Collaboration Patterns in Recent STEM Education Research: A Bibliometric Perspective Article Swipe
S. Syamsidar
,
Trinugi Wira Harjanti
,
R Rugaiyah
,
Betty Yulia Wulansari
,
Ardhana Januar Mahardhani
,
Hasrat A Aimang
,
Robbi Rahim
·
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.14419/grfje289
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.14419/grfje289
This study conducts a bibliometric analysis of STEM education research (Science, Technology, Engineering, and Mathematics) education research from 2019 to 2023, using SCOPUS data to explore global research trends and collaboration patterns. Recognizing the critical role of interdisciplinary approaches in enhancing STEM education, our analysis utilizes advanced tools such as Biblioshiny and VOSviewer for data visualization and analysis. We identified 4,184 documents, revealing a significant annual growth rate in publications and a diverse array of sources contributing to the field. Our findings highlight a notable concentration of research output from Asian countries, with specific authors leading in productivity. Institutional analysis uncovers key contributors like the University of California and showcases the global scope of research activities. The study reveals a complex web of domestic and international collaborations, with the United States standing out for its high number of single country publications, while countries like Indonesia and China demonstrate a stronger inclination towards international collaborations. These collaboration patterns suggest strategic differences between countries in advancing STEM education research. Our research underscores the importance of global partnerships to foster innovation and drive the STEM education agenda. The findings offer insights into the evolving landscape of STEM education research, emphasizing the need for further exploration of collaboration impacts and strategies to enhance global research integration.
Related Topics
Concepts
Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.14419/grfje289
- OA Status
- diamond
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4413238909
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4413238909Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.14419/grfje289Digital Object Identifier
- Title
-
Collaboration Patterns in Recent STEM Education Research: A Bibliometric PerspectiveWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2025Year of publication
- Publication date
-
2025-08-09Full publication date if available
- Authors
-
S. Syamsidar, Trinugi Wira Harjanti, R Rugaiyah, Betty Yulia Wulansari, Ardhana Januar Mahardhani, Hasrat A Aimang, Robbi RahimList of authors in order
- Landing page
-
https://doi.org/10.14419/grfje289Publisher landing page
- Open access
-
YesWhether a free full text is available
- OA status
-
diamondOpen access status per OpenAlex
- OA URL
-
https://doi.org/10.14419/grfje289Direct OA link when available
- Concepts
-
Scope (computer science), Scopus, China, Productivity, Perspective (graphical), Web of science, Bibliometrics, Political science, Regional science, Sociology, Library science, Economic growth, Computer science, MEDLINE, Law, Economics, Programming language, Artificial intelligenceTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
0Total citation count in OpenAlex
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W4413238909 |
|---|---|
| doi | https://doi.org/10.14419/grfje289 |
| ids.doi | https://doi.org/10.14419/grfje289 |
| ids.openalex | https://openalex.org/W4413238909 |
| fwci | 0.0 |
| type | article |
| title | Collaboration Patterns in Recent STEM Education Research: A Bibliometric Perspective |
| biblio.issue | 4 |
| biblio.volume | 14 |
| biblio.last_page | 255 |
