CalFitness Smartphone-Delivered Physical Activity Intervention
Mobile Phone-Based Physical Activity Intervention on University Staff
1 other identifier
interventional
64
1 country
1
Brief Summary
The overall goal of this study is to test personalized mobile phone-based physical activity interventions among staff members at the University of California, Berkeley. Most physical fitness applications for smartphones and activity trackers use a constant goal for the number of steps each day. However, if the step goals are dynamically adjusted according to past behavior, then the corresponding goals may encourage individuals to increase their physical activity level. This study consists of a randomized controlled trial in which we are assessing the efficacy of two different algorithms for calculating personalized goals for the number of steps each day.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P50-P75 for not_applicable
Started Aug 2016
Shorter than P25 for not_applicable
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
Study Start
First participant enrolled
August 1, 2016
CompletedFirst Submitted
Initial submission to the registry
August 29, 2016
CompletedFirst Posted
Study publicly available on registry
September 1, 2016
CompletedPrimary Completion
Last participant's last visit for primary outcome
December 1, 2016
CompletedStudy Completion
Last participant's last visit for all outcomes
December 1, 2016
CompletedOctober 10, 2018
October 1, 2018
4 months
August 29, 2016
October 9, 2018
Conditions
Outcome Measures
Primary Outcomes (1)
Daily Steps Taken Per Day
10 weeks
Study Arms (2)
Personalized Steps Goal
EXPERIMENTALStep Goal Delivery by Smartphone
Constant Steps Goal
ACTIVE COMPARATORStep Goal Delivery by Smartphone
Interventions
Eligibility Criteria
You may qualify if:
- intent to become physically active
- own an iPhone
- willing to keep the iPhone in pockets during the day
- willing to install and use the intervention app every day for 4 months
- ability to speak and read English.
You may not qualify if:
- known medical conditions or physical problems that require special attention in an exercise program
- planning an international trip during the next 4 months, which could interfere with daily server uploads of mobile phone data
- pregnant/gave birth during the past 6 months
- severe hearing or speech problem
- history of an eating disorder
- current substance abuse
- current participation in lifestyle modification programs or research studies that may confound study results
- history of bariatric surgery or plans for bariatric surgery in the next 12 months.
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Study Sites (1)
University of California, Berkeley
Berkeley, California, 94720, United States
Related Publications (1)
Zhou M, Fukuoka Y, Mintz Y, Goldberg K, Kaminsky P, Flowers E, Aswani A. Evaluating Machine Learning-Based Automated Personalized Daily Step Goals Delivered Through a Mobile Phone App: Randomized Controlled Trial. JMIR Mhealth Uhealth. 2018 Jan 25;6(1):e28. doi: 10.2196/mhealth.9117.
PMID: 29371177DERIVED
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Study Design
- Study Type
- interventional
- Phase
- not applicable
- Allocation
- RANDOMIZED
- Masking
- DOUBLE
- Who Masked
- PARTICIPANT, INVESTIGATOR
- Purpose
- TREATMENT
- Intervention Model
- PARALLEL
- Sponsor Type
- OTHER
- Responsible Party
- PRINCIPAL INVESTIGATOR
- PI Title
- Assistant Professor
Study Record Dates
First Submitted
August 29, 2016
First Posted
September 1, 2016
Study Start
August 1, 2016
Primary Completion
December 1, 2016
Study Completion
December 1, 2016
Last Updated
October 10, 2018
Record last verified: 2018-10