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Featured researches published by Brittany Masteller.


Journal of Medical Internet Research | 2017

Youth Oriented Activity Trackers: Comprehensive Laboratory- and Field-Based Validation

John R. Sirard; Brittany Masteller; Patty S. Freedson; Albert Mendoza; Amanda Hickey

Background Commercial activity trackers are growing in popularity among adults and some are beginning to be marketed to children. There is, however, a paucity of independent research examining the validity of these devices to detect physical activity of different intensity levels. Objectives The purpose of this study was to determine the validity of the output from 3 commercial youth-oriented activity trackers in 3 phases: (1) orbital shaker, (2) structured indoor activities, and (3) 4 days of free-living activity. Methods Four units of each activity tracker (Movband [MB], Sqord [SQ], and Zamzee [ZZ]) were tested in an orbital shaker for 5-minutes at three frequencies (1.3, 1.9, and 2.5 Hz). Participants for Phase 2 (N=14) and Phase 3 (N=16) were 6-12 year old children (50% male). For Phase 2, participants completed 9 structured activities while wearing each tracker, the ActiGraph GT3X+ (AG) research accelerometer, and a portable indirect calorimetry system to assess energy expenditure (EE). For Phase 3, participants wore all 4 devices for 4 consecutive days. Correlation coefficients, linear models, and non-parametric statistics evaluated the criterion and construct validity of the activity tracker output. Results Output from all devices was significantly associated with oscillation frequency (r=.92-.99). During Phase 2, MB and ZZ only differentiated sedentary from light intensity (P<.01), whereas the SQ significantly differentiated among all intensity categories (all comparisons P<.01), similar to AG and EE. During Phase 3, AG counts were significantly associated with activity tracker output (r=.76, .86, and .59 for the MB, SQ, and ZZ, respectively). Conclusions Across study phases, the SQ demonstrated stronger validity than the MB and ZZ. The validity of youth-oriented activity trackers may directly impact their effectiveness as behavior modification tools, demonstrating a need for more research on such devices.


Jmir mhealth and uhealth | 2017

The Physical Activity Tracker Testing in Youth (P.A.T.T.Y.) Study: Content Analysis and Children’s Perceptions

Brittany Masteller; John R. Sirard; Patty S. Freedson

Background Activity trackers are widely used by adults and several models are now marketed for children. Objective The aims of this study were to (1) perform a content analysis of behavioral change techniques (BCTs) used by three commercially available youth-oriented activity trackers and (2) obtain feedback describing children’s perception of these devices and the associated websites. Methods A content analysis recorded the presence of 36 possible BCTs for the MovBand (MB), Sqord (SQ), and Zamzee (ZZ) activity trackers. In addition, 16 participants (mean age 8.6 years [SD 1.6]; 50% female [8/16]) received all three trackers and were oriented to the devices and websites. Participants were instructed to wear the trackers on 4 consecutive days and spend ≥10 min/day on each website. A cognitive interview and survey were administered when the participant returned the devices. Qualitative data analysis was used to analyze the content of the cognitive interviews. Chi-square analyses were used to determine differences in behavioral monitoring and social interaction features between websites. Results The MB, SQ, and ZZ devices or websites included 8, 15, and 14 of the possible 36 BCTs, respectively. All of the websites had a behavioral monitoring feature (charts for tracking activity), but the percentage of participants indicating that they “liked” those features varied by website (MB: 8/16, 50%; SQ: 6/16, 38%; ZZ: 11/16, 69%). Two websites (SQ and ZZ) included an “avatar” that the user could create to represent themselves on the website. Participants reported that they “liked” creating and changing their avatar (SQ: 12/16, 75%, ZZ: 15/16, 94%), which was supported by the qualitative analyses of the cognitive interviews. Most participants (75%) indicated that they would want to wear the devices more if their friends were wearing a tracker. No significant differences were observed between SQ and ZZ devices in regards to liking or use of social support interaction features (P=.21 to .37). Conclusions The websites contained several BCTs consistent with previously identified strategies. Children “liked” the social aspects of the websites more than the activity tracking features. Developers of commercial activity trackers for youth may benefit from considering a theoretical perspective during the website design process.


