Depression among Chinese Left-Behind Children: A systematic review and meta-analysis

Mental health problems and influencing factors of parent-child separated children: An umbrella review of meta-analysis

BACKGROUND

An increasing number of parents are forced to part with their children due to the pressures of life or unpredictable circumstances. This forced separation often has a devastating effect on children's minds, leading to a range of mental health problems.

METHODS

We searched five databases (EBSCO, PubMed, Scopus, Web of Science, and China National Knowledge Infrastructure) from inception to November 17, 2023, and performed a systematic analysis using Comprehensive Meta-Analysis (CMA) 3.0.

RESULTS

We identified 28 eligible meta-analyses with 746,175 participants across 170 outcomes. Parent-child separated (PcS) children were at higher risk for emotional problems (d = 0.22 [95 % CI 0.17-0.28]), cognitive problems (d = 0.20 [95 % CI 0.10-0.29]), behavioral problems (d = 0.21 [95 % CI 0.15-0.27]) and psychosis (d = 0.22 [95 % CI 0.15-0.29]) than non-PcS children. Regarding influencing factors, both personal and social factors were moderately positively correlated with emotional and behavioral problems. Family factors had a moderate positive correlation between emotional problems (z = 0.20, [95CI% 0.12-0.28]), and a low positive correlation with behavioral problems (z = 0.13, [95CI% 0.04-0. 22]). After addressing the issue of overlapping data, there were no significant differences in emotional problems in children with PcS compared to non-PcS children.

LIMITATIONS

The majority of studies included in our umbrella review were from China, which may limit the generalizability of our findings.

CONCLUSION

PcS children suffer more mental health problems than non-PcS children. The community needs to act and intervene proactively to promote the improvement of the mental health of these children.

Urbanisation and mental health in left-behind children: systematic review and meta-analysis using resilience framework

BACKGROUND

Prolonged parental separation at young ages has significant adverse effects on development in left-behind-children (LBC). We aimed to compare mental health status, emotional and behavioural problems, and their association with socioemotional development between LBC and their counterparts.

METHODS

Cross-sectional studies comparing LBC and non-LBC published from 2000 onwards were searched. Primary outcomes included depression, anxiety emotional and behavioural problems. Secondary outcomes included loneliness, self-harm, suicide, and risk-related behaviours. Quality of all included articles was assessed by Joanna Briggs Institute (JBI) critical appraisal. Data was analyzed by random model-based effect method.

RESULTS

78 observational studies comprising of 394,308 children aged 2-18 were included. Compared to NLBC, LBC had significantly more depression, anxiety, emotional and behavioural problems, conduct problems, self-harm, loneliness, peer bullying, attempts of smoking and alcohol consumption. Subgroup analyses found that younger LBC between the ages of 6 to 12 were at greater risks of poor mental health, emotional and behavioural problems.

CONCLUSION

Absent parental care prevents healthy socio-emotional development and hinder the formation of secure attachment. Poor social-emotional development leads to worse emotional resilience against psychological stressors, while LBC residing in rural areas also experience additional risk factors of low household income and poor access to mental health services.

IMPACT STATEMENT

Prolonged parental separation negatively influences mental health, especially in younger children between the ages 6 to 12. Poor social-emotional development in left-behind children is associated with worse emotional resilience against psychological stressors. Additional risk factors including residing in rural areas, low household income, and poor access to mental health services predisposes left-behind children to high risks of mental illness. Timely support services targeted towards strengthening resilience factor such as learning better emotional and behavioural coping strategies and improving school and peer support to address increased risk of mental health problems are required for current left-behind children.

The relationship between cumulative family risk and depression in left-behind children: a moderated mediation model

BACKGROUND

This study proposed a moderated mediation model to examine the mediating role of core self-evaluation in the relationship between cumulative family risk and depression among left-behind children, and whether this process was moderated by school climate.

METHODS

A total of 415 rural left-behind children from 35 townships in Anhui Province (54.46% males; mean age = 12.53, SD = 2.27) were randomly conducted in June 2023 using convenience sampling. Data were processed and analyzed using SPSS 25.0 and PROCESS 3.3.

RESULTS

After controlling for gender, age, grade, and left-behind type, cumulative family risk positively predicted depression in left-behind children (β = 0.18, p < 0.001). Core self-evaluation fully mediated the relationship between cumulative family risk and depression in left-behind children (indirect effect = 0.10, 95%CI = [0.06, 0.15]). Moreover, school climate moderated the relationship between cumulative family risk and core self-evaluation (the first half of the mediation pathway) (β =-0.13, p < 0.01). Specifically, as the school climate level increased, cumulative family risk became more predictive of core self-evaluation (Blow = - 0.001, p > 0.05; Bhigh = - 0.26, p < 0.001).

CONCLUSION

Creating a favourable family and school climate and improving core self-evaluation are beneficial to reduce depression in left behind children.

Factor structure and measurement invariance of the Depression anxiety stress scale (DASS-21) in Chinese left-behind and non-left-behind children: an exploratory structural equation modeling approach

BACKGROUND

Comprehensive data has shown that adolescents often suffer from depression, anxiety, and low self-esteem, and are in a particularly fragile stage of psychological, physiological, and social development. Left-behind children in particular tend to have significantly higher, state anxiety and depression compared to non-left-behind children. The Depression, Anxiety, and Stress Scale (DASS-21) is an effective tool for evaluating depression, anxiety, and stress, and is used to measure levels of depression, anxiety, and stress in groups from a variety of backgrounds. The purpose of this study was to determine the effectiveness, reliability, and measurement invariance of the DASS-21 in Chinese left-behind children.

METHOD

The test and re-test method was used (N = 676), and the exploratory structural equation model (Mplus v.8.3) used to verify basic measurement models. For measurement invariance, the configural, weak, strong, and strict models were tested. The reliability of the DASS-21 was also tested using the collected data.

