Evolution of Organizational Learning Research over 35 Years: A Comprehensive Review using Dynamic Topic Modeling and Network Analysis

This study aims to examine the intellectual structure and development of the organizational learning field between 1990 and 2024. An analysis was performed on the titles and abstracts of 18,735 articles obtained from the Scopus database using dynamic topic modeling (DTM) and network analysis methods. DTM explores the organization and chronological development of topics, while network analysis examines the relationships between topics and their changes over time. The findings of the study show that knowledge management, innovation and strategic learning are prominent in the organizational learning literature. In addition, it was determined that since 2005, learning and technology issues have gained importance and this field has become a central focus of interest. The findings of the study help organizations prioritize critical areas in today's organizational learning approaches, facilitating faster adaptation and innovation. However, as the study is based solely on the Scopus database, it may have geographical and linguistic limitations. The findings need to be validated in different datasets.

Authors

Publication Details

Journal
International Technology and Education Journal
Published
2024-12-30
DOI
https://doi.org/10.71410/esapub.itej.2024.5
Primary Topic
Computational and Text Analysis Methods
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Evolution of Organizational Learning Research over 35 Years: A Comprehensive Review using Dynamic Topic Modeling and Network Analysis

Hüseyin Özçınar
International Technology and Education Journal
Computational and Text Analysis Methods
article

Evolution of Organizational Learning Research over 35 Years: A Comprehensive Review using Dynamic Topic Modeling and Network Analysis

Hüseyin Özçınar
article en

Abstract

This study aims to examine the intellectual structure and development of the organizational learning field between 1990 and 2024. An analysis was performed on the titles and abstracts of 18,735 articles obtained from the Scopus database using dynamic topic modeling (DTM) and network analysis methods. DTM explores the organization and chronological development of topics, while network analysis examines the relationships between topics and their changes over time. The findings of the study show that knowledge management, innovation and strategic learning are prominent in the organizational learning literature. In addition, it was determined that since 2005, learning and technology issues have gained importance and this field has become a central focus of interest. The findings of the study help organizations prioritize critical areas in today's organizational learning approaches, facilitating faster adaptation and innovation. However, as the study is based solely on the Scopus database, it may have geographical and linguistic limitations. The findings need to be validated in different datasets.

International Technology and Education Journal
Industry, innovation and infrastructure
Openalex Percentile: Top 16%
Computational and Text Analysis Methods
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.