Title :
Past Our Prime: A Study of Age and Play Style Development in Battlefield 3
Author :
Tekofsky, Shoshannah ; Spronck, Pieter ; Goudbeek, Martijn ; Plaat, Aske ; van den Herik, Jaap
Author_Institution :
Tilburg institute for Cognition and Communication, Tilburg University, Tilburg, Noord-Brabant, Netherlands
Abstract :
In recent decades, video games have come to appeal to people of all ages. The effect of age on how people play games is not fully understood. In this paper, we delve into the question how age relates to an individual´s play style. “Play style” is defined as any (set of) patterns in game actions performed by a player. Based on data from 10 416 Battlefield 3 players, we found that age strongly correlates to how people start out playing a game (initial play style), and to how they change their play style over time (play style development). Our data shows three major trends: 1) correlations between age and initial play style peak around the age of 20; 2) performance decreases with age; and 3) speed of play decreases with age. The relationship between age and play style may be explained by the neurocognitive effects of aging: as people grow older, their cognitive performance decays, their personalities shift to a more conscientious style, and their gaming motivations become less achievement-oriented.
Keywords :
Aging; Correlation; Data collection; Data mining; Games; History; Market research; Multiplayer games; user modeling;
Journal_Title :
Computational Intelligence and AI in Games, IEEE Transactions on
DOI :
10.1109/TCIAIG.2015.2393433