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Moltrecht B, Villanova do Amaral J, Salum GA, Miguel EC, Rohde LA, Ploubidis GB, McElroy E, Hoffmann MS. Social connection and its prospective association with adolescent internalising and externalising symptoms: an exploratory cross-country study using retrospective harmonisation. J Child Psychol Psychiatry 2025; 66:725-736. [PMID: 39644141 PMCID: PMC12018293 DOI: 10.1111/jcpp.14080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/20/2024] [Indexed: 12/09/2024]
Abstract
BACKGROUND Social connection factors play a key role for young people's mental health. It is important to understand how their influence may vary across contexts. We investigated structural (e.g. household size), functional (e.g. social support) and quality (e.g. feeling close) social connection factors in relation to adolescent internalising and externalising symptoms, comparing two countries Brazil and the United Kingdom (UK). METHODS We pooled data from the UK Millennium Cohort Study (MCS) and the Brazilian High Risk Cohort Study (BHRCS). We included 12 social connection variables, identified through retrospective harmonisation and lived experience expert involvement. We tested measurement invariance and conducted multiple regressions to analyse associations between the social connection factors (age 14) and later internalising and externalising difficulties (age 17.5) in both cohorts. We investigated country-level interactions and used weights to account for attrition, survey design, population representativeness and sample size. RESULTS We found pooled main associations with later internalising symptoms for 'living with half-siblings' (p < .001), 'moving address' (p = .001), 'mother marital status' (p < .001-.003), 'bullying' (p = .001), 'being bullied' (p < .001) and 'difficulties keeping friends' (p < .001). For externalising, we found main associations with 'household size' (p = .041), 'moving address' (p = .041), 'mother's marital status' (p = .001-.013), 'bullying others' (p < .001) and 'being bullied' (p < .001). Country-level interactions suggested higher internalising symptoms were associated with 'household size' (p = .001) in Brazil and 'being bullied' (p < .001) in MCS. Additionally, 'half-siblings in household' (p = .003), 'poor mother-child relationship' (p = .018), 'single mother' (p = .035), 'bullying' (p < .001) and 'being bullied' (p < .001) were more strongly linked to externalising difficulties in MCS. CONCLUSIONS Social connection factors, mostly structural, contributed to adolescent internalising and externalising difficulties in both countries. Factors relating to bullying and family composition seem to play a stronger role in each country. Cultural and socioeconomic factors might explain these differences. Future research should investigate cross-regional differences to meaningfully inform global mental health efforts.
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Affiliation(s)
| | - João Villanova do Amaral
- Graduate Program in Psychiatry and Behavioral SciencesUniversidade Federal do Rio Grande do SulPorto AlegreBrazil
- Mental Health Epidemiology Group (MHEG)Universidade Federal de Santa MariaSanta MariaRSBrazil
| | - Giovanni Abrahão Salum
- Graduate Program in Psychiatry and Behavioral SciencesUniversidade Federal do Rio Grande do SulPorto AlegreBrazil
- Child Mind InstituteNew YorkNYUSA
- Department of Psychiatry and Legal MedicineUniversidade Federal do Rio Grande do SulPorto AlegreBrazil
- National Institute of Developmental Psychiatry for Children and Adolescents (INCT‐CNPq)São PauloBrazil
| | - Euripedes Constantino Miguel
- National Institute of Developmental Psychiatry for Children and Adolescents (INCT‐CNPq)São PauloBrazil
- Universidade de São PauloSão PauloBrazil
| | - Luis Augusto Rohde
- Graduate Program in Psychiatry and Behavioral SciencesUniversidade Federal do Rio Grande do SulPorto AlegreBrazil
- Department of Psychiatry and Legal MedicineUniversidade Federal do Rio Grande do SulPorto AlegreBrazil
- National Institute of Developmental Psychiatry for Children and Adolescents (INCT‐CNPq)São PauloBrazil
| | | | - Eoin McElroy
- School of PsychologyUlster UniversityColeraineUK
| | - Mauricio Scopel Hoffmann
- Graduate Program in Psychiatry and Behavioral SciencesUniversidade Federal do Rio Grande do SulPorto AlegreBrazil
- Mental Health Epidemiology Group (MHEG)Universidade Federal de Santa MariaSanta MariaRSBrazil
- Department of NeuropsychiatryUniversidade Federal de Santa Maria (UFSM)Santa MariaBrazil
- Care Policy and Evaluation CentreLondon School of Economics and Political ScienceLondonUK
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Haataja E, Leppä H, Huhtiniemi M, Nedelec R, Soini T, Jaakkola T, Niemelä M, Tammelin T, Kantomaa M. Social inequalities in the effects of school-based well-being interventions: a systematic review. Eur J Public Health 2025; 35:302-311. [PMID: 39977576 PMCID: PMC11967906 DOI: 10.1093/eurpub/ckaf005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/22/2025] Open
Abstract
