Zhang Chonghui, Liu Jing-Dong
School of Physical Education, Chongqing University, Chongqing, China.
Department of Physical Education, Sun Yat-sen University, Guangzhou, China.
Front Psychol. 2023 Aug 15;14:1160584. doi: 10.3389/fpsyg.2023.1160584. eCollection 2023.
The purpose of the study was to develop and initially validate a context-specific scale assessing Career Self-Management for Chinese coaches (Career Self-Management Scale-CC; CSMS-CC).
Firstly, qualitative data obtained from in-depth interview with coaches were contently analyzed to generate potential CSMS-CC items. The content validity of the items was evaluated by a panel of experts. Secondly, the factor structure and item performance of the CSMS-CC were examined using exploratory factor analysis (EFA) and internal consistency reliability of its subscales were evaluated in sample 1 ( = 229, 24.01% females). Thirdly, factor structure of the CSMS-CC was further examined using confirmatory factor analysis (CFA) in sample 2 ( = 295, 32.54% females). Internal consistency reliability was evaluated using Cronbach' alpha coefficient and composite reliability. Nomological validity was examined using Pearson correlation and structural equation modeling (SEM) by investigating the correlations between CSMS-CC subscales with career success. Finally, measurement invariance and latent mean difference of the CSMS-CC was examined across gender, professional title and coaching class using multiple-group CFA (MGCFA).
Based on the results of the content analysis and content validity evaluation, 18 CSMS-CC items were retained for further analysis. Results of EFA in sample 1 revealed that eight items were problematic and removed. The second round of EFA revealed that three components were retained and labelled as Networking Behavior (4 items), Training Exploration (3 items), and Guanxi Development (3 items). Results of CFA in sample 2 suggested that the 10-item three-correlated-factors model of CSMS-CC demonstrated acceptable model fit to the data, χ = 135.01, df = 32, < 0.01, CFI = 0.91, TLI = 0.90, SRMR = 0.05, RMSEA = 0.092 (90% CI = 0.076-0.108). Composite reliability (ranging from 0.84 to 0.88) and Cronbach's alpha coefficients (ranging from 0.78 to 0.81) of three subscales were found satisfactory. Nomological validity was supported by the results that total score and subscale scores of the CSMS-CC were significantly associated with internal marketability and external marketability. It was found that the CSMS-CC measurement model was strict invariant across gender, professional title and coaching class. Significant differences on all three subscales across professional title and on Guanxi development across coaching class were revealed.
Results of this study provided initial support for the psychometric properties of the 10-item CSMS-CC, which suggested that the CSMS-CC could be used for measuring the career self-management of Chinese coaches.
本研究旨在开发并初步验证一个针对中国教练的情境特定量表,即职业自我管理量表-中国教练版(Career Self-Management Scale-CC;CSMS-CC)。
首先,对通过与教练进行深度访谈获得的定性数据进行内容分析,以生成潜在的CSMS-CC项目。由专家小组评估这些项目的内容效度。其次,在样本1(n = 229,女性占24.01%)中,使用探索性因素分析(EFA)检验CSMS-CC的因素结构和项目表现,并评估其子量表的内部一致性信度。第三,在样本2(n = 295,女性占32.54%)中,使用验证性因素分析(CFA)进一步检验CSMS-CC的因素结构。使用克朗巴哈α系数和组合信度评估内部一致性信度。通过调查CSMS-CC子量表与职业成功之间的相关性,使用皮尔逊相关和结构方程模型(SEM)检验效标效度。最后,使用多组CFA(MGCFA)检验CSMS-CC在性别、职称和教练级别上的测量不变性和潜在均值差异。
基于内容分析和内容效度评估的结果,保留了18个CSMS-CC项目用于进一步分析。样本1中的EFA结果显示,有8个项目存在问题并被删除。第二轮EFA显示,保留了三个分量表,并分别标记为网络行为(4个项目)、培训探索(3个项目)和关系发展(3个项目)。样本2中的CFA结果表明,CSMS-CC的10项三相关因素模型对数据显示出可接受的模型拟合度,χ² = 135.01,df = 32,p < 0.01,CFI = 0.91,TLI = 0.90,SRMR = 0.05,RMSEA = 0.092(90% CI = 0.076 - 0.108)。三个子量表的组合信度(范围为0.84至0.88)和克朗巴哈α系数(范围为0.78至0.81)令人满意。CSMS-CC的总分和子量表分数与内部适销性和外部适销性显著相关,这支持了效标效度。研究发现,CSMS-CC测量模型在性别、职称和教练级别上具有严格不变性。揭示了在职称上所有三个子量表以及在教练级别上关系发展存在显著差异。
本研究结果为10项CSMS-CC的心理测量特性提供了初步支持,这表明CSMS-CC可用于测量中国教练的职业自我管理。