Bo Wang, Yi‐Han Sheu, Hyunjoon Lee, Robert G. Mealer, Victor M. Castro, Jordan W. Smoller
BackgroundEarly identification of bipolar disorder (BD) provides an important opportunity for timely intervention. In this study, we aimed to develop machine learning models using large‐scale electronic health record (EHR) data including clinical notes for predicting early‐onset BD.MethodsStructured and unstructured data were extracted from the longitudinal EHR of the Mass General Brigham health system. We defined three cohorts aged 10–25 years: (1) the full youth cohort (N = 300,398); (2) a subcohort defined by having a mental health visit (N = 105,461); and (3) a subcohort defined by having a diagnosis of mood disorder or ADHD (N = 35,213). By adopting a prospective landmark modeling approach that aligns with clinical practice, we developed and validated a range of machine learning models, across different cohorts and prediction windows.ResultsWe found the two tree‐based models, random forests (RF) and light gradient‐boosting machine (LGBM), achieving good discriminative performance across different clinical settings (area under the receiver operating characteristic curve 0.76–0.88 for RF and 0.74–0.89 for LGBM). In addition, we showed comparable performance can be achieved with a greatly reduced set of features, demonstrating computational efficiency can be attained without significant compromise of model accuracy.ConclusionsGood discriminative performance for models predicting early‐onset BD can be achieved utilizing large‐scale EHR data. Our study offers a scalable and accurate method for identifying youth at risk for BD that could help inform clinical decision‐making and facilitate early intervention. Future work includes evaluating the portability of our approach to other healthcare systems and exploring considerations regarding possible implementation.
{"title":"Prediction of early‐onset bipolar using electronic health records","authors":"Bo Wang, Yi‐Han Sheu, Hyunjoon Lee, Robert G. Mealer, Victor M. Castro, Jordan W. Smoller","doi":"10.1111/jcpp.14131","DOIUrl":"https://doi.org/10.1111/jcpp.14131","url":null,"abstract":"BackgroundEarly identification of bipolar disorder (BD) provides an important opportunity for timely intervention. In this study, we aimed to develop machine learning models using large‐scale electronic health record (EHR) data including clinical notes for predicting early‐onset BD.MethodsStructured and unstructured data were extracted from the longitudinal EHR of the Mass General Brigham health system. We defined three cohorts aged 10–25 years: (1) the full youth cohort (<jats:italic>N</jats:italic> = 300,398); (2) a subcohort defined by having a mental health visit (<jats:italic>N</jats:italic> = 105,461); and (3) a subcohort defined by having a diagnosis of mood disorder or ADHD (<jats:italic>N</jats:italic> = 35,213). By adopting a prospective landmark modeling approach that aligns with clinical practice, we developed and validated a range of machine learning models, across different cohorts and prediction windows.ResultsWe found the two tree‐based models, random forests (RF) and light gradient‐boosting machine (LGBM), achieving good discriminative performance across different clinical settings (area under the receiver operating characteristic curve 0.76–0.88 for RF and 0.74–0.89 for LGBM). In addition, we showed comparable performance can be achieved with a greatly reduced set of features, demonstrating computational efficiency can be attained without significant compromise of model accuracy.ConclusionsGood discriminative performance for models predicting early‐onset BD can be achieved utilizing large‐scale EHR data. Our study offers a scalable and accurate method for identifying youth at risk for BD that could help inform clinical decision‐making and facilitate early intervention. Future work includes evaluating the portability of our approach to other healthcare systems and exploring considerations regarding possible implementation.","PeriodicalId":187,"journal":{"name":"Journal of Child Psychology and Psychiatry","volume":"64 1","pages":""},"PeriodicalIF":7.6,"publicationDate":"2025-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143443350","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Proliferation of the term "emotion dysregulation" in child psychopathology parallels the growing interest in processes that influence negative emotional reactivity. While it commonly refers to a clinical phenotype where intense anger leads to behavioral dyscontrol, the term implies etiology because anything that is dysregulated requires an impaired regulatory mechanism. Many cognitive, affective, behavioral, neural, and social processes have been studied to improve understanding of emotion dysregulation. Nevertheless, the defective regulatory mechanism that might underlie it remains unclear. This systematic review of research on processes that affect emotion dysregulation endeavors to develop an integrative framework for the wide variety of factors investigated. It seeks to ascertain which, if any, constitutes an impaired regulatory mechanism. Based on this review, we propose a framework organizing emotion-relevant processes into categories pertaining to stimulus processing, response selection and control, emotion generation, closed- or open-loop feedback-based regulation, and experiential influences. Our review finds scant evidence for closed-loop (automatic) mechanisms to downregulate anger arousal rapidly. Open-loop (deliberate) regulatory strategies seem effective for low-to-moderate arousal. More extensive evidence supports roles for aspects of stimulus processing (sensory sensitivity, salience, appraisal, threat processing, and reward expectancy). Response control functions, such as inhibitory control, show robust associations with emotion dysregulation. Processes relating to emotion generation highlight aberrant features in autonomic, endocrine, reward functioning, and tonic mood states. A large literature on adverse childhood experiences and family interactions shows the unique and joint effects of interpersonal with child-level risks. We conclude that the defective closed-loop regulatory mechanisms that emotion dysregulation implies require further specification. Integrating research on emotion-relevant mechanisms along an axis from input factors through emotion generation to corrective feedback may promote research on (a) heterogeneity in pathogenesis, (b) interrelationships between these factors, and (c) the derivation of better-targeted treatments that address specific pathogenic processes of affected youth.