Rising public concern about comprehensive child and adolescent well-being has led to the development of school-based interventions with the potential for high-reaching and effective support. While some interventions have shown effectiveness, limited understanding exists regarding how social inequalities are considered and evidenced in such interventions. This study examines how social inequalities are considered in universal school-based interventions and their potential to affect inequalities through differential effects. A systematic review following the PRISMA protocol was conducted using the following databases: PubMed, Web of Science, CINAHL, Scopus, ProQuest and APA PsycArticles. Studies published between 2014 and 2023 were included. Screening and data extraction were conducted independently by two researchers. Of 10 028 initial articles, 44 were included in the final analysis. These studies primarily involved physical activity and mindfulness interventions in schools. Despite many studies including information regarding students' social backgrounds, such as socioeconomic position and immigrant background, the analysis of differential intervention effects among demographic groups was limited and mostly based on sex. Most differential effect analyses showed no significant differences based on social background, and no clear differences were found based on intervention type. While some universal school-based interventions show promise in reducing social inequalities in students' well-being, more empirical research is needed to explicitly target these questions. This review highlights the critical need for comprehensive intervention studies to consider and report relevant dimensions of social background and their interactions with intervention effects. TRIAL REGISTRATION PROSPERO; registration no. CRD42023423448.
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Affiliation(s)
- Eetu Haataja
- Research Unit of Population Health (PopH), Faculty of Medicine, University of Oulu, Oulu, Finland
| | - Heidi Leppä
- LIKES, Jamk University of Applied Sciences, Jyväskylä, Finland
| | - Mikko Huhtiniemi
- Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland
| | - Rozenn Nedelec
- Research Unit of Population Health (PopH), Faculty of Medicine, University of Oulu, Oulu, Finland
| | - Tiina Soini
- Faculty of Education and Culture, Tampere University, Tampere, Finland
| | - Timo Jaakkola
- Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland
| | - Mika Niemelä
- Research Unit of Population Health (PopH), Faculty of Medicine, University of Oulu, Oulu, Finland
| | - Tuija Tammelin
- LIKES, Jamk University of Applied Sciences, Jyväskylä, Finland
| | - Marko Kantomaa
- Research Unit of Population Health (PopH), Faculty of Medicine, University of Oulu, Oulu, Finland
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Armitage JM, Newlove‐Delgado T, Ford T, McManus S, Collishaw S. Characteristics of children with a psychiatric disorder in 1999, 2004 and 2017: an analysis of the national child mental health surveys of England. J Child Psychol Psychiatry 2025; 66:167-177. [PMID: 39044702 PMCID: PMC11754707 DOI: 10.1111/jcpp.14040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/20/2024] [Indexed: 07/25/2024]
Abstract
BACKGROUND While research has described the profile of children with poor mental health, little is known about whether this profile and their needs have changed over time. Our aim was to investigate whether levels of difficulties and functional impact faced by children with a psychiatric disorder have changed over time, and whether sociodemographic and family correlates have changed. METHODS Samples were three national probability surveys undertaken in England in 1999, 2004 and 2017 including children aged 5-15 years. Psychiatric disorders were assessed using the Development and Well-Being Assessment (DAWBA), a standardised multi-informant diagnostic tool based on the tenth International Classification of Diseases (ICD-10). The impact and difficulties of having a disorder (emotional, behavioural or hyperkinetic) were compared over time using total difficulty and impact scores from the Strengths and Difficulties Questionnaire (SDQ). Analyses explored the impact of having any disorder, as well as for each disorder separately. Regression analyses compared associations between disorders and sociodemographic factors over time. RESULTS Parent- and adolescent-reported total SDQ difficulty and impact scores increased between 1999 and 2017 for children and adolescents with disorders. No differences were noted when using teacher ratings. No differences in total SDQ difficulty score were found for children without a disorder. Comparison of sociodemographic correlates across the surveys over time revealed that ethnic minority status, living in rented accommodation and being in the lowest income quintile had a weaker association with disorder in 2017 compared to 1999. CONCLUSIONS Our study reveals a concerning trend; children with a disorder in 2017 experienced more severe difficulties and greater impact on functioning at school, home and in their daily lives, compared to children with a disorder in earlier decades. Research is needed to identify and understand factors that may explain the changing nature and level of need among children with a disorder.
