According to the research of his relative James Johnston in the 1890s, Macmillan was the first to invent the pedal-driven bicycle. Johnston, a corn trader and tricyclist, had the firm aim, in his own words "to prove that to my native country of Dumfries belongs the honour of being the birthplace of the invention of the bicycle".