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Peer reviewedKenneth Frank; Qinyun Lin; Spiro Maroulis; Shimeng Dai, Contributor; Nicole Jess, Contributor; Hung-Chang Lin, Contributor; Yuqing Liu, Contributor; Sarah Maestrales, Contributor; Ellen Searle, Contributor; Jordan Tait, Contributor – Grantee Submission, 2025
Sensitivity analyses can inform evidence-based education policy by quantifying the hypothetical conditions necessary to change an inference. Perhaps the most prevalent index used for sensitivity analyses is Oster's (2019) Coefficient of Proportionality (COP). Oster's COP leverages changes in estimated effects and R[superscript 2] when observed…
Descriptors: Statistical Analysis, Correlation, Predictor Variables, Inferences
Alexandra Gantt-Howrey – Counselor Education and Supervision, 2025
The present study is a quantitative investigation of clients' (N = 390) perceptions of their counselors' cognitive complexity (CC) as measured by the Counselor CC (3C)-Client Perceptions Scale. Results indicate a significant relationship between perceived CC and client satisfaction. Participants' perceptions that counselors understood their…
Descriptors: Counselor Client Relationship, Satisfaction, Predictor Variables, Counselor Training
William Rhodes; Gerald Gaes; William Sabol – Evaluation Review, 2025
When individuals are released from prison, they typically enter a period of post confinement community supervision. While under community supervision, their behaviors are subject to special conditions requiring them to report to supervisors and prohibiting certain behaviors such as drug and alcohol use. Many supervisees are returned to prison…
Descriptors: Criminals, Recidivism, Crime Prevention, Supervision
Yue Cao – European Journal of Education, 2025
The success of students is closely tied to their well-being and those students with high degrees of well-being are more likely to excel in academic environments. Accordingly, the internal and external factors that cause positive changes in students' mental states and lead them to higher levels of psychological well-being (PWB) need to be divulged.…
Descriptors: Teacher Student Relationship, Educational Environment, Well Being, Foreign Countries
Luping Wang; Yun Hao; Shanshan Wang – Discover Education, 2025
In the traditional teaching mode, it is difficult for teachers to have a comprehensive understanding of each student's study, and it is also hard for them to provide targeted guidance and assistance. With the development of data collection and analysis technology, schools and educational institutions can make better use of big data technology to…
Descriptors: College Students, Predictor Variables, Scores, Academic Achievement
Mohammed Ali Assiri – Center for Educational Policy Studies Journal, 2025
This study investigated whether the big five factors of personality traits can predict academic department chairs' leadership practices. The study had a predictive research design; the data were collected from 424 participants in the 2023 academic year, and the instruments of this study were two questionnaires. The study found that the big five…
Descriptors: Personality Traits, Department Heads, Leadership, Predictor Variables
Jason A. Schoeneberger; Christopher Rhoads – American Journal of Evaluation, 2025
Regression discontinuity (RD) designs are increasingly used for causal evaluations. However, the literature contains little guidance for conducting a moderation analysis within an RDD context. The current article focuses on moderation with a single binary variable. A simulation study compares: (1) different bandwidth selectors and (2) local…
Descriptors: Regression (Statistics), Causal Models, Evaluation Methods, Multivariate Analysis
Esra Eren; Funda Ergüleç; Ahmet Kara – Journal of Pedagogical Research, 2025
Understanding how resilience evolves across the lifespan is crucial for the development of targeted interventions and strategies aimed at promoting resilience. This study aims to investigate the complex interplay between resilience, positive personality traits, and hope in emerging adults. The criterion sampling method was employed to select…
Descriptors: Resilience (Psychology), Personality Traits, College Students, Psychological Patterns
Dahlia K. Remler; Gregg G. Van Ryzin – American Journal of Evaluation, 2025
This article reviews the origins and use of the terms quasi-experiment and natural experiment. It demonstrates how the terms conflate whether variation in the independent variable of interest falls short of random with whether researchers find, rather than intervene to create, that variation. Using the lens of assignment--the process driving…
Descriptors: Quasiexperimental Design, Research Design, Experiments, Predictor Variables
Saleh Samimi Dehkordi; Ivan Radevic; Matej Cerne; Katerina Božic; Amadeja Lamovšek – Journal of Creative Behavior, 2025
Despite the increasing need for creativity in rapidly evolving markets and work environments, not all employees are able to engage in this crucial behavior at work. The interactionist perspective suggests that creativity in organizations can be predicted by the interplay of individual and situational elements. With this theoretical framework, the…
Descriptors: Experience, Predictor Variables, Employees, Creativity
Jordan Klein; Connor Kerns; Kimberly Hills; Abigail Hogan; Sara Matherly; Jane Roberts – Journal of Autism and Developmental Disorders, 2025
Autistic individuals are twice as likely to meet criteria for anxiety than neurotypical children; yet we lack understanding of early presentations of anxiety in young autistic children, especially those with cognitive impairment. This study is the first to utilize an autism-specific anxiety diagnostic interview with 28 preschool cognitively…
Descriptors: Preschool Children, Autism Spectrum Disorders, Intellectual Disability, Incidence
Tuan D. Nguyen; Elizabeth Bettini; Christopher Redding; Allison F. Gilmour – Educational Evaluation and Policy Analysis, 2025
Many studies rely on teachers' reported career intentions instead of measuring actual turnover, but research does not clearly document how these variables relate to one another. We test how measures of teacher intentions relate to turnover. Using nationally representative data on 102,970 public school teachers, we conduct a descriptive and…
Descriptors: Faculty Mobility, Intention, Public School Teachers, Teacher Persistence
Abdullah Saykili; Sinan Aydin; Yusuf Zafer Can Ugurhan; Aylin Öztürk; Mustafa Kemal Birgin – Technology, Knowledge and Learning, 2025
Learning analytics offer unprecedented opportunities for tracking and storing learning behaviors, thereby providing chances for optimizing learner engagement and success. The limited adoption of learning analytics by educational institutions hinders efforts to optimize learning processes through organizational and educational interventions,…
Descriptors: Undergraduate Students, Online Courses, Learning Analytics, Student Characteristics
Sebnem Özge Özsoy; Hatice Dagli; H. Elif Daglioglu – Journal of Pedagogical Research, 2025
This study aims to examine preschool children's executive function skills and motivation about various variables and determine the relationship between these two domains. A correlational survey method was employed in the study, and the study group consisted of 224 children aged 48-72 months attending preschool education institutions in Türkiye.…
Descriptors: Executive Function, Preschool Children, Student Motivation, Predictor Variables
Karimatus Saidah; Achmad Dardiri; Pujiyanti Fauziah – Journal of Education and Learning (EduLearn), 2025
It is important for prospective elementary school teachers to know their epistemic beliefs because this is related to beliefs about how to teach in schools and how learning should be done, which are called pedagogical beliefs. This study aims to investigate whether epistemic beliefs can predict the pedagogical beliefs of prospective elementary…
Descriptors: Epistemology, Beliefs, Predictor Variables, Elementary School Teachers

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