Development of an acute myocardial infarction risk adjustment model for Spain: Comparison to the Charlson model and the Ices model. Application for gauging care results;Desarrollo de un modelo de ajuste por el riesgo para el infarto agudo de miocardio en España: Comparación con el modelo de Charlson y el modelo Ices. Aplicaciones para medir resultados asistenciales

Revista Espanola de Salud Publica

Volumn 80, Issue 6, 2006, Pages 665-677

  Gutiérrez, Juan Manuel Sendra ^a,e   Sarría Santamera, Antonio ^a,b,c   Martínez, Jesús Iñigo ^d  

^a Red Temática de Investigación Cooperativa OftaRed   (Spain)

^b Instituto de Salud Carlos III Carlos III Institute for Health   (Spain)

^c UNIVERSITY OF ALCALÁ   (Spain)

^d Comunidad de Madrid ^*  (Spain)

^e NONE   (Spain)

Author keywords

Clinical medicine; Database management systems; Epidemiologic studies; Logistic models; Mortality; Myocardial infarction; Statistical models

Indexed keywords

EID: 33847042774     PISSN: 11355727     EISSN: 16969820     Source Type: Journal    
DOI: 10.1590/s1135-57272006000600007     Document Type: Article

References (45)

1. Instituto Nacional de Estadística. Defunciones según la causa de muerte 2001. Inebase (base de datos electrónica). (consultado 23/11/2005). Disponible en: http://www.ine.es/inebase/cgi/
2. Instituto Nacional de Estadística. Encuesta de Morbilidad Hospitalaria 2001. Inebase (base de datos electrónica). (consultado 23/11/2005). Disponible en: http://www.ine.es/inebase/cgi/
3. Rodríguez-Artalejo F, Guallar-Castillon P, Banegas JR, de Andres B, del Rey J. La transición de la cardiopatía isquémica aguda a la crónica en España, 1980-1994. Rev Clin Esp 2001; 201: 690-5.
4. Iezzoni LI. Risk Adjustment for Measuring Healthcare Outcomes. Ann Arbor, MI: Healthcare Administration Press, 1997.
5. Green J, Wintfeld N. Report cards on cardiac surgeons. Assessing New York State's approach. N Engl J Med 1995; 332: 1229-32.
6. Krumholz HM. Mathematical models and the assessment of performance in cardiology. Circulation 1999; 99: 2067-9.
7. Tu JV, Jaglal SB, Naylor CD. Multicenter validation of a risk index for mortality, intensive care unit stay, and overall hospital length of stay after cardiac surgery. Steering Committee of the Provincial Adult Cardiac Care Network of Ontario. Circulation 1995; 91: 677-84.
8. Romano PS, Roos LL, Jollis JG. Adapting a clinical comorbidity index for use with ICD-9-CM administrative data: differing perspectives. J Clin Epidemiol 1993; 46: 1075-9.
9. Institute for Clinical Evaluative Sciences. Cardiovascular health services in Ontario. An ICES Atlas. Ontario: ICES, 1999.
10. Chen EW et al. Investigators in the National Registry of Myocardial Infarction 2. Relation between hospital intra-aortic balloon counterpulsation volume and mortality in acute myocardial infarction complicated by cardiogenic shock. Circulation 2003; 108: 951-7.
11. Bybee KA, Wright RS, Williams BA, Murphy JG, Holmes DR Jr, Kopecky SL. Effect of concomitant or very early statin administration on in-hospital mortality and reinfarction in patients with acute myocardial infarction. Am J Cardiol 2001; 87: 771-4, A7.
12. Magid DJ et al. Relationship between time of day, day of week, timeliness of reperfusion, and in-hospital mortality for patients with acute ST-segment elevation myocardial infarction. JAMA 2005; 294:803-12.
13. Volpp KG, Buckley E. The effect of increases in HMO penetration and changes in payer mix on inhospital mortality and treatment patterns for acute myocardial infarction. Am J Manag Care 2004; 10:505-12.
14. Peiro S, Librero J. Evaluación de la calidad a partir del conjunto mínimo de datos básicos al alta hospitalaria. Rev Neurol 1999; 29: 651-61.
15. Agencia de Evaluación de Tecnologías Sanitarias (AETS). Manejo Hospitalario de la Cardiopatía Isquémica en España. Análisis de situación. Ed. Instituto de Salud Carlos III. Ministerio de Sanidad y Consumo. Madrid, 2001.
