TY - JOUR
T1 - Idea Convergence Quality in Open Innovation Crowdsourcing
T2 - A Cognitive Load Perspective
AU - Cheng, Xusen
AU - Fu, Shixuan
AU - de Vreede, Triparna
AU - de Vreede, Gert Jan
AU - Seeber, Isabella
AU - Maier, Ronald
AU - Weber, Barbara
N1 - Publisher Copyright:
© 2020, © 2020 Taylor & Francis Group, LLC.
PY - 2020/4/2
Y1 - 2020/4/2
N2 - Open innovation crowdsourcing enables online crowds to quickly generate a plethora of creative ideas. A key challenge is the convergence of ideas for further consideration from massive numbers of candidate ideas with diverse quality. Based on Cognitive Load Theory, we executed a laboratory experiment to test the associations between three types of cognitive load manipulations and idea convergence outcomes. Our findings show that germane cognitive load positively correlates with idea convergence quality, satisfaction with process, and satisfaction with outcome. Intrinsic cognitive load is negatively associated with satisfaction with process and satisfaction with outcome, while extraneous cognitive load negatively correlates only with satisfaction with outcome. We further identified the positive moderation role of knowledge self-efficacy, perceived goal clarity, and need for cognition on the relationships between germane cognitive load and idea convergence quality. Our findings can inform open innovation organizers when designing tasks and interventions to improve convergence outcomes.
AB - Open innovation crowdsourcing enables online crowds to quickly generate a plethora of creative ideas. A key challenge is the convergence of ideas for further consideration from massive numbers of candidate ideas with diverse quality. Based on Cognitive Load Theory, we executed a laboratory experiment to test the associations between three types of cognitive load manipulations and idea convergence outcomes. Our findings show that germane cognitive load positively correlates with idea convergence quality, satisfaction with process, and satisfaction with outcome. Intrinsic cognitive load is negatively associated with satisfaction with process and satisfaction with outcome, while extraneous cognitive load negatively correlates only with satisfaction with outcome. We further identified the positive moderation role of knowledge self-efficacy, perceived goal clarity, and need for cognition on the relationships between germane cognitive load and idea convergence quality. Our findings can inform open innovation organizers when designing tasks and interventions to improve convergence outcomes.
KW - Cognitive load
KW - goal clarity
KW - idea convergence
KW - idea crowdsourcing
KW - knowledge self-efficacy
KW - open innovation
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U2 - 10.1080/07421222.2020.1759344
DO - 10.1080/07421222.2020.1759344
M3 - Article
AN - SCOPUS:85087456787
SN - 0742-1222
VL - 37
SP - 349
EP - 376
JO - Journal of Management Information Systems
JF - Journal of Management Information Systems
IS - 2
ER -