When my hands get exceptionally dry (usually from washing my hands too much with the wrong type of soap), I find using any moisturiser mixed with a bit of essential oil helps. You could probably use a bit of olive oil if you don't have essential oil. They go a bit greasy for a bit until it's all absorbed into your skin but find it does the trick for me.