Gary Stubblefield completed his secondary education in Arkansas and later served on the County Line School District board. He transitioned from a career in cattle farming to a political role, holding a position in the Arkansas House of Representatives. Stubblefield has demonstrated a consistent stance against Medicaid expansion and advocated for restrictions on the state's freedom of information act. He has also been involved in legislative efforts regarding education, refugee resettlement, and federal gun laws, often taking positions that reflect a conservative viewpoint.

Gary Stubblefield's political identity is marked by a staunch opposition to Medicaid expansion and a desire to restrict transparency through weakened Freedom of Information acts. He exhibits a consistent resistance to progressive educational initiatives, such as the 1619 Project, and has taken a hardline stance against refugee resettlement in Arkansas. Stubblefield also champions nullification of federal gun laws within state boundaries, revealing a confrontational approach towards federal authority. His controversial support for ivermectin during the COVID-19 pandemic further underscores a tendency to prioritize ideological purity over scientific consensus.