Reliability indicates the internal consistency of a test. In educational studies, reliability is a key feature for a test. Researchers have proposed many traditional reliability estimates, such as coefficient alpha and coefficient omega. However, traditional reliability indices do not deal with the data hierarchy, even though the multilevel…

The Performance Assessment and Evaluation System (PAES) is used by all major universities in the state of Utah to measure the effective teaching skills of preservice candidates as they progress through their teaching preparation program. The resulting ratings are used to make high-stakes decisions relating to course completion as well as…

This study is meant to explore the psychometric properties of The Self-Advocacy Skills Inventory Beta. The Beta is a measurement of self-advocacy skills for individuals with different disabilities. This dissertation presents the results of a confirmatory factor analysis, as well as an examination of reliability of the Beta as well as its scales.…

Over the decades, counselors have been asked to provide culturally appropriate services to clients and make social justice efforts (American Counseling Association, 2014; Arredondo et al., 1996; Sue et al., 1982). School counselors have also been encouraged to act as social justice leaders who advocate for systemic changes in schools (Curry &…

Within the field of school psychology, the currently accepted structure of intelligence is the Cattell-Horn-Carroll Model (CHC). The CHC model contains three strata of abilities: a general ability (g), multiple broad cognitive abilities, and several narrow abilities (Schneider & McGrew, 2018), although the theoretical salience of the g factor…

Experienced discrimination based on identity and appearance (or discrimination experience) is critical to assess among the college student population given its relationship to six key components of the college student experience. Investigating this variable requires the use of a psychometrically sound scale that demonstrates adequate validity and…

This sequential-explanatory mixed-methods study assessed the construct validity of the educative Teaching Performance Assessment's (edTPA) Elementary Education Literacy, Elementary Education Math, and Early Childhood assessment areas. The edTPA is a portfolio-based subject-specific teaching performance assessment developed by Stanford's Center for…

In the process of instrument development, developers follow protocols and conduct analyses to ensure psychometric properties are met. During development, developers determine an assessment format that best aligns to their desired construct, including direct or indirect assessment. Within indirect assessment, participants hold a non-active role in…

Self-efficacy is frequently explored as a construct within assessments in counselor education (Crutchfield & Borders, 1997; Cashwell & Dooley, 2001; Kozina et al., 2010). However, despite the importance of advocacy in our field, there is a lack of research that measures self-efficacy in relation to advocacy attitudes and behaviors (Smith…

Science, technology, engineering, and mathematics (STEM) influence almost every aspect of our daily lives. However, despite the high demand for STEM occupational talent, the STEM pipeline continues leaking, with less than one-sixth of high school students pursuing STEM majors and only 50% of entering STEM majors matriculating into STEM fields.…

Development of the Jordan Performance Appraisal System (JPAS) was completed in 1996. This study examined the factor structure of the classroom observation instrument used in the JPAS. Using observed classroom instructional quality ratings of 1220 elementary teachers of Grades 1-6 in the Jordan School District, this study estimated the factor…

College-aged women expect to disrupt their future careers, earn less, and be responsible for more household and childcare chores than their future spouses. This unequal division of labor has been linked to inequality in the workforce between women and men with women earning less and being concentrated in low pay, low prestige occupations. The…

This study assesses the utility of the U.S. version of the Strengths and Difficulties Questionnaire (SDQ) teacher form as a screener for mental health and behavior concerns. The SDQ was administered to a community sample of 391 culturally and linguistically diverse students in grades K-6. Internal reliability was assessed using Cronbach's alpha.…

The purpose of this study was to examine the psychometric properties of the Michigan School Libraries for the 21st Century Measurement Benchmarks (SL21). The instrument consists of 19 items with three subscales: Building the 21st Century Learning Environment Subscale, Teaching for 21st Century Learning Subscale, and Leading the Way to 21st Century…

Online learning has become a popular alternative to traditional schools, allowing flexible schedules and availability of accelerated programs. In spite of the positive attributes, online education faces some challenges, such as assessing student engagement, seen as an indicator of academic excellence. The literature reveals that existing…