IDEAS home Printed from https://ideas.repec.org/a/spr/ariqol/v19y2024i6d10.1007_s11482-024-10371-4.html
   My bibliography  Save this article

Family Risk Profiles and Mental Health Among Chinese Adolescents: A Latent Class Analysis

Author

Listed:
  • Yifu Chen

    (Hunan Normal University
    Hunan Railway Professional Technology College
    Hunan Normal University)

  • Wei Zheng

    (Hunan Railway Professional Technology College)

  • Meihui He

    (South China Normal University)

  • Yongxing Guo

    (DiggMind Psychometric Testing Technology Co.)

  • Minrui Zhang

    (Guangdong Provincial Hospital of Traditional Chinese Medicine)

  • Ruoxi Feng

    (City University of Macau)

  • Daoqun Ding

    (Hunan Normal University
    Hunan Normal University
    City University of Macau)

  • Ruixiang Gao

    (South China Normal University)

Abstract

Adolescent mental health is considerably influenced by family circumstances, with adversity frequently resulting in detrimental effects. While cumulative risk models theorize the accumulation of risks amplifies harm, recent researchers employing latent class analysis (LCA) seeks to comprehend the impacts of complex risk profiles on youth. However, the use of LCA remains sparse in studies involving Chinese adolescents. This research examined a sample of 2,889 Chinese secondary school students, assessing six family risk factors, namely, parental divorce, parent–child separation, financial hardship, low parental education, diminished family intimacy, and family conflict. The study also deployed indigenous measures to evaluate ten dimensions of mental health. Through LCA, distinct family risk profiles were identified and subsequently analyzed in comparison to mental health indicators utilizing ANOVA tests. The analysis delineated five distinct risk profiles: No Risk, Parental Education Risk, Family Detachment Risk, Family Conflict Risk, and Cumulative Risk. Remarkably, the Family Conflict Risk profile correlated with the most adverse mental health outcomes. Interestingly, parent–child separation appeared to confer certain benefits. Moreover, girls and older adolescents manifested exacerbated symptoms, which were amplified by their interplay with family risks. The study elucidates that specific configurations of family adversity, particularly those revolving around conflict and detachment, have a pronounced impact on the mental well-being of Chinese adolescents, while implying separation from parents potentially offered a protective effect. Consequently, interventions targeted at parents and designed to alleviate destructive family dynamics and encourage healthier relationships can be crucial in promoting mental health outcomes in this demographic.

