Notes
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[1]
Incorporation is a legal possibility for spatial groupings to constitute a municipality with its own taxes and services through a referendum voted by the population and validated by the higher levels (county, state).
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[2]
This research is part of a geography thesis at the University Denis Diderot – Paris 7 and with the UMR 8504 Géographiecités, directed by Claude Grasland and Renaud LeGoix.
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[3]
Case study based on a week of field investigations in April 2013.
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[4]
Since the 1980s, certain North American geographers have become interested in intermediate-sized cities in developing countries (Rondinelli, 1982). It has really only been since the 2000s that small and intermediate-sized cities have become an analytical category in American cities (Markusen et al., 1999; Bell, Jayne, 2006; Norman, 2013).
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[5]
U.S. Census Bureau, U.S. Department of Commerce: http://www.census.gov/aboutus/who.html.
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[6]
Counties are the basic political and legal link in the United States. Autonomous municipalities have remained included within the county for the census.
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[7]
In particular using the segregation indices suggested by Otis Dudley Duncan and Beverly Duncan (1955).
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[8]
There is a wealth of research on these effects and the scope of this article does not allow for a detailed presentation of it all. A summary presenting the different views was written by Marie-Hélène Bacqué and Sylvie Fol in the book by Authier J.-Y., Bacqué M.-H., Guérin-Pace F. (2006), Le Quartier : enjeux scientifiques, actions politiques et pratiques sociales. Paris: La Découverte, 293 p.
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[9]
In the United States, there still exists a decennial general census of the population. Most demographic information is derived from a complete census, whereas economic data (eg income or wealth) are collected by a partial census.
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[10]
After 2005, the previous decennial censuses became the American Community Surveys. The methods are the same, but they are held annually with a sample of 8% of the population. The census compiles and adjusts the data according to previous years and provides a margin of error.
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[11]
This method was already well recognized, and the means and consequences of its implementation are under debate (Reibel, 2011). Moreover, the private database Geolytics, which has been harmonized since the 1970s in order to study the recent and detailed grids, opens the way for this type of analysis (Mikelbank, 2011; Le Goix, 2013).
Introduction
1Over the past several decades, the emergence of huge conurbations and mega-cities has sparked debate, notably over inequalities, with extreme social-spatial forms such as slums or gated communities blamed for the fragmentation of societies. These issues echo research carried out in the 1960s by economists and geographers (Pinchemel et al., 1960) on the existence of an optimal urban state. The main idea is that beyond a certain size, a city generates negative externalities: congestion, the consumption of space and resources, increased inequalities. The ideal city, with the best economic, social, political, and environmental conditions, tends to be of average size. Architects and urban planners (Llop, 1999) have adopted the idea that smaller towns are less segregated. However, in the absence of empirical evidence, it remains a highly speculative theory. Indeed, research on inequality and segregation is almost exclusively concerned with the dynamics of the largest metropolises (Scott, 2011), obscuring the possible diversity of other cities. When segregation is measured in smaller cities, not only is it based on indicators that are restrictive in terms of population but also insufficient in terms of spatial analysis (Apparicio, 2000). Furthermore, results are only slightly lower than for the largest cities (Wong et al., 1999). Thus information on the social division of space in intermediate cities is largely missing.
2According to Michael J. White (1983), “New Orleans is seen to have several black residential clusters, while Boston has primarily one black residential area”. In this case study of two cities of different sizes, the author observed variations in the spatial patterns of social divides according to the size of the city. More than the intensity of segregation, these configurations are important because of the contextual effects that result from the dissimilarity between neighboring districts (François, 2002). In second-tier cities, the smaller size provides more opportunities for extremes to co-exist side by side; whereas in large cities, there is sufficient distance to separate unwanted populations through real estate markets and strategies of self-segregation. From the perspective of urban ecology as proposed by Brian Berry and John Kasarda (1977), it is thus perfectly legitimate to assume a relationship between a city’s size and the spatial configurations of its social division.
