Attractor landscapes: A unifying conceptual model for understanding behaviour change across scales of observation

MTJ Heino, D Proverbio, G Marchand… - Health Psychology …, 2023‏ - Taylor & Francis
Models and theories in behaviour change science are not in short supply, but they almost
exclusively pertain to a particular facet of behaviour, such as automaticity or reasoned …

[HTML][HTML] Associations between social cognitive determinants and movement-related behaviors in studies using ecological momentary assessment methods: systematic …

KM Bittel, KY O'Briant, RM Ragaglia… - JMIR mHealth and …, 2023‏ - mhealth.jmir.org
Background: The social cognitive framework is a long-standing framework within physical
activity promotion literature to explain and predict movement-related behaviors. However …

[HTML][HTML] Studying behaviour change mechanisms under complexity

MTJ Heino, K Knittle, C Noone, F Hasselman… - Behavioral …, 2021‏ - mdpi.com
Understanding the mechanisms underlying the effects of behaviour change interventions is
vital for accumulating valid scientific evidence, and useful to informing practice and policy …

[HTML][HTML] The digital therapeutics real-world evidence framework: an approach for guiding evidence-based digital therapeutics design, development, testing, and …

M Kim, K Patrick, C Nebeker, J Godino, S Stein… - Journal of Medical …, 2024‏ - jmir.org
Digital therapeutics (DTx) are a promising way to provide safe, effective, accessible,
sustainable, scalable, and equitable approaches to advance individual and population …

Towards consensus in conceptualizing and operationalizing physical activity maintenance

GF Dunton, AM Leventhal, AL Rebar, B Gardner… - Psychology of Sport and …, 2022‏ - Elsevier
Recognized challenges in promoting long-term physical activity maintenance may be due to
inconsistencies in the conceptualization and operationalization of behavior maintenance …

Do I like me now? An analysis of everyday sudden gains and sudden losses in self-esteem and nervousness

T Eckes, S Nestler - Clinical Psychological Science, 2024‏ - journals.sagepub.com
Although rapid changes in symptom severity, or sudden gains and losses, are well known in
psychotherapeutic research, much about the underlying processes that lead to them is still …

[HTML][HTML] Resilience characterized and quantified from physical activity data: A tutorial in R

D Baretta, S Koch, I Cobo, G Castaño-Vinyals… - Psychology of sport and …, 2023‏ - Elsevier
Consistent physical activity is key for health and well-being, but it is vulnerable to stressors.
The process of recovering from such stressors and bouncing back to the previous state of …

The iterative development and refinement of health psychology theories through formal, dynamical systems modelling: a sco** review and initial expert-derived 'best …

O Perski, A Copeland, J Allen, M Pavel… - Health Psychology …, 2024‏ - Taylor & Francis
This sco** review aimed to synthesise methodological steps taken by researchers in the
development of formal, dynamical systems models of health psychology theories. We …

MS Pattern Explorer: interactive visual exploration of temporal activity patterns for multiple sclerosis

G Morgenshtern, Y Rutishauser, C Haag… - Journal of the …, 2024‏ - academic.oup.com
Objectives This article describes the design and evaluation of MS Pattern Explorer, a novel
visual tool that uses interactive machine learning to analyze fitness wearables' data. Applied …

Supervised machine learning to predict smoking lapses from Ecological Momentary Assessments and sensor data: Implications for just-in-time adaptive intervention …

O Perski, D Kale, C Leppin, T Okpako… - PLOS Digital …, 2024‏ - journals.plos.org
Specific moments of lapse among smokers attempting to quit often lead to full relapse, which
highlights a need for interventions that target lapses before they might occur, such as just-in …