Suggested Citation

  • Yifu Chen & Wei Zheng & Meihui He & Yongxing Guo & Minrui Zhang & Ruoxi Feng & Daoqun Ding & Ruixiang Gao, 2024. "Family Risk Profiles and Mental Health Among Chinese Adolescents: A Latent Class Analysis," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 19(6), pages 3189-3218, December.
  • Handle: RePEc:spr:ariqol:v:19:y:2024:i:6:d:10.1007_s11482-024-10371-4
    DOI: 10.1007/s11482-024-10371-4
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11482-024-10371-4
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s11482-024-10371-4?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Ai Yue & Yu Bai & Yaojiang Shi & Renfu Luo & Scott Rozelle & Alexis Medina & Sean Sylvia, 2020. "Parental Migration and Early Childhood Development in Rural China," Demography, Springer;Population Association of America (PAA), vol. 57(2), pages 403-422, April.
    2. Daniel Shek, 2010. "Introduction: Quality of Life of Chinese People in a Changing World," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 95(3), pages 357-361, February.
    3. Flavia Izzo & Roberto Baiocco & Jessica Pistella, 2022. "Children’s and Adolescents’ Happiness and Family Functioning: A Systematic Literature Review," IJERPH, MDPI, vol. 19(24), pages 1-28, December.
    4. Minhui Zhou & Rachel Murphy & Ran Tao, 2014. "Effects of Parents' Migration on the Education of Children Left Behind in Rural China," Population and Development Review, The Population Council, Inc., vol. 40(2), pages 273-292, June.
    5. Reiss, Franziska, 2013. "Socioeconomic inequalities and mental health problems in children and adolescents: A systematic review," Social Science & Medicine, Elsevier, vol. 90(C), pages 24-31.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Feng, Qundi & He, Qinying, 2022. "Does parental migration increase upward intergenerational mobility? Evidence from rural China," Economic Modelling, Elsevier, vol. 115(C).
    2. Jingqi Dang & Mingda Cheng & Chunhui Ye, 2020. "“Depression from Overestimation”: Income, Perception Bias and Children’s Mental Health in China’s Rural Households," Sustainability, MDPI, vol. 12(3), pages 1-30, January.
    3. Wang, Haining & Cheng, Zhiming & Zhe Wang, Ben & Chen, Yuanyuan, 2021. "Childhood left-behind experience and labour market outcomes in China," Journal of Business Research, Elsevier, vol. 132(C), pages 196-207.
    4. Qiu, Hui & Liang, Xiao & Sun, Dan, 2024. "Parental migration, sibling migration, and the educational outcomes of children left behind in rural China," Children and Youth Services Review, Elsevier, vol. 157(C).
    5. Hou, Wen-Peng & Tan, Tony Xing & Wen, Yu-Jie & Wang, Xue-Qi & Li, Xian-Bin & Wang, Chuan-Yue, 2020. "The effect of increased family finance and dual-parental absence since infancy on Children's cognitive Abilities," Social Science & Medicine, Elsevier, vol. 266(C).
    6. Bai, Yu & Yang, Ning & Wang, Lei & Zhang, Siqi, 2022. "The impacts of maternal migration on the cognitive development of preschool-aged children left behind in rural China," World Development, Elsevier, vol. 158(C).
    7. Youqin Huang & Zai Liang & Qian Song & Ran Tao, 2020. "Family Arrangements and Children's Education Among Migrants: A Case Study of China," International Journal of Urban and Regional Research, Wiley Blackwell, vol. 44(3), pages 484-504, May.
    8. Xie, Xiaoxia & Huang, Chien-Chung & Chen, Yafan & Hao, Feng, 2019. "Intelligent robots and rural children," Children and Youth Services Review, Elsevier, vol. 100(C), pages 283-290.
    9. Nielsen, Line & Koushede, Vibeke & Vinther-Larsen, Mathilde & Bendtsen, Pernille & Ersbøll, Annette Kjær & Due, Pernille & Holstein, Bjørn E., 2015. "Does school social capital modify socioeconomic inequality in mental health? A multi-level analysis in Danish schools," Social Science & Medicine, Elsevier, vol. 140(C), pages 35-43.
    10. Charlotte Meilstrup & Lau Caspar Thygesen & Line Nielsen & Vibeke Koushede & Donna Cross & Bjørn Evald Holstein, 2016. "Does self-efficacy mediate the association between socioeconomic background and emotional symptoms among schoolchildren?," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 61(4), pages 505-512, May.
    11. Fatimah, Alfariany Milati & Kofol, Chiara, 2023. "Migrating for children’s better future: Intergenerational mobility of internal migrants’ children in Indonesia," Journal of Asian Economics, Elsevier, vol. 86(C).
    12. Karimli, Leyla & Ssewamala, Fred M. & Neilands, Torsten B. & Wells, Christine R. & Bermudez, Laura Gauer, 2019. "Poverty, economic strengthening, and mental health among AIDS orphaned children in Uganda: Mediation model in a randomized clinical trial," Social Science & Medicine, Elsevier, vol. 228(C), pages 17-24.
    13. Altafim, Elisa Rachel Pisani & McCoy, Dana Charles & Linhares, Maria Beatriz Martins, 2018. "Relations between parenting practices, socioeconomic status, and child behavior in Brazil," Children and Youth Services Review, Elsevier, vol. 89(C), pages 93-102.
    14. Teerawichitchainan, Bussarawan & Low, Timothy Qing Ying, 2021. "The situation and well-being of custodial grandparents in Myanmar: Impacts of adult children's cross-border and internal migration," Social Science & Medicine, Elsevier, vol. 277(C).
    15. Lijun Chen & Di Qi & Dali Yang, 2020. "The Urbanization Paradox: Parental Absence and Child Development in China - an Empirical Analysis Based on the China Family Panel Studies Survey," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 13(2), pages 593-608, April.
    16. Zai Liang & Feinuo Sun, 2020. "The lasting impact of parental migration on children's education and health outcomes: The case of China," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 43(9), pages 217-244.
    17. Schreier, Alayna & Stenersen, Madeline R. & Strambler, Michael J. & Marshall, Tim & Bracey, Jeana & Kaufman, Joy S., 2023. "Needs of caregivers of youth enrolled in a statewide system of care: A latent class analysis," Children and Youth Services Review, Elsevier, vol. 147(C).
    18. Po-Keung Ip & Daniel Shek, 2014. "A Tale of Three Chinese Societies: The Quality of Life and Well-Being of Chinese People in a Changing World," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 117(3), pages 665-671, July.
    19. Yekaterina Chzhen & Irene Moor & William Pickett & Emilia Toczydlowska & Gonneke Stevens & UNICEF Innocenti Research Centre, 2016. "Family Affluence and Inequality in Adolescent Health and Life Satisfaction: Evidence from the HBSC study 2002-2014," Papers inwopa836, Innocenti Working Papers.
    20. Daniel Shek & Li Lin, 2014. "Personal Well-Being and Family Quality of Life of Early Adolescents in Hong Kong: Do Economic Disadvantage and Time Matter?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 117(3), pages 795-809, July.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:ariqol:v:19:y:2024:i:6:d:10.1007_s11482-024-10371-4. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.