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Local-Scale Fertility Variations in a Low-Fertility Country: Evidence from Spain (2002–2017)

Canadian Studies in Population volume 47, pages 279–295 (2020)Cite this article

Abstract

Since the early 1990s, persistently low fertility in Mediterranean countries has attracted the interest of empirical research aimed at identifying factors associated with demographic change in what were traditionally high-fertility contexts. Most of these studies have been carried out at the national scale, while spatial analyses of sub-national patterns remain mostly absent. The present study aims to fill this gap, investigating the spatio-temporal changes in local fertility in Spanish municipalities over a 16-year period that covers consecutive waves of economic expansion (2002–2009) and recession (2010–2017). The analytical framework is grounded on descriptive statistics, spatial statistics (that is, Global Moran’s I and Local Indicators of Spatial Association) and non-parametric inference testing the pair-wise correlations between fertility levels and contextual variables (including population density, topography, accessibility and distance from central locations). Results of this study reveal a fertility decline in most areas of the country—especially in depopulated districts. The highest fertility is observed in Southern Spain, along the Mediterranean coast, and around the main cities. With recession, spatial heterogeneity emerges as the main trend characterizing regional fertility—a finding in line with research from other Mediterranean countries. Local fertility rates were less spatially clustered in the recession than in the expansion period, with a progressive shrinkage of high-fertility districts. A persistent decline in local fertility may be considered an early-warning indicator of depopulation in Spain’s rural districts and can be used to delineate demographically fragile areas.

Résumé

Depuis le début des années 1990, une fécondité toujours faible dans les pays méditerranéens a suscité l’intérêt des chercheurs visant à identifier les facteurs associés au changement démographique dans des contextes traditionnellement à forte fécondité. La plupart de ces études ont été menées à l’échelle nationale et des analyses explicitement spatiales étaient partielles ou absentes. La présente étude vise à combler ce manque de connaissances en examinant l’évolution spatio-temporelle de la fécondité dans les municipalités espagnoles sur une période de seize ans qui couvre une phase d’expansion economique (2002–2009) et de récession (2010–2017). Le cadre analytique est fondé sur des statistiques descriptives, le I de Global Moran, les indicateurs locaux de l’association spatiale (LISA) et l’inférence non paramétrique testant les corrélations par paires entre les niveaux de fécondité et les variables contextuelles (y compris la densité de population). Les résultats de cette étude montrent une tendance à la baisse de la fécondité dans la plupart des régions du pays - en particulier dans les districts dépeuplés. La plus forte fécondité est observée dans le sud de l’Espagne, le long de la côte méditerranéenne et autour des principales villes. Avec la récession, l’hétérogénéité spatiale apparaît comme la principale tendance caractérisant la fécondité régionale de l’Espagne - une constatation conforme aux recherches dans d’autres pays méditerranéens. Les taux de fécondité locaux étaient moins homogènes pendant la récession que pendant la période d’expansion, quand il y eu une réduction progressive des districts à forte fécondité. Une baisse persistante de la fécondité locale peut être considérée comme un indicateur d’alerte précoce du dépeuplement dans les districts ruraux et peut être utilisée pour délimiter les zones démographiquement fragiles.

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Notes

  1. Global and local spatial autocorrelation coefficients provide a comprehensive analysis of the spatial behaviour of a given variable at various territorial scales, moving from the whole study area (global indexes) to the most elementary spatial unit (local indexes). Global measures generate a single metric of overall spatial autocorrelation, whereas local measures draw on a subset of data and are useful for identifying clusters and specific types of clusters (identifying clusters of high values of fertility in adjacent municipalities or “hot spots”, as well as clusters of low values of fertility in adjacent municipalities or “cold spots”). Significant and non-significant coefficients respectively indicate the level of spatial clustering and randomness. Use of multiple bandwidths in global analysis identifies specific spatial patterns and regularities at varying ranges, from small-range to large-range similarities in demographic behaviours.

References

  • Adsera, A. (2006a). An economic analysis of the gap between desired and actual fertility: the case of Spain. Review of Economics of the Household, 4(1), 75–95.

    Google Scholar 

  • Adsera, A. (2006b). Marital fertility and religion in Spain, 1985 and 1999. Population Studies, 60, 205–221.

    Google Scholar 

  • Arpino, B., & Patrício Tavares, L. (2013). Fertility and values in Italy and Spain: a look at regional differences within the European context. Population Review, 52(1), 62–86.

    Google Scholar 

  • Baizán, P. (2009). Regional child care availability and fertility decisions in Spain. Demographic Research, 21(27), 803–842.

