Beyond Code: Empirical Insights into How Team Dynamics Influence OSS Project Selection

Fuente: arXiv
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Autores principales: Nirmani, Shashiwadana, Khalajzadeh, Hourieh, Shahin, Mojtaba, Liu, Xiao
Formato: Preprint
Publicado: 2026
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author Nirmani, Shashiwadana
Khalajzadeh, Hourieh
Shahin, Mojtaba
Liu, Xiao
author_facet Nirmani, Shashiwadana
Khalajzadeh, Hourieh
Shahin, Mojtaba
Liu, Xiao
contents Open-source software (OSS) development relies on effective collaboration among distributed contributors. Yet, current OSS project recommendation systems primarily emphasize technical attributes, overlooking the collaboration and community aspects that influence contributors' decisions to join and remain in projects. This study investigates how team dynamics within OSS communities influence project selection and how these preferences vary across contributors' motivations. We conducted an online survey with 198 OSS practitioners, combining quantitative and qualitative analyses to capture contributors' perceptions of team dynamics. The results reveal that communication-related team dynamics such as responsiveness, tone, and clarity of replies are consistently prioritized across practitioners. However, the relative importance of these team dynamics differs according to contributors' motivations. For instance, practitioners motivated by gaining reputation or networking preferred inclusive project communities that encouraged diverse participation. These findings highlight that understanding how team dynamics align with contributors' motivations provides valuable insights into practitioners' project selection behaviour. Those insights can inform the design of future human-aware project recommendation systems that better account for social collaboration quality and motivational fit.
format Preprint
id arxiv_https___arxiv_org_abs_2602_11692
institution arXiv
publishDate 2026
record_format arxiv
spellingShingle Beyond Code: Empirical Insights into How Team Dynamics Influence OSS Project Selection
Nirmani, Shashiwadana
Khalajzadeh, Hourieh
Shahin, Mojtaba
Liu, Xiao
Software Engineering
Open-source software (OSS) development relies on effective collaboration among distributed contributors. Yet, current OSS project recommendation systems primarily emphasize technical attributes, overlooking the collaboration and community aspects that influence contributors' decisions to join and remain in projects. This study investigates how team dynamics within OSS communities influence project selection and how these preferences vary across contributors' motivations. We conducted an online survey with 198 OSS practitioners, combining quantitative and qualitative analyses to capture contributors' perceptions of team dynamics. The results reveal that communication-related team dynamics such as responsiveness, tone, and clarity of replies are consistently prioritized across practitioners. However, the relative importance of these team dynamics differs according to contributors' motivations. For instance, practitioners motivated by gaining reputation or networking preferred inclusive project communities that encouraged diverse participation. These findings highlight that understanding how team dynamics align with contributors' motivations provides valuable insights into practitioners' project selection behaviour. Those insights can inform the design of future human-aware project recommendation systems that better account for social collaboration quality and motivational fit.
title Beyond Code: Empirical Insights into How Team Dynamics Influence OSS Project Selection
topic Software Engineering
url https://arxiv.org/abs/2602.11692