Evidence map›Paper›PMID 32191359›Full record

SynthesisThe Milbank quarterly2020

Can Social Policies Improve Health? A Systematic Review and Meta-Analysis of 38 Randomized Trials.

Emilie Courtin, Sooyoung Kim, Shanshan Song, Wenya Yu, Peter Muennig

Abstract readMeta-AnalysisSystematic Review
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
49citing papers in PubMed, 4 pooled it
–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

49 citing papers in PubMed, 4 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Pooled it
  4. Pooled it
  5. Trial
  6. Trial
  7. Article
  8. Article
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  13. Article
  14. Psychiatric Epidemiology During the COVID-19 Pandemic.Current epidemiology reports · 2024
    Article
  15. Article
  16. Review
  17. Article
  18. Health Related Social Needs Screening and Referral Fulfillment: Toward a Complex Model.AMIA ... Annual Symposium proceedings. AMIA Symposium · 2024
    Article
  19. Review
  20. 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 · 2024
    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

5 authors.

Emilie CourtinHarvard Center for Population and Development Studies, Harvard University.ORCID 0000-0001-5073-7279
Sooyoung KimMailman School of Public Health, Columbia University.ORCID 0000-0001-8804-1162
Shanshan SongMailman School of Public Health, Columbia University.
Wenya YuMailman School of Public Health, Columbia University.
Peter MuennigMailman School of Public Health, Columbia University.ORCID 0000-0002-4234-0498

Funding

The Health Impacts of the MyGoals Randomized Controlled TrialR56AG062485 · NIA · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI MUENNIG, PETER A · 2019 to 2019
$566k
NIA NIH HHS R56 AG062485
6 · The paper itself

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.

Indexed as

Health StatusPublic PolicyHumansIncomeInsurance, HealthQuality of LifeRandomized Controlled Trials as TopicUnited Statespolicy analysispopulation healthrandomized controlled trialssocial determinants of healthsocial experiments

Identifiers

PMID32191359
PMCPMC7296440

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

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.