Learning analytics instructional design model development

2021 ◽  
Vol 22 (2) ◽  
pp. 201-228
Author(s):  
Tai Ki Kim
Keyword(s):  
Instructional Design ◽  
Learning Analytics ◽  
Model Development ◽  
Instructional Design Model ◽  
Design Model

scholarly journals A 9-Step Theory- and Evidence-Based Postgraduate Medical Digital Education Development Model: Empirical Development and Validation (Preprint)

2018 ◽  
Author(s):  
Robert de Leeuw ◽  
Fedde Scheele ◽  
Kieran Walsh ◽  
Michiel Westerman
Keyword(s):  
Instructional Design ◽  
Building Blocks ◽  
Instructional Design Model ◽  
Design Model ◽  
Medical Professionals ◽  
Technology Enhanced Learning ◽  
Evidence Based ◽  
Design Models ◽  
Digital Education ◽  
Step Model

BACKGROUND Digital education tools (e-learning, technology-enhanced learning) can be defined as any educational intervention that is electronically mediated. Decveloping and applying such tools and interventions for postgraduate medical professionals who work and learn after graduation can be called postgraduate medical digital education (PGMDE), which is increasingly being used and evaluated. However, evaluation has focused mainly on reaching the learning goals and little on the design. Design models for digital education (instructional design models) help educators create a digital education curriculum, but none have been aimed at PGMDE. Studies show the need for efficient, motivating, useful, and satisfactory digital education. OBJECTIVE Our objective was (1) to create an empirical instructional design model for PGMDE founded in evidence and theory, with postgraduate medical professionals who work and learn after graduation as the target audience, and (2) to compare our model with existing models used to evaluate and create PGMDE. METHODS Previously we performed an integrative literature review, focus group discussions, and a Delphi procedure to determine which building blocks for such a model would be relevant according to experts and users. This resulted in 37 relevant items. We then used those 37 items and arranged them into chronological steps. After we created the initial 9-step plan, we compared these steps with other models reported in the literature. RESULTS The final 9 steps were (1) describe who, why, what, (2) select educational strategies, (3) translate to the real world, (4) choose the technology, (5) complete the team, (6) plan the budget, (7) plan the timing and timeline, (8) implement the project, and (9) evaluate continuously. On comparing this 9-step model with other models, we found that no other was as complete, nor were any of the other models aimed at PGMDE. CONCLUSIONS Our 9-step model is the first, to our knowledge, to be based on evidence and theory building blocks aimed at PGMDE. We have described a complete set of evidence-based steps, expanding a 3-domain model (motivate, learn, and apply) to an instructional design model that can help every educator in creating efficient, motivating, useful, and satisfactory PGMDE. Although certain steps are more robust and have a deeper theoretical background in current research (such as education), others (such as budget) have been barely touched upon and should be investigated more thoroughly in order that proper guidelines may also be provided for them.

TPACK INSTRUCTIONAL DESIGN MODEL IN VIRTUAL REALITY FOR DEEPER LEARNING IN SCIENCE AND HIGHER EDUCATION: FROM “APATHY” TO “EMPATHY”

2020 ◽  
Author(s):  
Maria Fragkaki ◽  
Stylianos Mystakidis ◽  
Ioannis Hatzilygeroudis ◽  
Konstantinos Kovas ◽  
Zuzana Palkova ◽  
...  
Keyword(s):  
Higher Education ◽  
Virtual Reality ◽  
Instructional Design ◽  
Instructional Design Model ◽  
Design Model
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