Skip to main content
Public Health Reports logoLink to Public Health Reports
. 2005 Jan-Feb;120(1):55–62. doi: 10.1177/003335490512000110

Influence of social factors on avoidable mortality: a hospital-based case-control study.

Daniel Bautista 1, José Luis Alfonso 1, Dolores Corella 1, Carmen Saiz 1
PMCID: PMC1497679  PMID: 15736332

Abstract

OBJECTIVE: The effect of socioeconomic factors on avoidable mortality at an individual level is not well known, since most studies showing this association are based on aggregate data. The purpose of this study was to determine socioeconomic differences between those patients who die of avoidable causes and those who do not die. METHODS: A matched case-control study was carried out regarding in-hospital avoidable mortality (Holland's medical care indicators) that occurred in a university hospital serving a Spanish-Mediterranean population during a 30-month period. RESULTS: We studied 82 cases of death from avoidable causes and 300 controls matched on medical care indicators and age. The variables that showed a statistically significant association with in-hospital avoidable mortality were number of diagnoses (the greater the number, the higher the risk), length of stay (patients staying seven or more days presented a lower risk), and education. Those patients with low and middle educational levels showed a greater risk of avoidable mortality (adjusted odds ratio=3.57 and 2.82, respectively) than those patients with higher levels of education. CONCLUSIONS: Consistent with the findings of studies based on aggregate data, our case-control analyses indicated that among several socioeconomic variables studied, educational level was significantly associated with the risk of in-hospital avoidable mortality, regardless of age and medical care indicators. Patients with low levels of education (<6 years of schooling) were at highest risk for in-hospital avoidable mortality, followed by those with middle levels of education (7-10 years of schooling).

Full Text

The Full Text of this article is available as a PDF (81.5 KB).

Selected References

These references are in PubMed. This may not be the complete list of references from this article.

