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Adjective: muddleheaded  'mú-d(u)l,he-did
  1. Stupid and confused
    "a confused puddingheaded, muddleheaded fellow";
    - addlebrained [informal], addlepated [informal], puddingheaded [informal]

See also: confused, fuddled