I have the same problem . My doctor advise me that I have to wash hand with Cetaphil gentle skin cleaner and them put on Cetaphil Moisturizing Cream ( All of them can be bought in Manning and cost only around HKD60).After washing my hand, I have to put on cream again.
It works for me.