Abstract
Purpose
This study aimed to explore the development of psychological resilience and its associations with emotional and behavioral health among preschool left-behind children (LBC).
Methods
LBC in 26 preschools of Fuyang City, Hefei City, and Maanshan City of Anhui Province were included at baseline survey; and baseline children in the junior and middle classes of preschools as targeted samples were recruited for the 1-year follow-up. Multivariable linear regression models were performed to examine associations of psychological resilience with emotional and behavioral health.
Results
In total, 1463 LBC were included at baseline and 568 of the 905 targeted LBC completed the 1-year follow-up. Change patterns of psychological resilience were identified as the stable-high pattern (19.0%), increasing pattern (18.3%), declining pattern (15.9%), and stable-low pattern (46.8%). The results showed that psychological resilience at baseline was positively associated with later dietary behavior habits and prosocial behaviors, and negatively associated with later problematic behaviors and sleep problems. In addition, children with the declining pattern had more problematic behaviors and sleep problems, and fewer prosocial behaviors at follow-up. Children with the increasing pattern and stable-high pattern had more prosocial behaviors, better dietary behavior habits, and fewer problematic behaviors and sleep problems at follow-up.
Conclusions
The majority of preschool LBC had lower psychological resilience and its level among some LBC changed during the follow-up. Higher psychological resilience was a protective factor for emotional and behavioral health. Timely assessing psychological resilience and then strengthening it are needed to promote the emotional and behavioral health of preschool LBC.
Similar content being viewed by others
References
Chris Fraley R (2002) Attachment stability from infancy to adulthood: meta-analysis and dynamic modeling of developmental mechanisms. Pers Soc Psychol Rev 6:123–151
Anderson LM, Shinn C, Fullilove MT, Scrimshaw SC, Fielding JE, Normand J, Carande-Kulis VG (2003) The effectiveness of early childhood development programs. a systematic review. Am J Prev Med 24:32–46
Boldt LJ, Goffin KC, Kochanska G (2020) The significance of early parent-child attachment for emerging regulation: a longitudinal investigation of processes and mechanisms from toddler age to preadolescence. Dev Psychol 56:431–443
Amato PR (1993) Children’s adjustment to divorce: theories, hypotheses, and empirical support. J Marriage Fam 55:23–38
Cooke JE, Kochendorfer LB, Stuart-Parrigon KL, Koehn AJ, Kerns KA (2019) Parent-child attachment and children’s experience and regulation of emotion: a meta-analytic review. Emotion 19:1103–1126
Ranson KE, Urichuk LJ (2008) The effect of parent–child attachment relationships on child biopsychosocial outcomes: a review. Early Child Dev Care 178:129–152
Yu Y, Liu S, Song M, Fan H, Zhang L (2020) Effect of Parent-Child Attachment on College Students’ social anxiety: a moderated mediation model. Psychol Rep 123:2196–2214
Bowlby J (1982) Attachment and loss: retrospect and prospect. Am J Orthopsychiatry 52:664–678
Rutter M (1998) Developmental catch-up, and deficit, following adoption after severe global early privation. English and Romanian Adoptees (ERA) Study Team. J Child Psychol Psychiatr 39:465–476
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 392:2567–2582
Yuan P, Wang L (2016) Migrant workers: China boom leaves children behind. Nature 529:25
National Health Commission of the People’s Republic of China (2018) China's Floating Population Development Report 2018. http://www.nhc.gov.cn/wjw/xwdt/201812/a32a43b225a740c4bff8f2168b0e9688.shtml. Accessed 4 January 2020
Ministry Of Civil Affairs of China (2018) Chart: Data on rural left-behind children in 2018. http://www.mca.gov.cn/article/gk/tjtb/201809/20180900010882.shtml. Accessed 6 January 2020
Wachs TD, Georgieff M, Cusick S, McEwen BS (2014) Issues in the timing of integrated early interventions: contributions from nutrition, neuroscience, and psychological research. Ann N Y Acad Sci 1308:89–106
Humphreys KL, King LS, Sacchet MD, Camacho MC, Colich NL, Ordaz SJ, Ho TC, Gotlib IH (2019) Evidence for a sensitive period in the effects of early life stress on hippocampal volume. Dev Sci 22:e12775
