Since the publication of two Coding Clinics in 3Q 2016 pg 15, Chronic obstructive pulmonary disease with lobar pneumonia, and pg 15-16, Acute exacerbation of chronic obstructive pulmonary disease with pneumonia, there have been many questions as to what appeared to be conflicts with several official guidelines.