The primary mechanism by which PNIPAM enhances catalytic reactions is through its LCST behavior. By incorporating catalytic sites within or on the surface of PNIPAM, the polymer can facilitate reactions at lower temperatures and allow for easy catalyst recovery at higher temperatures. This minimizes the loss of catalytic material and improves the overall efficiency of the catalytic process.