Defining and operationalizing personalized psychological treatment–a systematic literature review

SJ Harnas, H Knoop, MAG Sprangers… - Cognitive Behaviour …, 2024 - Taylor & Francis
This systematic literature review aimed to propose a definition of personalized psychological
treatment and to suggest how the definition can be operationalized. PsycINFO, Cochrane …

The latest developments with internet-based psychological treatments for depression

G Andersson - Expert Review of Neurotherapeutics, 2024 - Taylor & Francis
Introduction Internet-based psychological treatments for depression have been around for
more than 20 years. There has been a continuous line of research with new research …

Effect of digital based nursing intervention on knowledge of self-care behaviors and self-efficacy of adult clients with diabetes

MM Shaban, HM Sharaa, FGM Amer, M Shaban - BMC nursing, 2024 - Springer
Background In recent years, there has been growing interest in the use of Digital Based
Nursing Intervention to support diabetes management. This study aimed to evaluate the …

The impact of using reinforcement learning to personalize communication on medication adherence: findings from the REINFORCE trial

JC Lauffenburger, E Yom-Tov, PA Keller… - npj Digital …, 2024 - nature.com
Text messaging can promote healthy behaviors, like adherence to medication, yet its
effectiveness remains modest, in part because message content is rarely personalized …

Dataset size versus homogeneity: A machine learning study on pooling intervention data in e-mental health dropout predictions

K Zantvoort, N Hentati Isacsson, B Funk… - Digital …, 2024 - journals.sagepub.com
Objective This study proposes a way of increasing dataset sizes for machine learning tasks
in Internet-based Cognitive Behavioral Therapy through pooling interventions. To this end, it …

Predicting recurrent chat contact in a psychological intervention for the youth using natural language processing

S Hornstein, J Scharfenberger, U Lueken… - NPJ Digital …, 2024 - nature.com
Chat-based counseling hotlines emerged as a promising low-threshold intervention for
youth mental health. However, despite the resulting availability of large text corpora, little …

Barriers and facilitators to acceptance and implementation of eMental-health intervention among older adults: A qualitative systematic review

R Peng, X Li, Y Guo, H Ning, J Huang, D Jiang… - Digital …, 2024 - journals.sagepub.com
Objective Electronic mental health interventions are effective but not well promoted currently
among older adults. This study sought to systematically review and summarize the barriers …

Personalization in digital health interventions for older adults with cancer: A scoping review

M Hwang, Y Jiang - Journal of Geriatric Oncology, 2023 - Elsevier
Abstract Introduction Digital health interventions (DHIs) are promising to support older adults
with cancer in managing their conditions and improving their health outcomes. However …

[HTML][HTML] Exploring Generation Z and Young Millennials' Perspectives of a Spiritual Self-Care App and Their Spiritual Identity (Skylight): Qualitative Semistructured …

SY Park, J Yourell, KL McAlister… - JMIR Formative …, 2023 - formative.jmir.org
Background: Generation Z and young millennials (ages 18-35 years), collectively referred to
as GenZennials, are connected to technology and the internet like no other generation …

[HTML][HTML] Guided web app intervention for reducing symptoms of depression in postpartum women: Results of a feasibility randomized controlled trial

P Franco, M Olhaberry, S Kelders, A Muzard… - Internet …, 2024 - Elsevier
Background Chile faces a significant postpartum depression prevalence and treatment gap,
necessitating accessible interventions. While cognitive-behavioral internet-based …