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Deprivation index for small areas in Spain

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Abstract

The term deprivation is often used to refer to economic or social shortages in a given geographical area. This concept of deprivation has been identified for years using simple indicators such as income level, education and social class. One of the advantages of using simple indicators is the availability of data, since they come directly from sources of information like censuses and population registers. However, the main disadvantage of these indicators is their limited usefulness when measuring a concept as complex as deprivation with a single variable. One possible solution to this problem is using compound indices, made up of a combination of simple indicators. For years, the concept of material deprivation in Spain has been measured using indices or indicators imported from other countries. However, there are no studies that investigate if all of these variables are really related to material deprivation in Spain. In this context, the objective of this study is to create a synthetic index for material deprivation for the municipalities in Spain, bearing in mind the variables available from the Population and Housing Census. The index was built on a principal components factor analysis. The analysis showed two factors. The first factor showed a high positive correlation to the variables relating to illiteracy rate, unemployment rate and percentage of manual labourers, while the second factor was seen as highly positively correlated to the variables relating to the percentage of homes without access to a vehicle and the dependency index and also correlated, though negatively, to the percentage of foreigners between 16 and 49 who lived abroad in 1991. The variables that make up the first factor can be considered to be an approximation of the concept of deprivation in Spain. This study proposes a deprivation index made up of three simple indicators available from national information sources: percentage of illiteracy, percentage of unemployment and percentage of manual labourers. With this index, the criteria for measuring deprivation in Spanish municipalities can be unified and a comparison of the results of the different studies in our context facilitated.

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References

  • Adiego, M., & Moneo, C. (2004). Pobreza y pobreza persistente en España. 1994–2001. Madrid: INE.

  • Anderson, T. W. (1984). An introduction to multivariate statistical analysis. New York: John Wiley & Sons.

    Google Scholar 

  • Arias, A., et al. (1993). Desigualdades en salud en Barcelona y Valencia. Medicina Clínica, 100, 281–287.

    Google Scholar 

  • Benach, J., & Yasui, Y. (1999). Geographical patters of excess mortality in Spain explained by two indices of deprivation. Journal of Epidemiology and Community Health, 53, 423–431.

    Google Scholar 

  • Borrell, C., Cortés, I., Artazcoz, L., Molinero, E., & Moncada, S. (2003). Social inequalities in mortality in a retrospective cohort of civil servants in Barcelona. International Journal of Epidemiology, 32, 386–389.

    Article  Google Scholar 

  • Box, G. E. P., & Cox, D. R. (1964). The analysis of transformations. Journal of the Royal Statistical Society, Series B, 26, 211–252.

    Google Scholar 

  • Carr-Hill, R., & Chalmers-Dixon, P. (2002). A review of methods for monitoring and measuring social inequality, deprivation and health inequality. Centre for Health Economics, The University of York.

  • Carstairs, V., & Morris, R. (1991). Deprivation and health in Scotland. Aberdeen: Aberdeen University Press.

    Google Scholar 

  • Coburn, D. (2000). Income inequality, social cohesion and the health status of populations: The role of neo-liberalism. Social, Science & Medicine, 51(1), 135.

    Article  Google Scholar 

  • Conduit, E., Brookes, R., Bramley, G., & Fletcher, C. L. (1996). The value of school locations. British Educational Research Journal, 22(2), 199.

    Article  Google Scholar 

  • Consejo Económico y Social (2001). La pobreza y la exclusión social en España: Propuestas en el marco del plan nacional para la inclusión social. Madrid: Consejo Económico y Social.

  • Crayford, T., Shanks, J., Bajekal, M., & Langford, S. (1995). Analysis from inner London of deprivation payments based on enumeration districts rather than wards. British Medical Journal, 311(7008), 787.

    Google Scholar 

  • Davey Smith, G., Dorling, D., Mitchell, R., & Shaw, M. (2002). Health inequalities in Britain: Continuing increases up to the end of the 20th century. Journal Epidemiology of Community Health, 56, 434–435.

    Article  Google Scholar 

  • Desai, M., & Shah, A. (1988). An econometric approach to the measurement of poverty. Oxford Economic Papers, 40, 505–522.

    Google Scholar 

  • Domínguez, R. (2002). La riqueza de las regiones. Las desigualdades económicas regionales en España, 1700–2000. Madrid: Alianza Editorial S.A.

  • Domínguez-Berjón, M. F., & Borrel, C. (2005). Mortalidad y privación económica en las secciones censales y los distritos de Barcelona. Gaceta Sanitaria, 19(5), 363–369.

    Article  Google Scholar 

  • Dominguez-Berjón, M. F., Borrell, C., Benach, J., & Pasarín, M. I. (2001). Medidas de privación material en los estudios de áreas geográficas pequeñas. Gaceta Sanitaria, 15(Supl. 4), 23–33.

    Google Scholar 

  • Dummer, T. J., & Parker, L. (2005). Changing socio-economic inequality in infant mortality in Cumbria. Arch Dis Child, 90(2), 157–162.

    Article  Google Scholar 

  • Dunleavy, P. (1979). The urban basis of political alignment: Social class, domestic property ownership, and state intervention in consumption processes. British Journal of Political Science, 9, 409–443.

