Tracing The Digital Transformation: A Bibliometric Investigation Of Artificial Intelligence Adoption In Higher Education Article Swipe
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.62201/abaj.v4i02.217
This study aimed to track the digital transformation journey through the lens of AI adoption in higher education from 2010 to 2025. Using a data-based bibliometric method from Scopus, this study identified the dominant theories used in AI adoption intention studies and conceptual structures. The literature selection process was carried out systematically using the PRISMA method to ensure transparency and accuracy in document selection. Data analysis used bibliometric techniques to analyse the research landscape quantitatively and was conducted using VosViewer Software. The analysis results show that research on AI adoption intention has experienced an annual growth of 34.15%, with most publications using the Technology Acceptance Model (TAM) and the Theory of Planned Behavior (TPB) approaches. Network visualisation revealed fragmentation in this research, where several clusters of theories develop separately without strong integration. Overlay visualisation showed a shift from technology acceptance model-based studies to exploration of ethical impacts, algorithm transparency, and AI regulation in higher education. Density visualisation confirmed that although technical factors have been widely studied, AI's social and policy aspects are still underexplored. This research provides a more comprehensive conceptual mapping and identifies research gaps that future studies can fill.
Related Topics
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.62201/abaj.v4i02.217
- https://journal.ebizmark.id/index.php/abaj/article/download/217/181
- OA Status
- diamond
- References
- 36
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4410755234
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4410755234Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.62201/abaj.v4i02.217Digital Object Identifier
- Title
-
Tracing The Digital Transformation: A Bibliometric Investigation Of Artificial Intelligence Adoption In Higher EducationWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2025Year of publication
- Publication date
-
2025-05-26Full publication date if available
- Authors
-
Teguh Wicaksono, Rizka Zulfikar, Purboyo Purboyo, Farida Yulianti, Lamsah LamsahList of authors in order
- Landing page
-
https://doi.org/10.62201/abaj.v4i02.217Publisher landing page
- PDF URL
-
https://journal.ebizmark.id/index.php/abaj/article/download/217/181Direct link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
diamondOpen access status per OpenAlex
- OA URL
-
https://journal.ebizmark.id/index.php/abaj/article/download/217/181Direct OA link when available
- Concepts
-
Tracing, Digital transformation, Transformation (genetics), Computer science, Artificial intelligence, Data science, World Wide Web, Chemistry, Biochemistry, Gene, Operating systemTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
0Total citation count in OpenAlex
- References (count)
-
36Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W4410755234 |
|---|---|
| doi | https://doi.org/10.62201/abaj.v4i02.217 |
| ids.doi | https://doi.org/10.62201/abaj.v4i02.217 |
| ids.openalex | https://openalex.org/W4410755234 |
| fwci | 0.0 |
| type | article |
| title | Tracing The Digital Transformation: A Bibliometric Investigation Of Artificial Intelligence Adoption In Higher Education |
| biblio.issue | 2 |
| biblio.volume | 4 |
| biblio.last_page | 110 |
| biblio.first_page | 93 |
| topics[0].id | https://openalex.org/T12408 |
| topics[0].field.id | https://openalex.org/fields/17 |
| topics[0].field.display_name | Computer Science |
| topics[0].score | 0.8978000283241272 |
