Evidence map›Paper›PMID 41736813›Full record

ArticleBMJ public health2026

Impact of minimum wage increases on smoking before, during and after pregnancy in the USA: a difference-in-differences analysis of cross-sectional surveillance data.

Slawa Rokicki, Hyunji Ahn, Hyoyoung Han, Paul Duberstein, Nancy E Reichman, Mark E McGovern

Abstract read
In one paragraph

Article in BMJ public health, 2026. 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. 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

6 authors.

Slawa RokickiDepartment of Health Behavior, Society, and Policy, Rutgers School of Public Health, Piscataway, New Jersey, USA.ORCID https://orcid.org/0000-0001-9176-373X
Hyunji AhnDepartment of Health Behavior, Society, and Policy, Rutgers School of Public Health, Piscataway, New Jersey, USA.
Hyoyoung HanDepartment of Health Behavior, Society, and Policy, Rutgers School of Public Health, Piscataway, New Jersey, USA.
Paul DubersteinDepartment of Health Behavior, Society, and Policy, Rutgers School of Public Health, Piscataway, New Jersey, USA.
Nancy E ReichmanDepartment of Pediatrics, Rutgers Robert Wood Johnson Medical School, New Brunswick, New Jersey, USA.
Mark E McGovernDepartment of Health Behavior, Society, and Policy, Rutgers School of Public Health, Piscataway, New Jersey, USA.ORCID https://orcid.org/0000-0003-0131-3466

Funding

NJ ACTS: A Platform for Translational Science in New JerseyUM1TR004789 · NCATS · RUTGERS BIOMEDICAL AND HEALTH SCIENCES · PI Reynold Alexander Panettieri · 2024 to 2026
$16.8M
Minimum wages and maternal health in the U.S.R01HD110482 · NICHD · RUTGERS BIOMEDICAL AND HEALTH SCIENCES · PI Mark McGovern, Slawa Rokicki · 2023 to 2026
$1.8M
NCATS NIH HHS UM1 TR004789NICHD NIH HHS R01 HD110482
6 · The paper itself

Abstract

Introduction: Smoking before and during pregnancy has long-lasting adverse effects for children's health and development. Financial stress is an important risk factor for maternal smoking, but there is little evidence on how economic policies affect tobacco use. We examined whether increases in state minimum wages had an impact on maternal smoking and cessation. Methods: This was a secondary analysis of cross-sectional surveillance data from 46 states between 2004 and 2019. Our analysis sample included women without college education. Outcomes were use of cigarettes in the 3 months before pregnancy, the last 3 months of pregnancy, and in the postpartum period, as well as cessation of smoking during and after pregnancy. For the main analysis, a two-way fixed effects difference-in-differences analysis was used to estimate the effects of state-level minimum wage policies on outcomes, adjusting for individual covariates (age, race and ethnicity, marital status, parity, education and month of birth), state-level economic and tobacco policies, and state and year fixed effects. We also explored robustness to de Chaisemartin & D'Haultfœuille (dCDH)'s heterogeneity-robust alternative estimator. Subgroup analysis examined heterogeneous impacts by race and ethnicity, age, marital status and pregnancy intention. We tested differences by subgroup using interaction models and testing the joint null hypothesis of coefficients. We used the Benjamini-Hochberg procedure to adjust p values for multiple comparisons. Results: The study analysed 421 884 women of whom 28% smoked in the 3 months prior to pregnancy. A 10% increase in the minimum wage was associated with a 0.75 (95% CI -1.32 to -0.19) percentage point decrease in the probability of smoking before pregnancy. Associations were strongest for women who were American Indian/Alaska Native, non-Hispanic White, married and had an unintended pregnancy. Two-way fixed effect results were consistent when using the dCDH estimator. There were no significant associations between minimum wages and smoking during pregnancy or postpartum, or on smoking cessation. The conclusions of the analysis do not change when adjusted for multiple hypothesis testing. Conclusions: Estimates suggest that an increase from the current federal minimum wage of US$7.25-US$14 would be associated with a 17% decrease in smoking prior to pregnancy in a demographic group that is disproportionately affected by poor health outcomes.

Indexed as

economicsPublic HealthSociodemographic Factors

Identifiers

PMID41736813
PMCPMC12927328

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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.