Fitness TrackersNCT07379970
Effects of Wearable Device Functions and Health Coaching on Device-measured Movement Behaviours and Cardiometabolic Risk Factors in Adults With Central Obesity
A study testing Fitbit Wearable Device and Lifestyle Coaching Program in people with Fitness Trackers and Cardio Vascular Disease, run by The University of Hong Kong at 1 site in Hong Kong.
Trial summary
This study is a randomized controlled trial. The objective of this study is to investigate: 1. the effects of 1-year evidence-based interventions incorporating wearable device functions alone on device-measured movement behaviours and cardiometabolic risk factors among adults with central obesity; and 2. Read more about this study
- Who is it for?
- Ages 40 years and older
- Conditions the study is for
- Fitness Trackers, Cardio Vascular Disease, Physical Activities
- What is being tested?
- Fitbit Wearable Device and Lifestyle Coaching Program
- Type of treatment
- Medical device, Lifestyle or therapy programme
- Could I receive a placebo?
- No, everyone receives an active treatment
- How many people
- 133 participants
- Where
- 1 siteHong Kong
- Study dates
- 1 Jan 2025to 31 Dec 2027
- Phase
- Interventional
- Are there results?
- Not yet: the study is under way
Key requirements
Who can take part, as listed by the sponsor. Only the study team can confirm whether you are eligible, so take this list to your doctor.
- Ages 40 years and older
- All sexes
- No healthy volunteers
- Adult, Older adult
Who may be able to join
- Age 40 years or older
- Central obesity, defined as waist circumference: ≥90 cm for men; ≥80 cm for women
- Insufficient physical activity based on World Health Organization (WHO) guidelines
- Physical activity assessed using the International Physical Activity Questionnaire (IPAQ) - Short Form
- Ownership of a smartphone
- Able to read and understand English or Chinese
Who cannot join
- unable to perform daily-life activities, based on the Physical Activity Readiness-Questionnaire (PAR-Q) (24) and/or participation in another lifestyle-change intervention study.
Trial locations and contacts
1 site in 1 country. Contact the study team or a site near you to ask about taking part.
Hong Kong1 site, 1 recruiting
- Recruiting
Exercise Physiology Lab, The University of Hong Kong
Hong Kong
Youngwon Kim, 852 28315252, youngwon.kim@hku.hk
About this study
Official title: Effects of Wearable Device Functions and Health Coaching on Device-measured Movement Behaviours and Cardiometabolic Risk Factors in Adults With Central Obesity: a Randomised Controlled Trial
This study is a randomized controlled trial. The objective of this study is to investigate:
- the effects of 1-year evidence-based interventions incorporating wearable device functions alone on device-measured movement behaviours and cardiometabolic risk factors among adults with central obesity; and
- the effects of 1-year evidence-based interventions incorporating wearable device functions combined with health coaching on device-measured movement behaviours and cardiometabolic risk factors among adults with central obesity.
Read more
We hypothesise that the use of wearable device functions in combination with health coaching will lead to significantly greater improvements in device-measured movement behaviours and cardiometabolic risk factors compared with no intervention and wearable device functions alone, both after the 12-month intervention and at the 6-month follow-up.
This study will implement a parallel-group, open-label, 1-year randomized controlled trial involving 133 adults aged 40 years or older with central obesity. The trial will examine the effects of a cutting-edge intervention using evidence-based wearable device functions alone or in combination with evidence-based health coaching on movement behaviours and cardiometabolic risk factors.
All participants will provide written informed consent prior to participation and will be informed that they may withdraw from the study at any time during the study period. A staff member without access to participant information will generate a computer-based randomization list using permuted blocks of six, with two participants allocated to each of the three groups (two intervention groups and one control group) per block, in a 2:2:2 allocation ratio.
The control group will not receive a Fitbit device and will be asked to continue their usual lifestyle. The two intervention groups will use four evidence-based Fitbit functions: step goal setting, sleep goal setting, activity prompts, and community functions. The key difference between the two intervention groups is that one group will additionally receive a structured health coaching program adapted from the U.S. Centers for Disease Control and Prevention (CDC) National Diabetes Prevention Program (NDPP), as used in our prior trial.
