- ICH GCP
- US Clinical Trials Registry
- Clinical Trial NCT04142281
ILSI Energy Balance Study
A Novel Estimation of Energy Balance Through the Calibration of Consumer Devices in Free-living, Rural US Children
The purpose of this study is to apply measurement error techniques on consumer devices to assess rate of energy storage [ES] and energy expenditure [EE], then estimate EI using the intake-balance technique.
The goal of this study is to develop calibration models that will be able to be translated to other consumer devices with only minor modifications given common hardware (e.g. triaxial accelerometry), resulting in overall improved ability to assess energy balance and EI at a population level and positive health outcomes.
Study Overview
Status
Conditions
Detailed Description
There are four stages in the proposed project: 1) We will validate EE and ES (hereafter, Fitbit_EE and Fitbit_ES) from a consumer physical activity monitor (Fitbit Alta HR™) and body composition analyzer (Fitbit Aria™) with gold-standard measures of DLW for EE and DXA for ES during a 14-day baseline period; 2) We will estimate EI using the intake-balance method during the 14-day baseline period; 3) We will calibrate daily Fitbit_EE and Fitbit_ES from consumer devices using a Bayesian semi-parametric measurement error modeling approach to estimate energy balance; 4) We will reassess our validation and calibration models of consumer devices during a 14-day post-study assessment period to evaluate changes associated with growth and development with gold-standard measures of DLW for EE and DXA for ES.
Aims of the proposed study are to:
Specific Aim 1. Validate and calibrate consumer devices to estimate energy balance using gold-standard methods and a Bayesian semi-parametric approach. Hypothesis 1: We will be able to jointly model measurement error for both EE and ES to create a calibration model that reduces bias and improves accuracy of consumer devices of EE and ES.
Specific Aim 2. Estimate energy intake using the intake-balance technique using consumer monitors. Hypothesis 2:We will use calibrated EE and ES from consumer monitors to estimate EI using the intake-balance technique, with values being superior to self-reported EI.
Study Type
Enrollment (Actual)
Contacts and Locations
Study Locations
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Missouri
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Kansas City, Missouri, United States, 64108
- Children's Mercy Kansas City
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Participation Criteria
Eligibility Criteria
Ages Eligible for Study
Accepts Healthy Volunteers
Genders Eligible for Study
Sampling Method
Study Population
Description
Inclusion Criteria:
- Healthy children and adults, aged 8-90.
- Able to be physically active.
Exclusion Criteria:
- History of restrained eating, eating disorders, bariatric surgery, or other significant medical diagnosis that could impact metabolism.
- Participants taking thyroid medications, beta blockers, or other stimulants (medications are known to affect metabolism).
Study Plan
How is the study designed?
Design Details
What is the study measuring?
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
---|---|---|
Energy intake
Time Frame: 8 weeks
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Energy intake will be assessed subjectively via interviewer-administered dietary recalls.
Three dietary recalls will occur on randomly selected non-consecutive days over each one-week treatment condition (including at least one weekend day) to minimize preparation that could bias recall by the participants.
All interviews will be conducted over the telephone, will ask about all foods consumed over the previous 24 hours using a multi-pass approach, and energy intake will be calculated using the Nutrient Data System for Research software (NDSR Version 2014).
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8 weeks
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Secondary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
---|---|---|
Energy expenditure
Time Frame: 2 weeks
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Energy expenditure will be assessed using the doubly labelled water (DLW) technique over a two week period.
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2 weeks
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Body composition
Time Frame: 8 weeks
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Assessment of body composition, including fat mass, fat free mass, and visceral adipose tissue, will be completed using dual energy X-ray absorptiometry (DXA).
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8 weeks
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Collaborators and Investigators
Collaborators
Investigators
- Principal Investigator: Robin Shook, PhD, Children's Mercy Kansas City
Study record dates
Study Major Dates
Study Start (Actual)
Primary Completion (Actual)
Study Completion (Actual)
Study Registration Dates
First Submitted
First Submitted That Met QC Criteria
First Posted (Actual)
Study Record Updates
Last Update Posted (Actual)
Last Update Submitted That Met QC Criteria
Last Verified
More Information
Terms related to this study
Keywords
Other Study ID Numbers
- 17030190
Plan for Individual participant data (IPD)
Plan to Share Individual Participant Data (IPD)?
Drug and device information, study documents
Studies a U.S. FDA-regulated drug product
Studies a U.S. FDA-regulated device product
This information was retrieved directly from the website clinicaltrials.gov without any changes. If you have any requests to change, remove or update your study details, please contact register@clinicaltrials.gov. As soon as a change is implemented on clinicaltrials.gov, this will be updated automatically on our website as well.
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