Evidence map›Paper›PMID 34468950›Full record

ArticleSports medicine (Auckland, N.Z.)2021

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

Garrett I Ash, Matthew Stults-Kolehmainen, Michael A Busa, Allison E Gaffey, Konstantinos Angeloudis, Borja Muniz-Pardos, Robert Gregory, Robert A Huggins, Nancy S Redeker, Stuart A Weinzimer and 38 more

Abstract read
In one paragraph

Article in Sports medicine (Auckland, N.Z.), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
16citing papers in PubMed, 3 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

16 citing papers in PubMed, 3 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Pooled it
  4. Review
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  7. Article
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  14. Article
  15. Editorial: Insights in Sport and Exercise Nutrition: 2021.Frontiers in sports and active living · 2022
    Article
  16. New Opportunities to Advance the Field of Sports Nutrition.Frontiers in sports and active living · 2022
    Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

48 authors.

Garrett I AshVeterans Affairs Connecticut Healthcare System, West Haven, CT, USA.
Matthew Stults-KolehmainenDigestive Health Multispecialty Clinic, Yale-New Haven Hospital, New Haven, CT, USA.
Michael A BusaCenter for Human Health and Performance, Institute for Applied Life Sciences, University of Massachusetts Amherst, Amherst, MA, USA.
Allison E GaffeyVeterans Affairs Connecticut Healthcare System, West Haven, CT, USA.
Konstantinos AngeloudisCentre for Stress and Age-related Disease, University of Brighton, Brighton, UK.
Borja Muniz-PardosGENUD Research Group, Faculty of Health and Sport Sciences, University of Zaragoza, Zaragoza, Spain.
Robert GregoryDepartment of Health and Movement Sciences, Southern Connecticut State University, New Haven, CT, USA.
Robert A HugginsDepartment of Kinesiology, Korey Stringer Institute, University of Connecticut, Storrs, CT, USA.
Nancy S RedekerYale School of Nursing, Orange, CT, USA.
Stuart A WeinzimerDepartment of Pediatrics, Yale School of Medicine, New Haven, CT, USA.
Lauren A GriecoGoogle Health, Palo Alto, CA, USA.
Kate LydenVivoSense, Denver, CO, USA.
Esmeralda MegallyXsensio, Lausanne, Switzerland.
Ioannis VogiatzisDepartment of Sport, Exercise and Rehabilitation, School Health and Life Sciences, Northumbria University, Newcastle upon Tyne, UK.
LaurieAnn ScherConsumer Technology Association Working Groups for Health Technology Standards, Washington, DC, USA.
Xinxin ZhuCenter for Biomedical Data Science, Yale School of Medicine, New Haven, CT, USA.
Julien S BakerFaculty of Sports Science, Ningbo University, Ningbo, China.
Cynthia BrandtVeterans Affairs Connecticut Healthcare System, West Haven, CT, USA.
Michael S BusinelleDepartment of Family and Preventive Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA.
Lisa M FucitoDepartment of Psychiatry, Yale School of Medicine, New Haven, CT, USA.
Stephanie GriggsFrances Payne Bolton School of Nursing, Case Western Reserve University, Cleveland, OH, USA.
Robert JarrinDepartment of Emergency Medicine, George Washington University, Washington, DC, USA.
Bobak J MortazaviDepartment of Computer Science and Engineering, Texas A&M University, College Station, TX, USA.
Temiloluwa PrioleauDepartment of Computer Science, Dartmouth College, Hanover, NH, USA.
Walter RobertsDepartment of Psychiatry, Yale School of Medicine, New Haven, CT, USA.
Elias K SpanakisUniversity of Maryland School of Medicine, Baltimore, MD, USA.
Laura M NallyDepartment of Pediatrics, Yale School of Medicine, New Haven, CT, USA.
Andre DebruyneInternational Federation of Sports Medicine (FIMS), Lausanne, Switzerland.
Norbert BachlInternational Federation of Sports Medicine (FIMS), Lausanne, Switzerland.
Fabio PigozziInternational Federation of Sports Medicine (FIMS), Lausanne, Switzerland.
Farzin HalabchiInternational Federation of Sports Medicine (FIMS), Lausanne, Switzerland.
Dimakatso A RamagoleInternational Federation of Sports Medicine (FIMS), Lausanne, Switzerland.
Dina C Janse van RensburgInternational Federation of Sports Medicine (FIMS), Lausanne, Switzerland.
Bernd WolfarthInternational Federation of Sports Medicine (FIMS), Lausanne, Switzerland.
Chiara FossatiDepartment of Movement, Human and Health Sciences, University of Rome "Foro Italico", Rome, Italy.
Sandra RozenstokaInternational Federation of Sports Medicine (FIMS), Lausanne, Switzerland.
Kumpei TanisawaFaculty of Sport Sciences, Waseda University, Tokorozawa, Japan.
Mats BörjessonInternational Federation of Sports Medicine (FIMS), Lausanne, Switzerland.
José Antonio CasajusGENUD Research Group, Faculty of Health and Sport Sciences, University of Zaragoza, Zaragoza, Spain.
Alex Gonzalez-AgueroGENUD Research Group, Faculty of Health and Sport Sciences, University of Zaragoza, Zaragoza, Spain.
Irina ZelenkovaGENUD Research Group, Faculty of Health and Sport Sciences, University of Zaragoza, Zaragoza, Spain.
Jeroen SwartInternational Federation of Sports Medicine (FIMS), Lausanne, Switzerland.
Gamze GursoyProgram in Computational Biology and Bioinformatics, Yale University, New Haven, CT, USA.
William MeyersonDuke Psychiatry and Behavioral Sciences, Duke Medicine, Durham, NC, USA.
Jason LiuProgram in Computational Biology and Bioinformatics, Yale University, New Haven, CT, USA.
Dov GreenbaumProgram in Computational Biology and Bioinformatics, Yale University, New Haven, CT, USA.
Yannis P PitsiladisCentre for Stress and Age-related Disease, University of Brighton, Brighton, UK. y.pitsiladis@brighton.ac.uk.ORCID http://orcid.org/0000-0001-6210-2449
Mark B GersteinProgram in Computational Biology and Bioinformatics, Yale University, New Haven, CT, USA.

