Literature DB >> 34468950

Establishing a Global Standard for Wearable Devices in Sport and Exercise Medicine: Perspectives from Academic and Industry Stakeholders.

Garrett I Ash1,2, Matthew Stults-Kolehmainen3,4, Michael A Busa5,6, Allison E Gaffey1,7, Konstantinos Angeloudis8, Borja Muniz-Pardos9, Robert Gregory10, Robert A Huggins11, Nancy S Redeker12, Stuart A Weinzimer13, Lauren A Grieco14, Kate Lyden15, Esmeralda Megally16, Ioannis Vogiatzis17,18, LaurieAnn Scher19,20, Xinxin Zhu21, Julien S Baker22,23,24, Cynthia Brandt1,2,25, Michael S Businelle26,27, Lisa M Fucito28,29,30, Stephanie Griggs31, Robert Jarrin32,33, Bobak J Mortazavi34, Temiloluwa Prioleau35, Walter Roberts28, Elias K Spanakis36,37, Laura M Nally13, Andre Debruyne38,39, Norbert Bachl38,39,40,41, Fabio Pigozzi38,39,42,43, Farzin Halabchi38,44,45, Dimakatso A Ramagole38,46, Dina C Janse van Rensburg38,46, Bernd Wolfarth38,47, Chiara Fossati42, Sandra Rozenstoka38,39,48, Kumpei Tanisawa49, Mats Börjesson38,50,51, José Antonio Casajus9,38, Alex Gonzalez-Aguero9,38, Irina Zelenkova9,52, Jeroen Swart38,53, Gamze Gursoy54, William Meyerson55,56, Jason Liu54, Dov Greenbaum54,57,58, Yannis P Pitsiladis59,60,61, Mark B Gerstein54,56,62,63.   

Abstract

Millions of consumer sport and fitness wearables (CSFWs) are used worldwide, and millions of datapoints are generated by each device. Moreover, these numbers are rapidly growing, and they contain a heterogeneity of devices, data types, and contexts for data collection. Companies and consumers would benefit from guiding standards on device quality and data formats. To address this growing need, we convened a virtual panel of industry and academic stakeholders, and this manuscript summarizes the outcomes of the discussion. Our objectives were to identify (1) key facilitators of and barriers to participation by CSFW manufacturers in guiding standards and (2) stakeholder priorities. The venues were the Yale Center for Biomedical Data Science Digital Health Monthly Seminar Series (62 participants) and the New England Chapter of the American College of Sports Medicine Annual Meeting (59 participants). In the discussion, stakeholders outlined both facilitators of (e.g., commercial return on investment in device quality, lucrative research partnerships, and transparent and multilevel evaluation of device quality) and barriers (e.g., competitive advantage conflict, lack of flexibility in previously developed devices) to participation in guiding standards. There was general agreement to adopt Keadle et al.'s standard pathway for testing devices (i.e., benchtop, laboratory, field-based, implementation) without consensus on the prioritization of these steps. Overall, there was enthusiasm not to add prescriptive or regulatory steps, but instead create a networking hub that connects companies to consumers and researchers for flexible guidance navigating the heterogeneity, multi-tiered development, dynamicity, and nebulousness of the CSFW field.
© 2021. The Author(s), under exclusive licence to Springer Nature Switzerland AG.

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Year:  2021        PMID: 34468950      PMCID: PMC8666971          DOI: 10.1007/s40279-021-01543-5

Source DB:  PubMed          Journal:  Sports Med        ISSN: 0112-1642            Impact factor:   11.928


  32 in total

1.  Establishing a Global Standard for Wearable Devices in Sport and Fitness: Perspectives from the New England Chapter of the American College of Sports Medicine Members.

Authors:  Garrett I Ash; Matthew Stults-Kolehmainen; Michael A Busa; Robert Gregory; Carol Ewing Garber; Jason Liu; Mark Gerstein; José Antonio Casajus; Alex Gonzalez-Aguero; Demitri Constantinou; Michael Geistlinger; Fergus M Guppy; Fabio Pigozzi; Yannis P Pitsiladis
Journal:  Curr Sports Med Rep       Date:  2020-02       Impact factor: 1.733

Review 2.  Wearable activity trackers, accuracy, adoption, acceptance and health impact: A systematic literature review.

