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21

Educational Data Analytics for Teachers and School Leaders
Mougiakou, Sofia ; Vinatsella, Dimitra ; Sampson, Demetrios ; et al.

Educational Data Analyti... Learning Analytics Teaching Analytics Instructional design Evidence based education Teachers' competence …
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22

Tutorial on prescriptive analytics for logistics: What to predict and how to predict.
Tian, Xuecheng ; Yan, Ran ; Wang, Shuaian ; et al.
Electronic Research Archive. 2023, Vol. 31 Issue 4, p1-21. 21p.

LOGISTICS INTERNET of things DATA analysis EMPIRICAL research MILITARY transportation
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23

Predictive Modelling in Learning Analytics: A Machine Learning Approach in R
Jovanovic, Jelena ; López-Pernas, Sonsoles ; Saqr, Mohammed
Learning Analytics Methods and Tutorials ; page 197-229 ; ISBN 9783031544637 9783031544644

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24

Dispositional learning analytics and formative assessment: an inseparable twinship
Dirk Tempelaar ; Bart Rienties ; Bas Giesbers
International Journal of Educational Technology in Higher Education, Vol 21, Iss 1, Pp 1-26 (2024)

Learning analytics Dispositional learning a... Formative assessment Special aspects of educa... LC8-6691 Information technology …
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25

Learning Analytics Methods and Tutorials
Mohammed Saqr ; Sonsoles López-Pernas ; Mohammed Saqr ; et al.

Data mining Education--Data processi... R (Computer program lang... Educational statistics
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26

Process-Oriented Analysis of Knowledge Construction in Problem-Based Learning: A Systematic Review of Health Professions Education in Literature.
Chen, Weichao ; Zheng, Binbin
Teaching & Learning in Medicine. Aug2025, p1-15. 15p. 2 Illustrations.

PROBLEM-based learning HEALTH education QUALITATIVE research COLLABORATIVE learning INTERPROFESSIONAL relati... SOCIAL interaction …
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27

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28

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29

Challenges and Solutions to the Student Dropout Prediction Problem in Online Courses
Prenkaj, Bardh ; Stilo, Giovanni ; Madeddu, Lorenzo
Proceedings of the 29th ACM International Conference on Information & Knowledge Management. :3513-3514

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30

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31

Timing of Support in One-on-one Math Problem Solving Coaching: A Survival Analysis Approach with Multimodal Data
Chen, Lujie Karen
LAK21: 11th International Learning Analytics and Knowledge Conference. :553-558

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32

i-Ntervene: applying an evidence-based learning analytics intervention to support computer programming instruction
Piriya Utamachant ; Chutiporn Anutariya ; Suporn Pongnumkul
Smart Learning Environments, Vol 10, Iss 1, Pp 1-30 (2023)

Learning intervention pl... Learning analytics inter... Learning intervention Instructional interventi... Evidence based intervent... Intervention in programm... …
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33

Integrating Problem-Based Learning with Ulul Albab Values to Enhance Cognitive and Character Outcomes in Introductory Accounting: A Mixed-Methods Study
Abdul Malik Karim Amrullah ; Kholilah Kholilah ; Wahidmurni Wahidmurni ; et al.
Global Educational Research Review, Vol 2, Iss 1 (2025)

Problem-based learning accounting education cognitive achievement ulul albab mixed-methods Education
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34

Modeling the Dynamics of Longitudinal Processes in Education. A Tutorial with R for the VaSSTra Method
López-Pernas, Sonsoles ; Saqr, Mohammed
Learning Analytics Methods and Tutorials ; page 355-379 ; ISBN 9783031544637 9783031544644

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35

Quasi-experimental design for causal inference using Python and Apache Spark : a hands-on tutorial
Mojarad, Shirin ; Lewkow, Nicholas ; Essa, Alfred ; et al.
Proceedings of the Seventh International Learning Analytics & Knowledge Conference. :502-503

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36

Factor Analysis in education research using R
Vogelsmeier, L.V.D.E. ; Saqr, M. ; López-Pernas, S. ; et al.
Vogelsmeier, L V D E, Saqr, M, López-Pernas, S & Jongerling, J 2024, Factor Analysis in education research using R. in M Saqr & S López-Pernas (eds), Learning analytics methods and tutorials : A practical guide using R. Springer, Cham, pp. 673-703. https://doi.org/10.1007/978-3-031-54464-4_20

Confirmatory factor anal... Exploratory factor analy... Factor analysis Learning analytics
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37

Structural Equation Modeling with R for education scientists.
Jongerling, J. ; López-Pernas, S. ; Saqr, M. ; et al.
Jongerling, J, López-Pernas, S, Saqr, M & Vogelsmeier, L V D E 2024, Structural Equation Modeling with R for education scientists. in M Saqr & S López-Pernas (eds), Learning analytics methods and tutorials : A practical guide using R. Springer, pp. 705-721. https://doi.org/10.1007/978-3-031-54464-4_21

Learning analytics SEM Structural equation mode...
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38

Comparative evaluations of visualization onboarding methods
Christina Stoiber ; Conny Walchshofer ; Margit Pohl ; et al.
Visual Informatics, Vol 6, Iss 4, Pp 34-50 (2022)

Visualization literacy User onboarding Learning Visual analytic Information technology T58.5-58.64
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39

HOW DISPOSITIONAL LEARNING ANALYTICS HELPS UNDERSTANDING THE WORKED-EXAMPLE PRINCIPLE.
Tempelaar, Dirk
Proceedings of the IADIS International Conference on Cognition & Exploratory Learning in Digital Age. 2017, p117-124. 8p.

Social cognition theory... Curriculum Instructional systems Self-evaluation Empirical research Internet in education
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40

Temporal network analysis: Introduction, methods and detailed tutorial with R
Saqr, Mohammed

Computer Science - Socia... Computer Science - Compu... 37E25 E.1
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