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The Way Toward Growth: A Time-series Factor Decomposition of Socioeconomic Impulses and Urbanization Trends in a Pre-crisis European Region

Author

Listed:
  • Massimiliano Giacalone

    (Università degli studi della Campania Luigi Vanvitelli)

  • Rosario Turco

    (Council for Agricultural Research and Economics (CREA), Research Centre for Forestry and Wood (FL))

  • Enrico Maria Mosconi

    (University of Tuscia)

  • Leonardo Salvatore Alaimo

    (Sapienza University of Rome)

  • Luca Salvati

    (Sapienza University of Rome)

Abstract

The present study investigates long-term urbanization and suburbanization trends in a divided region of Mediterranean Europe (Attica, Greece). A time series (1965–2008) dynamic factor analysis of 14 indicators that reflect different aspects of metropolitan growth, allowed estimating the impact of economic expansion and social change on the local development path characteristic of the study area. To quantify the spatio-temporal propagation of socioeconomic impulses to local development, Attica was partitioned in two spatial domains, the ‘Greater Athens’ area (hereafter the ‘core’ district) and the rest of the metropolitan region (hereafter the ‘ring’ district). By integrating Multi-way Factor Analysis with Continuous Wavelength Transform and rapidity-of-change metrics grounded on complex thinking, the exploratory approach proposed here has delineated latent mechanisms of urban expansion, indicating substantial divergences in the development path of the two districts. While the ‘core’ district experienced population increase and settlement densification, the ‘ring’ district underwent a suburbanization process resulting in a moderate—and relatively slow—concentration of economic activities and social functions. Reflecting a non-linear propagation of growth impulses from urban to rural areas, the economic interplay between ‘core’ and ‘ring’ areas delineates a complex development path accelerating spatial polarization in central and peripheral locations. Our results definitely highlight the importance of ‘system thinking’ in regional studies, applied economics, and social research.

