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  1. Home
  3. Exploring Public Attitudes Of Continuing Care Retirement Communities In China: A Sentiment Analysis Of China's Social Media Weibo.
  1. Home
  3. Exploring Public Attitudes Of Continuing Care Retirement Communities In China: A Sentiment Analysis Of China's Social Media Weibo.

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Exploring public attitudes of continuing care retirement communities in China: a sentiment analysis of China's social

Xuechun Wang1,2, Bo Xia1, Qing Chen1

  • 1Department of Engineering Management, Shanxi Vocational University of Engineering Science and Technology, Taiyuan, Shanxi Provience, China.

Frontiers in Public Health
|March 5, 2025

View abstract on PubMed

Summary
This summary is machine-generated.

Public sentiment towards Continuing Care Retirement Communities (CCRCs) in China is largely positive, driven by living environment and government support. However, concerns about fraud and safety persist, impacting acceptance of these senior care facilities.

Keywords:
Weiboagingcontinuing care retirement communitiesnatural language processingpublic attitudessentiment analysissocial media

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Area of Science:

  • Gerontology
  • Sociology
  • Computational Social Science

Background:

  • China's aging population challenges traditional family care models.
  • Continuing Care Retirement Communities (CCRCs) offer a market-driven solution for senior care.
  • Cultural stigmas and quality concerns hinder CCRC acceptance.

Purpose of the Study:

  • To analyze public sentiment towards CCRCs in China.
  • To identify key factors influencing public perception of CCRCs.
  • To explore the role of social media in shaping senior care attitudes.

Main Methods:

  • Sentiment analysis of 1,027,295 Weibo posts.
  • Application of Natural Language Processing (NLP).
  • Utilized Term Frequency-Inverse Document Frequency (TF-IDF) algorithm.

Main Results:

  • Predominantly positive sentiment towards CCRCs identified.
  • Positive factors include living environment and government involvement.
  • Concerns persist regarding potential fraud and health/safety issues.

Conclusions:

  • Public perception of CCRCs is nuanced, with notable positive aspects and areas for improvement.
  • Social media analysis is a valuable tool for understanding public opinion on senior care.
  • Addressing concerns is crucial for broader CCRC acceptance in China.