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We identified five emerging research substreams: in-car game prototypes, gaming during automated driving, theoretical considerations for in-car gaming, effects of gaming while driving, and technology enabling in-car gaming. Furthermore, we provide an overview of the research's major characteristics about the game, gaming device, vehicle, and user. We reflect on trends recognized in our review, discuss contradictory results, for instance, regarding safety, and question whether a unique in-car gaming experience may exist. 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