The CDC NDPP recommends that at least 22 health coaching sessions be delivered over a 1-year period, depending on participants' needs, and provides corresponding curricula and handouts outlining session content. Coaching sessions will be delivered by trained research staff who have received appropriate professional training in health coaching delivery.
The lifestyle change program will include, but not be limited to:
- education on cardiometabolic disease risk factors (e.g., type 2 diabetes, coronary heart disease, and stroke);
- goal planning and goal setting;
- strategies for self-monitoring physical activity, sleep, diet, and stress;
- strategies for initiating and maintaining favourable levels of physical activity, diet, and sleep;
- strategies for obtaining support from family, friends, and co-workers; and
- review of achievements and challenges during the intervention period, with goal setting and planning for the subsequent 6-month follow-up period.
Participants will attend the research laboratory on three occasions: at baseline, immediately after the 12-month intervention, and at the 6-month follow-up. Assessments will include demographic information, standing height, body weight, body mass index, waist circumference, hip circumference, waist-to-hip ratio, systolic and diastolic blood pressure, and questionnaires.
At each laboratory visit, one EDTA blood sample and one clotted blood sample will be collected by a trained phlebotomist and analysed by an accredited medical diagnostic centre to assess cardiometabolic risk markers, including total cholesterol, HDL cholesterol, LDL cholesterol, and triglycerides.
An Axivity AX6 device will be used as a research-grade accelerometer to assess movement behaviours, including sleep, sedentary time, light physical activity, moderate-to-vigorous physical activity (MVPA), steps, energy expenditure, and resting heart rate. Participants will also be asked to wear the Axivity device on the dominant wrist for seven consecutive days at baseline and post-intervention.
Research staff will access participants' Fitbit web accounts to extract Fitbit data, activate Fitbit functions for the intervention groups, and monitor device battery life. Reminders to wear and charge the Fitbit and research-grade accelerometer will be sent every seven days via WhatsApp to promote protocol compliance. To further support adherence, participants who complete all study assessments will receive a HKD 500 supermarket voucher.
- Being tested
- Fitbit Wearable Device, Lifestyle Coaching Program
- Keywords
- movement behavior, NDPP Program, randomized controlled trial, wearable technology
- Medical subject headings
- Motor Activity
What participants receive
What participants receive. In a randomised study each person is assigned to one group by chance.
Fitbit Wearable DeviceDevice
Participants will use a Fitbit wearable device with the following evidence-based functions enabled: step goal setting (10% higher than baseline daily steps), sleep goal setting (8 hours per day), activity prompts (vibration alert when fewer than 250 steps are accumulated per hour), and community features such as activity or exercise challenges. These functions support self-monitoring, goal setting, prompts, feedback, and social support.
Lifestyle Coaching ProgramBehavioural
Participants will receive a structured lifestyle coaching program adapted from the U.S. Centers for Disease Control and Prevention National Diabetes Prevention Program (NDPP). The program includes at least 22 coaching sessions delivered over approximately 12 months. Sessions focus on cardiometabolic disease risk factors, goal setting, self-monitoring of physical activity, sleep, diet, and stress, strategies to initiate and maintain healthy behaviors, social support, and review of progress and challenges.
| Study group | Role | What they receive |
|---|---|---|
| Usual Care Control | No intervention | Participants will continue their usual lifestyle without receiving a wearable device or behavioral intervention. |
| Fitbit Only | Experimental | Participants will receive a Fitbit wearable device and use selected Fitbit functions related to physical activity and sleep. Receives: Device: Fitbit Wearable Device |
| Fitbit + Lifestyle Coaching | Experimental | Participants will receive a Fitbit wearable device and participate in a structured lifestyle coaching program adapted from the U.S. CDC National Diabetes Prevention Program (NDPP). Receives: Behavioral: Lifestyle Coaching Program |
What is being measured
The primary outcome is the main question the study is designed to answer.
24-hour Movement Behavior Composition (Accelerometer-derived)
The primary outcome is the 24-hour composition of movement behaviors, defined as the relative distribution of time spent in sedentary behavior, light physical activity, moderate-to-vigorous physical activity (MVPA), and sleep within a 24-hour period. These components will be derived from accelerometer data and jointly analyzed as a single compositional outcome using compositional data analysis methods.