3Such a hypothesis implies changing the terms used to understand this aspect of intermediate cities; they should not be based on the quality of life of inhabitants nor degrees of segregation, but rather on geographical concepts. For intermediate cities, processes contributing to the social division of urban areas are thus at the root of discontinuities, that is to say of the social disruption in the spatial distribution of the various populations. Discontinuities are a preferred concept to analyze this stratum of the hierarchy. It is a flexible, cumulative concept that informs the characteristics and the radical nature of the neighborhood as well as enabling a better comprehension of the relationship between spatial organization and the various societies (François, 2002).
4This approach of discontinuities is part of American cities, where the metropolization process clearly implicates the configurations of social-spatial divisions in intermediate cities, into either forms borrowed from the metropolises, or into specific approaches. Moreover, the country’s largest cities are often fragmentation models. These cities appear divided along social, functional, and political lines. Starting in the 1920s, the Chicago School widely described the cities in the United States from a social perspective, with the apparent mosaic formed by the juxtaposition of increasingly heterogeneous suburbs (Glaeser, Vigdor, 2012). From the functional point of view, U.S. cities were marked by a hyper-specialization due to urban sprawl and the dissociation of residences and workplaces – central business districts or secondary poles (Scott, 1988). As for the political fragmentation, it has been mainly due to the incorporation process [1], a tool of urban separatism (Miller, 1981; Purcell, 2001). These different registers perfectly encompass the concept of discontinuity since it has the advantage of extending across several dimensions: social, political, morphological, functional and symbolic. Understanding the spatial correspondence of these dimensions allows us to understand both the intensity of the fragmentation underway in the neighborhood and the factors of the social division of space, due to their articulating links. Discontinuities, when defined multi-dimensionally (administrative and political boundaries, morphological breaks or those relating to accessibility, cognitive categories), and when their trajectories are taken into consideration both spatially and temporally, become a concept with a wealth of possibilities to understand the segregation and urban characteristics of intermediate cities.
5Based on the concept of discontinuity, captured multi-dimensionally, our research assesses the combined dynamics and factors of social-spatial divisions in intermediate cities in the United States and thereby reveals a possible size-related effect in terms of the spatial patterns of segregation.
6This article presents research [2] on the social-spatial structures of intermediate cities in the United States across three main axes. First, studying discontinuities requires the identification of the intermediate layer of urban hierarchy. Then, the characterization of social discontinuities within these U.S. cities allows us to read their spatial and temporal trajectories. Finally, spatial discontinuities are a multi-dimensional geographical object, whose interlocking logics need to be understood. Examples will be taken from Albany [3], the capital of the state of New York and an urban area of one million inhabitants.
An intermediate category of urban hierarchy
7The first line of research will provide a working definition for intermediate cities in the context of the United States, a pre-requisite for the study of internal discontinuities. Since the 1970s, geographers have shown a marked interest in towns of average or intermediate size in France, but the precise definition of this category of city continues to be debated (Santamaria, 2000). With certain exceptions [4], these questions remain absent in an American context. Roger Brunet thus observed that intermediate cities are “unidentified real objects” (1997, p. 13), mainly due to ambiguousness of terms, thresholds, and criteria (Table 1). In addition, these issues are linked to scales and contexts: then the population is more important when focusing on a continental scale and on recent urbanization contexts, as is the case in the United States.
Multiplication of terms and thresholds for intermediate cities
Multiplication of terms and thresholds for intermediate cities
8In these discussions, we rely on the concept of an intermediate city, because its definition is more operational. Indeed, the intermediate nature of cities is defined by two criteria: a smaller size in the urban hierarchy and intermediary functions between an upper level and the surrounding space (Denis, 2007; Carrière, 2008). These two theoretical aspects are complementary. The concept of intermediate cities appears to be the most operational because it synthesizes other terms while allowing assumptions to define thresholds of “intermediateness”. We can first assume that the lower and upper limits are different in nature, because size is more discriminating than functions among the most populated cities. Small towns on the contrary differentiate themselves more along the logic of the presence or absence of functions. As these categories are porous (small towns may have certain functions and large cities none), we can secondly assume that there is no strict threshold within the hierarchy but rather buffers on a scale of intermediateness.
