Research Archive

2 articles

When Personalization Becomes Persuasion: Disclosure, Autonomy, and Conversion in Generative-AI Advertising

2025 · 33 min read

When Personalization Becomes Persuasion: Disclosure, Autonomy, and Conversion in Generative-AI Advertising

Generative AI enables advertisers to customize content on a per-person basis with minimal additional expense. The ability to make things seem more relevant can also diminish the persuasive message and reduce consumer choice. This study investigates the influence of personalization intensity and disclosure of AI generated content on the perceived relevance, manipulation, autonomy, trust, and conversion intention. A simulation-based 2 × 2 online experiment was designed using 1,248 synthetic respon

Generative AI Advertising and Consumer BehaviourView Abstract →
The Augmentation Trap in Analytics Teams: Short-Run AI Productivity, Skill Erosion, and Decision Resilience

2025 · 46 min read

The Augmentation Trap in Analytics Teams: Short-Run AI Productivity, Skill Erosion, and Decision Resilience

AI can make analytics teams faster, but it can also be faster without human ability. A concept of augmentation trap is developed and tested in this study. The fallacy is that continuously using AI will enhance existing productions but will also decrease the ability to do analysis without AI and make people overly reliant on the AI system. The paper establishes the connections between human-AI complementarity, experiential learning, cognitive offloading, automation bias and organizational resilie

AI and Analytics WorkView Abstract →