Title :
Knowledge Sourcing and Knowledge Consumption in Computer-Mediated Complex Decision Making
Author :
Twyman, Nathan W. ; Jenkins, Jeffrey L. ; Nunamaker, Jay F., Jr. ; Carl, Katherine
Author_Institution :
Univ. of Arizona, Tucson, AZ, USA
Abstract :
Individuals are turning increasingly toward web-based information sources as input for complex decisions. Gathering and evaluating decision criteria in an online context is enticing because of information availability and increased control over the process, but how do these factors impact performance? This study shows how an interaction effect between Social Comparison and Social Facilitation predicts and explains how decision making performance is influenced differently by an information consumption-only approach versus a consume-and-contribute approach. Results from an empirical evaluation indicate that publishing decision criteria and reasoning (e.g. in a forum, blog, or knowledge base) plays an important role in improving complex decision making performance.
Keywords :
Internet; decision making; Web-based information sources; computer-mediated complex decision making; knowledge consumption; knowledge sourcing; social comparison; social facilitation; Accuracy; Context; Decision making; Internet; Knowledge based systems; Knowledge engineering; Web sites;
Conference_Titel :
System Sciences (HICSS), 2011 44th Hawaii International Conference on
Conference_Location :
Kauai, HI
Print_ISBN :
978-1-4244-9618-1
DOI :
10.1109/HICSS.2011.276