9The definition of intermediate cities is also tied to the urban grid being studied. In the U.S., there is no legal definition of the metropolitan level, but the U.S. Census [5] provides a functional definition of cities: a Core Based Statistical Area (CBSA). This refers to agglomerations with at least 10,000 inhabitants and a periphery based on functional criteria (Fig.1). This definition works at the county level [6] and aggregates certain rural areas. Peripheral counties are integrated when they reach a threshold of 25% of the active population commuting between home and work. This definition is widely used by American geographers because of the wealth of available data and it makes sense for the analysis of structures and intra-urban processes (Le Goix, 2013). The urban framework created by the CBSA includes 917 cities with a highly uneven distribution (Fig. 2). It opposes the Northeast and its urbanized coastlines and the Midwest where the spread is more diffuse.
Construction of urban areas by the U.S. Census: The case of Albany
Construction of urban areas by the U.S. Census: The case of Albany
The population of the 917 cities in the United States in 2010
The population of the 917 cities in the United States in 2010
10Using this framework, the first step is to build a database of US cities using criteria such as size and function to measure the levels of intermediateness. By choosing a criteria of size, we take into account the metropolization process, whose effects are the reinforcement of urban hierarchy and the accentuation of social and spatial inequalities. Possible size criteria could be the number of inhabitants in a city or the number of air passengers transiting through a city for example. Functional criteria could be the status of the State capital or the presence of a university. The combination of these criteria refines the identification of an intermediate category of cities using two methods: first by identifying breaks in rank-size curves, which could correspond to thresholds between different categories of cities, and second, by counting attributes of centrality. Combined, these measures provide a workable definition for intermediate cities in the United States which, in a second step, will allow for intra-urban analyses.
Social discontinuities of intermediate cities: Towards a consideration of spatial configurations
11The second line of research aims to show that the discontinuities are a privileged object, both to decipher the mechanisms of social-spatial divisions in intermediate cities and to assess the impact of size on the spatial configurations of these divisions.
The notion of discontinuity for a reading of the spatial configurations of social division
12North America, as does France, has a long history of research on segregation and the social division of space resulting in a large body of literature. However, the issue of discontinuities has never been directly addressed (François, 2002). Indeed, while these terms encompass a set of metaphors describing the existence of breaks separating homogeneous spatial units, methodological investigations have mostly focused on measuring the concentration of populations or identifying large urban areas of social homogeneity (Brun, Rhein, 1994). In a move initiated by the Chicago School, many indices or multivariate statistics were produced, thus meeting the needs of a highly ethnic US context [7] (Grafmeyer, Joseph, 1984). These methods are interesting but present serious shortcomings in the analysis of the social division of space (White, 1983; Wright et al., 2005; Clark, 2006; Duncan et al., 2012). The most numerous are, first, the lack of information on spatial patterns and neighborhoods, and second, the focus on specific populations and the inability to include a range of more or less inter-related indicators (Apparicio, 2000).
13It seems necessary to understand the spatial patterns of social division due to effects related to the association of social difference with spatial proximity. By spatial configuration, we are referring to the positions of spatial groups relative to each other. At least two theoretical configurations can be identified: polarization and fragmentation. Polarization refers to the simple partition of the city wherein large, homogeneous areas are separated by gradients. Taken to the extreme, this leads to a dual structure as described in many major cities and transposed – unmodified – to other cities. Fragmentation corresponds to a more complex spatial structure where groupings are fragmented and dispersed throughout urban spaces. Classic measures of segregation however cannot capture these spatial configurations; despite the fact that they are decisive due to the contextual effects they elicit.