{"title":"Annual Research Review: What processes are dysregulated among emotionally dysregulated youth? - a systematic review.","authors":"Joseph C Blader, Amy S Garrett, Steven R Pliszka","doi":"10.1111/jcpp.14126","DOIUrl":"https://doi.org/10.1111/jcpp.14126","url":null,"abstract":"<p><p>Proliferation of the term \"emotion dysregulation\" in child psychopathology parallels the growing interest in processes that influence negative emotional reactivity. While it commonly refers to a clinical phenotype where intense anger leads to behavioral dyscontrol, the term implies etiology because anything that is dysregulated requires an impaired regulatory mechanism. Many cognitive, affective, behavioral, neural, and social processes have been studied to improve understanding of emotion dysregulation. Nevertheless, the defective regulatory mechanism that might underlie it remains unclear. This systematic review of research on processes that affect emotion dysregulation endeavors to develop an integrative framework for the wide variety of factors investigated. It seeks to ascertain which, if any, constitutes an impaired regulatory mechanism. Based on this review, we propose a framework organizing emotion-relevant processes into categories pertaining to stimulus processing, response selection and control, emotion generation, closed- or open-loop feedback-based regulation, and experiential influences. Our review finds scant evidence for closed-loop (automatic) mechanisms to downregulate anger arousal rapidly. Open-loop (deliberate) regulatory strategies seem effective for low-to-moderate arousal. More extensive evidence supports roles for aspects of stimulus processing (sensory sensitivity, salience, appraisal, threat processing, and reward expectancy). Response control functions, such as inhibitory control, show robust associations with emotion dysregulation. Processes relating to emotion generation highlight aberrant features in autonomic, endocrine, reward functioning, and tonic mood states. A large literature on adverse childhood experiences and family interactions shows the unique and joint effects of interpersonal with child-level risks. We conclude that the defective closed-loop regulatory mechanisms that emotion dysregulation implies require further specification. Integrating research on emotion-relevant mechanisms along an axis from input factors through emotion generation to corrective feedback may promote research on (a) heterogeneity in pathogenesis, (b) interrelationships between these factors, and (c) the derivation of better-targeted treatments that address specific pathogenic processes of affected youth.</p>","PeriodicalId":187,"journal":{"name":"Journal of Child Psychology and Psychiatry","volume":" ","pages":""},"PeriodicalIF":6.5,"publicationDate":"2025-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143447372","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Yun Huang, Fei Luo, Guanghai Wang, Ting Zhang, Lin Zhang, Lichun Fan, Jun Zhang
Background: The impact of maternal sleep disturbances during pregnancy on long-term neurodevelopment and the role of metabolites in this process are not well understood. In a prospective cohort study, we aimed to investigate the associations between maternal sleep disturbances during each trimester and child intelligence quotient (IQ) at the age of 4 years and to identify metabolites that might mediate these relationships.
Methods: This study included 1,870 mother-child pairs from the Shanghai Birth Cohort (SBC). Maternal sleep quality was assessed using the Pittsburgh sleep quality index (PSQI) questionnaire in the first and second trimesters, and a simplified version of the PSQI was used in the third trimester. Child IQ was evaluated at age 4 using the Wechsler Primary and Preschool Scale of Intelligence-Fourth Edition (WPPSI-IV). We conducted untargeted analyses of maternal serum metabolomics in the first trimester in 1,461 subjects. We employed multiple linear regression models to examine the associations between maternal sleep disturbances during each trimester and child IQ. Additionally, we utilized longitudinal latent class analysis (LLCA) to identify patterns of sleep quality changes throughout the three trimesters and employed multiple linear regression models to investigate how these sleep patterns across the entire pregnancy were associated with child IQ. We applied a 'meet-in-the-middle' approach to identify potential metabolites linking maternal sleep disturbances during early pregnancy with child IQ.
