It is a good idea to swap chain and sprockets at the same time. Does the sprocket show wear ? How many miles do you have on your bike?
I went with the 43 Steel from JT sprocket, little more top end front stays down more than with a 44t, good price. https://www.amazon.com/gp/product/B0...?ie=UTF8&psc=1