VARIABILITY 2026
Tue 29 September - Fri 2 October 2026
Wed 30 Sep 2026 14:00 - 14:22 at PANORAMA - Human and Organizational Aspects of Variability Chair(s): Rick Rabiser

Variability is a central concept in software product lines (SPL), but there is no instrument that measures the ability to think about software variations. This gap limits the assessment of skills, the comparison of profiles, and the evaluation of educational interventions. This article analyzes whether it is possible to define such an instrument. We present the Test of Variability Thinking (TVT), an exploratory visual test grounded in the classic SPL framework and based on a technology-neutral physical domain (Playmobil). The TVT is inspired by existing computational thinking tests and aims to capture the basic ability to perform tasks related to variability without presupposing prior technical knowledge. The basic idea is that variability thinking is a new dimension of computational thinking and requires specific instruments to be developed and evaluated. We describe the principles guiding its design and the construction of the items. A preliminary workshop with 10 researchers with varying levels of SPL expertise yielded initial feedback that shaped the test structure and informed the selection of item types. Then we had a focus group with seven software engineering students, which helped us further refine the phrasing of the items and improve the visual elements. Finally, the test was administered to 88 fourth-year software engineering students as the first step of its validation process. The resulting version offers initial evidence of feasibility and motivates future work on validation and empirical evaluation.

Wed 30 Sep

Displayed time zone: Athens change

14:00 - 15:30
Human and Organizational Aspects of VariabilityJournal First / Project Showcase / Social and Networking Events / Industry Track / Research Papers at PANORAMA
Chair(s): Rick Rabiser LIT CPS, Johannes Kepler University Linz
14:00
22m
Talk
An Instrument for Measuring Variability Thinking
Research Papers
David Romero Organvídez , Jesus Moreno , José A Galindo University of Seville, David Benavides Universidad de Sevilla
14:22
22m
Talk
Software Reuse in the Age of AI: A Survey of Practices, Satisfaction, and Barriers
Research Papers
Iris Reinhartz-Berger University of Haifa, Zarima Fram
14:45
22m
Talk
Usability Analysis of Configurator User Interfaces with Multimodal Large Language Models
Research Papers
Sebastian Lubos Graz University of Technology, Alexander Felfernig Graz University of Technology, Damian Garber Graz University of Technology, Adnan Kraljić , Tarik Kraljić , Viet-Man Le Graz University of Technology, Thi Ngoc Trang Tran , Gerhard Leitner , Julian Schwazer , Doris Suppan , Reinhard Willfort , Ivan Dukic , Jeremias Fuchs , Manuel Henrich UNiQUARE Software Development GmbH
Pre-print
15:07
15m
Talk
Community-Driven Variability: Characterizing a new Software Variability Paradigm -- Summary
Journal First
Roman Bögli University of Bern, Alexander Boll University of Bern, Alexander Schultheiß Humboldt University of Berlin, Timo Kehrer University of Bern
Link to publication DOI Pre-print