An Integrative First-Year Induction Program for Computing Students: Design and Evaluation

The first year of university studies is known to be a vulnerable phase during which obstacles experienced can cause unfruitful coping strategies and considerations of dropping out. To ease the student's path, a year-long integrative induction program was provided to new computer science (CS) students. The program consists of monthly small-group workshops where hands-on demonstrations of CS topics and collaborative reviews of students’ study experiences and difficulties are addressed in the same sessions. A qualitative evaluation was performed, revealing several positive effects: students experienced a stronger sense of their discipline, appreciation for its exploration, increased motivation and interest, a sense of community, and psychological benefits. Additionally, pre- and post-measurements of self-efficacy showed a positive change during the latter half of the year. Identified areas for improvement included better matching between workshop durations and content, more frequent workshops, clarifying the program's purpose better to the students, and fostering student interaction through designing collaborative work modes. By this evaluation, we highlight the program's benefits through student voice while providing recommendations for future designs.

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Publication Details

Journal
ACM Transactions on Computing Education
Published
2026-03-26
DOI
https://doi.org/10.1145/3803792
Primary Topic
Teaching and Learning Programming
Type
article
Field-Weighted Citation Impact
0.00
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article

An Integrative First-Year Induction Program for Computing Students: Design and Evaluation

Tiina Koskelainen, P. Nieminen, Ville Isomöttönen, Toni Moilanen
ACM Transactions on Computing Education
Teaching and Learning Programming
article

An Integrative First-Year Induction Program for Computing Students: Design and Evaluation

Tiina Koskelainen, P. Nieminen, Ville Isomöttönen, Toni Moilanen
article en

Abstract

The first year of university studies is known to be a vulnerable phase during which obstacles experienced can cause unfruitful coping strategies and considerations of dropping out. To ease the student's path, a year-long integrative induction program was provided to new computer science (CS) students. The program consists of monthly small-group workshops where hands-on demonstrations of CS topics and collaborative reviews of students’ study experiences and difficulties are addressed in the same sessions. A qualitative evaluation was performed, revealing several positive effects: students experienced a stronger sense of their discipline, appreciation for its exploration, increased motivation and interest, a sense of community, and psychological benefits. Additionally, pre- and post-measurements of self-efficacy showed a positive change during the latter half of the year. Identified areas for improvement included better matching between workshop durations and content, more frequent workshops, clarifying the program's purpose better to the students, and fostering student interaction through designing collaborative work modes. By this evaluation, we highlight the program's benefits through student voice while providing recommendations for future designs.

ACM Transactions on Computing Education
University of Jyväskylä (FI)
Openalex Percentile: Top 17%
Teaching and Learning Programming
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An Integrative First-Year Induction Program for Computing Students: Design and Evaluation — Tiina Koskelainen, P. Nieminen, et al. · ACM Transactions on Computing Education (2026) | TGRS Research Map | TGRS