Analyzing Themes, Sentiments, and Coping Strategies Regarding Online News Coverage of Depression in Hong Kong: Mixed Methods Study

This pioneering study used a mixed methods approach where NLP was used to investigate latent subthemes and underlying sentiment in online news. Content analysis was also performed to examine available coping strategies. The findings of this research enhance our understanding of how depression is portrayed through online news in Hong Kong and the preferable coping strategies being used to mitigate depression. The potential impact on readers was discussed. Future research is encouraged to address the mentioned implications and limitations, with recommendations to apply advanced NLP techniques to a new mental health issue case or language.

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Publication Details

Journal
Journal of Medical Internet Research
Published
2025-02-13
DOI
https://doi.org/10.2196/66696
Citations
1
Primary Topic
Sentiment Analysis and Opinion Mining
Type
article
Field-Weighted Citation Impact
2.48
Controls
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article

Analyzing Themes, Sentiments, and Coping Strategies Regarding Online News Coverage of Depression in Hong Kong: Mixed Methods Study

Cindy Sing Bik Ngai, Sihui Chen, Cecilia Cheng, Y.M. Hu
1 citations
Journal of Medical Internet Research
Sentiment Analysis and Opinion Mining
2.48
article

Analyzing Themes, Sentiments, and Coping Strategies Regarding Online News Coverage of Depression in Hong Kong: Mixed Methods Study

Cindy Sing Bik Ngai, Sihui Chen, Cecilia Cheng, Y.M. Hu
article en
1 citations

Abstract

This pioneering study used a mixed methods approach where NLP was used to investigate latent subthemes and underlying sentiment in online news. Content analysis was also performed to examine available coping strategies. The findings of this research enhance our understanding of how depression is portrayed through online news in Hong Kong and the preferable coping strategies being used to mitigate depression. The potential impact on readers was discussed. Future research is encouraged to address the mentioned implications and limitations, with recommendations to apply advanced NLP techniques to a new mental health issue case or language.

Journal of Medical Internet ResearchVol. 27
Hong Kong Polytechnic University (HK), University of Hong Kong (HK)
Good health and well-being
Openalex Percentile: Top 12%
Sentiment Analysis and Opinion Mining
2.48
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Analyzing Themes, Sentiments, and Coping Strategies Regarding Online News Coverage of Depression in Hong Kong: Mixed Methods Study — Cindy Sing Bik Ngai, Sihui Chen, et al. · Journal of Medical Internet Research (2025) | TGRS Research Map | TGRS