| topics[0].domain.id | https://openalex.org/domains/3 |
| topics[0].domain.display_name | Physical Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/1710 |
| topics[0].subfield.display_name | Information Systems |
| topics[0].display_name | Educational Innovations and Challenges |
| topics[1].id | https://openalex.org/T13482 |
| topics[1].field.id | https://openalex.org/fields/17 |
| topics[1].field.display_name | Computer Science |
| topics[1].score | 0.8881999850273132 |
| topics[1].domain.id | https://openalex.org/domains/3 |
| topics[1].domain.display_name | Physical Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/1710 |
| topics[1].subfield.display_name | Information Systems |
| topics[1].display_name | Engineering Education and Technology |
| topics[2].id | https://openalex.org/T11122 |
| topics[2].field.id | https://openalex.org/fields/17 |
| topics[2].field.display_name | Computer Science |
| topics[2].score | 0.8615000247955322 |
| topics[2].domain.id | https://openalex.org/domains/3 |
| topics[2].domain.display_name | Physical Sciences |
| topics[2].subfield.id | https://openalex.org/subfields/1706 |
| topics[2].subfield.display_name | Computer Science Applications |
| topics[2].display_name | Online Learning and Analytics |
| is_xpac | False |
| apc_list | |
| apc_paid | |
| concepts[0].id | https://openalex.org/C138673069 |
| concepts[0].level | 2 |
| concepts[0].score | 0.7400938272476196 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q322229 |
| concepts[0].display_name | Tracing |
| concepts[1].id | https://openalex.org/C126082660 |
| concepts[1].level | 2 |
| concepts[1].score | 0.6381795406341553 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q4252370 |
| concepts[1].display_name | Digital transformation |
| concepts[2].id | https://openalex.org/C204241405 |
| concepts[2].level | 3 |
| concepts[2].score | 0.6334753632545471 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q461499 |
| concepts[2].display_name | Transformation (genetics) |
| concepts[3].id | https://openalex.org/C41008148 |
| concepts[3].level | 0 |
| concepts[3].score | 0.5248399376869202 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q21198 |
| concepts[3].display_name | Computer science |
| concepts[4].id | https://openalex.org/C154945302 |
| concepts[4].level | 1 |
| concepts[4].score | 0.4069821238517761 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q11660 |
| concepts[4].display_name | Artificial intelligence |
| concepts[5].id | https://openalex.org/C2522767166 |
| concepts[5].level | 1 |
| concepts[5].score | 0.40276944637298584 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q2374463 |
| concepts[5].display_name | Data science |
| concepts[6].id | https://openalex.org/C136764020 |
| concepts[6].level | 1 |
| concepts[6].score | 0.14857178926467896 |
| concepts[6].wikidata | https://www.wikidata.org/wiki/Q466 |
| concepts[6].display_name | World Wide Web |
| concepts[7].id | https://openalex.org/C185592680 |
| concepts[7].level | 0 |
| concepts[7].score | 0.1131320595741272 |
| concepts[7].wikidata | https://www.wikidata.org/wiki/Q2329 |
| concepts[7].display_name | Chemistry |
| concepts[8].id | https://openalex.org/C55493867 |
| concepts[8].level | 1 |
| concepts[8].score | 0.0 |
| concepts[8].wikidata | https://www.wikidata.org/wiki/Q7094 |
| concepts[8].display_name | Biochemistry |
| concepts[9].id | https://openalex.org/C104317684 |
| concepts[9].level | 2 |
| concepts[9].score | 0.0 |
| concepts[9].wikidata | https://www.wikidata.org/wiki/Q7187 |
| concepts[9].display_name | Gene |
| concepts[10].id | https://openalex.org/C111919701 |
| concepts[10].level | 1 |
| concepts[10].score | 0.0 |
| concepts[10].wikidata | https://www.wikidata.org/wiki/Q9135 |
| concepts[10].display_name | Operating system |
