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Tuesday April 14, 2026 2:15pm - 3:45pm PDT
This study explores the factors influencing public sector employees’ comfort with using artificial intelligence (AI) tools for financial decision-making. Leveraging an extended Unified Theory of Acceptance and Use of Technology (UTAUT) framework, the research analyzes survey data from 1,994 respondents to identify key predictors of AI comfort. The study examines four core constructs—perceived usefulness, effort expectancy, financial planning behavior, and organizational support—alongside demographic and socioeconomic controls. Using ordinal logistic regression, the findings reveal that comfort with AI is more strongly associated with confidence in AI-generated outputs, frequency of AI interaction, and perceived organizational readiness than with traditional demographic factors. Surprisingly, perceived utility of AI in retirement planning was negatively associated with comfort, suggesting a disconnect between expected benefits and user trust. The study highlights the importance of trust-building, exposure, and institutional support in fostering AI adoption. Implications include the need for user-centered design, targeted training, and policy initiatives that promote digital financial literacy. These insights contribute to the growing body of research on technology acceptance and offer practical guidance for organizations seeking to integrate AI into consumer financial services.

Author(s): Richard Stebbins, Zhikun Liu
Presenters
avatar for Richard Stebbins

Richard Stebbins

Assistant Professor, University of Alabama
Richard Stebbins started his career working in the financial planning profession at a boutique firm specializing in college professors. His clients inspired him to pursue a career in academia and he has been sharing what he has learned with students for over a decade. He has written... Read More →
avatar for Zhikun Liu

Zhikun Liu

Vice President, Head of Research, MissionSquare
Zhikun Liu, Ph.D., CFP®, is an experienced financial planning research director, specializing in retirement planning, behavioral economics, and wealth management. He currently serves as Vice President and Head of the MissionSquare Research Institute at MissionSquare Retirement. Dr... Read More →
Tuesday April 14, 2026 2:15pm - 3:45pm PDT
Pacific I

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