ABSTRACT. Objective: Evolving privacy and confi dentiality regulations make achieving high completion rates in longitudinal studies challenging. Periodically reviewing the methods researchers use to retain participants throughout the follow-up period is important. We review the effectiveness of methods to maximize completion rates in a 1-year longitudinal study of repeat driving-under-the-infl uence (DUI) offenders. Method: During the course of 21 months, we attempted to follow-up with 704 participants of a licensed residential treatment facility for repeat DUI offenders. High rates of lifetime Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition, substance-use disorders (97.6%) and nonsubstance-or nongambling-related psychiatric disorders (44.5%) among the sample made tracking participants diffi cult. To locate participants and complete follow-up interviews, we obtained baseline information, contacted collaterals, sent mailed reminders, searched Internet databases, and gave a monetary incentive for completing study interviews. Results: We located 608 participants with active telephone numbers (87.4%) and completed interviews with 488 (70.1% of the entire eligible sample and 80.3% of those with active telephone numbers), after an average (SD) of 8.6 (9.1) calls (median = 5.0). Increasing the number of calls continued to yield additional completions at 10, 20, and 30 calls; at approximately 40 telephone calls, the potential return for additional calls did not justify the added effort. Conclusions: These results suggest that researchers need to (1) employ more than 10 telephone calls to adequately track diffi cult-to-follow substance-using populations, and (2) prepare for a subsample of participants who might require more extensive contact. These results highlight the importance of using empirical guidelines to plan estimates for the number of contacts needed to achieve an adequate follow-up completion rate. L ONGITUDINAL STUDIES ARE NECESSARY to investigate the antecedents, mediators, and consequences of various complex behavior patterns (e.g., substance-use disorders). However, attrition often limits the value of longitudinal research, particularly research with psychologically vulnerable and transient populations. High rates of attrition can compromise the external validity of study fi ndings, because those who drop out might differ from those who complete a study (Hansen, 1985). Researchers disagree as to what extent and at what percentage attrition endangers the reliability of study results.Longitudinal studies with samples of alcohol or illicit substance users refl ect this variation. We conducted a PsycINFO search of the peer-review literature published in 2007 using the term "substance abuse OR alcohol abuse OR drug abuse AND longitud* OR prospectiv*" to determine recent completion rates in studies similar in design to our own. Excluded were studies that did not use adult substance users or did not have follow-ups after 6 months or before 2 years. Although the mean, median, and modal compl...