Social and Behavioral Sciences Commons^™

Beyond The Surface: A Novel In-Game Behavioral Observation Matrix To Assess Video Game Expertise, Sam A. Leif

UNLV Theses, Dissertations, Professional Papers, and Capstones

In the evolving landscape of gaming, a need for reliable methods to differentiate expertise levels among players has emerged. This study defines experts by their exceptional skills, domain-specific knowledge, and successful application of these attributes in complex situations. Unlike conventional methods that rely on self-reported experience for expertise stratification, this research proposes a shift towards systematic behavioral observation for a more reliable assessment of expertise. The Model of Domain Learning (MDL) facilitates empirical differentiation between novice, competent, and expert categories, allowing for appropriate stratification. Drawing from digital proxemics theory and adapted from the behavioral assessment matrix used by McCreery and …