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Pigatto F, Grant CC, Marks E, Walker C, Waldie KE. Cumulative risk for comorbidity of depression and anxiety in young people. J Affect Disord 2025; 382:611-618. [PMID: 40286925 DOI: 10.1016/j.jad.2025.04.150] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2025] [Revised: 04/22/2025] [Accepted: 04/23/2025] [Indexed: 04/29/2025]
Abstract
BACKGROUND Depression and anxiety often co-occur, resulting in a more severe prognosis than either condition alone. Identifying the impact of risk factors on this comorbidity is essential for guiding early interventions. METHOD Data from 4563 young participants in the Growing Up in New Zealand (GUiNZ) longitudinal study were analysed to identify risk factors associated with comorbid depression and anxiety. Scores for depression and anxiety symptoms were converted into binary variables using the cut-off of 10 and 60, respectively, and then combined to create the comorbidity outcome. A Cumulative Risk (CR) score was used to measure the impact of multiple risk factors from prenatal to childhood on the likelihood of this comorbidity. CR scores were further grouped into three levels of risk, and their association with comorbidity was examined using univariable and multivariable logistic regression analyses. RESULTS The prevalence of comorbidity at age 12 years was 8.9% (406/4563). Among young people, 14.2% (647/ 4563) had no risk factors, 64.7% (2953/4563) had one to three (low CR score level), and 21.1% (963/4563) had four or more risk factors (high CR score level). In the adjusted analyses, young people in the low and high CR levels had 2.6 times and 4.6 times higher odds, respectively, of experiencing comorbidity compared to those with no risk factors. DISCUSSION The risk of comorbid depression and anxiety symptoms increases with the number of risk factors experienced from prenatal to childhood. Multi-faceted interventions targeting several risk factors are recommended to improve youth mental health.
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Affiliation(s)
- Francesca Pigatto
- School of Population Health, The University of Auckland, Auckland, New Zealand.
| | - Cameron C Grant
- Department of Paediatrics: Child & Youth Health, School of Medicine, The University of Auckland, Auckland, New Zealand; General Paediatrics, Starship Children's Hospital, Auckland, New Zealand
| | - Emma Marks
- School of Biological Sciences, The University of Auckland, Auckland, New Zealand
| | - Caroline Walker
- The Liggins Institute, The University of Auckland, Auckland, New Zealand
| | - Karen E Waldie
- School of Psychology, The University of Auckland, Auckland, New Zealand
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Jin Y, Liu J, Li P, Hu Y, Hong X, Li X, Teng Y, Huang M, Wang Y. Longitudinal associations between family conflict, intergenerational transmission, and adolescents' depressive symptoms: evidence from China Family Panel studies (2016-2020). Child Adolesc Psychiatry Ment Health 2025; 19:10. [PMID: 39962501 PMCID: PMC11834216 DOI: 10.1186/s13034-025-00866-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/05/2024] [Accepted: 02/08/2025] [Indexed: 02/20/2025] Open
Abstract
BACKGROUND Adolescent depression is increasing globally, and family conflict may contribute to its transmission across generations. However, longitudinal evidence on these dynamics remains sparse. This study examines the longitudinal associations between family conflict and adolescents' and parents' depressive symptoms from three waves of data. METHODS Data from the 2016-2020 China Family Panel Studies (CFPS) were analyzed, including 1,772 adolescents (Mean age = 12.4, SD = 1.68 in 2016) and their parents. Family conflict was measured using three questions from adolescents, while depressive symptoms were assessed using the Center for Epidemiological Studies Depression Scale (CESD). Multiplelinear regression, latent growth models (LGM), and cross-lagged panel models (CLPM) were employed to examine longitudinal associations between family conflict and depressive symptoms. RESULTS The results revealed that family conflict correlated with adolescents' depressive symptoms (r = 0.580,p < 0.001). Adolescents' depressive symptoms also exacerbated family conflict (β1 = 0.030, p < 0.05; β2 = 0.032, p < 0.01) across three waves, while family conflict had a limited contribution to parents' depressive symptoms. Mothers' depressive symptoms influenced adolescents' depressive symptoms significantly (β = 0.043,p < 0.05), while adolescents' depressive symptoms were transmitted to fathers' depressive symptoms (β = 0.080,p < 0.01) between Wave 2 and Wave 3. Moreover, the mother's education level negatively predicted adolescents' depressive symptoms (β = -0.296,p < 0.05). CONCLUSIONS Family conflict plays a critical role in adolescents' depressive symptoms and its intergenerational transmission. The findings underscore the pivotal role of family dynamics in mental health, especially in the development of adolescents' depressive symptoms. Interventions aimed at reducing family conflict may help mitigate depressive symptoms across generations.
