Chart validation of inpatient ICD-9-CM administrative diagnosis codes for ischemic stroke among IGIV users in the Sentinel Distributed Database

被引:8
作者
Ammann, Eric M. [1 ]
Leira, Enrique C. [1 ,2 ]
Winiecki, Scott K. [3 ]
Nagaraja, Nandakumar [2 ]
Dandapat, Sudeepta [2 ]
Carnahan, Ryan M. [1 ]
Schweizer, Marin L. [2 ,4 ]
Torner, James C. [1 ]
Fuller, Candace C. [5 ,6 ]
Leonard, Charles E. [7 ]
Garcia, Crystal [5 ,6 ]
Pimentel, Madelyn [5 ,6 ]
Chrischilles, Elizabeth A. [1 ]
机构
[1] Univ Iowa, Coll Publ Hlth, Iowa City, IA USA
[2] Univ Iowa, Carver Coll Med, Iowa City, IA USA
[3] US FDA, Ctr Drug Evaluat & Res, Silver Spring, MD USA
[4] Iowa City VA Hlth Care Syst, Iowa City, IA USA
[5] Harvard Med Sch, Boston, MA USA
[6] Harvard Pilgrim Hlth Care Inst, Boston, MA USA
[7] Univ Penn, Perelman Sch Med, Philadelphia, PA 19104 USA
关键词
administrative data; cerebrovascular disease; chart validation; ischemic stroke; positive predictive value; INTERNATIONAL-CLASSIFICATION; ATHEROSCLEROSIS RISK; HEALTH DATA; DISEASE; COMMUNITIES; MEDICARE; VALIDITY; CLAIMS;
D O I
10.1097/MD.0000000000009440
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
The Sentinel Distributed Database (SDD) is a large database of patient-level medical and prescription records, primarily derived from insurance claims and electronic health records, and is sponsored by the U.S. Food and Drug Administration for drug safety assessments. In this chart validation study, we report on the positive predictive value (PPV) of inpatient ICD-9-CM acute ischemic stroke (AIS) administrative diagnosis codes (433.x1, 434.xx, and 436) in the SDD.As part of an assessment of the risk of thromboembolic adverse events following treatment with intravenous immune globulin (IGIV), charts were obtained for 131 potential post-IGIV AIS cases. Charts were abstracted by trained nurses and then adjudicated by stroke experts using pre-specified diagnostic criteria.Case status could be determined for 128 potential AIS cases, of which 34 were confirmed. The PPVs for the inpatient AIS diagnoses recorded in the SDD were 27% overall [95% confidence interval (95% CI): 19-35], 60% (95% CI: 32-84) for principal-position diagnoses, 42% (95% CI: 28-57) for secondary diagnoses, and 6% (95% CI: 2-15) for position-unspecified diagnoses (which in the SDD generally originate from separate physician claims associated with an inpatient stay).Position-unspecified diagnoses were unlikely to represent true AIS cases. PPVs for principal and secondary inpatient diagnosis codes were higher, but still meaningfully lower than estimates from prior chart validation studies. The low PPVs may be specific to the IGIV user study population. Additional research is needed to assess the validity of AIS administrative diagnosis codes in other study populations within the SDD.
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页数:6
相关论文
共 22 条
[1]   A systematic review of validated methods for identifying cerebrovascular accident or transient ischemic attack using administrative data [J].
Andrade, Susan E. ;
Harrold, Leslie R. ;
Tjia, Jennifer ;
Cutrona, Sarah L. ;
Saczynski, Jane S. ;
Dodd, Katherine S. ;
Goldberg, Robert J. ;
Gurwitz, Jerry H. .
PHARMACOEPIDEMIOLOGY AND DRUG SAFETY, 2012, 21 :100-128
[2]  
[Anonymous], 2015, MIN THROMB EV IMM AD
[3]  
[Anonymous], 2004, ICD9CM
[4]  
[Anonymous], 2006, ICD9CM
[5]   Inaccuracy of the International Classification of Diseases (ICD-9-CM) in identifying the diagnosis of ischemic cerebrovascular disease [J].
Benesch, C ;
Witter, DM ;
Wilder, AL ;
Duncan, PW ;
Samsa, GP ;
Matchar, DB .
NEUROLOGY, 1997, 49 (03) :660-664
[6]   The organizational structure and governing principles of the Food and Drug Administration's Mini-Sentinel pilot program [J].
Forrow, Susan ;
Campion, Daniel M. ;
Herrinton, Lisa J. ;
Nair, Vinit P. ;
Robb, Melissa A. ;
Wilson, Marcus ;
Platt, Richard .
PHARMACOEPIDEMIOLOGY AND DRUG SAFETY, 2012, 21 :12-17
[7]   Accuracy of ICD-9-CM coding for the identification of patients with acute ischemic stroke - Effect of modifier codes [J].
Goldstein, LB .
STROKE, 1998, 29 (08) :1602-1604
[8]  
Health Information Policy Council, 1985, FED REGISTER, V50, P31038
[9]   Validity of Hospital Discharge Diagnosis Codes for Stroke The Atherosclerosis Risk in Communities Study [J].
Jones, Sydney A. ;
Gottesman, Rebecca F. ;
Shahar, Eyal ;
Wruck, Lisa ;
Rosamond, Wayne D. .
STROKE, 2014, 45 (11) :3219-3225
[10]   Comparison of Medicare Claims Versus Physician Adjudication for Identifying Stroke Outcomes in the Women's Health Initiative [J].
Lakshminarayan, Kamakshi ;
Larson, Joseph C. ;
Virnig, Beth ;
Fuller, Candace ;
Allen, Norrina Bai ;
Limacher, Marian ;
Winkelmayer, Wolfgang C. ;
Safford, Monika M. ;
Burwen, Dale R. .
STROKE, 2014, 45 (03) :815-821