Neighborhood effect in Bilbao: recent empirical evidence
DOI:
https://doi.org/10.3989/estgeogr.2022101.101Keywords:
socio-economic disparities, socio-economic indicators, multiple factorial analysis, neighborhood effect, BilbaoAbstract
The objective of this work is to explore the possible existence of the “neighborhood effect” in the city of Bilbao. To do this, based on municipal statistics and using Multiple Factor Analysis as support, we carried out a characterization of the neighborhoods of Bilbao from a multidimensional perspective. The analysis suggests that in some of the most segregated areas of the city some of the mechanisms through which the “neighborhood effect” operates are observed. Regarding public management, neighborhood-based governance approaches recognizing the neighborhood as the main area of action seem to be the most appropriate response to advance in reducing segregation and improving the quality of life of residents.
Downloads
References
Aguado-Moralejo, I., Echebarria, C. y Barrutia, J. M. (2019). Aplicación de un análisis clúster para el estudio de la segregación social en el municipio de Bilbao. Boletín de la Asociación de Geógrafos Españoles, 81, 2763. https://doi.org/10.21138/bage.2763
Aguilar, L. (2015). Segregación residencial y población extranjera en Lleida. En J. de la Riva et al. (eds.), Análisis espacial y representación geográfica: innovación y aplicación (pp. 1901-1910). Recuperado de http://congresoage.unizar.es/eBook/trabajos/201_Aguilar%20Ortiz.pdf
Altuzarra Artola, A., Álvarez González, I., Martínez Tola, E. y Rodríguez Álvarez, A. (2018). Diferenciación socio-espacial urbana: mapa sintético de la estratificación de los barrios de Bilbao. Scripta Nova. Revista Electrónica de Geografía y Ciencias Sociales, 22, 601. https://doi.org/10.1344/sn2018.22.21273
Andersen, H. S. (2008). Why do residents want to leave deprived neighbourhoods? The importance of residents' subjective evaluations of their neighbourhood and its reputation. Journal of Housing and the Built Environment, 23, 79-101. https://doi.org/10.1007/s10901-008-9109-x
Antolín, E., Fernández, J. M. y Lorente, E. (2010). Estrategias de regeneración urbana y segregación residencial en Bilbao: apariencias y realidades. Ciudad y Territorio: Estudios Territoriales, 42(163), 67-82. Recuperado de https://recyt.fecyt.es/index.php/CyTET/article/view/75976
Atkinson, R. y Kintrea, K. (2001). Disentangling Area Effects: Evidence from Deprived and Non-deprived Neighbourhoods. Urban Studies, 38(12), 2277-2298. https://doi.org/10.1080/00420980120087162
Bauder, H. (2002). Neighbourhood Effects and Cultural Exclusion. Urban Studies, 39(1), 85-93. https://doi.org/10.1080/00420980220099087
Bell, W. (1954). A Probability Model for the Measurement of Ecological Segregation, Social Forces, 32(4), 357-364. https://doi.org/10.2307/2574118
Blanco, C. (2005). La inmigración extranjera en Bilbao. Recuperado de http://www.ikuspegi.eus/documentos/investigacion/es/Inmi_Bilbao_2005.pdf
Bolster, A., Burgess, S., Johnston, R., Jones, K., Propper, C. y Sarker, R. (2007). Neighbourhoods, households and income dynamics: A semi-parametric investigation of neighbourhood effects. Journal of Economic Geography, 7(1), 1-38. https://doi.org/10.1093/jeg/lbl013
Brännström, L. (2004). Poor Places, Poor Prospects? Counterfactual Models of Neighbourhood Effects on Social Exclusion in Stockholm, Sweden. Urban Studies, 41(13), 2515-2537. https://doi.org/10.1080/0042098042000294547
Buck, N. (2001). Identifying neighborhood effects on social exclusion. Urban Studies, 38(12), 2251-2275. https://doi.org/10.1080/00420980120087153
Burgess, E. W. (1928). Residential segregation in American cities. The Annals of the American Academy of political and social science, 140(1), 105-115. https://doi.org/10.1177/000271622814000115
Cheshire, P. C. (2007). Segregated neighbourhoods and mixed communities. A critical analysis. Recuperado de http://eprints.lse.ac.uk/19446/1/Segregated_neighbourhoods_and_mixed_communities_-_a_critical_analysis.pdf
Consejo Escolar de Euskadi (2020). Informe sobre la situación del sistema educativo vasco. 2017-18/2018-19. Recuperado de https://consejoescolardeeuskadi.hezkuntza.net/es/informe-ensenanza
De la Cal, M. L. y Martínez, P. M. (2009). Barrios con privación y exclusión social. Estructura de oportunidades y aislamiento institucional. Zainak, 32, 877-896.
