Sentiment analysis of cancer screening in Chinese social media: Qualitative studies based on machine learning
The findings of this study include the development of health communication strategies, the promotion of public screening participation, and the improvement of nursing personalization and emotional sensitivity. These findings highlight barriers and facilitators for cancer screening promotion in China and inform targeted nursing communication strategies.
Authors
- Qing Yu (ORCID: https://orcid.org/0000-0002-5818-0564)
- Haiqian Wu
- Lei Wu (ORCID: https://orcid.org/0000-0002-4650-5528)
- Lingling Qian (ORCID: https://orcid.org/0000-0001-9282-301X)
- Qi Zhou (ORCID: https://orcid.org/0009-0009-1641-6522)
- Xiaosong Gu (ORCID: https://orcid.org/0000-0002-5021-2453)
- Yueli Zhu (ORCID: https://orcid.org/0009-0005-1867-4315)
- Junwei Ye
Institutions
- Hangzhou Normal University (CN)
- Shanxi Medical University (CN)
- Integrated Chinese Medicine (China) (HK)
- Zhejiang Tongji Vocational College of Science and Technology (CN)
- Zhejiang University (CN)
Publication Details
- Journal
- PLoS ONE
- Published
- 2025-11-05
- DOI
- https://doi.org/10.1371/journal.pone.0336119
- Primary Topic
- Mental Health via Writing
- Type
- article
- Field-Weighted Citation Impact
- 0.00