Results: Longer sleep latency was associated with lower child Full-Scale IQ (FSIQ) and verbal comprehension index (VCI) for the first trimester, while lower child fluid reasoning index (FRI) for the second trimester. Longer sleep latency throughout the pregnancy was associated with decreased FSIQ (β = -4.68; 95% CI: -8.32, -1.03), VCI (β = -6.38; 95% CI: -10.39, -2.37), and FRI (β = -4.29; 95% CI: -7.96, -0.63). We found that inositol, indoleacrylic acid, and 4-hydroxyquinoline emerged as potential biomarkers that play an intermediary role in the association between maternal sleep disturbances and child IQ.
Conclusions: Sleep disturbance during pregnancy may be a risk factor for compromised IQ in preschool-aged offspring. Alterations in inositol and tryptophan metabolism might be the mediator for the link between maternal sleep disturbances and child IQ.
{"title":"Maternal sleep disturbance during pregnancy and child intelligence quotient: A metabolome-wide association study in the Shanghai Birth Cohort.","authors":"Yun Huang, Fei Luo, Guanghai Wang, Ting Zhang, Lin Zhang, Lichun Fan, Jun Zhang","doi":"10.1111/jcpp.14125","DOIUrl":"https://doi.org/10.1111/jcpp.14125","url":null,"abstract":"<p><strong>Background: </strong>The impact of maternal sleep disturbances during pregnancy on long-term neurodevelopment and the role of metabolites in this process are not well understood. In a prospective cohort study, we aimed to investigate the associations between maternal sleep disturbances during each trimester and child intelligence quotient (IQ) at the age of 4 years and to identify metabolites that might mediate these relationships.</p><p><strong>Methods: </strong>This study included 1,870 mother-child pairs from the Shanghai Birth Cohort (SBC). Maternal sleep quality was assessed using the Pittsburgh sleep quality index (PSQI) questionnaire in the first and second trimesters, and a simplified version of the PSQI was used in the third trimester. Child IQ was evaluated at age 4 using the Wechsler Primary and Preschool Scale of Intelligence-Fourth Edition (WPPSI-IV). We conducted untargeted analyses of maternal serum metabolomics in the first trimester in 1,461 subjects. We employed multiple linear regression models to examine the associations between maternal sleep disturbances during each trimester and child IQ. Additionally, we utilized longitudinal latent class analysis (LLCA) to identify patterns of sleep quality changes throughout the three trimesters and employed multiple linear regression models to investigate how these sleep patterns across the entire pregnancy were associated with child IQ. We applied a 'meet-in-the-middle' approach to identify potential metabolites linking maternal sleep disturbances during early pregnancy with child IQ.</p><p><strong>Results: </strong>Longer sleep latency was associated with lower child Full-Scale IQ (FSIQ) and verbal comprehension index (VCI) for the first trimester, while lower child fluid reasoning index (FRI) for the second trimester. Longer sleep latency throughout the pregnancy was associated with decreased FSIQ (β = -4.68; 95% CI: -8.32, -1.03), VCI (β = -6.38; 95% CI: -10.39, -2.37), and FRI (β = -4.29; 95% CI: -7.96, -0.63). We found that inositol, indoleacrylic acid, and 4-hydroxyquinoline emerged as potential biomarkers that play an intermediary role in the association between maternal sleep disturbances and child IQ.</p><p><strong>Conclusions: </strong>Sleep disturbance during pregnancy may be a risk factor for compromised IQ in preschool-aged offspring. Alterations in inositol and tryptophan metabolism might be the mediator for the link between maternal sleep disturbances and child IQ.</p>","PeriodicalId":187,"journal":{"name":"Journal of Child Psychology and Psychiatry","volume":" ","pages":""},"PeriodicalIF":6.5,"publicationDate":"2025-02-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143439787","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Maheux et al.s' annual review (2024) summarizes a rapidly evolving literature on the specific components (including content, features and functions) of social media that can help or hinder healthy adolescent development, highlighting how proposed effects of social media components appear to matter more for some adolescents than others. This commentary explores how conclusions of Maheux et al. (2024) can help shape future translational research on what components of social media may facilitate or undermine healthy adolescent development and who is most susceptible to these social media component effects. Future research must also address when and where social media components matter most, situating our understanding within temporal and physical context. Finally, the promise of future research is highlighted on why youth engage with social media components (motivations) and how specific components of social media exert their effects (mechanisms).