| biblio.first_page | 250 |
| topics[0].id | https://openalex.org/T11122 |
| topics[0].field.id | https://openalex.org/fields/17 |
| topics[0].field.display_name | Computer Science |
| topics[0].score | 0.9175000190734863 |
| topics[0].domain.id | https://openalex.org/domains/3 |
| topics[0].domain.display_name | Physical Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/1706 |
| topics[0].subfield.display_name | Computer Science Applications |
| topics[0].display_name | Online Learning and Analytics |
| is_xpac | False |
| apc_list | |
| apc_paid | |
| concepts[0].id | https://openalex.org/C2778012447 |
| concepts[0].level | 2 |
| concepts[0].score | 0.6863406896591187 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q1034415 |
| concepts[0].display_name | Scope (computer science) |
| concepts[1].id | https://openalex.org/C83867959 |
| concepts[1].level | 3 |
| concepts[1].score | 0.6520124673843384 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q371467 |
| concepts[1].display_name | Scopus |
| concepts[2].id | https://openalex.org/C191935318 |
| concepts[2].level | 2 |
| concepts[2].score | 0.6504122018814087 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q148 |
| concepts[2].display_name | China |
| concepts[3].id | https://openalex.org/C204983608 |
| concepts[3].level | 2 |
| concepts[3].score | 0.5580068826675415 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q2111958 |
| concepts[3].display_name | Productivity |
| concepts[4].id | https://openalex.org/C12713177 |
| concepts[4].level | 2 |
| concepts[4].score | 0.4509361684322357 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q1900281 |
| concepts[4].display_name | Perspective (graphical) |
| concepts[5].id | https://openalex.org/C3020774429 |
| concepts[5].level | 3 |
| concepts[5].score | 0.42811036109924316 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q1201886 |
| concepts[5].display_name | Web of science |
| concepts[6].id | https://openalex.org/C178315738 |
| concepts[6].level | 2 |
| concepts[6].score | 0.41574621200561523 |
| concepts[6].wikidata | https://www.wikidata.org/wiki/Q603441 |
| concepts[6].display_name | Bibliometrics |
| concepts[7].id | https://openalex.org/C17744445 |
| concepts[7].level | 0 |
| concepts[7].score | 0.3927759826183319 |
| concepts[7].wikidata | https://www.wikidata.org/wiki/Q36442 |
| concepts[7].display_name | Political science |
| concepts[8].id | https://openalex.org/C148383697 |
| concepts[8].level | 1 |
| concepts[8].score | 0.3381063640117645 |
| concepts[8].wikidata | https://www.wikidata.org/wiki/Q1781695 |
| concepts[8].display_name | Regional science |
| concepts[9].id | https://openalex.org/C144024400 |
| concepts[9].level | 0 |
| concepts[9].score | 0.27948445081710815 |
| concepts[9].wikidata | https://www.wikidata.org/wiki/Q21201 |
| concepts[9].display_name | Sociology |
| concepts[10].id | https://openalex.org/C161191863 |
| concepts[10].level | 1 |
| concepts[10].score | 0.26613110303878784 |
| concepts[10].wikidata | https://www.wikidata.org/wiki/Q199655 |
| concepts[10].display_name | Library science |
| concepts[11].id | https://openalex.org/C50522688 |
| concepts[11].level | 1 |
| concepts[11].score | 0.24511608481407166 |
| concepts[11].wikidata | https://www.wikidata.org/wiki/Q189833 |
| concepts[11].display_name | Economic growth |
| concepts[12].id | https://openalex.org/C41008148 |
| concepts[12].level | 0 |
| concepts[12].score | 0.13908180594444275 |
| concepts[12].wikidata | https://www.wikidata.org/wiki/Q21198 |
| concepts[12].display_name | Computer science |
| concepts[13].id | https://openalex.org/C2779473830 |
| concepts[13].level | 2 |
| concepts[13].score | 0.12074372172355652 |
| concepts[13].wikidata | https://www.wikidata.org/wiki/Q1540899 |
