Socioeconomic Status and Behavioral Problems in Children: The Mediating Effect of Social Relations in Mainland China
Abstract
:1. Introduction
2. Conceptual Framework
3. Materials and Methods
3.1. Methods
3.1.1. Data
3.1.2. Measurement
Dependent Variable
Mediating Variable
Independent Variable
Control Variable
3.2. Statistical Analysis
4. Results
4.1. Subsection
4.1.1. Characteristics of the Participants
4.1.2. Internal Consistency Test, Kaiser-Meyer-Olkin (KMO) Test and Bartlett’s Test of the Dependent Variable
4.1.3. Test of Measurement Model
4.1.4. Test of Structural Model
5. Discussion
6. Conclusions
Author Contributions
Funding
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Wu, L.; Zhang, D.; Cheng, G.; Hu, T.; Rost, D.H. Parental emotional warmth and psychological Suzhi as mediators between socioeconomic status and problem behaviours In Chinese children. Child. Youth Serv. Rev. 2015, 59, 132–138. [Google Scholar] [CrossRef]
- Luo, S.L. The relationship between family socio-economic status and children’s problem behaviors: The intermediary role of parental rearing patterns. Early Educ. 2022, Z4, 92–96. (In Chinese) [Google Scholar]
- Liu, J. Childhood Externalizing Behavior: Theory and Implications. J. Child Adolesc. Psychiatr. Nurs. 2004, 17, 93–103. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Zhang, X. Parental Rearing Patterns and Children’s Problematic Behaviors: The Role of Parent-Child Attachment and the Common Upbringing of Grandparents. Master’s Thesis, Central China Normal University, Wuhan, China, 2018. (In Chinese). [Google Scholar]
- Polanczyk, G.V.; Salum, G.A.; Sugaya, L.S.; Caye, A.; Rohde, L.A. Annual Research Review: A meta-analysis of the worldwide prevalence of mental disorders in children and adolescents. J. Child Psychol. Psychiatry 2015, 56, 345–365. [Google Scholar] [CrossRef]
- Wu, W.Y.; Liu, Q.; Li, Y.Y.; Fang, B.; Sheng, L.L.; Zhou, Y.K.; Zhang, Q. A comparison of emotional behavior problems between older children and only children in preschool role transition period. Chin. Sch. Health 2021, 10, 1465–1468. [Google Scholar]
- Song, S.C.; Ding, W.; Xie, R.B.; Wu, W.; Wang, D.; Chen, Y.H.; Li, W.J. The influence of father’s cooperative upbringing on the problem behavior of left behind children: A chain intermediary between father son attachment and self-esteem. Psychol. Sci. 2022, 2, 339–346. [Google Scholar] [CrossRef]
- Migrant Workers Monitoring Survey Report. Available online: http://www.gov.cn/xinwen/2022-04/29/content_5688043 (accessed on 17 August 2022).
- Chart: 2018 Data on Left-Behind Children in Rural Areas. Available online: http://www.mca.gov.cn/article/gk/tjtb/201809/20180900010882.shtml (accessed on 17 August 2022).