Pediatric Exercise Science | 2018

Effect of a Suspension-Trainer-Based Movement Program on Measures of Fitness and Functional Movement in Children: A Pilot Study

Christine W. St. Laurent; Brittany Masteller; John R. Sirard

PURPOSE The purpose of this pilot study was to assess the efficacy of a suspension-training movement program to improve muscular- and skill-related fitness and functional movement in children, compared with controls. METHODS In total, 28 children [male: 46%; age: 9.3 (1.5) y; body mass index percentile: 68.6 (27.5)] were randomly assigned to intervention (n = 17) or control (n = 11) groups. The intervention group participated in a 6-week suspension-training movement program for two 1-hour sessions per week. Muscular- and skill-related fitness and functional movement assessments were measured at baseline and following the intervention. Analyses of covariance models were used to assess the effects of time and intervention. RESULTS The intervention participants achieved greater improvements in Modified Pull-Up performance (P = .01, Cohens d = 0.54) and Functional Movement Screen score (P < .001, Cohens d = 1.89), relative to controls. CONCLUSION The suspension-training intervention delivered twice a week was beneficial for upper body pulling muscular endurance and the Functional Movement Screen score. Future interventions using this modality in youth would benefit from larger, more diverse samples (through schools or community fitness centers) and a longer intervention length.


Medicine and Science in Sports and Exercise | 2018

Sensitivity of a Consumer Activity Tracker to Detect Changes In Lab-based and Free-living Activity Settings: 1121 May 31 9

Greg J. Petrucci; Patty S. Freedson; Brittany Masteller; Melanna F. Cox; John Staudenmayer; John R. Sirard


Medicine and Science in Sports and Exercise | 2018

The Development And Testing Of A Direct Observation Protocol For Children’S Free-play Activity: 2853 Board #136 June 1 2

Melanna F. Cox; Gregory J. Petrucci; Brittany Masteller; John R. Sirard


Journal for the Measurement of Physical Behaviour | 2018

Sensitivity of the Misfit Shine™ to Detect Changes in Laboratory-Based and Free-Living Physical Activity

Greg J. Petrucci; Patty S. Freedson; Brittany Masteller; Melanna F. Cox; John Staudenmayer; John R. Sirard


Medicine and Science in Sports and Exercise | 2017

Testing of a Novel Direct Observation Method for Children’s Free Play Activity: 1672 Board #347 June 1 8

Melanna F. Cox; John Slate-Romano; Haley Vercollone; Danielle Jacobsen; Greg J. Petrucci; Brittany Masteller; John R. Sirard


Medicine and Science in Sports and Exercise | 2017

The Relationship between Vertical Power and Bone Mineral Content in College-Aged Women: 2185 Board #198 June 1 3

Chelsea Wenrich; Brittany Masteller; Swapan Mookerjee; Curt B. Dixon; Joseph L. Andreacci


Medicine and Science in Sports and Exercise | 2017

Comparison Of Step Estimates Between A Consumer Activity Tracker And Research Accelerometer On The Dominant And Non-dominant Wrist: 1756 Board #7 June 1 1

Brittany Masteller; Melanna F. Cox; Greg J. Petrucci; John Staudenmayer; John R. Sirard; Patty S. Freedson


Medicine and Science in Sports and Exercise | 2015

Field Evaluation of Commercially Available Youth Activity Trackers: 3414 Board #175 May 30, 8

John R. Sirard; Brittany Masteller

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Melanna F. Cox

University of Massachusetts Amherst

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Patty S. Freedson

University of Massachusetts Amherst

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Greg J. Petrucci

University of Massachusetts Amherst

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John Staudenmayer

University of Massachusetts Amherst

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Albert Mendoza

San Francisco State University

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Amanda Hickey

University of Massachusetts Amherst

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Christine W. St. Laurent

University of Massachusetts Amherst

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Curt B. Dixon

Lock Haven University of Pennsylvania

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Joseph L. Andreacci

Bloomsburg University of Pennsylvania

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