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Digital
Impacts of the Affordable Care Act on Health Insurance Coverage in Medicaid Expansion and Non-Expansion States
Authors: --- --- --- ---
Year: 2016 Publisher: Cambridge, Mass. National Bureau of Economic Research

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Abstract

The Affordable Care Act (ACA) aimed to achieve nearly universal health insurance coverage in the United States through a combination of insurance market reforms, mandates, subsidies, health insurance exchanges, and Medicaid expansions, most of which took effect in 2014. This paper estimates the causal effects of the ACA on health insurance coverage using data from the American Community Survey. We utilize difference-in-difference-in-differences models that exploit cross-sectional variation in the intensity of treatment arising from state participation in the Medicaid expansion and local area pre-ACA uninsured rates. This strategy allows us to identify the effects of the ACA in both Medicaid expansion and non-expansion states. Our preferred specification suggests that, at the average pre-treatment uninsured rate, the full ACA increased the proportion of residents with insurance by 5.9 percentage points compared to 3.0 percentage points in states that did not expand Medicaid. Private insurance expansions from the ACA were due to increases in both employer-provided and non-group coverage. The coverage gains from the full ACA were largest for those with incomes below the Medicaid eligibility threshold, non-whites, young adults, and unmarried individuals. We find some evidence that the Medicaid expansion partially crowded out private coverage among low-income individuals.


Digital
Early Effects of the Affordable Care Act on Health Care Access, Risky Health Behaviors, and Self-Assessed Health
Authors: --- --- --- ---
Year: 2017 Publisher: Cambridge, Mass. National Bureau of Economic Research

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The goal of the Affordable Care Act (ACA) was to achieve nearly universal health insurance coverage through a combination of mandates, subsidies, marketplaces, and Medicaid expansions, most of which took effect in 2014. We use data from the Behavioral Risk Factor Surveillance System to examine the impacts of the ACA on health care access, risky health behaviors, and self-assessed health after two years. We estimate difference-in-difference-in-differences models that exploit variation in treatment intensity from state participation in the Medicaid expansion and pre-ACA uninsured rates. Results suggest that the ACA led to sizeable improvements in access to health care in both Medicaid expansion and non-expansion states, with the gains being larger in expansion states along some dimensions. No statistically significant effects on risky behaviors or self-assessed health emerge for the full sample. However, we find some evidence that the ACA improved self-assessed health among older non-elderly adults, particularly in expansion states.


Digital
Effects of the Affordable Care Act on Health Behaviors after Three Years
Authors: --- --- --- ---
Year: 2018 Publisher: Cambridge, Mass. National Bureau of Economic Research

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This paper examines the impacts of the Affordable Care Act (ACA) - which substantially increased insurance coverage through regulations, mandates, subsidies, and Medicaid expansions - on behaviors related to future health risks after three years. Using data from the Behavioral Risk Factor Surveillance System and an identification strategy that leverages variation in pre-ACA uninsured rates and state Medicaid expansion decisions, we show that the ACA increased preventive care utilization along several dimensions, but also increased risky drinking. These results are driven by the private portions of the law, as opposed to the Medicaid expansion. We also conduct subsample analyses by income and age.


Book
Impacts of the Affordable Care Act on Health Insurance Coverage in Medicaid Expansion and Non-Expansion States
Authors: --- --- --- --- --- et al.
Year: 2016 Publisher: Cambridge, Mass. National Bureau of Economic Research

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Abstract

The Affordable Care Act (ACA) aimed to achieve nearly universal health insurance coverage in the United States through a combination of insurance market reforms, mandates, subsidies, health insurance exchanges, and Medicaid expansions, most of which took effect in 2014. This paper estimates the causal effects of the ACA on health insurance coverage using data from the American Community Survey. We utilize difference-in-difference-in-differences models that exploit cross-sectional variation in the intensity of treatment arising from state participation in the Medicaid expansion and local area pre-ACA uninsured rates. This strategy allows us to identify the effects of the ACA in both Medicaid expansion and non-expansion states. Our preferred specification suggests that, at the average pre-treatment uninsured rate, the full ACA increased the proportion of residents with insurance by 5.9 percentage points compared to 3.0 percentage points in states that did not expand Medicaid. Private insurance expansions from the ACA were due to increases in both employer-provided and non-group coverage. The coverage gains from the full ACA were largest for those with incomes below the Medicaid eligibility threshold, non-whites, young adults, and unmarried individuals. We find some evidence that the Medicaid expansion partially crowded out private coverage among low-income individuals.

