English

Measuring affective states from technical debt: A psychoempirical software engineering experiment

Software Engineering 2021-05-04 v3

Abstract

Software engineering is a human activity. Despite this, human aspects are under-represented in technical debt research, perhaps because they are challenging to evaluate. This study's objective was to investigate the relationship between technical debt and affective states (feelings, emotions, and moods) from software practitioners. Forty participants (N = 40) from twelve companies took part in a mixed-methods approach, consisting of a repeated-measures (r = 5) experiment (n = 200), a survey, and semi-structured interviews. The statistical analysis shows that different design smells (strong indicators of technical debt) negatively or positively impact affective states. From the qualitative data, it is clear that technical debt activates a substantial portion of the emotional spectrum and is psychologically taxing. Further, the practitioners' reactions to technical debt appear to fall in different levels of maturity. We argue that human aspects in technical debt are important factors to consider, as they may result in, e.g., procrastination, apprehension, and burnout.

Keywords

Cite

@article{arxiv.2009.10660,
  title  = {Measuring affective states from technical debt: A psychoempirical software engineering experiment},
  author = {Jesper Olsson and Erik Risfelt and Terese Besker and Antonio Martini and Richard Torkar},
  journal= {arXiv preprint arXiv:2009.10660},
  year   = {2021}
}

Comments

50 pages, 11 figures, submitted to Empirical Software Engineering

R2 v1 2026-06-23T18:43:28.680Z