Measured: Baseline, 12-month post-intervention
Secondary outcomes (4)
Body Weight
Body weight measured using a calibrated digital scale. Unit of Measure: Kilograms (kg)
Measured: Baseline, 12 months
Waist Circumference
Waist circumference measured at the midpoint between the lowest rib and the iliac crest. Unit of Measure: Centimeters (cm)
Measured: Baseline, 12 months
Blood Pressure
Systolic and diastolic blood pressure measured using a standardized BP monitor. Unit of Measure: mmHg
Measured: Baseline, 12 months
Blood Lipid Profile
Total cholesterol, HDL cholesterol, LDL cholesterol, and triglycerides measured from fasting blood samples. Unit of Measure: mmol/L
Measured: Baseline, 12 months
Timeline
From the start of the study to its completion; the mark is today. Estimated dates are the sponsor’s plan.
- First posted2 Feb 2026
- Study start1 Jan 2025
- Primary completion1 Jun 2027 (estimated)
- Study completion31 Dec 2027 (estimated)
Resources
- Official record on ClinicalTrials.govThe registry entry this page is built from, with its full change history.
- Other trials for Fitness TrackersStudies of the same condition, open and under way.
- More trials run by The University of Hong KongThe sponsor's other registered studies.
- What the trial phases meanHow a treatment moves from first tests in people to approval.
More details
For doctors and researchers: how the study is designed, who runs it, and its registry IDs.
Study design
- Study type
- Interventional
- Phase
- Phase N/A
- Primary purpose
- Prevention
- Allocation
- Randomised
- Intervention model
- Parallel groups
- Model description
- parallel-group, open randomized controlled trial
- Masking
- Double blind
- Who is masked
- Investigator, Outcomes assessor
- Enrolment
- 133 participants (estimated)
Sponsor and investigators
- Lead sponsor
- The University of Hong Kong
- Sponsor type
- University, hospital or other
- Responsible party
- Principal investigator, Dr. Kim, Youngwon, The University of Hong Kong
IDs, dates and publications
- ClinicalTrials.gov ID
- NCT07379970
- Sponsor's protocol ID
- healthcoachingrct
- Status last verified
- Jan 2026
- First submitted
- 15 Jan 2026
- Last updated
- 2 Feb 2026
- Results posted
- No
- Data monitoring committee
- No
- FDA-regulated drug
- No
- FDA-regulated device
- No
- Individual data sharing
- Yes: The datasets analysed during the current study and statistical code are available from the corresponding author on reasonable request, as is the full protocol.
Study at a glance
From the registry record, last updated by the sponsor on 2 Feb 2026. Recruitment status is as the sponsor reported it: confirm with the study team.
- Official title
- Effects of Wearable Device Functions and Health Coaching on Device-measured Movement Behaviours and Cardiometabolic Risk Factors in Adults With Central Obesity: a Randomised Controlled Trial
- ClinicalTrials.gov ID
- NCT07379970
- Acronym / sponsor ID
- healthcoachingrct
- Keywords
- movement behavior, NDPP Program, randomized controlled trial, wearable technology
- Study type
- Interventional
- Recruitment status
- Recruiting
- Enrolment
- 133 participants (estimated)
- Lead sponsor
- The University of Hong KongUniversity, hospital or other
- Study start
- 1 Jan 2025 (actual)
- Primary completion
- 1 Jun 2027 (estimated)
- Study completion
- 31 Dec 2027 (estimated)
- First posted
- 2 Feb 2026 (actual)
- Results
- Not posted in the source record
Clinical summary
The research question as the sponsor registered it. This describes what the study plans to test, not what it found.
This study is a randomized controlled trial. The objective of this study is to investigate:
- the effects of 1-year evidence-based interventions incorporating wearable device functions alone on device-measured movement behaviours and cardiometabolic risk factors among adults with central obesity; and
- the effects of 1-year evidence-based interventions incorporating wearable device functions combined with health coaching on device-measured movement behaviours and cardiometabolic risk factors among adults with central obesity.
We hypothesise that the use of wearable device functions in combination with health coaching will lead to significantly greater improvements in device-measured movement behaviours and cardiometabolic risk factors compared with no intervention and wearable device functions alone, both after the 12-month intervention and at the 6-month follow-up.