Suggested Citation

  • Massimiliano Giacalone & Rosario Turco & Enrico Maria Mosconi & Leonardo Salvatore Alaimo & Luca Salvati, 2024. "The Way Toward Growth: A Time-series Factor Decomposition of Socioeconomic Impulses and Urbanization Trends in a Pre-crisis European Region," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 175(3), pages 837-858, December.
  • Handle: RePEc:spr:soinre:v:175:y:2024:i:3:d:10.1007_s11205-023-03124-7
    DOI: 10.1007/s11205-023-03124-7
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    1. Matteo Cervellati & Uwe Sunde, 2011. "Life expectancy and economic growth: the role of the demographic transition," Journal of Economic Growth, Springer, vol. 16(2), pages 99-133, June.
    2. Mariateresa Ciommi & Francesco M. Chelli & Margherita Carlucci & Luca Salvati, 2018. "Urban Growth and Demographic Dynamics in Southern Europe: Toward a New Statistical Approach to Regional Science," Sustainability, MDPI, vol. 10(8), pages 1-16, August.
    3. Harry Coccossis & Dimitris Economou & George Petrakos, 2005. "The ESDP relevance to a distant partner: Greece," European Planning Studies, Taylor & Francis Journals, vol. 13(2), pages 253-264, January.
    4. Trevor Hale & Christopher Moberg, 2003. "Location Science Research: A Review," Annals of Operations Research, Springer, vol. 123(1), pages 21-35, October.
    5. David Cuberes & Rafael González-Val, 2017. "The effect of the Spanish Reconquest on Iberian cities," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 58(3), pages 375-416, May.
    6. Peter Gordon & Wendell Cox, 2012. "Cities in Western Europe and the United States: do policy differences matter?," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 48(2), pages 565-594, April.
    7. Escofier, B. & Pages, J., 1994. "Multiple factor analysis (AFMULT package)," Computational Statistics & Data Analysis, Elsevier, vol. 18(1), pages 121-140, August.
    8. Sánchez-Vidal, María & González-Val, Rafael & Viladecans-Marsal, Elisabet, 2014. "Sequential city growth in the US: Does age matter?," Regional Science and Urban Economics, Elsevier, vol. 44(C), pages 29-37.
    9. Ilaria Zambon & Kostas Rontos & Cecilia Reynaud & Luca Salvati, 2020. "Toward an unwanted dividend? Fertility decline and the North–South divide in Italy, 1952–2018," Quality & Quantity: International Journal of Methodology, Springer, vol. 54(1), pages 169-187, February.
    10. Massimo Cecchini & Sirio Cividino & Rosario Turco & Luca Salvati, 2019. "Population Age Structure, Complex Socio-Demographic Systems and Resilience Potential: A Spatio-Temporal, Evenness-Based Approach," Sustainability, MDPI, vol. 11(7), pages 1-12, April.
    11. Elizabeth Delmelle & Isabelle Nilsson & Providence Adu, 2021. "Poverty Suburbanization, Job Accessibility, and Employment Outcomes," Social Inclusion, Cogitatio Press, vol. 9(2), pages 166-178.
    12. Genevieve Giuliano & Sanggyun Kang & Quan Yuan, 2019. "Agglomeration economies and evolving urban form," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 63(3), pages 377-398, December.
    13. Andrés Rodríguez‐Pose & Ugo Fratesi, 2007. "Regional Business Cycles and the Emergence of Sheltered Economies in the Southern Periphery of Europe," Growth and Change, Wiley Blackwell, vol. 38(4), pages 621-648, December.
    14. A. Zanella & A. Camanho & T. Dias, 2015. "The assessment of cities’ livability integrating human wellbeing and environmental impact," Annals of Operations Research, Springer, vol. 226(1), pages 695-726, March.
    15. Federico Benassi & Alessia Naccarato & Luca Salvati, 2023. "Testing Taylor’s Law in Urban Population Dynamics Worldwide with Simultaneous Equation Models," Economies, MDPI, vol. 11(2), pages 1-17, February.
    16. Cuberes, David, 2011. "Sequential city growth: Empirical evidence," Journal of Urban Economics, Elsevier, vol. 69(2), pages 229-239, March.
    17. Luca Salvati & Alberto Sabbi, 2014. "Identifying urban diffusion in compact cities through a comparative multivariate procedure," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 53(2), pages 557-575, September.
    18. Dahan, Momi & Tsiddon, Daniel, 1998. "Demographic Transition, Income Distribution, and Economic Growth," Journal of Economic Growth, Springer, vol. 3(1), pages 29-52, March.
    19. Paul Cheshire, 1995. "A New Phase of Urban Development in Western Europe? The Evidence for the 1980s," Urban Studies, Urban Studies Journal Limited, vol. 32(7), pages 1045-1063, August.
    20. Cesare Feliciantonio & Luca Salvati & Efthymia Sarantakou & Kostas Rontos, 2018. "Class diversification, economic growth and urban sprawl: evidences from a pre-crisis European city," Quality & Quantity: International Journal of Methodology, Springer, vol. 52(4), pages 1501-1522, July.
    21. Wang, Yao & Dong, Weijia, 2022. "How China's high-speed rail promote local economy: New evidence from county-level panel data," International Review of Economics & Finance, Elsevier, vol. 80(C), pages 67-81.
    22. Bove, Giuseppe & Di Ciaccio, Agostino, 1994. "A user-oriented overview of multiway methods and software," Computational Statistics & Data Analysis, Elsevier, vol. 18(1), pages 15-37, August.
    23. Peter Gordon & Wendell Cox, 2012. "Cities In Western Europe and The United States: Do Policy Differences Matter?," Working Paper 8956, USC Lusk Center for Real Estate.
    24. Mariateresa Ciommi & Francesco M. Chelli & Luca Salvati, 2019. "Integrating parametric and non-parametric multivariate analysis of urban growth and commuting patterns in a European metropolitan area," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(2), pages 957-979, March.
    25. Vittorio Gargiulo Morelli & Kostas Rontos & Luca Salvati, 2014. "Between suburbanisation and re-urbanisation: revisiting the urban life cycle in a Mediterranean compact city," Urban Research & Practice, Taylor & Francis Journals, vol. 7(1), pages 74-88, January.
    26. Peter Hall, 1997. "The Future of the Metropolis and its Form," Regional Studies, Taylor & Francis Journals, vol. 31(3), pages 211-220.
    27. Lavit, Christine & Escoufier, Yves & Sabatier, Robert & Traissac, Pierre, 1994. "The ACT (STATIS method)," Computational Statistics & Data Analysis, Elsevier, vol. 18(1), pages 97-119, August.
    28. Ugo Fratesi & Andrés Rodríguez-Pose, 2016. "The crisis and regional employment in Europe: what role for sheltered economies?," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 9(1), pages 33-57.
    29. Coppi, Renato, 1994. "An introduction to multiway data and their analysis," Computational Statistics & Data Analysis, Elsevier, vol. 18(1), pages 3-13, August.
    30. Ronald Lee & Andrew Mason, 2010. "Fertility, Human Capital, and Economic Growth over the Demographic Transition [Fécondité, capital humain et croissance économique au cours de la transition démographique]," European Journal of Population, Springer;European Association for Population Studies, vol. 26(2), pages 159-182, May.
    31. Renato Coppi & Pierpaolo D’Urso & Paolo Giordani, 2010. "A Fuzzy Clustering Model for Multivariate Spatial Time Series," Journal of Classification, Springer;The Classification Society, vol. 27(1), pages 54-88, March.
    32. Jesus Rodrigo-Comino & Gianluca Egidi & Luca Salvati & Giovanni Quaranta & Rosanna Salvia & Antonio Gimenez-Morera, 2021. "High-to-Low (Regional) Fertility Transitions in a Peripheral European Country: The Contribution of Exploratory Time Series Analysis," Data, MDPI, vol. 6(2), pages 1-14, February.
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