Digital Skinner Box: Research on the Interaction Mechanism between Gambler's Fallacy and Availability Heuristic in Labubu Blind Box Consumption in the Algorithmic Era

Abstract

Labubu's blind box products have continued to move away from their original categorical product properties as toys. Instead, they have become highly volatile financial assets. Conventional consumer psychology perspectives are unable to explain this phenomenon. This study uses neuroeconomics, probability theory, and algorithmic communication studies to assist in integrating various areas of study. Data penetrating the surface shows that the "variable ratio reinforcement" design of blind boxes is by no means a simple random reward, but a precise manufacturing of the dopaminergic system's "prediction error" to maintain addiction. Consumers are deeply mired in "negative expected value" (negative EV) games yet are completely unaware, which is rooted in the cognitive distortion regarding independent events (gambler's fallacy) and social media algorithms using survivorship bias to drastically amplify the "availability heuristic" effect. The two interlock into a closed-loop system of "induction—reinforcement—lock-in," leading to the systemic solidification of irrational decision-making. The article does not stop at theoretical disassembly, but based on bounded rationality theory, evaluates the limitations of the current regulatory framework, and proposes a new path for regulatory governance targeting algorithm auditing and probability visualization design.