Innovative methods for observing and changing complex health behaviors: four propositions
Precision health initiatives aim to progressively move from traditional, group-level
approaches to health diagnostics and treatments toward ones that are individualized …
approaches to health diagnostics and treatments toward ones that are individualized …
[HTML][HTML] Data quality in health research: integrative literature review
FA Bernardi, D Alves, N Crepaldi, DB Yamada… - Journal of Medical …, 2023 - jmir.org
Background Decision-making and strategies to improve service delivery must be supported
by reliable health data to generate consistent evidence on health status. The data quality …
by reliable health data to generate consistent evidence on health status. The data quality …
[HTML][HTML] Habit formation in wearable activity tracker use among older adults: qualitative study
Background: Wearable activity trackers are popular devices used to motivate behavior
change. Wearable activity trackers are especially beneficial for encouraging light physical …
change. Wearable activity trackers are especially beneficial for encouraging light physical …
[HTML][HTML] Strengthening national nutrition research: rationale and options for a new coordinated federal research effort and authority
SE Fleischhacker, CE Woteki, PM Coates… - The American journal of …, 2020 - Elsevier
Background The US faces remarkable food and nutrition challenges. A new federal effort to
strengthen and coordinate nutrition research could rapidly generate the evidence base …
strengthen and coordinate nutrition research could rapidly generate the evidence base …
[HTML][HTML] Scale-up of digital innovations in health care: expert commentary on enablers and barriers
H Schlieter, LA Marsch, D Whitehouse, L Otto… - Journal of medical …, 2022 - jmir.org
Health care delivery is undergoing a rapid change from traditional processes toward the use
of digital health interventions and personalized medicine. This movement has been …
of digital health interventions and personalized medicine. This movement has been …
A Precision Health Initiative for Chronic Conditions: Design and Cohort Study Utilizing Wearable Technology, Machine Learning, and Deep Learning
This study introduces a comprehensive precision health service designed for health
promotion and prevention of chronic diseases. It involves continuous real-time monitoring of …
promotion and prevention of chronic diseases. It involves continuous real-time monitoring of …
The application of artificial intelligence and data integration in COVID-19 studies: a scoping review
Objective To summarize how artificial intelligence (AI) is being applied in COVID-19
research and determine whether these AI applications integrated heterogenous data from …
research and determine whether these AI applications integrated heterogenous data from …
Attractor landscapes: A unifying conceptual model for understanding behaviour change across scales of observation
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 …
exclusively pertain to a particular facet of behaviour, such as automaticity or reasoned …
Advancing digital health equity: Directions for behavioral and social science research
BK Jaworski, M Webb Hooper, WM Aklin… - Translational …, 2023 - academic.oup.com
The field of digital health is evolving rapidly and encompasses a wide range of complex and
changing technologies used to support individual and population health. The COVID-19 …
changing technologies used to support individual and population health. The COVID-19 …
[HTML][HTML] The family of single-case experimental designs
LH Epstein, J Dallery - Harvard data science review, 2022 - ncbi.nlm.nih.gov
Single-case experimental designs (SCEDs) represent a family of research designs that use
experimental methods to study the effects of treatments on outcomes. The fundamental unit …
experimental methods to study the effects of treatments on outcomes. The fundamental unit …