16. Cabadés A, López-Bescós L, Arós F, Loma-Osorio A, Bosch X, Pabón P. Variabilidad en el manejo y pronóstico a corto y medio plazo del infarto de miocardio en España.- el estudio PRIAMHO. Rev Esp Cardiol 1999; 52: 767-75.
17. Arós F, Cuñat J, Loma-Osorio A, Torrado E, Bosch X, Rodríguez JJ et al. Investigadores del estudio PRIAMHO II. Tratamiento del infarto agudo de miocardio en España en el año 2000. El estudio PRIAMHO II. Rev Esp Cardiol 2003; 56: 1165-73.
18. Aros F, Loma-Osorio A, Bosch X, González AJ, López BL, Marrugat J et al. Manejo del infarto de miocardio en España (1995-99). Datos del registro del Grupo de Trabajo de la Enfermedad Isquémica del Corazón (RISCI) de la Sociedad Española de Cardiología. Rev Esp Cardiol 2001; 54: 1033-40.
19. Ruiz-Bailen M, Aguayo de Hoyos E, Reina-Toral A, Torres-Ruiz JM, Alvarez- Bueno M, Gomez-Jimenez FJ. Paradoxical effect of smoking in the spanish population with acute myocardial infarction or unstable angina. Results of the ARIAM Register. Chest 2004; 125: 831-40.
20. Boucher JM, Racine N, Thanh TH, Rahme E, Brophy J, LeLorier J et al. Quebec Acute Coronary Care Working Group. Age-related differences in in-hospital mortality and the use of thrombolytic therapy for acute myocardial infarction. CMAJ 2001; 164: 1285-90.
21. Haase KK, Schiele R, Wagner S, Fisher F, Burczyk V, Zahn R et al. In-hospital mortality of elderly patients with acute myocardial infarction: data from the MITRA (Maximal Individual Therapy in Acute Myocardial Infarction) registry. Clin Cardiol 2000; 23.- 831-6.
22. Iezzoni LI, Ash AS, Shwartz M, Mackiernan YD. Differences in procedure use, in-hospital mortality, and illness severity by gender for acute myocardial infarction patients: are answers affected by data source and severity measure? Med Care 1997; 35: 158-71.
23. de Gevigney G, Mosnier S, Ecochard R, Rabilloud M, Cao D, Excoffier S et al. PRIMA Group. Are women with acute myocardial infarction managed as well as men? Does it have consequences on inhospital mortality? Analysis of an unselected cohort of 801 women and 1.718 men. Acta Cardiol 2001; 56: 169-79.
24. Monteagudo O, Sarría-Santamera A. Diferencias entre hombres y mujeres en mortalidad hospitalaria y utilización de procedimientos en el infarto agudo de miocardio. Gac Sanit 2006;20:74-75.
25. Marrugat J, Garcia M, Elosua R, Aldasoro E, Tormo MJ, Zurriaga O, Aros F, Masia R, Sanz G, Valle V, Lopez De Sa E, Sala J, Segura A, Rubert C, Moreno C, Cabades A, Molina L, Lopez-Sendon JL, Gil M; IBERICA Investigators; PRIAMHO Investigators; RESCATE Investigators; PEPA Investigators; REGICOR InvestigatorsShort-term (28 days). Prognosis between genders according to the type of coronary event (Q-wave versus non-Q-wave acute myocardial infarction versus unstable angina pectoris). Am J Cardiol. 2004 Nov 1;94(9):1161-5.
26. Krumholz HM, Chen J, Wang Y, Radford MJ, Chen YT, Marciniak TA. Comparing AMI mortality among hospitals in patients 65 years of age and older: evaluating methods of risk adjustment. Circulation 1999; 99: 2986-92.
27. Iezzoni Ll, Foley SM, Daley J, Hughes J, Fisher ES, Heeren T. Comorbidities, complications and coding bias. Does the number of diagnosis codes matter in predicting in-hospital mortality? JAMA 1992; 267:2197-203.
28. Librero J, Peiró S. ¿Previenen las enfermedades crónicas la mortalidad intrahospitalaria? Paradojas y sesgos en la información sobre morbilidad hospitalaria. Gac San (Barc) 1998; 5: 199-206.
29. Ottesen MM, Jorgensen S, Kjoller E, Videbaek J, Kober L, Torp-Pedersen C. Age-distribution, risk factors and mortality in smokers and non-smokers with acute myocardial infarction: a review. TRACE study group. Danish Trandolapril Cardiac Evaluation. J Cardiovasc Risk 1999; 6: 307-9.
