Validity of cerebrovascular ICD-9-CM codes in healthcare administrative databases. The Umbria Data-Value Project

被引:16
作者
Orso, Massimiliano [1 ,2 ]
Cozzolino, Francesco [1 ,2 ]
Amici, Serena [3 ]
De Giorgi, Marcello [4 ]
Franchini, David [4 ]
Eusebi, Paolo [1 ]
Heymann, Anna Julia [5 ]
Lombardo, Guido [6 ]
Mengoni, Anna [2 ]
Montedori, Alessandro [1 ]
Ambrosio, Giuseppe [2 ]
Abraha, Iosief [1 ,7 ]
机构
[1] Reg Hlth Author Umbria, Hlth Planning Serv, Perugia, Italy
[2] Univ Perugia, Sch Med, Santa Maria Misericordia Hosp, Div Cardiol, Perugia, Italy
[3] USL Umbria, Cognit Disorder & Dementia Unit, Perugia, Italy
[4] Reg Hlth Author Umbria, Hlth ICT Serv, Perugia, Italy
[5] Ist Zooprofilatt Sperimentale Umbria & March, Perugia, Italy
[6] Univ Perugia, Dept Surg & Biomed Sci, Perugia, Italy
[7] Azienda Osped Perugia, Ctr Reg Sangue, Serv Immunotrasfus, Perugia, Italy
来源
PLOS ONE | 2020年 / 15卷 / 01期
关键词
ISCHEMIC-STROKE; GUIDELINES; MANAGEMENT; ACCURACY; PROFESSIONALS; EPIDEMIOLOGY; DRUGS;
D O I
10.1371/journal.pone.0227653
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background Validation of administrative databases for cerebrovascular diseases is crucial for epidemiological, outcome, and health services research. The aim of this study was to validate ICD-9 codes for hemorrhagic or ischemic stroke in administrative databases, to use them for a comprehensive assessment of the burden of disease in terms of major outcomes, such as mortality, hospital readmissions, and use of healthcare resources. Methods We considered the hospital discharge abstract database of the Umbria Region (890,000 residents). Source population was represented by patients aged >18 discharged from hospital with a diagnosis of hemorrhagic or ischemic stroke between 2012 and 2014 using ICD-9-CM codes in primary position. We randomly selected and reviewed medical charts of cases and non-cases from hospitals. For case ascertainment we considered symptoms and instrumental tests reported in the medical charts. Diagnostic accuracy measures were computed using 2x2 tables. Results We reviewed 767 medical charts for cases and 78 charts for non-cases. Diagnostic accuracy measures were: subarachnoid hemorrhage: sensitivity (SE) 100% (95% CI: 97%-100%), specificity (SP) 96% (90-99), positive predictive value (PPV) 98% (93-100), negative predictive value (NPV) 100% (95-100); intracerebral hemorrhage: SE 100% (97-100), SP 98% (91-100), PPV 98% (94-100), NPV 100% (95-100); other and unspecified intracranial hemorrhage: SE 100% (97-100), SP 96% (90-99), PPV 98% (93-100), NPV 100% (95-100); ischemic stroke due to occlusion and stenosis of precerebral arteries: SE 99% (94-100), SP 66 (57-75), PPV 70% (61-77), NPV 99% (93-100); occlusion of cerebral arteries: SE 100% (97-100), SP 87% (78-93), PPV 91% (84-95), NPV 100% (95-100); acute, but ill-defined, cerebrovascular disease: SE 100% (97-100), SP 78% (69-86), PPV % 83 (75-89), NPV 100% (95-100). Conclusions Case ascertainment for both ischemic and hemorrhagic stroke showed good or high levels of accuracy within the regional healthcare databases in Umbria. This database can confidently be employed for epidemiological, outcome, and health services research related to any type of stroke.
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页数:15
相关论文
共 30 条
[21]   Time trends in the coprescribing of cisapride and contraindicated drugs in Umbria, Italy [J].
Raschetti, R ;
Maggini, M ;
Da Cas, R ;
Popoli, P ;
Rossi, A .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2001, 285 (14) :1840-1841
[22]  
Reker DM, 2001, J REHABIL RES DEV, V38, P281
[23]   Validation of chronic obstructive pulmonary disease (COPD) diagnoses in healthcare databases: a systematic review protocol [J].
Rimland, Joseph M. ;
Abraha, Iosief ;
Luchetta, Maria Laura ;
Cozzolino, Francesco ;
Orso, Massimiliano ;
Cherubini, Antonio ;
Dell'Aquila, Giuseppina ;
Chiatti, Carlos ;
Ambrosio, Giuseppe ;
Montedori, Alessandro .
BMJ OPEN, 2016, 6 (06)
[24]   Accuracy of ICD-9 codes in identifying ischemic stroke in the General Hospital of Lugo di Romagna (Italy) [J].
Rinaldi, R ;
Vignatelli, L ;
Galeotti, M ;
Azzimondi, G ;
de Carolis, P .
NEUROLOGICAL SCIENCES, 2003, 24 (02) :65-69
[25]   Epidemiology of stroke in Italy [J].
Sacco, Simona ;
Stracci, Fabrizio ;
Cerone, Davide ;
Ricci, Stefano ;
Carolei, Antonio .
INTERNATIONAL JOURNAL OF STROKE, 2011, 6 (03) :219-227
[26]   Measuring accuracy of discharge diagnoses for a region-wide surveillance of hospitalized strokes [J].
Spolaore, P ;
Brocco, S ;
Fedeli, U ;
Visentin, C ;
Schievano, E ;
Avossa, F ;
Milan, G ;
Toso, V ;
Vanuzzo, D ;
Pilotto, L ;
Pessina, AC ;
Bonita, R .
STROKE, 2005, 36 (05) :1031-1034
[27]  
Stevens E., 2017, The Burden of Stroke in Europe
[28]   Cohort study of hepatotoxicity associated with nimesulide and other non-steroidal anti-inflammatory drugs [J].
Traversa, G ;
Bianchi, C ;
Da Cas, R ;
Abraha, I ;
Menniti-Ippolito, F ;
Venegoni, M .
BMJ-BRITISH MEDICAL JOURNAL, 2003, 327 (7405) :18-22
[29]  
West SL., 2012, Pharmacoepidemiology, VFifth, P757
[30]   Probable inference, the law of succession, and statistical inference [J].
Wilson, EB .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1927, 22 :209-212