Search Results - "Bayesian Statistics"

The Role of Educational Planning in the Quality of Secondary School Performance in Somaliland: A Bayesian Approach

Authors: Asia Abdirahman Abdillahi Abdirahman Osman Alin

Source: Educational Planning. 2026 33(1):48-61.

Peer Reviewed: Y

Page Count: 14

Descriptors: Educational Planning, Educational Quality, Academic Achievement, Bayesian Statistics, Foreign Countries, Program Implementation, Program Evaluation, Educational Environment, Secondary Education, School Effectiveness, Secondary Schools

Geographic Terms: Somalia

Using the Bayesian Network Method to Evaluate the Effectiveness of College Students' Mental Health Intervention Strategies and Their Impact on Academic Performance

Authors: Wang Xiaohui Cai Lianghui

Source: Journal of Psychoeducational Assessment. 2026 44(4):434-459.

Peer Reviewed: Y

Page Count: 26

Descriptors: Undergraduate Students, Academic Achievement, Mental Health, Bayesian Statistics, Risk, Intervention, Predictive Validity

Grounding Meaning and Warranting Inference in Educational Measurement: Theory, Epistemology, and Practice in Mislevy's Sociocognitive Framework

Authors: David Torres Irribarra Joshua A. McGrane

Source: Educational Measurement: Issues and Practice. 2026 45(2).

Peer Reviewed: Y

Page Count: 9

Descriptors: Educational Assessment, Educational Theories, Epistemology, Educational Practices, Psychometrics, Cognitive Processes, Models, Social Theories, Bayesian Statistics

A Bayesian Meta-Analysis of Digital Game-Enhanced Vocabulary Learning

Authors: Sofiya Shahiwala D. R. Rahul

Source: Journal of Computer Assisted Learning. 2026 42(3).

Peer Reviewed: Y

Page Count: 23

Descriptors: Bayesian Statistics, Meta Analysis, Game Based Learning, Vocabulary Development, Computer Games, Instructional Effectiveness

Revisiting Text Readability and Processing Effort in Second Language Reading: Bayesian Analysis of Eye-Tracking Data

Authors: Shingo Nahatame Kazuhiro Yamaguchi

Source: Language Learning. 2026 76(2):671-703.

Peer Reviewed: Y

Page Count: 33

Descriptors: Eye Movements, Readability, Second Language Learning, English (Second Language), Bayesian Statistics, Prediction, Language Processing, Reading Comprehension, Distinctive Features (Language), Undergraduate Students, Graduate Students, Foreign Countries

Geographic Terms: Japan

Comparing Machine Learning Methods for Estimating Heterogeneous Treatment Effects in Randomized Trials: A Comprehensive Simulation Study. EdWorkingPaper No. 25-1276

Authors: Annenberg Institute for School Reform at Brown University Luke Miratrix Polina Polskaia et al.

Source: Annenberg Institute for School Reform at Brown University. 2025.

Peer Reviewed: N

Page Count: 67

Sponsoring Agency: Institute of Education Sciences (ED)

Descriptors: Artificial Intelligence, Randomized Controlled Trials, Educational Experiments, Sample Size, Computation, Bayesian Statistics, Regression (Statistics), Statistical Analysis

IES Funded: Yes

Augmenting Analysis of Single-Case Math Interventions with Bayesian Multilevel Models: Examining Effect Visualization and Magnitude Uncertainty

Authors: Garret J. Hall Wilhelmina van Dijk Jenny Root et al.

Source: School Psychology. 2026 41(2):219-232.

Peer Reviewed: Y

Page Count: 14

Sponsoring Agency: Department of Education (ED)

Descriptors: Research Design, Bayesian Statistics, Hierarchical Linear Modeling, Mathematics, Intervention, Mathematics Education, Secondary School Students, Visualization, Effect Size

Using Item Parameter Predictions for Reducing Calibration Sample Requirements--A Case Study Based on a High-Stakes Admission Test

Authors: Esther Ulitzsch Dmitry Belov Oliver Lüdtke et al.

Source: Journal of Educational Measurement. 2026 63(1).

Peer Reviewed: Y

Page Count: 52

Descriptors: High Stakes Tests, Test Items, Difficulty Level, Computation, Bayesian Statistics, Maximum Likelihood Statistics, Sample Size, Accuracy, Prediction

Modeling Missing Response Data in Item Response Theory: Addressing Missing Not at Random Mechanism with Monotone Missing Characteristics

Authors: Jiwei Zhang Jing Lu Zhaoyuan Zhang

Source: Journal of Educational Measurement. 2026 63(1).

Peer Reviewed: Y

Page Count: 34

Descriptors: Item Response Theory, Research Problems, Models, Bayesian Statistics, Evaluation Criteria, Sampling, Algorithms, Achievement Tests, Foreign Countries, International Assessment, Secondary School Students

Assessment and Survey Identifiers: Program for International Student Assessment

Exploring the Influence of Response Time Allocation on Item Revisiting: Implications for Test-Taking Strategies in Cognitive Diagnostic Assessments

Authors: Ziyuan Zhao Jiwei Zhang Jing Lu

Source: Journal of Educational Measurement. 2026 63(1).

