Evidence map›Paper›PMID 42018516›Full record

ArticlePLOS global public health2026

Exploring gender-intentional implementation of Digital Health Information for Immunization in Ethiopia.

Getasew Amare, Betelhem Abebe Andargie, Patricia Mechael, Xueli Qiu, Michelle R Kaufman, Berhanu Fikadie Endehabtu, Kassahun Alemu, Erica Layer, Sarah Cunard Chaney, Binyam Tilahun

Abstract read
In one paragraph

Article in PLOS global public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Getasew AmareCenter for Digital Health and Implementation Sciences, University of Gondar, Gondar, Ethiopia.ORCID https://orcid.org/0000-0003-2147-9754
Betelhem Abebe AndargieCenter for Digital Health and Implementation Sciences, University of Gondar, Gondar, Ethiopia.
Patricia Mechaelhealth.enabled, Washington, District of Columbia, United States of America.ORCID https://orcid.org/0000-0002-1034-0549
Xueli QiuDepartment of Health Behavior and Society, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, United States of America.ORCID https://orcid.org/0000-0001-8930-8172
Michelle R KaufmanDepartment of Health Behavior and Society, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, United States of America.ORCID https://orcid.org/0000-0003-1901-8676
Berhanu Fikadie EndehabtuCenter for Digital Health and Implementation Sciences, University of Gondar, Gondar, Ethiopia.
Kassahun AlemuCenter for Digital Health and Implementation Sciences, University of Gondar, Gondar, Ethiopia.
Erica Layerhealth.enabled, Washington, District of Columbia, United States of America.
Sarah Cunard Chaneyhealth.enabled, Washington, District of Columbia, United States of America.ORCID https://orcid.org/0000-0002-4734-7576
Binyam TilahunCenter for Digital Health and Implementation Sciences, University of Gondar, Gondar, Ethiopia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Despite growing investment in digital health for immunization, there is limited evidence on how gender is considered into design and implementation. In 2022, Ethiopia launched a Gender-intentional Digital Health Information Roadmap with the support of Gavi, the Vaccine Alliance; however, the operationalization of gender strategies remains unclear. This qualitative study explored gender inclusiveness in digital health for immunization in Ethiopia, drawing on document reviews, participatory workshops, key informant interviews, and stakeholder analysis across selected three regions in Ethiopia. Findings revealed that women dominate frontline roles as caregivers and vaccinators but remain underrepresented in supervisory, leadership, and digital system development positions. Although gender strategies and units exist, implementation is weak, with limited gender awareness and no intentional planning. In addition, a notable gender digital divide persists. Senior leadership role assignments, despite competence, depend on ability for women to balance responsibilities and travel with household duties. The routine health data systems, like District Health Information Software, version 2, lack sex-disaggregated immunization data, hindering gender-informed decision making. Enabling factors include national prioritization of gender equity, empowerment programs, and partner support, whereas barriers include cultural norms, inadequate advocacy, weak accountability, and insufficient resources. Embedding gender-transformative approaches is vital for equitable, inclusive digital health information and associated health system and immunization outcomes in Ethiopia.

Identifiers

PMID42018516
PMCPMC13102215

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LicenceCC BY
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.