14The issue of neighborhood effects was first developed in the United States, and continued in France with a different approach [8]. However, both approaches postulate the existence of social effects linked to the spatial concentration of homogeneous populations, particularly in terms of social relationships, opportunities, and access to urban resources (Authier, 2006). Coupled with the fact that “the space counts” and that we can “assume that the distance determines the form of the social relationship” (François et al., 2002; Hipp, Perrin, 2006), one can thus assume that the neighborhood affects the shapes and trajectories of social relationships (François, 2002). This postulate is not the focus of our research but it does help justify the interest for fragmented situations in general and discontinuities in particular, where social distance is associated with spatial proximity.
15Two approaches shaped the study of the links between the proximity and similarity of places. The first and most developed dates back to the 1971 article by economist Thomas C. Schelling, which proposed a dynamic model of segregation to explain the formation of racially homogeneous spaces in the United States. There is an abundant literature on positive spatial auto-correlation, a principle stating that two nearby locations are more similar than two distant ones. For Jean-Christophe François (2002), this approach leads to the consideration of spatial gradients and does not capture the social disruptions in the spatial distribution of populations. Furthermore, the second approach considers discontinuities, in a broad sense, to be “what separates two neighboring and different spatial sets.” Therefore, the question is no longer about the intensity of segregation but the forms of spatial separation based on inequalities and social disparities at the neighborhood level. This perspective offers the advantage of encompassing the range of situations between segregated contexts and diversity, to render different types of cities comparable, and even more, to understand the different social aspects of spatial separation (Le Goix, Vesselinov, 2012).
Social, spatial, and temporal trajectories in the discontinuities of intermediate cities
16As markers of social separation, discontinuities more widely reflect the fragmentation of urban spaces. As such, they must be interpreted according to three criteria: social, spatial, and temporal. The first criterion is «social» because the division of space is not limited to a single criterion, particularly in the United States where age, socio-professional categories, race, income, and other fields do not necessarily overlap despite correspondences and logics of self-segregation within homogeneous groups. This holds particularly true for Albany, where discontinuities associated with wealth and ethno-racial groups are mainly located in central areas whereas heterogeneity related to life cycles appears in suburban areas (Figure 3). Each field can create its own discontinuities, which are then qualified as elementary; we are dealing with the “slope between two spatial units on a measuring scale with a single indicator” (Le Goix, 2003). In cases where these discontinuities overlap, they form a structural discontinuity that becomes a major fact of the social division of space through the definition of recurring spatial forms. It is hypothesized that the more a discontinuity is structural, the more radical is the separation between neighboring spatial units.
Multivariate dimensions of the divisions of social space in Albany
Multivariate dimensions of the divisions of social space in Albany
Analyse en composantes principales sur les 665 block groups à partir de 10 variables (80 % de variance expliquée dans les quatre premiers critères) renseignant l’appartenance ethno-raciale (populations blanches, noires, asiatiques, hispaniques), l’âge (moins de 18 ans, 18 à 25 ans, 25 à 45 ans, 45 à 65 ans, plus de 65 ans), la population sous le seuil de pauvreté, le revenu médian des ménages.17The second criterion of analysis is the spatial dimension of discontinuities. We have postulated that the shape and position within cities reflect different processes and variations in the intensity of spatial separation. Thus, Jean-Francois Christophe (2002), in the case of educational areas in Paris and its suburbs, demonstrated that annular discontinuities reveal control strategies used by the actors present. Other forms are recurrent: rectilinear discontinuity suggests a clear break, while intermittence on the contrary indicates a porous structure.
18The third criterion consists of temporal discontinuities. Indeed, discontinuities are linked to urban dynamics and are de facto evolving objects in terms of intensity and form. Several types of evolution are possible and can be combined, such as stability, disappearance, or changes of intensity. As stated by François Durand-Dastès “any location with a certain permanence corresponds to the workings of a system with a certain stability” (1984). We thus assume that the temporal stability of a discontinuity is associated with a stronger social separation. The analysis of trajectories of discontinuities should allow the identification within segregation mechanisms of those things that are tied to a permanent structure and those related to social change.