    Google Scholar 

  • Balbo, N., Billari, F. C., & Mills, M. (2013). Fertility in advanced societies: a review of research. European Journal of Population, 29(1), 1–38.

    Google Scholar 

  • Bernardi, F. (2005). Public policies and low fertility: rationales for public intervention and a diagnosis for the Spanish case. Journal of European Social Policy, 15(2), 123–138.

    Google Scholar 

  • Bernardi, F., & Roquena, M. (2003). La caída de la fecundidad y el déficit de natalidad en España. RES, Revista Española de Sociología, 3, 29–49.

    Google Scholar 

  • Billari, F. C., Kohler, H. P., Andersson, G., & Lundström, H. (2007). Approaching the limit: long-term trends in late and very late fertility. Population and Development Review, 33(1), 149–170.

    Google Scholar 

  • Bledsoe, C., Houle, R., & Sow, P. (2007). High fertility Gambians in low-fertility Spain: the dynamics of child accumulation across transnational space. Demographic Research, 16(12), 375–412.

    Google Scholar 

  • Brodmann, S., Esping-Andersen, G., & Güell, M. (2007). When fertility is bargained: second births in Denmark and Spain. European Sociological Review, 23(5), 599–613.

    Google Scholar 

  • Cabré, A. (2003). Facts and factors on low fertility in Southern Europe. The Case of Spain. Journal of Population and Social Security (Population), S1, 309–321.

    Google Scholar 

  • Carlucci, M., Chelli, F. M., & Salvati, L. (2018). Toward a new cycle: short-term population dynamics, gentrification, and re-urbanization of Milan (Italy). Sustainability (Switzerland), 10(9), 3014.

    Google Scholar 

  • Castro, M. C. (2007). Spatial demography: an opportunity to improve policy making at diverse decision levels. Population Research and Policy Review, 26(5–6), 477–509.

    Google Scholar 

  • Castro-Martín, T., & Rosero-Bixby, L. (2011). Maternidades y fronteras. La fecundidad de las mujeres inmigrantes en España. Revista Internacional de Sociología, 69(1), 105–137.

    Google Scholar 

  • Chelli, F., & Rosti, L. (2002). Age and gender differences in Italian workers’ mobility. International Journal of Manpower, 23(4), 313–325.

    Google Scholar 

  • Chelli, F., Gigliarano, C., & Mattioli, E. (2009). The impact of inflation on heterogeneous groups of households: an application to Italy. Economics Bulletin, 29(2), 1276–1295.

    Google Scholar 

  • Ciommi, M., Gentili, A., Ermini, B., Chelli, F. M., & Gallegati, M. (2017). Have your cake and eat it too: the well-being of the Italians (1861–2011). Social Indicators Research, 134(2), 473–509.

    Google Scholar 

  • Ciommi, M., Chelli, F. M., Carlucci, M., & Salvati, L. (2018). Urban growth and demographic dynamics in southern Europe: Toward a new statistical approach to regional science. Sustainability (Switzerland), 10(8), 2765.

    Google Scholar 

  • Ciommi, M., Chelli, F. M., & Salvati, L. (2019). Integrating parametric and non-parametric multivariate analysis of urban growth and commuting patterns in a European metropolitan area. Quality and Quantity, 53(2), 957–979.

    Google Scholar 

  • Cooke, L. P. (2009). Gender equity and fertility in Italy and Spain. Journal of Social Policy, 38(1), 123–140.

    Google Scholar 

  • Coppola, L., & Di Cesare, M. (2008). How fertility and union stability interact in shaping new family patterns in Italy and Spain. Demographic Research, 18(4), 117–144.

    Google Scholar 

  • Davia, M. A., & Legazpe, N. (2013). The role of education in fertility and female employment in Spain: a simultaneous approach. Journal of Family Issues, 35(14), 1898–1925.

    Google Scholar 

  • Delgado, M., Zamora, F., & Barrios, L. (2006). Déficit de fecundidad en España: factores demográficos que operan sobre una tasa muy inferior al nivel de reemplazo. Reis, 115(06), 197–222.

    Google Scholar 

  • Delgado, M., Meil Landwerlin, G., & Zamora López, F. (2008). Spain: short on children and short on family policies. Demographic Research, 19(27), 1059–1104.

    Google Scholar 

  • Espon (2017). Shrinking rural regions in Europe towards smart and innovative approaches to regional development challenges in depopulation rural regions. Policy Brief, Espon Egtc.

  • European Commission. (1999). European spatial development perspective. Luxemburg: Towards balanced and sustainable development of the territory of EU. Office for Official Publications of the European Communities.

