Substance abuse is where people are addicted to drugs. People can become addicted to both illicit drugs and/or pharmaceutical drugs.
People suffering from substance abuse are sometimes introduced to A.A., or other 12 step programs, even though they are not "alcoholics".
Conversely, some professionals refer to alcoholism as substance abuse or chemical dependency.