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Issue No.05 - Sept.-Oct. (2012 vol.16)
pp: 45-51
Oksana Tokarchuk , Free University of Bolzano
Roberta Cuel , University of Trento
Marco Zamarian , University of Trento
Organizations increasingly use crowdsourcing techniques to solve problems outside the reach of pure automatic computation. People's participation and willingness to contribute are thus critical issues that organizations and software designers must take into account when developing crowdsourcing solutions. Many studies examine motivations and incentives, often analyzing specific crowdsourcing initiatives or groups of contributors. Building on this evidence, and on findings in organizational theory and experimental economics, the authors' framework helps developers and organizations analyze a concrete situation and identify adequate sets of incentives before designing crowdsourcing platforms.
Internet, crowdsourcing platforms, crowd labor, incentives, motivations
Oksana Tokarchuk, Roberta Cuel, Marco Zamarian, "Analyzing Crowd Labor and Designing Incentives for Humans in the Loop", IEEE Internet Computing, vol.16, no. 5, pp. 45-51, Sept.-Oct. 2012, doi:10.1109/MIC.2012.66
1. J. Howe, "The Rise of Crowdsourcing," Wired, June 2006;
2. A.C. Rouse, "A Preliminary Taxonomy of Crowdsourcing," World Wide Web Internet and Web Information Systems, June 2006;
3. D. Geiger et al., "Managing the Crowd: Towards a Taxonomy of Crowdsourcing," The Processes Americas, vol. 1, no. 11, 2011, pp. 1–11.
4. E. Von Hippel, "Horizontal Innovation Networks — by and for Users," working paper 4366-02, MIT Sloan School of Management, 2002.
5. C. Wagner and P. Prasarnphanich, "Innovating Collaborative Content Creation: The Role of Altruism and Wiki Technology," Proc. 40th Ann. Hawaii Int'l Conf. System Sciences, IEEE Press, 2007, pp. 18–27.
6. C. Wiertz and K. de Ruyter, "Beyond the Call of Duty: Why Customers Contribute to Firm-Hosted Commercial Online Communities," Organization Studies, vol. 28, no. 3, 2007, pp. 347–376.
7. R. Cuel et al., "Motivation Mechanisms for Participation in Human-Driven Semantic Content Creation," Int'l J. Knowledge Eng. and Data Mining, vol. 1, no. 4, 2011, pp. 331–349.
8. N. Kaufmann, T. Schulze, and D. Veit, "More than Fun and Money, Worker Motivation in Crowdsourcing — A Study on Mechanical Turk," Proc. 17th Americas Conf. Information Systems, AIS, vol. 1, no. 11, 2011, pp. 1–11.
9. A.J. Quinn and B.B. Bederson, "Human Computation: A Survey and Taxonomy of a Growing Field," Proc. 2011 Ann. Conf. Human Factors in Computing Systems (CHI 11), ACM, 2011, pp. 1403–1412.
10. A. Kittur, E.H. Chi, and B. Suh, "Crowdsourcing User Studies with Mechanical Turk," Proc. 26th Ann. SIGCHI Conf. Human Factors in Computing Systems, ACM, 2008, pp. 453–456.
11. E.A. Locke and G.P. Latham, A Theory of Goal Setting and Task Performance, Prentice Hall, 1990.
12. C. Barnard, The Functions of the Executive, Harvard Univ. Press, 1938.
13. R.W. Griffin, Task Design: An Integrative Approach, Scott, Foresman, and Co., 1982.
14. F.P. Morgeson and S.E. Humphrey, "The Work Design Questionnaire (WDQ): Developing and Validating a Comprehensive Measure for Assessing Job Design and the Nature of Work," J. Applied Psychology, vol. 91, no. 6, 2006, pp. 1321–1339.
15. A. Colby, L. Sippola, and E. Phelps, "Social Responsibility and Paid Work in Contemporary American Life," Caring and Doing for Others: Social Responsibility in the Domains of Family, Work, and Community, A.S. Rossi ed., Univ. of Chicago Press, 1997, pp. 463–501.
16. H.A. Simon,, "Motivational and Emotional Controls of Cognition," Models of Thought, Yale Univ. Press, 1967, pp. 29–38.
17. M. Toda, "Emotions Viewed as Tightly Organized, Genetically Determined System of Behavior-Selection Programs," Motivation, Emotion, and Personality, J.T. Spence, and C.E. Izard eds., Elsevier Science Publishers, 1985, pp. 261–273.
18. M. Jensen, and W.H. Meckling, "Theory of the Firm: Managerial Behavior, Agency Costs and Ownership Structure," J. Financial Economics, vol. 3, no. 4, 1976, pp. 305–360.
19. S.A. Ross, "The Economic Theory of Agency: the Principal's Problems," Am. Economic Rev., vol. 62, May 1973, pp. 134–139.
20. C. Prendergast, "The Provision of Incentives in Firms," J. Economic Literature, vol. 37, no. 1, 1999, pp. 7–63.
21. D.B. Brabham, "Moving the Crowd at Threadless: Motivations for Participation in a Crowdsourcing Application," Information, Communication, & Society, vol. 13, no. 8, 2010, pp. 1122–1145.
22. P.L. Gay et al., "Moon Zoo: Making the Public Part of a Crater Survey Algorithm," European Planetary Science Congress Abstracts, 2011; 2011_Gayetal_EPSC_MoonZoo.pdf.
23. O. Tokarchuk et al., Methodology for Semantic Content Authoring, tech. report, deliverable 1.2.2, Insemtives, 2011; .
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