    Google Scholar 

  • Dunlop, S., Coyte, P. C., & McIsaac, W. (2000). Socio-economic status and the utilisation of physicians’ services: Results from the Canadian National Population Health Survey. Social, Science & Medicine, 51(1), 123–133.

    Article  Google Scholar 

  • Escudero, M. J. (2003). Mujeres sin hogar en Granada. Un estudio etnográfico. Granada: Editorial Universidad de Granada.

    Google Scholar 

  • Esnaola, S., et al. (2006). Desigualdades socioeconómicas en la mortalidad en la Comunidad Autónoma del País Vasco. Gaceta Sanitaria, 20(1), 16–24. .

    Article  Google Scholar 

  • García, C., Malo, M. A., & Toharia, L. (2000). La pobreza en España. Madrid: Subdirección General de Publicaciones. Ministerio de Trabajo y Asuntos Sociales.

    Google Scholar 

  • García-Gil, C., Cruz-Rojo, C., Álvarez-Girón, M., & Solano-Parés, A. (2004). Health inequalitues in Seville, Spain: use of indicators of social deprivation and mortality in small areas. Public Health, 118, 11–20.

    Article  Google Scholar 

  • González, C. A., Argilaga, S., Agudo, A., Amiano, P., et al. (2002). Diferencias sociodemográficas en la adhesión al patrón de dieta mediterránea en poblaciones de España. Gaceta Sanitaria, 16(3), 214–221.

    Google Scholar 

  • Grupo de Trabajo de la Sociedad Española de Epidemiología de la Sociedad Española de Medicina de Familia y Comunitaria (2000). Atención Primaria, 25(5), 132–151.

    Google Scholar 

  • INE (2004). Censo de población, Viviendas y Hogares. 2001. Madrid: INE.

  • INE (2005). España en cifras. Madrid: INE.

  • Inaba, A., Thoits, P. A., Ueno, K., et al. (2005). Depression in the United States and Japan: Gender, marital status, and SES patterns. Social, Science & Medicine, 61, 2280–2292.

    Article  Google Scholar 

  • Jarman, B. (1983). Identification of underprivileged areas. British Medical Journal, 286, 1705–1709.

    Article  Google Scholar 

  • Krieger, N., Williams, D. R., & Moss, E. (1997). Measuring social class in us public health research: Concepts, methodologies, and guidelines. Annual Review of Public Health, 18, 341–378.

    Article  Google Scholar 

  • Ljung, R., Peterson, S., Hallqvist, J., Heimerson, I., & Diderichsen, F. (2005). Socioeconomic differences in the burden of disease in Sweden. Bulletin of the World Health Organization, 83(2), 92.

    Google Scholar 

  • Lostao L., Regidor E., Aïach P., & Domínguez, V. (2000). Desigualdades sociales en mortalidad por enfermedad isquémica del corazón y por enfermedad cerebrovascular en hombres en España y Francia, 1988–1990. Gaceta Sanitaria, 14(4), 264–267.

    Google Scholar 

  • Maravall, J. M. (1999). Dimensiones de la desigualdad. III Simposio sobre igualdad y distribución de la renta y la riqueza, Volumen I. Madrid: Fundación Argentaria.

  • Muenning, P., Franks, P., Jia, H., Lubetkin, E., & Gold, M. R. (2005). The income-associated burden of disease in the United States. Social, Science & Medicine, 61, 2018–2026.

    Article  Google Scholar 

  • Niggebrugge, A., Haynes, R., Jones, A., Lovett, A., & Harvey, I. (2005). The index of multiple deprivation 2000 access domain: a useful indicator for public health? Social Science & Medicine, 60, 2743–2753.

    Article  Google Scholar 

  • Pasarín, M. I., Borrell, C., & Plasencia, A. (1999). ¿Dos patrones de desigualdades sociales en mortalidad en Barcelona? Gaceta Sanitaria, 13(6), 431–440.

    Google Scholar 

  • Perotti, R. (1993). Political equilibrium, income distribution, and growth. Review of Economic Studies, 60, 755–776.

    Article  Google Scholar 

  • Regidor, E., Calle, M. E., Domínguez, V., & Navarro, P. (2001). Mortalidad según características sociales y económicas: Estudio de Mortalidad de la Comunidad Autónoma de Madrid. Medicina Clínica, 116, 726–731.

    Google Scholar 

  • Soomro, G. M., Burns, T., & Majeed, A. (2002). Socio-economic deprivation and psychiatric referral and admission rates- an ecological study in one London borough. Psychiatric Bulletin, 26, 175–178.

    Article  Google Scholar 

  • Townsend, P. (1993). The international analysis of poverty. Great Britain: Simon & Schuster International Group.

    Google Scholar 

  • Townsend, P., Phillimore, P., & Beattie, A. (1988). Health and deprivation. Inequality and the North. London: Routledge.

    Google Scholar 

Download references

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Correspondence to Carmen Sánchez-Cantalejo.

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Sánchez-Cantalejo, C., Ocana-Riola, R. & Fernández-Ajuria, A. Deprivation index for small areas in Spain. Soc Indic Res 89, 259–273 (2008). https://doi.org/10.1007/s11205-007-9114-6

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  • DOI: https://doi.org/10.1007/s11205-007-9114-6

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