Chatbots and Data Management: A Delicate Balance

Personalized services are becoming increasingly important for businesses, but managing user data concerns and creating effective personalized services has proven challenging. Research from the Swiss Federal Institute of Technology examined the role of chatbots in addressing these issues and found that users react differently to data management practices based on the level of service personalization.

Key Takeaways:

• The study manipulated privacy assurance statements made by chatbots to examine their effect on user data management outcomes and collaboration with the chatbot.
• The Elaboration Likelihood Model was used as the core theoretical anchoring to examine direct and indirect effects on user data management outcomes and collaboration with the chatbot.
• Results showed that when service personalization is low, privacy assurance statements activate the peripheral route, leading to a surface assessment of perceived information control.
• When service personalization is high, privacy assurance statements activate the central route, allowing users to weigh the information delivered at the start of the service interaction with that delivered at the services conclusion.
• The study supported this theoretical rationale with calculations of direct, indirect, and conditional indirect effects alongside tests of equivalency.
• Joseph Ollier, Marcia Nissen, and Florian von Wangenheim were among the researchers involved in the study.
• The use of chatbots in data management is a rapidly evolving field, and further research is needed to understand the complexities of user data management and personalized services.

Statistics:

• 172: The article number in which the research was published in the journal Computers In Human Behavior.
• 2025: The year in which the research was published.
• November 4, 2025: The date on which the news was reported by Information Technology Newsweekly.
• 1 GB: The location of the journal's publisher, Pergamon-elsevier Science Ltd, at The Boulevard, Langford Lane, Kidlington, Oxford OX5 1GB.
• 8006: The zip code of Joseph Ollier, Swiss Federal Institute of Technology, at Weinbergstr 56, Ch-8006 Zurich, Switzerland.

Sources:

• Rest Assured: the Influence of Chatbots' Assurance Statements and Service Outcome Personalization On User Data Management. Computers In Human Behavior, 2025;172.
• Computers In Human Behavior can be contacted at: Pergamon-elsevier Science Ltd, The Boulevard, Langford Lane, Kidlington, Oxford OX5 1GB, England (Elsevier - www.elsevier.com; Computers In Human Behavior - www.journals.elsevier.com/computers-in-human-behavior/).
• Swiss Federal Institute of Technology, Dept Management Technol & Econ, Chair Technol Mkt, Weinbergstr 56, Ch-8006 Zurich, Switzerland.