RESULTS

Analysis results showed that the DASS-21 had a stable three-factor structure in the sample of left-behind children in China. The measurement invariance test showed that gender and time not only had strong invariance, but also strict invariance. The results of cross left and non-left invariance indicated a lack of strict invariance. Finally, the McDonald's omega coefficient of the DASS-21 total scale was 0.864, and the internal consistency of each subscale was also good.

CONCLUSIONS

The DASS-21 is shown to be an effective and reliable tool for measuring depression, anxiety and stress in Chinese left-behind children.

Parental Migration Trajectories From Childhood Through Adolescence: Longitudinal Impact on Emotional and Behavioral Problems Among Chinese Adolescents

It is estimated that there are about 23% of all children in China experiencing parental migration and being left behind at hometown. Existing research indicated a significant association between parental migration and children development but overlooked the dynamic changes in family structure caused by parental migration. In this study, data was derived from a nationally representative longitudinal survey-the China Family Panel Studies. The main analyses employed four waves of data (2012, 2014, 2016, and 2018) and included 1401 adolescents aged 10-15 years (Mean:12.35, SD:1.67; 54.2% female). Six typical trajectories of parental migration capturing both migration status at each timepoint and changes in the status across six years were created. Children's depression and internalizing problems and externalizing problems were concerned outcomes. The mediating roles of the caregiver-child interaction and caregiver's depression were examined. Adolescents in the trajectory group described as experiencing transitions between being left behind by both parents and non had a higher risk of depression and internalizing and externalizing problems. Caregivers' depression was a significant mediator between parental migration and adolescent depression.

Urbanization, self-harm, and suicidal ideation in left-behind children and adolescents in China: a systematic review and meta-analysis

PURPOSE OF REVIEW

Economic development and urbanisation have prompted many Chinese parents to move from rural to urban regions for better job opportunities. Their children, who remain behind in rural regions, become left-behind children (LBC). With absent parents, children and adolescents are unable to maintain the secure attachment required for healthy social and emotional development, increasing the risk of mental illness. This study aimed to compare risk of self-harm and suicidal ideation in LBC and non-LBC in China.

RECENT FINDINGS

Greater risks for poor mental health outcomes including worse depression, loneliness and anxiety have been identified in LBC in cross-sectional studies. Previous studies have also identified higher prevalence of bullying victimization, poorer school performance and worse school attendance amongst LBC.

SUMMARY

Findings indicate that prolonged separation from parents put LBC at greater risks of poor mental health. Policy changes to allow children to migrate with their parents and policies to reduce inequalities in job opportunities between urban and rural regions are needed.

The relationship between screen time and gross motor movement: A cross-sectional study of pre-school aged left-behind children in China

OBJECTIVE

To investigate the level of screen time and gross motor movement level and the correlation between them in left-behind children aged 3 to 6 years old in China.

METHODS

A randomized whole-group sampling method was used to study 817 left-behind children aged 3-6 years in 15 kindergartens in Xiangcheng city, Henan province. The third version of the Test of Gross Motor Development (TGMD-3) was used to test the children's gross motor movement level, and the screen time questionnaire was used to test the children's screen time level. The relationship between the two and the indicators was explored using Pearson's two-sided correlation and multilevel regression.

RESULTS

The average daily screen time of left-behind children aged 3-6 years old increased with age, and the reporting rate of >2 h/d ranged from 22.43% to 33.73%; gross motor movement of left-behind children aged 3-6 years old increased with age, with significant differences between age (p<0.05). There was a low to moderate negative correlation (r = -0.133 to -0.354, p<0.05) between screen time and gross motor movement in children aged 3-6 years, and multiple regression analysis showed that screen time was predictive of gross motor movement in children (p<0.05), with an explanation rate of 21.4%.

CONCLUSION

There is a correlation between screen time and gross motor movement development in children aged 3-6 years old left behind, and the gross motor movement ability of children aged 3-6 years old can be developed by reducing screen time and increasing physical activity.

Attentional bias for rejection and sad words in Chinese left-behind children with depression

BACKGROUND

This study aimed to examine attentional bias (AB) for sad and social rejection words in Chinese left-behind children (LBC) with depression.

METHOD

We investigated both stimulus specificity and components of AB in different groups using a cross-sectional design. Data were drawn from a school assessment of depression and anxiety, from which we selected LBC with depression (n = 40), LBC without depression (n = 33), a control group with depression (n = 31), and a control group without depression (n = 37). AB was measured with a dot-probe task covering two stimulus types (sad and rejection).

RESULTS

The analysis of AB scores revealed a significant three-way interaction (LBC × depression × word type), F(1, 137) = 4.00, p = 0.047, η2 = 0.028, with depressed non-LBC exhibiting a significant depression × word type interaction, F(1, 66) = 4.67, p = 0.034, η2 = 0.066, while the depression × word type interaction was not significant in LBC, F(1, 71) = 0.18, p = 0.675, η2 = 0.002. Depressed children living with their parents showed AB towards sad words but not rejection words, while depressed LBC showed greater AB towards both rejection and sad words.

CONCLUSIONS

The findings provide evidence that an AB towards sad information is critically involved in the depressed LBC. Compared with non-LBC depressed individuals, an AB for rejection may be involved as a risk factor in the LBC. It sheds light on the effective intervention programmes for LBC's depression and have important practical significance for reducing depression and improving the mental health of LBC.

Internet addiction and depressive and anxious symptoms among Chinese rural left-behind adolescents: Mediating roles of resilience and friendship quality

BACKGROUND

Rural left-behind adolescents are more vulnerable to Internet addiction and depressive and anxious symptoms due to the lack of family support and parental supervision. This study was the first to investigate the longitudinal relationships between Internet addiction and depressive and anxious symptoms and to examine the mediating roles of resilience and friendship quality in rural left-behind adolescents.