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Affiliation(s)
- Jessica M. Armitage
- Wolfson Centre for Young People's Mental HealthCardiff UniversityCardiffUK
- Division of Psychological Medicine and Clinical Neurosciences, MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University School of MedicineCardiff UniversityCardiffUK
| | | | - Tamsin Ford
- Department of PsychiatryCambridge UniversityCambridgeUK
| | - Sally McManus
- Health and Social CareNational Centre for Social ResearchLondonUK
- School of Health and Psychological SciencesCity, University of LondonLondonUK
| | - Stephan Collishaw
- Wolfson Centre for Young People's Mental HealthCardiff UniversityCardiffUK
- Division of Psychological Medicine and Clinical Neurosciences, MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University School of MedicineCardiff UniversityCardiffUK
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Nilsen SA, Stormark KM, Bang L, Brunborg GS, Larsen M, Breivik K. Time trends in adolescent depressive symptoms from 2010 to 2019 in Norway: real increase or artifacts of measurements? Psychol Med 2024; 54:1-13. [PMID: 39370997 PMCID: PMC11578914 DOI: 10.1017/s0033291724002447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Revised: 07/16/2024] [Accepted: 07/25/2024] [Indexed: 10/08/2024]
Abstract
BACKGROUND Whether the recent rise in adolescent self-reported depressive symptoms is influenced by changing reporting behavior is much debated. Most studies use observed sum scores to document trends but fail to assess whether their measures are invariant across time, a prerequisite for meaningful inferences about change. We examined whether measurement noninvariance, indicative of changing perceptions and reporting of symptoms, may influence the assessment of time trends in adolescent depressive symptoms. METHODS Data stem from the nationwide repeated cross-sectional Ungdata-surveys (2010-2019) of 560 712 responses from adolescents aged 13 to 19 years. Depressive symptoms were measured with the Kandel and Davies' six-item Depressive Mood Inventory. Using structural equation modeling, we examined measurement invariance across time, gender and age, and estimated the consequences of noninvariance on cross-cohort time trends. RESULTS Across most conditions, the instrument was found measurement invariant across time. The few noninvariant parameters detected had negligible impact on trend estimates. From 2014, latent mean depressive symptom scores increased among girls. For boys, a U shaped pattern was detected, whereby an initial decrease in symptoms was followed by an increase from 2016. Larger issues of noninvariance were found across age in girls and between genders. CONCLUSIONS From a measurement perspective, the notion that changed reporting of symptoms has been an important driver of secular trends in depressive symptoms was not supported. Thus, other causes of these trends should be considered. However, noninvariance across age (in girls) and gender highlights that depressive symptoms are not necessarily perceived equivalently from early to late adolescence and across gender.
