The DOI matches its Crossref record; 6 of the 6 references it cites were found in a registry or an index.
The Impact of Health Insurance on Preventive Care and Health Behaviors: Evidence from the First Two Years of the ACA Medicaid Expansions
Abstract
The U.S. population receives suboptimal levels of preventive care and has a high prevalence of risky health behaviors. One goal of the Affordable Care Act (ACA) was to increase preventive care and improve health behaviors by expanding access to health insurance. This paper estimates how the ACA‐facilitated state‐level expansions of Medicaid in 2014 affected these outcomes. Using data from the Behavioral Risk Factor Surveillance System, and a difference‐in‐differences model that compares states that did and did not expand Medicaid, we examine the impact of the expansions on preventive care (e.g., dental visits, immunizations, mammograms, cancer screenings), risky health behaviors (e.g., smoking, heavy drinking, lack of exercise, obesity), and self‐assessed health. We find that the expansions increased insurance coverage and access to care among the targeted population of low‐income childless adults. The expansions also increased use of certain forms of preventive care, but there is no evidence that they increased ex ante moral hazard (i.e., there is no evidence that risky health behaviors increased in response to health insurance coverage). The Medicaid expansions also modestly improved self‐assessed health.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Mostly Harmless Econometrics: An Empiricist's Companion
Angrist, J. D., & Pischke, J.-S. (2008) · doi:10.2307/j.ctvcm4j72 · Cited by 5,051
Experimental Analysis of Neighborhood Effects
Kling, J. R., Liebman, J. B., & Katz, L. F. (2007) · Econometrica · doi:10.1111/j.1468-0262.2007.00733.x · Cited by 2,719
The Oregon Experiment — Effects of Medicaid on Clinical Outcomes
Baicker, K., Taubman, S. L., Allen, H. L., Bernstein, M., Gruber, J. H., Newhouse, J. P., Schneider, E. C., Wright, B. J., Zaslavsky, A. M., & Finkelstein, A. N. (2013) · New England Journal of Medicine · doi:10.1056/nejmsa1212321 · Cited by 1,150
Did Unilateral Divorce Laws Raise Divorce Rates? A Reconciliation and New Results
Wolfers, J. (2006) · American Economic Review · doi:10.1257/aer.96.5.1802 · Cited by 950
The Guide to Community Preventive Services: What works to promote health?
Task Force on Community Preventive Services (2005) · doi:10.1093/acprof:oso/9780195151091.001.0001 · Cited by 287
Antwi, Y. A., Moriya, A. S., & Simon, K. (2013) · American Economic Journal: Economic Policy · doi:10.1257/pol.5.4.1 · Cited by 223
Self-citation
Cited by
Designing Difference in Difference Studies: Best Practices for Public Health Policy Research
Wing, C., Simon, K., & Bello-Gomez, R. A. (2018) · Annual Review of Public Health · doi:10.1146/annurev-publhealth-040617-013507 · Cited by 1,470
Self-citationMaclean, J. C., & Saloner, B. (2019) · Journal of Policy Analysis and Management · doi:10.1002/pam.22112 · Cited by 153
The Effects of Naloxone Access Laws on Opioid Abuse, Mortality, and Crime
Doleac, J. L., & Mukherjee, A. (2022) · The Journal of Law and Economics · doi:10.1086/719588 · Cited by 68
Black, B., Hollingsworth, A., Nunes, L., & Simon, K. (2022) · Journal of Public Economics · doi:10.1016/j.jpubeco.2022.104713 · Cited by 31
Self-citationAssociation of State Medicaid Expansion Status With Rates of Suicide Among US Adults
Patel, H., Barnes, J., Osazuwa-Peters, N., & Bierut, L. J. (2022) · JAMA Network Open · doi:10.1001/jamanetworkopen.2022.17228 · Cited by 29
Metadata
- Authors
- Simon, K., Soni, A., & Cawley, J.
- Venue
- Journal of Policy Analysis and Management
- Publisher
- Wiley
- Published
- 2017-01-16
- Volume
- 36
- Issue
- 2
- Pages
- 390-417
- ISSN
- 0276-8739 (ISSN-L)
- 1520-6688
- OpenAlex
- W2577858863
- Cited by
- 463
- References
- 6
- FWCI
- 101.08
- Type
- journal article
- Language
- en
- Open access
- closed
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: The Impact of Health Insurance on Preventive Care and Health Behaviors: Evidence from the First Two Years of the ACA Medicaid Expansions. https://app.cochat.ai/papers/10.1002/pam.21972
- The paper
- Simon, K., Soni, A., & Cawley, J. (2017). The Impact of Health Insurance on Preventive Care and Health Behaviors: Evidence from the First Two Years of the ACA Medicaid Expansions. Journal of Policy Analysis and Management. https://doi.org/10.1002/pam.21972
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.