Here are some crazy reasons why your bounce rate is high;

You don’t write in good language
You have long and poorly constructed sentences
Your blog is very slow
You have shouting components on your blog
Too many ads
Your Post titles are misleading
Poor introduction
Poor internal linking strategy
Annoying pop-ups
Poor article formatting
Unprofessional theme
Poor writing style
Etc