This paper is in the following e-collection/theme issue:

JMIR Theme Issue: COVID-19 Special Issue (2556) Infodemiology and Infoveillance (1565) Medicine 2.0: Social Media, Open, Participatory, Collaborative Medicine (1926) Infoveillance, Infodemiology, Digital Disease Surveillance, Infodemic Management (1142) Outbreak and Pandemic Preparedness and Management (1829) Theme Issue: Novel Coronavirus (COVID-19) Outbreak Rapid Reports (1543) Infectious Diseases (non-STD/STI) (1728) JMH Theme Issue: COVID-19 and Mental Health: Impact and Interventions 2023 (409) Infoveillance and Social Listening (316)

Published on in Vol 23, No 8 (2021): August

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/29150, first published .
Long-term Effects of the COVID-19 Pandemic on Public Sentiments in Mainland China: Sentiment Analysis of Social Media Posts

Long-term Effects of the COVID-19 Pandemic on Public Sentiments in Mainland China: Sentiment Analysis of Social Media Posts

Long-term Effects of the COVID-19 Pandemic on Public Sentiments in Mainland China: Sentiment Analysis of Social Media Posts

Authors of this article:

Hao Tan1, 2 Author Orcid Image ;   Sheng-Lan Peng1, 2 Author Orcid Image ;   Chun-Peng Zhu1, 2 Author Orcid Image ;   Zuo You1, 2 Author Orcid Image ;   Ming-Cheng Miao3 Author Orcid Image ;   Shu-Guang Kuai3, 4 Author Orcid Image
Article Authors Cited by (30) Tweetations (6) Metrics

