Shin Jhinyi, Kim Jongwon, Lee Miyoung, Lee Won Jae
Department of Physical Education, Chonnam National University, Gwangju, Republic of Korea.
Department of Data Science, BEPRO Inc., Seoul, Republic of Korea.
Front Sports Act Living. 2025 Aug 26;7:1521073. doi: 10.3389/fspor.2025.1521073. eCollection 2025.
The aim of this study was to investigate the construct-related validity evidence of the "" scale, developed for athletes in the sports field, using the Rasch model. The specific aims were (1) each scale measures a unidimensional construct, (2) the scale items investigate the Differential Item Functioning (DIF) base on team group (i.e., the rankings of higher and lower teams), (3) the range of "" item difficulty and personal ability (respondents "" levels) are wide enough to assess the "" changes, and (4) "" differs across subscales (7 points).
For Rasch analysis, data from a total of 241 football players were used from the K-League (Korean Professional Football League), excluding goalkeepers due to their different abilities and roles from other field players. The coaches from 7 teams evaluated their players (34.4 players on average per team). The "" scale included a total of 9 items, consisting of 3 items each for subfactors (i.e., quickness, creativity, and adaptability) with a 7-point Likert scale. The Rasch model was applied using WINSTEPS Version 5.7.4 and FACETS Version 4.1.8.
The results (1) Confirmed the unidimensionality of all 9 items, as their infit and outfit values fell within the range of 0.7-1.3. (2) None of the items in the position scales showed statistically significant DIF ( > 0.05). (3) The Person Separation Index (PSI) criterion value for the "" scale of football players is 4, which was within a range of 0-7 point. (4) All subscales demonstrated good-fit in both infit and outfit, ranging between 0.69 and 1.28, respectively. The response rate for scales 4-5-6 point was 68%, and the outfit for respondents across all scales were satisfactory at 1.30 or lower.
Physical activity (PA) should be maintained or increased, particularly in the context of social distancing measures during the pandemic. To ensure that PA can be sustained, a program should be developed that considers the individual's geographical location, economic status, lifestyle, and environment.
本研究旨在使用拉施模型调查为体育领域运动员开发的“”量表的构念相关效度证据。具体目标为:(1)每个量表测量一个单维构念;(2)量表项目基于团队分组(即强队和弱队排名)调查项目功能差异(DIF);(3)“”项目难度和个人能力(受访者“”水平)范围足够宽,以评估“”变化;(4)“”在各子量表(7分)上存在差异。
为进行拉施分析,使用了韩国职业足球联赛(K联赛)共241名足球运动员的数据,由于守门员与其他场上球员能力和角色不同,故将其排除。7支球队的教练对球员进行了评估(平均每队34.4名球员)。“”量表共有9个项目,由子因素(即敏捷性、创造力和适应性)各3个项目组成,采用7点李克特量表。使用WINSTEPS版本5.7.4和FACETS版本4.1.8应用拉施模型。
结果显示:(1)所有9个项目的单维性得到确认,因为它们的内拟合和外拟合值在0.7 - 1.3范围内。(2)位置量表中的项目均未显示出具有统计学意义的项目功能差异(> 0.05)。(3)足球运动员“”量表的个人分离指数(PSI)标准值为4,处于0 - 7分范围内。(4)所有子量表在内拟合和外拟合方面均显示出良好的拟合度,分别在0.69至1.28之间。4 - 5 - 6分量表的应答率为68%,所有量表受访者的外拟合值在1.30或更低,令人满意。
应维持或增加身体活动(PA),尤其是在疫情期间社交距离措施的背景下。为确保身体活动能够持续,应制定一个考虑个人地理位置、经济状况、生活方式和环境的计划。