Peer Reviewed: Y

Page Count: 27

Descriptors: Item Response Theory, Test Items, Test Wiseness, Cognitive Measurement, Diagnostic Tests, Computer Assisted Testing, Reaction Time, Accuracy, Markov Processes, Monte Carlo Methods, Bayesian Statistics

Incorporating Measurement Errors in Fixed Person Parameter Calibration

Authors: Ikkyu Choi Yi Cao Hongwen Guo et al.

Source: Journal of Educational Measurement. 2026 63(1).

Peer Reviewed: Y

Page Count: 28

Descriptors: Error of Measurement, Ability, Computation, Bayesian Statistics, Sample Size, Test Items

Effectiveness of Written Corrective Feedback in Developing L2 Accuracy: A Bayesian Meta-Analysis

Authors: Dan Brown Qiandi Liu Reza Norouzian

Source: Language Teaching Research. 2026 30(3):1357-1389.

Peer Reviewed: Y

Page Count: 33

Descriptors: Literature Reviews, Meta Analysis, Bayesian Statistics, Feedback (Response), Second Language Learning, Error Correction, Writing Instruction, Writing Evaluation, Context Effect, Language Proficiency, Writing Ability, Time Factors (Learning)

Back to Bayes-ics: Improving Universal Screening Decisions by Quantifying Uncertainty

Authors: Garret J. Hall Emma Doyle

Source: Assessment for Effective Intervention. 2026 51(2):67-83.

Peer Reviewed: Y

Page Count: 17

Descriptors: Bayesian Statistics, Screening Tests, Academic Ability, At Risk Students, Prediction, Statistical Inference, Probability, Computation, Regression (Statistics), Hierarchical Linear Modeling, Decision Making, Educational Assessment, Elementary School Students, Middle School Students, Achievement Tests

Assessment and Survey Identifiers: Measures of Academic Progress

Modeling Uncertainty around Free-List Cultural Salience Scores

Authors: Daniel Major-Smith Benjamin Grant Purzycki

Source: Field Methods. 2026 38(1):62-75.

Peer Reviewed: Y

Page Count: 14

Descriptors: Research Methodology, Scores, Ambiguity (Context), Sampling, Bayesian Statistics, Regression (Statistics), Computation, Data Use, Data Collection, Computer Software, Foreign Countries

Geographic Terms: Russia

The Integration of Bayesian Regression Analysis and Bayesian Process Tracing in Mixed-Methods Research

Authors: Lion Behrens Ingo Rohlfing

Source: Sociological Methods & Research. 2026 55(1):186-218.

Peer Reviewed: Y

Page Count: 33

Descriptors: Bayesian Statistics, Regression (Statistics), Statistical Analysis, Mixed Methods Research

The Influence of Task Type and Learner Language Background on Writing Production and Anxiety: A Bayesian Linear Mixed-Effects Analysis

Authors: Mahmoud Abdi Tabari Xinya Liang Ágnes Albert

Source: Studies in Second Language Learning and Teaching. 2025 15(4):831-856.

Peer Reviewed: Y

Page Count: 26

Descriptors: Second Language Learning, Second Language Instruction, Teaching Methods, Writing (Composition), Anxiety, Writing Attitudes, Individual Differences, College Students, Essays, Writing Evaluation, Bayesian Statistics, Language Fluency, Accuracy, Writing Improvement, Persuasive Discourse, Task Analysis

Optimizing Bayesian Knowledge Tracing with Neural Network Parameter Generation

Authors: Anirudhan Badrinath Zachary Pardos

Source: Journal of Educational Data Mining. 2025 17(1):41-65.

Peer Reviewed: Y

Page Count: 25

Descriptors: Bayesian Statistics, Intelligent Tutoring Systems, Problem Solving, Audience Response Systems, Learning Processes, Item Response Theory, Predictive Measurement, Test Validity, Test Reliability

How Much Mastery Is Enough Mastery? The Relationship between Mastery in a Lesson and the Performance on the Subsequent Lesson

Authors: Jiayi Zhang Kirk Vanacore Ryan S. Baker et al.

Source: International Educational Data Mining Society. 2025.

Peer Reviewed: Y

Page Count: 7

Descriptors: Elementary School Students, Junior High School Students, Mastery Learning, Teaching Methods, Competence, Bayesian Statistics, Artificial Intelligence, Mathematics Skills, Educational Technology, Electronic Learning, Skill Development

Fairness of Bayesian Knowledge Tracing for Math Learners of Different Reading Ability

Authors: Frank Stinar HaeJin Lee Clara Belitz et al.

Source: International Educational Data Mining Society. 2025.

Peer Reviewed: Y

Page Count: 12

Sponsoring Agency: National Science Foundation (NSF)

Descriptors: Mathematics Education, Bayesian Statistics, Reading Ability, Information Management, Technology Uses in Education, Individualized Instruction, Reading Achievement, Bias, Reading Comprehension, Transfer of Training

Learning to Love LLMs for Answer Interpretation: Chain-of-Thought Prompting and the AMMORE Dataset

Authors: Owen Henkel Hannah Horne-Robinson Maria Dyshel et al.

Source: Journal of Learning Analytics. 2025 12(1):50-64.

Peer Reviewed: Y

Page Count: 15

Descriptors: Learning Analytics, Learning Management Systems, Mathematics Instruction, Middle School Students, High School Students, Computational Linguistics, Grading, Test Items, Mathematics Tests, Artificial Intelligence, Computer Software, Bayesian Statistics, Classification, Foreign Countries, Cues

Geographic Terms: Nigeria, South Africa, Ghana, Africa