Voskuil Vicki R, Pierce Steven J, Robbins Lorraine B
Department of Nursing, Hope College, HollandMI, United States.
Center for Statistical Training and Consulting, Michigan State University, East LansingMI, United States.
Front Psychol. 2017 Aug 3;8:1301. doi: 10.3389/fpsyg.2017.01301. eCollection 2017.
This study compared the psychometric properties of two self-efficacy instruments related to physical activity. Factorial validity, cross-group and longitudinal invariance, and composite reliability were examined. Secondary analysis was conducted on data from a group randomized controlled trial investigating the effect of a 17-week intervention on increasing moderate to vigorous physical activity among 5th-8th grade girls ( = 1,012). Participants completed a 6-item Physical Activity Self-Efficacy Scale (PASE) and a 7-item Self-Efficacy for Exercise Behaviors Scale (SEEB) at baseline and post-intervention. Confirmatory factor analyses for intervention and control groups were conducted with Mplus Version 7.4 using robust weighted least squares estimation. Model fit was evaluated with the chi-square index, comparative fit index, and root mean square error of approximation. Composite reliability for latent factors with ordinal indicators was computed from Mplus output using SAS 9.3. Mean age of the girls was 12.2 years ( = 0.96). One-third of the girls were obese. Girls represented a diverse sample with over 50% indicating black race and an additional 19% identifying as mixed or other race. Both instruments demonstrated configural invariance for simultaneous analysis of cross-group and longitudinal invariance based on alternative fit indices. However, simultaneous metric invariance was not met for the PASE or the SEEB instruments. Partial metric invariance for the simultaneous analysis was achieved for the PASE with one factor loading identified as non-invariant. Partial metric invariance was not met for the SEEB. Longitudinal scalar invariance was achieved for both instruments in the control group but not the intervention group. Composite reliability for the PASE ranged from 0.772 to 0.842. Reliability for the SEEB ranged from 0.719 to 0.800 indicating higher reliability for the PASE. Reliability was more stable over time in the control group for both instruments. Results suggest that the intervention influenced how girls responded to indicator items. Neither of the instruments achieved simultaneous metric invariance making it difficult to assess mean differences in PA self-efficacy between groups.
本研究比较了两种与体育活动相关的自我效能感测量工具的心理测量特性。检验了因子效度、跨组和纵向不变性以及组合信度。对一项群组随机对照试验的数据进行了二次分析,该试验调查了一项为期17周的干预措施对增加5至8年级女生中等到剧烈体育活动的效果(n = 1,012)。参与者在基线和干预后完成了一份6项的体育活动自我效能量表(PASE)和一份7项的运动行为自我效能量表(SEEB)。使用稳健加权最小二乘法估计,在Mplus 7.4版本中对干预组和对照组进行了验证性因子分析。用卡方指数、比较拟合指数和近似均方根误差评估模型拟合度。使用SAS 9.3从Mplus输出中计算具有有序指标的潜在因子的组合信度。女生的平均年龄为12.2岁(标准差 = 0.96)。三分之一的女生肥胖。女生代表了一个多样化的样本,超过50%为黑人种族,另有19%为混合或其他种族。基于替代拟合指数,两种测量工具在跨组和纵向不变性的同时分析中均显示出构型不变性。然而,PASE或SEEB测量工具均未满足同时度量不变性。PASE在同时分析中实现了部分度量不变性,有一个因子载荷被确定为非不变。SEEB未满足部分度量不变性。两种测量工具在对照组中实现了纵向标度不变性,但在干预组中未实现。PASE的组合信度范围为0.772至0.842。SEEB的信度范围为0.719至0.800,表明PASE的信度更高。两种测量工具在对照组中随时间的信度更稳定。结果表明,干预影响了女生对指标项目的反应方式。两种测量工具均未实现同时度量不变性,因此难以评估组间体育活动自我效能感的平均差异。