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Article

COVID-19 Exposure, Susceptibility, and Treatment Among Racial and Ethnic Minorities in Pennsylvania, USA: Evidence from a Cross-Sectional, Non-Probability Web Panel Survey

1
School of Public Health, College of Health and Human Services, San Diego State University, San Diego, CA 92182, USA
2
School of Public Health, University of Texas Health Science Center at Houston, Houston, TX 77030, USA
3
Urban Management Research Division, Incheon Institute, Incheon 22711, Republic of Korea
4
Center for Survey Research, Penn State Harrisburg, Middletown, PA 17057, USA
5
Humana Healthcare Research, Louisville, KY 40202, USA
*
Author to whom correspondence should be addressed.
COVID 2025, 5(10), 178; https://doi.org/10.3390/covid5100178
Submission received: 6 August 2025 / Revised: 2 October 2025 / Accepted: 8 October 2025 / Published: 18 October 2025
(This article belongs to the Special Issue COVID and Public Health)

Abstract

This study adopted a survey instrument based on a consistent conceptual framework to investigate racial and ethnic disparities in COVID-19 exposure, susceptibility, and treatment among Pennsylvania residents. A cross-sectional design was implemented through primary data collection using a non-probability web panel. Quota sampling ensured statewide representativeness by region and combined age/gender categories, yielding a final sample of 1043 residents across 64 counties who completed the survey between February and April 2021. Propensity score matching was utilized to estimate average effects of race/ethnicity on COVID-19-related outcomes. Results indicated that racial/ethnic minority respondents were more likely than non-Hispanic White respondents to live in apartments or group quarters. Non-Hispanic Blacks and Asians were disproportionately urban residents, while non-Hispanic Blacks faced increased COVID-19 exposure risks due to reliance on public transportation. Additionally, Non-Hispanic Others experienced higher exposure risks from insufficient sick leave and caregiving responsibilities. The study found limited evidence for disparities in susceptibility and treatment. These findings highlight how disparities in COVID-19 exposure conditions likely contribute significantly to the differing COVID-19 outcomes observed between racial/ethnic minorities and non-Hispanic Whites in Pennsylvania.
Keywords: health equity; healthcare disparities; racial and ethnic minorities; COVID-19 exposure; COVID-19 susceptibility; COVID-19 treatment health equity; healthcare disparities; racial and ethnic minorities; COVID-19 exposure; COVID-19 susceptibility; COVID-19 treatment

Share and Cite

MDPI and ACS Style

Choi, S.W.; Park, J.M.; Park, M.; Servinsky, T., Jr.; Kim, K. COVID-19 Exposure, Susceptibility, and Treatment Among Racial and Ethnic Minorities in Pennsylvania, USA: Evidence from a Cross-Sectional, Non-Probability Web Panel Survey. COVID 2025, 5, 178. https://doi.org/10.3390/covid5100178

AMA Style

Choi SW, Park JM, Park M, Servinsky T Jr., Kim K. COVID-19 Exposure, Susceptibility, and Treatment Among Racial and Ethnic Minorities in Pennsylvania, USA: Evidence from a Cross-Sectional, Non-Probability Web Panel Survey. COVID. 2025; 5(10):178. https://doi.org/10.3390/covid5100178

Chicago/Turabian Style

Choi, S. Wilton, Jae Man Park, Mingean Park, Timothy Servinsky, Jr., and Kyungha Kim. 2025. "COVID-19 Exposure, Susceptibility, and Treatment Among Racial and Ethnic Minorities in Pennsylvania, USA: Evidence from a Cross-Sectional, Non-Probability Web Panel Survey" COVID 5, no. 10: 178. https://doi.org/10.3390/covid5100178

APA Style

Choi, S. W., Park, J. M., Park, M., Servinsky, T., Jr., & Kim, K. (2025). COVID-19 Exposure, Susceptibility, and Treatment Among Racial and Ethnic Minorities in Pennsylvania, USA: Evidence from a Cross-Sectional, Non-Probability Web Panel Survey. COVID, 5(10), 178. https://doi.org/10.3390/covid5100178

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