Abstract
Rapid industrialization and urbanization in China have resulted in labor migrants leaving children behind. For left-behind children (LBC), disrupted parental attachment may increase the risk of psychiatric morbidity in adulthood. To investigate psychopathological consequences for university students who were LBC and to estimate the effects of one or both parents being migrants, the duration of left-behind experience, and parental absence during critical periods of growth on psychiatric morbidity. We conducted an annual survey of all freshmen at a Chinese university from 2014 to 2018. The questionnaire collected information on left-behind experiences and psychiatric morbidity using standardized self-report instruments. Regression coefficients derived from logistic regression were used to measure the associations among total time left behind, absence of one parent or both parents, age when left behind and psychopathological consequences. A total of 42,505 students were included. Students who were LBC had more psychopathology, including depression, anxiety, somatoform disorder, obsessive–compulsive disorder, self-reported suicide attempts and deliberate self-harm, than those who were not. Students for whom one or both parents were migrants showed a greater risk of psychiatric morbidity. The risk of psychiatric morbidity increased with the length of parental absence. Left-behind experience during childhood represents sustained impacts for university students into early adulthood. The higher prevalence of psychiatric morbidity in young adults who experienced the absence of one or both of their parents, especially in their early childhood, suggests that other factors besides attachment, such as protection from other risks, are important and that further research is necessary.
Similar content being viewed by others
References
Shen M, Gao J, Liang Z, Wang Y, Du Y, Stallones L (2015) Parental migration patterns and risk of depression and anxiety disorder among rural children aged 10–18 years in China: a cross-sectional study. BMJ Open 5(12):e007802-007808. https://doi.org/10.1136/bmjopen-2015-007802
Sun M, Xue Z, Zhang W, Guo R, Hu A, Li Y, Mwansisya TE, Zhou L, Liu C, Chen X, Huang X, Tao H, Shi J, Liu Z, Rosenheck R (2017) Psychotic-like experiences, trauma and related risk factors among “left-behind” children in China. Schizophr Res 181:43–48. https://doi.org/10.1016/j.schres.2016.09.030
Fellmeth G, Rose-Clarke K, Zhao C, Busert LK, Zheng Y, Massazza A, Sonmez H, Eder B, Blewitt A, Lertgrai W, Orcutt M, Ricci K, Mohamed-Ahmed O, Burns R, Knipe D, Hargreaves S, Hesketh T, Opondo C, Devakumar D (2018) Health impacts of parental migration on left-behind children and adolescents: a systematic review and meta-analysis. Lancet 392(10164):2567–2582. https://doi.org/10.1016/S0140-6736(18)32558-3
Xu W, Yan N, Chen G, Zhang X, Feng T (2018) Parent-child separation: the relationship between separation and psychological adjustment among Chinese rural children. Qual Life Res 27(4):913–921. https://doi.org/10.1007/s11136-017-1776-1
Guang Y, Feng Z, Yang G, Yang Y, Wang L, Dai Q, Hu C, Liu K, Zhang R, Xia F, Zhao M (2017) Depressive symptoms and negative life events: what psycho-social factors protect or harm left-behind children in China? BMC Psychiatry 17(1):402. https://doi.org/10.1186/s12888-017-1554-1
Chen M, Sun X, Chen Q, Chan KL (2020) Parental migration, children’s safety and psychological adjustment in rural China: a meta-analysis. Trauma Violence Abuse 21(1):113–122. https://doi.org/10.1177/1524838017744768
Hu H, Gao J, Jiang H, Jiang H, Guo S, Chen K, Jin K, Qi Y (2018) A comparative study of behavior problems among left-behind children, migrant children and local children. Int J Environ Res Public Health 15(4):655–615. https://doi.org/10.3390/ijerph15040655
Guo J, Chen L, Wang X, Liu Y, Chui CHK, He H, Qu Z, Tian D (2012) The relationship between Internet addiction and depression among migrant children and left-behind children in China. Cyberpsychol Behav Soc Netw 15(11):585–590. https://doi.org/10.1089/cyber.2012.0261