Authors:  Grace Shin; Mohammad Hossein Jarrahi; Yu Fei; Amir Karami; Nicci Gafinowitz; Ahjung Byun; Xiaopeng Lu
Journal:  J Biomed Inform       Date:  2019-03-23       Impact factor: 6.317

3.  Effect of wearables on sleep in healthy individuals: a randomized crossover trial and validation study.

Authors:  Sarah Berryhill; Christopher J Morton; Adam Dean; Adam Berryhill; Natalie Provencio-Dean; Salma I Patel; Lauren Estep; Daniel Combs; Saif Mashaqi; Lynn B Gerald; Jerry A Krishnan; Sairam Parthasarathy
Journal:  J Clin Sleep Med       Date:  2020-02-11       Impact factor: 4.062

4.  Deep learning paired with wearable passive sensing data predicts deterioration in anxiety disorder symptoms across 17-18 years.

Authors:  Nicholas C Jacobson; Damien Lekkas; Raphael Huang; Natalie Thomas
Journal:  J Affect Disord       Date:  2020-12-27       Impact factor: 4.839

5.  Recommendations for determining the validity of consumer wearable heart rate devices: expert statement and checklist of the INTERLIVE Network.

Authors:  Jan M Mühlen; Julie Stang; Esben Lykke Skovgaard; Pedro B Judice; Pablo Molina-Garcia; William Johnston; Luís B Sardinha; Francisco B Ortega; Brian Caulfield; Wilhelm Bloch; Sulin Cheng; Ulf Ekelund; Jan Christian Brønd; Anders Grøntved; Moritz Schumann
Journal:  Br J Sports Med       Date:  2021-01-04       Impact factor: 13.800

6.  A Multimodal Mobile Sleep Intervention for Young Adults Engaged in Risky Drinking: Protocol for a Randomized Controlled Trial.

Authors:  Lisa M Fucito; Garrett I Ash; Kelly S DeMartini; Brian Pittman; Nancy P Barnett; Chiang-Shan R Li; Nancy S Redeker; Stephanie S O'Malley
Journal:  JMIR Res Protoc       Date:  2021-02-26

7.  Perceived Stress, Subjective, and Objective Symptoms of Disturbed Sleep in Men and Women with Stable Heart Failure.

Authors:  Allison E Gaffey; Sangchoon Jeon; Samantha Conley; Daniel Jacoby; Garrett I Ash; Henry K Yaggi; Meghan O'Connell; Sarah J Linsky; Nancy S Redeker
Journal:  Behav Sleep Med       Date:  2020-05-12       Impact factor: 2.964

8.  Number of Days Required to Estimate Habitual Activity Using Wrist-Worn GENEActiv Accelerometer: A Cross-Sectional Study.

Authors:  Christina B Dillon; Anthony P Fitzgerald; Patricia M Kearney; Ivan J Perry; Kirsten L Rennie; Robert Kozarski; Catherine M Phillips
Journal:  PLoS One       Date:  2016-05-05       Impact factor: 3.240

9.  Just-in-Time Adaptive Interventions (JITAIs) in Mobile Health: Key Components and Design Principles for Ongoing Health Behavior Support.

Authors:  Inbal Nahum-Shani; Shawna N Smith; Bonnie J Spring; Linda M Collins; Katie Witkiewitz; Ambuj Tewari; Susan A Murphy
Journal:  Ann Behav Med       Date:  2018-05-18
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  3 in total

1.  Sensitivity, specificity, and tolerability of the BACTrack Skyn compared to other alcohol monitoring approaches among young adults in a field-based setting.

Authors:  Garrett I Ash; Ralitza Gueorguieva; Nancy P Barnett; Wuyi Wang; David S Robledo; Kelly S DeMartini; Brian Pittman; Nancy S Redeker; Stephanie S O'Malley; Lisa M Fucito
Journal:  Alcohol Clin Exp Res       Date:  2022-05-14       Impact factor: 3.928

Review 2.  New Opportunities to Advance the Field of Sports Nutrition.

Authors:  Kristin L Jonvik; Michelle King; Ian Rollo; Trent Stellingwerff; Yannis Pitsiladis
Journal:  Front Sports Act Living       Date:  2022-02-17

3.  Editorial: Insights in Sport and Exercise Nutrition: 2021.

Authors:  David C Nieman; Lynn Cialdella-Kam
Journal:  Front Sports Act Living       Date:  2022-06-17
  3 in total

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