Investigating Writing Professionals' Relationships with GenAI: How Combined Perceptions of Rivalry and Collaboration Shape Work Practices and Outcomes

要旨

This study investigates how professional writers' complex relationship with GenAI shapes their work practices and outcomes. Through a cross-sectional survey with writing professionals (n=403) in diverse roles, we show that collaboration and rivalry orientation are associated with differences in work practices and outcomes. Rivalry is primarily associated with relational crafting and skill maintenance. Collaboration is primarily associated with task crafting, productivity, and satisfaction, at the cost of long-term skill deterioration. Combination of the orientations (high rivalry and high collaboration) reconciles these differences, while boosting the association with the outcomes. Our findings argue for a balanced approach where high levels of rivalry and collaboration are essential to shape work practices and generate outcomes aimed at the long-term success of the job. We present key design implications on how to increase friction (rivalry) and reduce over-reliance (collaboration) to achieve a more balanced relationship with GenAI.

著者
Rama Adithya Varanasi
New York University, New York City, New York, United States
Oded Nov
New York University, New York, New York, United States
Batia Mishan. Wiesenfeld
New York University, New York, New York, United States

会議: CHI 2026

ACM CHI Conference on Human Factors in Computing Systems

セッション: Critical Reflections on AI

P1 - Room 121
7 件の発表
2026-04-14 20:15:00
2026-04-14 21:45:00