Journal article

Early Lessons From Ethiopia in Establishing a Data Triangulation Process to Analyze Immunization Program and Supply Data for Decision Making

Strengthening data use and quality is critical to achieving high, equitable immunization coverage. One approach that is being increasingly recognized as effective in improving data use and quality is data triangulation, which can provide more information for decision making in public health programs.

In Ethiopia, immunization program data has had ongoing quality challenges, including timeliness, completeness, and accuracy. Some data are reported through different systems to different departments, and coordination between departments is limited.

JSI, through the Universal Immunization through Improving Family Health Services (UI-FHS) project, introduced a data review process and an Excel tool for triangulating immunization program data and vaccine supply data to improve data quality and programmatic decision making. The user-friendly Immunization Data Triangulation Tool (IDTT) provides decision-support information—such as scoring of districts based on performance—and suggests follow-up actions. It also highlights gaps between vaccines supplied and consumed and helps managers determine the next steps to address programmatic, supply, or data quality issues.

The data review process and IDTT were rolled out in 2 regions in Ethiopia. UI-FHS documented learning to understand the feasibility of the IDTT’s application as a decision-making tool by conducting key informant interviews and observing how the IDTT was used at monthly data review meetings.

Health managers who used the tool reported ease of use and clear benefits, including more accessible and synthesized data, which prompted decision making and actions to improve services and supply, such as expanding the number of immunization sites. Challenges with the availability of vaccine supply data hindered managers' ability to leverage triangulated data fully, but the data triangulation process prompted cross-departmental collaboration to address this gap.

These early findings show promise in the ability of immunization programs to successfully use triangulated data to address challenges and provide lessons for introducing new tools or processes into health systems.

Languages

  • English

Publication year

2022

Journal

Global Health: Science and Practice

Volume

June 2022

Countries

WHO Regions

IRMMA

The resource is included in the following table:

TitleAuthorYearTypeLanguage
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Contribution of Health Information System to Child Immunization Services in Ethiopia: Baseline Study of 33 WoredasAbebaw Worku, Hibret Alemu, Hiwot Belay, Afrah Mohammedsanni, Wubshet Denboba, Frehiwot Mulugeta, Shemsedin Omer, Biruk Abate, Mesoud Mohammed, Mohammed Ahmed, Yakob Wondarad, Meskerem Abebaw2022Journal articleEnglish
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Early Learning from Zero-Dose Practitioners in Nigeria and Uganda: Gavi ZDLH Inter-Country Peer Exchange (ZDLH-X2)The Geneva Learning Foundation, JSI, Gavi, the Vaccine Alliance, IIHMR, Delhi, Zero-Dose Learning Hub2023RepositoryEnglish
Early Lessons From Ethiopia in Establishing a Data Triangulation Process to Analyze Immunization Program and Supply Data for Decision MakingDisha Ali, Belayneh Dagnew, Wendy Prosser, Lisa Oot, Natasha Kanagat, Daniel Girma, Amare Bayeh, Adriana Almiñana2022Journal articleEnglish
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Exploring the Landscape of Routine Immunization in Nigeria: A Scoping Review of Barriers and FacilitatorsYahaya Mohammed, Heidi W. Reynolds, Hyelshilni Waziri, Adam Attahiru, Ahmed Olowo-okere, Moreen Kamateeka, Ndadilnasiya Endie Waziri, Aminu Magashi Garba, Gustavo C. Corrêa, Rufai Garba, Nancy Vollmer, Patrick Mboya Nguku2024Journal articleEnglish
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Immunization Data Triangulation Tool (IDTT)JSI2020ToolEnglish
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Improve Data Quality to Make the Most of Important ResourcesUniversal Immunization through Improving Family Health Services (UI-FHS), JSI2018ToolEnglish
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