Department of Psychiatry and Behavioral Sciences, Duke University, Durham, North Carolina, United States of America.
Annenberg School of Communication, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America.
PLoS One. 2023 Jan 19;18(1):e0278689. doi: 10.1371/journal.pone.0278689. eCollection 2023.
Baseball is an international sport with participation from tens of thousands of people worldwide. In the United States, the Prospect Development Pipeline (PDP) is a collaborative effort between Major League Baseball and USA Baseball to establish a developmental pipeline leading to the professional draft. Players participating in the PDP undergo comprehensive evaluations that measure athletic performance, speed-of-processing, visual function, and on-field talent. The present study evaluated data from 1352 elite junior male PDP participants (aged 14 to 21) who signed informed consent, collected between 2017 and 2020, to identify latent abilities and their association with player specialization. Data were first subjected to Exploratory Factor Analysis (EFA) to reduce the 22 measured variables to a smaller set of latent abilities. The resulting factors were evaluated using multiple linear regression to predict each factor using age, height, weight, and position. EFA revealed a combination of physical and psychomotor skills accounting for 52% of the overall variance that grouped into four abilities: grip strength, functional vision, explosiveness, and rapid decision-making. Regression analyses demonstrated that these skills are associated with position assignments, controlling for age, weight, and height, and revealed that outfielders are the most explosive, infielders perform best on psychomotor measures, and catchers perform best on functional vision tests (ps < 0.001). These findings indicate skills that contribute to player specialization, providing new information about the developmental trajectory of junior elite baseball athletes that can be used for scouting and player development.
棒球是一项国际化的运动,吸引了来自世界各地成千上万的人参与。在美国,职业棒球大联盟和美国棒球协会之间的合作项目——前景发展管道(PDP)旨在建立一条通向职业选秀的发展管道。参与 PDP 的球员将接受全面评估,包括运动表现、加工速度、视觉功能和场上天赋。本研究评估了 2017 年至 2020 年间,来自 1352 名优秀青少年男性 PDP 参与者(年龄 14 至 21 岁)的数据,这些参与者签署了知情同意书,以确定潜在能力及其与球员专业化的关系。数据首先进行探索性因素分析(EFA),将 22 个测量变量简化为一组较小的潜在能力。使用多元线性回归评估得出的因素,使用年龄、身高、体重和位置来预测每个因素。EFA 揭示了身体和心理运动技能的组合,占总方差的 52%,分为四项能力:握力、功能性视力、爆发力和快速决策能力。回归分析表明,这些技能与位置分配有关,控制年龄、体重和身高后,外野手的爆发力最强,内野手在心理运动测量方面表现最好,捕手在功能性视力测试方面表现最好(p < 0.001)。这些发现表明了一些有助于球员专业化的技能,为青少年精英棒球运动员的发展轨迹提供了新的信息,可用于球探和球员发展。