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Changes in online public opinions associated with various three-child supportive policies in China: Observational study using social media data over time

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  • Lijuan Peng
  • Tinggui Chen
  • Jianjun Yang
  • Guodong Cong

Abstract

Background: According to the Seventh National Census, China’s fertility rate is less than 1.5, marking a significant national issue with potential risks. To counter this low birth rate, the Chinese government has relaxed family planning policies and introduced supportive measures. Purpose: Changes in birth policy have attracted considerable attention from the people of China. This article aims to study the public’s response to the three-child support policy using Weibo as a window. The goal is to provide a more balanced evaluation of current perspectives, enabling policymakers to formulate better fertility information, particularly when anticipating a poor public response to controversial policies. Methodology: This research uses a crawler to gather data from Sina Weibo. Through opinion mining of Weibo posts on the three-child policy, Weibo users’ online opinions on the three-child policy are analyzed from two perspectives: their attention content and sentiment tendency. Using an interrupted time series, it examines changes in online views on the policy, matching policy documents to the time nodes of Weibo posts. Findings: The public has shown great interest in and provided short-term positive feedback on policies related to improving maternity insurance, birth rewards, and housing subsidies. In contrast, there has been a continuous negative response to policies such as extending maternity leave, which has particularly sparked concerns among women regarding future employment and marital rights protection. On social media, the public’s attention to the three-child birth policy has focused mainly on the protection of women’s rights, especially legal rights after childbirth, and issues related to physical and mental health. Child-rearing support and economic pressure are also hot topics, involving the daily expenses of multichild families, childcare services, and housing pressure. However, this study also revealed that infertile or single women express a strong desire to have children, but due to limitations in the personal medical insurance system, this desire has not been fully satisfied. Contributions: Our study demonstrates the feasibility of a rapid and flexible method for evaluating the public response to various three-child supportive policies in China using near real-time social media data. This information can help policy makers anticipate public responses to future pandemic three-child policies and ensure that adequate resources are dedicated to addressing increases in negative sentiment and levels of disagreement in the face of scientifically informed but controversial, restrictions.

Suggested Citation

  • Lijuan Peng & Tinggui Chen & Jianjun Yang & Guodong Cong, 2024. "Changes in online public opinions associated with various three-child supportive policies in China: Observational study using social media data over time," PLOS ONE, Public Library of Science, vol. 19(7), pages 1-28, July.
    • Handle: RePEc:plo:pone00:0306698
    DOI: 10.1371/journal.pone.0306698
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    References listed on IDEAS

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    1. Muller, A., 2004. "Florida's Motorcycle Helmet Law Repeal and Fatality Rates," American Journal of Public Health, American Public Health Association, vol. 94(4), pages 556-558.
    2. Zhangsheng Liu & Yuanyuan Gong, 2020. "Income, Social Security And Chinese Families’ “Two-Child” Decisions: Evidence From Urban Residents’ Fertility Intentions," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 65(06), pages 1773-1796, December.
    3. Yanrong Zhao & Junfen Lin & Xiaopeng Shang & Qing Yang & Wei Wang & Yinwei Qiu, 2019. "Impact of the Universal Two-Child Policy on the Workload of Community-Based Basic Public Health Services in Zhejiang Province, China," IJERPH, MDPI, vol. 16(16), pages 1-10, August.
    4. Ariel Linden, 2015. "Conducting interrupted time-series analysis for single- and multiple-group comparisons," Stata Journal, StataCorp LLC, vol. 15(2), pages 480-500, June.
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