Lagged interest rates are most useful for modeling the media effect.

The media effect captures the idea that borrowers do not instantly react to every market rate change. Instead, they often respond with a delay as information spreads, borrowers notice rate changes, and refinancing decisions are made over time.

Past interest rates therefore help explain the delayed impact of rate movements on prepayments.