Akbulut-Bailey, A.Y., Looney, C.A. and Poston, R.S. 2013. "Personalization Systems for Decisions Involving Risk: The Interactive Effects of User Personality and Suggestive Guidance," Journal of Information Technology Management (24:4), pp. 34-50.
This study designs and tests a personalization system that considers the interactive
effects of user personality and suggestive guidance in a decision-making situation
involving risk. The system suggests a specific course of action that varies in congruency
with the users' natural risk taking tendencies. Findings suggest that when the system
suggests a risk-seeking course of action, both high and low propensity users assume
greater risks, with high risk propensity users taking significantly greater risks
than low risk propensity users. Regardless of risk propensity, however, all users
make conservative decisions when the system suggests a risk-averse course of action.
Providing mismatched offerings to risk-seeking users nullifies the effects of risk
propensity. The modality of suggestive guidance embedded in a personalization system
influences the decisions of different personality types in unique ways. Theoretical
and practical implications are discussed.