Barnetby le Wold is a village and civil parish in North Lincolnshire, Lincolnshire, England, located between Brigg and Immingham. The village is also near Barton-upon-Humber. The population of the parish in the 2001 census was 1,593. This increased by 148 to 1,741 in the 2011 census.