Potential and Pitfalls of Mobile Mental Health Apps in Traditional Treatment: An Umbrella Review

Review Nursing

User perceptions of mobile digital apps for mental health: Acceptability and usability - An integrative review

Amy Hai Yan Chan et al.

Summary: Consumers generally have a positive view towards mobile mental health apps, but factors such as ease of use, usefulness of content, and privacy considerations need to be addressed to maximize and sustain app engagement.

JOURNAL OF PSYCHIATRIC AND MENTAL HEALTH NURSING (2022)

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Review Health Care Sciences & Services

Implementation of Cognitive Behavioral Therapy in e-Mental Health Apps: Literature Review

Kerstin Denecke et al.

Summary: This study aims to identify the therapeutic aspects of CBT that have been implemented in existing mHealth apps and the technologies used, aiming to help patients self-manage and self-monitor their mental state.

JOURNAL OF MEDICAL INTERNET RESEARCH (2022)

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Review Multidisciplinary Sciences

Effectiveness of digital mental health interventions for university students: an umbrella review

Sophia Harith et al.

Summary: Digital health interventions have shown positive effects on the mental health of university students, particularly web-based and skills-training interventions. However, the effectiveness of interventions using virtual reality and relaxation, exposure-based therapy remains inconclusive. Therefore, a more systematic approach is needed to test and report the effectiveness of digital mental health interventions.

PEERJ (2022)

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Article Psychology, Social

Help-Seeking Tendencies and Subjective Well-Being: A Cross-Cultural Comparison of the United States and Japan

Verity Y. Q. Lua et al.

Summary: This study found that help-seeking tendencies are positively associated with subjective well-being in independence-preferring countries, but negatively associated in interdependence-preferring countries.

SOCIAL PSYCHOLOGY QUARTERLY (2022)

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Article Health Care Sciences & Services

User Experience, Engagement, and Popularity in Mental Health Apps: Secondary Analysis of App Analytics and Expert App Reviews

Benjamin T. Kaveladze et al.

Summary: The study found that more popular mental health apps receive higher user experience ratings. However, user experience does not predict sustained engagement with mental health apps.

JMIR HUMAN FACTORS (2022)

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Article Psychiatry

Mobile Apps That Promote Emotion Regulation, Positive Mental Health, and Well-being in the General Population: Systematic Review and Meta-analysis

Mia Eisenstadt et al.

Summary: Research on MHapps that promote emotion regulation, positive mental health, and well-being suggests that these apps have a small to medium effect in reducing mental health symptoms, improving well-being, and enhancing emotion regulation compared to control groups. However, most studies were assessed to have unclear or high risk of bias, or to be of medium to low methodological quality. Further robust research is warranted to guide the development and testing of evidence-based programs, given the rapid release of MHapps.

JMIR MENTAL HEALTH (2021)

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Review Family Studies

Mental health apps for adolescents and young adults: A systematic review of randomised controlled trials

Teghan Leech et al.

Summary: Smartphone apps show promise as a stand-alone self-management tool in mental health service delivery, producing significant symptom improvement. While longer-term benefits are still uncertain, some individual studies show positive trends up to 6 months post. Further controlled trials with follow-up data are needed to confirm these findings.

CHILDREN AND YOUTH SERVICES REVIEW (2021)

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Review Health Care Sciences & Services

A Systematic Literature Review on e-Mental Health Solutions to Assist Health Care Workers During COVID-19

Nidal Drissi et al.

Summary: This study identified e-mental health interventions developed for HCWs during the COVID-19 pandemic through a systematic literature review. The interventions included social media platforms, e-learning content, online resources, and mobile applications. Although most studies reported positive feedback, challenges and limitations, especially in terms of empirical evaluation, were noted.

TELEMEDICINE AND E-HEALTH (2021)

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Review Public, Environmental & Occupational Health

Needs, gaps and opportunities for standard and e-mental health care among at-risk populations in the Asia Pacific in the context of COVID-19: a rapid scoping review

Jill K. Murphy et al.

Summary: The COVID-19 pandemic is expected to have a profound impact on mental health in the APEC region, with certain populations at higher risk of negative impacts. The shift to e-mental health and digital technologies has emphasized the need for equitable mental health care delivery.

INTERNATIONAL JOURNAL FOR EQUITY IN HEALTH (2021)

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Review Psychiatry

The emergence of digital mental health in low-income and middle-income countries: A review of recent advances and implications for the treatment and prevention of mental disorders

Helena Carter et al.