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Affiliation(s)
- Sondre Aasen Nilsen
- Regional Centre for Child and Youth Mental Health and Child Welfare, NORCE Norwegian Research Centre, Bergen, Norway
| | - Kjell Morten Stormark
- Regional Centre for Child and Youth Mental Health and Child Welfare, NORCE Norwegian Research Centre, Bergen, Norway
| | - Lasse Bang
- Department of Child Health and Development, Norwegian Institute of Public Health, Oslo, Norway
| | - Geir Scott Brunborg
- Department of Child Health and Development, Norwegian Institute of Public Health, Oslo, Norway
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Marit Larsen
- Regional Centre for Child and Youth Mental Health and Child Welfare, NORCE Norwegian Research Centre, Bergen, Norway
| | - Kyrre Breivik
- Regional Centre for Child and Youth Mental Health and Child Welfare, NORCE Norwegian Research Centre, Bergen, Norway
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Hughes AM, Torvik FA, van Bergen E, Hannigan LJ, Corfield EC, Andreassen OA, Ystrom E, Ask H, Smith GD, Davies NM, Havdahl A. Parental education and children's depression, anxiety, and ADHD traits, a within-family study in MoBa. NPJ SCIENCE OF LEARNING 2024; 9:46. [PMID: 39025869 PMCID: PMC11258307 DOI: 10.1038/s41539-024-00260-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Accepted: 07/05/2024] [Indexed: 07/20/2024]
Abstract
Children born to parents with fewer years of education are more likely to have depression, anxiety, and attention-deficit hyperactivity disorder (ADHD), but it is unclear to what extent these associations are causal. We estimated the effect of parents' educational attainment on children's depressive, anxiety, and ADHD traits at age 8 years, in a sample of 40,879 Norwegian children born in 1998-2009 and their parents. We used within-family Mendelian randomization, which employs genetic variants as instrumental variables, and controlled for direct genetic effects by adjusting for children's polygenic indexes. We found little evidence that mothers' or fathers' educational attainment independently affected children's depressive, anxiety, or ADHD traits. However, children's own polygenic scores for educational attainment were independently and negatively associated with these traits. Results suggest that differences in these traits according to parents' education may reflect direct genetic effects more than genetic nurture. Consequences of social disadvantage for children's mental health may however be more visible in samples with more socioeconomic variation, or contexts with larger socioeconomic disparities than present-day Norway. Further research is required in populations with more educational and economic inequality and in other age groups.
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Affiliation(s)
- Amanda M Hughes
- MRC Integrative Epidemiology Unit, Population Health Sciences, University of Bristol, Bristol, UK.
| | - Fartein Ask Torvik
- Centre for Fertility and Health, Norwegian Institute of Public Health, Oslo, Norway
- Promenta Research Centre, Department of Psychology, University of Oslo, Oslo, Norway
| | - Elsje van Bergen
- Department of Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Laurie J Hannigan
- Nic Waals Institute, Lovisenberg Diaconal Hospital, Oslo, Norway
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
- PsychGen Centre for Genetic Epidemiology and Mental Health, Norwegian Institute of Public Health, Oslo, Norway
| | - Elizabeth C Corfield
- Nic Waals Institute, Lovisenberg Diaconal Hospital, Oslo, Norway
- PsychGen Centre for Genetic Epidemiology and Mental Health, Norwegian Institute of Public Health, Oslo, Norway
| | - Ole A Andreassen
- NORMENT Centre, Institute of Clinical Medicine, University of Oslo and Division of Mental Health and Addiction, Oslo University Hospital, 0407, Oslo, Norway
- KG Jebsen Centre for Neurodevelopmental disorders, University of Oslo, Oslo, Norway
| | - Eivind Ystrom
- Promenta Research Centre, Department of Psychology, University of Oslo, Oslo, Norway
- PsychGen Centre for Genetic Epidemiology and Mental Health, Norwegian Institute of Public Health, Oslo, Norway
| | - Helga Ask
- Promenta Research Centre, Department of Psychology, University of Oslo, Oslo, Norway
- PsychGen Centre for Genetic Epidemiology and Mental Health, Norwegian Institute of Public Health, Oslo, Norway
| | - George Davey Smith
- MRC Integrative Epidemiology Unit, Population Health Sciences, University of Bristol, Bristol, UK
| | - Neil M Davies
- Division of Psychiatry, University College London, London, UK
