Title :
A Geography of Participation in IT-Mediated Crowds
Author :
Prpic, John ; Lemoine, Jean-Francois ; Shukla, Prashant ; Roth, Yannig
Abstract :
In this work we seek to understand how differences in location effect participation outcomes in IT-mediated crowds. To do so, we operationalize Crowd Capital Theory with data from a popular international creative crowd sourcing site, to determine whether regional differences exist in crowd sourcing participation outcomes. We present the results of our investigation from data encompassing 1,858,202 observations from 28,214 crowd members on 94 different projects in 2012. Using probit regressions to isolate geographic effects by continental region, we find significant variation across regions in crowd sourcing participation. In doing so, we contribute to the literature by illustrating that geography matters in respect to crowd participation. Further, our work illustrates an initial validation of Crowd Capital Theory as a useful theoretical model to guide empirical inquiry in the fast-growing domain of IT-mediated crowds.
Keywords :
regression analysis; social aspects of automation; ubiquitous computing; IT-mediated crowd; continental region; crowd capital theory; crowd sourcing participation; geographic effects; geography; international creative crowd sourcing site; probit regressions; regional differences; Communities; Companies; Context; Continents; Crowdsourcing; Geography;
Conference_Titel :
System Sciences (HICSS), 2015 48th Hawaii International Conference on
Conference_Location :
Kauai, HI
DOI :
10.1109/HICSS.2015.191