Is there a statute of limitations for collecting money loaned to someone

Yes, but it varies from state to state.  In New York, it is six years from the date the debt was due (unless a shorter limitations period is agreed to in the loan documents or some other agreement).  If there is no due date, it would be six years from the date the lender first demanded repayment. It may be a shorter period in Ohio.