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Socio-economic and geographic equity in maternal health services utilization in Ethiopia: a community-based cross-sectional study
Open accessAbstract
BACKGROUND: Addressing disparities in reproductive, maternal, newborn, and child health services is crucial in achieving the Sustainable Development Goal of universal health coverage. The persistence of social and geographic disparities in maternal health service coverage and utilization poses significant challenges. Ensuring equity in health service access and utilization as part of universal health coverage requires evidence whether these inequities exist. This study aimed to measure socio-economic and geographic equity in coverage and effective coverage of both antenatal care and skilled birth attendance. METHODS: We conducted a secondary analysis of data collected from the Performance Monitoring for Action Ethiopia from 2019 to 2020, including 2714 postpartum women at around six weeks and service delivery point assessment data from 462 health facilities. We measured inequities in the utilization of four or more antenatal care visits and skilled birth attendance using equiplots and concentration index. Moran's I, Getis-Ord Gi statistics and Kriging interpolations were employed to analyze geographic variations of maternal health service utilization. RESULTS: In this study, 40% (95%CI: 36, 45) utilized four or more ANC visits, and 12% (95%CI: 11, 14) received quality antenatal care. Over half (54%, 95%CI: 48, 59) of women utilized skilled birth attendance, but only 7% (95%CI: 4, 8) received quality delivery care. The absolute equity gap between the least poor and the poorest women was 43 percentage points for ANC visits and 65 percentage points for skilled birth attendance. A higher proportion of women in Central and Northern parts of Ethiopia had four or more ANC visits and utilized skilled birth attendance, while most parts of the Eastern part of the country and most areas in the South had low levels of utilization. CONCLUSION: The coverage of four or more antenatal care visits and skilled birth attendance was low and inequitable, with the poorest women receiving fewer services. The coverage varied across different parts of the country. Interventions that target groups of women and geographic areas with low coverage of services are crucial for reaching the goal of universal health coverage.
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Reproductive-age women in urban areas reported the least financial barriers to access healthcare compared to their counterparts in rural areas.
“Additionally, reproductive-age women in urban areas reported the least financial barriers to access healthcare compared to their counterpart in rural areas”
From Financial barriers to healthcare access among reproductive-age women in Sierra Leone: evidence from demographic health surveys of 2008, 2013, and 2019 (2026) · cites this paper as [45]
The Discussion suggests that transportation costs may hinder maternal-service use, particularly for impoverished women in rural areas. It does not report that urban women had the fewest financial barriers, or measure a financial-barrier comparison between urban and rural women. (LLM, conf=0.82)
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Cites
Ahmed, S., Creanga, A. A., Gillespie, D. G., & TSUI, A. O. (2010) · PLoS ONE · doi:10.1371/journal.pone.0011190 · Cited by 906
Say, L., & Raine, R. (2007) · Bulletin of the World Health Organization · doi:10.2471/blt.06.035659 · Cited by 585
Mulu, S., Lieberman, L. S., & Giedraitis, V. (2014) · BMC Pregnancy and Childbirth · doi:10.1186/1471-2393-14-161 · Cited by 397
Barriers to Accessing Maternal Care in Low Income Countries in Africa: A Systematic Review.
Dahab, R., & Sakellariou, D. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17124292 · Cited by 335
Comparison of GIS-based interpolation methods for spatial distribution of soil organic carbon (SOC)
Bhunia, G. S., Shit, P. K., & Maiti, R. (2016) · Journal of the Saudi Society of Agricultural Sciences · doi:10.1016/j.jssas.2016.02.001 · Cited by 335
Benova, L., Tunçalp, Ö., Moran, A. C., & Campbell, O. M. R. (2018) · BMJ Global Health · doi:10.1136/bmjgh-2018-000779 · Cited by 281
Bauserman, M., Lokangaka, A. L., Thorsten, V., Tshefu, A. K., Goudar, S. S., Esamai, F., Garcés, A., Saleem, S., Pasha, O., Patel, A., et al. (2015) · Reproductive Health · doi:10.1186/1742-4755-12-s2-s5 · Cited by 216
