Cargando…

Ethnic Differences in Response to COVID-19: A Study of American-Asian and Non-Asian College Students

Asian American students have experienced additional physical and emotional hardships associated with the COVID-19 pandemic due to increased xenophobic and anti-Asian discrimination. This study investigates different coping patterns and risk factors affecting Asian and non-Asian college students in r...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhao, Yijun, Ding, Yi, Chekired, Hayet, Wu, Ying, Wang, Qian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10135535/
https://www.ncbi.nlm.nih.gov/pubmed/37102839
http://dx.doi.org/10.3390/bs13040325
_version_ 1785032002578153472
author Zhao, Yijun
Ding, Yi
Chekired, Hayet
Wu, Ying
Wang, Qian
author_facet Zhao, Yijun
Ding, Yi
Chekired, Hayet
Wu, Ying
Wang, Qian
author_sort Zhao, Yijun
collection PubMed
description Asian American students have experienced additional physical and emotional hardships associated with the COVID-19 pandemic due to increased xenophobic and anti-Asian discrimination. This study investigates different coping patterns and risk factors affecting Asian and non-Asian college students in response to COVID-19 challenges by studying the differences in their responses within four domains after the onset of the pandemic: academic adjustment, emotional adjustment, social support, and discriminatory impacts related to COVID-19. We first employed a machine learning approach to identify well-adjusted and poorly adjusted students in each of the four domains for the Asian and non-Asian groups, respectively. Next, we applied the SHAP method to study the principal risk factors associated with each classification task and analyzed the differences between the two groups. We based our study on a proprietary survey dataset collected from U.S. college students during the initial peak of the pandemic. Our findings provide insights into the risk factors and their directional impact affecting Asian and non-Asian students’ well-being during the pandemic. The results could help universities establish customized strategies to support these two groups of students in this era of uncertainty. Applications for international communities are discussed.
format Online
Article
Text
id pubmed-10135535
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-101355352023-04-28 Ethnic Differences in Response to COVID-19: A Study of American-Asian and Non-Asian College Students Zhao, Yijun Ding, Yi Chekired, Hayet Wu, Ying Wang, Qian Behav Sci (Basel) Article Asian American students have experienced additional physical and emotional hardships associated with the COVID-19 pandemic due to increased xenophobic and anti-Asian discrimination. This study investigates different coping patterns and risk factors affecting Asian and non-Asian college students in response to COVID-19 challenges by studying the differences in their responses within four domains after the onset of the pandemic: academic adjustment, emotional adjustment, social support, and discriminatory impacts related to COVID-19. We first employed a machine learning approach to identify well-adjusted and poorly adjusted students in each of the four domains for the Asian and non-Asian groups, respectively. Next, we applied the SHAP method to study the principal risk factors associated with each classification task and analyzed the differences between the two groups. We based our study on a proprietary survey dataset collected from U.S. college students during the initial peak of the pandemic. Our findings provide insights into the risk factors and their directional impact affecting Asian and non-Asian students’ well-being during the pandemic. The results could help universities establish customized strategies to support these two groups of students in this era of uncertainty. Applications for international communities are discussed. MDPI 2023-04-10 /pmc/articles/PMC10135535/ /pubmed/37102839 http://dx.doi.org/10.3390/bs13040325 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Zhao, Yijun
Ding, Yi
Chekired, Hayet
Wu, Ying
Wang, Qian
Ethnic Differences in Response to COVID-19: A Study of American-Asian and Non-Asian College Students
title Ethnic Differences in Response to COVID-19: A Study of American-Asian and Non-Asian College Students
title_full Ethnic Differences in Response to COVID-19: A Study of American-Asian and Non-Asian College Students
title_fullStr Ethnic Differences in Response to COVID-19: A Study of American-Asian and Non-Asian College Students
title_full_unstemmed Ethnic Differences in Response to COVID-19: A Study of American-Asian and Non-Asian College Students
title_short Ethnic Differences in Response to COVID-19: A Study of American-Asian and Non-Asian College Students
title_sort ethnic differences in response to covid-19: a study of american-asian and non-asian college students
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10135535/
https://www.ncbi.nlm.nih.gov/pubmed/37102839
http://dx.doi.org/10.3390/bs13040325
work_keys_str_mv AT zhaoyijun ethnicdifferencesinresponsetocovid19astudyofamericanasianandnonasiancollegestudents
AT dingyi ethnicdifferencesinresponsetocovid19astudyofamericanasianandnonasiancollegestudents
AT chekiredhayet ethnicdifferencesinresponsetocovid19astudyofamericanasianandnonasiancollegestudents
AT wuying ethnicdifferencesinresponsetocovid19astudyofamericanasianandnonasiancollegestudents
AT wangqian ethnicdifferencesinresponsetocovid19astudyofamericanasianandnonasiancollegestudents