Gary Stubblefield graduated from high school and later served on the County Line School District board. He spent several years in local governance, including a term in the Arkansas House of Representatives. Stubblefield has consistently opposed Medicaid expansion and advocated for weakening the state's freedom of information act. He has also been critical of refugee resettlement policies and sponsored legislation to prevent state and local enforcement of federal gun laws. Stubblefield has taken a firm stance against critical race theory in education and opposed the leadership of the Arkansas Department of Health during the COVID-19 pandemic.

Gary Stubblefield's political identity is marked by a staunch opposition to federal overreach, particularly in healthcare and education, while simultaneously advocating for controversial treatments during the COVID-19 pandemic. His legislative efforts to weaken transparency laws and restrict critical race theory education reveal a highly localized, ideologically driven approach. Stubblefield's surprising alignment with opposing factions on environmental regulations suggests a calculated strategy to protect regional industrial interests. His rhetorical style often juxtaposes populist appeals with contentious policy positions, creating a unique and intriguing political persona.