Table · dataset · 2026
Experimental materials for DOM to Source approach.
Listed in HKU DataHub and figshare and Loughborough Research Repository — shown once because both records carry DOI 10.6084/m9.figshare.32147932.v2
<p dir="ltr">This dataset contains empirical data, metrics, and training materials from the controlled experiment conducted to evaluate the D2S approach and the C2C toolset.<br><br>1.
Description
Experimental Data (EXPERIMENTAL_DATA)</p><p dir="ltr">Individual participant metrics recorded during the experiment:</p><ul><li>Group and Expertise Level: Assigned group (Control vs. Experimental) and skill level (determined by the researchers through a preliminary skills survey).</li><li>Performance: Task resolution times (hh:mm:ss) and perceived difficulty (Likert scale) for each of the 5 tasks (T1 to T5).</li><li>Process Variables: Indicators of whether the participant encountered major problems, used AI assistants (Copilot, ChatGPT), or relied on traditional resources (Google, StackOverflow).</li></ul><p dir="ltr">2.
Session Metrics (EXPERIMENTAL_BUNDLES_SUMMARY)</p><p dir="ltr">Quantitative measurements extracted directly from the IDE session logs:</p><ul><li>Total and valid session files generated.</li><li>Total context switches (total vs. those involving code changes).</li><li>Average number of distinct files explored before making modifications.</li></ul><p dir="ltr">3. Usability Evaluation (SUS)</p><p dir="ltr">Responses from the experimental group to the System Usability Scale (SUS) questionnaire:</p><ul><li>Scores per question (Q1 to Q10), sum of scores, and adjusted final score (on a 0-100 scale).</li></ul><p dir="ltr">4.
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Training Materials</p><ul><li>training_video_control_group.mp4: Video guide displaying the traditional workflow for the control group.</li><li>training_video_experimental_group.mp4: Video guide showcasing how to install and use the C2C toolset for the experimental group.</li></ul><p></p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.32147932.v2 ↗
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 · Empirical software engineering · Empirical software engineering · Empirical software engineering · Engineering · Engineering · Engineering · Humanities · Humanities · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Ocean & Atmospheric Science · Psychology & Behavioral Science · Social Science · Social Science
- Inferred from text
- Video 75%
Provenance · 3 source records, 35 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| HKU DataHub | oai:figshare.com:article/32147932 | 13 d ago | JSON v1 |
| figshare | oai:figshare.com:article/32147932 | 12 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/32147932 | 12 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:461202 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Empirical software engineering'] |
| concepts[field].anzsrc:field:461202 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Empirical software engineering'] |
| concepts[field].anzsrc:field:461202 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Empirical software 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 · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@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: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 · datahub hku hk | connector:datahub_hku_hk@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 · 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:humanities | 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:life-sciences | mapping · figshare com | connector:figshare_com@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 · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[modality].local:modality:video | enrichment · datahub hku hk | keyword-concept-rules@1.0.0 | title+description (75%) |
| 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 |