- Fu, W.Q.; Liu, F.Y. Problem behaviors of left behind children in China and their influencing factors: Evidence from a systematic review. Res. Child. Adolesc. 2022, 9, 40–48. (In Chinese) [Google Scholar]
- Zhang, J.; Yong, H. Analysis of factors affecting the fertility desire of three children among people of childbearing age. J. Stat. Decis. Mak. 2022, 20, 72–77. [Google Scholar] [CrossRef]
- Wang, G.Z. Research on the Total Death Amount and Change Trend of Only Child. China Popul. Sci. 2013, 1, 57–65+127. (In Chinese) [Google Scholar]
- Liu, S.T.; Zhang, X.J.; Lu, S.H.; Gao, H.B.; Liu, H.Y.; Ma, H.M.; Sun, Y.; Yue, L.M.; Ma, W.Y. Mental health status and personality characteristics of only child and non-only child secondary school students. Chin. J. Health Psychol. 2018, 26, 1433–1435. [Google Scholar] [CrossRef]
- Cheng, G.; Yang, Y.Y.; Ding, F.Y.; Xiong, X.M. The relationship between family economic status and children’s problem behaviors: Chain mediation effect analysis. J. Guizhou Norm. Univ. 2021, 37, 41–47. [Google Scholar] [CrossRef]
- Peverill, M.; Dirks, M.A.; Narvaja, T.; Herts, K.L.; Comer, J.S.; McLaughlin, K.A. Socioeconomic status and child psychopathology in the United States: A meta-analysis of population-based studies. Clin. Psychol. Rev. 2021, 83, 101933. [Google Scholar] [CrossRef] [PubMed]
- Bradley, R.H.; Corwyn, R.F. Socioeconomic Status and Child Development. Annu. Rev. Psychol. 2002, 53, 371–399. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Duncan, G.J.; Magnuson, K.A. Off with Hollingshead: Socioeconomic resources, Parenting, and Child Development. In Socioeconomic Status, Parenting, and Child Development; Bornstein, M.H., Bradley, R.H., Eds.; Lawrence Erlbaum Associates Publishers: New York, NY, USA, 2003; pp. 83–106. [Google Scholar]
- Chen, Y.H.; Cheng, G.; Guan, Y.S.H.; Zhang, D.J. The objective socio-economic status of college students and self-esteem: The intermediary role of subjective social status. Psychol. Dev. Educ. 2014, 30, 594–600. (In Chinese) [Google Scholar]
- Perna, L.; Bolte, G.; Mayrhofer, H.; Spies, G.; Mielck, A. The impact of the social environment on children’s mental health in a prosperous city: An analysis with data from the city of Munich. BMC Public Health 2010, 10, 199. [Google Scholar] [CrossRef]
- Flouri, E.; Midouhas, E.; Joshi, H. Family Poverty and Trajectories of Children’s Emotional and Behavioural Problems: The Moderating Roles of Self-Regulation and Verbal Cognitive Ability. J. Abnorm. Child Psychol. 2014, 42, 1043–1056. [Google Scholar] [CrossRef]
- Aebi, M.; Giger, J.; Plattner, B.; Metzke, C.W.; Steinhausen, H.-C. Problem coping skills, psychosocial adversities and mental health problems in children and adolescents as predictors of criminal outcomes in young adulthood. Eur. Child Adolesc. Psychiatry 2013, 23, 283–293. [Google Scholar] [CrossRef] [Green Version]
- Ye, T.; Wu, H.T. The Relationship between Low Family Socio economic Status and Adolescent Social Adaptation: The Com-pensation and Regulation Effect of Gratitude. Psychol. Explor. 2012, 32, 61–66. (In Chinese) [Google Scholar]
- Letourneau, N.; Duffett-Leger, L.; Levac, L.; Watson, B.; Young, C. Socioeconomic Status and Child Development A Me-ta-Analysis. Emot. Behav. Disord 2013, 21, 211–224. [Google Scholar] [CrossRef]
- Yu, L.; Renzaho, A.M.; Shi, L.; Ling, L.; Chen, W. The Effects of Family Financial Stress and Primary Caregivers’ Levels of Acculturation on Children’s Emotional and Behavioral Problems among Humanitarian Refugees in Australia. Int. J. Environ. Res. Public Health 2020, 17, 2716. [Google Scholar] [CrossRef] [Green Version]
