Sungchul Park
Korea University · Economics, Econometrics and Finance
About the Lab
Professor Sungchul Park's research lab focuses on health services research, particularly examining health care utilization, quality of care, and health policy outcomes within the Medicare population. The lab investigates disparities in access to high-quality Medicare Advantage (MA) plans across racial and ethnic groups, the impact of health insurance literacy on plan choice, and the effects of health system changes—such as the COVID-19 pandemic—on care access and utilization. A key focus is on improving health equity and care efficiency, especially for vulnerable populations like those with Alzheimer’s disease and related dementias (ADRD).
Research Overview
Research Output Trend
Figures are computed from collected data and may differ slightly.
Selected Papers
15Compared with TM beneficiaries, MA beneficiaries had lower health care utilization without compromising care satisfaction and health status. This difference was more pronounced among beneficiaries with ADRD. These findings suggest that MA plans may be delivering health care more efficiently than TM, especially for beneficiaries with ADRD.
This cross-sectional study found that use of low-value care was similarly prevalent in MA and TM, suggesting that MA enrollment was not associated with decreased provision of low-value care compared with TM.
The results of this cross-sectional survey study suggest that the COVID-19 pandemic may exacerbate existing barriers to care and lead Medicare beneficiaries to delay needed care. Policy makers must continue to identify effective means of meeting the forgone care backlog and maintaining continuity of care, especially for those with mental health problems.
OBJECTIVE: Racial and ethnic minority enrollees in Medicare Advantage (MA) plans tend to be in lower-quality plans, measured by a 5-star quality rating system. We examine whether differential access to high-rated plans was associated with this differential enrollment in high-rated plans by race and ethnicity among MA enrollees. DATA SOURCES: The Medicare Master Beneficiary Summary File and MA Landscape File for 2016. STUDY DESIGN: We first examined county-level MA plan offerings by race and ethn
Results of this study suggest that higher health insurance literacy-particularly, annual review and comparison of coverage choices-is associated with higher MA enrollment and choice of a particular MA plan. Policy makers should develop programs to encourage frequent review and comparison of coverage options for informed decision making.
OBJECTIVES: We examined changes in health care access and utilization associated with the Patient Protection and Affordable Care Act (ACA) for different Asian American subgroups relative to non-Latino whites (whites). RESEARCH DESIGN: Using 2003-2017 California Health Interview Survey data, we examined changes in 4 health care access measures and 2 utilization measures among whites and 7 Asian American subgroups. We estimated the unadjusted and adjusted percentage point changes on the absolute s
When functional tests are used for manufacturing testing, their quality for detecting manufacturing defects needs to be evaluated. Evaluating functional tests using a traditional gate-level fault simulation environment has several disadvantages. To alleviate them, we describe a functional level coverage metric for estimating gate-level fault coverage that has a high degree of correlation to gate-level coverage. We borrow concepts from simulation-based design verification by defining fault detect
Utilization of cost-effective essential preventive health services increased after the implementation of the Affordable Care Act's (ACA) provision that non-grandfathered private insurers provide cost-effective preventive services without cost sharing in 2010. Little is known, however, whether this change is also observed among Asians in the US. We examined patterns of preventive services utilization among Asian subgroups relative to non-Latino whites (whites) after the implementation of the ACA'
Medicare beneficiaries in rural areas may face challenges to gaining access to care, particularly if enrolled in Medicare Advantage (MA) plans with limited benefits and restrictive provider networks. These barriers to care may, in turn, increase switching to traditional fee-for-service Medicare among rural MA enrollees. Using 2010-16 Medicare Current Beneficiary Survey data, we found that switching from traditional Medicare to Medicare Advantage was uncommon among enrollees, both rural (1.7 perc
Risk adjustment is instituted to counter risk selection by accurately equating payments with expected expenditures. Traditional risk-adjustment methods are designed to estimate accurate payments at the group level. However, this generates residual risks at the individual level, especially for high-expenditure individuals, thereby inducing health plans to avoid those with high residual risks. To identify an optimal risk-adjustment method, we perform a comprehensive comparison of prediction accura
OBJECTIVE: The objective of this study was to determine differences in health care utilization, process of diabetes care, care satisfaction, and health status for Medicare Advantage (MA) and traditional Medicare (TM) beneficiaries with and without diabetes. METHODS: Using the 2010-2016 Medicare Current Beneficiary Survey, we identified MA and TM beneficiaries with and without diabetes. To address the endogenous plan choice between MA and TM, we used an instrumental variable approach. Using margi
Research Areas
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