Yes, time-barred debts can still appear on credit reports and negatively impact credit scores. Negative marks, such as late payments and collections, can remain on a credit report for a specific length of time. To improve your credit score, you can dispute inaccurate or outdated information on your credit reports and take steps toward credit repair.