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Understanding online suicidal ideation in China: nationwide distribution, social determinants, and geographic variations

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  • Yanji Zhang

    (Fuzhou University)

  • Liang Cai

    (The University of Chicago)

  • Chunwu Zhu

    (Texas A&M University)

Abstract

Using novel Internet search data from Baidu Index, this study examines for the first time the nationwide distribution of city-level intensity of online suicidal ideation in China and the underlying social determinants and processes. We find that the intensity of suicidal ideation shows moderate spatial clustering, decreasing from east to west nationally and from developed to less developed areas within each province. Overall, socioeconomic inequality, social fragmentation as represented by single-generation households and religiosity, and the proportion of older adults are positively associated with suicidal ideation. Social deprivation, divorce rate, and male-to-female sex ratio have significant negative effects on suicidal ideation, while marriage rate has insignificant effects. Further analyses based on geographically weighted regression suggest that the direction, magnitude, and statistical significance of the set of risk factors relevant to suicidal ideation vary by contexts and that city-specific interventions for suicide prevention are needed.

Suggested Citation

  • Yanji Zhang & Liang Cai & Chunwu Zhu, 2024. "Understanding online suicidal ideation in China: nationwide distribution, social determinants, and geographic variations," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-10, December.
    • Handle: RePEc:pal:palcom:v:11:y:2024:i:1:d:10.1057_s41599-024-04299-1
    DOI: 10.1057/s41599-024-04299-1
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    References listed on IDEAS

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    1. Hoehun Ha & Wei Tu, 2018. "An Ecological Study on the Spatially Varying Relationship between County-Level Suicide Rates and Altitude in the United States," IJERPH, MDPI, vol. 15(4), pages 1-16, April.
    2. Chang, Qingsong & Chan, Chee Hon & Yip, Paul S.F., 2017. "A meta-analytic review on social relationships and suicidal ideation among older adults," Social Science & Medicine, Elsevier, vol. 191(C), pages 65-76.
    3. Justin T. Denney & Tim Wadsworth & Richard G. Rogers & Fred C. Pampel, 2015. "Suicide in the City: Do Characteristics of Place Really Influence Risk?," Social Science Quarterly, Southwestern Social Science Association, vol. 96(2), pages 313-329, June.
    4. Fagg, James & Curtis, Sarah & Stansfeld, Stephen A. & Cattell, Vicky & Tupuola, Ann-Marie & Arephin, Muna, 2008. "Area social fragmentation, social support for individuals and psychosocial health in young adults: Evidence from a national survey in England," Social Science & Medicine, Elsevier, vol. 66(2), pages 242-254, January.
    5. Christopher P. Scheitle, 2011. "Google's Insights for Search: A Note Evaluating the Use of Search Engine Data in Social Research," Social Science Quarterly, Southwestern Social Science Association, vol. 92(1), pages 285-295, March.
    6. Peng, Sihui & Yang, Xiaozhao Yousef & Rockett, Ian R.H., 2019. "A typology of social capital and its mixed blessing for suicidal ideation: A multilevel study of college students," Social Science & Medicine, Elsevier, vol. 243(C).
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