Validation of diagnostic codes within medical services claims

被引:367
作者
Wilchesky, M
Tamblyn, RM
Huang, A
机构
[1] McGill Univ, Dept Epidemiol & Biostat, Montreal, PQ H3A 1A3, Canada
[2] McGill Univ, Ctr Hlth, Dept Med, Montreal, PQ H3A 1A1, Canada
[3] McGill Univ, Ctr Hlth, Dept Med, Div Geriatr, Montreal, PQ H3A 1A3, Canada
基金
英国医学研究理事会;
关键词
diagnositc codes; Medical Services claims;
D O I
10.1016/S0895-4356(03)00246-4
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Objectives: Few studies have attempted to validate the diagnostic information contained within medical service claims data, and only a small proportion of these have attempted to do so using the medical chart as a gold standard. The goal of this study is to determine the sensitivity and specificity of medical services claims diagnoses for surveillance of 14 drug disease contraindications used in drug utilization review, the Charlson comorbidity index and the Johns Hopkins Adjusted Care Group Case-Mix profile (ADGs). Study Design and Setting: Diagnoses were abstracted from the medical charts of 14,980 patients, and were used as the "gold standard," against which diagnoses obtained from the administrative database for the same patients were compared. Results: Conditions associated with drug disease contraindications with the exception of hypertension and chronic obstructive pulmonary disease (COPD) showed a specificity of 90% or higher. Sensitivity of claims data was substantially lower, with glaucoma, hypertension, and diabetes being the most sensitive conditions at 76, 69, and 64%, respectively. Each of the 18 disease conditions contained in the Charlson comorbidity index showed high specificity, but sensitivity was more variable among conditions as well as by coding definitions. Although ADG specificity was also high, the vast majority of ADGs had sensitivities of less than 60%. Conclusion: The administrative data was found to have diagnoses and conditions that were highly specific but that vary greatly by condition in terms of sensitivity. To appropriately obtain diagnostic profiles, it is recommended that data pertaining to all physician billings be used. (C) 2004 Elsevier Inc. All rights reserved.
引用
收藏
页码:131 / 141
页数:11
相关论文
共 73 条
  • [41] *RAMQ, 2000, TABLEAU 2 13 NOBRE P
  • [42] BINOMIAL REGRESSION WITH MONOTONE SPLINES - A PSYCHOMETRIC APPLICATION
    RAMSAY, JO
    ABRAHAMOWICZ, M
    [J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1989, 84 (408) : 906 - 915
  • [43] Performance of the ACG case-mix system in two Canadian provinces
    Reid, RJ
    MacWilliam, L
    Verhulst, L
    Roos, N
    Atkinson, M
    [J]. MEDICAL CARE, 2001, 39 (01) : 86 - 99
  • [44] RETHANS JJ, 1994, BRIT J GEN PRACT, V44, P153
  • [45] Estimating the burden of disease - Comparing administrative data and self-reports
    Robinson, JR
    Young, TK
    Roos, LL
    Gelskey, DE
    [J]. MEDICAL CARE, 1997, 35 (09) : 932 - 947
  • [46] ADAPTING A CLINICAL COMORBIDITY INDEX FOR USE WITH ICD-9-CM ADMINISTRATIVE DATA - DIFFERING PERSPECTIVES
    ROMANO, PS
    ROOS, LL
    JOLLIS, JG
    [J]. JOURNAL OF CLINICAL EPIDEMIOLOGY, 1993, 46 (10) : 1075 - 1079
  • [47] Romanow R.J, 2002, COMMISSION FUTURE HL
  • [48] HOW GOOD ARE THE DATA - RELIABILITY OF ONE HEALTH-CARE DATA-BANK
    ROOS, LL
    ROOS, NP
    CAGEORGE, SM
    NICOL, JP
    [J]. MEDICAL CARE, 1982, 20 (03) : 266 - 276
  • [49] USING ADMINISTRATIVE DATA TO PREDICT IMPORTANT HEALTH OUTCOMES - ENTRY TO HOSPITAL, NURSING-HOME, AND DEATH
    ROOS, NP
    ROOS, LL
    MOSSEY, J
    HAVENS, B
    [J]. MEDICAL CARE, 1988, 26 (03) : 221 - 239
  • [50] Evaluating diagnosis-based case-mix measures: How well do they apply to the VA population?
    Rosen, AK
    Loveland, S
    Anderson, JJ
    Rothendler, JA
    Hankin, CS
    Rakovski, CC
    Moskowitz, MA
    Berlowitz, DR
    [J]. MEDICAL CARE, 2001, 39 (07) : 692 - 704