Wang X, Ling L, Su H, Cheng J, Jin L, Sun YH (2015) Self-concept of left-behind children in China: a systematic review of the literature. Child Care Health Dev 41(3):346–355. https://doi.org/10.1111/cch.12172
Bowlby J (1960) Grief and mourning in infancy and early childhood. Psychoanal Study Child 15(1):9–52
Hong YR, Park JS (2012) Impact of attachment, temperament and parenting on human development. Korean J Pediatr 55(12):449–454. https://doi.org/10.3345/kjp.2012.55.12.449
Sun X, Tian Y, Zhang Y, Xie X, Heath MA, Zhou Z (2015) Psychological development and educational problems of left-behind children in rural China. Sch Psychol Int 36(3):227–252. https://doi.org/10.1177/0143034314566669
Ferdinand RF, Verhulst FC (1995) Psychopathology from adolescence into young adulthood: an 8-year follow-up study. Am J Psychiatry 152(11):1586–1594. https://doi.org/10.1176/ajp.152.11.1586
Kessler RC, Amminger GP, Aguilar-Gaxiola S, Alonso J, Lee S, Ustün TB (2007) Age of onset of mental disorders: a review of recent literature. Curr Opin Psychiatry 20(4):359–364. https://doi.org/10.1097/YCO.0b013e32816ebc8c
Kumaraswamy N (2013) Academic stress, anxiety and depression among college students-a brief review. Int Rev Soc Sci Humanit 5(1):135–143
Infurna MR, Reichl C, Parzer P, Schimmenti A, Bifulco A, Kaess M (2016) Associations between depression and specific childhood experiences of abuse and neglect: a meta-analysis. J Affect Disord 190:47–55. https://doi.org/10.1016/j.jad.2015.09.006
Solomon Z, Bromet E (1982) The role of social factors in affective disorder: an assessment of the vulnerability model of Brown and this colleagues. Psychol Med 12(1):123–130. https://doi.org/10.1017/s0033291700043361
Wang C, Wang Q, Li X, Zhang Y, Wei W, Deng W, Guo W, He L, Tang W, Chen T, Li T (2019) Rural birth/upbringing and childhood adversities are associated with psychotic experiences in university students in China. Schizophr Res 209:105–112. https://doi.org/10.1016/j.schres.2019.05.009
Manea L, Gilbody S, McMillan D (2012) Optimal cut-off score for diagnosing depression with the Patient Health Questionnaire (PHQ-9): a meta-analysis. CMAJ 184(3):E191–E196. https://doi.org/10.1503/cmaj.110829
Kang YK, Guo WJ, Xu H, Chen YH, Li XJ, Tan ZP, Li N, Gesang ZR, Wang YM, Liu CB, Luo Y, Feng J, Xu QJ, Lee S, Li T (2015) The 6-item Kessler psychological distress scale to survey serious mental illness among Chinese undergraduates: psychometric properties and prevalence estimate. Compr Psychiatry 63:105–112. https://doi.org/10.1016/j.comppsych.2015.08.011
Kroenke K, Spitzer RL, Williams JB (2002) The PHQ-15: validity of a new measure for evaluating the severity of somatic symptoms. Psychosom Med 64(2):258–266. https://doi.org/10.1097/00006842-200203000-00008
Foa EB, Huppert JD, Leiberg S, Langner R, Kichic R, Hajcak G, Salkovskis PM (2002) The Obsessive–Compulsive Inventory: development and validation of a short version. Psychol Assess 14(4):485–496
Wang W, Bian Q, Zhao Y, Li X, Wang W, Du J, Zhang G, Zhou Q, Zhao M (2014) Reliability and validity of the Chinese version of the Patient Health Questionnaire (PHQ-9) in the general population. Gen Hosp Psychiatry 36(5):539–544. https://doi.org/10.1016/j.genhosppsych.2014.05.021
Zhang L, Fritzsche K, Liu Y, Wang J, Huang M, Wang Y, Chen L, Luo S, Yu J, Dong Z, Mo L, Leonhart R (2016) Validation of the Chinese version of the PHQ-15 in a tertiary hospital. BMC Psychiatry 16:89–89. https://doi.org/10.1186/s12888-016-0798-5
Peng Z-W, Yang W-H, Miao G-D, Jing J, Chan RCK (2011) The Chinese version of the Obsessive–Compulsive Inventory-Revised scale: replication and extension to non-clinical and clinical individuals with OCD symptoms. BMC Psychiatry 11:129–129. https://doi.org/10.1186/1471-244X-11-129
Binbay T, Drukker M, Alptekin K, Elbi H, Tanık FA, Özkınay F, Onay H, Zağlı N, van Os J (2012) Evidence that the wider social environment moderates the association between familial liability and psychosis spectrum outcome. Psychol Med 42(12):2499–2510. https://doi.org/10.1017/S0033291712000700