Summary: This review assesses the scientific evidence of digital mental health interventions in LMICs, finding that most studies involved online interventions with positive feasibility and acceptability effects, especially for depression and mood disorders.

JOURNAL OF PSYCHIATRIC RESEARCH (2021)

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Article Health Care Sciences & Services

Traditional and Nontraditional Mental Healthcare Services: Usage and Preferences Among Adolescents and Younger Adults

Katherine A. Cohen et al.

Summary: Research findings indicate that while usage rates of nontraditional mental health services are high, traditional services are still the most commonly used. Participants also showed a high willingness to use nontraditional services, but the highest willingness was reported for traditional services. The integration of nontraditional services with traditional services may have a significant impact on young people.

JOURNAL OF BEHAVIORAL HEALTH SERVICES & RESEARCH (2021)

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Review Psychology, Clinical

Digital mental health in China: a systematic review

Xiaolong Zhang et al.

Summary: This study aims to investigate the effectiveness, acceptability, usability, and safety of digital health technologies for people with mental health problems in China, finding that DHTs are widely accepted and usable among Chinese people with mental health problems, but conclusions about their efficacy are lacking due to study heterogeneity and a paucity of controlled trial research.

PSYCHOLOGICAL MEDICINE (2021)

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Review Environmental Sciences

Research Trends on Mobile Mental Health Application for General Population: A Scoping Review

Won Ju Hwang et al.

Summary: This study systematically examined the effects and results of mental health mobile apps for the general adult population. The results showed that these apps can effectively reduce stress, depression, and anxiety, as well as have a positive impact on well-being. Further research and practices are needed to develop more apps based on theoretical knowledge and well-designed research, to promote evidence-based mHealth for mental health, and to expand the application of mental health services to various populations through RCT studies.

INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH (2021)

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Review Health Care Sciences & Services

Barriers to and Facilitators of User Engagement With Digital Mental Health Interventions: Systematic Review

Judith Borghouts et al.

Summary: Digital mental health interventions (DMHIs) deliver mental health support via technologies such as mobile apps, offering increased access to mental health support and demonstrating effectiveness in improving symptoms. User engagement with DMHIs varies, with barriers such as severe mental health issues, technical issues, and lack of personalization, and facilitators including social connectedness, increased health insight, and feeling of control over one's own health. These factors can guide the evaluation and design of DMHIs to enhance user engagement and support mental health.

JOURNAL OF MEDICAL INTERNET RESEARCH (2021)

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Review Psychiatry

The Application of e-Mental Health in Response to COVID-19: Scoping Review and Bibliometric Analysis

Louise A. Ellis et al.

Summary: The COVID-19 pandemic has accelerated the development of e-mental health programs and services, with a focus on nonempirical articles such as commentaries and opinions. Further research is needed to support the implementation of e-mental health across system and service infrastructures.

JMIR MENTAL HEALTH (2021)

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Review Psychiatry

Examining the Effectiveness of Gamification in Mental Health Apps for Depression: Systematic Review and Meta-analysis

Stephanie G. Six et al.

Summary: The results of the meta-analysis show that both mental health apps with and without gamification elements are effective in reducing depressive symptoms. There was no significant difference in the effectiveness of mental health apps with gamification elements on depressive symptoms or intervention adherence. This research has important clinical implications for understanding how gamification elements influence the effectiveness of mental health apps on depressive symptoms.

JMIR MENTAL HEALTH (2021)

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Review Psychiatry

Evidence on Digital Mental Health Interventions for Adolescents and Young People: Systematic Overview

Susanna Lehtimaki et al.

Summary: This review aims to synthesize current evidence on digital health interventions targeting adolescents and young people aged between 10-24 years with mental health conditions, focusing on effectiveness, cost-effectiveness, and generalizability to low-resource settings.

JMIR MENTAL HEALTH (2021)

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Review Health Care Sciences & Services

Digital Mental Health for Young People: A Scoping Review of Ethical Promises and Challenges

Blanche Wies et al.

Summary: As digital health technology advances, digital mental health has become a topic of growing interest, particularly for younger populations. Challenges such as the lack of technical and medical standards, ethical concerns, and data privacy vulnerabilities exist, but digital mental health shows promise in improving mental health for young people.

