Changes of people’s fertility attitudes based on analysis of online public opinion on three-child policy in China

References

• Alam, M. A., K. Chamroonsawasdi, N. Chansatitporn, C. Munsawaengsub, and M. S. Islam. 2018. Regional variations of fertility control behavior among rural reproductive women in Bangladesh: A hierarchical analysis. Behavioral Sciences 8 (8):68. doi:10.3390/BS8080068.
   Web of Science ®Google Scholar
• Asante, A. H., L. Zhou, X. Xu, and T. Mustafa. 2021. A comparative analysis of impact of universal two-child policy on maternity insurance fund in Jiangsu province and Guangxi Zhuang AR. Healthcare 9 (4):468. doi:10.3390/healthcare9040468.
   Web of Science ®Google Scholar
• Asghar, M. Z., A. Khan, S. Ahmad, M. Qasim, I. A. Khan, and Q. Zou. 2017. Lexicon-enhanced sentiment analysis framework using rule-based classification scheme. PLOS ONE 12 (2):e0171649. doi:10.1371/journal.pone.0171649.
   PubMed Web of Science ®Google Scholar
• Barber, J. S., and W. G. Axinn. 2004. New ideas and fertility limitation: The role of mass media. Journal of Marriage and Family 66 (5):1180–200. doi:10.1111/j.0022-2445.2004.00086.x.
   Web of Science ®Google Scholar
• Cao, Y. 2018. Analysis of the spatial and temporal characteristics of public opinion about Yunnan Tonghai Ms.0 earthquake in 2018 based on Sina microblog. Journal of Seismological Research 41 (4):525–33.
   Google Scholar
• Ceron, A., and F. Negri. 2016. The “social side” of public policy: Monitoring online public opinion and its mobilization during the policy cycle. Policy & Internet 8 (2):131–47. doi:10.1002/poi3.117.
   Web of Science ®Google Scholar
• Chen, Z., and T. Ju. 2020. Research on tendency analysis of microblog comments based on BERT and BLSTM. Intelligence Theory and Practice 43 (8):173.
   Google Scholar
• Chen, T., L. Peng, X. Yin, B. Jing, J. Yang, G. Cong, and G. Li. 2020. A policy category analysis model for tourism promotion in china during the COVID-19 pandemic based on data mining and binary regression. Risk Management and Healthcare Policy 13:3211–33. doi:10.2147/RMHP.S284564.
   PubMed Web of Science ®Google Scholar
• Fan, S. L., C. N. Xiao, Y. K. Zhang, Y. L. Li, X. L. Wang, and L. Wang. 2020. How does the two-child policy affect the sex ratio at birth in China? A cross-sectional study. BMC Public Health 20:1–11.
   PubMed Web of Science ®Google Scholar
• Han, Y., S. Ming, and R. He. 2020. Research on public opinion of “women and fertility” microblog under the background of fertility policy adjustment. China Journalism and Communication Journal 14 (1):124–41.
   Google Scholar
• Huang, J., D. Qin, T. Jiang, Y. Wang, Z. Feng, J. Zhai, L. Cao, Q. Chao, X. Xu, G. Wang, et al. 2019. Effect of fertility policy changes on the population structure and economy of China: From the perspective of the shared socioeconomic Pathways. Earth’s Future 7:250–65. doi:10.1029/2018EF000964.
   Web of Science ®Google Scholar
• Jiang, H., M. Qiang, and P. Lin. 2016. “Assessment of online public opinions on large infrastructure projects: A case study of the Three Gorges project in China”. Environmental Impact Assessment Review 61:38–51. doi:10.1016/j.eiar.2016.06.004.
   Web of Science ®Google Scholar
• Jia, N., Y. Zhou, and T. Yang. 2021. “Selective two-child” policy and household resource allocation. China Economic Review 68:101639. doi:10.1016/j.chieco.2021.101639.
   Web of Science ®Google Scholar
• Jing, W., J. Liu, Q. Ma, S. Zhang, Y. Li, and M. Liu. 2022. Fertility intentions to have a second or third child under China’s three-child policy: A national cross-sectional study. Human Reproduction 37 (8):1907–18. doi:10.1093/humrep/deac101.
