Identifying obstructive sleep apnea in administrative data: A study of diagnostic accuracy

Anesthesiology

Volumn 123, Issue 2, 2015, Pages 253-263

  McIsaac, Daniel I ^a   Gershon, Andrea ^b   Wijeysundera, Duminda ^c   Bryson, Gregory L ^a   Badner, Neal ^d   Van Walraven, Carl ^e  

^a UNIVERSITY OF OTTAWA   (Canada)

^b UNIVERSITY OF TORONTO   (Canada)

^c ST MICHAEL'S HOSPITAL   (Canada)

^d UNIVERSITY OF BRITISH COLUMBIA   (Canada)

^e UNIVERSITY OF OTTAWA   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; AIRWAY PRESSURE; ARTICLE; CHRONIC DISEASE; DIAGNOSTIC ACCURACY; DIAGNOSTIC PROCEDURE; DIAGNOSTIC TEST ACCURACY STUDY; FEMALE; HEALTH INSURANCE; HOSPITALIZATION; HUMAN; ICD-10; MAJOR CLINICAL STUDY; MALE; MIDDLE AGED; PHYSICIAN; PREVALENCE; PRIORITY JOURNAL; SCIENCE; SLEEP DISORDERED BREATHING; AGED; CANADA; COHORT ANALYSIS; FACTUAL DATABASE; HOSPITAL MANAGEMENT; POLYSOMNOGRAPHY; SLEEP APNEA, OBSTRUCTIVE; STANDARDS; STATISTICS AND NUMERICAL DATA; VALIDATION STUDY;

ADULT; AGED; COHORT STUDIES; DATABASES, FACTUAL; FEMALE; HOSPITAL ADMINISTRATION; HUMANS; MALE; MIDDLE AGED; ONTARIO; POLYSOMNOGRAPHY; SLEEP APNEA, OBSTRUCTIVE;

EID: 84942433414     PISSN: 00033022     EISSN: 15281175     Source Type: Journal    
DOI: 10.1097/ALN.0000000000000692     Document Type: Article

References (38)

