Revisiting the “City Life Cycle”: Global Urbanization and Implications for Regional Development
Abstract
:1. Introduction
2. Methodology
2.1. Elementary Data and Variables
2.2. Statistical Analysis
3. Results
3.1. Population Trends in Metropolitan Areas Worldwide, 1950–2030
3.2. Correlation Analysis
3.3. Multivariate Analysis
4. Discussion
5. Conclusions
Author Contributions
Funding
Conflicts of Interest
Appendix A
Country | Africa | Asia | China | Europe | India | Latin America | Middle East | North America | Russia | Total |
---|---|---|---|---|---|---|---|---|---|---|
Afghanistan | 4 | 4 | ||||||||
Albania | 1 | 1 | ||||||||
Algeria | 8 | 8 | ||||||||
Angola | 9 | 9 | ||||||||
Argentina | 17 | 17 | ||||||||
Armenia | 1 | 1 | ||||||||
Australia | 11 | 11 | ||||||||
Austria | 1 | 1 | ||||||||
Azerbaijan | 3 | 3 | ||||||||
Bahrain | 1 | 1 | ||||||||
Bangladesh | 11 | 11 | ||||||||
Belarus | 6 | 6 | ||||||||
Belgium | 5 | 5 | ||||||||
Benin | 4 | 4 | ||||||||
Bolivia | 4 | 4 | ||||||||
Bosnia and Herzegovina | 1 | 1 | ||||||||
Brazil | 59 | 59 | ||||||||
Bulgaria | 3 | 3 | ||||||||
Burkina Faso | 2 | 2 | ||||||||
Burundi | 1 | 1 | ||||||||
Cambodia | 1 | 1 | ||||||||
Cameroon | 7 | 7 | ||||||||
Canada | 17 | 17 | ||||||||
Central African Republic | 1 | 1 | ||||||||
Chad | 1 | 1 | ||||||||
Chile | 6 | 6 | ||||||||
China | 424 | 424 | ||||||||
China, Hong Kong SAR | 1 | 1 | ||||||||
China, Macao SAR | 1 | 1 | ||||||||
China, Taiwan P. China | 8 | 8 | ||||||||
Colombia | 18 | 18 | ||||||||
Congo | 2 | 2 | ||||||||
Costa Rica | 3 | 3 | ||||||||
Côte d’Ivoire | 2 | 2 | ||||||||
Croatia | 1 | 1 | ||||||||
Cuba | 3 | 3 | ||||||||
Czechia | 2 | 2 | ||||||||
Dem. Republic Korea | 5 | 5 | ||||||||
Dem. Republic Congo | 16 | 16 | ||||||||
Denmark | 1 | 1 | ||||||||
Djibouti | 1 | 1 | ||||||||
Dominican Republic | 2 | 2 | ||||||||
Ecuador | 4 | 4 | ||||||||
Egypt | 13 | 13 | ||||||||
El Salvador | 1 | 1 | ||||||||
Equatorial Guinea | 1 | 1 | ||||||||
Eritrea | 1 | 1 | ||||||||
Estonia | 1 | 1 | ||||||||
Ethiopia | 5 | 5 | ||||||||
Finland | 2 | 2 | ||||||||
France | 20 | 20 | ||||||||
Gabon | 1 | 1 | ||||||||
Gambia | 1 | 1 |
Country | Africa | Asia | China | Europe | India | Latin America | Middle East | North America | Russia | Total |
---|---|---|---|---|---|---|---|---|---|---|
Georgia | 1 | 1 | ||||||||
Germany | 22 | 22 | ||||||||
Ghana | 4 | 4 | ||||||||
Greece | 2 | 2 | ||||||||
Guatemala | 1 | 1 | ||||||||
Guinea | 1 | 1 | ||||||||
Guinea-Bissau | 1 | 1 | ||||||||
Haiti | 1 | 1 | ||||||||
Honduras | 2 | 2 | ||||||||
Hungary | 1 | 1 | ||||||||
India | 181 | 181 | ||||||||
Indonesia | 33 | 33 | ||||||||
Iran (Islamic Republic of) | 28 | 28 | ||||||||
Iraq | 17 | 17 | ||||||||
Ireland | 1 | 1 | ||||||||
Israel | 4 | 4 | ||||||||
Italy | 32 | 32 | ||||||||
Jamaica | 1 | 1 | ||||||||
Japan | 33 | 33 | ||||||||
Jordan | 6 | 6 | ||||||||
Kazakhstan | 9 | 9 | ||||||||
Kenya | 6 | 6 | ||||||||
Kuwait | 1 | 1 | ||||||||
Kyrgyzstan | 1 | 1 | ||||||||
Lao Dem. Republic | 1 | 1 | ||||||||
Latvia | 1 | 1 | ||||||||
Lebanon | 1 | 1 | ||||||||
Liberia | 1 | 1 | ||||||||
Libya | 3 | 3 | ||||||||
Lithuania | 1 | 1 | ||||||||
Madagascar | 3 | 3 | ||||||||
Malawi | 2 | 2 | ||||||||
Malaysia | 11 | 11 | ||||||||
Mali | 2 | 2 | ||||||||
Mauritania | 1 | 1 | ||||||||
Mexico | 53 | 53 | ||||||||
Mongolia | 1 | 1 | ||||||||
Morocco | 11 | 11 | ||||||||
Mozambique | 7 | 7 | ||||||||
Myanmar | 3 | 3 | ||||||||
Namibia | 1 | 1 | ||||||||
Nepal | 2 | 2 | ||||||||
Netherlands | 5 | 5 | ||||||||
