TY - JOUR
T1 - Exploring a Convergence Technique on Ideation Artifacts in Crowdsourcing
AU - de Vreede, Gert Jan
AU - Briggs, Robert O.
AU - de Vreede, Triparna
N1 - Publisher Copyright:
© 2021, The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.
PY - 2022/6
Y1 - 2022/6
N2 - Convergence is a collaborative activity in which members of group focus on what they consider the most promising or important contributions resulting from an ideation activity. Convergence is critical in helping a group focus their efforts on issues that are worthy of further attention. In the current study, we further research in this area by exploring and characterizing the effects of a particular convergence intervention, the FastFocus technique, in the context of a crowdsourcing project. We conducted an exploratory case study of artifacts generated by a crowd of managers addressing a real problem identification and clarification task in a large financial services organization. Using an online crowdsourcing tool, a professional facilitator led participants during preset periods through a convergence activity that focused on the brainstorming contributions that had been generated prior. To better understand the effects of the convergence technique on the group’s ideas, we compared the raw problem statements to the final output of the convergence activities in terms of the number of unique ideas present, as well as the ambiguity of the ideas. Using the FastFocus convergence technique reduced the number of concepts by 76%. Ambiguity was reduced from 45% in the set of problem statements to 3% in the converged set of problem statements. We demonstrate with these findings that the outcomes of group convergence processes in real settings can be measured, enabling future research which seeks to evaluate and understand convergence in groups. Aspects of brainstorming instructions were also identified that may make it possible to reduce the ambiguity of problem statements.
AB - Convergence is a collaborative activity in which members of group focus on what they consider the most promising or important contributions resulting from an ideation activity. Convergence is critical in helping a group focus their efforts on issues that are worthy of further attention. In the current study, we further research in this area by exploring and characterizing the effects of a particular convergence intervention, the FastFocus technique, in the context of a crowdsourcing project. We conducted an exploratory case study of artifacts generated by a crowd of managers addressing a real problem identification and clarification task in a large financial services organization. Using an online crowdsourcing tool, a professional facilitator led participants during preset periods through a convergence activity that focused on the brainstorming contributions that had been generated prior. To better understand the effects of the convergence technique on the group’s ideas, we compared the raw problem statements to the final output of the convergence activities in terms of the number of unique ideas present, as well as the ambiguity of the ideas. Using the FastFocus convergence technique reduced the number of concepts by 76%. Ambiguity was reduced from 45% in the set of problem statements to 3% in the converged set of problem statements. We demonstrate with these findings that the outcomes of group convergence processes in real settings can be measured, enabling future research which seeks to evaluate and understand convergence in groups. Aspects of brainstorming instructions were also identified that may make it possible to reduce the ambiguity of problem statements.
KW - Collaboration
KW - Collaboration engineering
KW - Convergence
KW - Crowdsourcing
KW - Facilitation
KW - Information overload
KW - ThinkLets
UR - http://www.scopus.com/inward/record.url?scp=85102567806&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85102567806&partnerID=8YFLogxK
U2 - 10.1007/s10796-021-10120-0
DO - 10.1007/s10796-021-10120-0
M3 - Article
AN - SCOPUS:85102567806
SN - 1387-3326
VL - 24
SP - 1041
EP - 1054
JO - Information Systems Frontiers
JF - Information Systems Frontiers
IS - 3
ER -