19This intra-urban analysis will focus on a database, under construction, of U.S. intermediate cities. It combines four census surveys carried out between 1980 and 2010 [9] and the American Community Survey (ACS) [10]. This range depends on both the quality of the data, since definitions change, and the availability of data standardised on a fine scale. Indeed, the diachronic analysis is confronted with the changes in the meshwork grid over time, which implies a reconstructive phase for the mesh starting with the most recent and using the interpolation technique [11]. Thus, the scale of block groups, the most detailed subdivision of the census (between 600 and 3 000 inhabitants) for which data are available, seems more relevant because it accurately captures the discontinuities. In addition, the use of this level reduces the risk that discontinuity phenomena operate within the spatial units under study and yet remain hidden during analysis. Finally, discontinuities can be apprehended using measures of dissimilarity and their spatial forms, their trajectories, and their identified overlays (Figure 3).
20The identification and the social, spatial and temporal characterizations of discontinuities in intermediate cities in the United States is a key to understanding the spatial patterns of social separation. Understanding the dynamics of fracture lines in these cities tests the unity or diversity of this group of cities, and thus helps to discover any similarities with the metropolises, which have been extensively studied elsewhere. Finally, this analysis is the first step in a more comprehensive understanding of discontinuities and fragmentation in urban spaces.
The notion of multidimensional discontinuity and urban territorialization
21The notion of discontinuity challenges the city as a system. The discontinuities constitute a dysfunction that calls cities into question and creates fragmentation. Yet, we define discontinuities as a set of geographical dimensions that can be superimposed on the local level and in some cases, can lead to fragmentation. The issues based on this concept are firstly to separate the factors of the social division of space, and secondly to measure the fragmentation and territorialization of social separation.
Do discontinuities challenge the city?
22Segregation and discontinuities are repeatedly seen as a dysfunction of cities, especially in the intermediate segment of the hierarchy, where the social-spatial problems are theoretically resolved or diluted. These very meaningful discourses are part of a double reference: the debate on urban fragmentation and an organicist definition of the city.
23The issue of urban fragmentation developed in the 1990s in France, amid a profusion of discourses on “the urban issue” or “the breaking up of cities” and the risk of ambiguity with other terms such as segregation, polarization, and separation. Françoise Navez-Bouchanine (2002) distinguishes two approaches to fragmentation. The first is social and based on a process that consolidates populations with a common identity through affinity or attribution. Another is spatial and observes fragmentation through privatization, political fragmentation, isolation, and physical barriers. The approach, in terms of fragmentation, therefore cuts across different urban dimensions to account for social and physical separation, often attributing causality to metropolization or globalization. It therefore relies implicitly on the notion of discontinuity, in a multidimensional manner, to feed alarmist discourse on the social fragmentation of urban societies that could undermine the cohesion of cities.
24The debate on fragmentation is in a second repository that defines the city organismically. This is a common stance in the United States with the sociological tradition of the Chicago School and the inertia of ethnic and racial issues. The goal is to define the city as a coherent and cohesive whole, whose function lies in its ability to integrate and assimilate people into a larger whole. The city then forms a spatial system, that is to say, a set of social and spatial elements connected by interactions that would be challenged by fragmentation and discontinuities (François, 2002). In other words, this approach considers discontinuities as a break in cities’ integrative capacity, resulting in the destabilization of the system that could lead to a breakdown in independent systems. Though there does not seems to be any real or permanent breaks within U.S. cities, urban sociology and radical geography – as seen in English language research – discuss such separations, notably with the distinction between the core and the periphery (Clark, 1988) or through the incorporation process.
