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Competition-based crowdsourcing software development: a multi-method study from a customer perspective
Stol, Klaas-Jan; Caglayan, Bora; Fitzgerald, Brian
Crowdsourcing is emerging as an alternative outsourcing strategy which is gaining increasing attention in the software engineering community. However, crowdsourcing software development involves complex tasks which differ significantly from the micro-tasks that can be found on crowdsourcing platforms such as Amazon Mechanical Turk which are much shorter in duration, are typically very simple, and do not involve any task interdependencies. To achieve the potential benefits of crowdsourcing in the software development context, companies need to understand how this strategy works, and what factors might affect crowd participation. We present a multi-method qualitative and quantitative theory-building research study. Firstly, we derive a set of key concerns from the crowdsourcing literature as an initial analytical framework for an exploratory case study in a Fortune 500 company. We complement the case study findings with an analysis of 13,602 crowdsourcing competitions over a ten-year period on the very popular Topcoder crowdsourcing platform. Drawing from our empirical findings and the crowdsourcing literature, we propose a theoretical model of crowd interest and actual participation in crowdsourcing competitions. We evaluate this model using Structural Equation Modeling. Among the findings are that the level of prize and duration of competitions do not significantly increase crowd interest in competitions.
Keyword(s): crowdsourcing; software engineering; multi-method study; case study; sample study
Publication Date:
2017
Type: Journal article
Peer-Reviewed: Yes
Language(s): English
Institution: University of Limerick
Funder(s): Science Foundation Ireland
Citation(s): 15/IRG3293
IEEE Transactions on Software;
http://dx.doi.org/10.1109/TSE.2017.2774297
15/SIRG/3293
13/RC/2094
Publisher(s): IEEE Computer Society
First Indexed: 2019-02-10 06:26:13 Last Updated: 2019-02-10 06:26:13