美国职业棒球大联盟投手中尺侧副韧带损伤的投球特定高级分析和投球跟踪风险因素。

Michael A Mastroianni,Jennifer A Kunes,John D Mueller,Kyle K Obana,Jamie Confino,Andrew J Luzzi,Alexander J Rondon,David P Trofa,Charles A Popkin,Charles M Jobin,William N Levine,Christopher S Ahmad
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Given the differences in each pitcher's arsenal, these pitch-specific metrics provide new potential variables to investigate ulnar collateral ligament (UCL) injury risk.\r\n\r\nPURPOSE\r\nTo evaluate the association of several pitch-specific advanced analytic and pitch-tracking metrics on UCL surgery rates in Major League Baseball (MLB) pitchers.\r\n\r\nSTUDY DESIGN\r\nCase-control study; Level of evidence, 3.\r\n\r\nMETHODS\r\nWe performed a retrospective case-control study on all MLB pitchers who underwent primary UCL reconstruction or repair from April 2018 to November 2023. Exclusion criteria included pitchers without 2 qualifying seasons of preoperative pitch-tracking data or who previously underwent UCL surgery. Matched controls were identified in a 2:1 manner by using season, age, position, handedness, and pitch count as covariates. Pitch-specific advanced analytic and pitch-tracking metrics used commonly in the evaluation of MLB players were collected from public web sources sponsored by MLB. Statistical analysis consisted of unpaired t tests comparing preinjury metrics between the case and control groups, along with binary logistic regression.\r\n\r\nRESULTS\r\nA total of 115 MLB pitchers who underwent UCL reconstruction or repair were compared with 230 matched controls. Increased velocity for fastballs, changeups, and sinkers were all associated with UCL surgery. A decreased horizontal release point for fastballs, curveballs, and sinkers were also associated with UCL surgery, along with an increased horizontal approach angle above average for fastballs and sinkers. An increased spin rate for sliders and an increased release extension for cutters were also associated with surgery. Large statistically significant differences in Pitching+ and Location+ for fastballs, changeups, and sinkers, and in Stuff+ for changeups, were associated with surgery. There were no differences in pitch-specific pitch count, active spin, spin axis, vertical release point or approach angle, or overall pitch movement between cases and controls. Binary logistic regression showed that higher velocity fastballs, sliders, and changeups were all associated with UCL surgery, along with sliders with a higher spin rate and cutters with a longer release extension.\r\n\r\nCONCLUSION\r\nThis study demonstrated that pitch-specific associations with UCL surgery exist compared with matched controls. Specifically, higher velocity fastballs, sliders, and changeups were all associated with UCL surgery, along with sliders with a higher spin rate and cutters with a longer release extension. Fastballs, changeups, and sinkers with superior ability (Pitching+) and command (Location+) were also associated with UCL surgery. While fastball velocity appears to play a role in the rise of UCL injuries, recent trends in decreased fastball usage and improved secondary pitches suggest that an increased focus on entire pitching arsenals is warranted. 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引用次数: 0