- Hosokawa, R.; Katsura, T. Socioeconomic Status, Emotional/Behavioral Difficulties, and Social Competence among Preschool Children in Japan. J. Child Fam. Stud. 2018, 27, 4001–4014. [Google Scholar] [CrossRef]
- Singh, G.K.; Ghandour, R.M. Impact of Neighborhood Social Conditions and Household Socioeconomic Status on Behavioral Problems Among US Children. Matern. Child Health J. 2012, 16, 158–169. [Google Scholar] [CrossRef] [PubMed]
- Jiang, S.; Li, C.; Fang, X. Socioeconomic status and children’s mental health: Understanding the mediating effect of social relations in Mainland China. J. Community Psychol. 2017, 46, 213–223. [Google Scholar] [CrossRef]
- Li, Z.H.; Wu, Y.J. The mediating role of family function between parenting psychological flexibility and problem behaviors of primary school students. Chin. J. Behav. Med. Brain Sci. 2020, 29, 561–566. (In Chinese) [Google Scholar]
- Zhou, C.L.; Yang, M.Q. Influencing factors and support strategies for social adaptation of returned children-based on the perspective of ecosystem theory. J. Hebei Norm. Univ. 2022, 24, 99–107. [Google Scholar] [CrossRef]
- Simmons, L.A.; Braun, B.; Charnigo, R.; Havens, J.R.; Wright, D.W. Depression and Poverty Among Rural Women: A Relationship of Social Causation or Social Selection. J. Rural Health 2008, 24, 292–298. [Google Scholar] [CrossRef]
- Dohrenwend, B.P.; Levav, I.; Shrout, P.E.; Schwartz, S.; Naveh, G.; Link, B.G.; Skodol, A.E.; Stueve, A. Socioeconomic Status and Psychiatric Disorders: The Causation-Selection Issue. Science 1992, 255, 946–952. [Google Scholar] [CrossRef]
- Lund, C.; Cois, A. Simultaneous social causation and social drift: Longitudinal analysis of depression and poverty in South Africa. J. Affect. Disord. 2017, 229, 396–402. [Google Scholar] [CrossRef]
- Mossakowski, K.N. Social Causation and Social Selection. In The Wiley Blackwell Encyclopedia of Health, Illness, Behavior, and Society; John Wiley: New York, NY, USA, 2014; pp. 2154–2160. [Google Scholar] [CrossRef]
- Dodge, K.A.; Lansford, J.E.; Burks, V.S.; Bates, J.E.; Pettit, G.S.; Fontaine, R.; Price, J.M. Peer Rejection and Social Information-Processing Factors in the Development of Aggressive Behavior Problems in Children. Child Dev. 2003, 74, 374–393. [Google Scholar] [CrossRef]
- Wang, R.Q. The Impact of Intergenerational Parenting Conflict on Children’s Behavior Problems in Cities. Master’s Thesis, China Youth University of Political Science, Beijing, China, 2019. (In Chinese). [Google Scholar]
- Coleman, J.S. Social capital in the creation of human capital. Knowl. Soc. Cap. 2000, 94 (Suppl. 1), 17–41. [Google Scholar]
- Wang, L. The Impact of Social Networks on Family Entrepreneurship Choices. Master’s Thesis, Southwest University of Finance and Economics, Chengdu, China, 2020. [Google Scholar] [CrossRef]
- Levitt, M.J. Social Relations in Childhood and Adolescence: The Convoy Model Perspective. Hum. Dev. 2005, 48, 28–47. [Google Scholar] [CrossRef]
- Liu, S.S.; Zheng, O.Y.; Wang, H.T. Overview of Research on Social Relations of the Elderly: A Perspective Based on the Escort Model. Popul. Dev. 2016, 22, 90–97. (In Chinese) [Google Scholar]
- Xie, Y.; Hu, J.W.; Zhang, C.N. Chinese family tracking survey: Concept and practice. Society 2014, 34, 1–32. (In Chinese) [Google Scholar]
- Wu, Q.; Dai, L.H.; Zhen, Q.; Gu, L.P.; Wang, Y.R.; Li, P. Database Introduction and Data Cleaning Report of China Household Tracking Survey in 2018. Available online: http://www.isss.pku.edu.cn/cfps/wdzx/jzbg/index.htm (accessed on 17 August 2022). (In Chinese).
