One reason federal courts follow precedent is that

Lower court judges have less expertise than members of the Supreme Court

The Fourteenth Amendment requires it to avoid conflict with state courts

The practice of "stare decisis" was making decisions chaotic

Equal justice requires similar cases to be decided the same way