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Related papers: The Hidden Subsidy of the Affordable Care Act

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In 2014 the Patient Protection and Affordable Care Act (ACA) introduced the expansion of Medicaid where states can opt to expand the eligibility for those in need of free health insurance. In this paper, we attempt to assess the…

General Economics · Economics 2020-12-22 Tung Yu Marco Chan

Enrollment in the Health Insurance Marketplaces created by the Affordable Care Act reached an all-time high of approximately 25 million Americans in 2025, roughly doubling since enhanced premium tax credit subsidies were made available in…

General Economics · Economics 2025-10-28 Coleman Drake , Mark K. Meiselbach , Daniel Polsky

The Affordable Care Act was signed into law in 2010, expanding Medicaid and improving access to care for millions of low-income Americans. Fewer uninsured individuals reduced the cost of uncompensated care, consequently improving the…

Computers and Society · Computer Science 2024-11-06 Hala Algrain , Elizabeth Cardosa , Shekha Desai , Eugene Fong , Tanguy Ringoir , Huthaifa I. Ashqar

Using monthly Survey of Income Program Participation (SIPP) data and a regression discontinuity (RD) design at the 138 percent Federal Poverty Line (FPL) threshold, this paper shows that childless adults in Medicaid expansion states lowered…

General Economics · Economics 2025-09-23 Mingjian Li

Under the Affordable Care Act (ACA), insurers cannot engage in medical underwriting and thus face perverse incentives to engage in risk selection and discourage low-value patients from enrolling in their plans. One ACA program intended to…

Computers and Society · Computer Science 2022-08-05 Grace Guan , Mark Braverman

A large body of research documents that the 2010 dependent coverage mandate of the Affordable Care Act was responsible for significantly increasing health insurance coverage among young adults. No prior research has examined whether sexual…

General Economics · Economics 2020-04-07 Christopher S. Carpenter , Gilbert Gonzales , Tara McKay , Dario Sansone

This paper exploits variation resulting from a series of federal and state Medicaid expansions between 1977 and 2017 to estimate the effects of children's increased access to public health insurance on the labor market outcomes of their…

General Economics · Economics 2025-04-17 Konstantin Kunze

We conduct a randomized experiment that varies one-time health insurance subsidy amounts (partial and full) in Ghana to study the impacts of subsidies on insurance enrollment and health care utilization. We find that both partial and full…

General Economics · Economics 2021-05-04 Patrick Opoku Asuming , Hyuncheol Bryant Kim , Armand Sim

The Oregon Health Insurance Experiment (OHIE) offers a unique opportunity to examine the causal relationship between Medicaid coverage and happiness among low-income adults, using an experimental design. This study leverages data from…

General Economics · Economics 2025-10-17 Yangyang Li

Leveraging Tennessee's 2005 Medicaid contraction, I study the impact of losing public health insurance on body weight and relevant health behaviors. Using Behavioral Risk Factor Surveillance System (BRFSS) data from 1997 to 2010, I estimate…

General Economics · Economics 2025-12-12 Md Twfiqur Rahman

The US federal government spends more than a trillion dollars per year on health care, largely provided by private third parties and reimbursed by the government. A major concern in this system is overbilling, waste and fraud by providers,…

Computers and Society · Computer Science 2023-02-27 Shubhranshu Shekhar , Jetson Leder-Luis , Leman Akoglu

We study long-run selection and treatment effects of a health insurance subsidy in Ghana, where mandates are not enforceable. We randomly provide different levels of subsidy (1/3, 2/3, and full), with follow-up surveys seven months and…

General Economics · Economics 2019-06-18 Patrick Asuming , Hyuncheol Bryant Kim , Armand Sim

Medicare fraud results in considerable losses for governments and insurance companies and results in higher premiums from clients. Medicare fraud costs around 13 billion euros in Europe and between 21 billion and 71 billion US dollars per…

Machine Learning · Computer Science 2022-03-14 Mansour Zoubeirou A Mayaki , Michel Riveill

We use a five percent sample of Americans' credit bureau data, combined with a regression discontinuity approach, to estimate the effect of universal health insurance at age 65-when most Americans become eligible for Medicare-at the…

General Economics · Economics 2021-02-04 Paul Goldsmith-Pinkham , Maxim Pinkovskiy , Jacob Wallace

We evaluate subsidy mechanisms in the FCC's Rural Health Care program using administrative data covering the full population of participants. The original price-cap mechanism removes cost-containment incentives for health care providers. An…

General Economics · Economics 2026-04-28 Ram Sewak Dubey , Maysam Rabbani , Rodrigo Pinto

We predict the average effect of Medicaid expansion on the non-elderly adult uninsurance rate among states that did not expand Medicaid in 2014 as if they had expanded their Medicaid eligibility requirements. Using American Community Survey…

Applications · Statistics 2022-05-24 Max Rubinstein , Amelia Haviland , David Choi

The Affordable Care Act (ACA) includes a permanent revenue transfer methodology which provides financial incentives to health insurance plans that have higher than average actuarial risk. In this paper, we derive some statistical…

Applications · Statistics 2018-06-08 Michelle Li , Donald Richards

Motherhood is the main contributor to gender gaps in the labor market. IVF is a method of assisted reproduction that can delay fertility, which results in decreased motherhood income penalty. In this research, I estimate the effects of…

General Economics · Economics 2022-06-03 Lingxi Chen

We seek to identify the most relevant benefits offered by Medicare Advantage Health Plans that drive membership and market share. As an example, we explore plans operating in a single county in New Jersey between 2018 and 2023. A dataset of…

General Economics · Economics 2025-11-14 Xiyue Liao , Ian Duncan , Jiarui Yu

Improper health insurance payments resulting from fraud and upcoding result in tens of billions of dollars in excess health care costs annually in the United States, motivating machine learning researchers to build anomaly detection models…

Machine Learning · Computer Science 2022-06-17 Jesse B. Crawford , Nicholas Petela
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