Table · dataset · 2026
Table 1_The competence enactment paradox: teacher innovation as the missing mechanism in the DIPTERA model of professional development.docx
Listed in figshare and Loughborough Research Repository and GRANTS Data and UP Research Data Repository — shown once because both records carry DOI 10.3389/feduc.2026.1927817.s001
Introduction<p>Digital competence frameworks and digital-pedagogy orientations may be associated with teachers' continuing professional development (CPD), but the statistical pathways linking them remain under-specified.
Description
This study evaluated the theory-informed DIPTERA model (Digital Innovation-mediated Professional Transformation through Enacted Readiness Architecture), which specifies Teacher Innovation (TI) as a statistical mediator and Teacher Digital Readiness (TDR) as a downstream outcome in the tested model.</p>Methods<p>A cross-sectional design was used.
Partial least squares structural equation modeling was applied to self-report responses from 554 vocational high-school teachers in Indonesia.</p>Results<p>Cybergogy (β = .615, p < .001, 95% bias-corrected bootstrap CI [.474, .741]) and DigCompEdu (β = .197, p = .004, CI [.065, .332]) were positively associated with TI. Although the Cybergogy coefficient was larger, the difference between the two coefficients was not tested directly.
Read the rest (2 more)
Direct paths from DigCompEdu to CPD (β = −.070, p = .353, CI [−.202, .092]) and from Cybergogy to CPD (β = .156, p = .082, CI [−.027, .324]) were not statistically supported. TI was positively associated with CPD (β = .740, CI [.607, .863]) and TDR (β = .492, CI [.375, .603]). Specific indirect associations with CPD through TI were statistically supported for Cybergogy (β = .455, CI [.337, .580]) and DigCompEdu (β = .145, CI [.047, .260]).
The model explained 60.2% of TI, 66.7% of CPD, and 73.6% of TDR variance.</p>Discussion<p>The findings are consistent with an innovation-mediated explanatory pattern in which TI may serve as a candidate statistical link between digital competence, digital pedagogy, and professional development. However, the cross-sectional and self-report design does not establish temporal causality, an exclusive mechanism, or a reciprocal readiness process.</p>
Links
Where it is published
- DOI doi.org/10.3389/feduc.2026.1927817.s001 ↗
DOI / persistent id · from figshare com
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from figshare com
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Engineering · Engineering · Engineering · Humanities · Humanities · Humanities · Life Sciences · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Ocean & Atmospheric Science · Psychology & Behavioral Science · Social Science · Social Science · Social Science · Social Science
- Inferred from text
- Tabular 65% · Teacher education and professional development of educators 78%
Provenance · 4 source records, 37 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| figshare | oai:figshare.com:article/34054533 | 4 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/34054533 | 4 d ago | JSON v1 |
| GRANTS Data | oai:figshare.com:article/34054533 | 4 d ago | JSON v1 |
| UP Research Data Repository | oai:figshare.com:article/34054533 | 3 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].anzsrc:field:390307 | enrichment · figshare com | taxonomy-embedding@1.0.0 | title+keywords+description (78%) |
| 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 · 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:earth-environmental | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · grantsdata jst go jp | connector:grantsdata_jst_go_jp@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 · repository lboro ac uk | connector:repository_lboro_ac_uk@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 · 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 · researchdata up ac za | connector:researchdata_up_ac_za@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:humanities | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@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 · researchdata up ac za | connector:researchdata_up_ac_za@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 · 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 | |
| concepts[field].local:field:social-science | mapping · grantsdata jst go jp | connector:grantsdata_jst_go_jp@1.0.0 | |
| concepts[field].local:field:social-science | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[modality].local:modality:tabular | enrichment · figshare com | keyword-concept-rules@1.0.0 | title+description (65%) |
| description | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/description |
| license | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/rights |
| publication_date | source · figshare com | connector:figshare_com@1.0.0 | |
| title | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/title |