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Affiliation(s)
- Yu Jin
- Department of Statistics, Faculty of Arts and Sciences, Beijing Normal University, Beijing, China
| | - Jiayi Liu
- Department of Statistics, Faculty of Arts and Sciences, Beijing Normal University, Beijing, China
| | - Pan Li
- Department of Statistics, Faculty of Arts and Sciences, Beijing Normal University, Beijing, China
| | - Yunquan Hu
- Department of Mathematics, Beijing Normal University, Beijing, China
| | - Xintian Hong
- Key Laboratory of Brain, Cognition and Education Sciences, School of Psychology, Center for Studies of Psychological Application, and Guangdong Key Laboratory of Mental Health and Cognitive Science, Ministry of Education, China, South China Normal University, Guangzhou, China
| | - Xiaoliang Li
- The Third People's Hospital of Zhuhai, Zhuhai, China
| | - Yongyong Teng
- The Third People's Hospital of Zhuhai, Zhuhai, China
| | | | - Yuanyuan Wang
- Key Laboratory of Brain, Cognition and Education Sciences, School of Psychology, Center for Studies of Psychological Application, and Guangdong Key Laboratory of Mental Health and Cognitive Science, Ministry of Education, China, South China Normal University, Guangzhou, China.
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Were JM, Hunter S, Patte KA, Leatherdale ST, Pabayo R. Income inequality and comorbid overweight/obesity and depression among a large sample of Canadian secondary school students: The mediator effect of social cohesion. SSM Popul Health 2024; 28:101710. [PMID: 39319106 PMCID: PMC11417333 DOI: 10.1016/j.ssmph.2024.101710] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2024] [Revised: 09/07/2024] [Accepted: 09/08/2024] [Indexed: 09/26/2024] Open
Abstract
Background Comorbid overweight/obesity (OWO) and depression is emerging as a public health problem among adolescents. Income inequality is a structural determinant of health that independently increases the risk for both OWO and depression among youth. However, no study has examined the association between income inequality and comorbid OWO and depression or tested potential mechanisms involved. We aimed to identify the association between income inequality and comorbid OWO and depression and to test whether social cohesion mediates this relationship. Methods We used data from the 2018-2019 Cannabis, Obesity, Mental health, Physical activity, Alcohol, Smoking and Sedentary behavior (COMPASS) project. Our sample was composed of 46,171 adolescents from 136 schools distributed in 43 census divisions in 4 provinces in Canada (Ontario, Alberta, British Columbia, and Quebec). Gender-stratified multilevel path analyses models were used to examine whether income inequality (Gini coefficient) was associated with comorbid OWO and depression and whether the association was mediated by school connectedness, a proxy measure for social cohesion. Results The direct effect between income inequality and OWO-depression comorbidity was not significant. However, income inequality was significantly associated with increased risk of comorbidity via social cohesion. One standard deviation increase in the Gini coefficient was associated with a 9% and 8% increase in the odds of comorbidity in females (OR=1.09; 95% CI=1.03, 1.16) and males (OR=1.08; 95% CI=1.03, 1.13). Conclusion Policies aimed at reducing income inequality, and interventions to improve social cohesion, may contribute to reducing the risk of OWO-depression comorbidity among adolescents.
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Affiliation(s)
- Jason Mulimba Were
- School of Public Health, University of Alberta, 3-300 Edmonton Clinic Health Academy, 11405-87 Ave, Edmonton, AB T6G 1C9, Canada
| | - Stephen Hunter
- School of Public Health, University of Alberta, 3-300 Edmonton Clinic Health Academy, 11405-87 Ave, Edmonton, AB T6G 1C9, Canada
- Women and Children's Health Research Institute, University of Alberta, 5-083 Edmonton Clinic Health Academy, 11405 87 Avenue NW Edmonton, AB T6G 1C9, Canada
| | - Karen A. Patte
- Brock University Department of Health Sciences, 1812 Sir Isaac Brock Way, St. Catharines, Ontario, L2S 3A1, Canada
| | - Scott T. Leatherdale
- School of Public Health Sciences, University of Waterloo, 200 University Avenue West Waterloo, Ontario N2L 3G1, Canada
| | - Roman Pabayo
- School of Public Health, University of Alberta, 3-300 Edmonton Clinic Health Academy, 11405-87 Ave, Edmonton, AB T6G 1C9, Canada
- School of Public Health, University of Alberta, Centre for Healthy Communities, Edmonton, AB T6G 2R3, Canada
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Zhao F, Wang Y, Li Y, Zhang H, Li S, Wang Z, Hou J. Gendered Parenting: Maternal Son Preference and Depressive Symptoms in Chinese Early Adolescents. Behav Sci (Basel) 2024; 14:104. [PMID: 38392457 PMCID: PMC10886098 DOI: 10.3390/bs14020104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Revised: 01/24/2024] [Accepted: 01/29/2024] [Indexed: 02/24/2024] Open
Abstract
This study focused on the nuanced phenomenon of gendered parenting by exploring how maternal son preference is associated with depressive symptoms among Chinese early adolescents. Focusing on 1093 junior high school students from a relatively affluent city in Western China, this study examined the mediating roles of mother-child attachment and father-child attachment as well as the moderating role of school connectedness in the relationship between maternal son preference and depressive symptoms. The results revealed a noteworthy positive correlation between maternal son preference and depressive symptoms among female adolescents, with no significant association observed in males. In addition, mother-child attachment and father-child attachment mediated the relationship between maternal son preference and girls' depressive symptoms, supporting the "spillover effect" and "crossover effect". Moreover, a moderation effect analysis indicated that a higher level of school connectedness can buffer the effect of maternal son preference on girls' depressive symptoms, while a lower level of school connectedness can enhance the effect of maternal son preference on girls' depressive symptoms. In addition, maternal son preference was negatively correlated with boys' depressive symptoms in relation to high school connectedness. These insights help enhance people's understanding of gendered parenting, emphasizing the enduring necessity of addressing son preference within the broader context of promoting gender equality.
