Evidence map›Paper›PMID 41857848›Full record

ArticleBMJ open2026

Measuring the continuum of maternal, newborn, child,and reproductive health services among postpartum women in Ethiopia: a quantile regression analysis of the composite coverage index.

Asebe Hagos, Kaleb Assegid Demissie, Tesfahun Zemene Tafere, Tirualem Zeleke Yehuala, Melak Jejaw, Azmeraw Tadele, Andualem Yalew Aschalew, Getachew Teshale Kefale, Nebebe Demis Baykemagn, Jenberu Mekurianew

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

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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

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4 · The record

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5 · Who and what money

Authors and funding

10 authors.

Asebe HagosDepartment of Health Systems and Policy, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia asebehagos21@gmail.com.ORCID http://orcid.org/0000-0002-8617-0697
Kaleb Assegid DemissieDepartment of Health Systems and Policy, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia.ORCID http://orcid.org/0009-0006-2192-6429
Tesfahun Zemene TafereDepartment of Health Systems and Policy, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia.ORCID http://orcid.org/0000-0001-8589-8558
Tirualem Zeleke YehualaDepartment of Health Informatics, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia.ORCID http://orcid.org/0009-0007-3909-8825
Melak JejawDepartment of Health Systems and Policy, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia.ORCID http://orcid.org/0009-0001-0826-5623
Azmeraw TadeleDepartment of Medical Nursing, School of Nursing, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia.ORCID http://orcid.org/0009-0007-8985-3403
Andualem Yalew AschalewDepartment of Health Systems and Policy, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia.
Getachew Teshale KefaleDepartment of Health Systems and Policy, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia.ORCID http://orcid.org/0000-0002-7781-4999
Nebebe Demis BaykemagnDepartment of Health Informatics, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia.ORCID http://orcid.org/0009-0008-9403-6915
Jenberu MekurianewDepartment of Public Health, College of Health Sciences, Debark University, Debark, Ethiopia.ORCID http://orcid.org/0009-0004-5526-3454

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveThe aim of this study was to assess the level of continuum of maternal, newborn, childand reproductive health coverage using the composite coverage index (CCI) and to identify its determinants, including socioeconomic, community context, individual and family, and health service-related factors, among postpartum women one year after childbirth in Ethiopia.

designThis study was a secondary analysis of longitudinal data from the second cohort of the performance monitoring for action (PMA) Ethiopia survey, which was conducted from 2021 to 2023. Data were collected at four intervals: a baseline survey, a 6 week postpartum survey, a 6 month postpartum survey and a 1 year postpartum survey to track reproductive, maternal, newborn, and child health indicators. SETTINGS: The study was conducted from the major regions of Ethiopia, namely Amhara, Oromia, Southern Nations, Nationalities and Peoples' and the city administration of Addis Ababa.

participantsA total of 2297 women enrolled in cohort two of PMA Ethiopia. Of these, 2072 completed the 6 week, 1874 the 6 month and 1858 (along with their 1800 children) the 1 year postpartum follow-up surveys. The final analysis was based on a weighted sample of 1793 participants. OUTCOME MEASURES: The outcome variable for this study was the continuum of maternal, newborn, child and reproductive health services, assessed using the CCI. We applied quantile regression analyses at the 10th, 25th, 50th, 75th and 90th quantiles of the outcome variable. Statistical significance of predictors was determined based on p values <0.05. Estimates for the regression coefficient, standard errors, p values and CIs were generated across the quantiles.

resultThe findings revealed that the mean CCI was 56.2% (95 % CI 52.5% to 59.8%), indicating the proportion of maternal, newborn, child, and reproductive health services received. Notably, only 4% of women received all 12 maternal, newborn, child, and reproductive health services as part of the continuum of care, while 1.1% did not receive any intervention. The study identified several factors significantly associated with CCI across different quantile levels, including maternal age, maternal education level, household wealth index, first antenatal care visit (ANC1), parity, previous facility delivery, partner encouragement, use of maternity waiting homes, and administrative regions.

conclusionBased on the findings of this study, the coverage of continuum of maternal, newborn, child and reproductive health services in Ethiopia remains low. This highlights a substantial gap in Ethiopia's progress toward the 2030 sustainable development goal target. Ethiopia must significantly accelerate efforts to improve maternal, newborn, child and reproductive health services in order to achieve the set goals. Policymakers and programme implementers should carefully consider the identified determinants when designing policies and programmes aimed at enhancing maternal, newborn, child and reproductive health outcomes.

Indexed as

Continuity of Patient CareMaternal-Child Health ServicesMaternal Health ServicesReproductive Health ServicesAdolescentAdultEthiopiaFemaleHumansInfantInfant, NewbornLongitudinal StudiesPostpartum PeriodPregnancyRegression AnalysisSocioeconomic FactorsEthiopiaHealth policyPUBLIC HEALTH

Identifiers

PMID41857848
PMCPMC13007104

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