   PubMed Web of Science ®Google Scholar
• Liao, P. J. 2013. The one-child policy: A macroeconomic analysis. Journal of Development Economics 101:49–62. doi:10.1016/j.jdeveco.2012.09.001.
   Web of Science ®Google Scholar
• Li, A., D. Jiao, and T. Liu. 2019. Online detection of public attitudes towards China’s second‐child policy: A linguistic analysis of social media responses. Human Behavior and Emerging Technologies 1 (3):200–07. doi:10.1002/hbe2.158.
   Google Scholar
• Li, D., L. Li, and D. Li. 2021. The public opinion effect and enlightenment of the three-child policy network big data analysis based on NLP. China Youth Study 10:46–53.
   Google Scholar
• Lin, H., and J. Luo. 2016. The Interpretation of public opinion for universal two-child policy based on the big data analysis of micro public opinion. Journal of Intelligence 35 (7):66–72.
   Google Scholar
• Liu, B. 2011. Opinion mining and sentiment analysis[M]. Berlin: Springer.
   Google Scholar
• Liu, Y. 2020. Aging and economic growth: Is there a role for a two-child policy in China? Economic Research-Ekonomska Istraživanja 33 (1):438–55. doi:10.1080/1331677X.2019.1699436.
   Web of Science ®Google Scholar
• Liu, F., J. Bao, D. Boutain, M. Straughn, O. Adeniran, H. DeGrande, and S. Harrell. 2016. Online responses to the ending of the one-child policy in China: Implications for preconception care. Upsala Journal of Medical Sciences 121 (4):227–34. doi:10.1080/03009734.2016.1195464.
   PubMed Web of Science ®Google Scholar
• Liu, P., J. Cao, W. Nie, and X. Wang. 2021. The influence of Internet usage frequency on women’s fertility intentions-the mediating effects of gender role attitudes. International Journal of Environmental Research and Public Health 18 (9):4784. doi:10.3390/ijerph18094784.
   PubMed Web of Science ®Google Scholar
• Liu, J., and T. Liu. 2018. Two-child policy, gender income and fertility choice in China. International Review of Economics and Finance 12 (9):1071–81. doi:10.1016/j.iref.2018.12.009.
   Google Scholar
• Liu, Q., and X. Liu. 2020. Evaluating the impacts of universal two-child policy on Beijing’s population. Journal of Systems Science and Complexity 33 (4):1126–43. doi:10.1007/s11424-020-8195-z.
   Web of Science ®Google Scholar
• Li, H., J. Yi, and J. Zhang. 2011. Estimating the effect of the one-child policy on the sex ratio imbalance in China: Identification based on the difference-in-differences. Demography 48 (4):1535–57. doi:10.1007/s13524-011-0055-y.
   PubMed Web of Science ®Google Scholar
• Medaglia, R., and Y. Yang. 2017. Online public deliberation in China: Evolution of interaction patterns and network homophily in the Tianya discussion forum. Information, Communication and Society 20 (5):733–53. doi:10.1080/1369118X.2016.1203974.
   Web of Science ®Google Scholar
• Meng, F., H. Zhong, S. Shi, and Z. Xie. 2022. Analyzing public opinion on three-child-policy with sentiment classification and keyword extraction. Data Analysis and Knowledge Discovery 6 (10):142–50.
   Google Scholar
• Mimno, D., H. Wallach, E. Talley, M. Leenders, and A. McCallum. 2011. Optimizing semantic coherence in topic models. Proceedings of the 2011 Conference on Emprical Methods in Natural Language Processing, Edinburgh, 262–72.
   Google Scholar
• Na, Q., and Y. G. Kim. 2022. Does the two-child policy affect the consumption upgrade of “two-child families”: Based on CFPS data from the Chinese family tracking Survey. Journal of Global Business and Trade 18 (1):97–122. doi:10.20294/jgbt.2022.18.1.97.
   Google Scholar
• Rong, S. 2021. Research on the influence of new media public opinion on public policy Communication from the perspective of interactive ritual chain: A case study of three-child policy. Public Communication of Science & Technology 13 (24):162–64.
