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Travis Richardson

Publications and source records attributed to Travis Richardson.

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Emotional driving: Reference-dependent emotions and risky driving behavior after sporting events

Using average vehicle speed data in 10-minute increments at the Traffic Message Channel (TMC) location level, along with precise crash timing and location information, we analyze driving behavior around five Florida stadiums before and after NFL and NBA regular season games from 2015 to 2019. We find no evidence of emotional driving following NBA games, but strong and consistent effects following NFL games, concentrated in predicted-close games that end in disappointing home-team losses -- combining high pre-game suspense with negative outcome valence. These games are associated with significant increases in average vehicle speed within 3 km of stadiums during the first post-game hour, dissipating with increasing time and distance from the stadium. Average vehicle speed increases by up to 3 mph relative to predicted-close games that ended in a win -- an effect several times larger than the typical game day versus non-game day speed differential. Overall, our results highlight how the combination of sustained suspense and negative outcome valence in close sporting contests can spill over into risky post-game driving behavior, underscoring the behavioral and public safety implications of affective cues in large-scale sporting events.

econ.GN

Suspense and Surprise in European Football

A key criterion for evaluating sports competitions is their attractiveness to consumers. In this paper, we propose using match-level suspense and surprise, which capture the entertainment utility generated by competitive balance and outcome uncertainty for sports spectators, to assess attractiveness. Through simulations, we derive a benchmark range for suspense and surprise based on an otherwise balanced match with home advantage, before analyzing more than 25,000 matches from Europe's top five football leagues played between 2010/11 and 2023/24. Our findings reveal that mean match suspense is often lower than the benchmark range, particularly for top teams, while mean match surprise most often aligns with the benchmark. Moreover, we identify nuanced trends over time and highlight notable differences across leagues and clubs. These insights enhance our understanding of how the attractiveness of matches arises from competitive balance and carry important policy implications.

econ.GN