TPC Journal V7, Issue 1-FULL ISSUE

38 The Professional Counselor | Volume 7, Issue 1 Instruments Junior Metacognitive Awareness Inventory (Jr. MAI) The present study used the 18-item version of the Junior Metacognitive Awareness Inventory (Jr. MAI; Sperling et al., 2002), a self-report scale that has two subscales that measure students’ knowledge of cognition and regulation of cognition . The Jr. MAI is used to screen learners for potential metacognitive and cognitive strategy interventions. Sperling et al. (2002) developed two versions of the Jr. MAI based on the Metacognitive Awareness Inventory (Schraw & Dennison, 1994). The 12-item version was developed for students in grades 3 through 5, while the 18-item version was developed for older students. Available evidence suggests that the Jr. MAI and its subscales are reliable. Sperling et al. (2002) reported an internal consistency-based reliability estimate of .82 for the overall scale. Sperling, Richmond, Ramsay, and Klapp (2012) reported an internal consistency reliability of .76 for the knowledge of cognition subscale and .80 for the regulation of cognition subscale. Sperling et al. (2002) found that the Jr. MAI total score (for both versions of the instruments) correlated with other direct measures of student metacognition, but not with teachers’ ratings of students’ metacognitive abilities. Relatedly, Sperling et al. (2012) found the student scores on the 18-item version of the Jr. MAI correlated significantly with their scores on the Swanson Metacognitive Questionnaire (SMQ; Swanson, 1990), their science grade point average and their overall grade point average. Recently, the 12-item version of the Jr. MAI was used to measure the impact of SSS on students’ metacognitive functioning. Lemberger and Clemens (2012) found that SSS delivered in small group format to fourth- and fifth-grade students resulted in measurable increases in Jr. MAI scores. Student Engagement in School Success Skills (SESSS) Survey The study also employed the Student Engagement in School Success Skills (SESSS) survey . The SESSS (Carey et al., 2013) is a 27-item scale that was developed to measure the extent to which students use strategies that have been shown to be related to enhanced academic achievement (Hattie et al., 1996; Masten & Coatsworth, 1998; Wang et al., 1994). The SESSS has three subscales that measure students’ self-direction of learning , support of classmates’ learning and self-regulation of arousal . Carey et al. (2013) found in an exploratory factor analysis of the SESSS scores of 402 fourth through sixth graders that a four-factor solution provided the best model of scale dimensionality considering both the solution’s clean factor structure and the interpretability of these factors. However, in a confirmatory factor analysis study (Brigman et al., 2014) using SESSS scores from a diverse sample of almost 4,000 fifth-grade students, researchers found that while a four-factor model fit the data well, the scales associated with two subscales correlated so highly ( r = .90) as to be indistinguishable. Consequently, the items associated with the two factors were combined and the subsequent three- factor model also proved to better fit the data. Brigman et al. (2014) suggested that the SESSS is best thought of as having three underlying fac- tors corresponding to self-direction of learning, support of classmates’ learning , and self-regulation of arousal . Based on factor loadings, Brigman et al. (2014) created three SESSS subscales. The self- direction of learning subscale (19 items) reflects the students’ intentional use of cognitive and meta- cognitive strategies to promote their own learning. The support of classmates’ learning subscale (six items) reflects the students’ intentional use of strategies to help classmates learn effectively. Finally, the self-regulation of arousal subscale (three items) reflects students’ intentional use of strategies to control disabling anxiety and cope with stress.