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Zhang P, Yang F, Huang N, Yan W, Zhang B, Zhang C, Peng K, Guo J. Assessment of Factors Associated With Mental Well-Being Among Chinese Youths at Individual, School, and Province Levels. JAMA Netw Open 2023; 6:e2324025. [PMID: 37462971 DOI: 10.1001/jamanetworkopen.2023.24025] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/21/2023] Open
Abstract
Importance Although rapid urbanization in China provided improved economic prosperity and educational opportunities, it was associated with increased internalizing and externalizing problems among youths, with negative outcomes for mental well-being. Previous studies suggested that factors in individual, school, and regional levels were associated with mental well-being, and comprehensively examining these factors may provide evidence for policies for improving youth mental health. Objective To investigate factors associated with mental well-being at individual, school, and province levels among Chinese youths. Design, Setting, and Participants This cross-sectional study analyzed nationally representative data collected December 1, 2021, to January 1, 2022, from schools in China. Among 435 schools, 144 institutions had primary school students, 107 institutions had middle school students, 95 institutions had primary and middle school students, and 89 institutions had high school students. A total of 398 520 students were included. Exposures Characteristics at individual, school, and province levels. Main outcomes and measures The main outcome was mental well-being, assessed by the Short Warwick-Edinburgh Mental Well-being Scale. Linear mixed-effects models were used to investigate individual, school, and regional disparities in mental well-being among youths. Results There were 398 520 participants (194 460 females [48.80%]; mean [SD; range] age, 13.78 [2.40; 9-20] years). At the school level, 352 443 students (88.44%) were in public school and 291 354 students (73.11%) were in urban schools. Drinking (coefficient = -1.08; 95% CI, -1.12 to -1.05; P < .001), smoking (coefficient = -0.89; 95% CI, -0.96 to -0.83; P < .001), and increased age (coefficient per 1-year increase in age = -0.02; 95% CI, -0.03 to -0.01; P < .001) were associated with worse mental well-being. Male sex (coefficient = 1.01; 95% CI, 0.98 to 1.04; P < .001), being in a 1-child family (coefficient = 0.17; 95% CI, 0.13 to 0.20; P < .001), being in the Han group (coefficient vs other ethnic groups = 0.20; 95% CI, 0.14 to 0.26; P < .001), a higher frequency and coverage of psychological courses (eg, ≥2/wk for all students vs none: coefficient = 1.02; 95% CI, 0.36 to 1.69; P = .003), and a higher level of self-rated popularity in school (coefficient per 1-unit increase in score = 0.89; 95% CI, 0.88 to 0.89; P < .001) were associated with improved mental well-being. However, age (eg, age and 1 courses/2 wk for all students: coefficient per 1-year increase in age = -0.047; 95% CI, -0.089 to -0.005; P = .03) and sex (eg, female sex and ≥2 courses/wk for some students: coefficient = -0.184; 95% CI, -0.323 to -0.046; P = .009) had interactions with the association between psychological courses and mental well-being. Conclusions and relevance This study found that social disparities in mental well-being existed and that various factors at different levels were associated with mental well-being among Chinese youths. These findings suggest that public mental health programs may be recommended for associated improvements in regional disparities in mental health resources.
