A clergyman, Catcott was very influenced by the theologian John Hutchinson. However, Catcott's pamphlet summary of Hutchinson's theology, Tractatus, was unsuccessful, perhaps because it was overly technical and written entirely in Latin. When not preaching or schoolteaching, he published some well-received verse.