From personalized medicine to population health: a survey of mHealth sensing techniques

Z Wang, H Xiong, J Zhang, S Yang… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
Mobile sensing systems have been widely used as a practical approach to collect
behavioral and health-related information from individuals and to provide timely intervention …

Developments in mobile health just-in-time adaptive interventions for addiction science

SM Carpenter, M Menictas, I Nahum-Shani… - Current addiction …, 2020 - Springer
Abstract Purpose of Review Addiction is a serious and prevalent problem across the globe.
An important challenge facing intervention science is how to support addiction treatment and …

Meeting users where they are: user-centered design of an automated text messaging tool to support the mental health of young adults

R Kornfield, J Meyerhoff, H Studd… - Proceedings of the …, 2022 - dl.acm.org
Young adults have high rates of mental health conditions, but most do not want or cannot
access formal treatment. We therefore recruited young adults with depression or anxiety …

Exploring the lived experience of behavior change technologies: Towards an existential model of behavior change for HCI

A Rapp, A Boldi - ACM Transactions on Computer-Human Interaction, 2023 - dl.acm.org
The majority of behavior change and persuasive technologies are exclusively addressed to
modify a specific behavior. However, the focus on behavior may cloud the “existential …

[HTML][HTML] Developing an adaptive mobile intervention to address risky substance use among adolescents and emerging adults: usability study

LN Coughlin, I Nahum-Shani… - JMIR mHealth and …, 2021 - mhealth.jmir.org
Background: Substance use among adolescents and emerging adults continues to be an
important public health problem associated with morbidity and mortality. Mobile health …

Toward data-driven digital therapeutics analytics: Literature review and research directions

U Lee, G Jung, EY Ma, J San Kim, H Kim… - IEEE/CAA Journal of …, 2023 - ieeexplore.ieee.org
With the advent of digital therapeutics (DTx), the development of software as a medical
device (SaMD) for mobile and wearable devices has gained significant attention in recent …

[HTML][HTML] A multiple health behavior change, self-monitoring mobile app for adolescents: development and usability study of the Health4Life app

L Thornton, LA Gardner, B Osman, O Green… - JMIR formative …, 2021 - formative.jmir.org
Background The link between chronic diseases and the Big 6 lifestyle risk behaviors (ie,
poor diet, physical inactivity, smoking, alcohol use, sedentary recreational screen time, and …

Engagement with mental health screening on mobile devices: Results from an antenatal feasibility study

K Doherty, J Marcano-Belisario, M Cohn… - Proceedings of the …, 2019 - dl.acm.org
Perinatal depression (PND) affects up to 15% of women within the United Kingdom and has
a lasting impact on a woman's quality of life, birth outcomes and her child's development …

Optimizing digital integrated care via micro‐randomized trials

A Walton, I Nahum‐Shani, L Crosby… - Clinical …, 2018 - Wiley Online Library
Mobile health (mHealth) interventions are a promising tool in providing digitally mediated
integrative care. They can extend care outside of the clinic by providing reminders to take …

Intelligentpooling: Practical thompson sampling for mhealth

S Tomkins, P Liao, P Klasnja, S Murphy - Machine learning, 2021 - Springer
In mobile health (mHealth) smart devices deliver behavioral treatments repeatedly over time
to a user with the goal of helping the user adopt and maintain healthy behaviors …