We spend more time reading code than writing it. So if the code is more readable, it will obviously increase developer productivity.
Many people associate the readability of code with coding conventions like following standard naming conventions, closing files, DB resources, etc. When it comes to code reviews, most people focus on these trivial things only, like checking for naming convention violations or whether resources are properly released in a finally block.