Funding

Yale Clinical and Translational Science Award (U Component)UL1TR001863 · NCATS · YALE UNIVERSITY · PI John H. Krystal, LUCILA OHNO-MACHADO · 2016 to 2026
$102.9M
Yale-SCORE Resource Support CoreU54AA027989 · NIAAA · YALE UNIVERSITY · PI Sherry Ann McKee · 2020 to 2026
$13.0M
Short-Term Reserch Training: Students in Health SchoolsT35HL007649 · NHLBI · YALE UNIVERSITY · PI Sarwat I Chaudhry, Erica L Herzog · 1987 to 2026
$5.7M
Career Development Programs in Diabetes Research for Pediatrics EndocrinologistsK12DK094714 · NIDDK · YALE UNIVERSITY · PI TAMBORLANE, WILLIAM V · 2011 to 2020
$4.3M
Stress, Sleep, and Arterial StiffnessR01HL126770 · NHLBI · YALE UNIVERSITY · PI BURG, MATTHEW M · 2016 to 2019
$3.3M
A Big Data Approach to Identify Epigenetic, Transcriptomic, and Network Dynamics as Immune Dysfunction Drivers Associated with HIV Infection and Substance Use DisorderR01DA051906 · NIDA · YALE UNIVERSITY · PI GERSTEIN, MARK BENDER · 2020 to 2024
$2.8M
Developing a mobile alcohol biosensor platform for use in medication testing researchK23AA026890 · NIAAA · YALE UNIVERSITY · PI ROBERTS, WALTER MCRAINEY · 2019 to 2023
$827k
Sleep, Glycemia, and Self-Management in Young Adults with Type 1 Diabetes MellitusR00NR018886 · NINR · CASE WESTERN RESERVE UNIVERSITY · PI GRIGGS, STEPHANIE ALISHA · 2021 to 2023
$729k
Realistic quantification of potential privacy loss from genomic summary resultsK99HG010909 · NHGRI · YALE UNIVERSITY · PI GURSOY, GAMZE · 2020 to 2021
$129k
Sleep, Glycemia, and Self-Management in Young Adults with Type 1 Diabetes MellitusK99NR018886 · NINR · CASE WESTERN RESERVE UNIVERSITY · PI GRIGGS, STEPHANIE ALISHA · 2020 to 2020
$93k
Continuous Glucose Monitoring in Insulin Treated Hospitalized Veterans with DM2 at Higher Risk for HypoglycemiaI01CX001825 · VA · BALTIMORE VA MEDICAL CENTER · PI SPANAKIS, ILIAS · 2018 to 2023
–
American Academy of Sleep Medicine 220-BS-19CSRD VA I01 CX001825NCATS NIH HHS UL1 TR001863NHGRI NIH HHS K99 HG010909NHLBI NIH HHS R01 HL126770NHLBI NIH HHS T35 HL007649NIAAA NIH HHS K23 AA026890NIAAA NIH HHS U54 AA027989NIDA NIH HHS R01 DA051906NIDDK NIH HHS K12 DK094714NIH HHS K23AA026890NIH HHS K99HG010909NIH HHS K99NR018886NIH HHS R01HL126770NINR NIH HHS K99 NR018886NINR NIH HHS R00 NR018886Office of Academic Affiliations, Department of Veterans Affairs FellowshipU.S. Department of Veterans Affairs #1I01CX001825
6 · The paper itself

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.

Indexed as

SportsSports MedicineWearable Electronic DevicesConsensusExerciseHumans

Identifiers

PMID34468950
PMCPMC8666971

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.