Keywords


Book
Effects of the Affordable Care Act on Health Behaviors after Three Years
Authors: --- --- --- --- --- et al.
Year: 2018 Publisher: Cambridge, Mass. National Bureau of Economic Research

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Abstract

This paper examines the impacts of the Affordable Care Act (ACA) - which substantially increased insurance coverage through regulations, mandates, subsidies, and Medicaid expansions - on behaviors related to future health risks after three years. Using data from the Behavioral Risk Factor Surveillance System and an identification strategy that leverages variation in pre-ACA uninsured rates and state Medicaid expansion decisions, we show that the ACA increased preventive care utilization along several dimensions, but also increased risky drinking. These results are driven by the private portions of the law, as opposed to the Medicaid expansion. We also conduct subsample analyses by income and age.

Keywords


Book
Early Effects of the Affordable Care Act on Health Care Access, Risky Health Behaviors, and Self-Assessed Health
Authors: --- --- --- --- --- et al.
Year: 2017 Publisher: Cambridge, Mass. National Bureau of Economic Research

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Abstract

The goal of the Affordable Care Act (ACA) was to achieve nearly universal health insurance coverage through a combination of mandates, subsidies, marketplaces, and Medicaid expansions, most of which took effect in 2014. We use data from the Behavioral Risk Factor Surveillance System to examine the impacts of the ACA on health care access, risky health behaviors, and self-assessed health after two years. We estimate difference-in-difference-in-differences models that exploit variation in treatment intensity from state participation in the Medicaid expansion and pre-ACA uninsured rates. Results suggest that the ACA led to sizeable improvements in access to health care in both Medicaid expansion and non-expansion states, with the gains being larger in expansion states along some dimensions. No statistically significant effects on risky behaviors or self-assessed health emerge for the full sample. However, we find some evidence that the ACA improved self-assessed health among older non-elderly adults, particularly in expansion states.

Keywords


Book
Medicaid Coverage across the Income Distribution under the Affordable Care Act
Authors: --- --- ---
Year: 2019 Publisher: Cambridge, Mass. National Bureau of Economic Research

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Abstract

This paper examines trends in Medicaid enrollment across the income distribution after the ACA's Medicaid expansion. Using data from the American Community Survey between 2012 and 2017, we compare Medicaid coverage over time in 9 states that expanded Medicaid in 2014 with no previous expansion for able-bodied, working-age adults with 12 states that had not expanded Medicaid by 2019 and also had no previous expansion for such adults. A difference-in-differences model is used to formalize this comparison. Similar to many previous studies, we find that Medicaid coverage increased dramatically for income-eligible adults under 138% of the federal poverty level (FPL). In addition, we show that Medicaid participation increased by 3.0 percentage points for those with incomes above 138% of the FPL from a pre-ACA baseline of 2.7% among this group. While we cannot say with certainty why these individuals were able to participate in Medicaid, we offer several potential explanations that should be the subject of future work. For example, it is possible that the ACA Medicaid expansions were administered differently at the state or local level than federal rules would require, similarly to differences between effective tax rates and statutory tax rates in many transfer programs.

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Book
The Impact of the ACA on Insurance Coverage Disparities After Four Years
Authors: --- --- --- --- --- et al.
Year: 2019 Publisher: Cambridge, Mass. National Bureau of Economic Research

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Abstract

The purpose of this paper is to estimate the impact of the major components of the ACA (Medicaid expansion, subsidized Marketplace plans, and insurance market reforms) on disparities in insurance coverage after four years. We use data from the 2011-2017 waves of the American Community Survey (ACS), with the sample restricted to nonelderly adults. Our methods feature a difference-in-difference-in-differences model, developed in the recent ACA literature, which separately identifies the effects of the nationwide and Medicaid expansion portions of the law. The differences in this model come from time, state Medicaid expansion status, and local area pre-ACA uninsured rate. We stratify our sample separately by income, race/ethnicity, marital status, age, gender, and geography in order to examine access disparities. After four years, we find that the fully implemented ACA eliminated 44 percent of the coverage gap across income groups, with the Medicaid expansion accounting for this entire reduction. The ACA also reduced coverage disparities across racial groups by 26.7 percent, across marital status by 45 percent, and across age groups by 44 percent, with these changes being partly attributable to both the Medicaid expansion and nationwide components of the law.

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Book
Do State SNAP Policies Influence Program Participation among Seniors?
Authors: --- --- --- --- --- et al.
Year: 2021 Publisher: Cambridge, Mass. National Bureau of Economic Research

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Abstract

Senior participation in the Supplemental Nutrition Assistance Program (SNAP) has traditionally been lower than other groups among those eligible, with historical estimates below 50 percent. We examine the impacts of state SNAP policies on program participation among low-income senior (age 60 and older) and non-senior households using data from the 2001-2014 December Current Population Survey Food Security Supplement. Our results suggest that policies designed to expand SNAP eligibility modestly increased participation among seniors but led to larger increases among non-seniors. In contrast, we find little evidence of effects of policies related to transaction costs, stigma, or outreach on either group.

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