- Department of Statistical Science, University College London, London, UK
- K.G. Jebsen Center for Genetic Epidemiology, Department of Public Health and Nursing, Norwegian University of Science and Technology, Trondheim, Norway
| | - Alexandra Havdahl
- MRC Integrative Epidemiology Unit, Population Health Sciences, University of Bristol, Bristol, UK
- Promenta Research Centre, Department of Psychology, University of Oslo, Oslo, Norway
- Nic Waals Institute, Lovisenberg Diaconal Hospital, Oslo, Norway
- PsychGen Centre for Genetic Epidemiology and Mental Health, Norwegian Institute of Public Health, Oslo, Norway
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McElroy E, Hyland P, Shevlin M, Karatzias T, Vallières F, Ben-Ezra M, Vang ML, Lorberg B, Martsenkovskyi D. Change in child mental health during the Ukraine war: evidence from a large sample of parents. Eur Child Adolesc Psychiatry 2024; 33:1495-1502. [PMID: 37421462 PMCID: PMC11098962 DOI: 10.1007/s00787-023-02255-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2022] [Accepted: 06/23/2023] [Indexed: 07/10/2023]
Abstract
The ongoing war in Ukraine is expected to negatively impact the mental health of the country's population. This study aims to provide a preliminary estimate of the degree of change in the mental health problems of Ukrainian children following Russia's invasion in February 2022, and to identify the sociodemographic and war-related risk factors associated with these changes. A nationwide, opportunistic sample of 1238 parents reported on a single randomly chosen child within their household as part of The Mental Health of Parents and Children in Ukraine Study. Data were collected between July 15th and September 5th, 2022. Participants completed modified versions of the Pediatric Symptom Checklist (PSC-17) which was adapted to capture change in the frequency of symptoms since the beginning of the war. Parents reported increases across all 17 indicators of internalizing, externalizing, and attention problems of the PSC-17. Increased problems were most pronounced within the internalizing domain, with 35% of parents reporting that their child worried more since the beginning of the war. A number of individual, parental, and war-related factors were associated with increases across the three domains. Exposure to war trauma, pre-existing mental health problems, and child age were among the strongest predictors of change. This survey provides preliminary evidence that the Russian war on Ukraine has led to an increase in common mental health problems among children in the general population. Further research is required to determine the extent and sequela of this increase, and to develop intervention strategies for those most in need.
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Affiliation(s)
- Eoin McElroy
- School of Psychology, Ulster University, Derry, Northern Ireland, UK.
| | - Philip Hyland
- Department of Psychology, Maynooth University, Kildare, Ireland
| | - Mark Shevlin
- School of Psychology, Ulster University, Derry, Northern Ireland, UK
| | - Thanos Karatzias
- School of Health and Social Care, Edinburgh Napier University, Edinburgh, Scotland, UK
| | | | | | - Maria Louison Vang
- Centre for Psychotraumatology, University of Southern Denmark, Odense, Denmark
| | - Boris Lorberg
- Department of Psychiatry, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Dmytro Martsenkovskyi
- Department of Psychiatry and Narcology, Bogomolets National Medical University, Kyiv, Ukraine
- Institute of Psychiatry, Forensic Psychiatric Examination and Drug Monitoring, Ministry of Health of Ukraine, Kyiv, Ukraine
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Overbeek G. Editorial: Prevention is the best cure - or is it? A cautionary tale. J Child Psychol Psychiatry 2024; 65:1-3. [PMID: 38100680 DOI: 10.1111/jcpp.13916] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/01/2023] [Indexed: 12/17/2023]
Abstract
In large parts of the Western world prevention is considered a necessary, core component of successful youth care practice. Yet, mental health problems in young people do not appear to have declined over the past decades. How to explain this paradox? In this editorial for the Journal of Child Psychology and Psychiatry, several possible explanations are explored, one of which centers around how prevention is being operationalized-primarily, nowadays, as a screen-and-resolve 'troubleshooting' approach, rather than as an approach that supports the development of good health, competence, and resilience.