| concepts[13].display_name | MEDLINE |
| concepts[14].id | https://openalex.org/C199539241 |
| concepts[14].level | 1 |
| concepts[14].score | 0.0 |
| concepts[14].wikidata | https://www.wikidata.org/wiki/Q7748 |
| concepts[14].display_name | Law |
| concepts[15].id | https://openalex.org/C162324750 |
| concepts[15].level | 0 |
| concepts[15].score | 0.0 |
| concepts[15].wikidata | https://www.wikidata.org/wiki/Q8134 |
| concepts[15].display_name | Economics |
| concepts[16].id | https://openalex.org/C199360897 |
| concepts[16].level | 1 |
| concepts[16].score | 0.0 |
| concepts[16].wikidata | https://www.wikidata.org/wiki/Q9143 |
| concepts[16].display_name | Programming language |
| concepts[17].id | https://openalex.org/C154945302 |
| concepts[17].level | 1 |
| concepts[17].score | 0.0 |
| concepts[17].wikidata | https://www.wikidata.org/wiki/Q11660 |
| concepts[17].display_name | Artificial intelligence |
| keywords[0].id | https://openalex.org/keywords/scope |
| keywords[0].score | 0.6863406896591187 |
| keywords[0].display_name | Scope (computer science) |
| keywords[1].id | https://openalex.org/keywords/scopus |
| keywords[1].score | 0.6520124673843384 |
| keywords[1].display_name | Scopus |
| keywords[2].id | https://openalex.org/keywords/china |
| keywords[2].score | 0.6504122018814087 |
| keywords[2].display_name | China |
| keywords[3].id | https://openalex.org/keywords/productivity |
| keywords[3].score | 0.5580068826675415 |
| keywords[3].display_name | Productivity |
| keywords[4].id | https://openalex.org/keywords/perspective |
| keywords[4].score | 0.4509361684322357 |
| keywords[4].display_name | Perspective (graphical) |
| keywords[5].id | https://openalex.org/keywords/web-of-science |
| keywords[5].score | 0.42811036109924316 |
| keywords[5].display_name | Web of science |
| keywords[6].id | https://openalex.org/keywords/bibliometrics |
| keywords[6].score | 0.41574621200561523 |
| keywords[6].display_name | Bibliometrics |
| keywords[7].id | https://openalex.org/keywords/political-science |
| keywords[7].score | 0.3927759826183319 |
| keywords[7].display_name | Political science |
| keywords[8].id | https://openalex.org/keywords/regional-science |
| keywords[8].score | 0.3381063640117645 |
| keywords[8].display_name | Regional science |
| keywords[9].id | https://openalex.org/keywords/sociology |
| keywords[9].score | 0.27948445081710815 |
| keywords[9].display_name | Sociology |
| keywords[10].id | https://openalex.org/keywords/library-science |
| keywords[10].score | 0.26613110303878784 |
| keywords[10].display_name | Library science |
| keywords[11].id | https://openalex.org/keywords/economic-growth |
| keywords[11].score | 0.24511608481407166 |
| keywords[11].display_name | Economic growth |
| keywords[12].id | https://openalex.org/keywords/computer-science |
| keywords[12].score | 0.13908180594444275 |
| keywords[12].display_name | Computer science |
| keywords[13].id | https://openalex.org/keywords/medline |
| keywords[13].score | 0.12074372172355652 |
| keywords[13].display_name | MEDLINE |
| language | en |
| locations[0].id | doi:10.14419/grfje289 |
| locations[0].is_oa | True |
| locations[0].source.id | https://openalex.org/S4210236076 |
| locations[0].source.issn | 2227-5053 |
| locations[0].source.type | journal |
| locations[0].source.is_oa | True |
| locations[0].source.issn_l | 2227-5053 |
| locations[0].source.is_core | True |
| locations[0].source.is_in_doaj | False |
| locations[0].source.display_name | International Journal of Basic and Applied Sciences |
| locations[0].source.host_organization | |
| locations[0].source.host_organization_name | |
| locations[0].source.host_organization_lineage | |
| locations[0].license | |