Ritchie, L. M. P., Khan, S., Moore, J. E., Timmings, C., van Lettow, M., Vogel, J. P., Khan, D. N., Mbaruku, G. M., Mrisho, M., Mugerwa, K. Y., et al. (2016) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2016.02.017 · Cited by 207
Tessema, G. A., Laurence, C., Melaku, Y. A., Misganaw, A., Woldie, S. A., Hiruye, A., Amare, A. T., Lakew, Y., Zeleke, B. M., & Deribew, A. (2017) · BMC Public Health · doi:10.1186/s12889-017-4071-8 · Cited by 204
Spatial autocorrelation analysis of health care hotspots in Taiwan in 2006
Tsai, P.-J., Lin, M.-L., Chu, C.-M., & Perng, C. (2009) · BMC Public Health · doi:10.1186/1471-2458-9-464 · Cited by 199
Alam, N., Hajizadeh, M., Dumont, A., & Fournier, P. F. (2015) · PLoS ONE · doi:10.1371/journal.pone.0120922 · Cited by 139
Zimmerman, L. A., Desta, S., Yihdego, M. G., Rogers, A., Amogne, A., Karp, C. A., Wood, S. N., Creanga, A. A., Ahmed, S., Seme, A., et al. (2020) · Gates Open Research · doi:10.12688/gatesopenres.13161.1 · Cited by 122
Self-citationGebre, E., Worku, A., & Fawole, B. (2018) · Reproductive Health · doi:10.1186/s12978-018-0556-x · Cited by 104
Arroyave, L., Saad, G. E., Victora, C. G., & Barros, A. J. D. (2021) · International Journal for Equity in Health · doi:10.1186/s12939-021-01440-3 · Cited by 87
Alkenbrack, S., Chaitkin, M., Zeng, W., Couture, T., & Sharma, S. (2015) · PLoS ONE · doi:10.1371/journal.pone.0134905 · Cited by 60
Wuneh, A. D., Medhanyie, A. A., Mulugeta, A., Persson, L. Å., Schellenberg, J., & Okwaraji, Y. B. (2019) · International Journal for Equity in Health · doi:10.1186/s12939-019-1111-2 · Cited by 53
Self-citationSidze, E., Wekesah, F. M., Kisia, L., & Abajobir, A. A. (2021) · Maternal and Child Health Journal · doi:10.1007/s10995-021-03250-z · Cited by 52
Equity in maternal health care service utilization: a systematic review for developing countries
Çalışkan, Z., Kılıç, D., Öztürk, S., & Atılgan, E. (2015) · International Journal of Public Health · doi:10.1007/s00038-015-0711-x · Cited by 49
Asefa, A., Gebremedhin, S., Marthias, T., Nababan, H. Y., Christou, A., Semaan, A. T., Banke-Thomas, A. O., Tabana, H., Al‐beity, F. M. A., Dossou, J., et al. (2023) · International Journal for Equity in Health · doi:10.1186/s12939-023-02015-0 · Cited by 48
Defar, A., Okwaraji, Y. B., Tigabu, Z., Persson, L. Å., & Alemu, K. (2019) · International Journal for Equity in Health · doi:10.1186/s12939-019-1079-y · Cited by 48
Self-citationDadi, T. L., Medhin, G., Kasaye, H. K., Kassie, G. M., Gerbaba, M. J., Gobezie, W. A., Alemayehu, Y. K., & Teklu, A. M. (2021) · Reproductive Health · doi:10.1186/s12978-021-01265-x · Cited by 44
Addisu, D., Mekie, M., Melkie, A., Abie, H., Dagnew, E., Bezie, M., Ayele, A. D., Zewude, S. B., & Chanie, E. S. (2022) · Women s Health · doi:10.1177/17455057221091732 · Cited by 39
Effective coverage of antenatal care services in Ethiopia: a population-based cross-sectional study
Abdissa, Z. D., Alemu, K., Lemma, S., Berhanu, D., Defar, A., Getachew, T., Schellenberg, J., Marchant, T., Shiferaw, S., Tariku, A., et al. (2024) · BMC Pregnancy and Childbirth · doi:10.1186/s12884-024-06536-6 · Cited by 31
Self-citationHuda, T. M., Hayes, A., & Dibley, M. J. (2018) · Journal of Global Health · doi:10.7189/jogh.08.010416 · Cited by 30
Ahmed, M. A. A., Hamelin‐Brabant, L., & Gagnon, M. ‐. (2018) · BMC Pregnancy and Childbirth · doi:10.1186/s12884-018-2027-3 · Cited by 28
Willey, B., Waiswa, P., Kajjo, D., Munos, M. K., Akuze, J., Allen, E., & Marchant, T. (2018) · PubMed Central · doi:10.7189/jogh.08.010601 · Cited by 25
Self-citationZelka, M. A., Worku, A., & Debelew, G. T. (2022) · Reproductive Health · doi:10.1186/s12978-022-01508-5 · Cited by 25
Abraha, A., Myléus, A., Byass, P., Kahsay, A., & Kinsman, J. (2019) · PLoS ONE · doi:10.1371/journal.pone.0218101 · Cited by 22
Addo, I. Y., Acquah, E., Nyarko, S. H., Boateng, E. N. K., & Dickson, K. S. (2023) · PLoS ONE · doi:10.1371/journal.pone.0280992 · Cited by 17
Kitila, S. B., Feyissa, G. T., & Wordofa, M. A. (2023) · BMC Women's Health · doi:10.1186/s12905-023-02207-4 · Cited by 13
Seboka, B. T., Mamo, T. T., & Mekonnen, T. (2022) · BMC Health Services Research · doi:10.1186/s12913-022-08850-1 · Cited by 10
Flagged first, then by citations
1 of the 32 references couldn’t be matched to a known paper.
