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Barton started his managerial career with Fleetwood Town in 2018, after serving as their assistant manager for three years. He guided the club to promotion from League Two in his first season in charge, and they finished third in League One in the 2019–20 season. Barton was sacked by Fleetwood in January 2021, after a run of poor results.