Ouyang Y, Zou J, Ji M, Zhang Y, Yuan T, Yang L, Lin Q (2019) Study on the Status of Health Service Utilization among 3–5 Years Old Left-behind children in poor rural areas of Hunan Province, China: a cross-sectional survey. Int J Environ Res Public Health 16:125
Tang W, Wang G, Hu T, Dai Q, Xu J, Yang Y, Xu J (2018) Mental health and psychosocial problems among Chinese left-behind children: a cross-sectional comparative study. J Affect Disord 241:133–141
Qu X, Wang X, Huang X, Ashish KC, Yang Y, Huang Y, Chen C, Gao Y, Wang Y, Zhou H (2020) Socio-emotional challenges and development of children left behind by migrant mothers. J Glob Health 10:10806
Gao Y, Zhao C, Zhang J, Wang X (2018) The infuence of parents going out to work on the early development of left-behind children aged 0–3 years old. Chin J Reprod Health 29:301–306 (in Chinese)
Luo J, Zou J, Ji M, Yuan T, Sun M, Lin Q (2019) Emotional and behavioral problems among 3–5 year-olds left-behind children in poor rural areas of Hunan Province: a cross-sectional study. Int J Environ Res Public Health 16:4188
Umami R, Turnip SS (2019) Emotional and behavioral problems among left-behind children in Indonesia. Indian J Psychol Med 41:240–245
Fan CL, Ma QF, Luo JY, Wu XF, Luo MY, Zeng R, Li XH, Li YM, Fang JQ (2018) Dietary behaviors and influencing factors among rural left-behind children aged below 7 years in China. Biomed Environ Sci 31:902–907
Han S, Chen H, Yu F, Chen W (2015) Prevalence of sleep and its influencing factors among preschool left-behind children in Gaoyou City. Chin J Sch Health 36:1403–1404 (in Chinese)
Li H, Wang H, Huang G, Zhang X, Huang Q, Xiao J, Feng N (2020) Prevalence of eating behavior problems among preschool children in rural Hunan and its determinants. Chin J Sch Health 41:692–696
Liu Z, Li X, Ge X (2009) Left too early: the effects of age at separation from parents on Chinese rural children’s symptoms of anxiety and depression. Am J Public Health 99:2049–2054
Lacey RE, Zilanawala A, Webb E, Abell J, Bell S (2018) Parental absence in early childhood and onset of smoking and alcohol consumption before adolescence. Arch Dis Child 103:691–694
Li X, Coid JW, Tang W, Lv Q, Zhang Y, Yu H, Wang Q, Deng W, Zhao L, Ma X, Meng Y, Li M, Wang H, Chen T, Guo W, Li T (2021) Sustained effects of left-behind experience during childhood on mental health in Chinese university undergraduates. Eur Child Adoles Psy 30:1949–1957
Masten AS (2011) Resilience in children threatened by extreme adversity: frameworks for research, practice, and translational synergy. Dev Psychopathol 23:493–506
Masten AS, Narayan AJ (2012) Child development in the context of disaster, war, and terrorism: pathways of risk and resilience. Annu Rev Psychol 63:227–257
Luthar SS, Cicchetti D, Becker B (2000) The construct of resilience: a critical evaluation and guidelines for future work. Child Dev 71:543–562
Denckla CA, Cicchetti D, Kubzansky LD, Seedat S, Teicher MH, Williams DR, Koenen KC (2020) Psychological resilience: an update on definitions, a critical appraisal, and research recommendations. Eur J Psychotraumatol 11:1822064
Steinhardt M, Dolbier C (2008) Evaluation of a resilience intervention to enhance coping strategies and protective factors and decrease symptomatology. J Am Coll Health 56:445–453
Rosenberg AR, Bradford MC, McCauley E, Curtis JR, Wolfe J, Baker KS, Yi-Frazier JP (2018) Promoting resilience in adolescents and young adults with cancer: results from the PRISM randomized controlled trial. Cancer-Am Cancer Soc 124:3909–3917
Yoon S, Maguire-Jack K, Knox J, Ploss A (2021) Socio-ecological predictors of resilience development over time among youth with a history of maltreatment. Child Maltreat 26:162–171
Wu Y, Ding X, Zhang J, Qu G, Sun Y (2020) Dynamics and predictors of resilience in Chinese rural children: a follow-up study. Psychol Health Med 25:855–866
Santos D, Mateos-Perez E, Cantero M, Gamez-Guadix M (2021) Cyberbullying in adolescents: resilience as a protective factor of mental health outcomes. Cyberpsychol Behav Soc Netw 24:414–420
Shi J, Chen Z, Yin F, Zhao J, Zhao X, Yao Y (2016) Resilience as moderator of the relationship between left-behind experience and mental health of Chinese adolescents. Int J Soc Psychiatry 62:386–393
Ding X, Wang J, Li N, Su W, Wang H, Song Q, Guo X, Liang M, Qin Q, Sun L, Chen M, Sun Y (2021) Individual, prenatal, perinatal, and family factors for anxiety symptoms among preschool children. Front Psychiatry 12:778291
