Validation of the Malay version of the recovery-stress questionnaire for athletes: Application of confirmatory factor analysis and exploratory structural equation modeling

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Abstract

The Recovery-Stress Questionnaire for Athletes (RESTQ-Sport-52) is a tool developed to measure the frequency of stress associated through recovery activities with strong theoretical foundations. The study aims to examine the psychometric properties of the Malay version of RESTQ-Sport-52 using confirmatory factor analysis (CFA) and exploratory structural equation modeling (ESEM). A cross-sectional study with purposive sampling method was employed. There were 617 undergraduate university students in Malaysia participated in the study with mean age of 20 years old (SD = 1.5). The majority of the participants were female (66.1 %), Malay (76 %) and participated in at least one sport or exercise. The RESTQ-Sport-52-M consisted of 52 items with two main sections; (1) general stress and recovery scales and (2) sport-specific stress and recovery scales. Mplus 8.3 was used to perform the CFA and ESEM analysis to examine the construct validity and reliability of RESTQ-Sport-52-M. For measurement model assessment using CFA, the final model of general-stress/recovery and sport-specific stress/recovery indicated a fit based on several fit indices. However, in the measurement model assessment using ESEM, the fit indices for model of general-stress/recovery (CFI = 0.935, SRMR = 0.037, RMSEA = 0.045) and sport-stress/recovery (CFI = 0.923, SRMR = 0.036, RMSEA = 0.044) were generally improved. The construct reliability for measurement models of RESTQ-Sport-52-M ranged from 0.76 to 0.89. The ESEM approach yielded a better fit indices compared to the CFA approach for both scales. The RESTQ-Sport-52-M (50 items) were considered a more valid and reliable questionnaire to measure recovery and stress in sports for Malaysian sample.

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验证马来语版运动员恢复-压力问卷:确认性因素分析和探索性结构方程模型的应用
运动员恢复-压力问卷(RESTQ-Sport-52)是一种用于测量与恢复活动相关的压力频率的工具,具有坚实的理论基础。本研究旨在使用确证因子分析(CFA)和探索性结构方程模型(ESEM)来检验马来语版 RESTQ-Sport-52 的心理计量特性。研究采用了有目的抽样的横断面研究方法。共有 617 名马来西亚大学本科生参与了研究,他们的平均年龄为 20 岁(SD = 1.5)。大部分参与者为女性(66.1%)、马来人(76%),至少参加过一项运动或锻炼。RESTQ-Sport-52-M由52个项目组成,包括两个主要部分:(1)一般压力和恢复量表;(2)特定运动压力和恢复量表。我们使用 Mplus 8.3 进行了 CFA 和 ESEM 分析,以检验 RESTQ-Sport-52-M 的结构效度和信度。在使用 CFA 对测量模型进行评估时,根据多项拟合指数,一般压力/恢复和运动特异性压力/恢复的最终模型表明是拟合的。然而,在使用 ESEM 进行测量模型评估时,一般压力/恢复模型(CFI = 0.935,SRMR = 0.037,RMSEA = 0.045)和运动压力/恢复模型(CFI = 0.923,SRMR = 0.036,RMSEA = 0.044)的拟合指数普遍有所提高。RESTQ-Sport-52-M 测量模型的构造信度范围为 0.76 至 0.89。与 CFA 方法相比,ESEM 方法对两个量表都产生了更好的拟合指数。对于马来西亚样本而言,RESTQ-Sport-52-M(50 个项目)被认为是测量运动恢复和压力的更有效、更可靠的问卷。
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