Creation of synthetic homogeneous neighbourhoods using zone design algorithms to explore relationships between asthma and deprivation in Strasbourg, France
The concept of ‘neighbourhood’ as a unit of analysis has received considerable research attention over the last decade. Many of these studies raise the question of the influence of local characteristics on variations in health and more recently, researchers have sought to understand how the neighbourhood can influence individual health through individual behaviour. Relatively few studies discuss the question of the borders and definition of a neighbourhood but we know that the results from health or population datasets are very sensitive to how zones are constructed – part of the Modifiable Areal Unit Problem (MAUP). In reality, we know that neighbourhoods are not constrained by artificial statistical boundaries, but rather exist as complex multi-dimensional living communities. This paper tries to better represent the reality on the ground of these communities to better inform studies of health. In this work, we have developed an experimental approach for the automated design of neighbourhoods using a small tessellated cell as a basic building block. Using the software AZTool, we considered population, shape and homogeneity constraints to develop a highly innovative approach to zone construction. The paper reports the challenges and compromises involved in building these new synthetic neighbourhoods. We provide a fully worked example of how our new synthetic homogeneous zones perform using data from Strasbourg, France. We examine data on Asthma reported through calls to the emergency services, and compare these rates with an index of multiple deprivation (NDI) which we have constructed and reported elsewhere. Higher correlations between Asthma and NDI were found using our newly constructed synthetic zones than using the existing French census areas of similar size. The significance of our work is that we show that careful construction of neighbourhoods – which we claim are more realistic than census areas – can greatly aid unpacking our understanding of neighbourhood relationships between health and the social and physical environments.
Volume (Year): 91 (2013)
Issue (Month): C ()
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- Stafford, Mai & Duke-Williams, Oliver & Shelton, Nicola, 2008. "Small area inequalities in health: Are we underestimating them?," Social Science & Medicine, Elsevier, vol. 67(6), pages 891-899, September.
- Flowerdew, Robin & Manley, David J. & Sabel, Clive E., 2008. "Neighbourhood effects on health: Does it matter where you draw the boundaries?," Social Science & Medicine, Elsevier, vol. 66(6), pages 1241-1255, March.
- D'Agostino, Antonello & McQuinn, Kieran & O'Brien, Derry, 2011.
"Nowcasting Irish GDP,"
32941, University Library of Munich, Germany.
- Antonello D'Agostino & Kieran McQuinn & Derry O’Brien, 2012. "Nowcasting Irish GDP," OECD Journal: Journal of Business Cycle Measurement and Analysis, OECD Publishing,Centre for International Research on Economic Tendency Surveys, vol. 2012(2), pages 21-31.
- Ann Forsyth & Mary Hearst & J. Michael Oakes & Kathryn H. Schmitz, 2008. "Design and Destinations: Factors Influencing Walking and Total Physical Activity," Urban Studies, Urban Studies Journal Limited, vol. 45(9), pages 1973-1996, August.
- A S Fotheringham & D W S Wong, 1991. "The Modifiable Areal Unit Problem in Multivariate Statistical Analysis," Environment and Planning A, , vol. 23(7), pages 1025-1044, July.
- A S Fotheringham & D W S Wong, 1991. "The modifiable areal unit problem in multivariate statistical analysis," Environment and Planning A, Pion Ltd, London, vol. 23(7), pages 1025-1044, July.
- Juhn, Young J. & Sauver, Jennifer St. & Katusic, Slavica & Vargas, Delfino & Weaver, Amy & Yunginger, John, 2005. "The influence of neighborhood environment on the incidence of childhood asthma: a multilevel approach," Social Science & Medicine, Elsevier, vol. 60(11), pages 2453-2464, June.
- Samantha Cockings & Andrew Harfoot & David Martin & Duncan Hornby, 2011. "Maintaining existing zoning systems using automated zone-design techniques: methods for creating the 2011 Census output geographies for England and Wales," Environment and Planning A, Pion Ltd, London, vol. 43(10), pages 2399-2418, October.
- David Briggs & Daniela Fecht & Kees de Hoogh, 2007. "Census data issues for epidemiology and health risk assessment: experiences from the Small Area Health Statistics Unit," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 170(2), pages 355-378.
- Cockings, Samantha & Martin, David, 2005. "Zone design for environment and health studies using pre-aggregated data," Social Science & Medicine, Elsevier, vol. 60(12), pages 2729-2742, June.
- S Openshaw & R S Baxter, 1977. "Algorithm 3: A Procedure to Generate Pseudo-Random Aggregations of N Zones into M Zones, Where M is Less Than N," Environment and Planning A, , vol. 9(12), pages 1423-1428, December.
- Sundquist, Kristina & Lindström, Martin & Malmström, Marianne & Johansson, Sven-Erik & Sundquist, Jan, 2004. "Social participation and coronary heart disease: a follow-up study of 6900 women and men in Sweden," Social Science & Medicine, Elsevier, vol. 58(3), pages 615-622, February.
- Dahlgren, Göran & Whitehead, Margaret, 1991. "Policies and strategies to promote social equity in health. Background document to WHO - Strategy paper for Europe," Arbetsrapport 2007:14, Institute for Futures Studies.
- Sundquist, Kristina & Theobald, Holger & Yang, Min & Li, Xinjun & Johansson, Sven-Erik & Sundquist, Jan, 2006. "Neighborhood violent crime and unemployment increase the risk of coronary heart disease: A multilevel study in an urban setting," Social Science & Medicine, Elsevier, vol. 62(8), pages 2061-2071, April.
- repec:esr:wpaper:rsnote2012/3/1 is not listed on IDEAS
- van den Berg, Agnes E. & Maas, Jolanda & Verheij, Robert A. & Groenewegen, Peter P., 2010. "Green space as a buffer between stressful life events and health," Social Science & Medicine, Elsevier, vol. 70(8), pages 1203-1210, April.
- Havard, Sabrina & Deguen, Séverine & Bodin, Julie & Louis, Karine & Laurent, Olivier & Bard, Denis, 2008. "A small-area index of socioeconomic deprivation to capture health inequalities in France," Social Science & Medicine, Elsevier, vol. 67(12), pages 2007-2016, December.
- S Openshaw & L Rao, 1995. "Algorithms for Reengineering 1991 Census Geography," Environment and Planning A, , vol. 27(3), pages 425-446, March.
- Diez-Roux, Ana V. & Link, Bruce G. & Northridge, Mary E., 2000. "A multilevel analysis of income inequality and cardiovascular disease risk factors," Social Science & Medicine, Elsevier, vol. 50(5), pages 673-687, March.
- David Martin & Abigail Nolan & Mark Tranmer, 2001. "The application of zone-design methodology in the 2001 UK Census," Environment and Planning A, Pion Ltd, London, vol. 33(11), pages 1949-1962, November.
- Macintyre, Sally & Ellaway, Anne & Cummins, Steven, 2002. "Place effects on health: how can we conceptualise, operationalise and measure them?," Social Science & Medicine, Elsevier, vol. 55(1), pages 125-139, July.
- S Openshaw & L Rao, 1995. "Algorithms for reengineering 1991 Census geography," Environment and Planning A, Pion Ltd, London, vol. 27(3), pages 425-446, March.
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