Dietz, R. D. (2002). The estimation of neighborhood effects in the social sciences: An interdisciplinary approach. Social Science Research, 31(4), 539-575. https://doi.org/10.1016/S0049-089X(02)00005-4
Domínguez, M., Leal, J. y Martínez, E. (2012). The Limits of Segregation as an expression of socioeconomic inequality: The Madrid case. En K. Fujita y T. Maloutas (2012), Residential Segregation in Comparative Perspective (pp. 217-235). London: Routledge.
Duncan, O. D. y Duncan, B. (1955). A methodological analysis of segregation indexes. American Sociological Review, 20(2), 210-217. Recuperado de https://www.jstor.org/sici https://doi.org/10.2307/2088328
Escofier, B. y Pagès, J. (1992). Análisis factoriales simples y múltiples: objetivos, métodos e interpretación. Bilbao: Universidad del País Vasco.
Eustat (2017a). Estadística municipal de educación. Recuperado de http://www.eustat.eus/elem/ele0013600/tbl0013678_c.html
Eustat (2017b). Estadística municipal de población activa. Recuperado de http://www.eustat.eus/elementos/ele0014200/bl0014225_c.html
Eustat (2017c). Estadística municipal de viviendas. Recuperado de http://www.eustat.eus/elem/ele0013600/tbl0013625_c.html
Eustat (2018). Estadística de Renta Personal y Familiar. Recuperado de http://www.eustat.eus/elem/ele0006200/tbl0006267_c.html
Gainza, X. (2017). Culture-led neighbourhood transformations beyond the revitalization/gentrification dichotomy. Urban Studies, 54(4), 953-970. https://doi.org/10.1177/0042098016630507
Galster, G. C. (2012). The Mechanism
(s) of Neighbourhood Effects: Theory, Evidence, and Policy Implications. En M. van Ham et al. (2012), Neighbourhood Effects Research: New Perspectives (pp. 23-56). New York: Springer. https://doi.org/10.1007/978-94-007-2309-2_2
Garner, C. L. y Raudenbush, S. W. (1991). Neighborhood Effects on Educational Attainment: A Multilevel Analysis. Sociology of Education, 64(4), 251-262. https://doi.org/10.2307/2112706
Gobierno Vasco (2021a). GeoEuskadi [visor GIS]. Recuperado de https://www.geo.euskadi.eus/s69-15375/es.
Gobierno Vasco (2021b). Open Data Euskadi. Recuperado de https://opendata.euskadi.eus/inicio/
Harris, R. (1984). Residential Segregation and Class Formation in the Capitalist City: A Review and Directions for Research. Progress in Geography, 8(1), 26-49. https://doi.org/10.1177/030913258400800102
Hastings, A. (2009). Neighbourhood environmental services and neighbourhood 'effects': Exploring the role of urban services in intensifying neighbourhood problems. Housing Studies, 24(4), 503-524. https://doi.org/10.1080/02673030902938389
Hoya Gobantes, O. (2017). El efecto barrio en Bilbao: estudio de indicadores. Trabajo fin de grado. Universidad del País Vasco. Recuperado de https://addi.ehu.es/handle/10810/23591?show=ful
Ikei (2017). Diagnóstico sobre la Vivienda en Bilbao. Informe Final. Bilbao: Ayuntamiento de Bilbao.
Jencks, Ch. y Mayer, Susan E. (1990). The social consequences of growing up in a poor neighborhood. En L. Lynn y M. Mcgeary (1990), Inner-City Poverty in the United States (pp. 111-185) Washington, D.C.: National Research Council.
Leal Maldonado, J. (1979). Vivienda y sociedad: El análisis sociológico del problema de la vivienda. Revista Española de Investigaciones Sociológicas, 8, 89-102. https://doi.org/10.2307/40182810
Leventhal, T. y Brooks-Gunn, J. (2003). Moving to Opportunity: an experimental study of neighborhood effects on mental health. American Journal of Public Health, 93(9), 1576-1582. https://doi.org/10.2105/AJPH.93.9.1576 PMid:12948983 PMCid:PMC1448013
López, I. (2018). Los olvidados. Marginalidad urbana y delincuencia juvenil en los extrarradios de las ciudades industriales: Otxarkoaga y San Blas (1959-1986). Bilbao: Universidad del País Vasco (UPV/EHU). Recuperado de http://hdl.handle.net/10810/28826
Martori, J. C., Hoberg, K. y Surinach, J. (2006). Población inmigrante y espacio urbano: Indicadores de segregación y pautas de localización. Eure, 32(97), 49-62. https://doi.org/10.4067/S0250-71612006000300004
Massey, D. S. y Denton, N. A. (1988). The dimensions of residential segregation. Social Forces, 67(2), 281-315. https://doi.org/10.2307/2579183
Musterd, S. y Andersson, R. (2005). Housing mix, social mix and social opportunities. Urban Affairs Review, 40(6), 761-790. https://doi.org/10.1177/1078087405276006
Musterd, S. y Ostendorf, W. (2012). Inequalities in European cities. En S.J. Smith, M. Elsinga, y L. Fox O'Mahony (eds.), International Encyclopedia of Housing and Home (pp. 49-55). Oxford: Elsevier. https://doi.org/10.1016/B978-0-08-047163-1.00677-9
