Arthritis and osteoarthritis diseases are often confused because of the similarity of names. Yes, and both conditions affect the joints (e. g. arthritis and osteoarthritis of the knee joint). Affected joints become inflamed, swollen, and painful. Otherwise, they are completely different diseases.