Interpreting Literary Works

I have read a lot of literary analysis of poems, short stories, and novels over the past year. Each analysis finds some deep meaning to the literary piece; this can relate to some form of allusion, metaphor, archetype, or symbolism. What is not certain is whether the authors meant for those meanings to be there. If it is intentional, how well can their writing be if the purpose is so clear?