New Zealand | 3 | 3 | ||||||||
Nicaragua | 1 | 1 | ||||||||
Niger | 2 | 2 | ||||||||
Nigeria | 50 | 50 | ||||||||
Norway | 1 | 1 | ||||||||
Oman | 2 | 2 | ||||||||
Pakistan | 25 | 25 | ||||||||
Panama | 1 | 1 | ||||||||
Papua New Guinea | 1 | 1 | ||||||||
Paraguay | 2 | 2 |
Country | Africa | Asia | China | Europe | India | Latin America | Middle East | North America | Russia | Total |
---|---|---|---|---|---|---|---|---|---|---|
Peru | 10 | 10 | ||||||||
Philippines | 31 | 31 | ||||||||
Poland | 9 | 9 | ||||||||
Portugal | 2 | 2 | ||||||||
Puerto Rico | 2 | 2 | ||||||||
Qatar | 3 | 3 | ||||||||
Republic of Korea | 25 | 25 | ||||||||
Republic of Moldova | 1 | 1 | ||||||||
Romania | 4 | 4 | ||||||||
Russian Federation | 66 | 66 | ||||||||
Rwanda | 1 | 1 | ||||||||
Saudi Arabia | 17 | 17 | ||||||||
Senegal | 3 | 3 | ||||||||
Serbia | 1 | 1 | ||||||||
Sierra Leone | 1 | 1 | ||||||||
Singapore | 1 | 1 | ||||||||
Slovakia | 1 | 1 | ||||||||
Somalia | 5 | 5 | ||||||||
South Africa | 15 | 15 | ||||||||
South Sudan | 1 | 1 | ||||||||
Spain | 14 | 14 | ||||||||
Sri Lanka | 1 | 1 | ||||||||
State of Palestine | 1 | 1 | ||||||||
Sudan | 7 | 7 | ||||||||
Sweden | 3 | 3 | ||||||||
Switzerland | 5 | 5 | ||||||||
Syrian Arab Republic | 9 | 9 | ||||||||
Tajikistan | 1 | 1 | ||||||||
TFYR Macedonia | 1 | 1 | ||||||||
Thailand | 28 | 28 | ||||||||
Togo | 1 | 1 | ||||||||
Trinidad and Tobago | 1 | 1 | ||||||||
Tunisia | 2 | 2 | ||||||||
Turkey | 27 | 27 | ||||||||
Turkmenistan | 1 | 1 | ||||||||
Uganda | 1 | 1 | ||||||||
Ukraine | 15 | 15 | ||||||||
United Arab Emirates | 5 | 5 | ||||||||
United Kingdom | 28 | 28 | ||||||||
United Republic of Tanzania | 7 | 7 | ||||||||
United States of America | 142 | 142 | ||||||||
Uruguay | 1 | 1 | ||||||||
Uzbekistan | 5 | 5 | ||||||||
Venezuela | 16 | 16 | ||||||||
Viet Nam | 11 | 11 | ||||||||
Yemen | 7 | 7 | ||||||||
Zambia | 3 | 3 | ||||||||
Zimbabwe | 3 | 3 | ||||||||
Total | 220 | 239 | 434 | 178 | 181 | 209 | 129 | 159 | 108 | 1857 |
References
- Bettencourt, L.M.; Lobo, J.; Helbing, D.; Kühnert, C.; West, G.B. Growth, innovation, scaling, and the pace of life in cities. Proc. Natl. Acad. Sci. USA 2007, 104, 7301–7306. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Angel, S.; Parent, J.; Civco, D.L.; Blei, A.; Potere, D. The dimensions of global urban expansion: Estimates and projections for all countries, 2000–2050. Prog. Plan. 2011, 75, 53–107. [Google Scholar] [CrossRef]
- Alkema, L.; Jones, G.W.; Lai, C.U. Levels of urbanization in the world’s countries: Testing consistency of estimates based on national definitions. J. Popul. Res. 2013, 30, 291–304. [Google Scholar] [CrossRef]
- Buhaug, H.; Urdal, H. An urbanization bomb? Population growth and social disorder in cities. Glob. Environ. Chang. 2013, 23, 1–10. [Google Scholar] [CrossRef]
- Chen, M.; Zhang, H.; Liu, W.; Zhang, W. The global pattern of urbanization and economic growth: Evidence from the last three decades. PLoS ONE 2014, 9, e103799. [Google Scholar] [CrossRef] [Green Version]
- Wilson, C. On the scale of global demographic convergence 1950–2000. Popul. Dev. Rev. 2001, 27, 155–171. [Google Scholar] [CrossRef]
- Tabutin, D.; Schoumaker, B.; Rabenoro, M. The Demography of Sub-Saharan Africa from the 1950s to the 2000s. Population 2004, 59, 455–555. [Google Scholar] [CrossRef]
- Véron, J.; Horko, K.; Kneipp, R.; Rogers, G. The demography of South Asia from the 1950s to the 2000s. Population 2008, 63, 9–89. [Google Scholar] [CrossRef]