   Google Scholar
• Starbird, E., M. Norton, and R. Marcus. 2016. Investing in family planning: Key to achieving the sustainable development goals. Global Health Science and Practice 4 (2):191–210.
   PubMed Web of Science ®Google Scholar
• Stuart, G., X. Han, and Y. Cheng 2019. Assessing the impact of the “one-child policy” in China: A synthetic control approach[J]. PloS One 14 (11):1–17.
   Web of Science ®Google Scholar
• Wang, X., W. Nie, and P. Liu. 2021. The Internet usage and individual fertility intention: Based on the perspectives of information cost and family Intergeneration. Journal of Finance and Economics 47 (10):110–24.
   Google Scholar
• Wang, S., and Y. Song. 2019. Chinese online public opinions on the two-child policy. Online Information Review 43 (3):387–403. doi:10.1108/OIR-07-2017-0217.
   Web of Science ®Google Scholar
• Wen, T., and J. Zhang. 2023. Multi-attribute semantic analysis of the three-child policy topic. Information Exploration 13:70–77.
   Google Scholar
• Xie, X. 2021. The impact of two-child policy on China’s fertility level-based on logit model. Saudi Journal of Economics and Finance 5 (3):100–06. doi:10.36348/sjef.2021.v05i03.001.
   Google Scholar
• Xie, Y., H. Yu, X. Lei, and A. J. Lin. 2020. The impact of fertility policy on the actuarial balance of China’s urban employee basic medical insurance fund–the selective two-child policy vs. The universal two-child policy. The North American Journal of Economics & Finance 53:101212. doi:10.1016/j.najef.2020.101212.
   Web of Science ®Google Scholar
• Zeng, Z., M. Diao, X. Wang, and B. He. 2020. Analysis of user sentiment trend and concern based on mask Review data. Computer Systems and Applications 29 (12):263–67.
   Google Scholar
• Zeng, Y., X. Zhang, and L. Liu. 2017. From “selective two-child policy” to universal two-child policy: Will the payment crisis of China’s pension system be solved? China Finance and Economic Review 5 (1):1–17. doi:10.1186/s40589-017-0053-3.
   Google Scholar
• Zhang, X., F. Guo, and Z. Zhai. 2019. China’s demographic future under the new two-child policy. Population Research and Policy Review 38 (4):537–63. doi:10.1007/s11113-019-09519-0.
   Web of Science ®Google Scholar
• Zhang, X., J. Huang, and Y. Luo. 2021. The effect of the universal two-child policy on medical insurance funds with a rapidly ageing population: Evidence from China’s urban and rural residents’ medical insurance. BMC Public Health 21 (1):1–14. doi:10.1186/s12889-021-11367-7.
   PubMed Web of Science ®Google Scholar
• Zhang, C., L. Wei, Y. Zhu, L. Teng, W. Zhang, J. Xu, and L. P. Wong. 2022. Fertility intentions among young people in the era of China’s three–child policy: A national survey of university students. BMC Pregnancy and Childbirth 22 (1):1–12. doi:10.1186/s12884-022-04873-y.
   PubMed Web of Science ®Google Scholar
• Zhao, Y., J. Lin, X. Shang, Q. Yang, W. Wang, and Y. Qiu. 2019. Impact of the universal two-child policy on the workload of community-based basic public health services in Zhejiang province, China. International Journal of Environmental Research and Public Health 16 (16):2880. doi:10.3390/ijerph16162880.
   PubMed Web of Science ®Google Scholar
• Zhen, G., and S. An. 2021. Intergenerational difference of Pingdi Yao’s fertility attitude and cause analysis: Based on the field work of Pingdi Yao village in Fuchuan, Guangxi. Journal of Hunan Agricultural University (Social Sciences) 22 (1):77–81.
   Google Scholar
• Zhuang, Y., Y. Jiang, and B. Li. 2020. Fertility intention and related factors in China: Findings from the 2017 national fertility Survey. China Population and Development Studies 4 (1):114–12. doi:10.1007/s42379-020-00053-7.
   Google Scholar