ArticleAmerican journal of epidemiology2026
Effects of US state paid family leave policies on perinatal and postpartum health: a quasi-experimental analysis.
Article in American journal of epidemiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
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.
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.
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Who cites it
3 citing papers in PubMed.
- Impacts of Paid Family Leave on Perinatal Health: A Nationwide Quasi-Experimental Study.Pediatrics · 2026Article
- NICU to neighborhood: structural drivers shape health inequities for preterm infants.Pediatric research · 2026Article
- Interventions to address inequities in infant mortality and morbidity in the NICU and beyond: A focus on the mother-infant dyad.Seminars in perinatology · 2025Review
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
The United States is the only high-income country without a national paid family leave (PFL) policy, although several states have implemented policies recently. This study evaluated whether PFL policies in 6 states improved maternal and infant health. We used difference-in-differences, a quasi-experimental approach, to estimate the impact of state-level policy implementation. We leveraged recently developed methods designed to account for staggered policy implementation and treatment effect heterogeneity. Data were drawn from the 2004-2021 waves of the Pregnancy Risk Assessment Monitoring System. Primary outcomes included breastfeeding, maternal postpartum depressive symptoms, and attendance at a postpartum checkup; secondary outcomes included birth outcomes. Multivariable regressions were adjusted for possible confounders. PFL policies led to increased breastfeeding duration (0.53 weeks; 95% CI, 0.06-0.99) and decreased depressive symptoms (-0.93 percentage points; 95% CI, -1.84 to -0.01). Policies were also associated with worsening of some birth outcomes, possibly reflecting selection in utero, data limitations, or true negative effects. Estimates were largely robust to alternative specifications, with subgroup differences by race/ethnicity and income. This study adds important evidence on the health effects of state-level PFL policies at a critical point when many states are considering or enacting policies and during ongoing conversations about national PFL policy implementation. This article is part of a Special Collection on Methods in Social Epidemiology.
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Registered trials
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