| locations[0].pdf_url | |
| locations[0].version | publishedVersion |
| locations[0].raw_type | journal-article |
| locations[0].license_id | |
| locations[0].is_accepted | True |
| locations[0].is_published | True |
| locations[0].raw_source_name | International Journal of Basic and Applied Sciences |
| locations[0].landing_page_url | https://doi.org/10.14419/grfje289 |
| locations[1].id | pmh:oai:ojs.pkp.sfu.ca:article/33990 |
| locations[1].is_oa | False |
| locations[1].source.id | https://openalex.org/S4306400027 |
| locations[1].source.issn | |
| locations[1].source.type | repository |
| locations[1].source.is_oa | False |
| locations[1].source.issn_l | |
| locations[1].source.is_core | False |
| locations[1].source.is_in_doaj | False |
| locations[1].source.display_name | Macedonian Journal of Medical Sciences (University of Skopje) |
| locations[1].source.host_organization | https://openalex.org/I76245029 |
| locations[1].source.host_organization_name | Saints Cyril and Methodius University of Skopje |
| locations[1].source.host_organization_lineage | https://openalex.org/I76245029 |
| locations[1].license | |
| locations[1].pdf_url | |
| locations[1].version | publishedVersion |
| locations[1].raw_type | info:eu-repo/semantics/publishedVersion |
| locations[1].license_id | |
| locations[1].is_accepted | True |
| locations[1].is_published | True |
| locations[1].raw_source_name | 2227-5053 |
| locations[1].landing_page_url | http://sciencepubco.com/index.php/IJBAS/article/view/33990 |
| indexed_in | crossref |
| authorships[0].author.id | https://openalex.org/A5094004333 |
| authorships[0].author.orcid | |
| authorships[0].author.display_name | S. Syamsidar |
| authorships[0].countries | ID |
| authorships[0].affiliations[0].institution_ids | https://openalex.org/I4210116576 |
| authorships[0].affiliations[0].raw_affiliation_string | Universitas Muslim Indonesia, Makassar, Indonesia |
| authorships[0].institutions[0].id | https://openalex.org/I4210116576 |
| authorships[0].institutions[0].ror | https://ror.org/02c0s8023 |
| authorships[0].institutions[0].type | education |
| authorships[0].institutions[0].lineage | https://openalex.org/I4210116576 |
| authorships[0].institutions[0].country_code | ID |
| authorships[0].institutions[0].display_name | Universitas Muslim Indonesia |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | S Syamsidar |
| authorships[0].is_corresponding | False |
| authorships[0].raw_affiliation_strings | Universitas Muslim Indonesia, Makassar, Indonesia |
| authorships[1].author.id | https://openalex.org/A5011659373 |
| authorships[1].author.orcid | |
| authorships[1].author.display_name | Trinugi Wira Harjanti |
| authorships[1].affiliations[0].raw_affiliation_string | Sekolah Tinggi Teknologi Informasi NIIT, Jakarta, Indonesia |
| authorships[1].author_position | middle |
| authorships[1].raw_author_name | Trinugi Wira Harjanti |
| authorships[1].is_corresponding | False |
| authorships[1].raw_affiliation_strings | Sekolah Tinggi Teknologi Informasi NIIT, Jakarta, Indonesia |
| authorships[2].author.id | https://openalex.org/A5119316809 |
| authorships[2].author.orcid | |
| authorships[2].author.display_name | R Rugaiyah |
| authorships[2].countries | ID |
| authorships[2].affiliations[0].institution_ids | https://openalex.org/I4210105989 |
| authorships[2].affiliations[0].raw_affiliation_string | Universitas Islam Riau, Pekanbaru, Indonesia |
| authorships[2].institutions[0].id | https://openalex.org/I4210105989 |
| authorships[2].institutions[0].ror | https://ror.org/01gk55t56 |
| authorships[2].institutions[0].type | education |
| authorships[2].institutions[0].lineage | https://openalex.org/I4210105989 |
| authorships[2].institutions[0].country_code | ID |
