Learning Design versus Instructional Design: A Bibliometric Study through Data Visualization Approaches

The terms instructional design and learning design have been widely used to describe a discipline concerned with improving the process of teaching and learning. However, though both terms are interchangeably used and share a common vision, both terms are used to encompass different aspects of the learning and teaching. In order to better understand the evolution, map intersections and differences of these terms, and identify emerging themes, using text mining and social network analysis approaches, a triangulated bibliometric study was carried out to analyze a total of 514 publications (326 for instructional design and 157 for learning design) indexed in the Scopus database using text mining and social network analysis. Our first round of analysis revealed four broad themes for instructional design: Theory-driven approaches; technology-informed designs; instructional design for higher education; and assessment and evaluation. A second round of analysis for learning design identified four major themes: Design thinking and user experience-driven approaches; online learning informed designs and online environments; analytical approaches for assessment and evaluation; and engagement-based learning design. The study concludes that while instructional design is about developing, assessing, and evaluating instruction, learning design is more about learner engagement and experience, which can be assessed and enhanced by analytical and technological approaches.

[1]  Aras Bozkurt,et al.  Down the rabbit hole: Revisiting etymology, epistemology, history and practice of instructional and learning design , 2022, eLearn Mag..

[2]  M. Bower,et al.  Text Mining in Education—A Bibliometrics-Based Systematic Review , 2022, Education Sciences.

[3]  Aras Bozkurt A Retro Perspective on Blended/Hybrid Learning: Systematic Review, Mapping and Visualization of the Scholarly Landscape , 2022, Journal of Interactive Media in Education.

[4]  Diana Marín-Suelves,et al.  Mapping of Scientific Production on Blended Learning in Higher Education , 2021, Education Sciences.

[5]  S. Oyelere,et al.  Application of Virtual Reality in Computer Science Education: A Systemic Review Based on Bibliometric and Content Analysis Methods , 2021 .

[6]  Aras Bozkurt,et al.  Trends and Patterns in Distance Education (2014–2019): A Synthesis of Scholarly Publications and a Visualization of the Intellectual Landscape , 2021, The International Review of Research in Open and Distributed Learning.

[7]  Shilpa Sahay,et al.  Instructional Design Evaluation , 2021 .

[8]  K. Chartier Investigating Instructional Design Expertise: A 25‐Year Review of Literature , 2020 .

[9]  Jill E. Stefaniak,et al.  An Examination of the Systemic Reach of Instructional Design Models: a Systematic Review , 2020, TechTrends.

[10]  P. Kirschner,et al.  Learning Design: European Approaches , 2020 .

[11]  Peggy A. Ertmer,et al.  The crucial role of theoretical scholarship for learning design and technology , 2020, Educational Technology Research and Development.

[12]  Y. Chang,et al.  Learning Experience Design: Challenges for Novice Designers , 2020 .

[13]  Ellen J. Wagner,et al.  The Rise of Learning Engineering , 2018, eLearn Mag..

[14]  G. Veletsianos,et al.  Public Internet Data Mining Methods in Instructional Design, Educational Technology, and Online Learning Research , 2018, TechTrends.

[15]  Albert D. Ritzhaupt,et al.  Knowledge and Skills Needed by Instructional Designers in Higher Education , 2015 .

[16]  Barbara Wasson,et al.  Editorial: Learning design, teacher inquiry into student learning and learning analytics: A call for action , 2015, Br. J. Educ. Technol..

[17]  Shane Dawson,et al.  Informing Pedagogical Action , 2013 .

[18]  Brock Craft,et al.  Learning Design: Reflections upon the Current Landscape , 2012 .

[19]  Jui-long Hung,et al.  Trends of e-learning research from 2000 to 2008: Use of text mining and bibliometrics , 2012, Br. J. Educ. Technol..

[20]  P. Cronin,et al.  Undertaking a literature review: a step-by-step approach. , 2008, British journal of nursing.

[21]  R. Foster,et al.  Addressing Epistemologic and Practical Issues in Multimethod Research: A Procedure for Conceptual Triangulation , 1997, ANS. Advances in nursing science.

[22]  R. Baumeister,et al.  Writing Narrative Literature Reviews , 1997, Review of General Psychology.