25Furthermore, rather than seeing the discontinuity as a symptom of a breakdown, we would like to suggest it be defined as a spatial link, that is to say, the means by which neighboring and different spaces enter into contact. The discontinuity is then both a product of social and spatial logics and a geographic feature helping to define social relations forming on both sides – in other words, a spatial component of the social dimension. As a spatial relationship, discontinuities therefore vary between functioning as interfaces or separators; our goal is thus to unravel their logic. This approach recontextualizes the dynamics of discontinuities within a systemic perspective where each break is at the root of converging or diverging processes within the neighborhoods. As for the role of discontinuities, it is based on the social, spatial, and temporal dynamics of the separation seen previously. From the stance of urban fragmentation, it is also based on the links between different dimensions of the discontinuities.
A multidimensional definition of discontinuities: connections to urban fragmentation
26Within multidimensionality lies one of the key scientific interests of the notion of discontinuity. Indeed, there are several types of spatial breaks, which exist in different spaces and different metrics: social, territorial, topological, subjective, reticular (Berry, Kasarda, 1977). Following Kevin Lynch’s (1969) pioneering research on the fractures in several U.S. cities, these particular discontinuities can be viewed as dimensions completely integrated in the overall concept of discontinuity. Five dimensions are identifiable, illustrated by the example of Albany (Photo 1):
- the social dimension corresponds to residential segregation and refers directly to the logic of differentiating spaces along the axes and the criteria defined above;
- the morphological dimension refers to all spatial asperities (relief, railways, highways, rivers, parks, cemeteries, etc.) that can be used as a base for residential strategies or mechanisms of separation (Lynch, 1969);
- the political dimension is tied to the multiple limits and territorial grids that stretch across cities and define sets wherein specific territorial ownership policies and practices are deployed (Le Goix, 2003; Kato, 2006);
- the functional dimension refers to mobility and gaps in accessibility between neighborhoods, differentiating isolated areas along which discontinuities can be found. In the U.S., the shape and density of the road network is a key element. (Grannis, 1998; Duncan et al., 2012.)
- the symbolic or subjective dimension refers to the perceptions and representations that stem from the practices of a city’s residents and stakeholders. The perceived space is crisscrossed by barriers, borders between here and elsewhere, circumscribing areas that are attributed positive or negative values (Lynch, 1969).
Morphological discontinuity and symbol of dominance in Albany (New York)
Morphological discontinuity and symbol of dominance in Albany (New York)
Lower Albany, with its mainly black population, is separated from the upper part of the city by a slope. This physical break must either be climbed over or gone around.27The joint spatial analysis of these five dimensions, contributing to the social division of space in intermediate cities, gives meaning to the notion of discontinuity as a spatial relation. First, overlaps between the dimensions of discontinuities help better differentiate – within segregation logics – between what is linked to cities’ permanent structures and what is due to social change. Furthermore, through existing connections, does the social dimension synthesize and take into account all other dimensions? Does it thus justify the approach in terms of a fragmentation that confers on social separation the more general meaning of the breaking up of cities? Finally, more than simply a binary reading that sets a discrete (fragmented) space against a continuous (graduated) one, the diversity and quantity of connections between dimensions characterize the intensity of spatial relationships that take place at the local level, which allows us to situate discontinuities on a scale of territoriality that ranges from the most radical fragmentation to the linear absence of social and spatial rupture. With this approach using a multi-dimensional definition of discontinuities, we are looking at precisely defining spatial patterns of social division and the conditions under which these separations can lead to the fragmentation of intermediate cities.
28Two intermediate cities will be examined in depth for the study of the articulations of dimensions of discontinuity. This is due on the one hand to the complexity of the process, which requires detailed investigation, and on the other hand, to the goal of generalizing these links to the entire category of cities. Both cities will be selected within the intermediate segment so as to grasp any possible variations according to regional contexts within the United States. The articulation of dimensions of discontinuities will be based on the construction of a geographic information system from which the social discontinuities can be analyzed through their intersections with other types of line plots. The census provides a number of geographical grids (municipalities, counties, states, school and church districts, etc.), morphological elements (relief, rivers), and transport infrastructure (road and rail networks). Geographical correspondences can be entered, which leads to a typology of arrangements of dimensions and the analysis of discontinuities on a territorial scale referring back to the degree of fragmentation.
