USING DIGITAL NUDGES TO ENHANCE COLLECTIVE INTELLIGENCE IN ONLINE COLLABORATION: INSIGHTS FROM UNEXPECTED OUTCOMES

Pranav Gupta, Young Ji Kim, Ella Glikson, Anita Williams Woolley

Research output: Contribution to journalArticlepeer-review

2 Scopus citations

Abstract

The dramatic expansion of internet communication tools has led to the increased use of temporary online groups to solve problems, provide services, or produce new knowledge. However, many of these groups need help to collaborate effectively. The rapid development of new tools and collaboration forms requires ongoing experimentation to develop and test new ways to support this novel form of teamwork. Building on research demonstrating the use of nudges to shape behavior, we report the results of an experiment to nudge teamwork in 168 temporary online groups randomly assigned to one of four different nudge treatments. Each nudge was designed to spur one of three targeted collaborative processes (collaborator skill use, effective task strategy, and the level of collective effort) demonstrated to enhance collective intelligence in extant research. Our results support the basic notion that digitally nudging collaborative processes can improve collective intelligence. However, to our surprise, a couple of nudges had unintended negative effects and ultimately decreased collective intelligence. We discuss our results using structured speculation to systematically consider the conditions under which we would or would not expect the same patterns to materialize in order to clearly articulate directions for future research.

Original languageEnglish
Pages (from-to)393-408
Number of pages16
JournalMIS Quarterly: Management Information Systems
Volume48
Issue number1
DOIs
StatePublished - 1 Mar 2024
Externally publishedYes

Keywords

  • collaborative processes
  • collective effort
  • collective intelligence
  • Digital nudges
  • nudge design
  • structured speculation
  • team skill use
  • team task strategy

ASJC Scopus subject areas

  • Management Information Systems
  • Information Systems
  • Computer Science Applications
  • Information Systems and Management

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