Bumps on the arms that are itchy are most commonly associated with dermatitis and eczema, but can also manifest with a variety of other conditions, including bacterial infections, fungal infections, viral infections, parasites, psoriasis, and lichen planus. Patients should seek prompt medical attention for a clear diagnosis and targeted treatment.