Depression in the COVID-19 endemic era: Analysis of online self-disclosures by young South Koreans.
Although COVID-19 has been declared endemic in South Korea, there are economic and psychosocial after-effects. One of these is the prevalence of depression. Depressed adolescents and young adults struggle with insecurity, loneliness, and lack of confidence due to the life limitations imposed during...
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| Format: | Article |
| Language: | English |
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Public Library of Science (PLoS)
2024-01-01
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| Series: | PLoS ONE |
| Online Access: | https://doi.org/10.1371/journal.pone.0314881 |
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| author | Seoyoung Kim TaeYoon Aum Dong-Gwi Lee |
| author_facet | Seoyoung Kim TaeYoon Aum Dong-Gwi Lee |
| author_sort | Seoyoung Kim |
| collection | DOAJ |
| description | Although COVID-19 has been declared endemic in South Korea, there are economic and psychosocial after-effects. One of these is the prevalence of depression. Depressed adolescents and young adults struggle with insecurity, loneliness, and lack of confidence due to the life limitations imposed during the pandemic. Young South Koreans experienced deterioration in mental health because of the recurrence of mass infections. To address professionals' concerns about the lingering effects of COVID-19 on youth mental health, we text-mined young South Koreans' online posts about depression during the pandemic and the endemic phases-from February 2020 to May 2023. We used a total of 1,740 selected posts (raw data publicly available on https://github.com/kimalexis1129/PLOS_endemic_depression.git) to explore the situational triggers, additional factors, and by-products of depression that have persisted during the endemic era. We used Latent Dirichlet allocation and Dirichlet-multinomial regression topic modeling methods in conjunction with sentiment analysis and mean comparison. The results showed that the pandemic and endemic topic models shared similarities, but emerging topics showed extended adversities such as adolescents' vulnerability to eating disorders and young adults' tendency to self-isolate. Comparisons between the levels of positive and negative affect during the pandemic and endemic eras revealed no significant changes in mood. We discussed the results in comparison with SARS and MERS precedents and from general and cultural perspectives. |
| format | Article |
| id | doaj-art-c8a74bc27be84706b4cca514c97f3b89 |
| institution | Kabale University |
| issn | 1932-6203 |
| language | English |
| publishDate | 2024-01-01 |
| publisher | Public Library of Science (PLoS) |
| record_format | Article |
| series | PLoS ONE |
| spelling | doaj-art-c8a74bc27be84706b4cca514c97f3b892025-01-08T05:32:35ZengPublic Library of Science (PLoS)PLoS ONE1932-62032024-01-011912e031488110.1371/journal.pone.0314881Depression in the COVID-19 endemic era: Analysis of online self-disclosures by young South Koreans.Seoyoung KimTaeYoon AumDong-Gwi LeeAlthough COVID-19 has been declared endemic in South Korea, there are economic and psychosocial after-effects. One of these is the prevalence of depression. Depressed adolescents and young adults struggle with insecurity, loneliness, and lack of confidence due to the life limitations imposed during the pandemic. Young South Koreans experienced deterioration in mental health because of the recurrence of mass infections. To address professionals' concerns about the lingering effects of COVID-19 on youth mental health, we text-mined young South Koreans' online posts about depression during the pandemic and the endemic phases-from February 2020 to May 2023. We used a total of 1,740 selected posts (raw data publicly available on https://github.com/kimalexis1129/PLOS_endemic_depression.git) to explore the situational triggers, additional factors, and by-products of depression that have persisted during the endemic era. We used Latent Dirichlet allocation and Dirichlet-multinomial regression topic modeling methods in conjunction with sentiment analysis and mean comparison. The results showed that the pandemic and endemic topic models shared similarities, but emerging topics showed extended adversities such as adolescents' vulnerability to eating disorders and young adults' tendency to self-isolate. Comparisons between the levels of positive and negative affect during the pandemic and endemic eras revealed no significant changes in mood. We discussed the results in comparison with SARS and MERS precedents and from general and cultural perspectives.https://doi.org/10.1371/journal.pone.0314881 |
| spellingShingle | Seoyoung Kim TaeYoon Aum Dong-Gwi Lee Depression in the COVID-19 endemic era: Analysis of online self-disclosures by young South Koreans. PLoS ONE |
| title | Depression in the COVID-19 endemic era: Analysis of online self-disclosures by young South Koreans. |
| title_full | Depression in the COVID-19 endemic era: Analysis of online self-disclosures by young South Koreans. |
| title_fullStr | Depression in the COVID-19 endemic era: Analysis of online self-disclosures by young South Koreans. |
| title_full_unstemmed | Depression in the COVID-19 endemic era: Analysis of online self-disclosures by young South Koreans. |
| title_short | Depression in the COVID-19 endemic era: Analysis of online self-disclosures by young South Koreans. |
| title_sort | depression in the covid 19 endemic era analysis of online self disclosures by young south koreans |
| url | https://doi.org/10.1371/journal.pone.0314881 |
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