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Effects of Adopting Code Review Bots on Pull Requests to OSS Projects

机译:采用代码审查程序对OSS项目的拉取请求的影响

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Software bots, which are widely adopted by Open Source Software (OSS) projects, support developers on several activities, including code review. However, as with any new technology adoption, bots may impact group dynamics. Since understanding and anticipating such effects is important for planning and management, we investigate how several activity indicators change after the adoption of a code review bot. We employed a regression discontinuity design on 1,194 software projects from GitHub. Our results indicate that the adoption of code review bots increases the number of monthly merged pull requests, decreases monthly non-merged pull requests, and decreases communication among developers. Practitioners and maintainers may leverage our results to understand, or even predict, bot effects on their projects’ social interactions.
机译:开源软件(OSS)项目广泛采用的软件bot在各种活动(包括代码检查)中为开发人员提供支持。但是,与采用任何新技术一样,漫游器可能会影响团队动态。由于了解和预测此类影响对于计划和管理非常重要,因此我们研究了采用代码审查机器人后几个活动指标如何发生变化。我们对来自GitHub的1,194个软件项目进行了回归不连续性设计。我们的结果表明,采用代码审查漫游器会增加每月合并的合并请求的数量,减少每月未合并的合并请求,并减少开发人员之间的通信。从业者和维护者可以利用我们的结果来理解甚至预测机器人对其项目社交互动的影响。

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