Aims: This study explores the diverse impacts of family structure on rural Chinese adolescents’ non-cognitive skills using longitudinal data from the China Education Panel Survey (CEPS).
Instrument & Methods: Leveraging two waves of the China Education Panel Survey (2013–2015) on 5,111 rural adolescents, we refine family structure typology into four categories—dual‐parent, mother-only, father-only, and non-parent (skip‐generation) households. Non‑cognitive skills are quantified via culturally adapted Big‑Five dimensions, with principal‑component scores standardized on a 0–1 scale. Departing from resource‑deterministic models, we incorporate psychosocial covariates—sibling interactions, intergenerational role modeling, and emotional reciprocity—and apply multilevel linear regressions, alongside subgroup analyses for only‑child status and grandparental cohabitation, to disentangle structural and emotional pathways. Stata software was used to analyse data.
Findings: Compared with dual‑parent households, mother‑only, father‑only, and non‑parent (skip‑generation) families show 1.99%, 2.15%, and 2.52% lower non‑cognitive scores (p < 0.01), particularly in emotional stability and cooperation. Maternal care exerts stronger protection than paternal care, and grandparental co‑residence only partially offsets maternal absence.
Conclusion: Dual‑parent residency yields the highest non‑cognitive outcomes. Parental absence—especially maternal—significantly undermines adolescents’ emotional stability and cooperative skills. These findings point to the need for psychosocial interventions: bolster maternal caregiving support, provide targeted grandparent training, and integrate non‑cognitive skill development into school and community programs.
1-Liu Z. The impact of intergenerational parenting on left-behind children's mental health and social adaptability. People's Tribune. 2025;(2):79–83.
2-Yin X, Yang X, Li Z. Parental emotional involvement, adolescents' basic psychological needs, and adolescent depression: A cross-lagged analysis. Chinese Journal of Clinical Psychology. 2024;32:969–976.
3-Wang F. Family capital and parenting styles: Family class differences in adolescents' physical activity. China Sport Science. 2019;39:48–57.
4-Zhu X, Ren W. How does family background affect adolescents' digital skills? An explanation based on family capital investment. Contemporary Youth Research. 2023;(1):112–124.
5-Fang C. Neighborhood effects, family capital, and adolescents' compulsory education outcomes. Education and Economy. 2023;39(3):35–44.
6-Cong Z, Silverstein M. Caring for grandchildren and intergenerational support in rural China: A gendered extended family perspective. Ageing & Society. 2012;32(3):425–450.
7-Li S, Liang L. Harmony and conflict of intergenerational relations in rural "NEET" families. In: Proceedings of the 7th International Conference on Humanities and Social Science Research (ICHSSR 2021). Atlantis Press; 2021:401–404.
8-Lu Q, Hua J. Micro-household human capital investment decisions and a simulation study from the intergenerational conflict perspective. International Journal of Environmental Research and Public Health. 2023;20:1696.
9-Cheng S. Cultural capital, economic capital, and academic achievement: Some evidence from Taiwan [PhD dissertation]. Michigan State University; 2012.
10-Ding Q, Wu Q. Effects of economic capital, cultural capital and social capital on the educational expectation of Chinese migrant children. Applied Research in Quality of Life. 2023;18(3):1407–1432.
11-Fan J. The impact of economic capital, social capital and cultural capital: Chinese families' access to educational resources. Sociological Mind. 2014;4:272–281.
12-Pishghadam R, et al. Economic, social, and cultural capital and ESQ in academic achievement: A comparison of Afghan and Iranian students. Frontiers in Psychology. 2023;14:1087480.
13-Zhu Y. Mental health issues of rural left-behind children: Manifestations, causes, and countermeasures. Advances in Psychology. 2024;(11):570–576.
14-An Q, Li Q, Lu L. Intervention on parent-child conflict in low-income families in Shanghai: A randomized experimental study. Social Work and Management. 2020;20(4):5–11,36.
15-Zhang C. The impact of parental divorce on children's development in contemporary China: Empirical evidence from CFPS 2010–2014. China Youth Study. 2017:5–16.
16-Zhao R. Family environment and juvenile delinquency. Educational Progress. 2024;(10):448–453.
17-Wu F. Intergenerational family networks: Structure and operational mechanisms of a new family form. Social Development Research. 2022;9(2):1–16,242.
18-Zhao F, Yu G. Sibling relationships and their association with children's social development. Advances in Psychological Science. 2017;25:825–836.
19-Wu W, Wu J, Zhou Z. Teacher support behaviors and children's non-cognitive development. Journal of Finance and Economics. 2023;49:94–108,168.
20-Zhang W. Social capital: Theoretical debates and empirical research. Sociological Research. 2003;(4):23–35.
21-Zhang W, Luan B. Social capital research from a structural perspective: Concepts, measurement, and functions. Society. 2007:52–71.
22-Whelan M, et al. Using life course theory to explore the association between autistic traits, child, family, and school factors and the successful transition to secondary school. Journal of Autism and Developmental Disorders. 2024;54:1–14.