METHODS

Included in this study, which was from a longitudinal study conducted five times over 2 years, were 1001 rural left-behind adolescents. The internationally used scales for depressive and anxious symptoms, Internet addiction, resilience and friendship quality were administered. A structural equation model was used for analysis.

RESULTS

The prevalence of Internet addiction, depressive and anxious symptoms among rural left-behind adolescents were 17.7%, 35.8% and 27.6%, respectively. Internet addiction predicted the later depressive and anxious symptoms (β = 0.200, 95% confidence interval [CI]: 0.116-0.274 and β = 0.263, 95% CI: 0.188-0.330). Resilience acted as an independent mediator in the relationships between Internet addiction and depressive and anxious symptoms (β = 0.037 and 0.034, P < 0.01). Resilience and friendship quality played a chain-mediating role on the longitudinal relationships between Internet addiction and depressive and anxious symptoms (β = 0.011 and 0.010, P < 0.001). The mediating effects accounted for 24.0% and 16.7% of the total effects, respectively.

CONCLUSION

Resilience and friendship quality play an independent or chain-mediating role in longitudinal relationships between Internet addiction and depressive and anxious symptoms. The findings inform targeted intervention strategies to improve the mental health of left-behind adolescents.

Unhealthy Eating Habits and Insomnia Symptoms are Associated with Internet Addiction in Chinese Left-Behind Children: The Gender Difference

Purpose

This study aimed to evaluate the associations between unhealthy eating habits and insomnia symptoms with Internet addiction (IA) among Chinese left-behind children (LBC) based on potential gender difference.

Methods

This cross-sectional study was conducted in junior high schools from an economically disadvantaged area of China in May 2020. Participants were asked to complete the information and scales of socio-demographic characteristics, eating habits (the frequency of eating carbohydrates, fruits, vegetables, protein, and breakfast), insomnia severity and IA. A total of 3156 LBCs (43.9% males and 56.1% females, aged 14.2 years in average) were used for final analyses. Associations between eating habits and insomnia symptoms with IA were analyzed by generalized linear model with binary logistic regression.

Results

The study found that left-behind children (LBCs) had unhealthy eating habits, particularly among females. Females reported more insomnia symptoms than males. The prevalence of IA was similar across genders. Consuming fewer fruits and vegetables and skipping breakfast were linked to increased IA risk, especially in females. Insomnia was significantly associated with higher IA risk in both genders.

Conclusion

In LBCs, unhealthy eating and sleep were notably linked to IA, especially in females. Addressing these factors might reduce the prevalence of IA among LBCs.

Longitudinal relationship between child maltreatment, bullying victimization, depression, and nonsuicidal self-injury among left-behind children in China: 2-year follow-up

BACKGROUND

Left-behind childre (LBC) in China are deeply concerned by society because of their high risk of emotional and behavioral problems. Depression and nonsuicidal self-injury are the most harmful and worrying negative emotional and behavioral problems in LBC. Unfortunately, LBCs are in unfavorable environments for a long time and are prone to negative interpersonal interactions. Child maltreatment and bullying victimization, as the two most typical negative interpersonal interactions in family and school environments, maybe the key risk factors for depression and nonsuicidal self-injury among LBCs. However, we are less known of the longitudinal effects of child maltreatment and bullying victimization on LBC's depression and nonsuicidal self-injury and their underlying mechanisms.

AIMS

This study used a two-year longitudinal design with three-time points to investigate the longitudinal effects of child maltreatment and bullying victimization on depression, nonsuicidal self-injury, and the mediating role of negative thoughts and self-compassion.

MATERIALS & METHODS

A sample of 592 LBC (390 were males, Mage at time 1 = 9.56, SDage = 0.65; 202 were females, Mage at time 1 = 9.43, SDage = 0.63) completed a set of questionnaires at three-time points. This study used SPSS software (version 25.0) and MPLUS software (version 8.3) for all analyses.

RESULTS

(1) Child maltreatment not only affects depression and nonsuicidal self-injury but also affects depression and nonsuicidal self-injury through negative thoughts. Child maltreatment affects depression through self-compassion and does not affect nonsuicidal self-injury. (2) Bullying victimization affects depression and nonsuicidal self-injury through negative thoughts and bullying victimization further affects depression through self-compassion but does not affect nonsuicidal self-injury.

CONCLUSION

This study revealed the effects of negative interpersonal interactions (child maltreatment, bullying victimization) on LBC's adverse emotions and behaviors, and their underlying mechanisms, which helps to provide parents, schools, and psychoeducational workers with a new perspective on intervention.

The practice of social protection policies in China: a systematic review on how left-behind children's mental health can be optimised

AIMS

By discussing the mental health challenges faced by left-behind children, this article recommends or comments on existing social protection policies that can affect left-behind children's mental health at the micro-, meso- and macro-levels to holistically understand how a range of parties can jointly socially include left-behind children, a process which is conducive to the latter's mental health development.

METHODS

J.H. carried out a systematic review by searching through the English bibliographical databases Google Scholar, Web of Science and Scopus, in addition to Chinese bibliographic databases CNKI, Wanfang Data and VIP Chinese Science and Technology Periodicals. Here J.H. searched for the words ('social protection' OR 'socially protected') AND ('mental health' OR 'psychological wellbeing' OR 'mental problems' OR 'psychological problems') AND ('left-behind children' OR 'LBC' OR 'leftover children') AND ('China' OR 'Chinese'). Publication dates of the search results were limited to between 2010 and 2022.

