Evidence map›Paper›PMID 37348946›Full record

ArticleGlobal health, science and practice2023

Exploring Upward and Downward Provider Biases in Family Planning: The Case of Parity.

Brooke W Bullington, Nathalie Sawadogo, Katherine Tumlinson, Ana Langer, Abdramane Soura, Pascal Zabre, Ali Sié, Leigh Senderowicz

Open access · diamondAbstract read
In one paragraph

Article in Global health, science and practice, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed
13.4field-weighted citation impact, top 1% of its field
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

15 citing papers in PubMed, 23 citations in OpenAlex.

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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

8 authors at 4 institutions in 3 countries.

Brooke W BullingtonDepartment of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA. bbullington@unc.edu.
Nathalie SawadogoInstitut Supérieur des Sciences de la Population, Université Joseph Ki-ZERBO, Ouagadougo, Burkina Faso.
Katherine TumlinsonCarolina Population Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Ana LangerDepartment of Global Health and Population, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA.
Abdramane SouraInstitut Supérieur des Sciences de la Population, Université Joseph Ki-ZERBO, Ouagadougo, Burkina Faso.
Pascal ZabreCentre de Recherche en Santé de Nouna, Nouna, Burkina Faso.
Ali SiéCentre de Recherche en Santé de Nouna, Nouna, Burkina Faso.
Leigh SenderowiczDepartment of Global Health and Population, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA.
Centre de Recherche en Santé de Nouna · BFHarvard University Press · USJoseph Ayo Babalola University · NGUniversity of North Carolina at Chapel Hill · US

Funding

POPULATION STUDIEST32HD007168 · NICHD · UNIV OF NORTH CAROLINA CHAPEL HILL · PI ELIZABETH A FRANKENBERG · 1985 to 2026
$13.8M
Research Services CoreP2CHD050924 · NICHD · UNIV OF NORTH CAROLINA CHAPEL HILL · PI KAREN B GUZZO · 2015 to 2026
$9.6M
Health Disparities Research Scholars Training Program-RenewalT32HD049302 · NICHD · UNIVERSITY OF WISCONSIN-MADISON · PI Maureen S Durkin · 2007 to 2026
$5.6M
Scientific and Technical CoreP2CHD047873 · NICHD · UNIVERSITY OF WISCONSIN-MADISON · PI Katherine J. Curtis · 2014 to 2026
$5.1M
Training Program in Reproductive, Perinatal, and Pediatric EpidemiologyT32HD052468 · NICHD · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Julie L Daniels · 2008 to 2026
$3.8M
NICHD NIH HHS P2C HD047873NICHD NIH HHS P2C HD050924NICHD NIH HHS T32 HD007168NICHD NIH HHS T32 HD049302NICHD NIH HHS T32 HD052468
6 · The paper itself

Abstract

introductionProvider bias has become an important topic of family planning research over the past several decades. Much existing research on provider bias has focused on the ways providers restrict access to contraception. Here, we propose a distinction between the classical "downward" provider bias that discourages contraceptive use and a new conception of "upward" provider bias that occurs when providers pressure or encourage clients to adopt contraception.

methodsUsing cross-sectional data from reproductive-aged women in Burkina Faso, we describe lifetime prevalence of experiencing provider encouragement to use contraception due to provider perceptions of high parity (a type of upward provider bias) and provider discouragement from using contraception due to provider perceptions of low parity (a type of downward provider bias). We also examine associations between sociodemographic characteristics and experiences of provider encouragement to use contraception due to perceptions of high parity.

resultsSixteen percent of participants reported that a provider had encouraged them to use contraception due to provider perceptions of high parity, and 1% of participants reported that a provider had discouraged them from using contraception because of provider perceptions of low parity. Being married, being from the rural site, having higher parity, and having attended the 45th-day postpartum check-up were associated with increased odds of being encouraged to use contraception due to provider perceptions of high parity.

conclusionWe find that experiences of upward provider bias linked to provider perceptions of high parity were considerably more common in this setting than downward provider bias linked to perceptions of low parity. Research into the mechanisms through which upward provider bias operates and how it may be mitigated is imperative to promote contraceptive autonomy.

Indexed as

ContraceptionFamily Planning ServicesAdultBiasContraception BehaviorContraceptive AgentsCross-Sectional StudiesFemaleHumansParityPregnancyContraceptive Agents

Identifiers

PMID37348946
PMCPMC10285731
OpenAlexW4380480776

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.