Born in California, Bob McArthur graduated from the University of California at Davis before attending Princeton Theological Seminary, where he earned a Master of Divinity degree in 1969. Upon graduation, he married Susie, and they have five sons and a daughter who have given them eleven grandchildren, all living near their home in Mt. Holly, New Jersey.