Derivation and validation of the In-hospital Mortality for PulmonAry embolism using Claims daTa (IMPACT) prediction rule

Current Medical Research and Opinion

Volumn 31, Issue 8, 2015, Pages 1461-1468

  Coleman, Craig I ^a,b   Kohn, Christine G ^c   Bunz, Thomas J ^a  

^a UNIVERSITY OF CONNECTICUT   (United States)

^b UNIVERSITY OF CONNECTICUT   (United States)

^c UNIVERSITY OF SAINT JOSEPH   (United States)

Author keywords

Claims analysis; Clinical prediction rule; Pulmonary embolism; Sensitivity and specificity

Indexed keywords

ADULT; AGED; ARTICLE; COMORBIDITY; FEMALE; HIGH RISK PATIENT; HOSPITAL DISCHARGE; HUMAN; LENGTH OF STAY; LOW RISK PATIENT; LUNG EMBOLISM; MAJOR CLINICAL STUDY; MALE; MIDDLE AGED; MORTALITY; OUTPATIENT CARE; PATIENT CODING; PREDICTION; RETROSPECTIVE STUDY; SENSITIVITY AND SPECIFICITY; VALIDATION STUDY; ADOLESCENT; HOSPITAL MORTALITY; PREDICTIVE VALUE; STATISTICAL MODEL;

ADOLESCENT; ADULT; AGED; FEMALE; HOSPITAL MORTALITY; HUMANS; LOGISTIC MODELS; MALE; MIDDLE AGED; PREDICTIVE VALUE OF TESTS; PULMONARY EMBOLISM; RETROSPECTIVE STUDIES;

EID: 84940667646     PISSN: 03007995     EISSN: 14734877     Source Type: Journal    
DOI: 10.1185/03007995.2015.1062748     Document Type: Article

References (29)

1. Wiener RS, Schwartz LM, Woloshin S. Time trends in pulmonary embolism in the United States: evidence of overdiagnosis, Arch Intern Med 2011;171:831-7
2. Kearon C, Akl EA, Comerota AJ, et al.; American College of Chest Physicians. Antithrombotic therapy for VTE disease: Antithrombotic Therapy and Prevention of Thrombosis, 9th ed: American College of Chest Physicians Evidence-Based Clinical Practice Guidelines. Chest 2012;141:e419-94S
3. Konstantinides SV, Torbicki A, Agnelli G, et al.; Task Force for the Diagnosis and Management of Acute Pulmonary Embolism of the European Society of Cardiology (ESC). 2014 ESC guidelines on the diagnosis and management of acute pulmonary embolism. Eur Heart J 2014;35:3033-69
4. Kohn CG, Mearns ES, Parker MW, Hernandez AV, Coleman CI. Prognostic accuracy of clinical prediction rules for early post-pulmonary embolism allcause mortality: a bivariate meta-analysis. Chest 2015;147:1043-62
5. von Elm E, Altman DG, Egger M, et al.; STROBE Initiative. The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement: guidelines for reporting observational studies. Lancet 2007;370:1453-7
6. Danielson E. Health research data for the real world: the MarketScan database, 2014. Available at: http://truvenhealth. com/Portals/0/Users/031/31/ 31/PH-13434%200314-MarketScan-WP-web. pdf [Last accessed 22 September 2014]
7. Elixhauser A, Steiner C, Harris DR, Coffey RM. Comorbidity measures for use with administrative data. Med Care 1998;36:8-27
8. Aujesky D, Obrosky DS, Stone RA, et al. A prediction rule to identify low-risk patients with pulmonary embolism. Arch Intern Med 2006;166:169-75
9. Babyak MA. What you see may not be what you get: a brief, nontechnical introduction to overfitting in regression-type models. Psychosomatic Med 2004;66:411-21
10. Steyerberg EW, Eijkemans MJ, Harrell FE Jr, Habbema JD. Prognostic modeling with logistic regression analysis: in search of a sensible strategy in small data sets. Med Decis Making 2001;21:45-56
11. Kannel WB, D'Agostino RB, Silbershatz H, et al. Profile for estimating risk of heart failure. Arch Intern Med 1999;159:1197-204
12. Altman DG, Bland JM. Interaction revisited: the difference between two estimates. BMJ 2003;326:219
13. Aujesky D, Obrosky DS, Stone RA, et al. Derivation and validation of a prognostic model for pulmonary embolism. Am J Respir Crit Care Med 2005;172:1041-6
14. Jimé nez D, Aujesky D, Moores L, et al.; for the RIETE Investigators. Simplification of the Pulmonary Embolism Severity Index for Prognostication in Patients With Acute Symptomatic Pulmonary Embolism. Arch Intern Med 2010;170:1383-9
15. Zondag W, Mos IC, Creemers-Schild D, et al.; Hestia Study Investigators. Outpatient treatment in patients with acute pulmonary embolism: the Hestia Study. J Thromb Haemost 2011;9:1500-7
16. Barra S, Paiva L, Provide ncia R, et al. LR-PED rule: low risk pulmonary embolism decision rule-a new decision score for low risk pulmonary embolism. Thromb Res 2012;130:327-33
17. Paiva LV, Providencia RC, Barra SN, et al. Cardiovascular risk assessment of pulmonary embolism with the GRACE risk score. Am J Cardiol 2013;111:425-31
18. Davies CW, Wimperis J, Green ES, et al. Early discharge of patients with pulmonary embolism: a two-phase observational study. Eur Respir J 2007;30:708-14
19. Erkens PM, Gandara E, Wells P, et al. Safety of outpatient treatment in acute pulmonary embolism. J Thromb Haemost 2010;8:2412-17
20. Kovacs MJ, Hawel JD, Rekman JF, Lazo-Langner A. Ambulatory management of pulmonary embolism: a pragmatic evaluation. J Thromb Haemost 2010; 8:2406-11
21. Baglin T. Fifty per cent of patients with pulmonary embolism can be treated as outpatients. J Thromb Haemost 2010;8:2404-5
22. Agency for Healthcare Research and Quality. HCUPnet. Available at: http:// hcupnet. ahrq. gov/ [Last accessed 30 September 2014]
23. Aujesky D, Roy PM, Verschuren F, et al. Outpatient versus inpatient treatment for patients with acute pulmonary embolism: an international, open-label, randomised, non-inferiority trial. Lancet 2011;378:41-8
24. Zondag W, Kooiman J, Klok FA, et al. Outpatient versus inpatient treatment in patients with pulmonary embolism: ameta-analysis. Eur Respir J 2013;42:134-44
25. Gorham LW. A study of pulmonary embolism. II. The mechanism of death; based on a clinicopathological investigation of 100 cases of massive and 285 cases of minor embolism of the pulmonary artery. Arch Intern Med 1961;108:189-207
26. Dalen JE, Alpert JS. Natural history of pulmonary embolism. Prog Cardiovasc Dis 1975;17:259-70
27. Conget F, Otero R, Jimé nez D, et al. Short-term clinical outcome after acute symptomatic pulmonary embolism. Thromb Haemost 2008;100: 937-42
28. Miniati M, Monti S, Bottai M, et al. Survival and restoration of pulmonary perfusion in a long-term follow-up of patients after acute pulmonary embolism. Medicine (Baltimore) 2006;85:253-62
29. Kucher N, Rossi E, De Rosa M, Goldhaber SZ. Massive pulmonary embolism. Circulation 2006;113:577-82