| authorships[2].institutions[0].display_name | Islamic University of Riau |
| authorships[2].author_position | middle |
| authorships[2].raw_author_name | R Rugaiyah |
| authorships[2].is_corresponding | False |
| authorships[2].raw_affiliation_strings | Universitas Islam Riau, Pekanbaru, Indonesia |
| authorships[3].author.id | https://openalex.org/A5083970481 |
| authorships[3].author.orcid | https://orcid.org/0000-0002-2369-8574 |
| authorships[3].author.display_name | Betty Yulia Wulansari |
| authorships[3].countries | ID |
| authorships[3].affiliations[0].institution_ids | https://openalex.org/I4210117859 |
| authorships[3].affiliations[0].raw_affiliation_string | Universitas Muhammadiyah Ponorogo, Ponorogo, Indonesia |
| authorships[3].institutions[0].id | https://openalex.org/I4210117859 |
| authorships[3].institutions[0].ror | https://ror.org/03d9vfb50 |
| authorships[3].institutions[0].type | education |
| authorships[3].institutions[0].lineage | https://openalex.org/I4210117859 |
| authorships[3].institutions[0].country_code | ID |
| authorships[3].institutions[0].display_name | Muhammadiyah University of Ponorogo |
| authorships[3].author_position | middle |
| authorships[3].raw_author_name | Betty Yulia Wulansari |
| authorships[3].is_corresponding | False |
| authorships[3].raw_affiliation_strings | Universitas Muhammadiyah Ponorogo, Ponorogo, Indonesia |
| authorships[4].author.id | https://openalex.org/A5065260289 |
| authorships[4].author.orcid | https://orcid.org/0000-0003-2915-3118 |
| authorships[4].author.display_name | Ardhana Januar Mahardhani |
| authorships[4].countries | ID |
| authorships[4].affiliations[0].institution_ids | https://openalex.org/I4210117859 |
| authorships[4].affiliations[0].raw_affiliation_string | Universitas Muhammadiyah Ponorogo, Ponorogo, Indonesia |
| authorships[4].institutions[0].id | https://openalex.org/I4210117859 |
| authorships[4].institutions[0].ror | https://ror.org/03d9vfb50 |
| authorships[4].institutions[0].type | education |
| authorships[4].institutions[0].lineage | https://openalex.org/I4210117859 |
| authorships[4].institutions[0].country_code | ID |
| authorships[4].institutions[0].display_name | Muhammadiyah University of Ponorogo |
| authorships[4].author_position | middle |
| authorships[4].raw_author_name | Ardhana Januar Mahardhani |
| authorships[4].is_corresponding | False |
| authorships[4].raw_affiliation_strings | Universitas Muhammadiyah Ponorogo, Ponorogo, Indonesia |
| authorships[5].author.id | https://openalex.org/A5009889366 |
| authorships[5].author.orcid | https://orcid.org/0000-0002-3032-9793 |
| authorships[5].author.display_name | Hasrat A Aimang |
| authorships[5].countries | ID |
| authorships[5].affiliations[0].institution_ids | https://openalex.org/I4210086301 |
| authorships[5].affiliations[0].raw_affiliation_string | Universitas Muhammadiyah Luwuk, Indonesia |
| authorships[5].institutions[0].id | https://openalex.org/I4210086301 |
| authorships[5].institutions[0].ror | https://ror.org/001gw2c60 |
| authorships[5].institutions[0].type | education |
| authorships[5].institutions[0].lineage | https://openalex.org/I4210086301 |
| authorships[5].institutions[0].country_code | ID |
| authorships[5].institutions[0].display_name | Universitas Muhammadiyah Luwuk Banggai |
| authorships[5].author_position | middle |
| authorships[5].raw_author_name | Hasrat A. Aimang |
| authorships[5].is_corresponding | False |
| authorships[5].raw_affiliation_strings | Universitas Muhammadiyah Luwuk, Indonesia |
| authorships[6].author.id | https://openalex.org/A5089291093 |
| authorships[6].author.orcid | https://orcid.org/0000-0001-6119-867X |
| authorships[6].author.display_name | Robbi Rahim |
