 McFarland grew tremendously during the Great Depression of the 1930s, then the population tapered off during World War II.In 1950, Highway 99 (then U.S. Route 99), the major corridor of the Central Valley, was constructed, which ended up dividing the town into an east side and west side.McFarland incorporated as a city in the summer of 1957.