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This experimental study investigated the short-term effects of action video game (AVG) training on arithmetic performance and their persistence over time. College students were randomly assigned to AVG and non-AVG training group. After a 40 min of video game training, the non-AVG group’s arithmetic performance increased, while the AVG group’s performance decreased, thus suggesting a possibility of short-term effects of a non-AVG on arithmetic performance. The short-term effects did not persist over time.