British duo Phillip Price and Luke Donald also struggled on day four, slipping back from joint third overnight to a share of 17th after rounds of 77 left them on five under.
The left-handed Mickelson carded 69 to finish on 17-under for the fourrounds and win his second World Golf Championships event, following up his title at the CA Championship in Florida in March.