The authors rightfully recognize, however, that the coefficient on debt growth may be biased upward because of reverse causality – that is, causality might run from higher economic growth to higher debt growth, because when desired purchases increase, households and business finance them by borrowing more.
Another way of stating the problem is that the debt-growth coefficient may not only reflect the affects of changes in credit supply but also changes in the demand for credit.