Evidence map›Paper›PMID 40038661›Full record

ArticleBMC women's health2025

How do pro-social tendencies and provider biases affect service delivery? Evidence from the rollout of self-injection of DMPA-SC in Nigeria.

Calvin Chiu, Aminat Tijani, Madeline Griffith, Emily Himes, Sneha Challa, Chioma Okoli, Shakede Dimowo, Ayobambo Jegede, Jenny X Liu

Abstract read
In one paragraph

Article in BMC women's health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Calvin ChiuInstitute for Health & Aging, University of California San Francisco, San Francisco, USA. Calvin.Chiu@ucsf.edu.ORCID 0000-0001-5092-6870
Aminat TijaniAkenaPlus Health, Abuja, Nigeria.
Madeline GriffithInstitute for Health & Aging, University of California San Francisco, San Francisco, USA.
Emily HimesInstitute for Health & Aging, University of California San Francisco, San Francisco, USA.
Sneha ChallaInstitute for Health & Aging, University of California San Francisco, San Francisco, USA.
Chioma OkoliAkenaPlus Health, Abuja, Nigeria.
Shakede DimowoAkenaPlus Health, Abuja, Nigeria.
Ayobambo JegedeAkenaPlus Health, Abuja, Nigeria.
Jenny X LiuInstitute for Health & Aging, University of California San Francisco, San Francisco, USA.

Funding

Bill and Melinda Gates Foundation OPP1216593
6 · The paper itself

Abstract

backgroundInconsistent provision of subcutaneous depot medroxyprogesterone acetate (DMPA-SC) for self-injection (SI) undermines efforts to improve women's reproductive health agency and access to self-care. In Nigeria, providers feel pro-social responsibility as frontline health workers to support their clients' wellbeing. However, their pronatalist beliefs censure premarital sexual activity and inhibit access to contraceptives for young, unmarried women. How pro-social tendencies and provider biases interact to affect service delivery is a critical but underexplored question.

methodsWe conducted a mixed-methods study comparing stated pro-social tendencies and intentions to dispense DMPA-SC for SI (N = 81 in-depth interviews (IDIs)) with actual dispensing behavior during mystery client (MC) visits (N = 162 post-interaction surveys) across private and public facilities in Lagos, Enugu and Plateau. Qualitative analysis of providers' pro-social tendencies, biases, and reasons for not offering DMPA-SC for SI complemented quantitative analysis exploring the associations between pro-social tendencies and dispensing behavior.

resultsProviders showed substantial levels of both pro-social tendencies and bias against young, unmarried women. High levels of stated intentions to dispense in IDIs (91% to older, married women vs 78% to young, unmarried women) did not translate to actual willingness to dispense in MC visits (30% to older, married women vs 27% to young, unmarried women). Young, unmarried actors were twice as likely to perceive differential treatment from providers (33%) relative to older, married women actors (17%). From IDIs, providers expressed biases about the appropriateness of family planning and SI specifically based on a client's age, marital status, parity, and covert use. In some cases, pro-social tendencies reinforced bias when providers sought to uphold social norms as a gatekeeper; in other cases, pro-social tendencies on self-defined client needs helped overcome bias. Providers described other factors that deterred them from dispensing DMPA-SC for SI, including elements of self-care that posed risks to their practice or business.

conclusionsProvider biases may limit provision of DMPA-SC for SI, which could affect contraceptive equity and women's control over their own fertility, especially for younger, unmarried women. Targeted interventions that effectively address provider biases against young, unmarried women, potentially leveraging providers' underlying pro-social tendencies, may help ensure equity in client access to contraceptive self-care.

Indexed as

Attitude of Health PersonnelContraceptive Agents, FemaleHealth PersonnelMedroxyprogesterone AcetateAdultFemaleHumansInjections, SubcutaneousMiddle AgedNigeriaQualitative ResearchYoung AdultContraceptive Agents, FemaleMedroxyprogesterone AcetatePro-social tendenciesProvider biasSelf-careSelf-injection

Identifiers

PMID40038661
PMCPMC11877756

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.