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Validity of administrative database code algorithms to identify vascular access placement, surgical revisions, and secondary patency.
Al-Jaishi, Ahmed A; Moist, Louise M; Oliver, Matthew J; Nash, Danielle M; Fleet, Jamie L; Garg, Amit X; Lok, Charmaine E.
Afiliação
  • Al-Jaishi AA; 1 Institute for Clinical Evaluative Sciences, Toronto, ON, Canada.
  • Moist LM; 2 Department of Clinical Epidemiology and Biostatistics, McMaster University, Hamilton, ON, Canada.
  • Oliver MJ; 3 Schulich School of Medicine & Dentistry, Western University, London, ON, Canada.
  • Nash DM; 4 Department of Medicine, University Health Network-Toronto General Hospital, Toronto, ON, Canada.
  • Fleet JL; 5 Sunnybrook Health Sciences Centre, Toronto, ON, Canada.
  • Garg AX; 1 Institute for Clinical Evaluative Sciences, Toronto, ON, Canada.
  • Lok CE; 2 Department of Clinical Epidemiology and Biostatistics, McMaster University, Hamilton, ON, Canada.
J Vasc Access ; 19(6): 561-568, 2018 Nov.
Article em En | MEDLINE | ID: mdl-29529926
ABSTRACT

BACKGROUND:

We assessed the validity of physician billing codes and hospital admission using International Classification of Diseases 10th revision codes to identify vascular access placement, secondary patency, and surgical revisions in administrative data.

METHODS:

We included adults (≥18 years) with a vascular access placed between 1 April 2004 and 31 March 2013 at the University Health Network, Toronto. Our reference standard was a prospective vascular access database (VASPRO) that contains information on vascular access type and dates of placement, dates for failure, and any revisions. We used VASPRO to assess the validity of different administrative coding algorithms by calculating the sensitivity, specificity, and positive predictive values of vascular access events.

RESULTS:

The sensitivity (95% confidence interval) of the best performing algorithm to identify arteriovenous access placement was 86% (83%, 89%) and specificity was 92% (89%, 93%). The corresponding numbers to identify catheter insertion were 84% (82%, 86%) and 84% (80%, 87%), respectively. The sensitivity of the best performing coding algorithm to identify arteriovenous access surgical revisions was 81% (67%, 90%) and specificity was 89% (87%, 90%). The algorithm capturing arteriovenous access placement and catheter insertion had a positive predictive value greater than 90% and arteriovenous access surgical revisions had a positive predictive value of 20%. The duration of arteriovenous access secondary patency was on average 578 (553, 603) days in VASPRO and 555 (530, 580) days in administrative databases.

CONCLUSION:

Administrative data algorithms have fair to good operating characteristics to identify vascular access placement and arteriovenous access secondary patency. Low positive predictive values for surgical revisions algorithm suggest that administrative data should only be used to rule out the occurrence of an event.
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Algoritmos / Grau de Desobstrução Vascular / Cateterismo Venoso Central / Derivação Arteriovenosa Cirúrgica / Bases de Dados Factuais / Mineração de Dados / Obstrução do Cateter / Demandas Administrativas em Assistência à Saúde / Oclusão de Enxerto Vascular Tipo de estudo: Etiology_studies / Prognostic_studies Limite: Adult / Aged / Aged80 / Female / Humans / Male / Middle aged País/Região como assunto: America do norte Idioma: En Revista: J Vasc Access Assunto da revista: ANGIOLOGIA Ano de publicação: 2018 Tipo de documento: Article País de afiliação: Canadá

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Algoritmos / Grau de Desobstrução Vascular / Cateterismo Venoso Central / Derivação Arteriovenosa Cirúrgica / Bases de Dados Factuais / Mineração de Dados / Obstrução do Cateter / Demandas Administrativas em Assistência à Saúde / Oclusão de Enxerto Vascular Tipo de estudo: Etiology_studies / Prognostic_studies Limite: Adult / Aged / Aged80 / Female / Humans / Male / Middle aged País/Região como assunto: America do norte Idioma: En Revista: J Vasc Access Assunto da revista: ANGIOLOGIA Ano de publicação: 2018 Tipo de documento: Article País de afiliação: Canadá