Know and Own Your Movement-related Metrics Via Wearable Devices
Project KNOWN
Personalized Feedback of Wearable Biological Sensor Data to Promote Active Living in Cancer Survivors
1 other identifier
interventional
60
1 country
1
Brief Summary
This study aims to promote daily physical activity in cancer survivors who are at high risk for type 2 diabetes (T2D) by using a personalized biological-based feedback strategy. T2D is one of the most common co-occurring conditions in cancer survivors and can worsen cancer-related health outcomes, especially in those who are insufficiently active. The investigators hypothesize that seeing the immediate impacts of exercise on their biological status will motivate cancer survivors to exercise. The investigators will use real-time data from continuous glucose monitor to demonstrate the acute impact of physical activity and measure daily activity levels using wearable trackers. As wearable sensor technology is constantly advancing, this study is the first step to exploring how researchers can use wearable sensors to help people make a direct connection between their daily behaviors and health outcomes.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P25-P50 for not_applicable cancer
Started Mar 2023
Typical duration for not_applicable cancer
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
First Submitted
Initial submission to the registry
August 1, 2022
CompletedFirst Posted
Study publicly available on registry
August 5, 2022
CompletedStudy Start
First participant enrolled
March 29, 2023
CompletedPrimary Completion
Last participant's last visit for primary outcome
December 10, 2025
CompletedStudy Completion
Last participant's last visit for all outcomes
December 10, 2025
CompletedFebruary 13, 2026
February 1, 2026
2.7 years
August 1, 2022
February 10, 2026
Conditions
Outcome Measures
Primary Outcomes (1)
Feasibility of delivering personalized glucose-based feedback
The intervention will be considered feasible if ≥ 80% of participants in the intervention group are adherent to the self-monitoring protocol and ≥ 80% of participants complete the post-intervention assessment.
Through study completion, an average of 3 months.
Secondary Outcomes (1)
Changes in daily physical activity level
Through study completion, an average of 3 months.
Study Arms (2)
Biofeedback Group
EXPERIMENTALStandard Care Group
ACTIVE COMPARATORInterventions
Participants will wear a Fitbit activity tracker and receive personalized text messages over a 12-week period. During the first 4 weeks of the study period, participants will also wear a continuous glucose monitor to check their glucose levels in real-time and receive text messages based on their activity and glucose data.
Participants will wear a Fitbit activity tracker and receive non-personalized text messages over a 12-week period.
Eligibility Criteria
You may qualify if:
- be 18 years or older
- have had a diagnosis of cancer
- have completed curative-intended treatment for at least 3 months (except hormone therapy or long-term maintenance chemotherapy)
- be at high-risk for type 2 diabetes based on the American Diabetes Association Type 2 Diabetes Risk Test
- currently insufficiently active
- capable of participating in moderate-vigorous intensity unsupervised exercise
- have no current diagnosis or history of type 1 or 2 diabetes
- able to speak, read, and write in English
- have a smartphone with daily internet access
You may not qualify if:
- currently taking oral antidiabetic agents (OADs)
- current treatment with any insulin regimen other than basal insulin, e.g. prandial or pre-mixed insulin
- currently pregnant
- on dialysis
- have self-reported health issues that limit physical activity
- work overnight shifts
- unwilling to use the study devices
- current participation in other exercise or weight loss-related program or intervention
- currently on a low-carb diet
- current use of other implanted medical devices such as pacemakers
- do not have a smartphone that is compatible with the Fitbit and the LibreLink apps
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Study Sites (1)
The University of Texas at Arlington
Arlington, Texas, 76010, United States
Related Publications (1)
Liao Y, Schembre SM, Brannon GE, Pan Z, Wang J, Ali S, Beg MS, Basen-Engquist KM. Using wearable biological sensors to provide personalized feedback to motivate behavioral changes: Study protocol for a randomized controlled physical activity intervention in cancer survivors (Project KNOWN). PLoS One. 2022 Sep 13;17(9):e0274492. doi: 10.1371/journal.pone.0274492. eCollection 2022.
PMID: 36099282DERIVED
MeSH Terms
Conditions
Study Officials
- PRINCIPAL INVESTIGATOR
Yue Liao, MPH, PhD
University of Texas at Arlington
Study Design
- Study Type
- interventional
- Phase
- not applicable
- Allocation
- RANDOMIZED
- Masking
- NONE
- Purpose
- SUPPORTIVE CARE
- Intervention Model
- PARALLEL
- Sponsor Type
- OTHER
- Responsible Party
- PRINCIPAL INVESTIGATOR
- PI Title
- Assistant Professor
Study Record Dates
First Submitted
August 1, 2022
First Posted
August 5, 2022
Study Start
March 29, 2023
Primary Completion
December 10, 2025
Study Completion
December 10, 2025
Last Updated
February 13, 2026
Record last verified: 2026-02
Data Sharing
- IPD Sharing
- Will not share