30. Andrikopoulos GK, Richter DJ, Dilaveris PE, Pipilis A, Zaharoulis A, Gialafos JE et al. In-hospital mortality of habitual cigarette smokers after acute myocardial infarction; the «smoker's paradox» in a countrywide study. Eur Heart J 2001; 22: 776-84.
31. Chyun D, Obata J, Kling J, Tocchi C. In-hospital mortality after acute myocardial infarction in patients with diabetes mellitus. Am J Crit Care 2000; 9: 168-79.
32. Melchior T, Kober L, Madsen CR, Seibaek M, Jensen GV, Hildebrandt P et al. Accelerating impact of diabetes mellitus on mortality in the years following an acute myocardial infarction. TRACE Study Group. Trandolapril Cardiac Evaluation. Eur Heart J 1999; 20: 973-8.
33. Goldberg RJ, Gore JM, Thompson CA, Gurwitz JH. Recent magnitude of and temporal trends (1994-1997) in the incidence and hospital death rates of cardiogenic shock complicating acute myocardial infarction: the second national registry of myocardial infarction. Am Heart J 2001; 141: 65-72.
34. Al-Khatib SM, Stebbins AL, Califf RM, Lee KL, Granger CB, White HD et al. GUSTO-III trial. Sustained ventricular arrhythmias and mortality among patients with acute myocardial infarction: results from the GUSTO-III trial. Am Heart J 2003; 145: 515-21.
35. Anavekar et al. Relation between renal dysfunction and cardiovascular outcomes after myocardial infarction. N Engl J Med 2004; 351: 1285-95.
36. Tanne D, Gottlieb S, Hod H, Reicher-Reiss H, Boyko V, Behar S. Secondary Prevention Reinfarction Israeli Nifedipine Trial (SPRINT) and Israeli Thrombolytic Survey Groups. Incidence and mortality from early stroke associated with acute myocardial infarction in the prethrombolytic and thrombolytic eras. J Am Coll Cardiol 1997; 30: 1484-90.
37. Shaw RE, Anderson HV, Brindis RG, Krone RJ, Klein LW, McKay CR et al. Development of a risk adjustment mortality model using the American College of Cardiology-National Cardiovascular Data Registry (ACC-NCDR) experience: 1998-2000. J Am Coll Cardiol 2002; 39: 1104-12.
38. Canto JG, Rogers WJ, French WJ, Gore JM, Chandra NC, Barron HV. Payer status and the utilization of hospital resources in acute myocardial infarction: a report from the National Registry of Myocardial Infarction. Arch Intern Med 2000; 160: 817-23.
39. Robertson IK, Richardson JR. Coronary angiography and coronary artery revascularisation rates in public and private hospital patients after acute myocardial infarction. Med J Aust 2000; 173: 291-5.
40. Fang J, Alderman MH. Does supplemental private insurance affect care of Medicare recipients hospitalized for myocardial infarction? Am J Public Health 2004; 94: 778-82.
41. Tu JV, Austin PC, Chan BT. Relationship between annual volume of patients treated by admitting physician and mortality after acute myocardial infarction. JAMA 2001; 285: 3116-22.
42. Thiemann DR, Coresh J, Oetgen WJ, Powe NR. The association between hospital volume and survival after acute myocardial infarction in elderly patients. N Engl J Med 1999; 340: 1640-8.
43. Kuulasmaa K, Tunstall-Pedoe H, Dobson A, Fortmann S, Sans S, Tolonen H et al. Estimation of contribution of changes in classic risk factors to trends in coronary-event rates across the WHO MONICA Project populations. Lancet 2000; 355: 675-87.
44. de Gevigney G, Rabilloud M, Ecochard R, McFadden E, Meunier L, Cheneau E et al. Prise en charge de l'Infarctus du Myocarde Aigu group, management of acute MI group. Is coronary angiography performed in the appropriate patients after acute myocardial infarction? Clinical and angiographic findings and one-year mortality in a large unselected cohort of 2493 consecutive patients in a French region (the PRIMA study). Acta Cardiol 2003; 58: 23-9.
45. de Boer MJ, Hoorntje JC, Ottervanger JP, Reiffers S, Suryapranata H, Zijlstra F. Immediate coronary angioplasty versus intravenous streptokinase in acute myocardial infarction: left ventricular ejection fraction, hospital mortality and reinfarction. J Am Coll Cardiol 1994; 23: 1004-8.