Visible to the public How Personification and Interactivity Influence Stress-Related Disclosures to Conversational Agents

TitleHow Personification and Interactivity Influence Stress-Related Disclosures to Conversational Agents
Publication TypeConference Paper
Year of Publication2018
AuthorsSannon, Shruti, Stoll, Brett, DiFranzo, Dominic, Jung, Malte, Bazarova, Natalya N.
Conference NameCompanion of the 2018 ACM Conference on Computer Supported Cooperative Work and Social Computing
PublisherACM
Conference LocationNew York, NY, USA
ISBN Number978-1-4503-6018-0
Keywordschatbots, conversation agents, conversational agent, conversational agents, disclosure, Human Behavior, interactivity, Metrics, personification, pubcrawl, Scalability, Stress
AbstractIn this exploratory study, we examine how personification and interactivity may influence people's disclosures around sensitive topics, such as psychological stressors. Participants (N=441) shared a recent stressful experience with one of three agent interfaces: 1) a non-interactive, non-personified survey, 2) an interactive, non-personified chatbot, and 3) an interactive, personified chatbot. We coded these responses to examine how agent type influenced the nature of the stressor disclosed, and the intimacy and amount of disclosure. Participants discussed fewer homelife related stressors, but more finance-related stressors and more chronic stressors overall with the personified chatbot than the other two agents. The personified chatbot was also twice as likely as the other agents to receive disclosures that contained very little detail. We discuss the role played by personification and interactivity in interactions with conversational agents, and implications for design.
URLhttp://doi.acm.org/10.1145/3272973.3274076
DOI10.1145/3272973.3274076
Citation Keysannon_how_2018