Abstract
Multilevel models are used to analyse contextual effects in hierarchical structures in order to explore the relationship among nested units. This study aims to observe the link among the territorial micro units nested in higher levels. We examine electoral data in two stages, defined in first level units inside nested structures. In these we used economic, demographic and social variables in order to characterize the context and explore its effects upon the electoral outline of territorial units.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Barbosa, M. F., & Goldstein, H. (2000). Discrete response multilevel models for repeated measures: an application to voting intention data. Quality and Quantity, 34, 323–330.
Cho, W. K. T., Gimpel, J. C., & Dyck, J. J. (2006). Residential concentration, political socialization and voter turnout. The Journal of Politics, 68(1), 156–167.
Goldstein, H. (2003). Multilevel statistical models. London: Hodder Arnold.
ISTAT. (2001). { 14} ∘ Censimento della popolazione e delle abitazioni. Roma: ISTAT.
Johnston, R., Jones, K., Sarker, R., Burgess, S., Propper, C., & Bolster, A. (2003). A missing level in the analysis of British voting behaviour: the household as context as shown by analyses of 1992–1997 longitudinal survey. PSA EPOP Conference, Cardiff, UK.
Jones, K., Johnston, R., & Pattie, C. J. (1992). People, places and regions: exploring the use of multi-level modelling in the analysis of electoral data. British Journal of Political Science, 22, 343–380.
Kreft, I., & de Leeuw, J. (1998). Introducing multilevel models. London: Sage.
Lazarsfeld, P. F., & Menzel, H. (1961). On the relation between individual and collective properties. In A. Etzioni (Ed.), Complex organization. New York: Holt.
Riba, C., & Cuxart, A. (2003). Associationism and electoral participation: a multilevel study of 2000 Spanish general election. Comunicaciòn presentada en el VI congreso de la Asociaciòn española de ciencia polìtica y de la administraciòn. In Capital social, Asociacionismo y participaciòn polìtica en España. Barcelona, 18–20 de Septiembre.
Snijders, T. A. B., & Bosker, R. J. (1999). Multilevel analysis: an introduction to basic and advanced multilevel modelling. Thousand Oaks, CA: Sage.
Steembergen, M. R., & Jones, B. S. (2002). Modelling multilevel data structures. American Journal of Political Science, 46(1), 218–237.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2011 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
D’Agata, R., Tomaselli, V. (2011). Using Multilevel Models to Analyse the Context of Electoral Data. In: Ingrassia, S., Rocci, R., Vichi, M. (eds) New Perspectives in Statistical Modeling and Data Analysis. Studies in Classification, Data Analysis, and Knowledge Organization. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-11363-5_63
Download citation
DOI: https://doi.org/10.1007/978-3-642-11363-5_63
Published:
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-11362-8
Online ISBN: 978-3-642-11363-5
eBook Packages: Mathematics and StatisticsMathematics and Statistics (R0)