Table · dataset · 2026
Cognitive Traceability Rubric and SaaS Educational Platform: Doctoral Thesis Dataset and Scripts Repository (Ciudad Juárez, Chihuahua, Mexico, 2026)
Listed in HKU DataHub and figshare and Loughborough Research Repository — shown once because both records carry DOI 10.6084/m9.figshare.32390646.v3
Description
<pre>This dataset and script repository for the doctoral thesis titled "Digital Matthew Effect in Border STEM Higher Education" (Ciudad Juárez, Chihuahua, Mexico, 2026) incorporates the expert-validated cognitive traceability rubric, designed to evaluate and track critical thinking and learning within technological environments. The repository includes files in two language versions (Spanish and English) to ensure international accessibility and methodological reproducibility.<br><br>Additionally, it documents the piloting of the rubric through the SaaS educational platform (EduTraza), built upon the core guiding principle to make AI-supported learning visible, reviewable, and meaningful.
EduTraza serves as a role-based workspace for documenting prompts, comparing responses, verifying sources, justifying decisions, and reflecting on learning.</pre><p></p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.32390646.v3 ↗
DOI / persistent id · from datahub hku hk
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from datahub hku hk
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Educational technology and computing · Educational technology and computing · Educational technology and computing · Engineering · Engineering · Engineering · Gender, sexuality and education · Gender, sexuality and education · Gender, sexuality and education · Higher education · Higher education · Higher education · Humanities · Humanities · Inclusive education · Inclusive education · Inclusive education · Industrial engineering · Industrial engineering · Industrial engineering · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Ocean & Atmospheric Science · Psychology & Behavioral Science · Psychology & Behavioral Science · Psychology & Behavioral Science · Social Science · Social Science · Social Science
Provenance · 3 source records, 49 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| HKU DataHub | oai:figshare.com:article/32390646 | 5 d ago | JSON v1 |
| figshare | oai:figshare.com:article/32390646 | 4 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/32390646 | 4 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].anzsrc:field:390303 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Higher education'] |
| concepts[field].anzsrc:field:390303 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Higher education'] |
| concepts[field].anzsrc:field:390303 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Higher education'] |
| concepts[field].anzsrc:field:390405 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Educational technology and computing'] |
| concepts[field].anzsrc:field:390405 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Educational technology and computing'] |
| concepts[field].anzsrc:field:390405 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Educational technology and computing'] |
| concepts[field].anzsrc:field:390406 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Gender, sexuality and education'] |
| concepts[field].anzsrc:field:390406 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Gender, sexuality and education'] |
| concepts[field].anzsrc:field:390406 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Gender, sexuality and education'] |
| concepts[field].anzsrc:field:390407 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Inclusive education'] |
| concepts[field].anzsrc:field:390407 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Inclusive education'] |
| concepts[field].anzsrc:field:390407 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Inclusive education'] |
| concepts[field].anzsrc:field:401404 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Industrial engineering'] |
| concepts[field].anzsrc:field:401404 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Industrial engineering'] |
| concepts[field].anzsrc:field:401404 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Industrial engineering'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| description | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | /metadata/dc/description |
| license | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | /metadata/dc/rights |
| publication_date | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| title | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | /metadata/dc/title |