TPC-Journal-V5-Issue4

The Professional Counselor /Volume 5, Issue 4 517 that are strongly related to students’ academic success and well-being would greatly contribute to the ability of counselors to identify students who need help, use data-based decision making in planning interventions, evaluate the effectiveness of interventions, demonstrate accountability for results, and advocate for students and for program improvements (Squier et al., 2014). Toward this end, we developed the Protective Factors Index (PFI) and describe herein the development and initial exploratory and confirmatory factors analyses of the PFI. The PFI is a 13-item component of elementary students’ report cards that replaces typical items associated with student deportment. The PFI is based on the Construct-Based Approach (CBA) to school counseling (Squier et al., 2014), which is based on the premise that primary and secondary prevention activities of school counseling programs should be focused on socio-emotional development-related psychological constructs that have been identified by research to be associated strongly with students’ academic achievement and well-being, that have been demonstrated to be malleable, and that are within the range of expertise of school counselors. The CBA clusters these constructs into four areas reflecting motivation, self-direction, self-knowledge and relationship competence. The present study was conducted as collaboration between the Ronald H. Fredrickson Center for School Counseling Outcome Research and Evaluation and an urban district in the Northeastern United States. As described below, the development of the PFI was guided by the CBA-identified clusters of psychological states and processes (Squier et al., 2014). With input from elementary counselors and teachers, a 13-item report card and a scoring rubric were developed, such that teachers could rate each student on school counseling-related dimensions that have been demonstrated to underlie achievement and well-being. This brief measure was created with considerable input from the school personnel who would be implementing it, with the goal of targeting developmentally appropriate skills in a way that is efficient for teachers and useful for counselors. By incorporating the PFI into the student report card, we ensured that important and useful student-level achievement-related data could be easily collected multiple times per year for use by counselors. The purpose of this study was to explore relationships between the variables that are measured by the scale and to assess the factor structure of the instrument as the first step in establishing its validity. The PFI has the potential to become an efficient and accurate way for school counselors to collect data from teachers about student performance. Method Initial Scale Development The PFI was developed as a tool to gather data on students’ socio-emotional development from classroom teachers. The PFI includes 13 items on which teachers rate students’ abilities related to four construct-based standards: motivation , self-direction , self-knowledge and relationships (Squier et al., 2014). These four construct clusters are believed to be foundational for school success (Squier et al., 2014). Specific items within a cluster reflect constructs that have been identified by research to be strongly associated with achievement and success. The PFI assessment was developed through a collaborative effort between the research team and a group of district-level elementary school administrators and teachers. The process of creating the instrument involved an extensive review of existing standards-based report cards, socio-emotional indicators related to different student developmental level, and rating scales measuring identified socio-emotional constructs. In addition, representatives from the district and members of the research team participated in a two-day summer workshop in August of 2013. These sessions included school