- Tomarken, A.J.; Waller, N.G. Structural Equation Modeling: Strengths, Limitations, and Misconceptions. Annu. Rev. Clin. Psychol. 2005, 1, 31–65. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Bollen, K.A. A New Incremental Fit Index for General Structural Equation Models. Sociol. Methods Res. 1989, 17, 303–316. [Google Scholar] [CrossRef]
- Byrne, B.M. Structural equation modeling with AMOS, EQS, and LISREL: Comparative approaches to testing for the factorial validity of a measuring instrument. Int. J. Test. 2001, 1, 55–86. [Google Scholar] [CrossRef]
- Bentler, P.M. Comparative Fit Indexes in Structural Models. Psychol. Bull. 1990, 107, 238–246. [Google Scholar] [CrossRef]
- Markus, K.A. Principles and practice of structural equation modeling. Struct. Equ. Modeling A Multidiscip. J. 2012, 19, 509–512. [Google Scholar] [CrossRef]
- Ge, T. Effect of socioeconomic status on children’s psychological well-being in China: The mediating role of family social capital. J. Health Psychol. 2017, 25, 1118–1127. [Google Scholar] [CrossRef]
- Shevlin, M.; Miles, J. Effects of sample size, model specification and factor loadings on the GFI in confirmatory factor analysis. Pers. Individ. Differ. 1998, 25, 85–90. [Google Scholar] [CrossRef]
- Malaeb, Z.A.; Summers, J.K.; Pugesek, B.H. Using structural equation modeling to investigate relationships among ecological variables. Environ. Ecol. Stat. 2000, 7, 93–111. [Google Scholar] [CrossRef]
- Wolfe, J.D. The Effects of Socioeconomic Status on Child and Adolescent Physical Health: An Organization and Systematic Comparison of Measures. Soc. Indic. Res. 2014, 123, 39–58. [Google Scholar] [CrossRef]
- Liu, G.Z.; Zhang, D.J.; Zhu, Z.G.; Li, J.J.; Chen, X. The Impact of Family Socio economic Status on Teenagers’ Problem Be-haviors: The Chain Mediation of Parents’ Emotional Warmth and Fair World Beliefs. Psychol. Dev. Educ. 2020, 36, 240–248. [Google Scholar] [CrossRef]
- Ren, C.R. The Family Socio economic Status Effect-A Chain Mediator Based on Family School, Parent Child and Teacher Student Relations. Basic Educ. 2021, 18, 72–81. (In Chinese) [Google Scholar]
- Zhu, N.; Peng, P.P.; Zou, R. The impact of socio-economic status and social support of special children’s families on parent-child relationship. China Spec. Educ. 2015, 9, 19–24. (In Chinese) [Google Scholar]
- Bamrind, D. The social context of child maltreat-ment. Fam. Relat. 1994, 43, 360. [Google Scholar] [CrossRef]
- Gao, H. The Impact of Family Socio-Economic Status, Family Cohesion and School Social Adaptation of Migrant Children in Primary Schools on Their Problem Behaviors. Master’s Thesis, Liaoning Normal University, Dalian, China, 2020. [Google Scholar] [CrossRef]
- Yan, X.Y. The Influence of Parental Rearing Style on Aggressive Behavior of Junior Middle School Students: Mediation of Psychological Quality. Master’s Thesis, Hebei University, Baoding, China, 2021. [Google Scholar] [CrossRef]
- Bezirganian, S.; Cohen, P.; Brook, J.S. The impact of mother-child interaction on the development of borderline personality disorder. Am. J. Psychiatry 1993, 150, 1836–1842. [Google Scholar] [CrossRef]
- Burk, W.J.; Laursen, B. Mother and Adolescent Reports of Associations Between Child Behavior Problems and Mother-Child Relationship Qualities: Separating Shared Variance from Individual Variance. J. Abnorm. Child Psychol. 2010, 38, 657–667. [Google Scholar] [CrossRef]
- Zhang, X.; Chen, H.C.; Zhang, G.F.; Zhou, B.F.; Wu, W. Dynamic interaction model of parent-child relationship and problem behavior: A follow-up study of early childhood. Acta Psychol. Sin. 2008, 5, 571–582. (In Chinese) [Google Scholar] [CrossRef]
