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LIFETRACE: A Longitudinal Multimodal Dataset on Daily Physical Activity, Well-Being, and Habits

https://doi.org/10.1145/3770676
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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How are habits formed: Modelling habit formation in the real world
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Enhancing Lifestyles in the Metabolic syndrome (ELM) multisite behavioral efficacy trial. Design and baseline cohort
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The ENGAGE-2 study: Engaging self-regulation targets to understand the mechanisms of behavior change and improve mood and weight outcomes in a randomized controlled trial (Phase 2)
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2021 Canadian Cardiovascular Society Guidelines for the Management of Dyslipidemia for the Prevention of Cardiovascular Disease in Adults
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Associations between sensor-based physical activity behaviour features and health-related parameters
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Wearable physiological monitoring of physical exercise and mental health: A systematic review
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Associations between daily step count trajectories and clinical outcomes among adults with comorbid obesity and depression
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Physiological Adaptation of a Mature Adult Walking the Alps
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UK Biobank: bank on it
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National, regional, and global trends in insufficient physical activity among adults from 2000 to 2022: a pooled analysis of 507 population-based surveys with 5·7 million participants
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Modernising measurement in psychiatry: item banks and computerised adaptive testing
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Global trends in insufficient physical activity among adolescents: a pooled analysis of 298 population-based surveys with 1·6 million participants
inferredcites →https://doi.org/10.1016/s2589-7500(19)30129-3openalex-snapshot
The effect of digital physical activity interventions on daily step count: a randomised controlled crossover substudy of the MyHeart Counts Cardiovascular Health Study
inferredcites →https://doi.org/10.1037/0022-3514.57.6.1069openalex-snapshot
Happiness is everything, or is it? Explorations on the meaning of psychological well-being.
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Distinguishing optimism from neuroticism (and trait anxiety, self-mastery, and self-esteem): A reevaluation of the Life Orientation Test.
inferredcites →https://doi.org/10.1037/a0014400openalex-snapshot
Loneliness predicts reduced physical activity: Cross-sectional & longitudinal analyses.
inferredcites →https://doi.org/10.1037/a0032626openalex-snapshot
How do people adhere to goals when willpower is low? The profits (and pitfalls) of strong habits.
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Predicting psychological and subjective well-being from personality: A meta-analysis.
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Understanding short-term variability in life satisfaction: The Individual Differences in Evaluating Life Satisfaction (IDELS) model.
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LifeSnaps, a 4-month multi-modal dataset capturing unobtrusive snapshots of our lives in the wild
inferredcites →https://doi.org/10.1038/s41598-024-70073-7openalex-snapshot
Innovation and challenges of artificial intelligence technology in personalized healthcare
inferredcites →https://doi.org/10.1038/s41746-025-01568-4openalex-snapshot
Attitudes of healthcare professionals and researchers toward wearable and app derived patient generated health data
inferredcites →https://doi.org/10.1039/d3ma00657copenalex-snapshot
Advanced and personalized healthcare through integrated wearable sensors (versatile)
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Key Issues as Wearable Digital Health Technologies Enter Clinical Care
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Effects of a 12 week community-based high-level mobility programme on sustained participation in physical activity by adolescents with cerebral palsy: a single subject research design study
