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Bayesian Adaptive Lasso for the Detection of Differential Item Functioning in Graded Response Models
Na Shan; Ping-Feng Xu – Journal of Educational and Behavioral Statistics, 2025
The detection of differential item functioning (DIF) is important in psychological and behavioral sciences. Standard DIF detection methods perform an item-by-item test iteratively, often assuming that all items except the one under investigation are DIF-free. This article proposes a Bayesian adaptive Lasso method to detect DIF in graded response…
Descriptors: Bayesian Statistics, Item Response Theory, Adolescents, Longitudinal Studies
Russell, Michael; Szendey, Olivia; Li, Zhushan – Educational Assessment, 2022
Recent research provides evidence that an intersectional approach to defining reference and focal groups results in a higher percentage of comparisons flagged for potential DIF. The study presented here examined the generalizability of this pattern across methods for examining DIF. While the level of DIF detection differed among the four methods…
Descriptors: Comparative Analysis, Item Analysis, Test Items, Test Construction
Jeffry White – Journal of Educational Research and Practice, 2024
Violations of normality and homogeneity are common in educational data. When this occurs, the use of parametric statistics may be inappropriate. A generalized form of nonparametric analyses based on the Puri and Sen L statistic provides an alternative approach. Using a chi-square distribution, this technique is easy to apply and has significant…
Descriptors: Nonparametric Statistics, Learning Analytics, Evaluation Methods, Guidance
Al-husban, Naima Ahmad; Mashaleh, Majdi; Damrah, Laila – Curriculum and Teaching, 2022
This study aims to explore Arab Open University- Jordan (AOU) students' critical thinking skills, and whether these skills varied according to variables like their university level (first and fourth year of study), gender, age, and major at university. 248 students have been randomly chosen to participate in the study. California Critical Thinking…
Descriptors: Critical Thinking, Open Universities, Thinking Skills, Foreign Countries
Ali A. Alzubi; Mohd Nazim; Jalal Ahamad – Journal of Pedagogical Research, 2024
Educators, including English Language Teaching practitioners, acknowledge the influence of collaborative learning on students' learning experiences, as demonstrated by numerous studies conducted in diverse contexts. This research, however, keeping instructional innovation, students' collaborative engagement, language learning and classroom…
Descriptors: Cooperative Learning, English (Second Language), Second Language Learning, Second Language Instruction
Wang, Cheng; Butts, Carter T.; Hipp, John; Lakon, Cynthia M. – Sociological Methods & Research, 2022
The recent popularity of models that capture the dynamic coevolution of both network structure and behavior has driven the need for summary indices to assess the adequacy of these models to reproduce dynamic properties of scientific or practical importance. Whereas there are several existing indices for assessing the ability of the model to…
Descriptors: Models, Goodness of Fit, Comparative Analysis, Computer Software
Guo, Zhang; Barmaki, Roghayeh – Australasian Journal of Educational Technology, 2020
Automatic assessment and evaluation of team performance during collaborative tasks is key to the research on learning analytics and computer-supported cooperative work. There is growing interest in the use of gaze-oriented cues for evaluating the collaboration and cooperativeness of teams. However, collecting gaze data using eye-trackers is not…
Descriptors: Teamwork, Cooperative Learning, Comparative Analysis, Computer Assisted Instruction
Trumberg, Anders; Urban, Susanne – Scandinavian Journal of Educational Research, 2021
Sweden possesses a highly deregulated school system in which students in the compulsory school system are free to choose almost any school they prefer. This study focuses on the long-term difference in educational level twelve years after finishing elementary school for students who made a school choice compared to those who did not. The study…
Descriptors: School Choice, Social Mobility, Foreign Countries, Comparative Analysis
Rodriguez, Luis A.; Gegenheimer, Karin; Springer, Matthew G. – Journal of Education Human Resources, 2023
The utility of teacher evaluation depends on meaningful teacher engagement with evaluation processes. However, critics of traditional tenure policies suggest that tenure nullifies teacher engagement with practices to improve performance. This study investigates whether tenured teachers exhibit perceptions that reflect disengagement with evaluation…
Descriptors: Teacher Evaluation, Evaluation Methods, Teacher Attitudes, School Districts
Yoo, Hanwook; Wolf, Mikyung Kim; Ballard, Laura D. – Practical Assessment, Research & Evaluation, 2023
As the theme of the 2022 annual meeting of the American Education Research Association, cultivating equitable education systems has gained renewed attention amid an increasingly diverse society. However, systemic inequalities persist for traditionally underserved student populations. As a way to better address diverse students' needs, it is of…
Descriptors: Comparative Analysis, Native Language, English Language Learners, Multilingualism
Ergin, Demirali Yasar; Asutay, Hikmet; Dogan, Coskun – Open Journal for Educational Research, 2022
The purpose of this research is to determine the difficulties experienced in foreign language education at the university due to the transition from face-to-face education to distance education due to the Covid-19 pandemic. The population of the research includes undergraduate and graduate students studying German and English…
Descriptors: Distance Education, Pandemics, COVID-19, Teaching Methods
Moreno, Vicente Garcia; Patrinos, Harry Anthony – World Bank, 2020
This paper estimates private and social returns to investment in education in Azerbaijan, using the 2015 Azerbaijan Monitoring Survey for Social Welfare. The private rate of return to education is 6 percent; this is the first estimate of returns to schooling in Azerbaijan since 1995. The returns to schooling are 6 percent for men and 8 percent for…
Descriptors: National Surveys, Higher Education, Educational Finance, Educational Policy
Jacovidis, Jessica N.; Foelber, Kelly J.; Horst, S. Jeanne – Journal of Experimental Education, 2017
Often program administrators are interested in knowing how students benefit from participation in programs compared to students who do not participate. Such comparisons may be sullied by the fact that participants self-select into programs, resulting in differences between groups prior to programming. By controlling for…
Descriptors: Probability, Scores, Statistical Analysis, Student Evaluation
Alkharusi, Hussain; Aldhafri, Said; Alnabhani, Hilal; Alkalbani, Muna – Asia-Pacific Education Researcher, 2014
A substantial proportion of the classroom time involves exposing students to a variety of assessment tasks. As students process these tasks, they develop beliefs about the importance, utility, value, and difficulty of the tasks. This study aimed at deriving a model describing the multivariate relationship between students' perceptions of the…
Descriptors: Gender Differences, Student Attitudes, Assignments, Evaluation Methods
Wu, Amery D.; Zumbo, Bruno D.; Marshall, Sheila K. – International Journal of Behavioral Development, 2014
This article describes a method based on Pratt's measures and demonstrates its use in exploratory factor analyses. The article discusses the interpretational complexities due to factor correlations and how Pratt's measures resolve these interpretational problems. Two real data examples demonstrate the calculation of what we call the…
Descriptors: Factor Analysis, Correlation, Comparative Analysis, Multiple Regression Analysis