| keywords[0].id | https://openalex.org/keywords/tracing |
| keywords[0].score | 0.7400938272476196 |
| keywords[0].display_name | Tracing |
| keywords[1].id | https://openalex.org/keywords/digital-transformation |
| keywords[1].score | 0.6381795406341553 |
| keywords[1].display_name | Digital transformation |
| keywords[2].id | https://openalex.org/keywords/transformation |
| keywords[2].score | 0.6334753632545471 |
| keywords[2].display_name | Transformation (genetics) |
| keywords[3].id | https://openalex.org/keywords/computer-science |
| keywords[3].score | 0.5248399376869202 |
| keywords[3].display_name | Computer science |
| keywords[4].id | https://openalex.org/keywords/artificial-intelligence |
| keywords[4].score | 0.4069821238517761 |
| keywords[4].display_name | Artificial intelligence |
| keywords[5].id | https://openalex.org/keywords/data-science |
| keywords[5].score | 0.40276944637298584 |
| keywords[5].display_name | Data science |
| keywords[6].id | https://openalex.org/keywords/world-wide-web |
| keywords[6].score | 0.14857178926467896 |
| keywords[6].display_name | World Wide Web |
| keywords[7].id | https://openalex.org/keywords/chemistry |
| keywords[7].score | 0.1131320595741272 |
| keywords[7].display_name | Chemistry |
| language | en |
| locations[0].id | doi:10.62201/abaj.v4i02.217 |
| locations[0].is_oa | True |
| locations[0].source.id | https://openalex.org/S5407034753 |
| locations[0].source.issn | 2828-0040 |
| locations[0].source.type | journal |
| locations[0].source.is_oa | True |
| locations[0].source.issn_l | 2828-0040 |
| locations[0].source.is_core | False |
| locations[0].source.is_in_doaj | False |
| locations[0].source.display_name | Applied Business and Administration Journal |
| locations[0].source.host_organization | |
| locations[0].source.host_organization_name | |
| locations[0].source.host_organization_lineage | |
| locations[0].license | cc-by-nc |
| locations[0].pdf_url | https://journal.ebizmark.id/index.php/abaj/article/download/217/181 |
| locations[0].version | publishedVersion |
| locations[0].raw_type | journal-article |
| locations[0].license_id | https://openalex.org/licenses/cc-by-nc |
| locations[0].is_accepted | True |
| locations[0].is_published | True |
| locations[0].raw_source_name | Applied Business and Administration Journal |
| locations[0].landing_page_url | https://doi.org/10.62201/abaj.v4i02.217 |
| indexed_in | crossref |
| authorships[0].author.id | https://openalex.org/A5071405997 |
| authorships[0].author.orcid | https://orcid.org/0000-0003-1255-5524 |
| authorships[0].author.display_name | Teguh Wicaksono |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Teguh Wicaksono |
| authorships[0].is_corresponding | False |
| authorships[1].author.id | https://openalex.org/A5035661311 |
| authorships[1].author.orcid | https://orcid.org/0000-0002-9257-6781 |
| authorships[1].author.display_name | Rizka Zulfikar |
| authorships[1].author_position | middle |
| authorships[1].raw_author_name | Rizka Zulfikar |
| authorships[1].is_corresponding | False |
| authorships[2].author.id | https://openalex.org/A5064482162 |
| authorships[2].author.orcid | https://orcid.org/0000-0001-9322-4772 |
| authorships[2].author.display_name | Purboyo Purboyo |
| authorships[2].author_position | middle |
| authorships[2].raw_author_name | Purboyo Purboyo |
| authorships[2].is_corresponding | False |
| authorships[3].author.id | https://openalex.org/A5008022894 |
| authorships[3].author.orcid | https://orcid.org/0000-0003-3708-2452 |
| authorships[3].author.display_name | Farida Yulianti |
| authorships[3].author_position | middle |
| authorships[3].raw_author_name | Farida Yulianti |
| authorships[3].is_corresponding | False |
| authorships[4].author.id | https://openalex.org/A5066287204 |