{"title":"Social media component effects: a commentary on Maheux et al. (2024).","authors":"Michaeline Jensen","doi":"10.1111/jcpp.14133","DOIUrl":"https://doi.org/10.1111/jcpp.14133","url":null,"abstract":"<p><p>Maheux et al.s' annual review (2024) summarizes a rapidly evolving literature on the specific components (including content, features and functions) of social media that can help or hinder healthy adolescent development, highlighting how proposed effects of social media components appear to matter more for some adolescents than others. This commentary explores how conclusions of Maheux et al. (2024) can help shape future translational research on what components of social media may facilitate or undermine healthy adolescent development and who is most susceptible to these social media component effects. Future research must also address when and where social media components matter most, situating our understanding within temporal and physical context. Finally, the promise of future research is highlighted on why youth engage with social media components (motivations) and how specific components of social media exert their effects (mechanisms).</p>","PeriodicalId":187,"journal":{"name":"Journal of Child Psychology and Psychiatry","volume":" ","pages":""},"PeriodicalIF":6.5,"publicationDate":"2025-02-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143447375","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Dashiell D. Sacks, Yiyi Wang, Asja Abron, Kaitlin M. Mulligan, Caroline M. Kelsey, Wanze Xie, Charles A. Nelson, Michelle Bosquet Enlow
BackgroundAnxiety and depression are highly prevalent in youth and can cause significant distress and functional impairment. The presence of maternal anxiety and depression are well‐established risk factors for child internalizing psychopathology, yet the responsible mechanisms linking the two remain unclear.MethodsWe examined the potential mediating and moderating roles of EEG frontal alpha asymmetry (FAA) in the intergenerational transmission of internalizing symptoms in a longitudinal sample of N = 323 mother–child dyads. Self‐report maternal internalizing symptoms were evaluated at child age 3 years and 5 years, child EEG at 5 years, and parent‐report child internalizing symptoms at age 7 years. Mediation was evaluated via bootstrapped (N = 5,000) confidence intervals.ResultsWe found significant associations among maternal internalizing (anxiety, depressive) symptoms when their children were ages 3 and 5 years, child FAA at age 5 years, and child internalizing symptoms at age 7 years. There was a significant mediation effect, whereby greater maternal anxiety and depressive symptoms at age 3 years were significantly associated with FAA (greater relative right cortical activation) in children at age 5 years, which, in turn, was significantly associated with greater child internalizing symptoms at age 7 years (ps < .001). There was no moderating effect of FAA on the association between maternal internalizing symptoms at age 5 years and child internalizing symptoms at age 7 years.ConclusionsGreater right frontal asymmetry may be a neurophysiological mechanism that mediates the intergenerational transmission of internalizing symptoms.
{"title":"EEG frontal alpha asymmetry mediates the association between maternal and child internalizing symptoms in childhood","authors":"Dashiell D. Sacks, Yiyi Wang, Asja Abron, Kaitlin M. Mulligan, Caroline M. Kelsey, Wanze Xie, Charles A. Nelson, Michelle Bosquet Enlow","doi":"10.1111/jcpp.14129","DOIUrl":"https://doi.org/10.1111/jcpp.14129","url":null,"abstract":"BackgroundAnxiety and depression are highly prevalent in youth and can cause significant distress and functional impairment. The presence of maternal anxiety and depression are well‐established risk factors for child internalizing psychopathology, yet the responsible mechanisms linking the two remain unclear.MethodsWe examined the potential mediating and moderating roles of EEG frontal alpha asymmetry (FAA) in the intergenerational transmission of internalizing symptoms in a longitudinal sample of <jats:italic>N</jats:italic> = 323 mother–child dyads. Self‐report maternal internalizing symptoms were evaluated at child age 3 years and 5 years, child EEG at 5 years, and parent‐report child internalizing symptoms at age 7 years. Mediation was evaluated via bootstrapped (<jats:italic>N</jats:italic> = 5,000) confidence intervals.ResultsWe found significant associations among maternal internalizing (anxiety, depressive) symptoms when their children were ages 3 and 5 years, child FAA at age 5 years, and child internalizing symptoms at age 7 years. There was a significant mediation effect, whereby greater maternal anxiety and depressive symptoms at age 3 years were significantly associated with FAA (greater relative right cortical activation) in children at age 5 years, which, in turn, was significantly associated with greater child internalizing symptoms at age 7 years (<jats:italic>ps</jats:italic> < .001). There was no moderating effect of FAA on the association between maternal internalizing symptoms at age 5 years and child internalizing symptoms at age 7 years.ConclusionsGreater right frontal