$making ...product: quarterly update summarizing...
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Data visualiza+on to strengthen data-‐based decision making &
communica+on
Anne Hyre, EMAS Chief of Party, Jhpiego Maya Tholandi, EMAS M&E Director, Jhpiego
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Expanding Maternal and Neonatal Survival (EMAS)
• USAID-‐funded • 150 hospitals, 300 health
centers • 6 provinces, 30 districts,
200+ staff • ConsorIum: Jhpiego, RTI,
Save, LKBK, Muhammadiyah
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Where we started
• Data visualizaIon was not our goal • We invested in systems to strengthen data quality and collect relevant informaIon
• This foundaIon of relevant, quality data facilitated effecIve visualizaIon
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Data Sources
• Standardized registers – Tracking approximately 40,000 births per quarter
• Performance standards – Quarterly assessments by faciliIes
• Death/near miss reviews
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CommunicaIng Results
Examples of products • Monthly Facility-‐level Data
Dashboards • Monthly MOH report • Quarterly M&E Update • Annual Report: ExecuIve
Summary for the MOH
• Audience • What informaIon do they
need? • How frequently do they need
it? • Availability and quality of the
data • How should the informaIon
be analyzed and organized to maximize its message?
• Incorporate data visualizaIon to maximize results communicaIon
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A FEW EXAMPLES OF HOW WE LOOK AT OUR DATA
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Facility-‐level Data VisualizaIon
Data for decision making posters to track performance trends
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Facility-‐level Data VisualizaIon
Data use and visualiza+on on
the ward
Clinical Dashboard to Monitor Monthly Performance
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§ 22 Phase 1 Hospitals § 53 Phase 2 Hospitals
Year 4 Target
Combining performance on clinical standards with service staIsIcs
25%
18%
42% 41%
54% 60%
70% 76% 75%
80%
75%
81%
61% 64%
69%
76% 77%
71%
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
July-‐Sept 2012 Oct-‐Dec 2012 Jan-‐March 2013
April-‐June 2013
July-‐Sept 2013 Oct-‐Dec 2013 Jan-‐March 2014
April-‐June 2014
July-‐Sept 2014 Oct-‐Dec 2014 Jan-‐March 2015
Apr-‐June 2015
% of Women Delivering Preterm Given ACS Compared with Hospital Achievement on Related Clinical Standard (Newborn Tool #4)
Phase 1: % of ACS standards achieved (neonatal, tool 4) Phase 2: % of ACS standards achieved (neonatal, tool 4)
Phase 1: % of preterm with ACS Phase 2: % of preterm with ACS
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Data à Tailored InformaIon à DisseminaIon à Use à Decision Making
Audience: Leadership Product: Quarterly Update Summarizing Trends in Program Performance
Audience: Field Teams Product: Facility-level Dashboard with Monthly Coverage of Evidence-based Interventions; color-coded for follow-up
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Combining GIS and performance against annual targets to guide internal program management
Use of Mapping to Visualize Results Across a Decentralized Program
*Note: coverage data are only available from EMAS-‐supported facili=es
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Lessons Learned
• EffecIve data visualizaIon requires relevant data of sufficient quality to mobilize acIon
• Develop data products with primary users to maximize uIlity
• InformaIon is POWERFUL! Data serve as a catalyst for acIon when trusted, available, and visible
• VisualizaIon facilitated a broader awareness of performance & improved results communicaIon within the EMAS program and in supported health faciliIes
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Thank you! For any quesIons, please contact [email protected]