- Zitti, M.; Ferrara, C.; Perini, L.; Carlucci, M.; Salvati, L. Long-term Urban Growth and Land-use Efficiency in Southern Europe: Implications for Sustainable Land Management. Sustainability 2015, 7, 3359–3385. [Google Scholar] [CrossRef] [Green Version]
- Tabutin, D.; Schoumaker, B.; Rogers, G.; Mandelbaum, J.; Dutreuilh, C. The Demography of the Arab World and the Middle East from the 1950s to the 2000s. Population 2005, 60, 505–615. [Google Scholar] [CrossRef]
- Cohen, B. Urbanization in developing countries: Current trends, future projections, and key challenges for sustainability. Technol. Soc. 2006, 28, 63–80. [Google Scholar] [CrossRef]
- Cervellati, M.; Sunde, U.; Zimmermann, K.F. Demographic dynamics and long-run development: Insights for the secular stagnation debate. J. Popul. Econ. 2017, 30, 401–432. [Google Scholar] [CrossRef]
- Zambon, I.; Serra, P.; Sauri, D.; Carlucci, M.; Salvati, L. Beyond the ‘Mediterranean City’: Socioeconomic Disparities and Urban Sprawl in three Southern European Cities. Geogr. Ann. B 2017, 99, 319–337. [Google Scholar] [CrossRef]
- Forster, C. The challenge of change: Australian cities and urban planning in the new millennium. Geogr. Res. 2006, 44, 173–182. [Google Scholar] [CrossRef]
- Dyson, T. The role of the demographic transition in the process of urbanization. Popul. Dev. Rev. 2011, 37, 34–54. [Google Scholar] [CrossRef] [PubMed]
- Davis, D.E. Reflections on the relations between development and urbanization: Past trajectories and future challenges. Int. J. Urban Sci. 2016, 20, 1–14. [Google Scholar] [CrossRef]
- Matanle, P.; Sato, Y. Coming soon to a city near you! Learning to live ‘beyond growth’ in Japan’s shrinking regions. Soc. Sci. Jpn. J. 2010, 13, 187–210. [Google Scholar] [CrossRef] [Green Version]
- Kabisch, N.; Haase, D. Diversifying European agglomerations: Evidence of urban population trends for the 21st century. Popul. Space Place 2011, 17, 236–253. [Google Scholar] [CrossRef]
- Lerch, M. The Role of Migration in the Urban Transition: A Demonstration from Albania. Demography 2014, 51, 1527–1550. [Google Scholar] [CrossRef] [Green Version]
- Munafò, M.; Salvati, L.; Zitti, M. Estimating soil sealing at country scale—Italy as a case study. Ecol. Indic. 2013, 26, 36–43. [Google Scholar] [CrossRef]
- Colantoni, A.; Grigoriadis, E.; Sateriano, A.; Venanzoni, G.; Salvati, L. Cities as selective land predators? A Lesson on Urban Growth, (Un)effective planning and Sprawl Containment. Sci. Total Environ. 2016, 545–546, 329–339. [Google Scholar] [CrossRef] [PubMed]
- Cuadrado-Ciuraneta, S.; Durà-Guimerà, A.; Salvati, L. Not only tourism: Unravelling suburbanization, second-home expansion and “rural” sprawl in Catalonia, Spain. Urban Geogr. 2017, 38, 66–89. [Google Scholar] [CrossRef]
- Montgomery, M.R. The urban transformation of the developing world. Science 2008, 319, 761–764. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Porter, J.R.; Howell, F.M. On the ‘Urbanness’ of Metropolitan Areas: Testing the Homogeneity Assumption, 1970–2000. Popul. Res. Policy Rev. 2009, 28, 589–601. [Google Scholar] [CrossRef]
- Kroll, F.; Kabisch, N. The Relation of Diverging Urban Growth Processes and Demographic Change along an Urban–Rural Gradient. Popul. Space Place 2012, 18, 260–276. [Google Scholar] [CrossRef]
- Rogers, A. Sources of urban population growth and urbanization, 1950–2000: A demographic accounting. Econ. Dev. Cult. Chang. 1982, 30, 483–506. [Google Scholar] [CrossRef]