Research works printed but not linked: 5
- Ephi ICF. Ethiopia Mini Demographic and Health Survey 2019: Key IndicatorsEphi ICF. Ethiopia Mini Demographic and Health Survey 2019: Key Indicators. Mid Atlantic Region: EPHI and ICF; 2019.
- Abraha A, Mylus A, Byass P, Kahsay A, Kinsman J. Three-tier Ethiopian health care system (Source: Ethiopian health sector development plan 2010–2015). PLOS One. 2019;14(6):e0218101. https://doi.org/10.1371/journal.pone.0218101.g001. · DOI
- Mitchell A. The ESRI Guide to GIS Analysis, Volume 2. ESRI Press; 2005.
- Lawson AB. Statistical methods in spatial epidemiology. John Wiley & Sons; 2013.
- Joseph Kwame Wulifan ADDaJS. Nomadic pastoralists’ experience accessing reproductive and maternal healthcare services in low and middle-income countries: A contextual scoping review Pastoralism. 2022;12:47.
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Belayneh, M., Berego, Y. S., Guillén‐Grima, F., & Yoseph, A. (2026) · Women s Health · doi:10.1177/17455057261442711 · Cited by 3
Sesay, U. (2026) · Reproductive Health · doi:10.1186/s12978-026-02321-0
“Additionally, reproductive-age women in urban areas reported the least financial barriers to access healthcare in Ethiopia [45], and Bangladesh [46].”
Assefa, E. D., Alem, S. G., Yallew, W. W., Teshite, D., Berhanu, D., Bekele, G., Suhowatsky, S., Noguchi, L., & Worku, A. (2025) · medRxiv · doi:10.1101/2025.10.19.25338328
Self-citationAbeid, R. A. (2026) · Research Square · doi:10.21203/rs.3.rs-9834714/v1
Abate, B. J., Taye, E. A., Andargie, E. M., Kebede, H. A., Alemaw, H. B., Kebede, S. A., Edin, A., Tadesse, M. S., Ayele, A., & Teshome, A. (2026) · Global Health Action · doi:10.1080/16549716.2026.2686564
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Tadesse, T., Melesse, D. Y., Dejene, T., Vatish, M., & Knight, M. (2026) · Clinical Epidemiology and Global Health · doi:10.1016/j.cegh.2026.102438
Assefa, S. K., Zegeye, A., Abate, B. J., Asgedom, D. K., Taye, E. A., Andargie, E. M., Alemu, E. A., Kebede, H. A., Alemaw, H. B., Endalamew, S. G., et al. (2026) · International Journal of Epidemiology · doi:10.1093/ije/dyag158
Mutaru, A., Santis, J. P. D., & Junior, H. P. D. O. S. (2026) · SAGE Open Nursing · doi:10.1177/23779608261487497
Abdulle, A. A., Hassan, Y. S. A., Omar, M. A., Shidane, H. M., Abdi, Y. H., Ahmed, N. M., Bashir, S., & Muse, A. H. (2026) · Women s Health · doi:10.1177/17455057261496037
Metadata
- Authors
- Denu, Z., Defar, A., Persson, L., Lemma, S., Berhanu, D., Getachew, T., Shiferaw, S., Tariku, A., Guadu, T., Zelalem, M., Taye, G., Schellenberg, J., Marchant, T., & Alemu, K.
- Affiliations
- University of Gondar (ET)
- London School of Hygiene & Tropical Medicine (GB)
- Ethiopian Public Health Institute (ET)
- Addis Ababa University (ET)
- Federal Ministry of Health (ET)
- Corresponding author
- Denu, Zewditu
- ORCID
- Venue
- BMC Health Services Research
- Published
- 2025-04-26
- Volume
- 25
- Issue
- 1
- Pages
- 610-610
- ISSN
- 1472-6963 (ISSN-L)
- PMC
- PMC12032688
- OpenAlex
- W4409828128
- Cited by
- 10
- References
- 32
- Citations by year
- 2026: 9 · 2025: 1
- FWCI
- 15.22
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- BMC Health Services Research (publishedVersion, cc-by-nc-nd)
- PubMed Central (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- LSHTM Research Online (London School of Hygiene and Tropical Medicine) (acceptedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- Bill and Melinda Gates Foundation
- Topics
- Health Sciences › Medicine › Pediatrics, Perinatology and Child Health › Global Maternal and Child Health
- Social Sciences › Health › Public Health and Social Inequalities
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Healthcare Systems and Reforms
- Keywords
- maternal health service utilization, prenatal care, skilled birth attendance, health equity, socioeconomic disparities, geographic disparities, effective coverage, universal health coverage, postpartum women, Ethiopia
- MeSH terms
- Adolescent, Adult, Cross-Sectional Studies, Ethiopia, Female, Health Services Accessibility, Humans, Maternal Health Services, Patient Acceptance of Health Care, Pregnancy, Prenatal Care, Socioeconomic Factors, Healthcare Disparities, Young Adult
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