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Updated: Aug 29, 2026

Measuring 3D In-vivo Shoulder Kinematics using Biplanar Videoradiography
Published on: March 12, 2021
Sidearm Deliveries Are Associated With Lower Shoulder and Elbow Injury Burden and a Favorable Performance Profile in
Morgan R Dillon1, Michael A Mastroianni2, Nicholas Frappa1
1Jacobs School of Medicine and Biomedical Sciences, Buffalo, New York, USA.
Background:
Pitching-related shoulder and elbow injuries continue to rise in baseball despite workload restrictions and biomechanics-informed coaching.
Purpose:
To evaluate associations between arm slot and shoulder/elbow injured list (IL) time-loss burden and performance in Major League Baseball (MLB) pitchers.
Study Design:
Cohort study; Level of evidence, 3.
Methods:
Publicly available data were aggregated for 927 MLB pitchers who threw ≥1000 pitches during 2020 to 2025 and had arm angle data available from the MLB Hawk-Eye tracking system. Arm slot was defined as the throwing-arm angle relative to horizontal at ball release and averaged per pitcher (mean ± SD, 39.0°± 10.9°). Based on the distribution of arm slot values in the cohort, pitchers were categorized as sidearm (<33.5°; n = 255), three-quarters (33.5°-44.4°; n = 373), or overhand (>44.4°; n = 299). Primary outcomes were cumulative shoulder+elbow, shoulder, and elbow IL days accrued during the 2020 to 2025 study period. Performance outcomes included run prevention metrics, FanGraphs "plus" metrics (Stuff+ reflects pitch quality indexed to league average), strikeout and walk rates, hard-hit percentage (frequency of high-exit-velocity contact), and expected fielding independent pitching (xFIP; pitcher-controlled run prevention estimate). Group comparisons used 1-way analysis of variance with Tukey testing. Continuous associations with performance metrics reaching group-level significance were assessed with linear regression. Injury burden was modeled using negative binomial regression with log (total pitches) and percentage of games started as covariates; the primary analysis additionally adjusted for Stuff+ and 4-seam fastball velocity to test for independent associations after accounting for established risk factors.
Results:
Pitchers accumulated 86,412 combined IL days (25,710 shoulder; 60,702 elbow). Shoulder injury burden increased linearly with more overhand arm slots, whereas combined and elbow burden were nonlinear, peaking within the overhand group (45°-57°). Per 1 SD (10.9°) toward a more overhand delivery, injury burden increased for combined (incidence rate ratio [IRR] = 1.09; P = .01), shoulder (IRR = 1.11; P = .002), and elbow (IRR = 1.08; P = .03). After adjustment for Stuff+ and 4-seam velocity, arm slot remained independently associated with higher injury burden (IRR = 1.12-1.14; all P < .001). Performance profiles favored sidearm deliveries: per 1-SD more overhand slot, Stuff+ decreased (β = -1.09; P < .001), while xFIP (β = 0.05; P = .02) and hard-hit percentage (β = 0.50; P < .001) increased. Sidearm pitchers used fewer 4-seam fastballs/cutters and more sinkers/sweepers.
Conclusion:
In this MLB cohort, sidearm deliveries were associated with lower shoulder/elbow time-loss burden, superior pitch quality, and lower hard-hit rates. Shoulder injury burden increased linearly with more overhand deliveries, whereas elbow burden followed a nonlinear pattern that peaked within the overhand range. These associations were independent of workload, velocity, and pitch quality. Arm slot may represent a clinically relevant marker of pitcher injury risk that warrants prospective study.
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