Business research on Industry 4.0: a systematic review using topic modelling approach
Abstract The number of theoretical and empirical literature on Industry 4.0 research has seen tremendous growth over the past few years. We seek to identify and classify the popular research topics published on Industry 4.0 in business and economics literature using a novel approach. First, we perfo...
Saved in:
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
SpringerOpen
2024-11-01
|
| Series: | Future Business Journal |
| Subjects: | |
| Online Access: | https://doi.org/10.1186/s43093-024-00398-2 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1850132771454844928 |
|---|---|
| author | Md Nazrul Islam Md Mofazzal Hossain Md Shafayet Shahed Ornob |
| author_facet | Md Nazrul Islam Md Mofazzal Hossain Md Shafayet Shahed Ornob |
| author_sort | Md Nazrul Islam |
| collection | DOAJ |
| description | Abstract The number of theoretical and empirical literature on Industry 4.0 research has seen tremendous growth over the past few years. We seek to identify and classify the popular research topics published on Industry 4.0 in business and economics literature using a novel approach. First, we performed a co-occurrence analysis and found Industry 4.0 to have the strongest connection with innovation, implying the indispensability of innovation for the fourth industrial revolution. Further, we employed LDA-based topic modelling to identify the most frequent terms and labelled eight different topics based on the quantitative value of each term. Finally, we reviewed the relevant literature for each topic identified through the topic modelling process. Our literature review reveals that the concentration of existing literature is model-focussed. This study provides quantitative evidence of frequent occurrences of popular terms. We conclude that future studies should focus more on empirical measurement of the benefits of transiting towards the fourth industrial revolution. |
| format | Article |
| id | doaj-art-96bfe7c24bce4419a8bc73181513e561 |
| institution | OA Journals |
| issn | 2314-7202 2314-7210 |
| language | English |
| publishDate | 2024-11-01 |
| publisher | SpringerOpen |
| record_format | Article |
| series | Future Business Journal |
| spelling | doaj-art-96bfe7c24bce4419a8bc73181513e5612025-08-20T02:32:08ZengSpringerOpenFuture Business Journal2314-72022314-72102024-11-0110111510.1186/s43093-024-00398-2Business research on Industry 4.0: a systematic review using topic modelling approachMd Nazrul Islam0Md Mofazzal Hossain1Md Shafayet Shahed Ornob2Department of Business Administration, Shahjalal University of Science and TechnologyDepartment of Business Administration, Shahjalal University of Science and TechnologyDepartment of Business Administration, Shahjalal University of Science and TechnologyAbstract The number of theoretical and empirical literature on Industry 4.0 research has seen tremendous growth over the past few years. We seek to identify and classify the popular research topics published on Industry 4.0 in business and economics literature using a novel approach. First, we performed a co-occurrence analysis and found Industry 4.0 to have the strongest connection with innovation, implying the indispensability of innovation for the fourth industrial revolution. Further, we employed LDA-based topic modelling to identify the most frequent terms and labelled eight different topics based on the quantitative value of each term. Finally, we reviewed the relevant literature for each topic identified through the topic modelling process. Our literature review reveals that the concentration of existing literature is model-focussed. This study provides quantitative evidence of frequent occurrences of popular terms. We conclude that future studies should focus more on empirical measurement of the benefits of transiting towards the fourth industrial revolution.https://doi.org/10.1186/s43093-024-00398-2Industry 4.0Fourth industrial revolutionTopic modellingSystematic literature reviewBibliometric analysis |
| spellingShingle | Md Nazrul Islam Md Mofazzal Hossain Md Shafayet Shahed Ornob Business research on Industry 4.0: a systematic review using topic modelling approach Future Business Journal Industry 4.0 Fourth industrial revolution Topic modelling Systematic literature review Bibliometric analysis |
| title | Business research on Industry 4.0: a systematic review using topic modelling approach |
| title_full | Business research on Industry 4.0: a systematic review using topic modelling approach |
| title_fullStr | Business research on Industry 4.0: a systematic review using topic modelling approach |
| title_full_unstemmed | Business research on Industry 4.0: a systematic review using topic modelling approach |
| title_short | Business research on Industry 4.0: a systematic review using topic modelling approach |
| title_sort | business research on industry 4 0 a systematic review using topic modelling approach |
| topic | Industry 4.0 Fourth industrial revolution Topic modelling Systematic literature review Bibliometric analysis |
| url | https://doi.org/10.1186/s43093-024-00398-2 |
| work_keys_str_mv | AT mdnazrulislam businessresearchonindustry40asystematicreviewusingtopicmodellingapproach AT mdmofazzalhossain businessresearchonindustry40asystematicreviewusingtopicmodellingapproach AT mdshafayetshahedornob businessresearchonindustry40asystematicreviewusingtopicmodellingapproach |