3 papers
cs.HC2026
"If You're Very Clever, No One Knows You've Used It": The Social Dynamics of Developing Generative AI Literacy in the Workplace
Qing Nancy Xia, Marios Constantinides, Advait Sarkar +2
Generative AI (GenAI) tools are rapidly transforming knowledge work, making AI literacy a critical priority for organizations. However, research on AI literacy lacks empirical insi…
cs.HC2025
The Paradox of Spreadsheet Self-Efficacy: Social Incentives for Informal Knowledge Sharing in End-User Programming
Qing Nancy Xia, Advait Sarkar, Duncan P. Brumby +1
Informal Knowledge Sharing (KS) is vital for end-user programmers to gain expertise. To better understand how personal (self-efficacy), social (reputational gains, trust between co…
cs.HC2025
"How do you even know that stuff?": Barriers to expertise sharing among spreadsheet users
Qing Nancy Xia, Advait Sarkar, Duncan Brumby +1
Spreadsheet collaboration provides valuable opportunities for learning and expertise sharing between colleagues. Sharing expertise is essential for the retention of important techn…