Journals

  1. Xie H, Huang X, Zhang Q, Wei Y, Zeng X, Chang F, Wu S. The Prevalence of and Factors Associated With Anxiety and Depression Among Working-Age Adults in Mainland China at the Early Remission Stage of the Coronavirus 2019 Pandemic. Frontiers in Psychology 2022;13 View
  2. Yi K, Li Y, Chen J, Yu M, Li X. Appeal of word of mouth: Influences of public opinions and sentiment on ports in corporate choice of import and export trade in the post-COVID-19 era. Ocean & Coastal Management 2022;225:106239 View
  3. Arias F, Zambrano Nunez M, Guerra-Adames A, Tejedor-Flores N, Vargas-Lombardo M. Sentiment Analysis of Public Social Media as a Tool for Health-Related Topics. IEEE Access 2022;10:74850 View
  4. Zhang F, Tang Q, Chen J, Han N. China public emotion analysis under normalization of COVID-19 epidemic: Using Sina Weibo. Frontiers in Psychology 2023;13 View
  5. Yan T, Shao C, Zhang M, Ge Y, Chen T, Chai D. Impacts of COVID-19 Pandemic on Dermatology Outpatient Department at a Tertiary Hospital in Eastern China: A Pre-Post Study. Clinical, Cosmetic and Investigational Dermatology 2022;Volume 15:2507 View
  6. Romero J, Lv Q. Global Impact of COVID-19 Pandemic on Physical Activity Habits of Competitive Runners: An Analysis of Wearable Device Data. International Journal of Environmental Research and Public Health 2022;19(19):12933 View
  7. Liu C, Tan X, Zhou T, Zhang W, Liu J, Lu X. Emoji use in China: popularity patterns and changes due to COVID-19. Applied Intelligence 2022;52(14):16138 View
  8. Yang Z, Wu Q, Venkatachalam K, Li Y, Xu B, Trojovský P. Topic identification and sentiment trends in Weibo and WeChat content related to intellectual property in China. Technological Forecasting and Social Change 2022;184:121980 View
  9. Wang Y, Pan B, Yu Z, Song Z. The relationship between preschool teacher trait mindfulness and teacher-child relationship quality: the chain mediating role of emotional intelligence and empathy. Current Psychology 2024;43(3):2667 View
  10. Ma N, Yu G, Jin X, Zhu X. Quantified multidimensional public sentiment characteristics on social media for public opinion management: Evidence from the COVID-19 pandemic. Frontiers in Public Health 2023;11 View
  11. Ali M, Irfan R, Lashari T. Comprehensive sentimental analysis of tweets towards COVID-19 in Pakistan: a study on governmental preventive measures. PeerJ Computer Science 2023;9:e1220 View
  12. Zeng Z, Sun S, Li Q. Multimodal negative sentiment recognition of online public opinion on public health emergencies based on graph convolutional networks and ensemble learning. Information Processing & Management 2023;60(4):103378 View
  13. Zhou S, Yang X, Wang Y, Zheng X, Zhang Z. Affective agenda dynamics on social media: interactions of emotional content posted by the public, government, and media during the COVID-19 pandemic. Humanities and Social Sciences Communications 2023;10(1) View
  14. Jiang Y, Pang P, Wong D, Kan H. Natural Language Processing Adoption in Governments and Future Research Directions: A Systematic Review. Applied Sciences 2023;13(22):12346 View
  15. Du K, Fan R. SHI1I2R competitive information spreading model in online and offline two-layer networks in emergencies. Expert Systems with Applications 2024;235:121225 View
  16. Yan Z, Zhou X, Zhang Q, Du R, Ren J. Predicting multi-subsequent events and actors in public health emergencies: An event-based knowledge graph approach. Computers & Industrial Engineering 2023:109852 View
  17. Terry K, Yang F, Yao Q, Liu C. The role of social media in public health crises caused by infectious disease: a scoping review. BMJ Global Health 2023;8(12):e013515 View
  18. Mieles Toloza I, Delgado Meza J, Acevedo-Suárez J. Análisis del Lenguaje Natural para la Identificación de Alteraciones Mentales en Redes Sociales: Una Revisión Sistemática de Estudios. Revista Politécnica 2024;53(1):57 View
  19. Kusuma I, Suherman S. The Pulse of Long COVID on Twitter: A Social Network Analysis. Archives of Iranian Medicine 2024;27(1):36 View
  20. Kobra K, Sammi S, Rahman N, Khushbu S, Islam M, Vargas-Rodriguez E. Multihead Text Mining from COVID‐19 Feedback Using Machine Learning, Deep Learning, and Hybrid Deep Learning Approaches. Journal of Sensors 2024;2024(1) View
  21. Zhang Y, Guo X, Su Y, Xiao G. Spatiotemporal dynamic and regional differences of public attention to vaccination: An empirical study in China. PLOS ONE 2024;19(12):e0312488 View
  22. Yang X, Luo N, Yang Y, Jiang W, Zhang J, Hou L, Zhang J, Hu C, Lin J. Long‐Term Effects of the COVID‐19 Open Strategy on the Mental Health of Chinese University Students: A Prospective Cohort Study. Health Science Reports 2025;8(4) View
  23. Ngai E, Lui A, Kei B. Natural language processing in government applications: a literature review and a case analysis. Industrial Management & Data Systems 2025;125(6):2067 View
  24. Niu Z, Gao Y, Wu X, Hu Q, Hu D. How online public opinion evolves before and after policy adjustments in response to major public health emergencies. Frontiers in Public Health 2025;13 View
  25. Lin A, Liu H, Wu H. A bi-directional flow weighted regression for interpreting social media sentiment identified by large language models. International Journal of Geographical Information Science 2025:1 View
  26. Lee J, Kwon K. Countermeasures against global warming in the beauty market: focusing on the role of internet memes in good ditto consumption. Information Discovery and Delivery 2025:1 View
  27. Cui C, Fang J, Liu Y, Han X, Li Q, Li Y. Sentiment Analysis of the Public’s Attitude Towards Emergency Infrastructure Projects: A Text Mining Study. Buildings 2025;16(1):6 View

Books/Policy Documents

  1. Sharma M. Effective Use of Social Media in Public Health. View
  2. Pourroostaei Ardakani S, Cheshmehzangi A. Big Data Analytics for Smart Transport and Healthcare Systems. View

Conference Proceedings

  1. Zhunis A, Lima G, Song H, Han J, Cha M. Proceedings of the ACM Web Conference 2022. Emotion Bubbles: Emotional Composition of Online Discourse Before and After the COVID-19 Outbreak View