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Investigation Of Algorithms To Assess Validity Of Wearable Technology During Field Testing, Brenna Barrios
Investigation Of Algorithms To Assess Validity Of Wearable Technology During Field Testing, Brenna Barrios
UNLV Theses, Dissertations, Professional Papers, and Capstones
Wearable technology is an emerging fitness trend where the technology which supports it lacks validity verification. Furthermore, heart rate validity of these devices vary greatly when observed in laboratory settings vs. field testing. Secondarily, Consumer Technology Association guidelines require a minimum five minute trial for wearable testing. This study examined heart rate data of previously tested wearable devices (Garmin Fenix 5, Jabra Elite Sport, Motiv Ring, Scosche Rhythm+) in an outdoor setting to further understand their performance, and to examine the relationship of the five minute regulation. Two separate algorithms were applied to the original data set, the first shortened …
Assessing The Validity And Reliability Of Several Heart Rate Monitors In Wearable Technology While Mountain Biking, Bryson Carrier
Assessing The Validity And Reliability Of Several Heart Rate Monitors In Wearable Technology While Mountain Biking, Bryson Carrier
UNLV Theses, Dissertations, Professional Papers, and Capstones
This study sought to assess the validity and reliability of several heart rate (HR) monitors during mountain biking (MTB), compared to the Polar H7® HR monitor, used as the criterion device. Methods: A total of 20 participants completed two MTB trials wearing 6 HR monitors (1 criterion, 5 test devices). HR was recorded on a second-by-second basis for all devices analyzed. After data processing, validity measures were calculated, including 1. Error analysis: mean absolute percentage errors (MAPE), mean absolute error (MAE), and mean error (ME), and 2. Correlation analysis: Lin’s concordance correlation coefficient (CCC) and Pearson’s correlation coefficient ®. Validity …