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Apps and Digital Resources for Child Neurodevelopment, Mental Health, and Well-Being: Review, Evaluation, and Reflection on Current Resources
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Apps and Digital Resources for Child Neurodevelopment, Mental Health, and Well-Being: Review, Evaluation, and Reflection on Current Resources (2025)Apps and Digital Resources for Child Neur…Current evidence on the efficacy of mental health smartphone apps for symptoms of depression and anxiety. A meta‐analysis of 176 randomized controlled trials (2024)Current evidence on the effic…The role of gamification in digital mental health (2023)The role of gamification in d…Standardising the role of a digital navigator in behavioural health: a systematic review (2023)Standardising the role of a d…Technology and Mental Health: State of the Art for Assessment and Treatment (2022)Technology and Mental Health:…Assessment of Mental Health Services Available Through Smartphone Apps (2022)Assessment of Mental Health S…The growing field of digital psychiatry: current evidence and the future of apps, social media, chatbots, and virtual reality (2021)The growing field of digital …Review: Mental health impacts of the COVID‐19 pandemic on children and youth – a systematic review (2021)Review: Mental health impacts…Individualized Intervention to Support Mental Health Recovery Through Implementation of Digital Tools into Clinical Care: Feasibility Study (2021)Individualized Intervention t…Using science to sell apps: Evaluation of mental health app store quality claims (2019)Using science to sell apps: E…Standalone smartphone apps for mental health—a systematic review and meta-analysis (2019)Standalone smartphone apps fo…Augmenting Mental Health in Primary Care: A 1-Year Study of Deploying Smartphone Apps in a Multi-site Primary Care/Behavioral Health Integration Program (2019)Augmenting Mental Health in P…A systematic review of the effectiveness of mobile apps for monitoring and management of mental health symptoms or disorders (2018)A systematic review of the ef…Google Search as an Additional Source in Systematic Reviews (2017)Google Search as an Additiona…Annual Research Review: Digital health interventions for children and young people with mental health problems – a systematic and meta‐review (2016)Annual Research Review: Digit…Mining large-scale smartphone data for personality studies (2011)Mining large-scale smartphone…An Introduction to the Five‐Factor Model and Its Applications (1992)Internet paradox: A social technology that reduces social involvement and psychological well-being? (1998)A very brief measure of the Big-Five personality domains (2003)A Survey of Personality Computing (2014)Smartphone usage in the 21st century: who is active on WhatsApp? (2015)Predicting personality from patterns of behavior collected with smartphones (2020)Development of AMSTAR: a measurement tool to assess the methodological quality of systematic reviews (2007)Does tailoring matter? Meta-analytic review of tailored print health behavior change interventions. (2007)A taxonomy of behavior change techniques used in interventions. (2008)Mental Health Mobile Apps for Preadolescents and Adolescents: A Systematic Review (2017)Evidence on Digital Mental Health Interventions for Adolescents and Young People: Systematic Overview (2021)The Role of Google Scholar in Evidence Reviews and Its Applicability to Grey Literature Searching (2015)Corporal punishment, discipline and social norms: A systematic review in low- and middle-income countries (2020)From decarbonization to low carbon development and transition: A systematic literature review of the conceptualization of moving toward net-zero carbon dioxide emission (1995–2019) (2020)The Social Impact of Generative AI: An Analysis on ChatGPT (2023)mHealth: A Mechanism to Deliver More Accessible, More Effective Mental Health Care (2013)Smartphones for Smarter Delivery of Mental Health Programs: A Systematic Review (2013)Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015 statement (2015)Smartphones in mental health: a critical review of background issues, current status and future concerns (2020)Mobile Apps That Promote Emotion Regulation, Positive Mental Health, and Well-being in the General Population: Systematic Review and Meta-analysis (2021)Using AI chatbots to provide self-help depression interventions for university students: A randomized trial of effectiveness (2022)Can smartphone mental health interventions reduce symptoms of anxiety? A meta-analysis of randomized controlled trials (2017)The efficacy of smartphone‐based mental health interventions for depressive symptoms: a meta‐analysis of randomized controlled