Turning private vices into collective virtues: a simple model and an experiment on the SourceForge development community
This paper deals with the allocation of effort across the different software projects that collectively make up the Open Source Software ’ecology’. Free/Libre Open Source Software projects share many features with pure public goods; nonetheless, projects often compete for ’success’ inside the FOSS community at large. The central research question of this paper is then, how do developers choose where to direct their efforts amongst the thousands of existing software projects? How come developers choose to launch new projects when established alternatives are available? Why is the vast majority of Open Source projects a failure? The paper proposes a simple dynamic stochastic model that addresses these issues. Following methodological insight from Duffy (2006), we combine agent based simulations with human subjects lab experiments. As a benchmark, the model is simulated using a simple agent-based code assuming optimizing behaviour and risk neutrality at all times on the part of identical agents. The assumptions on optimal behaviour are then tested in the lab with human subjects, showing persistent and systematic biases in human behaviour: human players tend to be risk propense and to attach value to a label of ’project leadership’. These systematic biases are then built into a new round of simulations, showing a drastically better ﬁt with the real picture, as implied by data from the SourceForge. net dataset, and an enhancement of the evolutionary characteristics of the model (higher project quality in time). Results hints to the fact that in Open Source communities high risk propensity and excessive attachment to one’s own project can be collectively beneﬁcial. FOSS communities appear able to harness the efforts of thousands of developers, turning their risk propension and overconﬁdence into a collective gain.
|Date of creation:||29 Jun 2009|
|Contact details of provider:|| Postal: Via Conservatorio 7, I-20122 Milan - Italy|
Phone: +39 02 50321522
Fax: +39 02 50321505
Web page: http://www.demm.unimi.it
More information through EDIRC
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Francesco Rullani, 2006. "Dragging developers towards the core," KITeS Working Papers 190, KITeS, Centre for Knowledge, Internationalization and Technology Studies, Universita' Bocconi, Milano, Italy, revised Feb 2007.
When requesting a correction, please mention this item's handle: RePEc:mil:wpdepa:2009-14. See general information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (DEMM Working Papers)
If references are entirely missing, you can add them using this form.