How Developers and Managers Define and Trade Productivity for Quality
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Abstract (arXiv)
In this paper, we present the findings from a survey study to investigate how developers and managers define and trade-off developer productivity and software quality (two related lenses into software development). We found that developers and managers, as cohorts, are not well aligned in their views of what it means to be productive (developers think of productivity in terms of activity, while more managers think of productivity in terms of performance). We also found that developers are not accurate at predicting their managers' views of productivity. In terms of quality, we found that individual developers and managers have quite varied views of what quality means to them, but as cohorts they are closely aligned in their different views, with the majority in both groups defining quality in terms of robustness. Over half of the developers and managers reported that quality can be traded for higher productivity and why this trade-off can be justified, while one third consider quality as a necessary part of productivity that cannot be traded. We also present a new descriptive framework for quality, TRUCE, that we synthesize from the survey responses. We call for more discussion between developers and managers about what they each consider as important software quality attributes, and to have open debate about how software quality relates to developer productivity and what trade-offs should or should not be made.
Key facts. Cited by 3 papers in the map (data through 14 Oct 2026). First posted on arXiv 8 Nov 2021.
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Citing papers per year: 2025: 3.
3 papers.
- 2025Speed at the Cost of Quality: How Cursor AI Increases Short-Term Velocity and Long-Term Complexity in Open-Source Projectscited by 24
- 2025The Impact of LLM-Assistants on Software Developer Productivity: A Systematic Review and Mapping Studycited by 4
- 2025SpaceX: Exploring metrics with the SPACE model for developer productivitycited by 0
- 2025SpaceX: Exploring metrics with the SPACE model for developer productivity26 Nov 2025
- 2025Speed at the Cost of Quality: How Cursor AI Increases Short-Term Velocity and Long-Term Complexity in Open-Source Projects6 Nov 2025
- 2025The Impact of LLM-Assistants on Software Developer Productivity: A Systematic Review and Mapping Study3 Jul 2025