asymmetry may be a neurophysiological mechanism that mediates the intergenerational transmission of internalizing symptoms.","PeriodicalId":187,"journal":{"name":"Journal of Child Psychology and Psychiatry","volume":"64 1","pages":""},"PeriodicalIF":7.6,"publicationDate":"2025-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143426948","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Since the debate surrounding controversial theories, such as the refrigerator mother theory, the influence of parenting on the course of neurodevelopmental conditions has been a taboo topic for many years. However, recent research analyzing the complex interplay between genetics and the environment has introduced new approaches to examining the role of parenting. Several articles in this issue examine the new directions in the field of parenting and parent–child interactions. A key shift in perspective is the recognition that the relationship between parenting and child development is not unidirectional. Instead, the child's characteristics may also influence parental responses (evocative gene–environment), which in turn can shape the child's developmental trajectory. Moreover, parent–child interactions are not restricted to mother–child dyads, but also involve fathers and triadic interactions between both parents and the child. Experiences within these interactions are likely to transfer to other contexts, contributing to the child's language and social development. A better understanding of the time course and the mechanisms underlying parent–child interactions will enhance the design of interventions targeting parenting behavior. Although caregiver-mediated interventions have proven effective, they must take caregivers' skills into account and may need to incorporate alternative support systems beyond primary caregivers.
{"title":"Editorial: Parenting as an influence on the course of neurodevelopmental conditions – still a taboo topic?","authors":"Kristina Moll, Saloni Krishnan","doi":"10.1111/jcpp.14111","DOIUrl":"10.1111/jcpp.14111","url":null,"abstract":"<p>Since the debate surrounding controversial theories, such as the refrigerator mother theory, the influence of parenting on the course of neurodevelopmental conditions has been a taboo topic for many years. However, recent research analyzing the complex interplay between genetics and the environment has introduced new approaches to examining the role of parenting. Several articles in this issue examine the new directions in the field of parenting and parent–child interactions. A key shift in perspective is the recognition that the relationship between parenting and child development is not unidirectional. Instead, the child's characteristics may also influence parental responses (evocative gene–environment), which in turn can shape the child's developmental trajectory. Moreover, parent–child interactions are not restricted to mother–child dyads, but also involve fathers and triadic interactions between both parents and the child. Experiences within these interactions are likely to transfer to other contexts, contributing to the child's language and social development. A better understanding of the time course and the mechanisms underlying parent–child interactions will enhance the design of interventions targeting parenting behavior. Although caregiver-mediated interventions have proven effective, they must take caregivers' skills into account and may need to incorporate alternative support systems beyond primary caregivers.</p>","PeriodicalId":187,"journal":{"name":"Journal of Child Psychology and Psychiatry","volume":"66 3","pages":"275-278"},"PeriodicalIF":6.5,"publicationDate":"2025-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/jcpp.14111","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143385480","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Patrick Smith, Anke Ehlers, Ewan Carr, David M Clark, Tim Dalgleish, Gordon Forbes, Kimberley Goldsmith, Helena Griffiths, Monica Gupta, Dorothy King, Sarah Miles, Dominic T Plant, Anne Smith, Jess Steward, William Yule, Richard Meiser-Stedman
Background: Effective face-to-face treatments for Post-Traumatic Stress Disorder (PTSD) are available, but most young people with PTSD do not receive effective treatment. Therapist-supported online Cognitive Therapy has the potential to improve accessibility of effective treatment. This early-stage trial gathered data on the feasibility, acceptability, and initial signal of clinical efficacy of a novel online Cognitive Therapy program for young people with PTSD.
Methods: A two-arm, parallel-groups, single-blind, early-stage feasibility RCT compared online Cognitive Therapy to a waitlList condition. Participants were N = 31 adolescents (12-17 years-old) with a diagnosis of PTSD, randomised in a 1:1 ratio using minimisation. Thresholds for progression to a larger trial were set a priori for recruitment rate, data completeness, and the initial signal of clinical efficacy. The primary clinical outcome was PTSD diagnosis at 16 weeks post-randomisation. Secondary clinical outcomes were continuous measures of PTSD, depression, and anxiety at 16 weeks; and at 38 weeks in the online Cognitive Therapy arm.