trials (2017)Clinical review of user engagement with mental health smartphone apps: evidence, theory and improvements (2018)Responsible AI—Two Frameworks for Ethical Design Practice (2020)The Need for a Mental Health Technology Revolution in the COVID-19 Pandemic (2020)Measuring inconsistency in meta-analyses (2003)The PRISMA Statement for Reporting Systematic Reviews and Meta-Analyses of Studies That Evaluate Health Care Interventions: Explanation and Elaboration (2009)Diagnostic and Statistical Manual of Mental Disorders (2013)Mobile Apps for Mental Health Issues: Meta-Review of Meta-Analyses (2020)Artificially intelligent chatbots in digital mental health interventions: a review (2021)Digital interventions for the treatment of depression: A meta-analytic review. (2021)Resilience definitions, theory, and challenges: interdisciplinary perspectives (2014)Rapid Systematic Review: The Impact of Social Isolation and Loneliness on the Mental Health of Children and Adolescents in the Context of COVID-19 (2020)The Fear of COVID-19 Scale: Development and Initial Validation (2020)A systematic review of the mental health changes of children and young people before and during the COVID-19 pandemic (2022)Eco-anxiety in children: A scoping review of the mental health impacts of the awareness of climate change (2022)Global burden of mental health problems among children and adolescents during COVID-19 pandemic: An umbrella review (2022)Interrater reliability: the kappa statistic (2012)Digital Mental Health and COVID-19: Using Technology Today to Accelerate the Curve on Access and Quality Tomorrow (2020)Mobile phone-based interventions for mental health: A systematic meta-review of 14 meta-analyses of randomized controlled trials (2022)The efficacy of mindfulness apps on symptoms of depression and anxiety: An updated meta-analysis of randomized controlled trials (2023)Hybrid care in mental health: a framework for understanding care, research, and future opportunities (2024)The Digital Navigator: Standardizing Human Technology Support in App-Integrated Clinical Care (2024)A power primer. (1992)Quantifying heterogeneity in a meta‐analysis (2002)Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement (2009)Systematic review and meta-analysis of adverse events in clinical trials of mental health apps (2024)Beyond the current state of just-in-time adaptive interventions in mental health: a qualitative systematic review (2025)Systematic review and meta-analysis of AI-based conversational agents for promoting mental health and well-being (2023)Towards a youth mental health paradigm: a perspective and roadmap (2023)The evolving field of digital mental health: current evidence and implementation issues for smartphone apps, generative artificial intelligence, and virtual reality (2025)
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References

  • 2021The growing field of digital psychiatry: current evidence and the future of apps, social media, chatbots, and virtual reality1,192 cited
  • 2021Review: Mental health impacts of the COVID‐19 pandemic on children and youth – a systematic review952 cited
  • 2016Annual Research Review: Digital health interventions for children and young people with mental health problems – a systematic and meta‐review840 cited
  • 2019Standalone smartphone apps for mental health—a systematic review and meta-analysis447 cited
  • 2011Mining large-scale smartphone data for personality studies381 cited
  • 2019Using science to sell apps: Evaluation of mental health app store quality claims334 cited
  • 2018A systematic review of the effectiveness of mobile apps for monitoring and management of mental health symptoms or disorders308 cited
  • 2024Current evidence on the efficacy of mental health smartphone apps for symptoms of depression and anxiety. A meta‐analysis of 176 randomized controlled trials213 cited
  • 2017Google Search as an Additional Source in Systematic Reviews113 cited
  • 2022Assessment of Mental Health Services Available Through Smartphone Apps106 cited
  • 2023Standardising the role of a digital navigator in behavioural health: a systematic review98 cited
  • 2019Augmenting Mental Health in Primary Care: A 1-Year Study of Deploying Smartphone Apps in a Multi-site Primary Care/Behavioral Health Integration Program71 cited
  • 2022Technology and Mental Health: State of the Art for Assessment and Treatment

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45 cited
  • 2023The role of gamification in digital mental health45 cited
  • 2021Individualized Intervention to Support Mental Health Recovery Through Implementation of Digital Tools into Clinical Care: Feasibility Study30 cited
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