Because of the limitations of the study, it can't be concluded that tight underwear causes infertility. But if you're trying for a baby, it can't hurt to try switching to boxers. Other ways men can increase their chances of conceiving include moderating their alcohol consumption, stopping smoking, exercising regularly, and having a healthy, balanced diet.