    Google Scholar 

  • Evans, A., & Gray, E. (2018). Modelling variation in fertility rates using geographically weighted regression. Spatial Demography, 6, 121–140.

    Google Scholar 

  • Fotheringham, A. S., Wenbai, T., & Kang, W. (2017). Multiscale geographically weighted regression (MGWR). Annals of the American Association of Geographers, 107(6), 1247–1265.

    Google Scholar 

  • Frejka, T., & Sobotka, T. (2008). Fertility in Europe: Diverse, delayed and below replacement. Demographic Research, 19, 15–46.

    Google Scholar 

  • Frejka, T., Jones, G. W., & Sardon, J.-P. (2010). East Asian childbearing patterns and policy developments. Population and Development Review, 36, 579–606.

    Google Scholar 

  • Galor, O. (2011). The demographic transition: causes and consequences. Cliometrica, 6, 1–28.

    Google Scholar 

  • Gavalas, V. S., Rontos, K., & Salvati, L. (2014). Who becomes an unwed mother in Greece? Sociodemographic and geographical aspects of an emerging phenomenon. Population, Space and Place, 20(3), 250–263.

    Google Scholar 

  • Gigliarano, C., & Chelli, F. M. (2016). Measuring inter-temporal intragenerational mobility: an application to the Italian labour market. Quality and Quantity, 50(1), 89–102.

    Google Scholar 

  • Gil-Alonso, F., Bayona-i-Carrasco, J., Villanueva, C. L., & Pujadas, I. (2017). Diferencias geográficas de la fecundidad en España: una perspectiva provincial. Papeles de Geografía, 63, 21–38.

    Google Scholar 

  • Guilmoto, C. Z., & Rajan, S. I. (2001). Spatial patterns of fertility transition in Indian districts. Population and Development Review, 27(4), 713–738.

    Google Scholar 

  • Kalwij, A. (2010). The impact of family policy expenditure on fertility in western Europe. Demography, 47(2), 503–519.

    Google Scholar 

  • Kohler, H. P., Billari, F. C., & Ortega, J. A. (2002). The emergence of lowest-low fertility in Europe during the 1990s. Population and Development Review, 28(4), 641–680.

    Google Scholar 

  • Leasure, J. W. (1963). Factors involved in the decline of fertility in Spain 1900–1950. Population Studies, 16(3), 271–285.

    Google Scholar 

  • Lerch, M. (2019). Regional variations in the rural-urban fertility gradients in global South. PLoS One, 14(7), 1–19.

    Google Scholar 

  • Lesthaeghe, R., & Lopez-Gay, A. (2013). Spatial continuities and discontinuities in two successive demographic transitions: Spain and Belgium, 1880-2010. Demographic Research, 28, 77–136.

    Google Scholar 

  • Livi Bacci, M. (1968). Fertility and nuptiality changes in Spain from the late 18th to the early 20th century. Population Studies, 22, 83–102.

    Google Scholar 

  • Martín García, T. (1992). Delayed childbearing in contemporary Spain: trends and differentials. European Journal of Population, 8(3), 217–246.

    Google Scholar 

  • Martín García, T. (2010). The impact of occupational sex-composition on women’s fertility in Spain. European Societies, 12(1), 113–133.

    Google Scholar 

  • Martin-Garcia, T., & Castro-Martín, T. (2013). Do women working in the public sector have it easier to become mothers in Spain? Population Review, 52(1), 149–171.

    Google Scholar 

  • Melo-Martín, I. D. (2009). Assisted reproductive technology in Spain: considering women’s interests. Cambridge Quarterly of Healthcare Ethics, 18(3), 228–235.

    Google Scholar 

  • Mills, M., Rindfuss, R. R., McDondald, P., & Te Velde, E. (2011). Why do people postpone parenthood? Reasons and social policy incentives. Human Reproduction Update, 17(6), 848–860.

    Google Scholar 

  • Morgan, S. P. (2003). Is low fertility a twenty-first-century demographic crisis? Demography, 40(4), 589–603.

    Google Scholar 

  • Muniz, J. O. (2009). Spatial dependence and heterogeneity in ten years of fertility decline in Brazil. Population Review, 48(2), 32–65.

    Google Scholar 

  • Oinonen, E. (2004). Starting the first family. Changes in patterns of family formation and demographic trends in Finland and Spain. European Societies, 6(3), 319–346.

    Google Scholar 

  • Reher, D. S., & Iriso-Napal, P. L. (1989). Marital fertility and its determinants in rural and in urban Spain, 1887–1930. Population Studies, 43, 405–427.

