ArticleHealth policy and planning2021
Understanding disparities in person-centred maternity care: the potential role of provider implicit and explicit bias.
Article in Health policy and planning, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06085105 (Caring for Providers to Improve Patient Experience), which is not on this map. Cited by 26 papers, 1 of them a synthesis that pooled 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.
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.
Caring for Providers to Improve Patient Experience (CPIPE) Study: A Cluster Randomized-controlled Trial to Assess the Impact of the CPIPE Intervention on Person-centered Maternity Care
Who cites it
26 citing papers in PubMed, 1 synthesis or guideline pooled it, 43 citations in OpenAlex.
- Facilitators and barriers of healthcare financing modalities for universal maternal healthcare services in East Africa: a qualitative systematic review.BMC health services research · 2025Pooled it
- Enablers and challenges of family-centred care for preterm infants in a tertiary health facility in Northern Nigeria: perspective of parents and health workers - a qualitative study.BMJ paediatrics open · 2026Article
- Women's Autonomy and Respectful Maternity Care in Zambia: A Cross-Sectional Study Using Validated Patient-Reported Measures.Maternal and child health journal · 2026Article
- Beyond the report: a qualitative exploration of safety incidents in maternity services.BMJ open quality · 2026Article
- Person-centered maternity care: adaptation and validation of a tool to measure person-centered maternity care in Sri Lanka.Reproductive health · 2025Article
- Quality of antenatal care and associated factors in public and private facilities of Western Hararghe Zone Ethiopia using WHO framework.Scientific reports · 2025Article
- Advancing equity in healthcare systems: understanding implicit bias and infant mortality.BMC medical ethics · 2025Article
- Assessment of the person-centered maternity care scale: a global systematic review.EClinicalMedicine · 2025Article
- Article
- Contraceptive Care Visit Objectives and Outcomes: Evidence From Burkina Faso, Pakistan, and Tanzania.Studies in family planning · 2024Article
- A cluster randomized controlled trial to assess the impact of the 'Caring for Providers to Improve Patient Experience' (CPIPE) intervention in Kenya and Ghana: study protocol.BMC public health · 2024Article
- Article
- Mixed methods evaluation of the Caring for Providers to Improve Patient Experience intervention.International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics · 2024Article
- "I don´t put people into boxes, but…" A free-listing exercise exploring social categorisation of asylum seekers by professionals in two German reception centres.PLOS global public health · 2024Article
- Removal of long-acting reversible contraceptive methods and quality of care in Dar es Salaam, Tanzania: Client and provider perspectives from a secondary analysis of cross-sectional survey data from a randomized controlled trial.PLOS global public health · 2024Article
- Caring for providers to improve patient experience (CPIPE): intervention development process.Global health action · 2023Article
- Insurance-Based Disparities in Guideline-Concordant Thyroid Cancer Care in the Era of De-escalation.The Journal of surgical research · 2023Article
- Unconscious Bias among Health Professionals: A Scoping Review.International journal of environmental research and public health · 2023Article
- Provider implicit and explicit bias in person-centered maternity care: a cross-sectional study with maternity providers in Northern Ghana.BMC health services research · 2023Article
- Understanding variation in person-centered maternity care: Results from a household survey of postpartum women in 6 regions of Ethiopia.AJOG global reports · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 4 institutions in 2 countries.
Funding
Abstract
Studies in low-resource settings have highlighted disparities in person-centred maternity care (PCMC)-respectful and responsive care during childbirth-based on women's socioeconomic status (SES) and other characteristics. Yet few studies have explored factors that may underlie these disparities. In this study, we examined implicit and explicit SES bias in providers' perceptions of women's expectations and behaviours, as well as providers' general views regarding factors influencing differential treatment of women. We conducted a convergent mixed-methods study with 101 maternity providers in western Kenya. Implicit SES bias was measured using an adaptation of the Implicit Association Test (IAT) and explicit SES bias assessed using situationally specific vignettes. Qualitative data provided additional details on the factors contributing to disparities. Results provide evidence for the presence of both implicit and explicit bias related to SES that might influence PCMC. Differential treatment was linked to women's appearance, providers' perceptions of women's attitudes, assumptions about who is more likely to understand or be cooperative, women's ability to advocate for themselves or hold providers accountable, ability to pay for services in a timely manner, as well as situational factors related to stress and burnout. These factors interact in complex ways to produce PCMC disparities, and providing better care to certain groups does not necessarily indicate preference for those groups or a desire to provide better care to them. The findings imply the need for multilevel approaches to addressing disparities in maternity care. This should include provider training on PCMC and their biases, advocacy for women of low SES, accountability mechanisms, and structural and policy changes within health care settings.
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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.