Economic studies utilizing United States Census Bureau small area income and poverty estimates often highlight rural towns and certain eastern or southeastern municipalities in Oklahoma as experiencing the highest poverty rates. Towns such as Idabel or Hugo frequently record elevated percentages of families living below the federal poverty threshold. These local economies are often impacted by historical shifts in manufacturing, timber, and agricultural employment, resulting in lower median household incomes relative to booming metropolitan hubs like Oklahoma City or Tulsa.