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Affiliation(s)
- Peng Zhang
- Department of Psychology, Tsinghua University, Beijing, China
| | - Fan Yang
- Department of Health Policy and Management, School of Public Health, Peking University, Beijing, China
| | - Ning Huang
- Department of Health Policy and Management, School of Public Health, Peking University, Beijing, China
| | - Wei Yan
- Department of Psychology, Tsinghua University, Beijing, China
| | - Bo Zhang
- Department of Neurology, Boston Children's Hospital, Boston, Massachusetts
| | - Cancan Zhang
- Division of General Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts
| | - Kaiping Peng
- Department of Psychology, Tsinghua University, Beijing, China
| | - Jing Guo
- Department of Health Policy and Management, School of Public Health, Peking University, Beijing, China
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Grande AJ, Hoffmann MS, Evans-Lacko S, Ziebold C, de Miranda CT, Mcdaid D, Tomasi C, Ribeiro WS. Efficacy of school-based interventions for mental health problems in children and adolescents in low and middle-income countries: A systematic review and meta-analysis. Front Psychiatry 2023; 13:1012257. [PMID: 36684024 PMCID: PMC9852982 DOI: 10.3389/fpsyt.2022.1012257] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Accepted: 12/14/2022] [Indexed: 01/07/2023] Open
Abstract
Background Implementation of interventions to treat child and adolescent mental health problems in schools could help fill the mental health care gap in low- and middle-income countries (LMICs). Most of the evidence available come from systematic reviews on mental health prevention and promotion, and there is less evidence on treatment strategies that can be effectively delivered in schools. The aim of this review was to identify what school-based interventions have been tested to treat children and adolescents in LMICs, and how effective they are. Methods We conducted a systematic review including seven electronic databases. The search was carried out in October 2022. We included randomised or non-randomised studies that evaluated school-based interventions for children or adolescents aged 6-18 years living in LMICs and who had, or were at risk of developing, one or more mental health problems. Results We found 39 studies with 43 different pairwise comparisons, treatment for attention-deficit and hyperactivity (ADHD), anxiety, depression, and posttraumatic stress disorder (PTSD), Conduct disorder (CD). Pooled SMD were statistically significant and showed that, overall, interventions were superior to comparators for PTSD (SMD = 0.61; 95% CI = 0.37-0.86), not statistically significant for anxiety (SMD = 0.11; 95% CI = -0.13 to 0.36), ADHD (SMD = 0.36; 95% CI = -0.15 to 0.87), and for depression (SMD = 0.80; 95% CI = -0.47 to 2.07). For CD the sample size was very small, so the results are imprecise. Conclusion A significant effect was found if we add up all interventions compared to control, suggesting that, overall, interventions delivered in the school environment are effective in reducing mental health problems among children and adolescents. Systematic review registration [https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=129376], identifier [CRD42019129376].
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Affiliation(s)
- Antonio Jose Grande
- Department of Medicine, Universidade Estadual de Mato Grosso do Sul, Campo Grande, Brazil
| | - Mauricio Scopel Hoffmann
- Care Policy and Evaluation Centre, Department of Health Policy, London School of Economics and Political Science, London, United Kingdom
- Department of Neuropsychiatry, Universidade Federal de Santa Maria, Santa Maria, Brazil
- Graduate Program in Psychiatry and Behavioral Sciences, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Sara Evans-Lacko
- Care Policy and Evaluation Centre, Department of Health Policy, London School of Economics and Political Science, London, United Kingdom
| | - Carolina Ziebold
- Departamento de Psiquiatria, Universidade Federal de São Paulo, São Paulo, Brazil
| | | | - David Mcdaid
- Care Policy and Evaluation Centre, Department of Health Policy, London School of Economics and Political Science, London, United Kingdom
| | - Cristiane Tomasi
- Department of Public Health, Universidade do Extremo Sul Catarinense, Criciúma, Brazil
| | - Wagner Silva Ribeiro
- Care Policy and Evaluation Centre, Department of Health Policy, London School of Economics and Political Science, London, United Kingdom
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Sælid GA, Czajkowski NO, Aarø LE, Andersen JR, Idsøe T, Helleseter MD, Holte A. Effects of a school-based intervention on levels of anxiety and depression: a cluster-randomized controlled trial of the MindPower program in ten high schools in Norway. BMC Psychol 2022; 10:14. [PMID: 35074007 PMCID: PMC8788112 DOI: 10.1186/s40359-022-00721-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2021] [Accepted: 01/12/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The previous decades have shown increased symptoms of depression and anxiety among adolescents. To promote mental health and reduce mental illness, the government of Norway has, as in other countries, pledged that all schools must incorporate life-skills education. We report results from an evaluation of MindPower, a modification of the Coping With Depression (CWD) course, delivered universally in the classroom to secondary high school students, aged 15-16 years, in one county in Norway. The aim of the study was to evaluate the effect of MindPower on symptoms of depression and anxiety. METHODS We utilized a two-groups` delayed intervention design where 110 first year high school classes were randomized into one of two intervention groups (IG1 and IG2). IG1 participated in MindPower while IG2 served as a control group for four months until the intervention started also in this group. IG1 and IG2 responded to questionnaires before and after the eight weeks course, at the start of the first and the second booster session, and at the five months follow up. Questionnaires, including online versions of the Hopkins Symptom Checklist (SCL-8) and the Reynolds Adolescent Depression Scale (RADS-2:SF), were administered to 1673 out of a total of 2384 students. SCL-levels were also compared with those from a large population study (UngData). RESULTS According to mixed model analyses, SCL-8 and RADS-2:SF showed significant baseline differences between IG1 and IG2. In IG1 and IG2, both SCL-8 and RADS-2:SF showed a small but significant increase in mean scores throughout the study period, with markedly lower mean scores among boys. The SCL-levels were first lower for both girls and boys and then after the completion of MindPower the SCL-levels, equal to the SCL-levels in UngData. CONCLUSIONS No effects of the intervention were found. This large universal school-based trial suffered from considerable drop-out of participants. Experiences from implementation and evaluation of universal mental health promotion and preventive school interventions are thoroughly discussed, including, preparation, resources, support, time, realistic expectations, teacher selection and training, implementation, research designs and more. Several empirically based, practical advices are presented. Clinical Trial registration 27/08/2018. Registration number NCT03647826.
