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Harmon, Jon; Warnakulasooriya, Rasil – International Educational Data Mining Society, 2019
The Additive Factor Model (AFM) is a cognitive diagnostic model that can be used to predict student performance on items in a context that allows for student learning. Within AFM, "skills" have a learning rate, and student acquisition of a skill depends only on the number of opportunities a student has had to exercise that skill and the…
Descriptors: Electronic Learning, Factor Analysis, Goodness of Fit, Item Response Theory
Churches, Richard; Lawrance, Jan – Education Development Trust, 2021
Recruiting and retaining excellent teachers remains a pressing policy issue in education systems worldwide. According to UNESCO estimates, 68.8 million teachers will need to be recruited globally to meet Sustainable Development Goal 4. However, simply recruiting more teachers will not be enough to meet this challenge: we need to recruit…
Descriptors: Foreign Countries, Teacher Recruitment, Teacher Competencies, Mathematics Teachers
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Ma, Colleen; Harris, Peter; Cole, Andrew; Jones, Phil; Shulruf, Boaz – Issues in Educational Research, 2016
The objectives of this study were to identify the effectiveness of the panel admission interview as a selection tool for the medical program and identify improvements in the selection tools battery. Data from 1024 students, representing four cohorts of students were used in this study. Exploratory factor analysis using principal component analysis…
Descriptors: Interviews, Medical Education, College Admission, Admission Criteria
Heffner, Christopher L. – ProQuest LLC, 2013
Based on current research and seminal theories on learning, quality, and academic persistence, this study sought to establish the core components of academic quality in higher education and to determine if these components can be used to predict students' intention to persist. This study also looked at differences between traditionally aged…
Descriptors: Student Attitudes, Educational Quality, Academic Persistence, Higher Education
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Henry, Gary T.; Campbell, Shanyce L.; Thompson, Charles L.; Patriarca, Linda A.; Luterbach, Kenneth J.; Lys, Diana B.; Covington, Vivian Martin – Journal of Teacher Education, 2013
Calls for evidence-based reform of teacher preparation programs (TPPs) suggest the question: Do the current indicators of progress and performance used by TPPs predict effectiveness of their graduates when they become teachers? In this study, the indicators of progress and performance used by one program are examined for their ability to predict…
Descriptors: Teacher Education, Preservice Teachers, Evidence, Predictive Validity
Soine, Karen M. – ProQuest LLC, 2011
This primary purpose of the study was to expand the work of Garet, Porter, Desimone, Birman, and Yoon (2001) by creating and psychometrically testing an instrument designed to measure teachers' perceptions of characteristics of professional development. Elementary teachers (n = 406) from five school districts in Washington State participating in a…
Descriptors: Psychometrics, Construct Validity, Predictive Validity, Factor Analysis
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Zheng, Lanqin; Yang, Kaicheng; Huang, Ronghuai – Educational Technology & Society, 2012
This study proposes a new method named the IIS-map-based method for analyzing interactions in face-to-face collaborative learning settings. This analysis method is conducted in three steps: firstly, drawing an initial IIS-map according to collaborative tasks; secondly, coding and segmenting information flows into information items of IIS; thirdly,…
Descriptors: Foreign Countries, Computer Uses in Education, Program Effectiveness, Research Methodology
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Cox, Troy L.; Davies, Randall S. – CALICO Journal, 2012
This study examined the use of automatic speech recognition (ASR) scored elicited oral response (EOR) tests to assess the speaking ability of English language learners. It also examined the relationship between ASR-scored EOR and other language proficiency measures and the ability of the ASR to rate speakers without bias to gender or native…
Descriptors: English Language Learners, Computer Assisted Testing, Computer Software, Computer Software Evaluation
Ray, Larry A. – ProQuest LLC, 2011
This study examined the academic performance of Tech Prep students (referred to as participants) in comparison to non-Tech Prep students (referred to as non-participants) entering a two-year community college from sixteen different high schools in Stark County, Ohio. This study provided a quantitative analysis of students' academic experiences to…
Descriptors: Test Results, Grade Point Average, College Preparation, Academic Achievement
Sadler, Philip M., Ed.; Sonnert, Gerhard, Ed.; Tai, Robert H., Ed.; Klopfenstein, Kristin, Ed. – Harvard Education Press, 2010
With an annual yearly growth rate of 9.3 percent over the last two decades, Advanced Placement courses have become a juggernaut in American high school education. AP courses are routinely perceived as an indicator of educational rigor, and many schools push to enroll low-income or minority students in these courses in the hope of preparing them…
Descriptors: High Schools, Teacher Characteristics, Educational Objectives, Outcomes of Education
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Sternberg, Robert J. – Intelligence, 2006
This article describes the formulation and execution of the Rainbow Project, Phase I, funded by the College Board. Past data suggest that the SAT is a good predictor of performance in college. But in terms of the amount of variance explained by the SAT, there is room for improvement, as there would be for virtually any single test battery. Phase I…
Descriptors: Program Effectiveness, Predictive Validity, Intelligence, Construct Validity
Brown, Jonathan R.; Brown, Lisbeth J.; Brown, Courtney L. – Teacher Education Quarterly, 2008
Teacher preparation programs have continued to see the ever-increasing control of teacher candidates by policymakers. To control means to regulate. The problem, according to these authors, is that there are currently at least three regulating measurement and assessment obstacles faced by teacher candidates in teacher preparation programs. The…
Descriptors: Preservice Teacher Education, Schools of Education, Standardized Tests, Program Effectiveness