The Sixth National Population Census (2010) Tabulation on the 2010 Population Census of the people's republic of China. National Bureau of Statistics of the People’s Republic of China. https://www.stats.gov.cn/tjsj/pcsj/rkpc/6rp/indexch.htm. Accessed 05 Sep 2020
Tong L, Yan Q, Kawachi I (2019) The factors associated with being left-behind children in China: multilevel analysis with nationally representative data. PLoS ONE 14(11):e0224205–e0224205. https://doi.org/10.1371/journal.pone.0224205
Huang Y, Wang Y, Wang H, Liu Z, Yu X, Yan J, Yu Y, Kou C, Xu X, Lu J, Wang Z, He S, Xu Y, He Y, Li T, Guo W, Tian H, Xu G, Xu X, Ma Y, Wang L, Wang L, Yan Y, Wang B, Xiao S, Zhou L, Li L, Tan L, Zhang T, Ma C, Li Q, Ding H, Geng H, Jia F, Shi J, Wang S, Zhang N, Du X, Du X, Wu Y (2019) Prevalence of mental disorders in China: a cross-sectional epidemiological study. Lancet Psychiatry 6(3):211–224. https://doi.org/10.1016/S2215-0366(18)30511-X
Zhang YH, Pan YT, Hong X (2011) A brief statistical analysis of stomatology papers published in international journals by researchers from the mainland of China—based on Thomson Reuters’ journal citation reports for 2009. Int J Oral Sci 3(1):1–6. https://doi.org/10.4248/IJOS11003
Ehrenreich H, Rinn T, Kunert HJ, Moeller MR, Poser W, Schilling L, Gigerenzer G, Hoehe MR (1999) Specific attentional dysfunction in adults following early start of cannabis use. Psychopharmacology 142(3):295–301. https://doi.org/10.1007/s002130050892
Romeo RD (2010) Adolescence: a central event in shaping stress reactivity. Dev Psychobiol 52(3):244–253. https://doi.org/10.1002/dev.20437
Schneider M (2008) Puberty as a highly vulnerable developmental period for the consequences of cannabis exposure. Addict Biol 13(2):253–263. https://doi.org/10.1111/j.1369-1600.2008.00110.x
Zhao C, Wang F, Li L, Zhou X, Hesketh T (2016) Persistent effects of parental migration on psychosocial wellbeing of left-behind children in two Chinese provinces: a cross-sectional survey. Lancet (London, England) 388(Supplement 1):S6. https://doi.org/10.1016/s0140-6736(16)31933-x
Stepniak B, Papiol S, Hammer C, Ramin A, Everts S, Hennig L, Begemann M, Ehrenreich H (2014) Accumulated environmental risk determining age at schizophrenia onset: a deep phenotyping-based study. Lancet Psychiatry 1(6):444–453. https://doi.org/10.1016/S2215-0366(14)70379-7
Zhao Y, Du M, Gao X, Xiao Y, Shah C, Sun H, Chen F, Yang L, Yan Z, Fu Y, Lui S (2016) Altered brain network topology in left-behind children: a resting-state functional magnetic resonance imaging study. Child Abuse Negl 62:89–99. https://doi.org/10.1016/j.chiabu.2016.10.013
Cecil CA, Viding E, Fearon P, Glaser D, McCrory EJ (2017) Disentangling the mental health impact of childhood abuse and neglect. Child Abuse Negl 63:106–119. https://doi.org/10.1016/j.chiabu.2016.11.024
Clark C, Caldwell T, Power C, Stansfeld SA (2010) Does the influence of childhood adversity on psychopathology persist across the lifecourse? A 45-year prospective epidemiologic study. Ann Epidemiol 20(5):385–394. https://doi.org/10.1016/j.annepidem.2010.02.008
Geoffroy MC, Pinto Pereira S, Li L, Power C (2016) Child neglect and maltreatment and childhood-to-adulthood cognition and mental health in a prospective birth cohort. J Am Acad Child Adolesc Psychiatry 55(1):33–40. https://doi.org/10.1016/j.jaac.2015.10.012
Han L, Zhao SY, Pan XY, Liao CJ (2018) The impact of students with left-behind experiences on childhood: the relationship between negative life events and depression among college students in China. Int J Soc Psychiatry 64(1):56–62. https://doi.org/10.1177/0020764017739332
Torjesen I (2019) Childhood trauma doubles risk of mental health conditions. BMJ 364:l854. https://doi.org/10.1136/bmj.l854
Dunn EC, Soare TW, Raffeld MR, Busso DS, Crawford KM, Davis KA, Fisher VA, Slopen N, Smith A, Tiemeier H, Susser ES (2018) What life course theoretical models best explain the relationship between exposure to childhood adversity and psychopathology symptoms: recency, accumulation, or sensitive periods? Psychol Med 48(15):2562–2572. https://doi.org/10.1017/S0033291718000181
