SynthesisThe Milbank quarterly2020
Can Social Policies Improve Health? A Systematic Review and Meta-Analysis of 38 Randomized Trials.
Synthesis in The Milbank quarterly, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 49 papers, 4 of them syntheses that pooled 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.
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.
Who cites it
49 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- The impact of income support interventions on children's long-term health trajectories: a systematic review.BMC public health · 2025Pooled it
- Poverty-reduction interventions combined with psychological interventions: A systematic literature review.Scientific reports · 2025Pooled it
- The impact of income-support interventions on life course risk factors and health outcomes during childhood: a systematic review in high income countries.BMC public health · 2023Pooled it
- Do Interventions Reducing Social Vulnerability Improve Health in Community Dwelling Older Adults? A Systematic Review.Clinical interventions in aging · 2022Pooled it
- The Effect of the Earned Income Tax Credit on Physical and Mental health-Results from the Atlanta Paycheck Plus Experiment.The Milbank quarterly · 2024Trial
- Effect of Expanding the Earned Income Tax Credit to Americans Without Dependent Children on Psychological Distress.American journal of epidemiology · 2022Trial
- The impact of health shocks on housing instability: Evidence from urban Medicaid enrollees.Journal of health economics · 2026Article
- Association of Health and Social Spending With Health Outcomes in OECD Countries.Health services research · 2025Article
- Associations of community socioeconomic factors and opioid use disorder across an urban-to-rural spectrum in Pennsylvania: an electronic health record-based case-control study.Social psychiatry and psychiatric epidemiology · 2025Article
- Longitudinal Associations From US State/Local Police and Social Service Expenditures to Suicides and Police-Perpetrated Killings Between Black and White Residents.The Milbank quarterly · 2025Article
- Impact of Alternative Income Assistance Payment Schedules on Health and Social Service Access in Canada: Evidence from an Experimental Study.Journal of social service research · 2025Article
- A Linear Regression Analysis of Factors Affecting Social Determinants of Health Indicators.Acta medica Philippina · 2025Article
- Article
- Psychiatric Epidemiology During the COVID-19 Pandemic.Current epidemiology reports · 2024Article
- Trends and structural factors affecting health equity in the United States at the local level, 1990-2019.SSM - population health · 2024Article
- Socioeconomic inequalities in cardiovascular disease: a causal perspective.Nature reviews. Cardiology · 2024Review
- A Semantic Approach to Describe Social and Economic Characteristics That Impact Health Outcomes (Social Determinants of Health): Ontology Development Study.Online journal of public health informatics · 2024Article
- Health Related Social Needs Screening and Referral Fulfillment: Toward a Complex Model.AMIA ... Annual Symposium proceedings. AMIA Symposium · 2024Article
- Insights Into Child Abuse and Neglect in the Washington DC, Maryland, and Virginia (DMV) Area: Evidence and Opportunities.Global pediatric health · 2024Review
- Family physicians' moral distress when caring for patients experiencing social inequities: a critical narrative inquiry in primary care.The British journal of general practice : the journal of the Royal College of General Practitioners · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
Abstract
Policy Points Social policies might not only improve economic well-being, but also health. Health policy experts have therefore advocated for investments in social policies both to improve population health and potentially reduce health system costs. Since the 1960s, a large number of social policies have been experimentally evaluated in the United States. Some of these experiments include health outcomes, providing a unique opportunity to inform evidence-based policymaking. Our comprehensive review and meta-analysis of these experiments find suggestive evidence of health benefits associated with investments in early life, income support, and health insurance interventions. However, most studies were underpowered to detect health outcomes. CONTEXT: Insurers and health care providers are investing heavily in nonmedical social interventions in an effort to improve health and potentially reduce health care costs.
methodsWe performed a systematic review and meta-analysis of all known randomized social experiments in the United States that included health outcomes. We reviewed 5,880 papers, reports, and data sources, ultimately including 61 publications from 38 randomized social experiments. After synthesizing the main findings narratively, we conducted risk of bias analyses, power analyses, and random-effects meta-analyses where possible. Finally, we used multivariate regressions to determine which study characteristics were associated with statistically significant improvements in health outcomes.
findingsThe risk of bias was low in 17 studies, moderate in 11, and high in 33. Of the 451 parameter estimates reported, 77% were underpowered to detect health outcomes. Among adequately powered parameters, 49% demonstrated a significant health improvement, 44% had no effect on health, and 7% were associated with significant worsening of health. In meta-analyses, early life and education interventions were associated with a reduction in smoking (odds ratio [OR] = 0.92, 95% confidence interval [CI] 0.86-0.99). Income maintenance and health insurance interventions were associated with significant improvements in self-rated health (OR = 1.20, 95% CI 1.06-1.36, and OR = 1.38, 95% CI 1.10-1.73, respectively), whereas some welfare-to-work interventions had a negative impact on self-rated health (OR = 0.77, 95% CI 0.66-0.90). Housing and neighborhood trials had no effect on the outcomes included in the meta-analyses. A positive effect of the trial on its primary socioeconomic outcome was associated with higher odds of reporting health improvements. We found evidence of publication bias for studies with null findings.
conclusionsEarly life, income, and health insurance interventions have the potential to improve health. However, many of the included studies were underpowered to detect health effects and were at high or moderate risk of bias. Future social policy experiments should be better designed to measure the association between interventions and health outcomes.
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Registered trials
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.