In general, one-to-one statistical matching tends to perform better than matching at the group level. In other words, matching individuals with other individuals is more effective than matching groups with groups. For statistical matching to be successful, observations are required on variables statistically related to the dependent variable. In our psychiatric patient example, matching the intervention group mem¬bers with the comparison group members might include diagnosis, gender, race, age, medication, treating physician, and physical health.