Evidence map›Paper›PMID 26282707›Full record

ArticleSocial science & medicine (1982)2015

The causal effect of education on HIV stigma in Uganda: Evidence from a natural experiment.

Alexander C Tsai, Atheendar S Venkataramani

Abstract read
In one paragraph

Article in Social science & medicine (1982), 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.

0numbers the graph read from it
0cells of the map it votes in
22citing papers in PubMed
2.5field-weighted citation impact, top 11% 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

22 citing papers in PubMed, 42 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

2 authors at 2 institutions in 2 countries.

Alexander C TsaiMassachusetts General Hospital, MGH Global Health, Boston, MA, USA; Harvard Center for Population and Development Studies, Cambridge, MA, USA; Mbarara University of Science and Technology, Mbarara, Uganda. Electronic address: actsai@partners.org.
Atheendar S VenkataramaniMassachusetts General Hospital, MGH Global Health, Boston, MA, USA; Harvard Center for Population and Development Studies, Cambridge, MA, USA; Division of General Internal Medicine, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA.
Mbarara University of Science and Technology · UGMGH Institute of Health Professions · US

Funding

Microenterprise to empower and improve health of HIV+ women in UgandaK23MH096620 · NIMH · MASSACHUSETTS GENERAL HOSPITAL · PI TSAI, ALEXANDER C · 2012 to 2016
$922k
Microenterprise to Improve Child Development in Households Exposed to HIVK23MH106362 · NIMH · UNIVERSITY OF PENNSYLVANIA · PI VENKATARAMANI, ATHEENDAR S. · 2015 to 2018
$738k
NIMH NIH HHS K23 MH096620NIMH NIH HHS K23 MH106362
6 · The paper itself

Abstract

rationaleHIV is highly stigmatized in sub-Saharan Africa. This is an important public health problem because HIV stigma has many adverse effects that threaten to undermine efforts to control the HIV epidemic.

objectiveThe implementation of a universal primary education policy in Uganda in 1997 provided us with a natural experiment to test the hypothesis that education is causally related to HIV stigma.

methodsFor this analysis, we pooled publicly available, population-based data from the 2011 Uganda Demographic and Health Survey and the 2011 Uganda AIDS Indicator Survey. The primary outcomes of interest were negative attitudes toward persons with HIV, elicited using four questions about anticipated stigma and social distance.

resultsStandard least squares estimates suggested a statistically significant, negative association between years of schooling and HIV stigma (each P < 0.001, with t-statistics ranging from 4.9 to 14.7). We then used a natural experiment design, exploiting differences in birth cohort exposure to universal primary education as an instrumental variable. Participants who were <13 years old at the time of the policy change had 1.36 additional years of schooling compared to those who were ≥13 years old. Adjusting for linear age trends before and after the discontinuity, two-stage least squares estimates suggested no statistically significant causal effect of education on HIV stigma (P-values ranged from 0.21 to 0.69). Three of the four estimated regression coefficients were positive, and in all cases the lower confidence limits convincingly excluded the possibility of large negative effect sizes. These instrumental variables estimates have a causal interpretation and were not overturned by several robustness checks.

conclusionWe conclude that, for young adults in Uganda, additional years of education in the formal schooling system driven by a universal primary school intervention have not had a causal effect on reducing negative attitudes toward persons with HIV.

Indexed as

Educational StatusSocial StigmaAdolescentAdultFemaleGlobal HealthHealth Knowledge, Attitudes, PracticeHIV InfectionsHumansLeast-Squares AnalysisMaleMiddle AgedPsychological DistanceSurveys and QuestionnairesUgandaYoung AdultAIDS/HIVBehavioral interventionsDeveloping countriesInternational healthSocial determinants

Identifiers

PMID26282707
PMCPMC4565735
OpenAlexW1616313518

What OpenQuestion holds

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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.