Results: All pre-determined feasibility thresholds for progression to a larger trial were met. We recruited to target at a rate of 1-2 participants/month. No patient dropped out of therapy; 94% of all participants were retained at 16 weeks. At 16-weeks, the intention-to-treat (ITT) effect adjusted odds ratio was 0.20 (95% CI, 0.02, 1.42), indicating that the odds of meeting PTSD caseness after online therapy were 80% lower than after the waitlist (10/16 participants met PTSD caseness after therapy compared to 11/13 after WL). Effect-size estimates for all secondary clinical outcomes were large-moderate; improvements were sustained 38 weeks after online Cognitive Therapy.
Conclusions: Therapist-supported online Cognitive Therapy for PTSD is acceptable to young people and has potential for meaningful and sustained clinical effects. A larger trial appears feasible to deliver. Further work is needed to refine the intervention and its delivery and to evaluate it in a larger confirmatory trial.
{"title":"Early-stage randomised controlled trial of therapist-supported online cognitive therapy for post-traumatic stress disorder in young people.","authors":"Patrick Smith, Anke Ehlers, Ewan Carr, David M Clark, Tim Dalgleish, Gordon Forbes, Kimberley Goldsmith, Helena Griffiths, Monica Gupta, Dorothy King, Sarah Miles, Dominic T Plant, Anne Smith, Jess Steward, William Yule, Richard Meiser-Stedman","doi":"10.1111/jcpp.14124","DOIUrl":"https://doi.org/10.1111/jcpp.14124","url":null,"abstract":"<p><strong>Background: </strong>Effective face-to-face treatments for Post-Traumatic Stress Disorder (PTSD) are available, but most young people with PTSD do not receive effective treatment. Therapist-supported online Cognitive Therapy has the potential to improve accessibility of effective treatment. This early-stage trial gathered data on the feasibility, acceptability, and initial signal of clinical efficacy of a novel online Cognitive Therapy program for young people with PTSD.</p><p><strong>Methods: </strong>A two-arm, parallel-groups, single-blind, early-stage feasibility RCT compared online Cognitive Therapy to a waitlList condition. Participants were N = 31 adolescents (12-17 years-old) with a diagnosis of PTSD, randomised in a 1:1 ratio using minimisation. Thresholds for progression to a larger trial were set a priori for recruitment rate, data completeness, and the initial signal of clinical efficacy. The primary clinical outcome was PTSD diagnosis at 16 weeks post-randomisation. Secondary clinical outcomes were continuous measures of PTSD, depression, and anxiety at 16 weeks; and at 38 weeks in the online Cognitive Therapy arm.</p><p><strong>Results: </strong>All pre-determined feasibility thresholds for progression to a larger trial were met. We recruited to target at a rate of 1-2 participants/month. No patient dropped out of therapy; 94% of all participants were retained at 16 weeks. At 16-weeks, the intention-to-treat (ITT) effect adjusted odds ratio was 0.20 (95% CI, 0.02, 1.42), indicating that the odds of meeting PTSD caseness after online therapy were 80% lower than after the waitlist (10/16 participants met PTSD caseness after therapy compared to 11/13 after WL). Effect-size estimates for all secondary clinical outcomes were large-moderate; improvements were sustained 38 weeks after online Cognitive Therapy.</p><p><strong>Conclusions: </strong>Therapist-supported online Cognitive Therapy for PTSD is acceptable to young people and has potential for meaningful and sustained clinical effects. A larger trial appears feasible to deliver. Further work is needed to refine the intervention and its delivery and to evaluate it in a larger confirmatory trial.</p>","PeriodicalId":187,"journal":{"name":"Journal of Child Psychology and Psychiatry","volume":" ","pages":""},"PeriodicalIF":6.5,"publicationDate":"2025-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143363382","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Constantina Psyllou, Marjolein Luman, Barbara J. van den Hoofdakker, Saskia Van der Oord, Asma Aghebati, Bianca Boyer, Jan Buitelaar, Andrea Chronis‐Tuscano, David Daley, Tycho J. Dekkers, George J. DuPaul, Gregory A. Fabiano, Maite Ferrin, Nike Franke, Naama Gershy Tsahor, Elizabeth Harvey, Timo Hennig, Sharonne Herbert, Pieter J. Hoekstra, Lee Kern, Jennifer A. Mautone, Amori Yee Mikami, Sébastien Normand, Linda J. Pfiffner, Shizuka Shimabukuro, Satyam Antonio Schramm, Julie B. Schweitzer, Margaret H. Sibley, Edmund Sonuga‐Barke, Catherine Thompson, Margaret J. Thompson, Gail Tripp, Carolyn Webster‐Stratton, Yuhuan Xie, Patty Leijten, Annabeth P. Groenman
BackgroundUnderstanding the mechanisms of change and between‐family differences in behavioural parenting interventions for children with attention‐deficit/hyperactivity disorder (ADHD) may help personalise interventions. Therefore, we examined whether improvements in parenting are associated with changes in child behaviour and functional outcomes, and how these associations vary based on parents' baseline parenting levels.MethodsWe collected individual participant data including 19 randomised controlled trials focusing on children with ADHD (n = 1,720). Immediate post‐intervention measures of child ADHD and oppositional behaviour severity, reported by parents and functional impairment reported by either the parent or probably masked clinicians, were treated as outcomes. We estimated pathways from intervention (vs. control) to child outcomes, via immediate post‐intervention parent reports of constructive parenting (e.g. praise), non‐constructive parenting (e.g. physical punishment) and parent–child affection (e.g. warmth), while controlling for baseline values of both child outcomes and parenting levels. Baseline values of each parenting variable were used as moderators of the mediated pathways.ResultsImprovements in