RESULTS

One of the primary problems encountered by left-behind children is their inadequate home supervision. A further study indicates that parental migration serves as a crucial risk factor for child depression. State-level provision of insurance programmes helps curtail these children's encounters of mental health challenges. Moreover, an improvement in family and school protection is essential when optimising the protection system for left-behind rural Chinese children from poor villages. It is necessary for upper-level government units to re-structure their lower-level counterparts to improve the local administration. This allows lower-level government units to exploit preferential policies, refine relevant regulations and policies on child protection, and facilitate the establishment of social organisations where local policies can be successfully implemented to socially include and protect left-behind children in villages.

CONCLUSIONS

At the meso-level, community environment construction should be emphasised. At macro- and meso-levels, government authorities and social organisations should encourage the marketisation of hiring professional surrogate parents. At the micro-level, migrant parents should proactively take an initiative to contact their left-behind children via telecommunications.

Peer effects of depression between left-behind and non-left-behind children: quasi-experimental evidence from rural China

PURPOSE

The aim of the study is to investigate the interactive influence of depression on left-behind (LB) and non-left-behind (NLB) children from the perspective of peer effects. The roles of teachers, parents, and friends are also explored.

METHODS

Data on 1817 children, 1817 parents, and 55 teachers were obtained from a field survey in December 2021. All students in the sample were randomly assigned to classrooms. A peer effect model and OLS methods were used to estimate the peer influence of depression. Robustness tests were conducted by randomly removing schools from the sample.

RESULTS

Depression was contagious among different groups of rural children, and the peer effect of the NLB children's depression played a dominant role. Both LB and NLB children were more affected by their NLB classmates' depression. LB children were not significantly affected by depression in other LB children. This conclusion remains robust after robustness testing. In addition, heterogeneity analysis showed that outgoing and cheerful teachers, effective parent-child communication and high-quality friendship all alleviated peer influence on depression.

CONCLUSIONS

LB children have more severe depression than NLB children, but LB children are more affected by depression in their NLB peers. Policymakers should train teachers to engage in positive communication with students to improve mental health in children. In addition, this article recommends that children move and live with their parents when family conditions permit.

Reciprocal relationship between interpersonal communication and depressive symptoms and the mediating role of resilience across two years: Three-wave cross-lagged panel model

BACKGROUND

Depression among children has been a growing public health concern. It is generally recognized that individuals with depression are likely to have interpersonal malfunctioning. However, there remains a limited scientific understanding of the reciprocal relationship between interpersonal communication and depressive symptoms among rural Chinese children in a longitudinal approach.

METHODS

Therefore, guided by the interpersonal model of depression and the developmental cascade model, the present study conducted a cross-lagged panel analysis study to explore the bidirectional relationship between interpersonal communication and depressive symptoms across three waves among 2188 elementary school students in rural areas of one county of Gansu Province, China. We also examined the mediating effect of resilience and sex differences of the models.

RESULTS

Our results showed that depressive symptoms negatively predicted interpersonal communication from T1 to T2 and T2 to T3. Interpersonal communication negatively predicted depressive symptoms from T1 to T2, but not T2 to T3. Furthermore, resilience showed significant partial mediating effects in the reciprocal relationship between interpersonal communication and depressive symptoms. In terms of sex differences, the significant relationship between depressive symptoms at T1 and interpersonal communication at T2 was found to be significant among male students and marginally significant among female students. The full mediating effect of resilience at T1 was found only among male students, whereas resilience at T2 functioned as a full mediator between depressive symptoms at T2 and interpersonal communication at T3 only among female students.

LIMITATIONS

First, the present sample consisted of only third and fourth grade (i.e., in T1) students from one county in rural China. Second, the present study examined depressive symptoms instead of depression as a clinical diagnosis. Third, the third wave of the data was collected during COVID-19. The impact of the COVID-19 pandemic could unexpectedly pose on child mental health.

CONCLUSIONS

The finding underlined the importance of providing comprehensive depression prevention and intervention from fostering children's inner resilience and promoting their ability to navigate interpersonal resources.

The relationship between home environment and early childhood development of left-behind children under 3 years in rural China

BACKGROUND

Home environment provides stimulation and learning opportunities required for children's early development. However, few studies have focused on the effects of home environment on left-behind children's development in rural China. The study aimed to investigate the relationship between home environment and early childhood development of left-behind children under 3 years old in rural China.

METHODS

Information about sociodemographic characteristics, caregivers' mental health, home environment and children's development was collected. Infant/Toddler Home Observation for Measurement of the Environment Inventory (IT-HOME) was used to assess home environment. Child's development was evaluated with the Chinese version of the Ages & Stages Questionnaire - third edition.

RESULTS

Elevated caregivers' depressive symptoms were associated with a higher risk of total suspected development delay. An increase of one score in the IT-HOME resulted in a 7% decrease in total suspected development delay. Higher scores in the dimensions of involvement and variety were associated with a lower risk of suspected development delay adjusting for covariates.

CONCLUSIONS

Our results have implications for home-based intervention aiming at promoting nurturing care as well as caregivers' mental health, which is required for early development of young left-behind children in rural areas of China.

Attitudes toward depression among rural primary healthcare providers in hunan areas, China: a cross sectional study

BACKGROUND

Mental health services are not sufficient for depression patients in rural areas of China, training in mental health knowledge for primary healthcare providers has been encouraged, but the effect of this encouragement has rarely been reported.

METHODS

A cross-sectional survey was conducted in primary healthcare facilities that sought to include all the primary healthcare providers (registered physicians and nurses) in two cities in Hunan province, China by administering questionnaires that covered depression symptoms, typical depression cases, and the Revised Depression Attitude Questionnaire.

