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Erschienen in: The Annals of Regional Science 1/2018

10.02.2018 | Original Paper

Foreigners versus natives in Spain: different migration patterns? Any changes in the aftermath of the crisis?

verfasst von: María Gutiérrez-Portilla, Adolfo Maza, María Hierro

Erschienen in: The Annals of Regional Science | Ausgabe 1/2018

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Abstract

The main aim of this study, which takes Spanish provinces over the periods 2004–2007 and 2008–2013 as case study, is threefold: first, to test whether labor factors affect to a greater extent foreigners than natives when it comes to migrating; second, to detect changes in migration patterns over the crisis period; third, to unveil nonlinearities in the relationship between migration and wages. To do so, an extended gravity model, combined with a methodology that identifies endogenous thresholds to nonlinear effects, is estimated. The results support that the role played by labor factors is more important for foreigners than natives, especially before the outbreak of the economic crisis. The results also indicate that the relative size of the service sector and, to a lesser extent, climate conditions have gained importance as attraction factors for natives over the crisis, while the opposite happens for foreigners. Therefore, evidence clearly supports the idea that business cycle modifies the decision making of migrants. Finally, some nonlinearities in the effect of expected wages on migration are found regardless of the group and/or time frame considered.

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Fußnoten
1
Regarding international evidence, Biagi et al. (2011) study the differences between long- and short-distance migration across Italian provinces for the years 2001 and 2002, concluding that economic determinants mainly affect long-distance migration, whereas quality of life and amenities are more relevant to explain short-distance migration.
 
2
According to the Spanish National Statistics Institute (INE), the number of foreigners in the country increased by more than \(80\%\) over our sample period 2004–2013 (from 3,034,326 to 5,546,238).
 
3
The work published by Schündeln (2014) addresses the mobility behavior of natives and foreigners in Germany for the period 1996–2003. The author proves that, after taking into account a set of individual characteristics, immigrants are more likely than natives to internally migrate within Germany and that the immigrant population shows higher responsiveness to labor market differentials. These results, however, cannot be generalized to the Spanish case as labor market characteristics differ (Casares and Vázquez 2016).
 
4
We can also find papers making use of extended gravity models in the field of internal migration for countries such as Canada (Foot and Milne 1984), Unites States (Plane 1984; Vias 1998), Mexico (Peeters 2012; Flores et al. 2013) and Italy (Etzo 2011).
 
5
In line with Basile and Lim (2017), we choose wages as the variable used to detect nonlinearities.
 
6
As suggested by Ródenas (1994), the idea behind this process is known as ‘regional equilibrium systems with compensating differences’. It is possible that differences in economic variables (such as wages, unemployment rates or housing prices) are not due to imperfect markets, but instead to some specific factors of each province (such as amenities).
 
7
This database is annually elaborated based on the information regarding registrations and cancellations in the Municipal Register due to changes in residence between Spanish municipalities, and it is considered to be the most reliable source of information for the analysis of migration of foreign and native population (Martí and Ródenas 2004).
 
8
Due to their large job markets, “they provide better expectations regarding future job availability and reemployment probability among the unemployed” (Ahn et al. 2002, p. 8).
 
9
This result is in line with the evidence found by Gámez and García-Pérez (2003). They proved that migration in the South of Spain during the period 1979-1997 is mainly due to movements between provinces in this area, although when controlling by distance the principal destinations are Madrid and The Balearic Islands.
 
10
An alternative approach to analyze migration based on a random utility maximization model can be seen in Beine et al. (2016), where different dummy variable structures are taken into account. An example of the application of this framework for Ecuador is Royuela and Ordóñez (2016).
 
11
That is to say, we follow a ‘human capital investment’ theoretical framework for our empirical analysis, assuming that migration is driven by the difference in expected earnings between home and host province, adjusted for the cost of migration (Sjaastad 1962).
 
12
Although the specification of the gravity model that here we present has been extensively used in the literature of internal migration (see, for instance, Pissarides and McMaster 1990; Bentolila et al. 1991; Ródenas 1994; Raymond and García-Greciano 1996; De la Fuente 1999; Maza and Villaverde 2004; Rodríguez-Pose et al. 2015), alternative specifications are of course possible. For instance, by expressing the number of people who migrate as a function of, apart from distance, population and other pull and push factors that are considered separately for origin and destination provinces (Ramos 2016; Poot et al. 2016; Royuela and Ordóñez 2016).
 
13
We also assessed the possibility of including, for foreigners, another variable regarding migration networks, as there are many studies pointing to their importance and the so-called herd effect (Massey et al. 1993; Bauer et al. 2002; Munshi 2003; Epstein 2008; Pedersen et al. 2008; Crescenzi et al. 2017). However, the network effect is really relevant when analyzing international migration rather than internal migration (Curran and Rivero-Fuentes 2003). In fact, we tested the inclusion of this variable and did not result statistically significant. For this reason, it is not included.
 
14
Provinces belonging to the following regions: Catalonia, Galicia, Andalusia, The Basque Country, Asturias, The Canary Islands, Navarre and Castile and León.
 
15
Apart from our interest in analyzing the effects of the economic crisis pointed out in Introduction, there are also econometric reasons supporting the split of our sample, as the Chow test proves the existence of a structural change in the year 2008.
 
16
The inclusion of fixed effects of origin and destination already accounts for the multilateral resistance to migration when the database has not the appropriate longitudinal dimension to apply the common correlated effects estimator (Bertoli and Fernández-Huertas Moraga 2013; Ramos 2016; Ramos and Suriñach 2016).
 
17
Wald tests for equality of parameters were performed over the coefficients for these interactions variables in the four regressions estimated, their results leading to reject the null hypothesis.
 
18
As suggested by De la Fuente (1999), the concept of amenities can be explained not only by climatic factors but also by the availability of basic social services and recreational opportunities.
 
19
In any case, if we compare the remaining fixed effects by province of destination, it can be seen that the provinces of Barcelona, Valencia and Las Palmas, followed by Tenerife, Murcia and Alicante are more attractive for foreigners, while in the case of natives those are Tenerife and Las Palmas, followed by Barcelona, Alicante and Málaga.
 
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Metadaten
Titel
Foreigners versus natives in Spain: different migration patterns? Any changes in the aftermath of the crisis?
verfasst von
María Gutiérrez-Portilla
Adolfo Maza
María Hierro
Publikationsdatum
10.02.2018
Verlag
Springer Berlin Heidelberg
Erschienen in
The Annals of Regional Science / Ausgabe 1/2018
Print ISSN: 0570-1864
Elektronische ISSN: 1432-0592
DOI
https://doi.org/10.1007/s00168-018-0862-9

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