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Increasing evidence has shown that theory-based health behavior change interventions are more effective than non-theory-based ones. However, only a few segments of relevant studies were theory-based, especially the studies conducted by…

Human-Computer Interaction · Computer Science 2017-12-08 Yunlong Wang , Ahmed Fadhil , Jan-Philipp Lange , Harald Reiterer

User engagement is crucial for the efficacy of digital health and mental health interventions, yet existing design strategies for improving engagement remain heterogeneous, context-specific, and insufficiently grounded in motivational…

Human-Computer Interaction · Computer Science 2026-05-19 Zheyuan Zhang , Rafael A. Calvo

The design and evaluation of assisting technologies to support behavior change processes have become an essential topic within the field of human-computer interaction research in general and the field of immersive intervention technologies…

Human-Computer Interaction · Computer Science 2020-12-22 Carolin Wienrich , Nina Ines Döllinger , Rebecca Hein

Designing theory-driven digital health interventions is a challenging task that needs support. We created a guide for the incomers in the field on how to design digital health interventions with case studies from the Cancer Better Life…

Computers and Society · Computer Science 2023-01-03 Aneta Lisowska , Szymon Wilk , Mor Peleg

Digital health has strong potential for promoting physical activity (PA), yet interventions often fail to sustain engagement among culturally and linguistically diverse (CALD) women. Prior reviews focus on short-term efficacy or…

Human-Computer Interaction · Computer Science 2026-02-04 Yilin Ke , Yun Suen Pai , Burkhard C. Wuensche , Angus Donald Campbell , Mairi Gunn

A critical challenge facing clinicians managing chronic disease interventions is sustaining long-run patient health given limited information and resources. Digital therapeutics (DTs) provide a cost-effective way to manage interventions at…

Machine Learning · Computer Science 2026-05-26 Eric Pulick , Stephanie Carpenter , Matthew Buman , Yonatan Mintz

Purpose: With the rise of mental health risks globally, it is urgent to provide effective mental health support. However, a holistic understanding of how people seek help for mental health problems remains limited, impeding the development…

Human-Computer Interaction · Computer Science 2025-06-13 Jiaying "Lizzy" Liu , Yongjie Sha , Yan Zhang

This research paper presents a meta-analysis of the multifaceted role of technology in mental health. The pervasive influence of technology on daily lives necessitates a deep understanding of its impact on mental health services. This study…

Human-Computer Interaction · Computer Science 2023-07-28 Hamza Mohammed

Social robots are increasingly applied as health behavior change interventions, yet actionable knowledge to guide their design and evaluation remains limited. This systematic review synthesizes (1) the behavior change strategies used in…

Robotics · Computer Science 2026-01-23 Jiaxin Xu , Chao Zhang , Raymond H. Cuijpers , Wijnand A. IJsselsteijn

This study proposes a novel, integrative framework for patient-centered data science in the digital health era. We developed a multidimensional model that combines traditional clinical data with patient-reported outcomes, social…

Machine Learning · Computer Science 2024-08-07 Mohsen Amoei , Dan Poenaru

Cognitive Behavioral Therapy (CBT) is a well-established intervention for mitigating psychological issues by modifying maladaptive cognitive and behavioral patterns. However, delivery of CBT is often constrained by resource limitations and…

Artificial Intelligence · Computer Science 2024-07-30 Meng Jiang , Qing Zhao , Jianqiang Li , Fan Wang , Tianyu He , Xinyan Cheng , Bing Xiang Yang , Grace W. K. Ho , Guanghui Fu

The aim of behaviour change is to help people to change aspects of their behaviour for the better (e.g., to decrease calorie intake, to drink in moderation, to take more exercise, to complete a course of antibiotics once started, etc.). In…

Artificial Intelligence · Computer Science 2018-02-28 Lisa Chalaguine , Emmanuel Hadoux , Fiona Hamilton , Andrew Hayward , Anthony Hunter , Sylwia Polberg , Henry W. W. Potts

With societal challenges, including but not limited to human development, equity, social justice, and climate change, societal-level digital transformation (SDT) is of imminent relevance and theoretical interest. While building on…

Computers and Society · Computer Science 2023-11-16 Jorn Braa , Sundeep Sahay , Eric Monteiro

The proliferation of social media platforms and online communities has inadvertently catalyzed the spread of cyberbullying, hate speech, and other forms of online toxicity, making the effective governance of such harm a critical societal…

Artificial Intelligence · Computer Science 2026-05-28 Yiting Huang , Wenting Zhu , Zekun Wang , Qingpo Yang , Yakai Chen , Zihui Xu , Yueyue Zhang , Sanchuan Guo , Xi Zhang

The evolution of digital communication systems and the designs of online platforms have inadvertently facilitated the subconscious propagation of toxic behavior. Giving rise to reactive responses to toxic behavior. Toxicity in online…

Computers and Society · Computer Science 2025-10-01 Smita Khapre , Melkamu Abay Mersha , Hassan Shakil , Jonali Baruah , Jugal Kalita

We are developing a virtual coaching system that helps patients adhere to behavior change interventions (BCI). Our proposed system predicts whether a patient will perform the targeted behaviour and uses counterfactual examples with feature…

Machine Learning · Computer Science 2023-06-08 Aneta Lisowska , Szymon Wilk , Mor Peleg

Behavioral health interventions, delivered through digital platforms, have the potential to significantly improve health outcomes, through education, motivation, reminders, and outreach. We study the problem of optimizing personalized…

Machine Learning · Computer Science 2024-07-19 Jackie Baek , Justin J. Boutilier , Vivek F. Farias , Jonas Oddur Jonasson , Erez Yoeli

Social and behavioral interventions are a critical tool for governments and communities to tackle deep-rooted societal challenges such as homelessness, disease, and poverty. However, real-world interventions are almost always plagued by…

Artificial Intelligence · Computer Science 2018-03-15 Bryan Wilder

Leveraging Artificial Intelligence (AI) in decision support systems has disproportionately focused on technological advancements, often overlooking the alignment between algorithmic outputs and human expectations. A human-centered…

Human-Computer Interaction · Computer Science 2024-03-20 Catalina Gomez , Sue Min Cho , Shichang Ke , Chien-Ming Huang , Mathias Unberath

Stigma, a recognized global barrier to effective disease management, impacts social interactions, resource access, and psychological well-being. In this study, we developed a patient-centered framework for deriving design requirements and…

Human-Computer Interaction · Computer Science 2024-03-27 Danielly de Paula , Daniel Juehling , Falk Uebernickel
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