Evidence map›Paper›PMID 34976624›Full record

ArticlePreventive medicine reports2021

Problem drinking as intentional risky behavior: Examining the association between state health insurance coverage and excessive alcohol consumption.

Sunday Azagba, Lingpeng Shan, Mark Wolfson, Mark Hall, Frank Chaloupka

Open access · goldAbstract read
In one paragraph

Article in Preventive medicine reports, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
0.9field-weighted citation impact, top 25% of its field
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

4 citing papers in PubMed, 9 citations in OpenAlex.

  1. Article
  2. Review
  3. Does state repeal of alcohol exclusion laws increase problem drinking?Alcoholism, clinical and experimental research · 2022
    Article
  4. 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 at 5 institutions in 1 country.

Sunday AzagbaRoss and Carol Nese College of Nursing, Penn State, University Park, PA 16802, USA.
Lingpeng ShanDivision of Biostatistics, College of Public Health, The Ohio State University, Riverside, CA 92501, USA.
Mark WolfsonDepartment of Social Medicine, Population and Public Health, University of California Riverside School of Medicine, Riverside, CA 92501, USA.
Mark HallDepartment of Social Science and Health Policy, Wake Forest School of Medicine, USA.
Frank ChaloupkaSchool of Public Health, The University of Illinois at Chicago, USA.
Pennsylvania State University · USThe Ohio State University · USUniversity of California, Riverside · USUniversity of Illinois Chicago · USWake Forest University · US

Funding

Assessing the Effects of State Alcohol Exclusion Laws on Alcohol-Related Behaviors and OutcomesR01AA026666 · NIAAA · UNIVERSITY OF UTAH · PI AZAGBA, SUNDAY · 2018 to 2021
$1.5M
NIAAA NIH HHS R01 AA026666
6 · The paper itself

Abstract

The moral hazard theory asserts that having health insurance may increase individual risk-taking behaviors. We examined the association between state health insurance coverage and excessive alcohol use among U.S. adults. We used 2001-2017 Behavioral Risk Factor Surveillance System data to estimate annual binge and heavy drinking rates for each state. In a multivariable regression analysis, we used difference-in-difference (DID) models to assess the association between state-level insurance coverage and binge and heavy drinking. Additionally, we assess the potential asymmetric effect and whether economic recessions (2001, 2008-09) had a moderation effect. In the multivariable DID analysis, aggregate state insurance coverage was not significantly associated with binge drinking rates in baseline analysis with state-fixed effects (Model 1), and in the analysis that extends the baseline model to include state unique time trend (Model 2). A similar result was found for heavy drinking in Model 1. In contrast, the result showed a significant association between health insurance coverage and heavy drinking rates in Model 2. However, we found no significant association for binge and heavy drinking rates in both models in the analyses restricting data to periods before the methodological change in the BRFSS sampling frame. The results did not show asymmetric effects, and the association between health insurance and excessive alcohol use did not differ during economic recessions. These findings largely do not support assertions that health insurance may lead to moral hazards (risk-taking behaviors), especially binge drinking.

Indexed as

Binge drinkingHealth insuranceHeavy drinkingRisky behavior

Identifiers

PMID34976624
PMCPMC8683933
OpenAlexW3198760144

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.