Evidence map›Paper›PMID 36658021›Full record

ArticleAmerican journal of preventive medicine2023

Associations Between State and Local Government Spending and Pregnancy-Related Mortality in the U.S.

Dovile Vilda, Brigham C Walker, Rachel R Hardeman, Maeve E Wallace

Abstract read
In one paragraph

Article in American journal of preventive medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Accelerating birth equity using collaborative systems mapping.Health research policy and systems · 2025
    Article
  2. Geographic Age Cohort Study of Maternal Hypertensive Disorders.Journal of the American Heart Association · 2025
    Article
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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

4 authors.

Dovile VildaMary Amelia Center for Women's Health Equity Research, Tulane University, New Orleans, Louisiana; Department of Social, Behavioral, and Population Sciences, Tulane University School of Public Health & Tropical Medicine, New Orleans, Louisiana. Electronic address: dvilda@tulane.edu.
Brigham C WalkerDepartment of Health Policy and Management, Tulane University School of Public Health & Tropical Medicine, New Orleans, Louisiana.
Rachel R HardemanDivision of Health Policy & Management, School of Public Health, University of Minnesota, Minneapolis, Minnesota.
Maeve E WallaceMary Amelia Center for Women's Health Equity Research, Tulane University, New Orleans, Louisiana; Department of Social, Behavioral, and Population Sciences, Tulane University School of Public Health & Tropical Medicine, New Orleans, Louisiana.

Funding

State-level Variation in Maternal MortalityR01HD096070 · NICHD · UNIVERSITY OF ARIZONA · PI WALLACE, MAEVE E · 2018 to 2025
$2.2M
Pregnancy-Associated MortalityR01HD092653 · NICHD · TULANE UNIVERSITY OF LOUISIANA · PI WALLACE, MAEVE E · 2018 to 2022
$1.6M
Building Interdisciplinary Research Careers in Women's HealthK12AR084224 · NIAMS · TULANE UNIVERSITY OF LOUISIANA · PI Marie Krousel-Wood · 2024 to 2026
$1.6M
NIAMS NIH HHS K12 AR084224NICHD NIH HHS R01 HD092653NICHD NIH HHS R01 HD096070
6 · The paper itself

Abstract

introductionThere is limited evidence on how government spending is associated with maternal death. This study investigates the associations between state and local government spending on social and healthcare services and pregnancy-related mortality among the total, non-Hispanic Black, Hispanic, and non-Hispanic White populations.

methodsState-specific total population and race/ethnicity-specific 5-year (2015-2019) pregnancy-related mortality ratios were estimated from annual natality and mortality files provided by the National Center for Health Statistics. Data on state and local government spending and population-level characteristics were obtained from U.S. Census Bureau surveys. Generalized linear Poisson regression models with robust SEs were fitted to estimate adjusted rate ratios and 95% CIs associated with proportions of total spending allocated to social services and healthcare domains, adjusting for state-level covariates. All analyses were completed in 2021-2022.

resultsState and local government spending on transportation was associated with 11% lower overall pregnancy-related mortality (adjusted rate ratio=0.89, 95% CI=0.83, 0.96) and 9%-12% lower pregnancy-related mortality among the racial/ethnic groups. Among spending subdomains, expenditures on higher education, highways and roads, and parks and recreation were associated with lower pregnancy-related mortality rates in the total population (adjusted rate ratio=0.90, 95% CI=0.86, 0.94; adjusted rate ratio=0.87, 95% CI=0.81, 0.94; and adjusted rate ratio=0.68, 95% CI=0.49, 0.95, respectively). These results were consistent among the racial/ethnic groups, but patterns of associations with pregnancy-related mortality and other spending subdomains differed notably between racial/ethnic groups.

conclusionsInvesting more in local- and state-targeted spending in social services may decrease the risk for pregnancy-related mortality, particularly among Black women.

Indexed as

EthnicityFinancing, GovernmentLocal GovernmentMaternal MortalityState GovernmentBlack or African AmericanFemaleHispanic or LatinoHumansPregnancyRacial GroupsUnited StatesWhite

Identifiers

PMID36658021
PMCPMC10033388

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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.