  1. Adler N. E., Boyce W. T., Chesney M. A., Folkman S., Syme S. L. Socioeconomic inequalities in health. No easy solution. JAMA. 1993 Jun 23;269(24):3140–3145. [PubMed] [Google Scholar]
  2. Albert X., Bayo A., Alfonso J. L., Cortina P., Corella D. The effectiveness of health systems in influencing avoidable mortality: a study in Valencia, Spain, 1975-90. J Epidemiol Community Health. 1996 Jun;50(3):320–325. doi: 10.1136/jech.50.3.320. [DOI] [PMC free article] [PubMed] [Google Scholar]
  3. Alonso Caballero J., Antó Boqué J. M. Desigualtats de salut a Barcelona. Gac Sanit. 1988 Jan-Feb;2(4):4–12. doi: 10.1016/s0213-9111(88)70896-1. [DOI] [PubMed] [Google Scholar]
  4. Alonso J., Pérez P., Sáez M., Murillo C. Validez de la ocupación como indicador de la clase social, según la clasificación del British Registrar General. Gac Sanit. 1997 Sep-Oct;11(5):205–213. doi: 10.1016/s0213-9111(97)71299-8. [DOI] [PubMed] [Google Scholar]
  5. Arias L. C., Borrell C. Desigualdades en la mortalidad según la educación en la ciudad de Barcelona. Med Clin (Barc) 1998 Feb 14;110(5):161–166. [PubMed] [Google Scholar]
  6. Burns R., Nichols L. O., Graney M. J., Applegate W. B. Mortality in a public and a private hospital compared: the severity of antecedent disorders in Medicare patients. Am J Public Health. 1993 Jul;83(7):966–971. doi: 10.2105/ajph.83.7.966. [DOI] [PMC free article] [PubMed] [Google Scholar]
  7. Charlson M. E., Pompei P., Ales K. L., MacKenzie C. R. A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis. 1987;40(5):373–383. doi: 10.1016/0021-9681(87)90171-8. [DOI] [PubMed] [Google Scholar]
  8. Davis K., Gold M., Makuc D. Access to health care for the poor: does the gap remain? Annu Rev Public Health. 1981;2:159–182. doi: 10.1146/annurev.pu.02.050181.001111. [DOI] [PubMed] [Google Scholar]
  9. Deyo R. A., Cherkin D. C., Ciol M. A. Adapting a clinical comorbidity index for use with ICD-9-CM administrative databases. J Clin Epidemiol. 1992 Jun;45(6):613–619. doi: 10.1016/0895-4356(92)90133-8. [DOI] [PubMed] [Google Scholar]
  10. Domingo Salvany A., Marcos Alonso J. Propuesta de un indicador de la "clase social" basado en la ocupación. Gac Sanit. 1989 Jan-Feb;3(10):320–326. doi: 10.1016/s0213-9111(89)70948-1. [DOI] [PubMed] [Google Scholar]
  11. Farland W., Bayard S., Jinot J. Environmental tobacco smoke: a public health conspiracy? A dissenting view. J Clin Epidemiol. 1994 Apr;47(4):335–353. doi: 10.1016/0895-4356(94)90153-8. [DOI] [PubMed] [Google Scholar]
  12. Feinstein J. S. The relationship between socioeconomic status and health: a review of the literature. Milbank Q. 1993;71(2):279–322. [PubMed] [Google Scholar]
  13. Feldman J. J., Makuc D. M., Kleinman J. C., Cornoni-Huntley J. National trends in educational differentials in mortality. Am J Epidemiol. 1989 May;129(5):919–933. doi: 10.1093/oxfordjournals.aje.a115225. [DOI] [PubMed] [Google Scholar]
  14. Fernández de la Hoz K., Leon D. A. Self-perceived health status and inequalities in use of health services in Spain. Int J Epidemiol. 1996 Jun;25(3):593–603. doi: 10.1093/ije/25.3.593. [DOI] [PubMed] [Google Scholar]
  15. Gil L. M., Rathwell T. The effect of health services on mortality: amenable and non-amenable causes in Spain. Int J Epidemiol. 1989 Sep;18(3):652–657. doi: 10.1093/ije/18.3.652. [DOI] [PubMed] [Google Scholar]
  16. Jencks S. F., Williams D. K., Kay T. L. Assessing hospital-associated deaths from discharge data. The role of length of stay and comorbidities. JAMA. 1988 Oct 21;260(15):2240–2246. [PubMed] [Google Scholar]
  17. Latour Pérez J., Romero Brotóns F. A., Nolasco Bonmatí A., Alvarez-Dardet Díaz C., Mota López A., Arráez Jarque V., Giner Boix J. S., Díaz Castellanos M. A. Mortalidad en cuidados intensivos: importancia de los factores de riesgo sociales. Med Clin (Barc) 1987 Nov 28;89(18):763–767. [PubMed] [Google Scholar]
  18. Liberatos P., Link B. G., Kelsey J. L. The measurement of social class in epidemiology. Epidemiol Rev. 1988;10:87–121. doi: 10.1093/oxfordjournals.epirev.a036030. [DOI] [PubMed] [Google Scholar]
  19. Mackenbach J. P., Stronks K., Kunst A. E. The contribution of medical care to inequalities in health: differences between socio-economic groups in decline of mortality from conditions amenable to medical intervention. Soc Sci Med. 1989;29(3):369–376. doi: 10.1016/0277-9536(89)90285-2. [DOI] [PubMed] [Google Scholar]
  20. Marmot M. G., McDowall M. E. Mortality decline and widening social inequalities. Lancet. 1986 Aug 2;2(8501):274–276. doi: 10.1016/s0140-6736(86)92085-4. [DOI] [PubMed] [Google Scholar]
  21. Marshall S. W., Kawachi I., Pearce N., Borman B. Social class differences in mortality from diseases amenable to medical intervention in New Zealand. Int J Epidemiol. 1993 Apr;22(2):255–261. doi: 10.1093/ije/22.2.255. [DOI] [PubMed] [Google Scholar]
  22. Melfi C., Holleman E., Arthur D., Katz B. Selecting a patient characteristics index for the prediction of medical outcomes using administrative claims data. J Clin Epidemiol. 1995 Jul;48(7):917–926. doi: 10.1016/0895-4356(94)00202-2. [DOI] [PubMed] [Google Scholar]
  23. Pappas G., Queen S., Hadden W., Fisher G. The increasing disparity in mortality between socioeconomic groups in the United States, 1960 and 1986. N Engl J Med. 1993 Jul 8;329(2):103–109. doi: 10.1056/NEJM199307083290207. [DOI] [PubMed] [Google Scholar]
  24. Poikolainen K., Eskola J. Health services resources and their relation to mortality from causes amenable to health care intervention: a cross-national study. Int J Epidemiol. 1988 Mar;17(1):86–89. doi: 10.1093/ije/17.1.86. [DOI] [PubMed] [Google Scholar]
  25. Poikolainen K., Eskola J. Regional and social class variation in the relative risk of death from amenable causes in the city of Helsinki, 1980-1986. Int J Epidemiol. 1995 Feb;24(1):114–118. doi: 10.1093/ije/24.1.114. [DOI] [PubMed] [Google Scholar]
  26. Regidor E., de Mateo S., Gutiérrez-Fisac J. L., Fernández de la Hoz K., Rodríguez C. Diferencias socioeconómicas en la utilización y accesibilidad de los servicios sanitarios en España. Med Clin (Barc) 1996 Sep 14;107(8):285–288. [PubMed] [Google Scholar]
  27. Ros X. A., Bayo Vila A., Alfonso Sánchez J. L., Cortina Greus P., Chana González P., Sáiz Sánchez C. Distribución geográfica de la mortalidad evitable en la Comunidad Valenciana (1975-1990). Med Clin (Barc) 1996 Apr 20;106(15):571–577. [PubMed] [Google Scholar]
  28. Rosengren A., Wedel H., Wilhelmsen L. Marital status and mortality in middle-aged Swedish men. Am J Epidemiol. 1989 Jan;129(1):54–64. doi: 10.1093/oxfordjournals.aje.a115124. [DOI] [PubMed] [Google Scholar]
  29. Rutstein D. D., Berenberg W., Chalmers T. C., Child C. G., 3rd, Fishman A. P., Perrin E. B. Measuring the quality of medical care. A clinical method. N Engl J Med. 1976 Mar 11;294(11):582–588. doi: 10.1056/NEJM197603112941104. [DOI] [PubMed] [Google Scholar]
  30. Winkleby M. A., Fortmann S. P., Barrett D. C. Social class disparities in risk factors for disease: eight-year prevalence patterns by level of education. Prev Med. 1990 Jan;19(1):1–12. doi: 10.1016/0091-7435(90)90001-z. [DOI] [PubMed] [Google Scholar]

Articles from Public Health Reports are provided here courtesy of SAGE Publications

RESOURCES