| authorships[4].author.orcid | |
| authorships[4].author.display_name | Lamsah Lamsah |
| authorships[4].author_position | last |
| authorships[4].raw_author_name | Lamsah Lamsah |
| authorships[4].is_corresponding | False |
| has_content.pdf | True |
| has_content.grobid_xml | True |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://journal.ebizmark.id/index.php/abaj/article/download/217/181 |
| open_access.oa_status | diamond |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-10T00:00:00 |
| display_name | Tracing The Digital Transformation: A Bibliometric Investigation Of Artificial Intelligence Adoption In Higher Education |
| has_fulltext | True |
| is_retracted | False |
| updated_date | 2025-11-06T03:46:38.306776 |
| primary_topic.id | https://openalex.org/T12408 |
| primary_topic.field.id | https://openalex.org/fields/17 |
| primary_topic.field.display_name | Computer Science |
| primary_topic.score | 0.8978000283241272 |
| primary_topic.domain.id | https://openalex.org/domains/3 |
| primary_topic.domain.display_name | Physical Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/1710 |
| primary_topic.subfield.display_name | Information Systems |
| primary_topic.display_name | Educational Innovations and Challenges |
| related_works | https://openalex.org/W2888673113, https://openalex.org/W2056065966, https://openalex.org/W2352602608, https://openalex.org/W2062641654, https://openalex.org/W2212288070, https://openalex.org/W3149975758, https://openalex.org/W1517786189, https://openalex.org/W3113483414, https://openalex.org/W3128162709, https://openalex.org/W3022432941 |
| cited_by_count | 0 |
| locations_count | 1 |
| best_oa_location.id | doi:10.62201/abaj.v4i02.217 |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S5407034753 |
| best_oa_location.source.issn | 2828-0040 |
| best_oa_location.source.type | journal |
| best_oa_location.source.is_oa | True |
| best_oa_location.source.issn_l | 2828-0040 |
| best_oa_location.source.is_core | False |
| best_oa_location.source.is_in_doaj | False |
| best_oa_location.source.display_name | Applied Business and Administration Journal |
| best_oa_location.source.host_organization | |
| best_oa_location.source.host_organization_name | |
| best_oa_location.source.host_organization_lineage | |
| best_oa_location.license | cc-by-nc |
| best_oa_location.pdf_url | https://journal.ebizmark.id/index.php/abaj/article/download/217/181 |
| best_oa_location.version | publishedVersion |
| best_oa_location.raw_type | journal-article |
| best_oa_location.license_id | https://openalex.org/licenses/cc-by-nc |
| best_oa_location.is_accepted | True |
| best_oa_location.is_published | True |
| best_oa_location.raw_source_name | Applied Business and Administration Journal |
| best_oa_location.landing_page_url | https://doi.org/10.62201/abaj.v4i02.217 |
| primary_location.id | doi:10.62201/abaj.v4i02.217 |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S5407034753 |
| primary_location.source.issn | 2828-0040 |
| primary_location.source.type | journal |
| primary_location.source.is_oa | True |
| primary_location.source.issn_l | 2828-0040 |
| primary_location.source.is_core | False |
| primary_location.source.is_in_doaj | False |
| primary_location.source.display_name | Applied Business and Administration Journal |
| primary_location.source.host_organization | |
| primary_location.source.host_organization_name | |
| primary_location.source.host_organization_lineage | |
| primary_location.license | cc-by-nc |
| primary_location.pdf_url | https://journal.ebizmark.id/index.php/abaj/article/download/217/181 |
| primary_location.version | publishedVersion |
| primary_location.raw_type | journal-article |
| primary_location.license_id | https://openalex.org/licenses/cc-by-nc |
