Perceived Cognitive Assistance (PCA) in LLM-Augmented Retail Trading: Confirmatory Factor Analysis and Model Testing (Wave 2)
Abstract
Pre-registration for Wave 2 (CFA) of a scale-development project validating a 9-item Perceived Cognitive Assistance (PCA) measure for LLM-augmented retail trading. Tests measurement model confirmation, discriminant validity from perceived usefulness, and predictive validity for complexity-intention outcomes. Builds on Study 1 (qualitative), Study 2 (content validation, N = 48), and Wave 1 (EFA pilot, N = 69).
Fields of Study & Subjects
Technology Adoption and User Behaviour
AI in Service Interactions
Human-Automation Interaction and Safety
Publication details
- Publication date
- 1 January 2026
- Language
- EN
- Document type
- Preprint