Document 1108 DOCN M9591108 TI Evaluating the quality of anonymous record linkage using deterministic procedures with the New York State AIDS registry and a hospital discharge file [see comments] DT 9509 AU Muse AG; Mikl J; Smith PF; New York State Department of Health, Albany 12237, USA. SO Stat Med. 1995 Mar 15-Apr 15;14(5-7):499-509. Unique Identifier : AIDSLINE MED/95312708 CM Comment in: Stat Med 1995 Mar 15-Apr 15;14(5-7):687-9 AB Linkage of same-person records across multiple databases relies on high-quality, uniformly available identifying information. These data quality issues become increasingly important when personal names are not available for record linkage. Using deterministic decision criteria, we linked records from two population-based files in the absence of personal names. The sensitivity of anonymous record linkage procedures ranged from 32 to 85 per cent for the two years studied, and the positive predictive value (PPV) ranged from 14 to 99 per cent. Decreasing sensitivity and PPV were primarily attributed to (1) errors in computerized identifying information and (2) the deterministic decision criteria specified for record linkage. An evaluation of the contribution of personal names to the quality of record linkage found no measurable impact. DE Acquired Immunodeficiency Syndrome/*EPIDEMIOLOGY Algorithms *Databases, Factual Disease Notification Female Hospital Information Systems Human Male Medical Record Linkage/METHODS/*STANDARDS New York/EPIDEMIOLOGY Patient Discharge/*STATISTICS & NUMER DATA Population Surveillance Predictive Value of Tests Quality Control Random Allocation *Registries Support, U.S. Gov't, P.H.S. JOURNAL ARTICLE SOURCE: National Library of Medicine. NOTICE: This material may be protected by Copyright Law (Title 17, U.S.Code).