Title
Characterizing Human vs. Automated Coaching: Preliminary Results
Abstract
Some have argued that human skills and abilities are essential to effective health coaching and cannot be replicated by conversational agents. We sought to understand the differences in interaction patterns between two group of participants. In one group, participants messaged with a wizard-of-oz (woz) conversational health coach. In the other group, participants messaged with an actual health coach who was given the same script as the agent, but encouraged to deviate from the script when necessary. We found that conversational patterns differed between the groups, with longer conversations in the human coach group. However, participants were not more likely to respond to messages from the human coach than the woz agent, and were more likely to proactively message the woz agent than the human coach. We discuss implications for the design of conversational health coaches.
Year
DOI
Venue
2020
10.1145/3334480.3383081
CHI '20: CHI Conference on Human Factors in Computing Systems Honolulu HI USA April, 2020
Keywords
DocType
ISBN
Conversational agents, health coaching, wizard-of-oz
Conference
978-1-4503-6819-3
Citations 
PageRank 
References 
0
0.34
0
Authors
3
Name
Order
Citations
PageRank
Elliot G. Mitchell145.88
Rosa Maimone2509.07
Lena Mamykina3112498.05