RESULTS

In total, 315 primary healthcare providers agreed to participate in the study and finished the questionnaires, of which 12.1% had training in depression. In addition, 62.9% of the rural primary healthcare providers were able to recognize most general depression symptoms, and 8.3% were able to recognize all general depression symptoms. The primary healthcare providers in the survey held a neutral to slightly negative attitude towards depression as indicated by their professional confidence (mean scores 16.51 ± 4.30), therapeutic optimism/pessimism (mean scores 29.02 ± 5.98), and general perspective (mean scores 18.12 ± 3.12) scores. Fewer rural primary healthcare providers knew (28.3%) or applied (2.9%) psychological intervention in the clinic.

CONCLUSIONS

Our study indicated that primary healthcare providers knew about general depression symptoms, but lacked psychological intervention skills and held low confidence in and pessimistic attitudes toward depression care. We therefore speculate that existing psychological training for primary healthcare providers is insufficient in quantity and quality, making the need to explore more effective types of training urgently.

The gender gap in adolescents' emotional and behavioural problems in Georgia: a cross-sectional study using Achenbach's Youth Self Report

BACKGROUND

Adolescents, particularly girls, are vulnerable to mental health disorders. Knowledge about young people's mental health in Eastern European countries is limited. This study is the first to investigate adolescents' self-reported emotional and behavioural problems in Georgia from a public mental health perspective.

METHODS

This study utilized Achenbach's Youth Self-Reported syndrome scales among 933 adolescents studying from grades 7-12 in 18 public schools in Georgia. We compared the gender-specific results with each other and with the Achenbach's Normative Sample using two-sample t-tests. Linear regression was used to assess associations between internalizing and externalizing problems and individual as well as demographic characteristics such as parental migration experience (being 'left-behind' or 'staying behind').

RESULTS

The study found that girls obtained higher scores than boys in Youth Self-Reported empirical syndrome scales and the internalizing broadband scale. Rule-breaking behaviour was the only syndrome scale where boys scored higher. Compared to Achenbach's Normative Sample, adolescents in Georgia scored higher on all scales. Regression analyses showed that illnesses, having fewer than three close friends, problems at school, and worse relationships with peers/siblings/parents (compared to peers) were associated with higher internalizing and externalizing problems scores in both genders. Performing household chores, living with only one parent, or having a migrant parent showed no associations in either gender.

CONCLUSION

Emotional and behavioural difficulties of adolescents in Georgia, especially girls, require attention. Having close friends, developing strong relationships with family members, and a supportive school environment could help mitigate emotional and behavioural problems among adolescents in Georgia.

Are the relationships between mental health issues and being left-behind gendered in China: A systematic review and meta-analysis

BACKGROUND

While most existing studies reveal left-behind children (LBC) are prone to suffering from mental health issues, some other literature fails to develop a statistical significance between being left-behind and facing mental health dilemmas. In further detail, it is noteworthy that suicide ideation is a gendered issue. Here girls, relative to their male counterparts, are more likely to experience emotional and affective challenges, alongside a higher risk of suicide ideation. Aside from suicide ideation, the rate of suicide attempts is also higher among Chinese female than among male LBC. However, Chang et al. counter-argue that, within the LBC cohorts, it is not statistically significant to state that girls were more likely for suicide attempts than boys.

METHODS

In this paper, a systematic review of relevant literature and a meta-analysis of all qualified randomised controlled trial (RCT) studies were conducted. The authors aim to examine all relevant studies with similar methodologies to observe the nuanced relationships between being left-behind and mental health issues in Chinese contexts. Specifically, the authors will, grounded on the findings from the systematic review and meta-analysis, assess whether the relationship between mental health issues and being left-behind is gendered in Chinese contexts by analysing all relevant findings derived from similar methodologies and the same method (i.e., RCT).

RESULTS

Aside from Wanjie et al.'s studies, it is noticeable that the rest of the studies share similar point estimates and their CIs overlapped to a large extent. As per the I2, given the presence of Wanjie et al.'s studies that demonstrate an observably higher degree of heterogeneity than the rest of the studies, the I2 values, each for the measurement of anxiety and depression, are 74.8 percent and 34.7 percent respectively. This shows that there is a considerable heterogeneity level for anxiety, while the heterogeneity level for depression is moderate. However, both p-values for the I2 statistics are larger than 0.05. Therefore, at the 0.05 significance level, it is statistically insignificant to reject the null hypothesis that there is no heterogeneity between individual studies in both the subgroups of anxiety and depression. Therefore, the concern of the potentially substantial heterogeneity should be irrelevant in this meta-analysis. Beyond the discussion from the forest plot, when looking at the single study addressing the relationship between being left-behind and having suicide attempts (note: LBC-OR is 1.22; 95 percent CI is 1.22 -and NLBC-OR is 1.42; 95 percent CI is 1.09-1.86 -at the p-value of 0.34), the findings demonstrate that such a relationship per se is not gendered at the 0.05 statistical significance level. However, when examining the relationship between being resilient and left-behind, such an association is gendered where the OR of female left-behind university students being resilient, relative to male left-behind university students, is slightly higher than that of female non-left-behind university students being resilient, relative to their male non-left-behind university student counterparts. It is noteworthy that this study focuses on studying left-behind and non-left-behind samples who entered universities. Since a raft of LBC are socially, educationally disadvantaged, they lack the opportunities to receive higher education. Therefore, the findings of this study might not be indicative of the LBC population at large.

CONCLUSIONS

While the findings of this meta-analysis project fail to reflect any gendered issues statistically, the authors are aware of the fact that the data included in this project were collected based on perception. Here samples, or their parents and teachers, were responsible for answering the questions with respect to samples' mental health status and demographic details. In China, especially in less developed rural regions, the discourse on mental health challenges might continue to be seen as taboo, so individuals giving responses might, consciously or not, tend to give socially desirable answers to avoid any potential social stigmatisation. Therefore, there is some extent of reservation regarding the validity of the included studies' data.

