He was born the son of Roger Barrow in the village of Dragley Beck, in the parish of Ulverston. He soon acquired a good knowledge of the Chinese language, on which he subsequently contributed interesting articles to the Quarterly Review; and the account of the embassy published by Sir George Staunton records many of Barrow's valuable contributions to literature and science connected with China.