Robert W. Scott grew up in a politically active family in North Carolina, attending Duke University and graduating from NC State University. He served in the US Army Counter Intelligence Corps and was recognized by the National Grange. Scott spent several years in the public sector, including a term as governor, during which he established an Executive Cabinet. Later in his career, he focused on education and historic preservation, serving as President of the North Carolina Community College System and being honored for his contributions to state archives.

Robert W. Scott's political identity is shaped by a deep-rooted commitment to North Carolina's heritage and community colleges, coupled with a nuanced approach to regional economic interests. His tenure as governor, marked by handling racial violence, suggests a pragmatic yet principled stance on civil rights. Scott's involvement in historic preservation and agriculture, alongside his family's legacy, indicates a unique blend of traditionalism and forward-thinking regionalism.