Recruiting

Observational Study

Sponsor:

Boston University

Code:

NCT07270185

Conditions

Physical Activity

Eligibility Criteria

Sex: All

Age: 18 - 70+

Healthy Volunteers: Not accepted

Study Details

Brief summary:

Physical activity and its intensity level is a critical determinant of health. Digital Health Technologies, such as wearable accelerometers (wrist-worn watch-like devices), can provide researchers and clinicians with objective measures of activity intensity, duration, and effect on an individual's physiology which can provide important insight into overall health. The purpose of this observational study is to assess how well wrist-worn devices can measure the intensity of movement and exercise. This study is designed to rigorously validate existing activity classification algorithms using synchronized multi-sensor data and indirect calorimetry during structured, semi-structured, and free-living tasks.

Conditions

Physical Activity

Study ID

NCT07270185

Start date

Dec 4, 2025

Status verified date

Dec, 2025

Completion date

Dec, 2026

Anticipated

Primary completion date

Dec, 2026

Anticipated

Eligibility Criteria

Eligibility Criteria

Sex: All

Age: 18 - 70+

Healthy Volunteers: Not accepted

Inclusion Criteria:

  • Participant is willing and able to comply with study instructions, study visits, and procedures including wearing a tight-fitting respiratory mask
  • Able to ambulate independently, including walking/running on a treadmill without assistance.
  • Demonstrates fluency in English
  • Montreal Cognitive Assessment (MoCA) score of ≥26
  • Score of 100 on the Barthel Index
  • Participant has reliable access to internet

Exclusion Criteria:

  • Participation in other digital device trials within 1 week or investigational drug trials within 5 half-lives of last dose.
  • Allergy to polyurethane resin (strap/wristband component), silicone rubber, nickel and/or steel.
  • Has any planned surgical, dental, or medical procedure that would overlap with study participation.
  • Participants with cardiac pacemakers, electronic pumps or any other implanted medical devices.
  • Has any clinically significant medical disorder, condition, disease or clinically significant finding at intake that precludes participant's participation in study activities including any self-reported diagnosis of cardiovascular disease, metabolic disorder, chronic obstructive pulmonary disease, cerebral vascular accident/stroke, stage 2 hypertension, use of any medication which alters heart rate (HR) response (e.g., Beta blockers and calcium blockers), any history of myocardial infarction high-risk unstable angina, uncontrolled cardiac arrhythmias, active endocarditis, symptomatic severe aortic stenosis, decompensated symptomatic heart failure, acute pulmonary embolus or pulmonary infarction, acute noncardiac disorder that my affect exercise performance/be worsened by exercise (e.g., infection, renal failure), acute myocarditis or pericarditis, left main coronary stenosis or its equivalent, moderate stenotic valvular heart disease, electrolyte abnormalities, tachyarrhythmia or bradyarrhythmia's, atrial fibrillation, high-degree Atrioventricular (AV) block, mobility/orthopedic limitations.
  • Has any skin conditions, open wounds, or other conditions on the wrists that may interfere with wrist-worn wearable sensors.
  • Has tuberculosis, oral lesions (sores, bleeding gums), any respiratory illnesses, and/or any other known transmissible infectious diseases during subsequent study visits.
  • Any changes to recorded health status from intake that would deem participant to be ineligible during subsequent study visits.
  • Has Asthma
  • Has claustrophobia
  • Participants who are investigational site staff members directly involved in the conduct of the study and their family members, site staff members otherwise supervised by the investigator, or participants who are employees directly involved in the conduct of the study.
  • Has a history of regular alcohol consumption exceeding 7 drinks/week for females or 14 drinks/week for males (1 drink = 5 ounces (150 mL) wine, 12 ounces (360 mL) of beer, or 1.5 ounces (45 mL) of hard liquor) within 12 months of Visit 1 as disclosed by participant during evaluation.
  • Is a female who is breastfeeding or pregnant, as disclosed by the participant.
  • Class III Obesity: Body Mass Index (BMI) ≥ 40 kg/m2
  • Underweight: BMI < 18.5 kg/m2
  • Resting systolic blood pressure ≥ 160 mmHg and/or diastolic blood pressure ≥ 100 mmHg
  • Resting heart rate <40 or ≥ 110 beats/min (for participants ≥60 years)
  • Current tobacco/nicotine use

Study Design

Enrollment

54 participants

Anticipated

Interventions and Outcome Measures

Arms

Physical activity assessment in healthy adults

Healthy adults who can meet the eligibility criteria will comprise the study cohort.

Primary outcome measure

  • Physical activity (PA) based on algorithms compared to indirect calorimetry [ Time Frame: 5 days ]

Central Contacts and Locations

Central contacts

Kevin C Thomas, PhD MBA

617-414-2335kipthoma@bu.edu

Colleen Fetherston, BA

973-975-7915collfeth@bu.edu

Locations

Boston Medical Center and BU Medical Campus

Recruiting

Boston, Massachusetts, United States, 02118

Contacts

Colleen Fetherston, BA

collfeth@bu.edu

More Information

Sponsor

Boston University

Last update posted

Dec 12, 2025

Last verified

Dec, 2025

Keywords

  • Wearable accelerometers
  • COSMED K5 device
  • Montoye
  • ActiGraph
  • SciKit Digital Health (SKDH)

Trial information was received from ClinicalTrials.gov and was last updated on 2026-09-10. This information was provided to ClinicalTrials.gov by Boston University on 2025-12-12.