Decoding Dark Patterns: An Empirical Analysis of Their Impact on User Trust, Decision-Making, and Digital Behavior

Abstract

Dark patterns are deceptive interface layout strategies used to control user behavior and influence selection making in digital environments. these manipulative practices are increasingly observed across e-commerce structures, subscription services, social media packages, and on line marketplaces to enhance user engagement and conversion overall performance. This have a look at evaluates the effect of darkish pattern interfaces on user believe, transparency, usability, and behavioral outcomes via a comparative experimental framework concerning moral UI and darkish pattern UI prototypes. Simulated interplay records representing forty participant instances had been analysed the usage of behavioral and perceptual metrics inclusive of conversion charge, navigation corrections, unintended choices, believe notion, and pride scores. Comparative statistical  evaluation revealed that darkish pattern interfaces enhance short-time period conversion behavior but appreciably reduce user believe, transparency notion, and universal usability pride. The findings spotlight the exchange-off among behavioral optimisation and moral user enjoy layout while emphasizing the importance of obvious and user-targeted digital interface practices. The proposed framework additionally contributes toward information the behavioral influence of manipulative interfaces and supports the developing demand for moral UX layout standards in contemporary digital ecosystems.