Nieuwenhuis, J. (2016). Publication bias in the neighbourhood effects literature. Geoforum, 70, 89-92. https://doi.org/10.1016/j.geoforum.2016.02.017
Observatorio Urbano de Barrios de Bilbao (2017). Avance de Resultados. Bilbao: Ayuntamiento de Bilbao. Recuperado de https://www.bilbao.eus/observatoriobarrios/inicio.html
Oreopoulos, P. (2003). The long-run consequences of living in a poor neighbourhood. The Quarterly Journal of Economics, 118(4), 1533-1575. https://doi.org/10.1162/003355303322552865
Overman, H. G. (2002). Neighbourhood effects in large and small neighbourhoods. Urban Studies, 39(1), 117-130. https://doi.org/10.1080/00420980220099104
Permentier, M., van Ham, M. y Bolt, G. (2008). Same neighbourhood…different views? A confrontation of internal and external neighbourhood reputations. Housing Studies, 23(6), 833-855. https://doi.org/10.1080/02673030802416619
Plaza, B., Tironi, M., y Haarich, S. N. (2009). Bilbao's art scene and the "Guggenheim effect" revisited. European Planning Studies, 17(11), 1711-1729. https://doi.org/10.1080/09654310903230806
Rodríguez, I. (2014). Rehabilitación, regeneración y renovación urbana en Bilbao la Vieja, San Francisco y Zabala. Ciudad y Territorio: Estudios Territoriales, 179, 199-206. Recuperado de https://oa.upm.es/32935/
Sabatini, F. y Brain, I. (2008). La segregación, los guetos y la integración social urbana: mitos y claves. Eure, 34(103), 5-26. https://doi.org/10.4067/S0250-71612008000300001
Sampson, R. J. (2008). Moving to inequality: Neighborhood effects and experiments meet structure, American Journal of Sociology, 114(11), 189-231. https://doi.org/10.1086/589843 PMid:25360053 PMCid:PMC4211272
Sampson, R. J., Morenoff, J. y Gannon-Rowley, T. (2002). Assessing 'neighborhood Effects': Social processes and new directions in research. Annual Review of Sociology, 28, 443-478. https://doi.org/10.1146/annurev.soc.28.110601.141114
Schaefer-Mcdaniel, N., Caughy, M. O., O'campo, P., y Gearey, W. (2009). Examining details of neighborhood observations and the relationship to health: A literature review. Social Science & Medicine, 70(2), 277-292. https://doi.org/10.1016/j.socscimed.2009.10.018 PMid:19883966
Slater, T. (2013). Your life chances affect where you live: a critique of the cottage industry of neighbourhood effects research. International Journal of Urban and Regional Research, 37(2), 367-387. https://doi.org/10.1111/j.1468-2427.2013.01215.x
Taylor, M. (1998). Combating the social exclusion of housing estates. Housing Studies, 13(6), 819-832. https://doi.org/10.1080/02673039883092
van Ham, M., Manley, D., Bailey, N., Simpson, L. y Maclennan D., (eds.). (2012). Neighbourhood Effects Research: New Perspectives. New York and London: Springer, Dordrecht. https://doi.org/10.1007/978-94-007-2309-2
van Ham, M., Manley, D., Bailey, N., Simpson, L. y Maclennan, D. (eds.) (2013). Understanding Neighbourhood Dynamics. New Insights for Neighbourhood Effects Research. New York and London: Springer Dordrecht Heidelberg. https://doi.org/10.1007/978-94-007-4854-5
White, M. J. (1983). The measurement of spatial segregation. American Journal of Sociology, 88(5), 1008-1018. https://doi.org/10.1086/227768
Wong, D. W. S. (1993). Spatial indices of segregation. Urban Studies 30(3), 559-572. https://doi.org/10.1080/00420989320080551
Wong, D. W. S. (1999). Geostatistics as measures of spatial segregation. Urban Geography, 20(7), 635-647. https://doi.org/10.2747/0272-3638.20.7.635
Published
How to Cite
Issue
Section
License
Copyright (c) 2022 Consejo Superior de Investigaciones Científicas (CSIC)

This work is licensed under a Creative Commons Attribution 4.0 International License.
© CSIC. Manuscripts published in both the print and online versions of this journal are the property of the Consejo Superior de Investigaciones Científicas, and quoting this source is a requirement for any partial or full reproduction.
All contents of this electronic edition, except where otherwise noted, are distributed under a Creative Commons Attribution 4.0 International (CC BY 4.0) licence. You may read the basic information and the legal text of the licence. The indication of the CC BY 4.0 licence must be expressly stated in this way when necessary.
Self-archiving in repositories, personal webpages or similar, of any version other than the final version of the work produced by the publisher, is not allowed.