摘要

背景新的投球跟踪指标的使用推动了球员的发展,并提供了关于身体特征和表现的更具预测性的特定投球数据。目的评估美国职业棒球大联盟(MLB)投手中几种投球特异性高级分析和投球跟踪指标与 UCL 手术率之间的关联。研究设计病例对照研究;证据级别,3.方法我们对2018年4月至2023年11月期间接受初级UCL重建或修复的所有MLB投手进行了一项回顾性病例对照研究。排除标准包括没有两个合格赛季的术前投球追踪数据或之前接受过 UCL 手术的投手。通过使用赛季、年龄、位置、手感和投球数作为协变量,以 2:1 的方式确定了匹配的对照组。对MLB球员进行评估时常用的特定投球高级分析和投球跟踪指标是从MLB赞助的公共网络资源中收集的。统计分析包括比较病例组和对照组受伤前指标的非配对 t 检验,以及二元逻辑回归。结果共有 115 名接受了 UCL 重建或修复手术的 MLB 球员与 230 名匹配的对照组进行了比较。快球、变速球和沉球的速度增加都与 UCL 手术有关。快速球、曲线球和沉球的水平释放点降低也与 UCL 手术有关,同时快速球和沉球的水平接近角增加,高于平均水平。滑球的旋转率增加和切球的释放延伸增加也与手术有关。速球、变速球和沉球的投球+和位置+以及变速球的击球+在统计学上有很大差异,这与手术有关。病例和对照组之间在特定投球数、主动旋转、旋转轴、垂直释放点或接近角或整体投球运动方面没有差异。二元逻辑回归结果表明,速度较快的速球、滑球和变化球都与 UCL 手术有关,同时具有较高旋转率的滑球和释放延伸较长的切球也与 UCL 手术有关。具体来说,速度较快的快球、滑球和变速球都与 UCL 手术有关,同时还有旋转率较高的滑球和释放伸展较长的切球。投球能力(Pitching+)和指挥能力(Location+)较强的快速球、变化球和沉球也与 UCL 手术有关。虽然快速球的速度似乎是导致 UCL 损伤增加的一个原因,但最近快速球使用率下降和辅助投球改进的趋势表明,有必要更加关注整个投球库。本研究调查了一些特定投球的高级分析和投球跟踪指标,将其作为评估 UCL 损伤风险的潜在新变量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Pitch-Specific Advanced Analytic and Pitch-Tracking Risk Factors for Ulnar Collateral Ligament Injuries in Major League Baseball Pitchers.
BACKGROUND The utilization of new pitch-tracking metrics has driven player development and provides more predictive pitch-specific data on physical characteristics and performance. Given the differences in each pitcher's arsenal, these pitch-specific metrics provide new potential variables to investigate ulnar collateral ligament (UCL) injury risk. PURPOSE To evaluate the association of several pitch-specific advanced analytic and pitch-tracking metrics on UCL surgery rates in Major League Baseball (MLB) pitchers. STUDY DESIGN Case-control study; Level of evidence, 3. METHODS We performed a retrospective case-control study on all MLB pitchers who underwent primary UCL reconstruction or repair from April 2018 to November 2023. Exclusion criteria included pitchers without 2 qualifying seasons of preoperative pitch-tracking data or who previously underwent UCL surgery. Matched controls were identified in a 2:1 manner by using season, age, position, handedness, and pitch count as covariates. Pitch-specific advanced analytic and pitch-tracking metrics used commonly in the evaluation of MLB players were collected from public web sources sponsored by MLB. Statistical analysis consisted of unpaired t tests comparing preinjury metrics between the case and control groups, along with binary logistic regression. RESULTS A total of 115 MLB pitchers who underwent UCL reconstruction or repair were compared with 230 matched controls. Increased velocity for fastballs, changeups, and sinkers were all associated with UCL surgery. A decreased horizontal release point for fastballs, curveballs, and sinkers were also associated with UCL surgery, along with an increased horizontal approach angle above average for fastballs and sinkers. An increased spin rate for sliders and an increased release extension for cutters were also associated with surgery. Large statistically significant differences in Pitching+ and Location+ for fastballs, changeups, and sinkers, and in Stuff+ for changeups, were associated with surgery. There were no differences in pitch-specific pitch count, active spin, spin axis, vertical release point or approach angle, or overall pitch movement between cases and controls. Binary logistic regression showed that higher velocity fastballs, sliders, and changeups were all associated with UCL surgery, along with sliders with a higher spin rate and cutters with a longer release extension. CONCLUSION This study demonstrated that pitch-specific associations with UCL surgery exist compared with matched controls. Specifically, higher velocity fastballs, sliders, and changeups were all associated with UCL surgery, along with sliders with a higher spin rate and cutters with a longer release extension. Fastballs, changeups, and sinkers with superior ability (Pitching+) and command (Location+) were also associated with UCL surgery. While fastball velocity appears to play a role in the rise of UCL injuries, recent trends in decreased fastball usage and improved secondary pitches suggest that an increased focus on entire pitching arsenals is warranted. This study investigated a number of pitch-specific advanced analytic and pitch-tracking metrics as potentially new variables to assess UCL injury risk.
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