An administrative data merging solution for dealing with missing data in a clinical registry: Adaptation from ICD-9 to ICD-10

BMC Medical Research Methodology

Volumn 8, Issue , 2008, Pages

  Southern, Danielle A ^a   Norris, Colleen M ^c   Quan, Hude ^a   Shrive, Fiona M ^a   Galbraith, P Diane ^a   Humphries, Karin ^d,e   Gao, Min ^d,e   Knudtson, Merril L ^b   Ghali, William A ^a,b  

^a UNIVERSITY OF CALGARY   (Canada)

^b UNIVERSITY OF CALGARY   (Canada)

^c UNIVERSITY OF ALBERTA   (Canada)

^d UNIVERSITY OF BRITISH COLUMBIA   (Canada)

^e PROVINCIAL HEALTH SERVICES AUTHORITY   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHM; ARTICLE; CLINICAL STUDY; CONFIDENCE INTERVAL; HEART; HEART CATHETERIZATION; INTERNATIONAL CLASSIFICATION OF DISEASES; METHODOLOGY; PATIENT CODING; PERFORMANCE; PREVALENCE; REGISTER; RISK FACTOR; STATISTICAL ANALYSIS; VALIDATION STUDY; ADOLESCENT; ADULT; AGED; CANADA; CLASSIFICATION; COMORBIDITY; HEART MUSCLE ISCHEMIA; HUMAN; INFORMATION PROCESSING; MEDICAL RECORD; MIDDLE AGED; MORTALITY; RISK ASSESSMENT; STANDARD; STATISTICAL MODEL; STATISTICS; UTILIZATION REVIEW;

ADOLESCENT; ADULT; AGED; ALBERTA; ALGORITHMS; COMORBIDITY; DATA COLLECTION; HEART CATHETERIZATION; HUMANS; INTERNATIONAL CLASSIFICATION OF DISEASES; MEDICAL RECORDS; MIDDLE AGED; MODELS, STATISTICAL; MYOCARDIAL ISCHEMIA; REGISTRIES; RISK ASSESSMENT; RISK FACTORS;

EID: 39149116309     PISSN: None     EISSN: 14712288     Source Type: Journal    
DOI: 10.1186/1471-2288-8-1     Document Type: Article

References (13)

1. Dealing With Missing Data in Observational Health Care Outcome Analyses. CM Norris WA Ghali ML Knudtson CD Naylor LD Saunders, J Clin Epi 2000 53 377 83 10.1016/S0895-4356(99)00181-X
2. Individual-Level and Neighborhood-Level Income Measures: Agreement and Association With Outcomes in a Cardiac Disease Cohort. DA Southern L McLaren P Hawe ML Knudtson WA Ghali for the APPROACH Investigators, Med Care 2005 43 1116 1122 10.1097/01.mlr.0000182517.57235.6d 16224305
3. Association between completeness of percutaneous coronary revascularization and post-procedure outcomes. CS McLellan WA Ghali M Labinaz R Davis D Galbraith D Southern F Shrive ML Knudtson for the APPROACH Investigators, Am Heart J 2005 150 4 800 806 10.1016/j.ahj.2004.10.037 16209985
4. Relation of T-Axis Abnormalities to Coronary Artery Disease and Survival after Cardiac Catheterization. K Alagiakrishnan JD Beitel MM Graham DA Southern ML Knudtson WA Ghali RT Tsuyuki for the APPROACH Investigators, Am J Cardiol 96 639 642 2005 Sep 1; 10.1016/j.amjcard.2005.04.034 16125485
5. Cardiac Care Network of Canada. http://www.ccn.on.ca
6. Revascularization use and survival outcomes after cardiac catheterization in British Columbia and Alberta. CR Thompson KH Humphries M Gao PD Galbraith C Norris RG Carere ML Knudtson WA Ghali Canadian Cardiovascular Outcomes Research Team, Can J Cardiol 2004 20 14 1417 23 15614334
7. Comparability of Cause and Death Between ICD-9 and ICD-10: Preliminary Estimates. RN Anderson AM Minino DL Hoyert HM Rosenberg, National Vital Statistics Reports 2001 49 2 1 32
8. CIHI website. http://secure.cihi.ca/cihiweb/dispPage.jsp?cw_page= codingclass_icd10_e
9. Coding Algorithms for Defining Comorbidities in ICD-9-CM and ICD-10 Administrative Data. H Quan V Sundararajan P Halfon A Fong B Burnand J-C Luthi LD Saunders CA Beck TE Feasby WA Ghali, Med Care 2005 43 11 1130 1139 10.1097/01.mlr.0000182534.19832.83 16224307
10. Overview of the Alberta Provincial Project for Outcome Assessment in Coronary Heart Disease. WA Ghali ML Knudtson, Can J Cardiol 2000 16 10 1225 1230 11064296
11. Adapting a Clinical Comorbidity Index for use With ICD-9-CM Administrative Databases. RA Deyo DC Cherkin MA Ciol, J Clin Epidemiol 1992 45 6 613 9 10.1016/0895-4356(92)90133-8 1607900
12. Multiple Imputation versus Data Enhancement for Dealing with Missing Data in Observational Health Care Outcome Analyses. PD Faris WA Ghali R Brant CM Norris PD Galbraith ML Knudtson, J Clin Epidemiol 2002 55 184 91 10.1016/S0895-4356(01)00433-4 11809357
13. Validity of information on comorbidity derived from ICD-9-CCM administrative data. H Quan GA Parsons WA Ghali, Med Care 2002 40 8 675 85 10.1097/00005650-200208000-00007 12187181