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Affiliation(s)
- Geertjan Overbeek
- Research Institute Child Development and Education, University of Amsterdam (UvA), Amsterdam, The Netherlands
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Armitage JM, Kwong ASF, Tseliou F, Sellers R, Blakey R, Anthony R, Rice F, Thapar A, Collishaw S. Cross-cohort change in parent-reported emotional problem trajectories across childhood and adolescence in the UK. Lancet Psychiatry 2023; 10:509-517. [PMID: 37244272 DOI: 10.1016/s2215-0366(23)00175-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Revised: 04/20/2023] [Accepted: 04/24/2023] [Indexed: 05/29/2023]
Abstract
BACKGROUND Over the past three decades, the prevalence of adolescent emotional problems (ie, anxiety and depression) has risen. Although the onset and developmental course of emotional symptoms shows high variability, no study has directly tested secular differences across development. Our aim was to investigate whether and how developmental trajectories of emotional problems have changed across generations. METHODS We used data from two UK prospective cohorts assessed 10 years apart: the Avon Longitudinal Study of Parents and Children (ALSPAC) including individuals born in 1991-92, and the Millennium Cohort Study (MCS) with individuals born in 2000-02. Our outcome was emotional problems, assessed using the parent-rated emotional subscale of the Strengths and Difficulties Questionnaire (SDQ-E) at approximate ages 4, 7, 8, 10, 11, 13, and 17 years in ALSPAC and ages 3, 5, 7, 11, 14, and 17 years in MCS. Participants were included if the SDQ-E was completed at least once in childhood and at least once in adolescence. Trajectories were generated using multilevel growth curve models using the repeated assessments of the SDQ-E in children aged 3-17 years. FINDINGS Data were available for 19 418 participants (7012 from ALSPAC and 12 406 from the MCS), of whom 9678 (49·8%) were female and 9740 (50·2%) were male, and 17 572 (90·5%) had White mothers. Individuals born between 2000 and 2002 had higher emotional problem scores from around 9 years (intercept statistic β 1·75, 95% CI 1·71-1·79) than did individuals born in 1991-92 (1·55, 1·51-1·59). The later cohort had an earlier onset of problems than the earlier cohort, and sustained higher average trajectories from around 11 years, with female adolescents showing the steepest trajectories of emotional problems. Differences between cohorts peaked overall at age 14 years. INTERPRETATION Our comparison of two cohorts of young people provides evidence that compared with a cohort assessed 10 years prior, emotional problems emerge earlier in development in the more recent cohort, and these are especially pronounced for females during mid-adolescence. Such findings have implications for public health planning and service provision. FUNDING Wolfson Centre for Young People's Mental Health, Wolfson Foundation.
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Affiliation(s)
- Jessica M Armitage
- Wolfson Centre for Young People's Mental Health, Cardiff University, Cardiff, UK; Division of Psychological Medicine and Clinical Neurosciences, Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK.
| | - Alex S F Kwong
- Division of Psychiatry, University of Edinburgh, Edinburgh, UK; Population Health Sciences and MRC Integrative Epidemiology Unit, University of Bristol, Bristol, UK
| | - Foteini Tseliou
- Wolfson Centre for Young People's Mental Health, Cardiff University, Cardiff, UK; Division of Psychological Medicine and Clinical Neurosciences, Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
| | - Ruth Sellers
- Division of Psychological Medicine and Clinical Neurosciences, Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK; Department of Primary Care and Public Health, Brighton and Sussex Medical School, Brighton, UK; Faculty of Education, University of Cambridge, Cambridge, UK
| | - Rachel Blakey
- Population Health Sciences and MRC Integrative Epidemiology Unit, University of Bristol, Bristol, UK
| | - Rebecca Anthony
- Wolfson Centre for Young People's Mental Health, Cardiff University, Cardiff, UK; Centre for the Development, Evaluation, Complexity and Implementation in Public Health Improvement, School of Social Sciences, Cardiff University, Cardiff, UK
| | - Frances Rice
- Wolfson Centre for Young People's Mental Health, Cardiff University, Cardiff, UK; Division of Psychological Medicine and Clinical Neurosciences, Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
| | - Anita Thapar
- Wolfson Centre for Young People's Mental Health, Cardiff University, Cardiff, UK; Division of Psychological Medicine and Clinical Neurosciences, Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
| | - Stephan Collishaw
- Wolfson Centre for Young People's Mental Health, Cardiff University, Cardiff, UK; Division of Psychological Medicine and Clinical Neurosciences, Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
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