| primary_location.is_accepted | True |
| primary_location.is_published | True |
| primary_location.raw_source_name | Applied Business and Administration Journal |
| primary_location.landing_page_url | https://doi.org/10.62201/abaj.v4i02.217 |
| publication_date | 2025-05-26 |
| publication_year | 2025 |
| referenced_works | https://openalex.org/W4391225535, https://openalex.org/W4395485033, https://openalex.org/W4403000207, https://openalex.org/W4386634193, https://openalex.org/W4383820637, https://openalex.org/W4406058431, https://openalex.org/W4400408740, https://openalex.org/W4384464487, https://openalex.org/W2939970150, https://openalex.org/W4392023746, https://openalex.org/W4386285839, https://openalex.org/W4362669773, https://openalex.org/W4392816828, https://openalex.org/W4392163660, https://openalex.org/W4399765305, https://openalex.org/W4401798700, https://openalex.org/W4318196236, https://openalex.org/W4390459706, https://openalex.org/W4310376527, https://openalex.org/W4392196106, https://openalex.org/W4404386859, https://openalex.org/W4220953718, https://openalex.org/W3126226315, https://openalex.org/W4389096776, https://openalex.org/W3211426738, https://openalex.org/W4388476607, https://openalex.org/W4390951664, https://openalex.org/W4318481154, https://openalex.org/W4307871426, https://openalex.org/W4390880618, https://openalex.org/W4391609188, https://openalex.org/W4283379764, https://openalex.org/W3091385660, https://openalex.org/W4403433770, https://openalex.org/W2981863007, https://openalex.org/W4403518755 |
| referenced_works_count | 36 |
| abstract_inverted_index.a | 23, 135, 177 |
| abstract_inverted_index.AI | 13, 37, 88, 150 |
| abstract_inverted_index.an | 93 |
| abstract_inverted_index.in | 15, 36, 61, 119, 152 |
| abstract_inverted_index.of | 12, 96, 110, 125, 144 |
| abstract_inverted_index.on | 87 |
| abstract_inverted_index.to | 3, 20, 56, 69, 142 |
| abstract_inverted_index.The | 44, 81 |
| abstract_inverted_index.and | 41, 59, 75, 107, 149, 168, 182 |
| abstract_inverted_index.are | 171 |
| abstract_inverted_index.can | 189 |
| abstract_inverted_index.has | 91 |
| abstract_inverted_index.out | 50 |
| abstract_inverted_index.the | 5, 10, 32, 53, 71, 102, 108 |
| abstract_inverted_index.was | 48, 76 |
| abstract_inverted_index.2010 | 19 |
| abstract_inverted_index.AI's | 166 |
| abstract_inverted_index.Data | 64 |
| abstract_inverted_index.This | 0, 174 |
| abstract_inverted_index.been | 163 |
| abstract_inverted_index.from | 18, 27, 137 |
| abstract_inverted_index.gaps | 185 |
| abstract_inverted_index.have | 162 |
| abstract_inverted_index.lens | 11 |
| abstract_inverted_index.more | 178 |
| abstract_inverted_index.most | 99 |
| abstract_inverted_index.show | 84 |
| abstract_inverted_index.that | 85, 158, 186 |
| abstract_inverted_index.this | 29, 120 |
| abstract_inverted_index.used | 35, 66 |
| abstract_inverted_index.with | 98 |
| abstract_inverted_index.(TAM) | 106 |
| abstract_inverted_index.(TPB) | 113 |
| abstract_inverted_index.2025. | 21 |
| abstract_inverted_index.Model | 105 |
| abstract_inverted_index.Using | 22 |
| abstract_inverted_index.aimed | 2 |
| abstract_inverted_index.fill. | 190 |
| abstract_inverted_index.shift | 136 |
| abstract_inverted_index.still | 172 |
| abstract_inverted_index.study | 1, 30 |
| abstract_inverted_index.track | 4 |
| abstract_inverted_index.using | 52, 78, 101 |
| abstract_inverted_index.where | 122 |
| abstract_inverted_index.PRISMA | 54 |
| abstract_inverted_index.Theory | 109 |
| abstract_inverted_index.annual | 94 |
| abstract_inverted_index.ensure | 57 |
| abstract_inverted_index.future | 187 |
| abstract_inverted_index.growth | 95 |
| abstract_inverted_index.higher | 16, 153 |
| abstract_inverted_index.method | 26, 55 |
| abstract_inverted_index.policy | 169 |