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Affiliation(s)
- Fengqing Zhao
- School of Education, Zhengzhou University, Zhengzhou 450001, China
| | - Yinge Wang
- School of Education, Zhengzhou University, Zhengzhou 450001, China
| | - Yudan Li
- School of Education, Zhengzhou University, Zhengzhou 450001, China
| | - Huifang Zhang
- School of Education, Zhengzhou University, Zhengzhou 450001, China
| | - Sen Li
- School of Education, Hebei University, Baoding 071002, China
| | - Zhongjie Wang
- School of Education, Zhengzhou University, Zhengzhou 450001, China
| | - Jie Hou
- School of Education, Zhengzhou University, Zhengzhou 450001, China
- School of Politics and Public Administration, Zhengzhou University, Zhengzhou 450001, China
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Wang C, Zhou T, Fu L, Xie D, Qi H, Huang Z. Risk and Protective Factors of Depression in Family and School Domains for Chinese Early Adolescents: An Association Rule Mining Approach. Behav Sci (Basel) 2023; 13:893. [PMID: 37998640 PMCID: PMC10669531 DOI: 10.3390/bs13110893] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2023] [Revised: 10/21/2023] [Accepted: 10/27/2023] [Indexed: 11/25/2023] Open
Abstract
Depression is one of the most common psychological problems in adolescence. Familial and school-related factors are closely related to adolescents' depression, but their combined effects need further examination. The purpose of this study was to explore the combined effects of risk/protective factors of depression in family and school domains using a sample of Chinese adolescents differing in gender, age group and left-behind status. A total of 2455 Chinese students in primary and secondary school participated in the cross-sectional survey and reported multiple risk/protective factors in family and school environments and depressive symptoms. Association rule mining, a machine learning method, was used in the data analyses to identify the correlation between risk/protective factor combinations and depression. We found that (1) Family cohesion, family conflict, peer support, and teacher support emerged as the strongest factors associated with adolescent depression; (2) The combination of these aforementioned factors further strengthened their association with depression; (3) Female gender, middle school students, and family socioeconomic disadvantages attenuated the protective effects of positive relational factors while exacerbating the deleterious effects of negative relational factors; (4) For individuals at risk, lack of mental health education resources at school intensified the negative impact; (5) The risk and protective factors of depression varied according to gender, age stage and left-behind status. In conclusion, the findings shed light on the identification of high-risk adolescents for depression and underscore the importance of tailored programs targeting specific subgroups based on gender, age, or left-behind status.
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Affiliation(s)
- Chen Wang
- Department of Health Informatics and Management, School of Health Humanities, Peking University, Beijing 100191, China;
| | - Ting Zhou
- Department of Medical Psychology, School of Health Humanities, Peking University, Beijing 100191, China;
| | - Lin Fu
- Faculty of Humanities and Social Sciences, Beijing University of Technology, Beijing 100124, China;
| | - Dong Xie
- School of Basic Medical Sciences, Peking University, Beijing 100191, China;
| | - Huiying Qi
- Department of Health Informatics and Management, School of Health Humanities, Peking University, Beijing 100191, China;
| | - Zheng Huang
- Department of Psychology, University of Chinese Academy of Sciences, Beijing 100101, China
- Institute of Psychology, Chinese Academy of Sciences, Beijing 100101, China
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