NAME: UMASS Aids Research Unit IMPACT Study [survival] (UISSURV.DAT) SIZE: 628 observations, 12 variables SOURCE: University of Massachusetts AIDS Research Unit (UMARU) IMPACT Study (UIS). Provided by Drs. Jane McCusker, Carol Bigelow and Anne Stoddard. REFERENCE: Hosmer, D.W. and Lemeshow, S. and May, S. (2008) Applied Survival Analysis: Regression Modeling of Time to Event Data: Second Edition, John Wiley and Sons Inc., New York, NY DESCRIPTIVE ABSTRACT: These data are presented in Table 1.3 of the reference text. Description of the Study This subset of of the UIS data was used extensively in the first edition of this text. UIS was a 5-year (1989-1994) collaborative research project (Benjamin F. Lewis, P.I., National Institute on Drug Abuse Grant #R18-DA06151) comprised of two concurrent randomized trials of residential treatment for drug abuse. The purpose of the study was to compare treatment programs of different planned durations designed to reduce drug abuse and to prevent high-risk HIV behavior. The UIS sought to determine whether alternative residential treatment approaches are variable in effectiveness and whether efficacy depends on planned program duration. These data were used to illustrate model building in the first edition of this book and are being retained for use in the second edition primarily for end of chapter exercises. The small subset of variables from the main study we use in this text is described below. DISCLAIMER: This data is also available at the following Wiley's FTP site: ftp//ftp.wiley.com/public/sci_tech_med/survival LIST OF VARIABLES: Variable Name Description Codes/Values ******************************************************************************************************************** 1 id Identification Code 1 - 628 2 age Age at Enrollment Years 3 beck Beck Depression Score 0.000 - 54.000 4 hercoc Heroin/Cocaine Use During 1 = Heroin & Cocaine 3 Months Prior to Admission 2 = Heroin Only 3 = Cocaine Only 4 = Neither Heroin 4 = Neither 5 ivhx IV Drug Use History at 1 = Never Admission 2 = Previous 3 = Recent 6 ndrugtx Number of Prior Drug 0 - 40 Treatments 7 race Subject's Race 0 = White 1 = Non-White 8 treat Treatment Randomization 0 = Short Assignment 1 = Long 9 site Treatment Site 0 = A 1 = B 10 los Length of Stay in Treatment Days (Admission Date to Exit Date) 11 time Time to Drug Relapse Days (Measured from Admission Date) 12 censor Event for Treating Lost to 1 = Returned to Drugs or Lost to Follow-Up Follow-Up as Returned to Drugs 0 = Otherwise