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Affiliation(s)
- Gry Anette Sælid
- Division of Mental and Physical Health, Norwegian Institute of Public Health, Marcus Thranes Gate 6, 0473, Oslo, Norway.
| | - Nikolai Olavi Czajkowski
- Division of Mental and Physical Health, Norwegian Institute of Public Health, Marcus Thranes Gate 6, 0473, Oslo, Norway
- Department of Psychology, University of Oslo, Forskningsveien 3A Harald Schjelderups hus, 0373, Oslo, Norway
| | - Leif Edvard Aarø
- Division of Mental and Physical Health, Norwegian Institute of Public Health, Marcus Thranes Gate 6, 0473, Oslo, Norway
| | - John Roger Andersen
- Department of Health and Caring Sciences, Western Norway University of Applied Sciences, Svanehaugvegen 1, 6812, Førde, Norway
| | - Thormod Idsøe
- Norwegian Center for Child Behavioral Development, Essendrops Gate 3, Postboks 7053 Majorstuen, 0306, Oslo, Norway
| | - Miguel Delgado Helleseter
- Institute for Global Research, California State University Channel Islands, One University, Drive Camarillo, CA, 93012, USA
| | - Arne Holte
- Division of Mental and Physical Health, Norwegian Institute of Public Health, Marcus Thranes Gate 6, 0473, Oslo, Norway
- Department of Psychology, University of Oslo, Forskningsveien 3A Harald Schjelderups hus, 0373, Oslo, Norway
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Lai KYC, Hung SF, Lee HWS, Leung PWL. School-Based Mental Health Initiative: Potentials and Challenges for Child and Adolescent Mental Health. Front Psychiatry 2022; 13:866323. [PMID: 35757210 PMCID: PMC9226981 DOI: 10.3389/fpsyt.2022.866323] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2022] [Accepted: 05/17/2022] [Indexed: 11/13/2022] Open
Abstract
School-based mental health support services allow children and adolescents easy access to services without requirement of traveling to clinics and hospitals. We describe a School Mental Health Support Scheme (SMHSS) piloted in Hong Kong and discuss the challenges and learnings from the experience. This conceptual paper argues that accessibility is not the only advantage of such services. Teachers are significant others in child development, alongside with families. They play a central role in impacting the children's/adolescents' needs for competence and adult attachment, while schools provide an expanded social network of peers for one's social relationship. The fulfillment of these needs has powerful implications in the mental health of the children/adolescents. Teachers can help students to develop a sense of competence with self-worth and self-identity via providing guidance and feedback, whether they be on one's strengths or weaknesses, with acceptance, tolerance and unconditional positive regard. Particularly, the latter define a form of teacher-student relationship or adult attachment that offers the children/adolescents emotional security and nourishment, protecting them from failings and adversities. Teachers can also supervise and guide their students' social development with peers at schools. A recent meta-analysis has found preliminary evidence that those school-based mental health services integrated into the teachers' routine teaching activities are more effective. Teachers, who are overworked and stressed by the schools' overemphasis on academics and grades, have yet to fully grasp their unique roles in supporting students with mental health needs. This paper ends by advocating a paradigm shift in which both the healthcare professionals and educators should forge a mutually beneficial collaboration in jointly enhancing the mental health of children/adolescents at schools.
