Sykes College of Business, University of Tampa, Box O, 301 W. Kennedy Blvd., Tampa, FL, 33606, USA.
Appl Health Econ Health Policy. 2022 May;20(3):405-416. doi: 10.1007/s40258-021-00699-5. Epub 2021 Dec 8.
The 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.
In this study, I asked whether the ACA changed risky health behaviors.
I 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.
I 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.
Early 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.
平价医疗法案(ACA)通过 2014 年的医疗补助扩大、保险市场、补贴和强制保险等方式扩大了美国的保险范围。如此大规模的保险覆盖可能会影响个人的危险健康行为,如吸烟、过度饮酒、暴饮暴食、不运动和滥用药物。这些影响不容易预测,它们可能是积极的,也可能是消极的。一方面,随着更多的人获得医疗保健,他们可以通过医疗专业人员的建议、教育材料、戒烟治疗和医疗补助提供的健康行为激励计划来改善他们的健康行为。另一方面,这种获得医疗保健的机会增加也可能导致道德风险,即保险降低了医疗成本,使个人选择不太健康的行为。
在这项研究中,我询问了 ACA 是否改变了危险的健康行为。
我使用了一个差异-差异-差异回归模型,其中时间、州医疗补助扩张状况和当地 ACA 实施前未参保率共同构成了我的识别策略。在我所有的模型中,我都控制了大量的个人和地区特定变量。
我没有发现任何对危险健康行为有统计学意义的负面影响,这支持了道德风险的存在,而道德风险主导着其他影响。另一方面,我发现 2017 年和 2018 年吸烟和酗酒行为有显著改善。这些结果在仅使用贫困无子女成年人和新参保人群的子样本时仍然稳健。
ACA 保险范围扩大的早期影响除了在 2017 年和 2018 年改善吸烟和酗酒行为外,并没有导致危险健康行为的任何显著变化。随着更多的人意识到这些好处,需要对以后的年份进行进一步的研究。