This study will implement a parallel-group, open-label, 1-year randomized controlled trial involving 133 adults aged 40 years or older with central obesity. The trial will examine the effects of a cutting-edge intervention using evidence-based wearable device functions alone or in combination with evidence-based health coaching on movement behaviours and cardiometabolic risk factors.
All participants will provide written informed consent prior to participation and will be informed that they may withdraw from the study at any time during the study period. A staff member without access to participant information will generate a computer-based randomization list using permuted blocks of six, with two participants allocated to each of the three groups (two intervention groups and one control group) per block, in a 2:2:2 allocation ratio.
The control group will not receive a Fitbit device and will be asked to continue their usual lifestyle. The two intervention groups will use four evidence-based Fitbit functions: step goal setting, sleep goal setting, activity prompts, and community functions. The key difference between the two intervention groups is that one group will additionally receive a structured health coaching program adapted from the U.S. Centers for Disease Control and Prevention (CDC) National Diabetes Prevention Program (NDPP), as used in our prior trial.
The CDC NDPP recommends that at least 22 health coaching sessions be delivered over a 1-year period, depending on participants' needs, and provides corresponding curricula and handouts outlining session content. Coaching sessions will be delivered by trained research staff who have received appropriate professional training in health coaching delivery.
The lifestyle change program will include, but not be limited to:
- education on cardiometabolic disease risk factors (e.g., type 2 diabetes, coronary heart disease, and stroke);
- goal planning and goal setting;
- strategies for self-monitoring physical activity, sleep, diet, and stress;
- strategies for initiating and maintaining favourable levels of physical activity, diet, and sleep;
- strategies for obtaining support from family, friends, and co-workers; and
- review of achievements and challenges during the intervention period, with goal setting and planning for the subsequent 6-month follow-up period.
Participants will attend the research laboratory on three occasions: at baseline, immediately after the 12-month intervention, and at the 6-month follow-up. Assessments will include demographic information, standing height, body weight, body mass index, waist circumference, hip circumference, waist-to-hip ratio, systolic and diastolic blood pressure, and questionnaires.
At each laboratory visit, one EDTA blood sample and one clotted blood sample will be collected by a trained phlebotomist and analysed by an accredited medical diagnostic centre to assess cardiometabolic risk markers, including total cholesterol, HDL cholesterol, LDL cholesterol, and triglycerides.
An Axivity AX6 device will be used as a research-grade accelerometer to assess movement behaviours, including sleep, sedentary time, light physical activity, moderate-to-vigorous physical activity (MVPA), steps, energy expenditure, and resting heart rate. Participants will also be asked to wear the Axivity device on the dominant wrist for seven consecutive days at baseline and post-intervention.
Research staff will access participants' Fitbit web accounts to extract Fitbit data, activate Fitbit functions for the intervention groups, and monitor device battery life. Reminders to wear and charge the Fitbit and research-grade accelerometer will be sent every seven days via WhatsApp to promote protocol compliance. To further support adherence, participants who complete all study assessments will receive a HKD 500 supermarket voucher.
Study design
- Primary purpose
- Prevention
- Allocation
- Randomised
- Intervention model
- Parallel groups
- Masking
- Double blind (investigator, outcomes assessor)
- Number of arms
- 3
- Model description
- parallel-group, open randomized controlled trial
| Arm | Type | Receives |
|---|---|---|
| Usual Care Control | No intervention | –Participants will continue their usual lifestyle without receiving a wearable device or behavioral intervention. |
| Fitbit Only | Experimental | Device: Fitbit Wearable DeviceParticipants will receive a Fitbit wearable device and use selected Fitbit functions related to physical activity and sleep. |
| Fitbit + Lifestyle Coaching | Experimental | Behavioral: Lifestyle Coaching ProgramParticipants will receive a Fitbit wearable device and participate in a structured lifestyle coaching program adapted from the U.S. CDC National Diabetes Prevention Program (NDPP). |
Who may qualify
- Ages
- 40 years and older
- Sex
- All
- Healthy volunteers
- Not accepted
- Age groups
- Adult, Older adult
Key inclusion criteria (6 listed)
- Age 40 years or older
- Central obesity, defined as waist circumference: ≥90 cm for men; ≥80 cm for women
- Insufficient physical activity based on World Health Organization (WHO) guidelines
- Physical activity assessed using the International Physical Activity Questionnaire (IPAQ) - Short Form
- Ownership of a smartphone
Key exclusion criteria (1 listed)
- unable to perform daily-life activities, based on the Physical Activity Readiness-Questionnaire (PAR-Q) (24) and/or participation in another lifestyle-change intervention study.
