CMU-HCII-21-101 Human-Computer Interaction Institute School of Computer Science, Carnegie Mellon University
From Contests to Communities of Practice: Felicia Yan Ng January 2021 Ph.D. Thesis
In this dissertation, I address these inefficiencies by exploring an alternative approach to designing online innovation contests as communities of practice, in which many participants are encouraged to contribute their efforts to help and learn from one another, while collectively raising the quality of ideas. To explore this, I introduce new design interventions for inducing different types of participants in online innovation communities to exchange feedback on one another's innovation ideas in contests. Through five field studies in real-world online innovation contests, I test and identify the conditions under which each intervention is effective at engaging and benefiting participants and improving project quality. Specifically, I show that the introduction of new peer advisor programs, in which participants are explicitly invited and assigned to serve as feedback providers to specific project teams, elicits greater engagement between community members than standard collaboration mechanisms that are currently available on online innovation contest platforms. These successfully leverage more participant contributions by inducing a mutual exchange of benefits related to human capital development (e.g. learning, networking). However, meta-analyses across the five studies reveal that feedback only results in improvements to project quality when teams are matched with advisors who have relevant expertise in their project domains, and when feedback is exchanged during early stages in the contest process. In addition, helping feedback receivers process and incorporate feedback into project revisions also benefits project quality for participants who are not experts in their project domain. In summary, this work contributes: (1) a new approach for designing online innovation contests as communities of practice: specifically, by inducing participants to exchange feedback with one another, and (2) a conceptual framework of conditions under which feedback interventions are effective at engaging and benefiting participants as well as improving project quality. These contributions provide practical guidance to organizations and researchers who are looking to advance innovation strategies and understandings of collaboration in online communities.
171 pages
Jodi Forlizzi, Head, Human-Computer Interaction Institute
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