Evidence map›Paper›PMID 39643846›Full record

ArticleJournal of racial and ethnic health disparities2026

Voting Restrictions and Increased Odds of Adverse Birth Outcomes in the US.

Sze Yan Liu, Erin Grinshteyn, Daniel Cook, Roman Pabayo

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Article in Journal of racial and ethnic health disparities, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Sze Yan LiuDepartment of Public Health, College for Community Health, Montclair State University, University Hall, Room 4153, 1 Normal Avenue, Montclair, NJ, 07043, USA. lius@montclair.edu.ORCID 0000-0002-7148-356X
Erin GrinshteynSchool of Nursing and Health Professions, University of San Francisco, San Francisco, USA.
Daniel CookSchool of Public Health, University of Nevada-Reno, Reno, USA.
Roman PabayoSchool of Public Health, University of Alberta, Edmonton, Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDisparities persist in adverse birth outcomes - preterm birth and small-for-gestational age (SGA) among racialized populations. Previous studies have indicated that voting restrictions are associated with health outcomes, such as access to health insurance and teenage birth rates. This paper examines whether the association between voting restrictions and adverse birth outcomes varies according to birthing individuals' race/ethnicity.

methodsThese analyses merged individual-level 2019-2020 Pregnancy Risk Assessment Monitoring System (PRAMS, 8th edition) data with state-level exposure information. The exposure, the Cost of Voting Index (COVI), is a 2020 state-level measure of voting restrictions, and the outcomes were preterm birth and SGA. Multilevel logistic regression, survey-weighted models adjusted for sociodemographic and geographically-based characteristics. Subanalyses examined if the association differed by race (non-Hispanic White, non-Hispanic Black, Hispanic, API, Other).

resultsIn the unadjusted model, a standard deviation increase in COVI was associated with increased odds of preterm birth (OR = 1.11, 95% CI = 0.98, 1.25) and SGA (OR = 1.12, 95% CI = 1.02, 1.22). The association for SGA was still significant in the fully adjusted models. Results differed by race/ethnicity with the largest effects among API (OR = 1.20, 95% CI = 0.95, 1.52) for preterm birth and OR = 1.27, 95% CI = 1.01, 1.59) for SGA respectively).

conclusionOur results suggest structural voting barriers disproportionately increase the odds of adverse birth outcomes, especially for API-birthing individuals. Increasing voting restrictions may amplify existing birth inequities.

Indexed as

Health Status DisparitiesInfant, Small for Gestational AgePoliticsPregnancy OutcomePremature BirthVotingAdolescentAdultFemaleHispanic or LatinoHumansInfant, NewbornPregnancyRacial GroupsUnited StatesYoung AdultPreterm birthsRacial inequitySmall-for-gestational ageStructural racismVoting restrictions

Identifiers

PMID39643846
PMCPMC12795864

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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.