parenting behaviours and parent–child affection immediately following the intervention jointly explained concurrent improvements in children's ADHD severity, oppositional behaviour and functional impairment. Furthermore, when reversing the direction of the pathways, improvements in all child outcomes jointly explained improvements in each aspect of parenting. Improvements in non‐constructive parenting and parent–child affection uniquely accounted for intervention effects on functional impairment, especially for families with higher baseline levels of non‐constructive parenting.ConclusionsOur findings might indicate that improvements in both the behavioural and affective aspects of parenting are associated with concurrent reductions in child behaviour problems and functional impairment. However, more research is necessary to explore the potential causal directionality between parenting and child outcomes. Nonetheless, supporting families with poorer parenting skills may be especially important, as reductions in non‐constructive parenting in these families are linked to stronger treatment effects on child functional impairment.
{"title":"Research Review: Mechanisms of change and between‐family differences in parenting interventions for children with ADHD – an individual participant data meta‐analysis","authors":"Constantina Psyllou, Marjolein Luman, Barbara J. van den Hoofdakker, Saskia Van der Oord, Asma Aghebati, Bianca Boyer, Jan Buitelaar, Andrea Chronis‐Tuscano, David Daley, Tycho J. Dekkers, George J. DuPaul, Gregory A. Fabiano, Maite Ferrin, Nike Franke, Naama Gershy Tsahor, Elizabeth Harvey, Timo Hennig, Sharonne Herbert, Pieter J. Hoekstra, Lee Kern, Jennifer A. Mautone, Amori Yee Mikami, Sébastien Normand, Linda J. Pfiffner, Shizuka Shimabukuro, Satyam Antonio Schramm, Julie B. Schweitzer, Margaret H. Sibley, Edmund Sonuga‐Barke, Catherine Thompson, Margaret J. Thompson, Gail Tripp, Carolyn Webster‐Stratton, Yuhuan Xie, Patty Leijten, Annabeth P. Groenman","doi":"10.1111/jcpp.14120","DOIUrl":"https://doi.org/10.1111/jcpp.14120","url":null,"abstract":"BackgroundUnderstanding the mechanisms of change and between‐family differences in behavioural parenting interventions for children with attention‐deficit/hyperactivity disorder (ADHD) may help personalise interventions. Therefore, we examined whether improvements in parenting are associated with changes in child behaviour and functional outcomes, and how these associations vary based on parents' baseline parenting levels.MethodsWe collected individual participant data including 19 randomised controlled trials focusing on children with ADHD (<jats:italic>n</jats:italic> = 1,720). Immediate post‐intervention measures of child ADHD and oppositional behaviour severity, reported by parents and functional impairment reported by either the parent or probably masked clinicians, were treated as outcomes. We estimated pathways from intervention (vs. control) to child outcomes, via immediate post‐intervention parent reports of constructive parenting (e.g. praise), non‐constructive parenting (e.g. physical punishment) and parent–child affection (e.g. warmth), while controlling for baseline values of both child outcomes and parenting levels. Baseline values of each parenting variable were used as moderators of the mediated pathways.ResultsImprovements in parenting behaviours and parent–child affection immediately following the intervention jointly explained concurrent improvements in children's ADHD severity, oppositional behaviour and functional impairment. Furthermore, when reversing the direction of the pathways, improvements in all child outcomes jointly explained improvements in each aspect of parenting. Improvements in non‐constructive parenting and parent–child affection uniquely accounted for intervention effects on functional impairment, especially for families with higher baseline levels of non‐constructive parenting.ConclusionsOur findings might indicate that improvements in both the behavioural and affective aspects of parenting are associated with concurrent reductions in child behaviour problems and functional impairment. However, more research is necessary to explore the potential causal directionality between parenting and child outcomes. Nonetheless, supporting families with poorer parenting skills may be especially important, as reductions in non‐constructive parenting in these families are linked to stronger treatment effects on child functional impairment.","PeriodicalId":187,"journal":{"name":"Journal of Child Psychology and Psychiatry","volume":"11 1","pages":""},"PeriodicalIF":7.6,"publicationDate":"2025-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143192048","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
A recent publication in the Journal of Child Psychology and Psychiatry examined the role of executive functioning in treatment outcomes and engagement for adolescents receiving cognitive behavioral therapy (CBT) for binge eating. While some executive functioning facets, such as impulsive decision making and cognitive flexibility, predicted eating and weight outcomes in this sample, others including inhibition, sustained attention, and parent‐reported global executive functioning scores did not. Interestingly, none of the executive functioning measures related to attrition in this study. This commentary highlights the importance of conducting research in youth with binge eating and why investigating potential moderators to enhance treatment outcomes matters. The role of parents as well as mHealth adaptations are noted. Practical clinical considerations and avenues for further research are discussed. Additional randomized clinical trials and high‐quality replicable studies are needed to determine if enhancing executive functioning prior to initiating psychotherapy can improve outcomes for this population.