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Affiliation(s)
- Kelly Y C Lai
- Department of Psychiatry, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Se-Fong Hung
- Department of Psychiatry, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Hannah W S Lee
- Department of Psychology, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Patrick W L Leung
- Department of Psychology, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
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Caldwell DM, Davies SR, Hetrick SE, Palmer JC, Caro P, López-López JA, Gunnell D, Kidger J, Thomas J, French C, Stockings E, Campbell R, Welton NJ. School-based interventions to prevent anxiety and depression in children and young people: a systematic review and network meta-analysis. Lancet Psychiatry 2019; 6:1011-1020. [PMID: 31734106 PMCID: PMC7029281 DOI: 10.1016/s2215-0366(19)30403-1] [Citation(s) in RCA: 119] [Impact Index Per Article: 23.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/21/2019] [Revised: 09/05/2019] [Accepted: 09/09/2019] [Indexed: 01/05/2023]
Abstract
BACKGROUND Rates of anxiety and depression are increasing among children and young people. Recent policies have focused on primary prevention of mental disorders in children and young people, with schools at the forefront of implementation. There is limited information for the comparative effectiveness of the multiple interventions available. METHODS We did a systematic review and network meta-analysis, searching MEDLINE, Embase, PsycINFO, and Cochrane Central Register of Controlled trials for published and unpublished, passive and active-controlled randomised and quasi-randomised trials. We included educational setting-based, universal, or targeted interventions in which the primary aim was the prevention of anxiety and depression in children and young people aged 4-18 years. Primary outcomes were post-intervention self-report anxiety and depression, wellbeing, suicidal ideation, or self-harm. We assessed risk of bias following the Cochrane Handbook for Systematic Reviews of Interventions. We estimated standardised mean differences (SMD) using random effects network meta-analysis in a Bayesian framework. The study is registered with PROPSERO, number CRD42016048184. FINDINGS 1512 full-text articles were independently screened for inclusion by two reviewers, from which 137 studies of 56 620 participants were included. 20 studies were assessed as being at low risk of bias for both random sequence generation and allocation concealment. There was weak evidence to suggest that cognitive behavioural interventions might reduce anxiety in primary and secondary settings. In universal secondary settings, mindfulness and relaxation-based interventions showed a reduction in anxiety symptoms relative to usual curriculum (SMD -0·65, 95% credible interval -1·14 to -0·19). There was a lack of evidence to support any one type of intervention being effective to prevent depression in universal or targeted primary or secondary settings. Comparison-adjusted funnel plots suggest the presence of small-study effects for the universal secondary anxiety analysis. Network meta-analysis was not feasible for wellbeing or suicidal ideation or self-harm outcomes, and results are reported narratively. INTERPRETATION Considering unclear risk of bias and probable small study effects for anxiety, we conclude there is little evidence that educational setting-based interventions focused solely on the prevention of depression or anxiety are effective. Future research could consider multilevel, systems-based interventions as an alternative to the downstream interventions considered here. FUNDING UK National Institute for Health Research.
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Affiliation(s)
- Deborah M Caldwell
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.
| | - Sarah R Davies
- School for Policy Studies, University of Bristol, Bristol, UK
| | - Sarah E Hetrick
- Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand
| | - Jennifer C Palmer
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - Paola Caro
- School for Policy Studies, University of Bristol, Bristol, UK
| | - José A López-López
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK; Departamento de Psicología Básica y Metodología, Facultad de Psicología, Universidad de Murcia, Spain
| | - David Gunnell
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK; NIHR Biomedical Research Centre at University Hospitals Bristol NHS Foundation Trust, Bristol, UK
| | - Judi Kidger
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | | | - Clare French
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - Emily Stockings
- National Drug and Alcohol Research Centre, University of New South Wales, Sydney, NSW, Australia
| | - Rona Campbell
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - Nicky J Welton
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
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