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P2 Onboarding vs. Diversity, Productivity and Quality — Empirical Study of the OpenStack Ecosystem

入门引导 vs. 多样性、生产力与质量——OpenStack 生态系统的实证研究
ICSE 2021 IEEE/ACM 43rd International Conference on Software Engineering (ICSE)2021匹配度 1/10 · 该论文是开源软件生态中新人 onboarding 的实证研究,关注贡献者多样性、生产力与质量,与用户画像中的静态分析、LLM/Agent、浮点程序分析、贝叶斯程序分析等核心方向基本无关。虽然涉及开发者工具与开源协作,但研究问题和方法均不在用户追踪的 PL/AI 交叉领域内。引用 26 inbox
Armstrong Foundjem, Ellis Eghan, Bram Adams
crossref: 2026-09-12dblp: 2026-09-12

AI 速览

一句话:通过观察 OpenStack 新人引导活动并挖掘仓库数据,实证揭示 onboarding 对贡献者多样性、生产力与质量的影响。

开源软件生态的可持续性依赖持续招募新贡献者,但新成员入门(onboarding)过程及其社会技术收益缺乏实证认识。本文以 OpenStack 为对象,首先对一次 onboarding 活动中的 72 名新贡献者进行观察研究,整理教学内容、教学策略、入门挑战与预期收益;随后挖掘代码变更、评审记录和贡献者 issue,对比有无 onboarding 经历者在多样性、生产力和质量上的表现。结果显示,onboarding 与性别多样性(女性及非二元贡献者均约 65%)和补丁接受率(13.5%)显著正相关,并与首次提交时间及贡献的 bug 倾向显著负相关。

问题
开源生态如何通过 onboarding 新贡献者实现可持续发展,其过程及多样性、生产力、质量方面的收益与代价尚不明确。
方法
对 OpenStack onboarding 活动中 72 名新贡献者进行观察研究,并挖掘代码变更、评审和 issue 数据进行实证对比。
评估
通过观察归纳与仓库数据相关性分析,发现 onboarding 与性别多样性、补丁接受率正相关,与首次提交时间和 bug 倾向负相关。
原文摘要(Abstract)

Despite the growing success of open-source software ecosystems (SECOs), their sustainability depends on the recruitment and involvement of ever-larger contributors. As such, onboarding, i.e., the socio-technical adaptation of new contributors to a SECO, forms a significant aspect of a SECO's growth that requires substantial resources. Unfortunately, despite theoretical models and initial user studies to examine the potential benefits of onboarding, little is known about the process of SECO onboarding, nor about the socio-technical benefits and drawbacks of contributors' onboarding experience in a SECO. To address these, we first carry out an observational study of 72 new contributors during an OpenStack onboarding event to provide a catalog of teaching content, teaching strategies, onboarding challenges, and expected benefits. Next, we empirically validate the extent to which diversity, productivity, and quality benefits are achieved by mining code changes, reviews, and contributors' issues with(out) OpenStack onboarding experience. Among other findings, our study shows a significant correlation with increasing gender diversity (65% for both females and non-binary contributors) and patch acceptance rates (13.5%). Onboarding also has a significant negative correlation with the time until a contributor's first commit and bug-proneness of contributions.

链接与引用

DOI 原文 · DBLP

BibTeX
@inproceedings{FoundjemEA21,
  title = {Onboarding vs. Diversity, Productivity and Quality — Empirical Study of the OpenStack Ecosystem},
  author = {Armstrong Foundjem and Ellis Eghan and Bram Adams},
  booktitle = {ICSE},
  year = {2021},
  doi = {10.1109/icse43902.2021.00097}
}