    Google Scholar 

  • Reher, D. S., & Sanz-Gimeno, A. (2007). Rethinking historical reproductive change: insights from longitudinal data for a Spanish town. Population and Development Review, 33(4), 703–727.

    Google Scholar 

  • Requena, M., & Salazar, L. (2014). Education, marriage, and fertility: The Spanish case. Journal of Family History, 39(3), 283–302.

    Google Scholar 

  • Reynaud, C., Miccoli, S., Benassi, F., Naccarato, A., & Salvati, L. (2020). Unravelling a demographic ‘mosaic’: spatial patterns and contextual factors of depopulation in Italian municipalities, 1981–2011. Ecological Indicators, 115, 106356.

    Google Scholar 

  • Rodriguez-Rodriguez, V. (2000). The seven demographic Spains. Inter-municipal contrasts in age structure: fertility and migration are the determining factors. Espace, Populations, Sociétés, 18(3), 425–435.

    Google Scholar 

  • Roig, M., & Castro Martín, T. (2007). Childbearing patterns of foreign women in a new immigration country: the case of Spain. Population, 62(3), 351–380.

    Google Scholar 

  • Rosti, L., & Chelli, F. (2009). Self-employment among Italian female graduates. Education and Training, 51(7), 526–540.

    Google Scholar 

  • Rosti, L., & Chelli, F. (2012). Higher education in non-standard wage contracts. Education and Training, 54(2–3), 142–151.

    Google Scholar 

  • Sabater, A., & Graham, E. (2019). International migration and fertility variation in Spain during the economic recession: a spatial Durbin approach. Applied Spatial Analysis and Policy, 12(3), 515–546.

    Google Scholar 

  • Salvati, L., & Carlucci, M. (2017). Urban growth, population, and recession: unveiling multiple spatial patterns of demographic indicators in a Mediterranean City. Population, Space and Place, 23(8), e2079.

    Google Scholar 

  • Salvati, L., Ciommi, M. T., Serra, P., & Chelli, F. M. (2019). Exploring the spatial structure of housing prices under economic expansion and stagnation: the role of socio-demographic factors in metropolitan Rome, Italy. Land Use Policy, 81, 143–152.

    Google Scholar 

  • Salvati, L., Benassi, F., Miccoli, S., Rabiei-Dastjerdi, H., & Matthews, S. A. (2020). Spatial variability of total fertility rate and crude birth rate in a low-fertility country: patterns and trends in regional and local scale heterogeneity across Italy, 2002–2018. Applied Geography, 124, 102321.

    Google Scholar 

  • Tragaki, A., & Bagavos, C. (2019). Fertility variations in the recession context: the case of Greece. Genus, 75(1), 18.

    Google Scholar 

  • Van Bavel, J. (2012). The reversal of gender inequality in education, union formation and fertility in Europe. Vienna Yearbook of Population Research, 10, 127–154.

    Google Scholar 

  • Van de Kaa, D. J. (1987). Europe’s second demographic transition. Population Bulletin, 42(1), 1–59.

    Google Scholar 

  • Vitali, A., Billari, F.C. (2017). Changing determinants of low fertility and diffusion: a spatial analysis for Italy. Population, Space and Place 23(2), e1998.

  • Wachter, K.W. (2005). Spatial demography. Proceedings of the National Academy of Sciences 102(43), 15299–15300.

  • Zaidi, B., & Morgan, P. (2017). The second demographic transition theory: a review and appraisal. Annual Review of Sociology, 43, 473–492.

    Google Scholar 

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Authors and Affiliations

  1. University of Zaragoza, Zaragoza, Spain

    Pilar Burillo

  2. Department of Economics and Law, University of Macerata, Via Armaroli 43, I-62100, Macerata, Italy

    Luca Salvati

  3. Penn State University, State College, PA, USA

    Stephen A. Matthews

  4. Italian National Institute of Statistics, Rome, Italy

    Federico Benassi

Authors
  1. Pilar Burillo
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  2. Luca Salvati
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  3. Stephen A. Matthews
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  4. Federico Benassi
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Correspondence to Luca Salvati.

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Appendix

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Fig. 4
figure 4

Map of Spain with delimitation of regional authorities (Comunidades Autonomas) and provinces

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Table 2 Total Fertility Rate in Spanish regions by time period
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Burillo, P., Salvati, L., Matthews, S.A. et al. Local-Scale Fertility Variations in a Low-Fertility Country: Evidence from Spain (2002–2017). Can. Stud. Popul. 47, 279–295 (2020). https://doi.org/10.1007/s42650-020-00036-6

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Keywords

  • Total fertility rate
  • Urban-rural gradient
  • Accessibility
  • Depopulation
  • Municipality
  • Spain