Eligibility is decided by the study team after screening; this overview does not establish that a patient qualifies. Full inclusion and exclusion criteria.
Interventions
| Intervention | Type | Arms |
|---|---|---|
| Fitbit Wearable DeviceParticipants will use a Fitbit wearable device with the following evidence-based functions enabled: step goal setting (10% higher than baseline daily steps), sleep goal setting (8 hours per day), activity prompts (vibration alert when fewer than 250 steps are accumulated per hour), and community features such as activity or exercise challenges. These functions support self-monitoring, goal setting, prompts, feedback, and social support. | Device | Fitbit Only |
| Lifestyle Coaching ProgramParticipants will receive a structured lifestyle coaching program adapted from the U.S. Centers for Disease Control and Prevention National Diabetes Prevention Program (NDPP). The program includes at least 22 coaching sessions delivered over approximately 12 months. Sessions focus on cardiometabolic disease risk factors, goal setting, self-monitoring of physical activity, sleep, diet, and stress, strategies to initiate and maintain healthy behaviors, social support, and review of progress and challenges. | Behavioural | Fitbit + Lifestyle Coaching |
Primary outcome
24-hour Movement Behavior Composition (Accelerometer-derived)
Time frame: Baseline, 12-month post-intervention
The primary outcome is the 24-hour composition of movement behaviors, defined as the relative distribution of time spent in sedentary behavior, light physical activity, moderate-to-vigorous physical activity (MVPA), and sleep within a 24-hour period. These components will be derived from accelerometer data and jointly analyzed as a single compositional outcome using compositional data analysis methods.
4 secondary outcomes
Body Weight
Time frame: Baseline, 12 months
Waist Circumference
Time frame: Baseline, 12 months
Blood Pressure
Time frame: Baseline, 12 months
Blood Lipid Profile
Time frame: Baseline, 12 months
Results and safety
This study is still under way. Results are not available in the source record yet.
Research links
- Official record on ClinicalTrials.govLast updated by the sponsor 2 Feb 2026.
- Individual participant dataSharing planned: Yes. The datasets analysed during the current study and statistical code are available from the corresponding author on reasonable request, as is the full protocol.
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Referral and contact
AzTrials does not enrol participants or take referrals. Contact the study team or a site listed below; they decide who can take part.
1 site in 1 country: see every site and its status.
Questions about this trial
What is this clinical trial studying?
A study testing Fitbit Wearable Device and Lifestyle Coaching Program in people with Fitness Trackers and Cardio Vascular Disease, run by The University of Hong Kong at 1 site in Hong Kong.
The full registered description is in the About this study section and the official record.
Who may be eligible to take part?
The sponsor lists 6 inclusion and 1 exclusion criteria. Eligibility is decided by the study team after screening, so read the full criteria and contact a listed site.
Is this clinical trial currently recruiting?
The record says: looking for participants now, as of the sponsor's last update on 2 Feb 2026. Status can change between updates, so confirm with the study contact before making plans.
Where is the study taking place?
The record lists 1 site in Hong Kong. Whether a site is taking part right now should be confirmed with that site. See every site.
What are the possible benefits and risks?
They depend on the study and the treatment, and no study can promise a benefit. The study team explains the known risks during informed consent, before anyone joins; the record itself does not list them.
Are results available for this study?
This study is still under way. Results are not available in the source record yet.
How can a doctor refer a patient or contact the research team?
Contact Youngwon Kim (852 28315252, youngwon.kim@hku.hk), or a site near the patient. AzTrials does not enrol participants or take referrals.
What does the primary outcome measure?
24-hour Movement Behavior Composition (Accelerometer-derived) (time frame: Baseline, 12-month post-intervention). It is what the study was designed to measure, not a finding.
Where can I read the original study information?
Does a listing mean the treatment is approved or proven to work?
No. A listing means the study is registered. It does not show that the treatment is safe, works, or is approved by a regulator.
How often is this information updated?
AzTrials copies changed records from ClinicalTrials.gov every night and reloads the whole registry every week. The sponsor last updated this record on 2 Feb 2026.