- Hazel, N.A.; Oppenheimer, C.W.; Technow, J.R.; Young, J.F.; Hankin, B.L. Parent relationship quality buffers against the effect of peer stressors on depressive symptoms from middle childhood to adolescence. Dev. Psychol. 2014, 50, 2115–2123. [Google Scholar] [CrossRef] [Green Version]
- Leung, G.S.M.; Yeung, K.C.; Wong, D.F.K. Academic stressors and anxiety in children: The role of paternal support. J. Child Fam. Stud. 2010, 19, 90–100. [Google Scholar] [CrossRef]
- Oliva, A.; Jiménez, P.; Parra, A. Protective effect of supportive family relationships and the influence of stressful life events on adolescent adjustment. Anxiety Stress Coping 2009, 22, 137–152. [Google Scholar] [CrossRef] [PubMed]
- Xu, X.P.; Deng, C.P.; Liu, M. The relationship between parents’ academic participation and high school students’ negative emotions: The mediating role of parent-child relationship and the regulatory role of parents’ psychological control. Psychol. Sci. 2020, 43, 1341–1347. [Google Scholar] [CrossRef]
- Kuang, Y.; Tan, Q.B. The relationship between parental participation and prosocial behavior of migrant children: The role of parent-child affinity. Chin. J. Health Psychol. 2019, 27, 1742–1746. [Google Scholar] [CrossRef]
- Pan, S.H.P.; Zhang, J. The impact of parental participation on children’s problem behavior: The mediating role of self-esteem. Ment. Health Educ. Prim. Second. Sch. 2021, 27, 9–12. (In Chinese) [Google Scholar]
- Zhu, X.G.; Zhang, H. A summary of the impact of family socio-economic status on children’s development. J. Henan Univ. 2013, 53, 119–124. [Google Scholar] [CrossRef]
- Zhang, D. The impact of family socio-economic status and parental rearing patterns on children’s and adolescents’ behavioral adaptation. J. Jilin Educ. Coll. 2012, 28, 38–39. [Google Scholar] [CrossRef]
- Tian, F.F.; Tian, L.M. Three models of parent-child relationship and friend relationship influencing problem behavior. Prog. Psychol. Sci. 2014, 22, 968–976. (In Chinese) [Google Scholar]
- Brown, B.B.; Larson, J. Peer relationships in adolescence. In Handbook of Adolescent Psychology; Lerner, R.M., Steinberg, L., Eds.; John Wiley & Sons, Inc.: Hoboken, NJ, USA, 2009; Volume 2, pp. 74–103. [Google Scholar]
- Allen, J.P.; Antonishak, J. Adolescent peer influences: Beyond the dark side. In Understanding Peer Influence in Children and Adolescents; Prinstein, M.J., Dodge, K.A., Eds.; Guilford Press: New York, NY, USA, 2008. [Google Scholar]
- Rubin, K.H.; Bukowski, W.M.; Parker, J.G. Peer interactions, relationships, and groups. In Handbook of Child Psychology. Social, Emotional, and Personality Development; Eisenberg, N., Ed.; John Wiley & Sons: New York, NY, USA, 1998; Volume 3, pp. 619–700. [Google Scholar]
- Gorrese, A. Peer Attachment and Youth Internalizing Problems: A Meta-Analysis. Child Youth Care Forum 2016, 45, 177–204. [Google Scholar] [CrossRef]
- Brady, S.S.; Dolcini, M.M.; Harper, G.W.; Pollack, L.M. Supportive friendships moderate the association between stressful life events and sexual risk taking among African American adolescents. Health Psychol. 2009, 28, 238–248. [Google Scholar] [CrossRef]
- Benhorin, S.; McMahon, S.D. Exposure to violence and aggression: Protective roles of social support among urban African American youth. J. Community Psychol. 2008, 36, 723–743. [Google Scholar] [CrossRef]
- Lee, C.-Y.S.; Goldstein, S.E. Loneliness, Stress, and Social Support in Young Adulthood: Does the Source of Support Matter? J. Youth Adolesc. 2015, 45, 568–580. [Google Scholar] [CrossRef] [PubMed]
- Mou, S.D. The impact of family socioeconomic status on the school-level interpersonal relationship of left-behind children. Health Vocat. Educ. 2016, 34, 105–106. [Google Scholar]
- Iruka, I.U.; Burchinal, M.; Cai, K. Long-Term Effect of Early Relationships for African American Children’s Academic and Social Development: An Examination from Kindergarten to Fifth Grade. J. Black Psychol. 2009, 36, 144–171. [Google Scholar] [CrossRef]