inferredcites →https://doi.org/10.1080/17437199.2012.654964openalex-snapshot
Theories and techniques of behaviour change: Developing a cumulative science of behaviour change
inferredcites →https://doi.org/10.1080/1750984x.2016.1177849openalex-snapshot
Loneliness and physical activity: A systematic review
inferredcites →https://doi.org/10.1093/ije/dyr039openalex-snapshot
The International Fitness Scale (IFIS): usefulness of self-reported fitness in youth
inferredcites →https://doi.org/10.1093/ije/dys168openalex-snapshot
Cohort Profile: The English Longitudinal Study of Ageing
inferredcites →https://doi.org/10.1097/npt.0000000000000440openalex-snapshot
Natural Walking Intensity in Persons With Parkinson Disease
inferredcites →https://doi.org/10.1097/npt.0000000000000455openalex-snapshot
Predictors of Sustained Physical Activity During the COVID-19 Pandemic in People With Parkinson Disease in Sweden
inferredcites →https://doi.org/10.1123/jmpb.2018-0005openalex-snapshot
Using Devices to Assess Physical Activity and Sedentary Behavior in a Large Cohort Study: The Women’s Health Study
inferredcites →https://doi.org/10.1123/jsep.2021-0253openalex-snapshot
Relationships Between Physical Activity, Boredom Proneness, and Subjective Well-Being Among U.K. Adults During the COVID-19 Pandemic
inferredcites →https://doi.org/10.1126/science.1186315openalex-snapshot
Measuring Subjective Well-Being
inferredcites →https://doi.org/10.1126/science.1256392openalex-snapshot
Progress in measuring subjective well-being
inferredcites →https://doi.org/10.1136/bjsports-2017-098827openalex-snapshot
Walking on sunshine: scoping review of the evidence for walking and mental health
inferredcites →https://doi.org/10.1136/bjsports-2018-099254openalex-snapshot
Beneficial associations of low and large doses of leisure time physical activity with all-cause, cardiovascular disease and cancer mortality: a national cohort study of 88,140 US adults
inferredcites →https://doi.org/10.1145/1978942.1979396openalex-snapshot
How to evaluate technologies for health behavior change in HCI research
inferredcites →https://doi.org/10.1145/2939672.2939785openalex-snapshot
XGBoost
inferredcites →https://doi.org/10.1145/3196830openalex-snapshot
Digital Behaviour Change Interventions to Break and Form Habits
inferredcites →https://doi.org/10.1145/3335082.3335111openalex-snapshot
Behaviour Analytics of Users Completing Ecological Momentary Assessments in the Form of Mental Health Scales and Mood Logs on a Smartphone App
inferredcites →https://doi.org/10.1145/3569483openalex-snapshot
Generalization and Personalization of Mobile Sensing-Based Mood Inference Models
inferredcites →https://doi.org/10.1145/3569485openalex-snapshot
GLOBEM
inferredcites →https://doi.org/10.1145/3610892openalex-snapshot
LAUREATE
inferredcites →https://doi.org/10.1145/3643501openalex-snapshot
Capturing the College Experience
inferredcites →https://doi.org/10.1145/3712289openalex-snapshot
DiversityOne: A Multi-Country Smartphone Sensor Dataset for Everyday Life Behavior Modeling
inferredcites →https://doi.org/10.1161/cir.0000000000000624openalex-snapshot
2018 AHA/ACC/AACVPR/AAPA/ABC/ACPM/ADA/AGS/APhA/ASPC/NLA/PCNA Guideline on the Management of Blood Cholesterol: Executive Summary: A Report of the American College of Cardiology/American Heart Association Task Force on Clinical Practice Guidelines
inferredcites →https://doi.org/10.1161/cir.0b013e3182160726openalex-snapshot
Triglycerides and Cardiovascular Disease
inferredcites →https://doi.org/10.1177/01466219922031310openalex-snapshot
Computerized Adaptive Testing: Overview and Introduction
inferredcites →https://doi.org/10.1177/0739456x19875195openalex-snapshot
Walking and Its Contribution to Objective Well-Being
inferredcites →https://doi.org/10.1177/1073191115624547openalex-snapshot
Socially Desirable Responding in Web-Based Questionnaires: A Meta-Analytic Review of the Candor Hypothesis
inferredcites →https://doi.org/10.1186/1477-7525-5-63openalex-snapshot
The Warwick-Edinburgh Mental Well-being Scale (WEMWBS): development and UK validation
inferredcites →https://doi.org/10.1186/1479-5868-6-39openalex-snapshot
Assessment of environmental correlates of physical activity: development of a European questionnaire
inferredcites →https://doi.org/10.1186/s12913-023-10536-1openalex-snapshot
