This study explores the revolutionary potential of mental health trackers, which are cutting-edge digital technologies that have become essential in tackling the many issues surrounding psychological well-being in modern times. This study article delves into the various typologies and technological breakthroughs of mental health trackers, emphasizing their ability to empower people from all walks of life to actively monitor and nurture their mental health. The research results emphasize how mental health trackers might be used for purposes beyond the purview of conventional mental health services. These technologies allow users to learn vital self-knowledge by giving individualized insights and adjustable features, revealing trends in their emotional states, stress levels, and cognitive function. Additionally, the study explores how mental health monitors have the potential to revolutionize the field of mental health treatment today. These new solutions have the potential to improve early intervention and prevention, increase accessibility and inclusion, and cultivate a more compassionate and comprehensive approach to psychological well-being. As a result, this study sheds light on the tremendous importance of mental health trackers in guiding a future in which mental health is a critical pillar of our collective well-being.

Keywords: Health trackers, mental health, machine learning (ML), artificial intelligence (AI), self-awareness

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1. Cheng C, Ebrahimi OV. Gamification: a novel approach to mental health promotion. Curr Psychiatry Rep. 2023;25:577-586. DOI: 10.1007/s11920-023-01453-5.
2. Chronister J, Chou CC, Kwan KL, Lawton M, Silver K. The meaning of social support for persons with serious mental illness. Rehabil Psychol. 2015;60:232-245. DOI: 10.1037/rep0000038.
3. Gooding P. Mapping the rise of digital mental health technologies: Emerging issues for law and society. Int J Law Psychiatry. 2019;67:101498. DOI: 10.1016/j.ijlp.2019.101498.
4. Graham S, Depp C, Lee EE, Nebeker C, Tu X, Kim HC, Jeste DV. Artificial intelligence for mental health and mental illnesses: an overview. Curr Psychiatry Rep. 2019;21:116. DOI: 10.1007/s11920-019-1094-0.
5. Kang M, Chai K. Wearable sensing systems for monitoring mental health. Sensors (Basel). 2022;22:994. DOI: 10.3390/s22030994.
6. Malgaroli M, Hull TD, Zech JM, Althoff T. Natural language processing for mental health interventions: a systematic review and research framework. Transl Psychiatry. 2023;13:309. DOI: 10.1038/s41398-023-02592-2.
7. Nuffield Council on Bioethics. Bioethics briefing note: The role of technology in mental healthcare. London: Nuffield Council on Bioethics; 2022. Pages 1-9. Available from: https://www. org/assets/pdfs/The-role-of-technology-in-mental-healthcare.pdf.
8. Six SG, Byrne KA, Tibbett TP, Pericot-Valverde I. Examining the effectiveness of gamification in mental health apps for depression: systematic review and meta-analysis. JMIR Ment Health. 2021;8(11):e32199. DOI: 10.2196/32199.
9. Solaiman B, Malik A, Ghuloum S. Monitoring mental health: legal and ethical considerations of using artificial intelligence in psychiatric wards. Am J Law Med. 2023;49:250-266. DOI: 10.1017/amj.2023.30.
10. Srivastava K, Das RC, Chaudhury S. Virtual reality applications in mental health: challenges and perspectives. Ind Psychiatry J. 2014;23:83-85. DOI: 10.4103/0972-6748.151666.

This study explores the revolutionary potential of mental health trackers, which are cutting-edge digital technologies that have become essential in tackling the many issues surrounding psychological well-being in modern times. This study article delves into the various typologies and technological breakthroughs of mental health trackers, emphasizing their ability to empower people from all walks of life to actively monitor and nurture their mental health. The research results emphasize how mental health trackers might be used for purposes beyond the purview of conventional mental health services. These technologies allow users to learn vital self-knowledge by giving individualized insights and adjustable features, revealing trends in their emotional states, stress levels, and cognitive function. Additionally, the study explores how mental health monitors have the potential to revolutionize the field of mental health treatment today. These new solutions have the potential to improve early intervention and prevention, increase accessibility and inclusion, and cultivate a more compassionate and comprehensive approach to psychological well-being. As a result, this study sheds light on the tremendous importance of mental health trackers in guiding a future in which mental health is a critical pillar of our collective well-being.

Keywords: Health trackers, mental health, machine learning (ML), artificial intelligence (AI), self-awareness

🔒 This is a subscription article

Full text is available to subscribers and institutional members. Please choose an option below to access it.

1. Cheng C, Ebrahimi OV. Gamification: a novel approach to mental health promotion. Curr Psychiatry Rep. 2023;25:577-586. DOI: 10.1007/s11920-023-01453-5.
2. Chronister J, Chou CC, Kwan KL, Lawton M, Silver K. The meaning of social support for persons with serious mental illness. Rehabil Psychol. 2015;60:232-245. DOI: 10.1037/rep0000038.
3. Gooding P. Mapping the rise of digital mental health technologies: Emerging issues for law and society. Int J Law Psychiatry. 2019;67:101498. DOI: 10.1016/j.ijlp.2019.101498.
4. Graham S, Depp C, Lee EE, Nebeker C, Tu X, Kim HC, Jeste DV. Artificial intelligence for mental health and mental illnesses: an overview. Curr Psychiatry Rep. 2019;21:116. DOI: 10.1007/s11920-019-1094-0.
5. Kang M, Chai K. Wearable sensing systems for monitoring mental health. Sensors (Basel). 2022;22:994. DOI: 10.3390/s22030994.
6. Malgaroli M, Hull TD, Zech JM, Althoff T. Natural language processing for mental health interventions: a systematic review and research framework. Transl Psychiatry. 2023;13:309. DOI: 10.1038/s41398-023-02592-2.
7. Nuffield Council on Bioethics. Bioethics briefing note: The role of technology in mental healthcare. London: Nuffield Council on Bioethics; 2022. Pages 1-9. Available from: https://www. org/assets/pdfs/The-role-of-technology-in-mental-healthcare.pdf.
8. Six SG, Byrne KA, Tibbett TP, Pericot-Valverde I. Examining the effectiveness of gamification in mental health apps for depression: systematic review and meta-analysis. JMIR Ment Health. 2021;8(11):e32199. DOI: 10.2196/32199.
9. Solaiman B, Malik A, Ghuloum S. Monitoring mental health: legal and ethical considerations of using artificial intelligence in psychiatric wards. Am J Law Med. 2023;49:250-266. DOI: 10.1017/amj.2023.30.
10. Srivastava K, Das RC, Chaudhury S. Virtual reality applications in mental health: challenges and perspectives. Ind Psychiatry J. 2014;23:83-85. DOI: 10.4103/0972-6748.151666.