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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

Catalogue records · 1

Topics

Inferred from text
Video 75%
Provenance · 3 source records, 35 field assertions
SourceKeyLast seenRaw
HKU DataHuboai:figshare.com:article/3214793213 d agoJSON v1
figshareoai:figshare.com:article/3214793212 d agoJSON v1
Loughborough Research Repositoryoai:figshare.com:article/3214793212 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · datahub hku hkconnector:datahub_hku_hk@1.0.0
concepts[field].anzsrc:field:461202mapping · datahub hku hkvocabulary-mapper@1.0.0keywords['Empirical software engineering']
concepts[field].anzsrc:field:461202mapping · figshare comvocabulary-mapper@1.0.0keywords['Empirical software engineering']
concepts[field].anzsrc:field:461202mapping · repository lboro ac ukvocabulary-mapper@1.0.0keywords['Empirical software engineering']
concepts[field].local:field:astronomymapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:chemistrymapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:chemistrymapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:computer-science-aimapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
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concepts[field].local:field:earth-environmentalmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:earth-environmentalmapping · datahub hku hkconnector:datahub_hku_hk@1.0.0
concepts[field].local:field:earth-environmentalmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:economics-financemapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:economics-financemapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:engineeringmapping · datahub hku hkconnector:datahub_hku_hk@1.0.0
concepts[field].local:field:engineeringmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:engineeringmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:humanitiesmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:humanitiesmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:life-sciencesmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:life-sciencesmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:materials-sciencemapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:mathematics-statisticsmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:medicine-healthmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:medicine-healthmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:ocean-atmosphericmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:psychology-behavioralmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:social-sciencemapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:social-sciencemapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[modality].local:modality:videoenrichment · datahub hku hkkeyword-concept-rules@1.0.0title+description (75%)
descriptionsource · datahub hku hkconnector:datahub_hku_hk@1.0.0/metadata/dc/description
licensesource · datahub hku hkconnector:datahub_hku_hk@1.0.0/metadata/dc/rights
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