Task Completion Times and Complexity Metric Values from a Controlled Molecular Integration Study
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Zenodo
2026
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| author | Vierlboeck, Maximilian Pugliese, Antonio Nilchiani, Roshanak Rose Grogan, Paul T. Sugganahalli Natesh Babu, Rashika |
| author_facet | Vierlboeck, Maximilian Pugliese, Antonio Nilchiani, Roshanak Rose Grogan, Paul T. Sugganahalli Natesh Babu, Rashika |
| contents | <p>Experimental data from a controlled study in which 23 participants completed 10 molecular integration tasks (labeled A–J). The dataset includes task completion times in seconds for all participants and tasks, and computed structural complexity metric values (spectral and density-based) for the 8 tasks included in the mixed-effects regression analysis (Tasks A, B, D, E, F, G, I, J). Tasks C and H are excluded from the metrics file because retrospective metric calculation was not possible for those tasks. Collected under IRB Protocol 2018-025(N), Stevens Institute of Technology, approved April 14, 2018. Associated publication:Vierlboeck, M., Pugliese, A., Nilchiani, R. R., Grogan, P. T., & Sugganahalli Natesh Babu, R. (2026). Measuring Complexity at the Requirements Stage: Spectral Metrics as Development Effort Predictors. <em>Systems</em>, <em>14</em>(4), 364. https://doi.org/10.3390/systems14040364</p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_19324374 |
| institution | Zenodo |
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| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Task Completion Times and Complexity Metric Values from a Controlled Molecular Integration Study Vierlboeck, Maximilian Pugliese, Antonio Nilchiani, Roshanak Rose Grogan, Paul T. Sugganahalli Natesh Babu, Rashika systems engineering complexity metrics spectral graph theory requirements engineering development effort controlled experiment <p>Experimental data from a controlled study in which 23 participants completed 10 molecular integration tasks (labeled A–J). The dataset includes task completion times in seconds for all participants and tasks, and computed structural complexity metric values (spectral and density-based) for the 8 tasks included in the mixed-effects regression analysis (Tasks A, B, D, E, F, G, I, J). Tasks C and H are excluded from the metrics file because retrospective metric calculation was not possible for those tasks. Collected under IRB Protocol 2018-025(N), Stevens Institute of Technology, approved April 14, 2018. Associated publication:Vierlboeck, M., Pugliese, A., Nilchiani, R. R., Grogan, P. T., & Sugganahalli Natesh Babu, R. (2026). Measuring Complexity at the Requirements Stage: Spectral Metrics as Development Effort Predictors. <em>Systems</em>, <em>14</em>(4), 364. https://doi.org/10.3390/systems14040364</p> |
| title | Task Completion Times and Complexity Metric Values from a Controlled Molecular Integration Study |
| topic | systems engineering complexity metrics spectral graph theory requirements engineering development effort controlled experiment |
| url | https://doi.org/10.5281/zenodo.19324374 |