However, they also find that in the long run macroeconomic variables do indeed explain much of the movement of the long-term bond yields, and the “level” factor responds strongly to macroeconomic variables. For instance, their identification results indicate that the changes in households’ consumption preferences induce large, persistent, and significant shifts in the level of the yield curve.