Evidence map›Paper›PMID 41741022›Full record

ReviewBMJ global health2026

Effective coverage practice in Ethiopia.

Seblewengel Lemma, Anene Tesfa Berhanu, Ashenif Tadele, Bantalem Yihun, Bereket Yakob, Dessalegn Y Melesse, Fikreselassie Getachew, Getachew Tollera, Hiwot Achamyeleh, Mihiretu Alemayehu Arba and 12 more

Abstract readReview
In one paragraph

Review in BMJ global health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

22 authors.

Seblewengel LemmaDepartment of Disease Control, London School of Hygiene and Tropical Medicine, London, England, UK s.abreham@ucl.ac.uk.ORCID http://orcid.org/0000-0001-5910-3723
Anene Tesfa BerhanuHealth System and Reproductive Health Research Directorate, Ethiopian Public Health Institute, Addis Ababa, Ethiopia.ORCID http://orcid.org/0000-0003-3513-1097
Ashenif TadeleHealth System and Reproductive Health Research Directorate, Ethiopian Public Health Institute, Addis Ababa, Ethiopia.ORCID http://orcid.org/0000-0001-5584-7565
Bantalem YihunEthiopia Ministry of Health, Addis Ababa, Addis Ababa, Ethiopia.ORCID http://orcid.org/0009-0000-2133-3208
Bereket YakobSchool of Nursing and Public Health, University of KwaZulu-Natal College of Health Sciences, Durban, KZN, South Africa.
Dessalegn Y MelesseCommunity Health Science, University of Manitoba, Winnipeg, Manitoba, Canada.ORCID http://orcid.org/0000-0003-3917-5329
Fikreselassie GetachewHealth System and Reproductive Health Research Directorate, Ethiopian Public Health Institute, Addis Ababa, Ethiopia.
Getachew TolleraOffice of the Director General, Ethiopian Public Health Institute, Addis Ababa, Ethiopia.ORCID http://orcid.org/0000-0002-5575-8439
Hiwot AchamyelehHealth System and Reproductive Health Research Directorate, Ethiopian Public Health Institute, Addis Ababa, Ethiopia.
Mihiretu Alemayehu ArbaDepartment of Reproductive Health, College of Health Sciences and Medicine Wolaita Sodo University, Wolaita Sodo, Ethiopia.ORCID http://orcid.org/0000-0002-2459-7476
Misrak GetnetHealth System and Reproductive Health Research Directorate, Ethiopian Public Health Institute, Addis Ababa, Ethiopia.
Joanna SchellenbergDepartment of Disease Control, London School of Hygiene and Tropical Medicine, London, England, UK.ORCID http://orcid.org/0000-0002-0708-3676
Josephine ExleyDepartment of Disease Control, London School of Hygiene and Tropical Medicine, London, England, UK.ORCID http://orcid.org/0000-0002-6501-0854
Kassahun AlemuUniversity of Gondar College of Medicine and Health Sciences, Gondar, Ethiopia.ORCID http://orcid.org/0000-0003-4647-5178
Lars Åke PerssonDepartment of Disease Control, London School of Hygiene and Tropical Medicine, London, England, UK.ORCID http://orcid.org/0000-0003-0710-7954
Tadesse GuaduDepartment of Environmental Health, University of Gondar, Gondar, Ethiopia.
Theodros GetachewHealth System and Reproductive Health Research Directorate, Ethiopian Public Health Institute, Addis Ababa, Ethiopia.ORCID http://orcid.org/0000-0002-6486-0531
Zewditu Abdissa DenuAnaesthesia, University of Gondar College of Medicine and Health Sciences, Gondar, Amhara, Ethiopia.ORCID http://orcid.org/0000-0003-0221-4101
Zewdie MullisaJohn Snow Inc (JSI), Addis Ababa, Ethiopia.ORCID http://orcid.org/0000-0002-3947-9579
Tanya MarchantDepartment of Disease Control, London School of Hygiene and Tropical Medicine, London, England, UK.ORCID http://orcid.org/0000-0002-4228-4334
Effective coverage technical working group
Abc

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Effective coverage measurement has emerged as a tool to help understand health system performance for the provision of high-quality health care. Using a cascade approach that combines data on demand- and supply-side steps, effective coverage measures highlight where gaps in the health system exist and how improvements might be made so that more people benefit from the potential of the health services available to them. In practice, however, there are challenges in making this work. This analysis paper aimed to highlight those challenges in calculating effective coverage in Ethiopia, using antenatal care as a test case, and propose a solution.In Ethiopia, government leaders are committed to taking a data-informed approach to improving health care quality. To support this, an effective coverage technical working group was formed of individuals with experience of effective coverage analysis in Ethiopia to share knowledge and create learning for a way forward.Through methods analysis of one common indicator, the effective coverage of antenatal care, four key challenges were identified by the group: (1) features of the data sources used, (2) the number of cascade steps included in the effective coverage calculations, (3) the data elements included within cascade steps and (4) the methods applied to generate composite indicators.Multiple small differences were observed to have an influence on the usability of effective coverage measures for decision-making. The group concluded that greater transparency in reporting effective coverage measures was urgently needed and proposed and discussed the use of a reporting checklist for this purpose.

Indexed as

Prenatal CareQuality of Health CareEthiopiaFemaleHumansPregnancyHealth services researchHealth systemsMaternal health

Identifiers

PMID41741022
PMCPMC12970043

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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 Socratic graph.