ArticleApplied health economics and health policy2022
How Did the Affordable Care Act Affect Risky Health Behaviors?
Article in Applied health economics and health policy, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
1 author.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe Affordable Care Act (ACA) expanded insurance coverage in the USA through Medicaid expansions, insurance marketplaces, subsidies, and mandates in 2014. Insurance coverage at such a large scale may affect individuals' risky health behaviors such as smoking, excessive drinking, overeating, not exercising, and illicit substance use. Those effects are not easy to predict, and they may be positive or negative. On one hand, as more people have access to health care, they may improve their health behaviors with advice from medical professionals, educational materials, tobacco cessation treatments, and healthy behavior incentive programs provided by Medicaid. On the other hand, this increase in access can also lead to moral hazard where reduced costs of health care through insurance can make individuals choose less healthy behaviors.
objectivesIn this study, I asked whether the ACA changed risky health behaviors.
methodsI used a difference-in-difference-in-differences regression model where time, state Medicaid expansion status, and local area pre-ACA uninsured rate together constituted my identification strategy. In all my models, I controlled for a large set of individual-level and area-specific variables.
resultsI did not find any statistically significant negative effects on risky health behaviors that would have supported the existence of moral hazard that dominates other effects. On the other hand, I found significant improvements in smoking and excessive drinking in 2017 and 2018. These results are robust to using only the subsamples of poor childless adults and the newly insured.
conclusionsEarly effects of the ACA's insurance coverage expansions did not lead to any significant changes in risky health behaviors except for improvements in smoking and excessive drinking in 2017 and 2018. Further research is needed for the later years as more individuals became aware of these benefits.
Indexed as
Identifiers
34878622What OpenQuestion holds
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.