4.7 Article

Use of Consumer Wearables in Health Research: Issues and Considerations

Related references

Note: Only part of the references are listed.
Editorial Material Clinical Neurology

The Tale of Orthosomnia: I Am so Good at Sleeping that I Can Do It with My Eyes Closed and My Fitness Tracker on Me

Haitham Jahrami et al.

NATURE AND SCIENCE OF SLEEP (2023)

Review Psychiatry

The Use of Sensors to Detect Anxiety for In-the-Moment Intervention: Scoping Review

Rosie Dobson et al.

Summary: The role of sensors in detecting the physiological signs of anxiety and directing interventions for its management is examined in this scoping review. The review indicates that sensors have the potential to be a useful tool in detecting anxiety and facilitating the implementation of control mechanisms to reduce anxiety and improve mood. However, further research is needed to understand the acceptability and effectiveness of this type of intervention.

JMIR MENTAL HEALTH (2023)

Article Medical Informatics

Wearable devices: underrepresentation in the ageing society

Ta-Wei Guu et al.

Lancet Digital Health (2023)

Review Health Care Sciences & Services

The Impact of Wearable Technologies in Health Research: Scoping Review

Sophie Huhn et al.

Summary: This review examines the current usage of affordable wearable devices in health research. The findings show that wearables have been widely applied in fields such as COVID-19 prediction, fertility tracking, heat-related illness, drug effects, and psychological interventions. However, there is a lack of research on wearable devices in low-resource contexts.

JMIR MHEALTH AND UHEALTH (2022)

Review Health Care Sciences & Services

Use of Mobile and Wearable Artificial Intelligence in Child and Adolescent Psychiatry: Scoping Review

Victoria Welch et al.

Summary: This scoping review focused on the potential applications of wearable devices in diagnosing and managing psychiatric disorders in children and adolescents, but revealed a lack of randomized controlled trials as the main gap.

JOURNAL OF MEDICAL INTERNET RESEARCH (2022)

Article Chemistry, Analytical

Technical, Regulatory, Economic, and Trust Issues Preventing Successful Integration of Sensors into the Mainstream Consumer Wearables Market

Jaime K. Devine et al.

Summary: This perspective article discusses logistical considerations for integrating wearable sensors into a commercial integrated health monitoring system, with a focus on sleep tracking technology.

SENSORS (2022)

Letter Cardiac & Cardiovascular Systems

Trends in Consumer Wearable Devices With Cardiac Sensors in a Primary Care Cohort

Mostafa A. Al-Alusi et al.

CIRCULATION-CARDIOVASCULAR QUALITY AND OUTCOMES (2022)

Article Cardiac & Cardiovascular Systems

Ethical Challenges With Smartwatch-Based Screening for Atrial Fibrillation: Putting Users at Risk for Marketing Purposes?

Christopher Predel et al.

Summary: The ethical challenges associated with screening for atrial fibrillation using smartwatches involve ensuring the principles of beneficence, non-maleficence, justice, and autonomy, as well as the potential harm from false-positive results and impact on the doctor-patient relationship.

FRONTIERS IN CARDIOVASCULAR MEDICINE (2021)

Review Chemistry, Analytical

Wearable Devices Suitable for Monitoring Twenty Four Hour Heart Rate Variability in Military Populations

Katrina Hinde et al.

Summary: Heart rate variability (HRV) measurements provide insights into the autonomic nervous system and sympathetic activity balance. High HRV indicates good adaptability, while low HRV may signal fatigue, overtraining, or health issues. The Polar H10 stands out as the most accurate wearable device currently available, although it requires additional cost for data extraction without using an app.

SENSORS (2021)

Review Chemistry, Analytical

Smart Devices and Wearable Technologies to Detect and Monitor Mental Health Conditions and Stress: A Systematic Review

Blake Anthony Hickey et al.

Summary: Recent studies have shown an increase in the production of devices aimed at monitoring mental health and stress for quicker detection and management. Smart devices and wearable technologies are commonly used to detect anxiety, depression, and stress, with heart rate variability being a popular method for detecting anxiety and stress. However, the accuracy of commercially available smart devices in detecting stress and anxiety may not be as reliable as other physiological parameters such as heart rate variability.

SENSORS (2021)

Review Psychology, Multidisciplinary

Wearable technology and consumer interaction: A systematic review and research agenda

Joao J. Ferreira et al.

Summary: The study reveals a lack of integration between the micro and macro perspectives in the field of wearable technology research, leading to fragmentation and confusion. Future research could focus on promoting dialogue and integration between these two perspectives to drive research on wearables and consumer interaction.

COMPUTERS IN HUMAN BEHAVIOR (2021)

Article Health Policy & Services

Wearable devices in healthcare: Privacy and information security issues

Liezel Cilliers

HEALTH INFORMATION MANAGEMENT JOURNAL (2020)

Review Psychology, Developmental

Annual Research Review: Adolescent mental health in the digital age: facts, fears, and future directions

Candice L. Odgers et al.

JOURNAL OF CHILD PSYCHOLOGY AND PSYCHIATRY (2020)

Review Psychiatry

Teenagers, screens and social media: a narrative review of reviews and key studies

Amy Orben

SOCIAL PSYCHIATRY AND PSYCHIATRIC EPIDEMIOLOGY (2020)

Article Automation & Control Systems

A comprehensive overview of smart wearables: The state of the art literature, recent advances, and future challenges

Naghmeh Niknejad et al.

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE (2020)

Article Health Care Sciences & Services

Patterns of Use and Key Predictors for the Use of Wearable Health Care Devices by US Adults: Insights from a National Survey

Ranganathan Chandrasekaran et al.

JOURNAL OF MEDICAL INTERNET RESEARCH (2020)

Review Health Care Sciences & Services

Guidelines for wrist-worn consumer wearable assessment of heart rate in biobehavioral research

Benjamin W. Nelson et al.

NPJ DIGITAL MEDICINE (2020)

Review Health Care Sciences & Services

Harnessing consumer smartphone and wearable sensors for clinical cancer research

Carissa A. Low

NPJ DIGITAL MEDICINE (2020)

Review Psychology, Developmental

A systematic review: the influence of social media on depression, anxiety and psychological distress in adolescents

Betul Keles et al.

INTERNATIONAL JOURNAL OF ADOLESCENCE AND YOUTH (2020)

Article Social Sciences, Interdisciplinary

Interpretation as luxury: Heart patients living with data doubt, hope, and anxiety

Stine Lomborg et al.

BIG DATA & SOCIETY (2020)

Article Public, Environmental & Occupational Health

Fitness Wearables and Exercise Dependence in College Women: Considerations for University Health Education Specialists

Sarah R. Blackstone et al.

AMERICAN JOURNAL OF HEALTH EDUCATION (2020)

Article Health Care Sciences & Services

Using Fitness Trackers and Smartwatches to Measure Physical Activity in Research: Analysis of Consumer Wrist-Worn Wearables

Andre Henriksen et al.

JOURNAL OF MEDICAL INTERNET RESEARCH (2018)

Review Physiology

How consumer physical activity monitors could transform human physiology research

Stephen P. Wright et al.

AMERICAN JOURNAL OF PHYSIOLOGY-REGULATORY INTEGRATIVE AND COMPARATIVE PHYSIOLOGY (2017)

Article Computer Science, Information Systems

Opportunities and challenges in the use of personal health data for health research

Matthew J. Bietz et al.

JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION (2016)