| authorships[6].countries | ID |
| authorships[6].affiliations[0].institution_ids | https://openalex.org/I3130448088 |
| authorships[6].affiliations[0].raw_affiliation_string | Sekolah Tinggi Ilmu Manajemen Sukma, Medan, Indonesia |
| authorships[6].institutions[0].id | https://openalex.org/I3130448088 |
| authorships[6].institutions[0].ror | https://ror.org/01b15w051 |
| authorships[6].institutions[0].type | education |
| authorships[6].institutions[0].lineage | https://openalex.org/I3130448088 |
| authorships[6].institutions[0].country_code | ID |
| authorships[6].institutions[0].display_name | Telkom Institute of Management |
| authorships[6].author_position | last |
| authorships[6].raw_author_name | Robbi Rahim |
| authorships[6].is_corresponding | False |
| authorships[6].raw_affiliation_strings | Sekolah Tinggi Ilmu Manajemen Sukma, Medan, Indonesia |
| has_content.pdf | False |
| has_content.grobid_xml | False |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://doi.org/10.14419/grfje289 |
| open_access.oa_status | diamond |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-10T00:00:00 |
| display_name | Collaboration Patterns in Recent STEM Education Research: A Bibliometric Perspective |
| has_fulltext | False |
| is_retracted | False |
| updated_date | 2025-11-06T03:46:38.306776 |
| primary_topic.id | https://openalex.org/T11122 |
| primary_topic.field.id | https://openalex.org/fields/17 |
| primary_topic.field.display_name | Computer Science |
| primary_topic.score | 0.9175000190734863 |
| primary_topic.domain.id | https://openalex.org/domains/3 |
| primary_topic.domain.display_name | Physical Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/1706 |
| primary_topic.subfield.display_name | Computer Science Applications |
| primary_topic.display_name | Online Learning and Analytics |
| related_works | https://openalex.org/W3014835053, https://openalex.org/W4411924070, https://openalex.org/W2895536775, https://openalex.org/W2509576449, https://openalex.org/W1598512166, https://openalex.org/W2120516750, https://openalex.org/W2968486945, https://openalex.org/W4295886540, https://openalex.org/W4404757881, https://openalex.org/W2608652318 |
| cited_by_count | 0 |
| locations_count | 2 |
| best_oa_location.id | doi:10.14419/grfje289 |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S4210236076 |
| best_oa_location.source.issn | 2227-5053 |
| best_oa_location.source.type | journal |
| best_oa_location.source.is_oa | True |
| best_oa_location.source.issn_l | 2227-5053 |
| best_oa_location.source.is_core | True |
| best_oa_location.source.is_in_doaj | False |
| best_oa_location.source.display_name | International Journal of Basic and Applied Sciences |
| best_oa_location.source.host_organization | |
| best_oa_location.source.host_organization_name | |
| best_oa_location.source.host_organization_lineage | |
| best_oa_location.license | |
| best_oa_location.pdf_url | |
| best_oa_location.version | publishedVersion |
| best_oa_location.raw_type | journal-article |
| best_oa_location.license_id | |
| best_oa_location.is_accepted | True |
| best_oa_location.is_published | True |
| best_oa_location.raw_source_name | International Journal of Basic and Applied Sciences |
| best_oa_location.landing_page_url | https://doi.org/10.14419/grfje289 |
| primary_location.id | doi:10.14419/grfje289 |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S4210236076 |
| primary_location.source.issn | 2227-5053 |
| primary_location.source.type | journal |
| primary_location.source.is_oa | True |
| primary_location.source.issn_l | 2227-5053 |
| primary_location.source.is_core | True |
| primary_location.source.is_in_doaj | False |
| primary_location.source.display_name | International Journal of Basic and Applied Sciences |