Barriers and facilitators to the implementation of digital technologies in mental health systems: a qualitative systematic review to inform a policy framework
inferredcites →https://doi.org/10.1186/s12916-021-01997-4openalex-snapshot
Promoting physical activity in a multi-ethnic population at high risk of diabetes: the 48-month PROPELS randomised controlled trial
inferredcites →https://doi.org/10.1186/s12916-024-03668-6openalex-snapshot
Combined associations of physical activity, diet quality and their changes over time with mortality: findings from the EPIC-Norfolk study, United Kingdom
inferredcites →https://doi.org/10.1186/s41687-020-00261-2openalex-snapshot
Ecological momentary assessment versus retrospective assessment for measuring change in health-related quality of life following cardiac intervention
inferredcites →https://doi.org/10.1371/journal.pone.0302226openalex-snapshot
Exploring physical activity preferences and motivation in long-term cardiac prevention: An Austrian cross-sectional survey
inferredcites →https://doi.org/10.2147/ppa.s393174openalex-snapshot
Behavior Change Techniques Improve Adherence to Physical Activity Recommendations for Adults with Metabolic Syndrome: A Systematic Review
inferredcites →https://doi.org/10.2196/27208openalex-snapshot
Walking and Daily Affect Among Sedentary Older Adults Measured Using the StepMATE App: Pilot Randomized Controlled Trial
inferredcites →https://doi.org/10.2196/37086openalex-snapshot
Fitbit Use and Activity Levels From Intervention to 2 Years After: Secondary Analysis of a Randomized Controlled Trial
inferredcites →https://doi.org/10.2196/45749openalex-snapshot
Investigating Relationships Among Self-Efficacy, Mood, and Anxiety Using Digital Technologies: Randomized Controlled Trial
inferredcites →https://doi.org/10.2196/55712openalex-snapshot
Ecological Momentary Assessment of Mental Health Problems Among University Students: Data Quality Evaluation Study
inferredcites →https://doi.org/10.2196/mental.6361openalex-snapshot
Ecological Momentary Assessment of Adolescent Problems, Coping Efficacy, and Mood States Using a Mobile Phone App: An Exploratory Study
inferredcites →https://doi.org/10.3389/fphys.2023.1213075openalex-snapshot
Predictors of sustained physical activity: behaviour, bodily health, and the living environment
inferredcites →https://doi.org/10.3389/fpubh.2022.903109openalex-snapshot
Outcome evaluation of Active Herts: A community-based physical activity programme for inactive adults at risk of cardiovascular disease and/or low mental wellbeing
inferredcites →https://doi.org/10.3390/axioms11070346openalex-snapshot
Dynamic Physical Activity Recommendation Delivered through a Mobile Fitness App: A Deep Learning Approach
inferredcites →https://doi.org/10.3390/biomedicines12071496openalex-snapshot
Navigating Challenges and Opportunities in Multi-Omics Integration for Personalized Healthcare
inferredcites →https://doi.org/10.3390/ijerph182312738openalex-snapshot
Walking Engagement in Mexican Americans Who Participated in a Community-Wide Step Challenge in El Paso, TX
inferredcites →https://doi.org/10.3390/ijerph21111433openalex-snapshot
Effects of a 4–Week Detraining Period After 12 Weeks of Combined Training Using Different Weekly Frequencies on Health–Related Physical Fitness in Older Adults
inferredcites →https://doi.org/10.3390/jcm13010024openalex-snapshot
Using Ecological Momentary Assessments to Study How Daily Fluctuations in Psychological States Impact Stress, Well-Being, and Health
inferredcites →https://doi.org/10.3390/jcm14020522openalex-snapshot
Assessment of Long-Term Engagement in Aerobic Versus Resistance Exercise on 20-Year Cardiovascular Disease Incidence (2002–2024): The ATTICA Epidemiological Cohort Study
inferredcites →https://doi.org/10.3399/bjgp12x659466openalex-snapshot
Making health habitual: the psychology of ‘habit-formation’ and general practice
inferredcites →https://doi.org/10.3758/s13428-024-02445-wopenalex-snapshot
SEMA3: A free smartphone platform for daily life surveys
inferredcites →https://doi.org/10.4088/pcc.v08n0208aopenalex-snapshot
Exercise for Mental Health
inferredcites →https://doi.org/10.5334/ohd.28openalex-snapshot
Physical Activity and Respiratory Health (PhARaoH): Data from a Cross-Sectional Study
inferredcites →https://doi.org/10.5993/ajhb.47.6.19openalex-snapshot
Sustained Effectiveness of the Walk Across Texas Program: A Follow-up Study

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