Force plate assessment
OtherOn Day 1, Day 45 and Day 90: 3x drop jumps, 2 min rest, 3x counter movement jumps, 2 min rest, 3x dynamic push-ups
NCT Number: NCT06425939
Heart rate variability (HRV) is a measure of the variation in time between each heartbeat.
It is an indirect and ubiquitous biomarker of performance readiness and recovery measured by most consumer-grade wearable fitness trackers. However, there is little documented on the relationship between HRV, training load, and performance measures in the Real-World.
Whoop wrist-worn activity trackers have been validated against the gold-standard Electrocardiography (ECG) for HRV and HR measurements. Whoop leverages photoplethysmography (PPG) technology to continuously track (HR, HRV, respiratory rate, energy expenditure) and provides, daily, individual insights, trends, and coaching to improve strain, sleep, and recovery. Research has demonstrated that heart rate variability (HRV) guided training may be more optimal compared to predetermined training for aerobic exercise improvements.
The purpose of this study is to assess the feasibility of providing personalized training recommendations based on HRV measured by a consumer-grade wearable (Whoop) in a real-world setting to better understand the HRV relationship with performance.
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Notify Me25 year–50 year
All sexes
Interventional
Not applicable
PepsiCo R&D, Gatorade Sports Science Institute, Chicago, Illinois, United States
The purpose of this study is to determine if Training Intensity (%HRmax in min.) during Low HRV periods acutely (below HRV baseline next day and consecutive days) and chronically (weeks below previous weeks HRV baseline) will have a negative relationship with Post-Test Performance Metrics as measured by Force Plates, which could lead to personalized training recommendations using HRV. The Investigators conducted a pilot study using Whoop devices to monitor 50 subjects for 3 months and observed that individuals had High Training Load (above their baseline) on Low HRV days (below their baseline) on over 200 days. The Investigators hypothesize seeing similar High Training Load on Low HRV days during this study and would like to understand that relationship with Performance
Primary objective: To determine if Training Intensity (%HRmax in min.) during Low HRV periods acutely (below HRV baseline next day and consecutive days) and chronically (weeks below previous weeks HRV baseline) will have a negative relationship with Post-Test Performance Metrics as measured by Force Plates.
Secondary Objective : Measure and determine if subjective journal entries (mood, anxiety, recovery, etc.) are related to HRV, RHR, Sleep Quantity, and Sleep Efficiency.
Healthy volunteers accepted: Yes
Only the study team can determine whether someone qualifies for participation.
Inclusion criteria
Exclusion criteria
On Day 1, Day 45 and Day 90: 3x drop jumps, 2 min rest, 3x counter movement jumps, 2 min rest, 3x dynamic push-ups
Whoop wrist worn activity tracker (not a medical device) collects continuous data via smartphone app. This is a marketed device. This is not a device study.
Time frame: Change from baseline (Day 1) to mid-study (Day 45) and end of study (Day 90)
% HRmax (in minutes) measured by force plates
Time frame: Change from baseline (Day 1) to mid-study (Day 45) and end of study (Day 90)
Reactive Strength Index in cm/s using force plates
Time frame: Change from baseline (Day 1) to mid-study (Day 45) and end of study (Day 90)
W/kg using force plates
Time frame: Change from baseline (Day1) to mid-study (Day 45) and end of study (Day 90)
(cm) using force plates
Time frame: Change from baseline (Day 1) to mid-study (Day 45) and end of study (Day 90)
(N)) using force plates
Time frame: Daily for 90 days
True or False answers to Whoop app journal questions for mood, e.g., nervous, anxious, stability, motivation, energy, feeling sick or stressed, hydration, recovery, consumption of alcohol, caffeine, or melatonin
Time frame: Daily for 90 days
True or False answers to Whoop app journal questions for mood, e.g., nervous, anxious, stability, motivation, energy, feeling sick or stressed, hydration, recovery, consumption of alcohol, caffeine, or melatonin
Time frame: Daily for 90 days
True or False answers to Whoop app journal questions for mood, e.g., nervous, anxious, stability, motivation, energy, feeling sick or stressed, hydration, recovery, consumption of alcohol, caffeine, or melatonin
Time frame: Daily for 90 days
True or False answers to Whoop app journal questions for mood, e.g., nervous, anxious, stability, motivation, energy, feeling sick or stressed, hydration, recovery, consumption of alcohol, caffeine, or melatonin
PepsiCo Global R&D
Industry
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View the official ClinicalTrials.gov record (opens in a new tab)This listing is for discovery and informational purposes only. It is not medical advice, does not guarantee that a study is recruiting, and does not determine eligibility. Contact the study team and a qualified healthcare professional when considering participation.
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