Bridging Innovation and Equity: Advancing Public Health Through Just-in-Time Adaptive Interventions

NH Zainal, X Liu, U Leong, X Yan… - Annual Review of …, 2024 - annualreviews.org
This review explores the transformative potential of just-in-time adaptive interventions
(JITAIs) as a scalable solution for addressing health disparities in underserved populations …

Microrandomized trials: developing just-in-time adaptive interventions for better public health

X Liu, N Deliu, B Chakraborty - American Journal of …, 2023 - ajph.aphapublications.org
Just-in-time adaptive interventions (JITAIs) represent an intervention design that adapts the
provision and type of support over time to an individual's changing status and contexts …

Advancing randomized controlled trial methodologies: The place of innovative trial design in eating disorders research

EG Ryan, CX Gao, KL Grantham… - … Journal of Eating …, 2024 - Wiley Online Library
Randomized controlled trials can be used to generate evidence on the efficacy and safety of
new treatments in eating disorders research. Many of the trials previously conducted in this …

[HTML][HTML] A text messaging intervention (StayWell at home) to counteract depression and anxiety during COVID-19 social distancing: pre-post study

A Aguilera, R Hernandez-Ramos… - JMIR Mental …, 2021 - mental.jmir.org
Background: Social distancing and stay-at-home orders are critical interventions to slow
down person-to-person transmission of COVID-19. While these societal changes help …

Taking the person seriously: Ethically aware IS research in the era of reinforcement learning-based personalization

T Greene, G Shmueli, S Ray - Journal of the Association for …, 2023 - aisel.aisnet.org
Advances in reinforcement learning and implicit data collection on large-scale commercial
platforms mark the beginning of a new era of personalization aimed at the adaptive control …

Mothers and Babies Virtual Group (MBVG) for perinatal Latina women: study protocol for a hybrid type-1 effectiveness-implementation randomized controlled trial

R Platt, S Polk, AZ Barrera, S Lara-Cinisomo… - Trials, 2024 - Springer
Abstract Background Immigrant Latinas (who are foreign-born but now reside in the USA)
are at greater risk for developing postpartum depression than the general perinatal …

[HTML][HTML] Effectiveness and implementation of a text messaging intervention to reduce depression and anxiety symptoms among Latinx and Non-Latinx white users …

AY Haro-Ramos, HP Rodriguez, A Aguilera - Behaviour research and …, 2023 - Elsevier
Text messaging interventions are increasingly used to help people manage depression and
anxiety. However, little is known about the effectiveness and implementation of these …

Cultural influence on COVID-19 cognitions and growth speed: The role of cultural collectivism

Many challenges faced by humans require large-scale cooperation for communal benefits.
We examined what motivates such cooperation in the context of social distancing and mask …

The effect of cognitive behavioral therapy text messages on mood: A micro-randomized trial

MR Arévalo Avalos, J Xu, CA Figueroa… - PLOS Digital …, 2024 - journals.plos.org
The StayWell at Home intervention, a 60-day text-messaging program based on Cognitive
Behavioral Therapy (CBT) principles, was developed to help adults cope with the adverse …

[PDF][PDF] Unleashing the Potential of Reinforcement Learning for Personalizing Behavioral Transformations with Digital Therapeutics: A Systematic Literature Review.

TG Weimann, C Gißke - BIOSTEC (2), 2024 - scitepress.org
Digital Therapeutics (DTx) are typically considered as patient-facing software applications
delivering behavior change interventions to treat non-communicable diseases (eg …