| primary_location.source.host_organization | |
| primary_location.source.host_organization_name | |
| primary_location.source.host_organization_lineage | |
| primary_location.license | |
| primary_location.pdf_url | |
| primary_location.version | publishedVersion |
| primary_location.raw_type | journal-article |
| primary_location.license_id | |
| primary_location.is_accepted | True |
| primary_location.is_published | True |
| primary_location.raw_source_name | International Journal of Basic and Applied Sciences |
| primary_location.landing_page_url | https://doi.org/10.14419/grfje289 |
| publication_date | 2025-08-09 |
| publication_year | 2025 |
| referenced_works_count | 0 |
| abstract_inverted_index.a | 3, 63, 71, 83, 119 |
| abstract_inverted_index.We | 58 |
| abstract_inverted_index.as | 49 |
| abstract_inverted_index.in | 39, 68, 96, 162 |
| abstract_inverted_index.of | 6, 36, 74, 86, 106, 113, 122, 137, 172, 192, 202 |
| abstract_inverted_index.to | 19, 24, 77, 175, 207 |
| abstract_inverted_index.Our | 80, 167 |
| abstract_inverted_index.The | 116, 184 |
| abstract_inverted_index.and | 13, 29, 51, 56, 70, 124, 145, 178, 205 |
| abstract_inverted_index.for | 53, 133, 199 |
| abstract_inverted_index.its | 134 |
| abstract_inverted_index.key | 101 |
| abstract_inverted_index.our | 43 |
| abstract_inverted_index.out | 132 |
| abstract_inverted_index.the | 33, 78, 104, 110, 128, 170, 180, 189, 197 |
| abstract_inverted_index.web | 121 |
| abstract_inverted_index.2019 | 18 |
| abstract_inverted_index.STEM | 7, 41, 164, 193 |
| abstract_inverted_index.This | 0 |
| abstract_inverted_index.data | 23, 54 |
| abstract_inverted_index.from | 17, 89 |
| abstract_inverted_index.high | 135 |
| abstract_inverted_index.into | 188 |
| abstract_inverted_index.like | 103, 143 |
| abstract_inverted_index.need | 198 |
| abstract_inverted_index.rate | 67 |
| abstract_inverted_index.role | 35 |
| abstract_inverted_index.such | 48 |
| abstract_inverted_index.with | 92, 127 |
| abstract_inverted_index.a | 148 |
| abstract_inverted_index.2023, | 20 |
| abstract_inverted_index.4,184 | 60 |
| abstract_inverted_index.Asian | 90 |
| abstract_inverted_index.China | 146 |
| abstract_inverted_index.These | 154 |
| abstract_inverted_index.array | 73 |
| abstract_inverted_index.drive | 179 |
| abstract_inverted_index.offer | 186 |
| abstract_inverted_index.scope | 112 |
| abstract_inverted_index.study | 1, 117 |
| abstract_inverted_index.tools | 47 |
| abstract_inverted_index.using | 21 |
| abstract_inverted_index.while | 141 |
| abstract_inverted_index.States | 130 |
| abstract_inverted_index.United | 129 |
| abstract_inverted_index.annual | 65 |
| abstract_inverted_index.field. | 79 |
| abstract_inverted_index.foster | 176 |
| abstract_inverted_index.global | 26, 111, 173, 209 |
| abstract_inverted_index.growth | 66 |
| abstract_inverted_index.output | 88 |
| abstract_inverted_index.single | 138 |
| abstract_inverted_index.trends | 28 |
| abstract_inverted_index.and | 108 |
| abstract_inverted_index.agenda. | 183 |
| abstract_inverted_index.authors | 94 |
| abstract_inverted_index.between | 160 |
| abstract_inverted_index.complex | 120 |
| abstract_inverted_index.country | 139 |
| abstract_inverted_index.enhance | 208 |
| abstract_inverted_index.explore | 25 |
| abstract_inverted_index.further | 200 |
| abstract_inverted_index.impacts | 204 |
| abstract_inverted_index.leading | 95 |
| abstract_inverted_index.notable | 84 |
| abstract_inverted_index.reveals | 118 |
| abstract_inverted_index.sources | 75 |
| abstract_inverted_index.towards | 151 |
| abstract_inverted_index.STEM | 181 |
| abstract_inverted_index.analysis | 5, 44, 99 |
| abstract_inverted_index.conducts | 2 |