| abstract_inverted_index.showed | 134 |
| abstract_inverted_index.social | 167 |
| abstract_inverted_index.strong | 130 |
| abstract_inverted_index.widely | 164 |
| abstract_inverted_index.34.15%, | 97 |
| abstract_inverted_index.Density | 155 |
| abstract_inverted_index.Network | 115 |
| abstract_inverted_index.Overlay | 132 |
| abstract_inverted_index.Planned | 111 |
| abstract_inverted_index.Scopus, | 28 |
| abstract_inverted_index.analyse | 70 |
| abstract_inverted_index.aspects | 170 |
| abstract_inverted_index.carried | 49 |
| abstract_inverted_index.develop | 127 |
| abstract_inverted_index.digital | 6 |
| abstract_inverted_index.ethical | 145 |
| abstract_inverted_index.factors | 161 |
| abstract_inverted_index.journey | 8 |
| abstract_inverted_index.mapping | 181 |
| abstract_inverted_index.process | 47 |
| abstract_inverted_index.results | 83 |
| abstract_inverted_index.several | 123 |
| abstract_inverted_index.studies | 40, 141, 188 |
| abstract_inverted_index.through | 9 |
| abstract_inverted_index.without | 129 |
| abstract_inverted_index.Behavior | 112 |
| abstract_inverted_index.accuracy | 60 |
| abstract_inverted_index.adoption | 14, 38, 89 |
| abstract_inverted_index.although | 159 |
| abstract_inverted_index.analysis | 65, 82 |
| abstract_inverted_index.clusters | 124 |
| abstract_inverted_index.document | 62 |
| abstract_inverted_index.dominant | 33 |
| abstract_inverted_index.impacts, | 146 |
| abstract_inverted_index.provides | 176 |
| abstract_inverted_index.research | 72, 86, 175, 184 |
| abstract_inverted_index.revealed | 117 |
| abstract_inverted_index.studied, | 165 |
| abstract_inverted_index.theories | 34, 126 |
| abstract_inverted_index.Software. | 80 |
| abstract_inverted_index.VosViewer | 79 |
| abstract_inverted_index.algorithm | 147 |
| abstract_inverted_index.conducted | 77 |
| abstract_inverted_index.confirmed | 157 |
| abstract_inverted_index.education | 17 |
| abstract_inverted_index.intention | 39, 90 |
| abstract_inverted_index.landscape | 73 |
| abstract_inverted_index.research, | 121 |
| abstract_inverted_index.selection | 46 |
| abstract_inverted_index.technical | 160 |
| abstract_inverted_index.Acceptance | 104 |
| abstract_inverted_index.Technology | 103 |
| abstract_inverted_index.acceptance | 139 |
| abstract_inverted_index.conceptual | 42, 180 |
| abstract_inverted_index.data-based | 24 |
| abstract_inverted_index.education. | 154 |
| abstract_inverted_index.identified | 31 |
| abstract_inverted_index.identifies | 183 |
| abstract_inverted_index.literature | 45 |
| abstract_inverted_index.regulation | 151 |
| abstract_inverted_index.selection. | 63 |
| abstract_inverted_index.separately | 128 |
| abstract_inverted_index.techniques | 68 |
| abstract_inverted_index.technology | 138 |
| abstract_inverted_index.approaches. | 114 |
| abstract_inverted_index.experienced | 92 |
| abstract_inverted_index.exploration | 143 |
| abstract_inverted_index.model-based | 140 |
| abstract_inverted_index.structures. | 43 |
| abstract_inverted_index.bibliometric | 25, 67 |
| abstract_inverted_index.integration. | 131 |
| abstract_inverted_index.publications | 100 |
| abstract_inverted_index.transparency | 58 |
| abstract_inverted_index.comprehensive | 179 |
| abstract_inverted_index.fragmentation | 118 |
| abstract_inverted_index.transparency, | 148 |
| abstract_inverted_index.visualisation | 116, 133, 156 |
| abstract_inverted_index.quantitatively | 74 |
| abstract_inverted_index.systematically | 51 |
| abstract_inverted_index.transformation | 7 |
| abstract_inverted_index.underexplored. | 173 |
| cited_by_percentile_year | |
| countries_distinct_count | 0 |
| institutions_distinct_count | 5 |
| citation_normalized_percentile.value | 0.2518593 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | True |