Smilkstein G (1984) The physician and family function assessment. Fam Syst Med 2:263–278
LeBuffe PA, Naglieri AJ (2012) Devereux early childhood assessment for preschoolers second edition (DECA-P2): user’s guide and technical manual. Kaplan Early Learning Company, Lewisville
Ji YZ, Niu YB, Tang ZD, Yang HQ (2015) Validity and reliability of the Chinese version of the Devereux early childhood assessment for preschoolers second edition. Chin Ment Health J 29:551–555
Goodman R (2001) Psychometric properties of the strengths and difficulties questionnaire. J Am Acad Child Adolesc Psychiatr 40:1337–1345
Li F, Zhou Y, Jin Z, Jin X (2010) Randomized controlled trial of intervention effects on 1 to 6 years age children with dietary behavior problems from 3 urban districts of Shanghai. Chin J Evid Based Pediatrics 5:326–334
Owens JA, Spirito A, McGuinn M, Nobile C (2000) Sleep habits and sleep disturbance in elementary school-aged children. J Dev Behav Pediatr 21:27–36
Liu Z, Wang G, Tang H, Wen F, Li N (2014) Reliability and validity of the children’s sleep habits questionnaire in preschool-aged Chinese children. Sleep Biol Rhythm 12:187–193
Titterton M, Taylor J (2018) Rethinking risk and resilience in childhood and child maltreatment. Br J Soc Work 48:1541–1558
Mao M, Zang L, Zhang H (2020) The Effects of parental absence on children development: evidence from left-behind children in China. Int J Environ Res Public Health 17:6770
Xiao Y, Wang Y, Chang W, Chen Y, Yu Z, Risch HA (2019) Factors associated with psychological resilience in left-behind children in southwest China. Asian J Psychiatr 46:1–5
Zhang X, Li M, Guo L, Zhu Y (2019) Mental health and its influencing factors among left-behind children in South China: a cross-sectional study. BMC Public Health 19:1725
Meyrose AK, Klasen F, Otto C, Gniewosz G, Lampert T, Ravens-Sieberer U (2018) Benefits of maternal education for mental health trajectories across childhood and adolescence. Soc Sci Med 202:170–178
Niu Y (2014) Study on the relationship and intervention between psychological resilience and perceived social support of left-behind children. Dissertation, Nanjing Normal University (in Chinese)
Arslan G (2016) Psychological maltreatment, emotional and behavioral problems in adolescents: the mediating role of resilience and self-esteem. Child Abuse Negl 52:200–209
Huang C, Chen Y, Jin H, Stringham M, Liu C, Oliver C (2020) Mindfulness, life skills, resilience, and emotional and behavioral problems for gifted low-income adolescents in China. Front Psychol 11:594
Wang J, Zhang X, Simons SR, Sun J, Shao D, Cao F (2020) Exploring the bi-directional relationship between sleep and resilience in adolescence. Sleep Med 73:63–69
He N, Guo R (2021) A study on the relation of psychological resilience, parental control, peer pressure of Baise adolescents with their diet behaviors. J Youjiang Med Univ Natl 43:785–789 (in Chinese)
Kristman V, Manno M, Cote P (2004) Loss to follow-up in cohort studies: how much is too much? Eur J Epidemiol 19:751–760
Acknowledgements
We acknowledge the efforts of the research team, the local Center for Disease Control and Prevention and all kindergartens, and all the children and families who participated in this research.
Funding
This work was supported by the National Natural Science Foundation of China (81872704).
Author information
Authors and Affiliations
Contributions
The author XD designed this study and wrote the manuscript. Authors ML, QS, WS, NL, HL, YW, GQ, XG, HW, JZ, QQ, LS and MC recruited the participants, administered the assessment and undertook data collation and analysis. The author YS guided and revised the writing. All authors listed have read the final manuscript and approved it for publication.
Corresponding author
Ethics declarations
Conflict of interest
The authors have no conflicts of interest to disclose.
Ethical approval
This study protocol was approved by Ethics Committee of Anhui Medical University.
Consent to participate
All the participants and their caregivers were informed, and signed the informed consent.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Ding, X., Liang, M., Song, Q. et al. Development of psychological resilience and associations with emotional and behavioral health among preschool left-behind children. Soc Psychiatry Psychiatr Epidemiol 58, 467–476 (2023). https://doi.org/10.1007/s00127-022-02325-8
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00127-022-02325-8