Evidence map›Paper›PMID 41055988›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2025

Association of affirmative action with health and education outcomes and services in India.

Priyanka Pandey, K G Sahadevan, Paul David Hastings

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Association of affirmative action with health and education outcomes and services in India.Proceedings of the National Academy of Sciences of the United States of America · 2025
    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

3 authors.

Priyanka Pandey *Department of Human Ecology, University of California Davis, Davis, CA 95616.ORCID 0009-0002-1149-4862
K G Sahadevan *Indian Institute of Management, Lucknow 226013, India.ORCID 0000-0001-8266-9055
Paul David Hastings *Center for Mind and Brain, University of California Davis, Davis, CA 95616.

Funding

Indian Institute of Management Lucknow (IIML) India naUniversity of California Davis na
6 · The paper itself

Abstract

Structural and social inequalities are determinants of poor human development outcomes in low- and middle-income countries. In a quasi-experimental, regression discontinuity design study, we examined associations of affirmative action in local governments for a historically marginalized group in India with health and education outcomes, using administrative health data, primary data in schools, and interviews. Exposure was 60 village clusters with, and nonexposure was 60 village clusters without, local leadership reserved for scheduled caste (SC) in 2021 local elections. Primary outcomes were infant mortality rate (IMR) and student test scores. Secondary outcomes were prenatal visits, mother tetanus vaccinations, prenatal supplement, infant vaccination, and teacher engagement in schools. Groups did not differ on socioeconomic, geographic, and service delivery indicators in 2020 (baseline). In 2023, 2.5 y after elections, exposure village clusters had lower IMR (0.46 IRR; [0.30 to 0.69];

Indexed as

Academic SuccessInfant MortalityPublic PolicySocioeconomic FactorsFemaleHumansIndiaInfantMalePregnancyPrenatal Careaffirmative actioneducationIndialocal governancemother and child health

Identifiers

PMID41055988
PMCPMC12541306

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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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.