{"title":"Strengthening executive functioning to disrupt binge eating in youth – a commentary on Goldschmidt et al. (2024)","authors":"Brittany Matheson","doi":"10.1111/jcpp.14127","DOIUrl":"https://doi.org/10.1111/jcpp.14127","url":null,"abstract":"A recent publication in the <jats:italic>Journal of Child Psychology and Psychiatry</jats:italic> examined the role of executive functioning in treatment outcomes and engagement for adolescents receiving cognitive behavioral therapy (CBT) for binge eating. While some executive functioning facets, such as impulsive decision making and cognitive flexibility, predicted eating and weight outcomes in this sample, others including inhibition, sustained attention, and parent‐reported global executive functioning scores did not. Interestingly, none of the executive functioning measures related to attrition in this study. This commentary highlights the importance of conducting research in youth with binge eating and why investigating potential moderators to enhance treatment outcomes matters. The role of parents as well as mHealth adaptations are noted. Practical clinical considerations and avenues for further research are discussed. Additional randomized clinical trials and high‐quality replicable studies are needed to determine if enhancing executive functioning prior to initiating psychotherapy can improve outcomes for this population.","PeriodicalId":187,"journal":{"name":"Journal of Child Psychology and Psychiatry","volume":"19 1","pages":""},"PeriodicalIF":7.6,"publicationDate":"2025-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143192049","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Kaniusonyte and Laursen (2024) make an important contribution to our understanding of parental prohibitions of peer relationships and their relationship to other aspects of adolescent social functioning. This commentary develops several possible extensions to this interesting line of research with a goal of more specifically identifying the mechanisms that account for the relationships between prohibitions and adolescents' peer adjustment. Future investigations can build on this research by considering the role of conflict between parents and adolescents as a potential mediator or moderator in the process of prohibiting and considering the meaning of restrictive peer access to adolescents' peers across the developmental period. Further, investigations could consider daily diary and observational approaches to expand the field to better understand prohibitions at a microlevel. The commentary also encourages investigators to more fully examine bidirectionality, specifically child effects, which have received relatively little attention in this area.
{"title":"Parents' prohibitions of peer relationships: why do they undermine social adjustment? A commentary on Kaniusonyte and Laursen (2024).","authors":"Nina S Mounts","doi":"10.1111/jcpp.14121","DOIUrl":"https://doi.org/10.1111/jcpp.14121","url":null,"abstract":"<p><p>Kaniusonyte and Laursen (2024) make an important contribution to our understanding of parental prohibitions of peer relationships and their relationship to other aspects of adolescent social functioning. This commentary develops several possible extensions to this interesting line of research with a goal of more specifically identifying the mechanisms that account for the relationships between prohibitions and adolescents' peer adjustment. Future investigations can build on this research by considering the role of conflict between parents and adolescents as a potential mediator or moderator in the process of prohibiting and considering the meaning of restrictive peer access to adolescents' peers across the developmental period. Further, investigations could consider daily diary and observational approaches to expand the field to better understand prohibitions at a microlevel. The commentary also encourages investigators to more fully examine bidirectionality, specifically child effects, which have received relatively little attention in this area.</p>","PeriodicalId":187,"journal":{"name":"Journal of Child Psychology and Psychiatry","volume":" ","pages":""},"PeriodicalIF":6.5,"publicationDate":"2025-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143062567","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}