Difficulty periodically adjusts based on the average frequency at which blocks have been solved in the last few days. If more hashing power joins the network, difficulty rises. The value of a share is inversely proportional to network difficulty, so if difficulty rises share value goes down.
Mining is definitely not something for everybody these days. It is only profitable for those who have access to the most efficient mining hardware and, most importantly, cheap electricity.