ArticleBMC health services research2021
Examining barriers to healthcare access and utilization of antenatal care services: evidence from demographic health surveys in sub-Saharan Africa.
Article in BMC health services research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 44 papers.
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.
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.
Who cites it
44 citing papers in PubMed, 63 citations in OpenAlex.
- Health Care Access Barriers Among Reproductive-Age Women in East Africa: Development and Validation of Machine Learning Prediction Models Using DHS Data.JMIR medical informatics · 2026Article
- Factors influencing antenatal care utilisation in Madang Province, Papua New Guinea: a qualitative study.BMC pregnancy and childbirth · 2026Article
- Risk Factors and Awareness of Preeclampsia Among Pregnant Women Attending Antenatal Care in Nasarawa State.Public health challenges · 2026Article
- Utilization of antenatal care services among pregnant women in an urban informal settlement in Nairobi, Kenya.BMC pregnancy and childbirth · 2026Article
- Healthcare access barriers and maternal healthcare service uptake in 14 sub-Saharan African countries (2017-2021): a propensity score matched analysis.BMJ public health · 2026Article
- Barriers to Maternal and Neonatal Healthcare in Cameroon: A Qualitative Study of Key Stakeholder for mMIST Intervention Adaptation.International journal of women's health · 2026Article
- Assessing demand and supply-side enabling and constraining factors on the provision and use of health services in urban slums of Southeast Nigeria.BMC health services research · 2025Article
- Clinicians' perspectives of managing common mental disorders among pregnant women in primary care settings: a qualitative exploratory study.Discover mental health · 2025Article
- Unlock the drivers of early ANC visits among pregnant women in Kasulu town council, Tanzania: an institutional cross-sectional study.Reproductive health · 2025Article
- Review
- Mapping Geographic Disparities in Healthcare Access Barriers Among Married Women in Pakistan: Evidence from a Nationally Representative Survey.Healthcare (Basel, Switzerland) · 2025Article
- Association between the Survey-based Women's Empowerment (SWPER) index and barriers to healthcare in sub-Saharan Africa.International health · 2025Article
- Article
- Unveiling the Disparities in the Field of Precision Medicine: A Perspective.Health science reports · 2025Article
- Article
- Delay in timing of first antenatal care utilisation among women of reproductive age in sub-Saharan Africa: a multilevel mixed effect analysis.Journal of health, population, and nutrition · 2025Article
- Determinants of attendance in antenatal care clinics in rural settings in Mali and Burkina Faso: a cross-sectional study.BMC pregnancy and childbirth · 2025Article
- Impact of health facility delivery and antenatal care on neonatal mortality in Sub-Saharan Africa: a propensity score matching analysis.BMC pregnancy and childbirth · 2025Article
- Use of eight or more antenatal care contacts and determinants among healthcare providers in Ethiopia: systematic review and meta-analysis.AJOG global reports · 2025Article
- Spatial disparities of antenatal care utilization among pregnant women in sub-Saharan Africa-Bayesian geo-additive modelling approach.Frontiers in public health · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 5 institutions in 6 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundAntenatal care utilization is one of the means for reducing the high maternal mortality rates in sub-Saharan Africa. This study examined the association between barriers to healthcare access and implementation of the 2016 WHO antenatal care services model among pregnant women seeking antenatal care in selected countries in sub-Saharan Africa.
methodsThis study considered only Demographic and Health Survey data collected in 2018 in sub-Saharan Africa. Hence, the Demographic and Health Survey data of four countries in sub-Saharan Africa (Nigeria, Mali, Guinea and Zambia) were used. A sample of 6761 from Nigeria, 1973 from Mali, 1690 from Guinea and 1570 from Zambia was considered. Antenatal care visits, categorized as < 8 visits or ≥8 visits, and time of the first antenatal care visit, categorized as ≤3 months or > 3 months (as per the WHO recommendations) were the outcome variables for this study. Both descriptive statistics and ordinal logistic regression were used to analyze the data. Crude odds ratios (cOR) and adjusted odds ratios (aOR) and p-values < 0.05 were used for the interpretation of results.
resultsWith timing of antenatal care visits, getting money needed for treatment (aOR = 1.38, 95% CI = 1.03-1.92) influenced early timing of antenatal care visits in Mali whereas getting permission to visit the health facility (aOR = 1.62, 95% CI = 1.15-2.33) motivated women to have early timing of antenatal care visits in Guinea. We found that women who considered getting money needed for treatment as not a big problem in Nigeria were more likely to have the recommended number of antenatal care visits (aOR = 1.38, 95% CI= 1.11-1.73). On the contrary, in Guinea, Zambia and Mali, getting permission to visit health facilities, getting money for treatment, distance to the health facility and not wanting to go alone were not barriers to having ≥ 8 antenatal care visits.
conclusionOur study has emphasized the role played by barriers to healthcare access in antenatal care utilization across sub-Saharan African countries. There is the need for governmental and non-governmental organizations to ensure that policies geared towards improving the quality of antenatal care and promoting good interaction between health care seekers and health care providers are integrated within the health system.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.