Rentscher KE, Carroll JE, Mitchell C (2020) Psychosocial stressors and telomere length: a current review of the science. Annu Rev Public Health 41:1611–1623. https://doi.org/10.1146/annurev-publhealth-040119-094239
Berman WH, Sperling MB (1991) Parental attachment and emotional distress in the transition to college. J Youth Adolesc 20(4):427–440. https://doi.org/10.1007/BF01537184
Bradford E, Lyddon WJ (1993) Current parental attachment: its relation to perceived psychological distress and relationship satisfaction in college students. J Coll Stud Dev 34(4):256–260
Lima AR, Mello MF, Mari Jde J (2010) The role of early parental bonding in the development of psychiatric symptoms in adulthood. Curr Opin Psychiatry 23(4):383–387. https://doi.org/10.1097/yco.0b013e32833a51ce
Cortes P (2015) The feminization of international migration and its effects on the children left behind: evidence from the Philippines. World Dev 65:62–78. https://doi.org/10.1016/j.worlddev.2013.10.021
Lam T, Yeoh BSA (2018) Migrant mothers, left-behind fathers: the negotiation of gender subjectivities in Indonesia and the Philippines. Gend Place Cult 25(1):104–117. https://doi.org/10.1080/0966369X.2016.1249349
Behere AP, Basnet P, Campbell P (2017) Effects of family structure on mental health of children: a preliminary study. Indian J Psychol Med 39(4):457–463. https://doi.org/10.4103/0253-7176.211767
Kieran OM (2003) Developmental psychopathology and family process: theory, research and clinical implications. J Am Acad Child Adolesc Psychiatry 41(4):886–886. https://doi.org/10.1097/00004583-200207000-00024
Xiaojing L, Guo W, Kang Y, Gesang Z, Na LI, Wang Y, Tan Z, Liu C, Luo Y, Feng J, Qiujie XU (2014) The influence of lack of parental accompaniment, physical abuse and neglect in childhood on the psychological distress in college entrant students. Chin J Nerv Ment Dis 40(10):590–595
Kessler RC, Angermeyer M, Anthony JC, De Graaf RO, Demyttenaere K, Gasquet I, De Girolamo G, Gluzman S, Gureje OY, Haro JM, Kawakami N (2007) Lifetime prevalence and age-of-onset distributions of mental disorders in the World Health Organization’s World Mental Health Survey Initiative. World Psychiatry 6(3):168–176
Acknowledgements
The authors would like to acknowledge the efforts of the research team and the kindness of the participants for their participation.
Funding
This work was partly funded by National Nature Science Foundation of China Key Project (T.L., 81630030 and T.L., 81920108018); Special Foundation for Brain Research from Science and Technology Program of Guangdong (2018B030334001); National Key R&D Program, Ministry of Science and Technology, China 2016YFC0904300; 1.3.5 Project for disciplines of excellence, West China Hospital of Sichuan University (T.L., ZY2016103, ZY2016203 and ZYGD20004).
Author information
Authors and Affiliations
Contributions
XJL and TL: designed this study; XJL, WJT, QYL, YMZ, YH, QW, WD, LSZ, XHM, YJM, MLL, HYW, TC and WJG: recruited the participants, administered the assessment and carried out data analysis; XJL: wrote the manuscript, JWC and TL: guided the writing. All authors listed have read, corrected, and approved it for publication.
Corresponding author
Ethics declarations
Conflict of interest
The authors have no conflicts of interest to disclose.
Ethical standards
The study was conducted following the principles of the Declaration of Helsinki.
Informed consent
All the participants were informed, and signed the informed consent online.
Rights and permissions
About this article
Cite this article
Li, X., Coid, J.W., Tang, W. et al. Sustained effects of left-behind experience during childhood on mental health in Chinese university undergraduates. Eur Child Adolesc Psychiatry 30, 1949–1957 (2021). https://doi.org/10.1007/s00787-020-01666-6
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00787-020-01666-6