ArticleBMC health services research2023
Provider implicit and explicit bias in person-centered maternity care: a cross-sectional study with maternity providers in Northern Ghana.
Article in BMC health services research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers, 2 of them syntheses that pooled it.
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Who cites it
6 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Person-centred maternity care during childbirth: a systematic review in low and middle-income countries.BMC pregnancy and childbirth · 2025Pooled it
- Person-centered maternity care during childbirth and its predictors in Ethiopia: Systematic review and meta-analysis.Women's health (London, England)Pooled it
- Strengthening Teamwork and Respect (STAR): nurses' perspectives and experiences of disrespectful maternity care in rural district hospitals in KwaZulu-Natal, South Africa.Global health action · 2026Article
- Identifying women with poor experience of post-abortion care: a cross-sectional study in two African hospitals in humanitarian settings.BMC public health · 2025Article
- Healthcare provider perspectives on their role in perpetrating and perpetuating reproductive coercion: a qualitative study.BMC health services research · 2025Article
- 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
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Authors and funding
9 authors.
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No grant is acknowledged in the PubMed record.
Abstract
backgroundPerson-centered maternity care (PCMC) has become a priority in the global health discourse on quality of care due to the high prevalence of disrespectful and lack of responsive care during facility-based childbirth. Although PCMC is generally sub-optimal, there are significant disparities. On average, women of low socioeconomic status (SES) tend to receive poorer PCMC than women of higher SES. Yet few studies have explored factors underlying these inequities. In this study, we examined provider implicit and explicit biases that could lead to inequitable PCMC based on SES.
methodsData are from a cross-sectional survey with 150 providers recruited from 19 health facilities in the Upper East region of Ghana from October 2020 to January 2021. Explicit SES bias was assessed using situationally-specific vignettes (low SES and high SES characteristics) on providers' perceptions of women's expectations, attitudes, and behaviors. Implicit SES bias was assessed using an Implicit Association Test (IAT) that measures associations between women's SES characteristics and providers' perceptions of women as 'difficult' or 'good'. Analysis included descriptive statistics, mixed-model ANOVA, and bivariate and multivariate linear regression.
resultsThe average explicit bias score was 18.1 out of 28 (SD = 3.60) for the low SES woman vignette and 16.9 out of 28 (SD = 3.15) for the high SES woman vignette (p < 0.001), suggesting stronger negative explicit bias towards the lower SES woman. These biases manifested in higher agreement to statements such as the low SES woman in the vignette is not likely to expect providers to introduce themselves and is not likely to understand explanations. The average IAT score was 0.71 (SD = 0.43), indicating a significant bias in associating positive characteristics with high SES women and negative characteristics with low SES women. Providers with higher education had significantly lower explicit bias scores on the low SES vignette than those with less education. Providers in private facilities had higher IAT scores than those in government hospitals.
conclusionsThe findings provide evidence of both implicit and explicit SES bias among maternity providers. These biases need to be addressed in interventions to achieve equity in PCMC and to improve PCMC for all women.
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