Conclusion
29Idealized and misunderstood from the standpoint of the social division of space, intermediate cities are relevant objects of study providing we change the concepts used. First, the “intermediateness” overcomes the shortcomings of the category of mid-sized cities in terms of comparison and definition, and takes into consideration urban characteristics that help shape local contexts of segregation. Then, the discontinuities are a privileged object for the comprehension of the social separation of space for this city level. On the one hand, there is the greater potential for the extremes to live side by side when the urban surface is reduced. On the other, there are the spatial patterns of segregation, other than intensity, that would be specific to this category.
30This involves identifying emerging social disruptions in the urban areas of these cities and to characterize them according to social, spatial, and temporal levels. It is only by using this triptych that we can understand the trajectories of abrupt social divisions at the neighborhood level. They illuminate the operating logic of the permanent structure of the constructed space when confronted with social evolutions and more generally, they allow the definition of the contours and shapes of the social division of space. Social dissimilarities face other dimensions of discontinuities (political, mental, morphological, and functional), which allows us to understand the diversity of spatial combinations and see if the intermediate status of cities changes the spatial patterns of social separation along with the morphology.
31In the light of discourse on the globalization of urban dynamics, research on second-tier cities in the United States aims to account for the complexity of situations. Working on discontinuities makes room for a debate on the idea of the fragmentation of societies, by placing it on a graduated scale of separation, from a simple difference to an impermeable boundary.
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Mots-clés éditeurs : dissimilarity, spatial pattern, urban hierarchy, segregation
Notes
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[1]
Incorporation is a legal possibility for spatial groupings to constitute a municipality with its own taxes and services through a referendum voted by the population and validated by the higher levels (county, state).
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[2]
This research is part of a geography thesis at the University Denis Diderot – Paris 7 and with the UMR 8504 Géographiecités, directed by Claude Grasland and Renaud LeGoix.
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[3]
Case study based on a week of field investigations in April 2013.
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[4]
Since the 1980s, certain North American geographers have become interested in intermediate-sized cities in developing countries (Rondinelli, 1982). It has really only been since the 2000s that small and intermediate-sized cities have become an analytical category in American cities (Markusen et al., 1999; Bell, Jayne, 2006; Norman, 2013).
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[5]
U.S. Census Bureau, U.S. Department of Commerce: http://www.census.gov/aboutus/who.html.
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[6]
Counties are the basic political and legal link in the United States. Autonomous municipalities have remained included within the county for the census.
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[7]
In particular using the segregation indices suggested by Otis Dudley Duncan and Beverly Duncan (1955).
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[8]
There is a wealth of research on these effects and the scope of this article does not allow for a detailed presentation of it all. A summary presenting the different views was written by Marie-Hélène Bacqué and Sylvie Fol in the book by Authier J.-Y., Bacqué M.-H., Guérin-Pace F. (2006), Le Quartier : enjeux scientifiques, actions politiques et pratiques sociales. Paris: La Découverte, 293 p.
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[9]
In the United States, there still exists a decennial general census of the population. Most demographic information is derived from a complete census, whereas economic data (eg income or wealth) are collected by a partial census.
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[10]
After 2005, the previous decennial censuses became the American Community Surveys. The methods are the same, but they are held annually with a sample of 8% of the population. The census compiles and adjusts the data according to previous years and provides a margin of error.
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[11]
This method was already well recognized, and the means and consequences of its implementation are under debate (Reibel, 2011). Moreover, the private database Geolytics, which has been harmonized since the 1970s in order to study the recent and detailed grids, opens the way for this type of analysis (Mikelbank, 2011; Le Goix, 2013).