FRONTIERS IN DIGITAL HEALTH (2021)

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Article Social Sciences, Interdisciplinary

Digital Overload among College Students: Implications for Mental Health App Use

Arielle C. Smith et al.

Summary: College students' use of mental health apps is influenced by digital overload and phone use preferences, with notifications often ignored. While users employ organizational strategies to reduce the negative effects of digital overload, adding notifications to mental health apps may not significantly improve engagement unless other factors, such as user motivation and preferences, are considered.

SOCIAL SCIENCES-BASEL (2021)

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Review Psychology, Multidisciplinary

A critical review on the moderating role of contextual factors in the associations between video gaming and well-being

Andree Hartanto et al.

Summary: The impact of video games on players' well-being presents a paradox that researchers should consider contextual factors to understand. Social context, game type, motivation, time, and amount all play a role in how video gaming affects well-being outcomes.

COMPUTERS IN HUMAN BEHAVIOR REPORTS (2021)

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Review Psychiatry

Clinical or gimmickal: The use and effectiveness of mobile mental health apps for treating anxiety and depression

Jamie M. Marshall et al.

AUSTRALIAN AND NEW ZEALAND JOURNAL OF PSYCHIATRY (2020)

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Article Health Care Sciences & Services

Insights from user reviews to improve mental health apps

Felwah Alqahtani et al.

HEALTH INFORMATICS JOURNAL (2020)

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Review Health Care Sciences & Services

Technological State of the Art of Electronic Mental Health Interventions for Major Depressive Disorder: Systematic Literature Review

Franziska Burger et al.

JOURNAL OF MEDICAL INTERNET RESEARCH (2020)

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Article Computer Science, Cybernetics

Designing a Scalable, Accessible, and Effective Mobile App Based Solution for Common Mental Health Problems

Seung Wan Ha et al.

INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION (2020)

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Review Health Care Sciences & Services

Android and iPhone Mobile Apps for Psychosocial Wellness and Stress Management: Systematic Search in App Stores and Literature Review

Nancy Lau et al.

JMIR MHEALTH AND UHEALTH (2020)

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Article Public, Environmental & Occupational Health

Digital Mental Health Tools for Caregivers of Older Adults-A Scoping Review

Milica Petrovic et al.

FRONTIERS IN PUBLIC HEALTH (2020)

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Review Psychiatry

The Therapeutic Alliance in Digital Mental Health Interventions for Serious Mental Illnesses: Narrative Review

Hailey Tremain et al.

JMIR MENTAL HEALTH (2020)

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Review Health Care Sciences & Services

Engaging Children and Young People in Digital Mental Health Interventions: Systematic Review of Modes of Delivery, Facilitators, and Barriers

Shaun Liverpool et al.

JOURNAL OF MEDICAL INTERNET RESEARCH (2020)

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Article Health Care Sciences & Services

Psychological Screening and Tracking of Athletes and Digital Mental Health Solutions in a Hybrid Model of Care: Mini Review

Luke Balcombe et al.

JMIR FORMATIVE RESEARCH (2020)

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Review Psychology, Clinical

The effect of e-mental health interventions on academic performance in university and college students: A meta-analysis of randomized controlled trials

F. Bolinski et al.

INTERNET INTERVENTIONS-THE APPLICATION OF INFORMATION TECHNOLOGY IN MENTAL AND BEHAVIOURAL HEALTH (2020)

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Review Computer Science, Information Systems

Using Machine Learning and Thematic Analysis Methods to Evaluate Mental Health Apps Based on User Reviews

Oladapo Oyebode et al.

IEEE ACCESS (2020)

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Review Health Care Sciences & Services

Digital Mental Health Interventions for Depression, Anxiety, and Enhancement of Psychological Well-Being Among College Students: Systematic Review

Emily G. Lattie et al.

JOURNAL OF MEDICAL INTERNET RESEARCH (2019)

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Review Psychiatry

What Works and What Doesn't Work? A Systematic Review of Digital Mental Health Interventions for Depression and Anxiety in Young People

Sandra Garrido et al.

FRONTIERS IN PSYCHIATRY (2019)

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Article Medical Informatics

Can Your Phone Be Your Therapist? Young People's Ethical Perspectives on the Use of Fully Automated Conversational Agents (Chatbots) in Mental Health Support

Kira Kretzschmar et al.

