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Peer reviewed
Direct linkKim, Rae Yeong; Yoo, Yun Joo – Journal of Educational Measurement, 2023
In cognitive diagnostic models (CDMs), a set of fine-grained attributes is required to characterize complex problem solving and provide detailed diagnostic information about an examinee. However, it is challenging to ensure reliable estimation and control computational complexity when The test aims to identify the examinee's attribute profile in a…
Descriptors: Models, Diagnostic Tests, Adaptive Testing, Accuracy
Kataoka, Yuki; Taito, Shunsuke; Yamamoto, Norio; So, Ryuhei; Tsutsumi, Yusuke; Anan, Keisuke; Banno, Masahiro; Tsujimoto, Yasushi; Wada, Yoshitaka; Sagami, Shintaro; Tsujimoto, Hiraku; Nihashi, Takashi; Takeuchi, Motoki; Terasawa, Teruhiko; Iguchi, Masahiro; Kumasawa, Junji; Ichikawa, Takumi; Furukawa, Ryuki; Yamabe, Jun; Furukawa, Toshi A. – Research Synthesis Methods, 2023
There are currently no abstract classifiers, which can be used for new diagnostic test accuracy (DTA) systematic reviews to select primary DTA study abstracts from database searches. Our goal was to develop machine-learning-based abstract classifiers for new DTA systematic reviews through an open competition. We prepared a dataset of abstracts…
Descriptors: Competition, Classification, Diagnostic Tests, Accuracy
Victoria L. Lowell; Lucía Ureña-Rodríguez – SAGE Open, 2023
Globally, educators and researchers use different terms to describe instructors' approaches when presenting instructional material in formal and informal settings. Terms commonly used to describe instructional approaches include teaching/instructional strategy, teaching/instructional method, and teaching/instructional technique. Although…
Descriptors: Taxonomy, Teaching Methods, Educational Strategies, Standards
Senthil Kumaran, V.; Malar, B. – Interactive Learning Environments, 2023
Churn in e-learning refers to learners who gradually perform less and become lethargic and may potentially drop out from the course. Churn prediction is a highly sensitive and critical task in an e-learning system because inaccurate predictions might cause undesired consequences. A lot of approaches proposed in the literature analyzed and modeled…
Descriptors: Electronic Learning, Dropouts, Accuracy, Classification
Yusuf Kara; Akihito Kamata; Xin Qiao; Cornelis J. Potgieter; Joseph F. T. Nese – Educational and Psychological Measurement, 2024
Words read correctly per minute (WCPM) is the reporting score metric in oral reading fluency (ORF) assessments, which is popularly utilized as part of curriculum-based measurements to screen at-risk readers and to monitor progress of students who receive interventions. Just like other types of assessments with multiple forms, equating would be…
Descriptors: Oral Reading, Reading Fluency, Models, Reading Rate
Dexin Shi; Bo Zhang; Ren Liu; Zhehan Jiang – Educational and Psychological Measurement, 2024
Multiple imputation (MI) is one of the recommended techniques for handling missing data in ordinal factor analysis models. However, methods for computing MI-based fit indices under ordinal factor analysis models have yet to be developed. In this short note, we introduced the methods of using the standardized root mean squared residual (SRMR) and…
Descriptors: Goodness of Fit, Factor Analysis, Simulation, Accuracy
Xiaotian Zhang; Yan Wang – Educational Studies, 2024
Culturally authentic literature is widely recognized for its efficacy in developing children's multicultural awareness and intercultural understanding. Through systematic examination and analysis of 53 Children's picture books featuring China and its culture published in North America, this study investigated the extent to which the selected books…
Descriptors: Foreign Countries, Picture Books, Cultural Education, Stereotypes
Camilla L. Fitjar; Vibeke Rønneberg; Mark Torrance – Reading and Writing: An Interdisciplinary Journal, 2024
Educationally-oriented measures of handwriting fluency--tasks such as written alphabet recall and sentence copying--conflate graphomotor skill and various higher-level abilities. Direct measurement of pen control when forming letters requires analysis of pen-tip velocity associated with the production of sub-letter features that, in a skilled…
Descriptors: Handwriting, Writing Skills, Alphabets, Psychomotor Skills
Serena Dolfi; Gisella Decarli; Maristella Lunardon; Michele De Filippo De Grazia; Silvia Gerola; Silvia Lanfranchi; Giuseppe Cossu; Francesco Sella; Alberto Testolin; Marco Zorzi – Developmental Science, 2024
Impaired numerosity perception in developmental dyscalculia (low "number acuity") has been interpreted as evidence of reduced representational precision in the neurocognitive system supporting non-symbolic number sense. However, recent studies suggest that poor numerosity judgments might stem from stronger interference from non-numerical…
Descriptors: Number Concepts, Learning Disabilities, Numeracy, Mathematics Skills
Ferdinand Valentin Stoye; Claudia Tschammler; Oliver Kuss; Annika Hoyer – Research Synthesis Methods, 2024
The development of new statistical models for the meta-analysis of diagnostic test accuracy studies is still an ongoing field of research, especially with respect to summary receiver operating characteristic (ROC) curves. In the recently published updated version of the "Cochrane Handbook for Systematic Reviews of Diagnostic Test…
Descriptors: Diagnostic Tests, Accuracy, Barriers, Models
Esther Janse; Chen Shen; Esther de Kerf – Journal of Speech, Language, and Hearing Research, 2024
Purpose: In a previous publication, we observed that maximum speech performance in a nonclinical sample of young adult speakers producing "alternating" diadochokinesis (DDK) sequences (e.g., rapidly repeating "pataka") was associated with cognitive control: Those with better cognitive switching abilities (i.e., switching…
Descriptors: Young Adults, Speech Impairments, Psychomotor Skills, Cognitive Ability
Jiaying Xiao – ProQuest LLC, 2024
Multidimensional Item Response Theory (MIRT) has been widely used in educational and psychological assessments. It estimates multiple constructs simultaneously and models the correlations among latent constructs. While it provides more accurate results, the unidimensional IRT model is still dominant in real applications. One major reason is that…
Descriptors: Item Response Theory, Algorithms, Computation, Efficiency
Download full textHeather C. Hill; Kathleen Lynch; Joshua R. Polanin – Annenberg Institute for School Reform at Brown University, 2024
Inconsistent reporting of critical facets of classroom interventions and their related impact evaluations hinders the field's ability to describe and synthesize the existing evidence base. In this essay, we present a set of reporting guidelines intended to steer authors of classroom intervention studies toward providing more systematic reporting…
Descriptors: Disclosure, Guidelines, Intervention, Educational Research
Nicole A. Hollins; Stephanie Peterson – Journal of Behavioral Education, 2024
High rates of active student responding and opportunities to respond are considered best-practice instructional strategies for learning. Many educators in higher education have shifted from teaching primarily in-person to either a hybrid or an online format over the past decade. The global pandemic hastened further shifts from in-person to online…
Descriptors: Graduate Students, Online Courses, Synchronous Communication, Responses
Richard S. Balkin; Quentin Hunter; Bradley T. Erford – Measurement and Evaluation in Counseling and Development, 2024
We describe best practices in reporting reliability estimates in counseling research with consideration to precision, generalization, and diverse populations. We provide a historical context to reporting reliability estimates, the limitations of past practices, and new methods to address reliability generalization. We highlight best practices…
Descriptors: Best Practices, Reliability, Counseling, Research