| abstract_inverted_index.evolving | 190 |
| abstract_inverted_index.findings | 81, 185 |
| abstract_inverted_index.insights | 187 |
| abstract_inverted_index.patterns | 156 |
| abstract_inverted_index.research | 9, 16, 27, 87, 114, 210 |
| abstract_inverted_index.specific | 93 |
| abstract_inverted_index.standing | 131 |
| abstract_inverted_index.stronger | 149 |
| abstract_inverted_index.uncovers | 100 |
| abstract_inverted_index.utilizes | 45 |
| abstract_inverted_index.(Science, | 10 |
| abstract_inverted_index.Indonesia | 144 |
| abstract_inverted_index.VOSviewer | 52 |
| abstract_inverted_index.advancing | 163 |
| abstract_inverted_index.analysis. | 57 |
| abstract_inverted_index.countries | 142, 161 |
| abstract_inverted_index.education | 8, 15, 165, 182 |
| abstract_inverted_index.enhancing | 40 |
| abstract_inverted_index.highlight | 82 |
| abstract_inverted_index.landscape | 191 |
| abstract_inverted_index.patterns. | 31 |
| abstract_inverted_index.research, | 195 |
| abstract_inverted_index.research. | 166 |
| abstract_inverted_index.revealing | 62 |
| abstract_inverted_index.showcases | 109 |
| abstract_inverted_index.strategic | 158 |
| abstract_inverted_index.SCOPUS | 22 |
| abstract_inverted_index.number | 136 |
| abstract_inverted_index.California | 107 |
| abstract_inverted_index.University | 105 |
| abstract_inverted_index.approaches | 38 |
| abstract_inverted_index.countries, | 91 |
| abstract_inverted_index.documents, | 61 |
| abstract_inverted_index.education, | 42 |
| abstract_inverted_index.importance | 171 |
| abstract_inverted_index.innovation | 177 |
| abstract_inverted_index.diverse | 72 |
| abstract_inverted_index.suggest | 157 |
| abstract_inverted_index.Biblioshiny | 50 |
| abstract_inverted_index.Recognizing | 32 |
| abstract_inverted_index.activities. | 115 |
| abstract_inverted_index.demonstrate | 147 |
| abstract_inverted_index.differences | 159 |
| abstract_inverted_index.emphasizing | 196 |
| abstract_inverted_index.exploration | 201 |
| abstract_inverted_index.inclination | 150 |
| abstract_inverted_index.significant | 64 |
| abstract_inverted_index.underscores | 169 |
| abstract_inverted_index.advanced | 46 |
| abstract_inverted_index.critical | 34 |
| abstract_inverted_index.domestic | 123 |
| abstract_inverted_index.research | 168 |
| abstract_inverted_index.Engineering, | 12 |
| abstract_inverted_index.Mathematics) | 14 |
| abstract_inverted_index.bibliometric | 4 |
| abstract_inverted_index.contributing | 76 |
| abstract_inverted_index.contributors | 102 |
| abstract_inverted_index.partnerships | 174 |
| abstract_inverted_index.publications | 69 |
| abstract_inverted_index.education | 194 |
| abstract_inverted_index.Institutional | 98 |
| abstract_inverted_index.collaboration | 30, 155, 203 |
| abstract_inverted_index.international | 125, 152 |
| abstract_inverted_index.publications, | 140 |
| abstract_inverted_index.visualization | 55 |
| abstract_inverted_index.identified | 59 |
| abstract_inverted_index.strategies | 206 |
| abstract_inverted_index.Technology, | 11 |
| abstract_inverted_index.collaborations, | 126 |
| abstract_inverted_index.collaborations. | 153 |
| abstract_inverted_index.integration. | 211 |
| abstract_inverted_index.concentration | 85 |
| abstract_inverted_index.productivity. | 97 |
| abstract_inverted_index.interdisciplinary | 37 |
| cited_by_percentile_year | |
| countries_distinct_count | 1 |
| institutions_distinct_count | 7 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/17 |
| sustainable_development_goals[0].score | 0.5 |
| sustainable_development_goals[0].display_name | Partnerships for the goals |
| citation_normalized_percentile.value | 0.37360134 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | True |