When you apply for life insurance, your insurance company will generally use your medical history and previous life insurance applications to determine whether to accept or deny your application and how much your life insurance should cost. Insurance companies may have different policies regarding how far back into your medical history they look, but in some cases (e.g., prescription medication record), it could be several years.