- Buyse, E.; Verschueren, K.; Doumen, S. Preschoolers’ Attachment to Mother and Risk for Adjustment Problems in Kindergarten: Can Teachers Make a Difference? Soc. Dev. 2010, 20, 33–50. [Google Scholar] [CrossRef]
- Collins, B.A.; O’Connor, E.E.; Supplee, L.; Shaw, D.S. Behavior problems in elementary school among low-income boys: The role of teacher–child relationships. J. Educ. Res. 2016, 110, 72–84. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Jiang, Y. The relationship between parental rearing patterns and externalized problem behaviors of migrant adolescents: A test of the mediating and regulating effects of impulsivity. Ment. Health Educ. Prim. Second. Sch. 2021, 17, 14–18. (In Chinese) [Google Scholar]
- Xia, W.H. Psychological Research on the Only Child in China: Current Situation and Prospects. J. Mianyang Norm. Univ. 2015, 34, 67–71. [Google Scholar] [CrossRef]
- Yu, X.M.; Wu, H.R. Comparative study on behavior problems of rural only child and non only child pupils. J. Huazhong Univ. Sci. Technol. 2012, 41, 64–66+71. (In Chinese) [Google Scholar]
- Chen, F.G.; Luo, X.F. The influence of family function on the problem behavior of left behind children in rural areas—Also on the intermediary effect of self-esteem. J. Hunan Agric. Univ. 2016, 1, 67–70. (In Chinese) [Google Scholar]
Frequency (N) | Percentage (%) | |
---|---|---|
Gender | ||
Male | 1139 | 53 |
Female | 1012 | 47 |
Age | Mean = 12.37 | SD = 1.67 |
Number of siblings | ||
Only child | 467 | 21.70 |
Non-only child | 1684 | 78.30 |
Parents’ migrant work status | ||
Parents both go out to work | 556 | 25.80 |
Mother goes out to work, but father stays at home | 78 | 3.60 |
Father goes out to work, but mother stays at home | 337 | 15.70 |
Parents both stay at home | 1180 | 54.90 |
Latent Construct | Observed Variable | Factor Loading |
---|---|---|
PC | Give up watching TV so that the children could focus on homework | 0.348 |
Often talk to children about school | 0.444 | |
Ask the children to finish their homework | 0.533 | |
Check child’s homework | 0.594 | |
Prevent children from watching TV | 0.575 | |
Restricting TV programs | 0.510 | |
PR | Whether to be in a student cadre | 0.365 |
How popular are you | 0.341 | |
TSR | Satisfaction with Chinese teachers | 0.606 |
Satisfaction with math teacher | 0.649 | |
Satisfaction with English teachers | 0.648 | |
SES | Household economic situation | 0.495 |
Father’s education status | 0.705 | |
Mother’s education status | 0.870 |
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. |
© 2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Nong, J.; Zhu, P.; Li, X.; Chai, P.; Zhai, T.; Zhang, Y. Socioeconomic Status and Behavioral Problems in Children: The Mediating Effect of Social Relations in Mainland China. Adolescents 2022, 2, 466-478. https://doi.org/10.3390/adolescents2040037
Nong J, Zhu P, Li X, Chai P, Zhai T, Zhang Y. Socioeconomic Status and Behavioral Problems in Children: The Mediating Effect of Social Relations in Mainland China. Adolescents. 2022; 2(4):466-478. https://doi.org/10.3390/adolescents2040037
Chicago/Turabian StyleNong, Jingya, Pinghua Zhu, Xi Li, Peipei Chai, Tiemin Zhai, and Yuhui Zhang. 2022. "Socioeconomic Status and Behavioral Problems in Children: The Mediating Effect of Social Relations in Mainland China" Adolescents 2, no. 4: 466-478. https://doi.org/10.3390/adolescents2040037
APA StyleNong, J., Zhu, P., Li, X., Chai, P., Zhai, T., & Zhang, Y. (2022). Socioeconomic Status and Behavioral Problems in Children: The Mediating Effect of Social Relations in Mainland China. Adolescents, 2(4), 466-478. https://doi.org/10.3390/adolescents2040037