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Abdul Haq; Muhammad Usman; Manzoor Khan – Measurement: Interdisciplinary Research and Perspectives, 2024
Measurement errors may significantly distort the properties of an estimator. In this paper, estimators of the finite population variance using the information on first and second raw moments of the study variable are developed under stratified random sampling that incorporate the variance of a measurement error component. Additionally, combined…
Descriptors: Sampling, Error of Measurement, Evaluation Methods, Statistical Bias
Hussain, Zawar; Cheema, Salman Arif; Hussain, Ishtiaq – Sociological Methods & Research, 2022
This article is about making correction in Tarray, Singh, and Zaizai model and further improving it when stratified random sampling is necessary. This is done by using optional randomized response technique in stratified sampling using a combination of Mangat and Singh, Mangat, and Greenberg et al. models. The suggested model has been studied…
Descriptors: Comparative Analysis, Models, Surveys, Questionnaires
Jiangang Hao; Alina A. von Davier; Victoria Yaneva; Susan Lottridge; Matthias von Davier; Deborah J. Harris – Educational Measurement: Issues and Practice, 2024
The remarkable strides in artificial intelligence (AI), exemplified by ChatGPT, have unveiled a wealth of opportunities and challenges in assessment. Applying cutting-edge large language models (LLMs) and generative AI to assessment holds great promise in boosting efficiency, mitigating bias, and facilitating customized evaluations. Conversely,…
Descriptors: Evaluation Methods, Artificial Intelligence, Educational Change, Computer Software
Brinster, Meredith I.; Brukilacchio, Briana H.; Fikki-Urbanovsky, Autumn; Shahidullah, Jeffrey D.; Ravenscroft, Sheri – Journal of Autism and Developmental Disorders, 2023
This paper describes the (Sin Exclusión) Transdisciplinary Autism Assessment and Resources ([S]TAAR) model and presents early metrics tracking efficiency and equity in access to high-quality comprehensive autism evaluations for young children. Retrospective chart reviews over one year (08/2018-08/2019) with n = 173 children were reviewed. Through…
Descriptors: Efficiency, Equal Education, Identification, Autism Spectrum Disorders
Jessica M. Lammert; Angela C. Roberts; Ken McRae; Laura J. Batterink; Blake E. Butler – Journal of Speech, Language, and Hearing Research, 2025
Purpose: Recent advances in artificial intelligence provide opportunities to capture and represent complex features of human language in a more automated manner, offering potential means of improving the efficiency of language assessment. This review article presents computerized approaches for the analysis of narrative language and identification…
Descriptors: Identification, Natural Language Processing, Artificial Intelligence, Barriers
Yang Du; Susu Zhang – Journal of Educational and Behavioral Statistics, 2025
Item compromise has long posed challenges in educational measurement, jeopardizing both test validity and test security of continuous tests. Detecting compromised items is therefore crucial to address this concern. The present literature on compromised item detection reveals two notable gaps: First, the majority of existing methods are based upon…
Descriptors: Item Response Theory, Item Analysis, Bayesian Statistics, Educational Assessment
Wirzén, Johan; Hedegaard, Joel – Educational Studies, 2023
The aim of the present study is to investigate how the concept of systematic quality work is perceived by school teachers. Eleven interviews were conducted and analysed according to the phenomenographical method, inspired by qualitative content analysis. Five qualitatively different descriptive categories were identified: (i) tools for…
Descriptors: Teacher Attitudes, Educational Quality, Evaluation Methods, Quality Assurance
Xingyuan Gao; Jianping Shen; Megan Russell Johnson; Huilan Krenn; Erika Burkhardt – Early Years: An International Journal of Research and Development, 2023
In this article, we intend to illustrate the notion, practice, and evaluation methods and results related to building an effective, efficient, and equitable early care and education (ECE) system. We point out the dominant approach, in practice and evaluation, of focusing on a single ECE program to improve ECE, propose a model of developing an ECE…
Descriptors: Early Childhood Education, Child Care, Educational Development, Educational Assessment
Yuan Cui; Xiao-Xi Xiao; Zhi-Li Zhan; Guo-Liang Yang – Research Evaluation, 2025
In the current higher education landscape, universities are facing expanding requirements beyond teaching and research. Evaluation methods must evolve accordingly to prevent universities from facing development dilemmas. Current mainstream evaluation methods primarily emphasize the research domain, often failing to holistically capture a…
Descriptors: Universities, Diversity, Equal Education, Evaluation Methods
An Improved Two-Stage Randomized Response Model for Estimating the Proportion of Sensitive Attribute
Narjis, Ghulam; Shabbir, Javid – Sociological Methods & Research, 2023
The randomized response technique (RRT) is an effective method designed to obtain the stigmatized information from respondents while assuring the privacy. In this study, we propose a new two-stage RRT model to estimate the prevalence of sensitive attribute ([pi]). A simulation study shows that the empirical mean and variance of proposed estimator…
Descriptors: Comparative Analysis, Incidence, Efficiency, Models
Ling Wang; Shen Zhan – Education Research and Perspectives, 2024
Generative Artificial Intelligence (GenAI) is transforming education, with assessment design emerging as a crucial area of innovation, particularly in computer science (CS) education. Effective assessment is critical for evaluating student competencies and guiding learning processes, yet traditional practices face significant challenges in CS…
Descriptors: Artificial Intelligence, Computer Science Education, Technology Uses in Education, Student Evaluation
Pere J. Ferrando; David Navarro-González; Fabia Morales-Vives – Educational and Psychological Measurement, 2025
The problem of local item dependencies (LIDs) is very common in personality and attitude measures, particularly in those that measure narrow-bandwidth dimensions. At the structural level, these dependencies can be modeled by using extended factor analytic (FA) solutions that include correlated residuals. However, the effects that LIDs have on the…
Descriptors: Scores, Accuracy, Evaluation Methods, Factor Analysis
Eran Hadas; Arnon Hershkovitz – Journal of Learning Analytics, 2025
Creativity is an imperative skill for today's learners, one that has important contributions to issues of inclusion and equity in education. Therefore, assessing creativity is of major importance in educational contexts. However, scoring creativity based on traditional tools suffers from subjectivity and is heavily time- and labour-consuming. This…
Descriptors: Creativity, Evaluation Methods, Computer Assisted Testing, Artificial Intelligence
Flutura Gagica Rexhepi; Rreze Kryeziu Breznica; Lulzim Mehmedi; Burhan Reshat Rexhepi – Pegem Journal of Education and Instruction, 2024
The main issue that is discussed today in schools, in educational institutions, by researchers and education experts, is the quality in education. In addition to numerous discussions on issues of educational quality, in addition to defining quality standards and criteria and in addition to establishing criteria to measure quality, the role of the…
Descriptors: Foreign Countries, Instructional Effectiveness, School Effectiveness, Educational Quality
Juan D’Brot; W. Chris Brandt – Region 5 Comprehensive Center, 2024
Balanced assessment systems provide feedback and support decision-making to improve instruction and learning. "Supporting Continuous Improvement Efforts Through Balanced Assessment Systems: Components, Integration, and High-Leverage Actions" outlines key features and components, integration of various assessment approaches, and guiding…
Descriptors: Evaluation Methods, Educational Improvement, Instructional Design, State Departments of Education