Former capstone students' team-formation priorities centered on interesting topics, preferred teammates, and skill or career alignment¶
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Evidence · 1 study · designr2·q1
Currency · newest study 2026 · not yet checked against its sources · not reviewed by a person
Subclaims¶
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q1 i? In a satisfaction survey of 22 previous capstone students, three themes dominated team-assignment priorities: interesting topic, preferred teammates, and skill/career alignment. → Brandon Pardi 2026
Evidence¶
Brandon Pardi 2026¶
Brandon Pardi, Garret Castro, Michael Pisman, Avash Adhikari, and Santosh Chandrasekhar. (2026). Improving Capstone Team Outcomes through Dynamic Skill Matching and Preference Alignment. https://arxiv.org/abs/2606.15572 doi:10.48550/arxiv.2606.15572
q1 · i? · design · r2
IRB-approved brief satisfaction survey of 22 previous Capstone students with seven questions on fairness, satisfaction, skills, and learning (Likert 1–5 plus multi-select priorities). The article reports that "Three themes dominated" student priorities for team assignment.
"Three themes dominated: desire for an interesting topic, preference to work with specific teammates, and aligning work with one’s skills or career direction."
Discussion¶
Related Claims¶
- Manual assignment achieved the highest average student preference toward assigned projects, with the algorithm competitive and both substantially above random assignment — related
- A dynamic skill-weighted matching algorithm achieves higher percentage of skills fulfilled than manual and random assignment across both evaluated semesters — related
- Manual team formation required over 20 hours of instructor effort, while the algorithm produced assignments in milliseconds — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
student-team-formation-priorities-survey |
title |
Former capstone students' team-formation priorities centered on interesting topics, preferred teammates, and skill or career alignment |
description |
Former capstone students' team-formation priorities centered on interesting topics, preferred teammates, and skill or career alignment |
status |
review |
evidence_strength |
weak |
newest_evidence |
2026 |
generated |
by process:wiki-ingest on 2026-10-10 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — brandon-pardi-2026 |
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