23-Dianovinina K, et al. Stressful life events among depressed adolescents after parental divorce. Jurnal Psikologi Ulayat. 2023;10(1).
24-Dilla Y, Wado R. Understanding the impact of parental divorce on emotional development in early adolescents: A mixed-methods exploration. Acta Psychologia. 2024;3(2):81–88.
25-Tullius J, et al. Adolescents' mental health problems increase after parental divorce, not before, and persist until adulthood. European Child & Adolescent Psychiatry. 2022;31:969–978.
26-Micucci J. The adolescent in family therapy: Harnessing the power of relationships. Routledge; 2023.
27-Wolchik S, et al. Promoting resilience in youth from divorced families. Journal of Personality. 2009;77:1833–1868.
28-Zhou J, Wang X. Father presence, adolescent girls' resilience, psychological security, and achievement goal orientation. Frontiers in Psychology. 2024;15:1403403.
29-Gustafson D. Unbecoming mothers: The social production of maternal absence. Routledge; 2013.
30-Li Y, et al. The relationship between parenting styles practiced by grandparents and children's emotional and behavioral problems. Journal of Child & Family Studies. 2019;28:1899–1913.
31-Yunus S. Development of well-being in children raised by grandparents. Lambert Academic Publishing; 2017.
32-Kalenkoski C, et al. Parental child care in single-parent, cohabiting, and married-couple families. American Economic Review. 2005;95:194–198.
33-Mendoza K. The effects of single-family homes on children's academics. CSUN; 2023.
34-Gozali-Lee E. Older siblings as positive role models in the development of at-risk children [Dissertation]. University of Minnesota; 1995.
35-Tanskanen A, et al. Diluted competition? Conflicts between full- and half-siblings. Frontiers in Sociology. 2016;1.
36-Chen K. Non-cognitive human capital in the digital economy: Value and accumulation. Seeker. 2023:63–72.
37-Wu Y, et al. Changing family structures and adolescent development in China. Social Sciences in China. 2018;(2):98–120,206–207.
38-Quan X, Zhang Q. Family structure and health risks: An empirical analysis of adolescent myopia. China Youth Study. 2020:53–60.
39-Cui Y, Xu Z. The impact of parental migration on non-cognitive abilities of rural left-behind children. Zhejiang Academic Journal. 2021;(5):125–136.
40-Adil F, Malik R. Role of parenting practices in constructing gender role attitudes among children. Pakistan Journal of Gender Studies. 2024;24(1):38–52.
41-Dittman C, et al. Revisiting gendered parenting of adolescents. Current Psychology. 2023;42:24569–24581.
42-Katz-Wise S, et al. Gender-role attitudes and behavior across the transition to parenthood. Developmental Psychology. 2010;46:18–28.
43-Zhang L, et al. The impact of harsh parental discipline and emotional warmth on adolescent problem behaviors. Psychology Research and Behavior Management. 2024;17:2309–2319.
44-Li L, et al. How does co-residence with grandparents affect the health of junior high school students? A multidimensional study based on CEPS. Chinese Health Policy Research. 2022;15(6):39–45.
45-Zhang F, Wu Y. Co-residence with grandparents: Three-generation living arrangements and adolescents' academic performance in China. Society. 2020;40:212–240.
46-Sadeghy M, et al. Effectiveness of attachment-based theraplay on parental self-efficacy and emotion regulation in children with separation anxiety. Quarterly Journal of Applied Psychology. 2022;16(2):107–132.
47-Keim S, et al. Language development and school readiness of children raised by grandparents. Paediatric and Perinatal Epidemiology. 2025;39(1).
48-Yu L, et al. The impact of early intergenerational care experience on non-cognitive abilities of junior high students. Population and Development. 2024;(4).
49-Nie J, et al. Sibling effects in rural China: Interaction or resource dilution? Population Journal. 2016.
Zhang,J. , LIANG,S. , Li,S. , Shi,Y. , Wang,Y. and Wei,J. (2025). The Influence of Family Structure on the Non-cognitive Ability of Rural Adolescents. Health Education and Health Promotion, 13(3), 1001-1011.
MLA
Zhang,J. , , LIANG,S. , , Li,S. , , Shi,Y. , , Wang,Y. , and Wei,J. . "The Influence of Family Structure on the Non-cognitive Ability of Rural Adolescents", Health Education and Health Promotion, 13, 3, 2025, 1001-1011.
HARVARD
Zhang J., LIANG S., Li S., Shi Y., Wang Y., Wei J. (2025). 'The Influence of Family Structure on the Non-cognitive Ability of Rural Adolescents', Health Education and Health Promotion, 13(3), pp. 1001-1011.
CHICAGO
J. Zhang, S. LIANG, S. Li, Y. Shi, Y. Wang and J. Wei, "The Influence of Family Structure on the Non-cognitive Ability of Rural Adolescents," Health Education and Health Promotion, 13 3 (2025): 1001-1011,
VANCOUVER
Zhang J., LIANG S., Li S., Shi Y., Wang Y., Wei J. The Influence of Family Structure on the Non-cognitive Ability of Rural Adolescents. Health Education and Health Promotion, 2025; 13(3): 1001-1011.