 Lathom appears to have travelled extensively, visiting New York and Philadelphia and attempting to publish two novels in 1820.He also travelled in France and Italy, eventually settling in rural Scotland with the Rennie family, where he died in Aberdeenshire in 1832.He was buried under the name of 'Mr James Francis' in a plot in Fyvie churchyard belonging to the Rennie family.