Physical exercise and psychological health of rural left-behind children: An experiment from China

Background

How to promote the health (especially mental health) growth of left-behind children has become a hot social issue. Physical exercise is usually considered as a positive role in improving the physical and mental health of children, which can be considered to be integrated into the living environment of left-behind children.

Objective

To discuss the changes of left-behind children in psychological health before and after the exercise-based intervention, thus providing a practical approach to improve the psychological growth of this disadvantaged group.

Methods

An exercise-based social intervention experiment was designed and conducted in a township middle school in China, and 200 left-behind children with relatively low psychological health participated in the experiment.

Results

Physical exercise had positive effects on rural left-behind children's sense of hope, self-esteem, self-efficiency, and self-concept, and it seems that the positive effects are durative due to the optimization of living environment. There was no significant difference in the psychological promotion effect of different programs (football and table tennis) on left-behind children. Hope, self-esteem, and self-efficiency significantly mediated the relationship between physical exercise and self-concept of left-behind children.

Conclusion

Physical exercise contributes to promoting the development of rural left-behind children's positive psychology such as hope, self-esteem, self-efficiency, and thus relieving the negative psychology caused by long-term parental-child separation and improving self-concept.

Longitudinal Relationship Between Bullying Victimization and Depression Among Left-Behind Children: Roles of Negative Thoughts and Self-Compassion

Background

Left-behind children (LBC) in China have aroused widespread concern in society and the academic field because they have a high risk of psychological problems. For left-behind children, depression is the most serious problem. Bullying victimization has been evidenced as one of the most common causes of children’s depression. However, less is known about its longitudinal association and the process for how bullying victimization influences depression among left-behind children. Thus, the presentation aims to explore the mechanisms underlying by considering the roles of left-behind children’s negative thoughts and self-compassion.

Methods

The 3-wave longitudinal data were collected from a sample of 605 aged 8–11 from central China. We used the Olweus bully and victimization questionnaire, the children’s automatic thoughts scale, the depression scale, and the self-compassion scale.

Results

Bullying victimization positively predicted the depression level of left-behind children. Negative thoughts and self-compassion mediate the relationship between bullying victimization and depression. In the mechanism of bullying victimization on depression exists gender differences among left-behind children.

Conclusion

The present study suggested the association between bullying victimization and left-behind children’s depression and revealed the internal mechanism of negative thoughts and self-compassion. These findings provide a new perspective for left-behind children’s mental health education and intervention.

The impact of childhood parental loss on risk for depression and anxiety in adulthood: A community-based study in Southwest China

PURPOSE

Lack of parental raising is an important reason for parental loss in China due to urbanization. We aimed to explore the association between parental loss (including parental death, divorce, alcoholism, crime, drug addiction, bedridden, and lack of parental raising) before 17 years old and mental health disorders in adulthood in Southwest China.

METHODS

Childhood parental loss, age, gender, socioeconomic status, smoking, drinking, and medical history were self-reported. Patient Health Questionnaire 9 (PHQ-9) and Generalized Anxiety Disorder 7 (GAD-7) were used for identifying depression and anxiety, respectively. We use logistic regression with inverse probability weighting according to the propensity score to assess the risk of childhood parental loss on mental health disorders in adulthood.

RESULTS

A total of 8014 adults were enrolled in this study. Childhood parental loss increased the risk of adulthood depression (OR, 1.60, 95%CI, 1.30-1.98) but not anxiety (p= 0.07) after adjustment of all covariates. Sensitivity analyses including logistic regression with original data, nearest neighbor matching, full matching, and propensity score as the only covariate all yielded similar results.

LIMITATIONS

Recall bias could not be fully eliminated due to the retrospective nature of study design. Our study had been conducted in a less-prosperous area in Southwest China and the results may not be representative at nation level.

CONCLUSIONS

Childhood parental loss was associated with depression in adulthood in Southwest China, highlighting the need for early intervention in children with parental loss, to prevent long-term negative effects on their mental health.

Care Their Diet and Mind: Association between Eating Habits and Mental Health in Chinese Left-behind Children

Studies have shown that the prevalence of mental health problems is high among left-behind children (LBC). Modifiable eating habits may play an important role in promoting mental health among these adolescents. This study aimed to investigate the situation of dietary habits and their association with mental health problems in a sample of Chinese LBC. We conducted this cross-sectional study in an economically disadvantaged area of China in May 2020. Information on socio-demographic factors, eating habits (the frequency of eating carbohydrates, fruits, vegetables, protein, and breakfast), and mental health problems (insomnia, depression, and anxiety) were collected among local adolescents. Among 8939 adolescents were recruited, a total of 3314 LBC (1455 males and 1859 females, aged 12–17 years) were identified and included in the current study. Associations between dietary habits and mental health were analyzed by generalized linear models. Results indicated that the dietary pattern was unhealthy among LBC and even worse in females. Compared to routinely eating breakfast and fruits, lower frequencies of eating breakfast and fruits were identified as two significant factors with higher risks of mental health problems. Moreover, the association was more pronounced in females. Therefore, improving diet quality, particularly the frequency of eating breakfast and fruit intake may be an effective approach in the mental health promotion for LBC, especially for females.

