Exploring the effectiveness of open-source donation platform: An
empirical study on Opencollective
Abstract
In recent years, with the development of the open-source community,
various open-source donation platforms have emerged. These platforms
effectively alleviate the financial pressures faced by open-source
projects through diversified funding sources and flexible donation
methods. As one of the most representative open-source donation
platforms, Opencollective has garnered widespread attention from both
the open-source community and academia. Although Opencollective claims
to provide more funding opportunities for open-source projects, the
extent to which it effectively addresses the financial challenges faced
by these projects remains unclear. While there have been studies on the
effectiveness of traditional donation models, research on the
effectiveness of emerging donation platforms such as Opencollective is
still limited. Given that a large number of open-source projects are
urgently seeking donations, understanding the effectiveness of donations
through Opencollective is crucial for these projects. To address this
gap, we have made an early step in this direction. This paper conducts a
comprehensive study on the effectiveness of donations through the
Opencollective, employing a combination of quantitative and qualitative
analysis and identifies the following key findings: (1) Opencollective
attracts a diverse group of participants, including individual donors,
sponsors, contributors, and project managers, with individual donors
constituting the largest group. Most donations are concentrated in the
range of $5 to $10, indicating that the platform largely relies on
small but frequent donations from individuals. (2) Only about 26.61% of
open-source projects receive donations through Opencollective, with
approximately 64.38% of these projects receiving a total donation
amount of less than $50,000. The likelihood of receiving donations
increases with project scale, maturity and the number of stars. Among
projects that have received donations, larger projects with stronger
social media promotion, greater attention and more issues are more
likely to receive additional donations. (3) The positive impact of
donations on project development and spend activities is significant
only in the short term, with no notable long-term effects. In contrast,
donations do not have a significant short-term impact on community
engagement. Although the long-term effect is slightly positive, it is
not statistically significant. (4) The main shortcomings of
Opencollective include insufficient project management and collaboration
features, inadequate user experience and interface design, high
transaction fees, and a lack of transparency in fund allocation and
usage. Our findings provide significant theoretical support and
practical recommendations for the effectiveness of emerging donation
platforms and the sustainable development of open-source projects.