BIOMEDICAL INFORMATICS INSIGHTS (2019)

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Review Psychiatry

Digital mental health apps and the therapeutic alliance: initial review

Philip Henson et al.

BJPSYCH OPEN (2019)

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Review Psychology, Clinical

Veterans Affairs and the Department of Defense Mental Health Apps: A Systematic Literature Review

Christine E. Gould et al.

PSYCHOLOGICAL SERVICES (2019)

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Article Health Policy & Services

A Hierarchical Framework for Evaluation and Informed Decision Making Regarding Smartphone Apps for Clinical Care

John Blake Torous et al.

PSYCHIATRIC SERVICES (2018)

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Editorial Material Psychiatry

Editorial: Computers and Games for Mental Health and Well-Being

Yasser Khazaal et al.

FRONTIERS IN PSYCHIATRY (2018)

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Review Psychiatry

Clinical review of user engagement with mental health smartphone apps: evidence, theory and improvements

John Torous et al.

EVIDENCE-BASED MENTAL HEALTH (2018)

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Article Psychiatry

The efficacy of smartphone-based mental health interventions for depressive symptoms: a meta-analysis of randomized controlled trials

Joseph Firth et al.

WORLD PSYCHIATRY (2017)

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Review Psychiatry

A Systematic Review and Meta-Analysis of e-Mental Health Interventions to Treat Symptoms of Posttraumatic Stress

Sara Simblett et al.

JMIR MENTAL HEALTH (2017)

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Review Family Studies

A scoping literature review of service-level barriers for access and engagement with mental health services for children and young people

Joanna K. Anderson et al.

CHILDREN AND YOUTH SERVICES REVIEW (2017)

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Article Multidisciplinary Sciences

A Systematic Assessment of Smartphone Tools for Suicide Prevention

Mark Erik Larsen et al.

PLOS ONE (2016)

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Review Psychiatry

Mental Health Smartphone Apps: Review and Evidence-Based Recommendations for Future Developments

David Bakker et al.

JMIR MENTAL HEALTH (2016)

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Article Psychology, Social

Smartphone Applications for Mental Health

Ana Radovic et al.

CYBERPSYCHOLOGY BEHAVIOR AND SOCIAL NETWORKING (2016)

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Review Health Care Sciences & Services

Mobile Apps for Bipolar Disorder: A Systematic Review of Features and Content Quality

Jennifer Nicholas et al.

JOURNAL OF MEDICAL INTERNET RESEARCH (2015)

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Article Health Care Sciences & Services

Towards a Framework for Evaluating Mobile Mental Health Apps

Steven Chan et al.

TELEMEDICINE AND E-HEALTH (2015)

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Article Health Care Sciences & Services

Towards a Framework for Evaluating Mobile Mental Health Apps

Steven Chan et al.

TELEMEDICINE AND E-HEALTH (2015)

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Article Social Sciences, Interdisciplinary

Putting Technology Into Youth Mental Health Practice: Young People's Perspectives

Alice E. Montague et al.

SAGE OPEN (2015)

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Article Psychology, Multidisciplinary

The Smart Therapist: A Look to the Future of Smartphones and mHealth Technologies in Psychotherapy

Bonnie A. Clough et al.

PROFESSIONAL PSYCHOLOGY-RESEARCH AND PRACTICE (2015)

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Review Health Policy & Services

E-Mental Health: A Rapid Review of the Literature

Shalini Lal et al.

PSYCHIATRIC SERVICES (2014)

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Article Psychology, Social

Youth Mental Health Interventions via Mobile Phones: A Scoping Review

Yukari Seko et al.

CYBERPSYCHOLOGY BEHAVIOR AND SOCIAL NETWORKING (2014)

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Article Psychology, Clinical

mHealth: A Mechanism to Deliver More Accessible, More Effective Mental Health Care

Matthew Price et al.

CLINICAL PSYCHOLOGY & PSYCHOTHERAPY (2014)

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Article Psychiatry

Patient Smartphone Ownership and Interest in Mobile Apps to Monitor Symptoms of Mental Health Conditions: A Survey in Four Geographically Distinct Psychiatric Clinics

John Torous et al.

JMIR MENTAL HEALTH (2014)

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Article Medicine, General & Internal

Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement

David Moher et al.

BMJ-BRITISH MEDICAL JOURNAL (2009)

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Potential and Pitfalls of Mobile Mental Health Apps in Traditional Treatment: An Umbrella Review

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