Internal Migration Experience and Depressive Symptoms among Middle-Aged and Older Adults: Evidence from China

Background: This study aimed to examine the association of internal migration experience with depressive symptoms among middle-aged and elderly Chinese, as well as explore possible mechanisms of the relationship. Methods: Participants were from the China Health and Retirement Longitudinal Study (CHARLS), a nationally representative sample of residents aged 45 years and older (n = 43,854). Survey data on depressive symptoms and internal migration experience were collected from biennial CHARLS surveys (CHARLS 2011/2013/2015) and a unique CHARLS life history survey in 2014, respectively. Multiple logistic regressions and the Karlson–Holm–Breen (KHB) method were employed in the statistical analyses. Results: The overall prevalence rate of depressive symptoms among middle-aged and older adults was 34.6%. Internal migration experience was associated with higher risks of depressive symptoms (OR = 1.07, 95% CI = 1.02–1.12, p < 0.01), especially among females (OR = 1.08, 95% CI = 1.01–1.14, p < 0.05), middle-aged adults (OR = 1.12, 95% CI = 1.06–1.19, p < 0.001), rural-to-urban migrants who had not obtained an urban hukou (OR = 1.13, 95% CI = 1.07–1.19, p < 0.001), and those who had low migration frequency and first migrated out at 35 years of age or older. Chronic disease (17.98%, p < 0.001), physical injury (7.04%, p < 0.001), medical expenditure (7.98%, p < 0.001), pension insurance (4.91%, p < 0.001), and parent–child interaction (4.45%, p < 0.01) were shown to mediate the association of internal migration experience with depressive symptoms. Conclusions: This study indicates that there is a significant association between internal migration experience and high risks of depression onset later in life. It is suggested to reduce institutional barriers for migrants and implement evidence-based interventions to improve migrants’ mental health.

Relationship Between Childhood Left-Behind Experience and Quality of Life Among Chinese University Freshmen: Place of Origin Matters

Background: Childhood left-behind experience (LBE) has a long-term detrimental effect on the mental health of Chinese University students, but it remains unclear whether childhood LBE negatively impacts the quality of life (QOL) of University students and whether the LBE-QOL association differs between students of rural origin and students of urban origin. This study examined the LBE-QOL relationship and the interactive effect between LBE and place of origin on QOL among Chinese University freshmen. Methods: By using a two-stage random cluster sampling approach, a total of 5,033 freshmen were recruited from two comprehensive universities. The students completed an online, self-administered questionnaire that included sociodemographic variables, a 2-week physical morbidity assessment, and assessments of depressive symptoms, academic stress, and QOL. The Chinese six-item QOL scale was used to assess QOL. Multiple linear regression was used to test the independent LBE-QOL association and the interaction between LBE and place of origin. Results: Students with childhood LBE had significantly lower QOL scores than those without LBE (60.1 ± 13.1 vs. 64.3 ± 11.7, p < 0.001). After adjusting for the potential confounding effects of other sociodemographic variables, 2-week physical morbidity, depressive symptoms, and academic stress, childhood LBE was significantly associated with a lower QOL score (β: -3.022, p < 0.001) and the LBE-place of origin interaction was still significantly associated with the QOL score (β: -2.413, p < 0.001). Overall, compared to non-LBE, LBE was associated with a QOL score decrease of 5.93 among freshmen of urban origin and of 3.01 among freshmen of rural origin. Conclusion: In Chinese University freshmen, childhood LBE is independently associated with poor QOL, and the LBE-QOL association is greater among freshmen from urban backgrounds than among freshmen from rural backgrounds.

The Influence of Discrepancies between Parents' Educational Aspirations and Children's Educational Expectations on Depressive Symptoms of Left-Behind Children in Rural China: The Mediating Role of Self-Efficacy

Although long-term separation has made discrepancies between parents’ educational aspirations and children’s own educational expectations among families with left-behind children (LBC), limited researches on the influence of these discrepancies on children’s mental health are carried out at present. Based on China Family Panel Studies (CFPS) conducted in 2018, we selected 875 LBC aged 9~15 as the sample, explored the influence of the direction and degree of these discrepancies on LBC’s depressive symptoms by hierarchical regression, and examined the mediating role of children’s academic self-efficacy and mediation effect pathway with Baron and Kenny method and Bootstrap mediation analysis methods. Results showed that LBC’s mental health was worse when parents’ educational aspirations were higher than their children’s educational expectations, compared to that without discrepancies. The degree of such discrepancies was negatively associated with LBC’s mental health. In the relationship between the direction of discrepancies and LBC’s depressive symptoms, academic self-efficacy played a mediating role partially. In addition, the study indicated that mothers played a significant role in the development of LBC’s mental health. These findings also provided critical evidence for the intervention practice of LBC’s mental health.

Network analysis of the relationship between negative life events and depressive symptoms in the left-behind children

BACKGROUND

There are 68.77 million left-behind children in China, who are at a great risk of depression associated with negative life events. Our study aims to investigate the most central symptoms of depression in left-behind children and the relationship between depressive symptoms and negative life events using network analysis.

METHOD

A cross-sectional data set (N = 7255) was used, which included children and adolescents aged 7 to 17. Network analysis was used to evaluate: 1) the most central symptoms among the items included in Child Depression Inventory (CDI) of the left-behind children; 2) bridge symptoms between depressive disorder and Adolescent Self-Rating Life Events Check List (ASLEC) of the left-behind children; 3) differences in networks of depressive disorders between left-behind and non-left-behind children, and 4) differences in the network of depression and negative life events between left-behind and non-left-behind children. The stability and centrality indices of the network were also evaluated in the study.

RESULTS

The most central symptoms in the CDI among the left-behind children included self-hatred, crying, fatigue, and sadness. The items with the highest bridge strength centrality in the CDI-ASLEC network included academic stress, discrimination, and school performance decrement. Higher bridge strength values indicate a greater risk of contagion to other communities. The connections in the CDI-ASLEC network are denser in the left-behind children than in non-left-behind children.

LIMITATIONS

The study which was conducted based on cross-sectional data shows that network analysis can only make undirected estimation, but not causal inferences.

CONCLUSIONS

We identified the core symptoms of depression and the bridge symptoms between negative life events and depression in the left-behind children. These findings suggest that more attention should be paid to self-hatred, sadness, and fatigue in the treatment of depression in left-behind children. Intervention for academic stress and discrimination of the left-behind children may help to reduce the contagion of negative life events to depression symptoms.

