Evidence map›Paper›PMID 41635586›Full record

ArticleInternational journal of sports physical therapy2026

Perceptions of Biomechanical Devices in Collegiate Baseball Pitchers and Training Staff: A Qualitative Study.

Chelsea L Martin, Linda Truong, Kelly R Evenson, Jakob Wolf, Justin B Moore, Jillian E Urban, Steve W Marshall, Ellen Shanley, Kristen Nicholson, Garrett S Bullock

Abstract read
In one paragraph

Article in International journal of sports physical therapy, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

10 authors.

Chelsea L MartinGillings School of Global Public Health, Department of Epidemiology University of North Carolina at Chapel Hill.
Linda TruongDepartment of Physical Therapy University of British Columbia.
Kelly R EvensonGillings School of Global Public Health, Department of Epidemiology University of North Carolina at Chapel Hill.
Jakob WolfSchool of Medicine, Department of Orthopaedic Surgery & Rehabilitation Wake Forest University.
Justin B MooreDepartment of Implementation Science, Wake Forest University School of Medicine Wake Forest University.
Jillian E UrbanDepartment of Biomedical Engineering, Wake Forest University School of Medicine Wake Forest University.
Steve W MarshallGillings School of Global Public Health, Department of Epidemiology University of North Carolina at Chapel Hill.
Ellen ShanleyATI Physical Therapy.
Kristen NicholsonDepartment of Orthopaedic Surgery & Rehabilitation, Wake Forest School University of Medicine Wake Forest University.
Garrett S BullockDepartment of Orthopaedic Surgery & Rehabilitation, Wake Forest School University of Medicine Wake Forest University.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Baseball players, coaches, and clinicians have sought to leverage biomechanical devices to inform training load and injury prevention. A novel biomechanical pitching sleeve and portable force plate have been proposed to track training load, kinetic, and kinematic data. The objective of this study was to identify the barriers and facilitators for use of wearable and portable biomechanical devices among elite baseball pitchers and training staff. Study design: Qualitative descriptive study nested within a pilot feasibility study. Methods: This study was conducted at participating team facilities. Collegiate baseball players, coaches, and support staff were recruited. Nine semi-structured focus groups/interviews were conducted using a qualitative guide book and transcribed verbatim. An abductive conventional content analysis was adopted to construct themes for barriers and facilitators for implementation of the novel biomechanical pitching sleeve and portable force plate. Results: Three themes emerged related to facilitators for the use of the devices. First, knowledge users valued individualized data-informed training. Second, athletes felt empowered to make training decisions through self-awareness. Third, users had a new appreciation for injury prevention strategies. Two themes emerged related to barriers for the use of the devices. First, the data interpretation imposed implementation challenges. Second, the addressing challenges in systemization and integration. Conclusions: This study provides insight into barriers and facilitators that may improve future implementation of wearable or portable biomechanical devices among players, coaches, and clinicians to aid in informing training regimens and injury prevention strategies.

Indexed as

Baseball pitcherbiomechanics deviceknowledge userssports biomechanicstraining loadupper extremity injury

Identifiers

PMID41635586
PMCPMC12863442

What OpenQuestion holds

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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.