1. Turner K, VanDenkerkhof E, Lam M, Mackillop W: Perioperative care of patients with obstructive sleep apnea-A survey of Canadian anesthesiologists. Can J Anaesth 2006; 53:299-304
2. Joshi GP, Ankichetty SP, Gan TJ, Chung F: Society for Ambulatory Anesthesia consensus statement on preoperative selection of adult patients with obstructive sleep apnea scheduled for ambulatory surgery. Anesth Analg 2012; 115:1060-8
3. American Society of Anesthesiologists Task Force on Perioperative Management of Patients with Obstructive Sleep Apnea: Practice guidelines for the perioperative management of patients with obstructive sleep apnea: An updated report by the American Society of Anesthesiologists Task Force on Perioperative Management of patients with obstructive sleep apnea. Anesthesiology 2014; 120:268-86
4. Kaw R, Chung F, Pasupuleti V, Mehta J, Gay PC, Hernandez AV: Meta-analysis of the association between obstructive sleep apnoea and postoperative outcome. Br J Anaesth 2012; 109:897-906
5. Chung F, Mokhlesi B: Postoperative complications associated with obstructive sleep apnea: Time to wake up! Anesth Analg 2014; 118:251-3
6. Memtsoudis SG, Stundner O, Rasul R, Chiu YL, Sun X, Ramachandran SK, Kaw R, Fleischut P, Mazumdar M: The impact of sleep apnea on postoperative utilization of resources and adverse outcomes. Anesth Analg 2014; 118:407-18
7. Memtsoudis S, Liu SS, Ma Y, Chiu YL, Walz JM, Gaber-Baylis LK, Mazumdar M: Perioperative pulmonary outcomes in patients with sleep apnea after noncardiac surgery. Anesth Analg 2011; 112:113-21
8. Mokhlesi B, Hovda MD, Vekhter B, Arora VM, Chung F, Meltzer DO: Sleep-disordered breathing and postoperative outcomes after elective surgery: Analysis of the nationwide inpatient sample. Chest 2013; 144:903-14
9. Mutter TC, Chateau D, Moffatt M, Ramsey C, Roos LL, Kryger M: A matched cohort study of postoperative outcomes in obstructive sleep apnea: Could preoperative diagnosis and treatment prevent complications? Anesthesiology 2014; 121:707-18
10. Quan H, Li B, Saunders LD, Parsons GA, Nilsson CI, Alibhai A, Ghali WA; IMECCHI Investigators: Assessing validity of ICD-9-CM and ICD-10 administrative data in recording clinical conditions in a unique dually coded database. Health Serv Res 2008; 43:1424-41
11. Quach S, Blais C, Quan H: Administrative data have high variation in validity for recording heart failure. Can J Cardiol 2010; 26:306-12
12. Quan H, Khan N, Hemmelgarn BR, Tu K, Chen G, Campbell N, Hill MD, Ghali WA, McAlister FA; Hypertension Outcome and Surveillance Team of the Canadian Hypertension Education Programs: Validation of a case definition to define hypertension using administrative data. Hypertension 2009; 54:1423-8
13. Schultz SE, Rothwell DM, Chen Z, Tu K: Identifying cases of congestive heart failure from administrative data: A validation study using primary care patient records. Chronic Dis Inj Can 2013; 33:160-6
14. Tu K, Mitiku T, Guo H, Lee DS, Tu JV: Myocardial infarction and the validation of physician billing and hospitalization data using electronic medical records. Chronic Dis Can 2010; 30:141-6
15. Gershon AS, Wang C, Guan J, Vasilevska-Ristovska J, Cicutto L, To T: Identifying individuals with physician diagnosed COPD in health administrative databases. COPD 2009; 6:388-94
16. Gershon AS, Wang C, Guan J, Vasilevska-Ristovska J, Cicutto L, To T: Identifying patients with physician-diagnosed asthma in health administrative databases. Can Respir J 2009; 16:183-8
17. Bossuyt PM, Reitsma JB, Bruns DE, Gatsonis CA, Glasziou PP, Irwig LM, Lijmer JG, Moher D, Rennie D, de Vet HC; Standards for Reporting of Diagnostic Accuracy: Towards complete and accurate reporting of studies of diagnostic accuracy: The STARD initiative. BMJ 2003; 326:41-4
18. Epstein LJ, Kristo D, Strollo PJ Jr, Friedman N, Malhotra A, Patil SP, Ramar K, Rogers R, Schwab RJ, Weaver EM, Weinstein MD; Adult Obstructive Sleep Apnea Task Force of the American Academy of Sleep Medicine: Clinical guideline for the evaluation, management and long-term care of obstructive sleep apnea in adults. J Clin Sleep Med 2009; 5:263-76
19. Quan H, Sundararajan V, Halfon P, Fong A, Burnand B, Luthi JC, Saunders LD, Beck CA, Feasby TE, Ghali WA: Coding algorithms for defining comorbidities in ICD-9-CM and ICD- 10 administrative data. Med Care 2005; 43:1130-9
20. Charlson M, Szatrowski TP, Peterson J, Gold J: Validation of a combined comorbidity index. J Clin Epidemiol 1994; 47:1245-51
21. Van Walraven C, Austin P: Administrative database research has unique characteristics that can risk biased results. J Clin Epidemiol 2012; 65:126-31
22. Simel DL, Samsa GP, Matchar DB: Likelihood ratios with confidence: Sample size estimation for diagnostic test studies. J Clin Epidemiol 1991; 44:763-70
23. Brenner H, Gefeller O: Variation of sensitivity, specificity, likelihood ratios and predictive values with disease prevalence. Stat Med 1997; 16:981-91
24. Redline S, Schluchter MD, Larkin EK, Tishler PV: Predictors of longitudinal change in sleep-disordered breathing in a nonclinic population. Sleep 2003; 26:703-9
25. Peppard PE, Young T, Palta M, Dempsey J, Skatrud J: Longitudinal study of moderate weight change and sleepdisordered breathing. JAMA 2000; 284:3015-21
26. Newman AB, Foster G, Givelber R, Nieto FJ, Redline S, Young T: Progression and regression of sleep-disordered breathing with changes in weight: The Sleep Heart Health Study. Arch Intern Med 2005; 165:2408-13
27. Punjabi NM: The epidemiology of adult obstructive sleep apnea. Proc Am Thorac Soc 2008; 5:136-43
28. Jaeschke R, Guyatt GH, Sackett DL: Users' guides to the medical literature. III. How to use an article about a diagnostic test. B. What are the results and will they help me in caring for my patients? The Evidence-Based Medicine Working Group. JAMA 1994; 271:703-7
29. Tu K, Campbell NR, Chen ZL, Cauch-Dudek KJ, McAlister FA: Accuracy of administrative databases in identifying patients with hypertension. Open Med 2007; 1:e18-26
30. Hux JE, Ivis F, Flintoft V, Bica A: Diabetes in Ontario: Determination of prevalence and incidence using a validated administrative data algorithm. Diabetes Care 2002; 25:512-6
31. Singh M, Liao P, Kobah S, Wijeysundera DN, Shapiro C, Chung F: Proportion of surgical patients with undiagnosed obstructive sleep apnoea. Br J Anaesth 2013; 110:629-36
32. Lee TH, Marcantonio ER, Mangione CM, Thomas EJ, Polanczyk CA, Cook EF, Sugarbaker DJ, Donaldson MC, Poss R, Ho KK, Ludwig LE, Pedan A, Goldman L: Derivation and prospective validation of a simple index for prediction of cardiac risk of major noncardiac surgery. Circulation 1999; 100:1043-9
33. Grewal K, Wijeysundera DN, Carroll J, Tait G, Beattie WS: Gender differences in mortality following non-cardiovascular surgery: An observational study. Can J Anaesth 2012; 59:255-62
34. Oresanya LB, Lyons WL, Finlayson E: Preoperative assessment of the older patient: A narrative review. JAMA 2014; 311:2110-20
35. Chung SA, Yuan H, Chung F: A systemic review of obstructive sleep apnea and its implications for anesthesiologists. Anesth Analg 2008; 107:1543-63
36. Redelmeier DA, Thiruchelvam D, Daneman N: Delirium after elective surgery among elderly patients taking statins. CMAJ 2008; 179:645-52
37. Katznelson R, Djaiani GN, Borger MA, Friedman Z, Abbey SE, Fedorko L, Karski J, Mitsakakis N, Carroll J, Beattie WS: Preoperative use of statins is associated with reduced early delirium rates after cardiac surgery. Anesthesiology 2009; 110:67-73
38. Katznelson R, Djaiani G, Tait G, Wasowicz M, Sutherland AM, Styra R, Lee C, Beattie WS: Hospital administrative database underestimates delirium rate after cardiac surgery. Can J Anaesth 2010; 57:898-902