The Mediating Role of Loneliness Between Social Support and Depressive Symptoms Among Chinese Rural Adolescents During COVID-19 Outbreak: A Comparative Study Between Left-Behind and Non-left-behind Students

Introduction: The COVID-19 pandemic has greatly impacted people's life across the globe. In a public health crisis, rural adolescents are more prone to mental health problems. The current study aimed to investigate the prevalence of depressive symptoms among Chinese rural adolescents during the COVID-19 outbreak, and examine the association between perceived social support and depressive symptoms and its underlying mechanisms. Method: Perceived Social Support Scale, UCLA Loneliness Scale, Patient Health Questionnaire-9 were administrated to 826 rural adolescents from Anhui Province, China, amid the COVID-19 crisis. Mackinnon's four-step procedure was employed to examine the mediating effect, while Hayes PROCESS macro was utilized to test the moderated mediation model. Results: The results showed the rate of depressive symptoms among rural adolescents in China was 77.6% during the outbreak of COVID-19. Female left-behind students and non-left-behind students from disrupted families experienced more depressive symptoms (all P < 0.05). Loneliness mediated the association between perceive social support and depressive symptoms and the indirect effect was stronger in left-behind adolescents in comparison to non-left-behind adolescents during the COVID-19 pandemic. Conclusion: Depressive symptoms are extremely prevalent among Chinese rural adolescents during the COVID-19 outbreak, and perceived social support plays a protective role against depressive symptoms. Chinese rural adolescents, especially left-behind students, could benefit from the interventions aimed at enhancing the perceived social support and reducing loneliness during the COVID-19 pandemic.

Psychometric properties and measurement invariance of the emotion regulation questionnaire in Chinese left-behind children

Left-behind children (LBC) is a group of children who live without their parents and receive less parental care and education. Compared with non-left-behind children (NLBC), LBC are more likely to develop emotional or behavior problems. This study aimed to explore the psychometric properties and measurement invariance of the Chinese version of the Emotion Regulation Questionnaire (ERQ) in Chinese LBC. A sample of 2960 middle school students (44.35% male, 55.28% female; age: 12 to 20 years) including LBC (n = 1365) and NLBC (n = 1595) was used. The exploratory factor analysis (EFA); confirmatory factor analyses (CFA); tests of measurement invariance; t-tests of gender and left-behind experience differences; tests of reliability and convergent, discriminant, and criterion validity were conducted. The results showed that two factors were extracted, and the CFA replicated the original two-factor structure (S-Bχ2/df ≈ 106.778/34, P < .001, CFI = .948, TLI = .932, RMSEA = .056 [.044, .068]). The measurement invariance of the ERQ across genders, LBC and NLBC was also confirmed. Males use expressive suppression (ES) significantly more than females (t = 2.63, p < .01), and LBC use ES significantly more than NLBC (t = 2.11, p < .05). The internal consistency coefficients for ES and cognitive reappraisal (CR) were acceptable, and the test-retest reliability was .62 and .68, respectively. Good convergent, discriminant and criterion validity were also demonstrated. It can be concluded that the ERQ is a valid measure for investigating the use of two different emotion regulation strategies among Chinese left-behind children.

Validity and Longitudinal Invariance of the 10-Item Connor-Davidson Resilience Scale (CD-RISC-10) in Chinese Left-Behind and Non-Left-Behind Children

The 10-item Connor-Davidson Resilience Scale (CD-RISC-10) is a self-report instrument widely used to assess resilience in particular demographics. This study aimed to evaluate the validity and measurement invariance (MI) of the CD-RISC-10 in Chinese left-behind children. A total of 968 children from three middle schools in Guizhou Province participated in this study, with the CD-RISC-10 used twice, at the base line time point and again after six months. The Ego-resilience Scale (ERS), and General Self-efficiency Scale (GSES-10) were also used as criteria-related validity instruments. Confirmatory factor analysis (CFA) was carried out to examine the one-factor model and the MI with regards to gender and left-behind status, as well as the longitudinal measurement invariance (LMI). The study proved satisfactory reliability and validity of the CD-RISC-10, with good criterion validity with the ERS and GSES-10. CFA results showed that the satisfactory model fit for the one-factor structure was supported in all groups (e.g., CFI = .942, TLI = .925, RMSEA = .057). The strict MI was evident across genders, as well as both the left-behind and non-left-behind groups. Additionally, the LMI of the CD-RISC-10 was also adequately supported. Generally speaking, these findings demonstrate that the CD-RISC-10 can effectively measure the resilience level of left-behind children - boys as well as girls - in China.

Mediating effect of social support on the association between life events and depression: A cross-sectional study of adolescents in Chongqing China

Depression is one of the most common mental health problems in adolescents. The link between negative life events and depression has been well established. However, our understanding about the role of social support in the link, which is likely culture-dependent, is quite limited. This study aimed to determine the mediating effect of social support on the association between life events and depression in adolescents in Chongqing China.A total of 1512 adolescents aged 12 to 17 years old in Chongqing of China were selected using a stratified cluster sampling strategy. Depression symptoms, negative life events, and perceived social support of the participants were measured using the Children's Depression Inventory, Adolescent Life Event Scale, and Child and Adolescent Social Support Scale, respectively. Pearson correlation analyses were performed to detect their associations. A multivariate linear regression model was established to determine the association between life events and depression after adjustment for variations in socio-demographic variables. The mediating effect of social support on the association between negative life events and depression was tested using the structural equation model.About 16.8% of the participants were detected with depression. Depression was associated with negative life events and low levels of social support (P < .05). Both frequency and perceived importance of social support showed a mediating effect on the association between life events and depression.Social support has a mediating effect on the association between life events and depression. Strengthening social support may be considered as an effective interventional strategy on depression in adolescents.