- Sharma, S. Persistence and stability in city growth. J. Urban Econ. 2003, 53, 300–320. [Google Scholar] [CrossRef]
- Soo, K.T. Zipf’s Law and urban growth in Malaysia. Urban Stud. 2007, 44, 1–14. [Google Scholar] [CrossRef]
- Seto, K.C.; Fragkias, M.; Güneralp, B.; Reilly, M.K. A meta-analysis of global urban land expansion. PLoS ONE 2011, 6, e23777. [Google Scholar] [CrossRef]
- Sato, Y.; Yamamoto, K. Population concentration, urbanization, and demographic transition. J. Urban Econ. 2005, 58, 45–61. [Google Scholar] [CrossRef]
- Sobotka, T.; Skirbekk, V.; Philipov, D. Economic Recession and Fertility in the Developed World. Popul. Dev. Rev. 2011, 37, 267–306. [Google Scholar] [CrossRef] [PubMed]
- Rees, P.; van der Gaag, N.; de Beer, J.; Heins, F. European regional populations: Current trends, future pathways, and policy options. Eur. J. Popul. 2012, 28, 385–416. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Guérin-Pace, F. Rank-size distribution and the process of urban growth. Urban Stud. 1995, 32, 551–562. [Google Scholar] [CrossRef]
- Carlucci, M.; Grigoriadis, E.; Rontos, K.; Salvati, L. Revisiting an Hegemonic Concept: Long-term ‘Mediterranean Urbanization’ in between city re-polarization and metropolitan decline. Appl. Spat. Anal. Policy 2017, 10, 347–362. [Google Scholar] [CrossRef]
- Glaeser, E.L.; Shapiro, J.M. Urban growth in the 1990s: Is city living back? J. Reg. Sci. 2003, 43, 139–165. [Google Scholar] [CrossRef]
- Fuguitt, G.V.; Beale, C.L. Population trends of nonmetropolitan cities and villages in sub-regions of the United States. Demography 1978, 15, 605–620. [Google Scholar] [CrossRef]
- Jones, G.W. Southeast Asian urbanization and the growth of mega-urban regions. J. Popul. Res. 2002, 19, 119–136. [Google Scholar] [CrossRef]
- Martinez-Fernandez, C.; Audirac, I.; Fol, S.; Cunningham-Sabot, E. Shrinking cities: Urban challenges of globalization. Int. J. Urban Reg. Res. 2012, 36, 213–225. [Google Scholar] [CrossRef]
- Kourtit, K.; Nijkamp, P. In praise of megacities in a global world. Reg. Sci. Policy Pract. 2013, 5, 167–182. [Google Scholar] [CrossRef]
- Weber, H.; Sciubba, J.D. The Effect of Population Growth on the Environment: Evidence from European Regions. Eur. J. Popul. 2018, 35, 379–402. [Google Scholar] [CrossRef]
- González-Val, R.; Lanaspa, L.; Sanz-Gracia, F. New evidence on Gibrat’s law for cities. Urban Stud. 2014, 51, 93–115. [Google Scholar] [CrossRef]
- McCann, P. Urban futures, population ageing and demographic decline. Camb. J. Reg. Econ. Soc. 2017, 10, 543–557. [Google Scholar] [CrossRef]
- Haase, A.; Bernt, M.; Großmann, K.; Mykhnenko, V.; Rink, D. Varieties of shrinkage in European cities. Eur. Urban Reg. Stud. 2016, 23, 86–102. [Google Scholar] [CrossRef]
- Reher, D.S. Economic and Social Implications of the Demographic Transition. Popul. Dev. Rev. 2011, 37 (Suppl. 1), 11–33. [Google Scholar] [CrossRef]
- United Nations, Department of Economic and Social Affairs, Population Division. World Urbanization Prospects: The 2014 Revision, CD-ROM ed.; United Nations, Department of Economic and Social Affairs, Population Division: New York, NY, USA, 2014. [Google Scholar]
- Salvati, L.; Gargiulo Morelli, V. Unveiling Urban Sprawl in the Mediterranean Region: Towards a Latent Urban Transformation? Int. J. Urban Reg. Res. 2014, 38, 1935–1953. [Google Scholar] [CrossRef]
- Fox, S. Urbanization as a global historical process: Theory and evidence from sub-Saharan Africa. Popul. Dev. Rev. 2012, 38, 285–310. [Google Scholar] [CrossRef]
- Biasi, R.; Colantoni, A.; Ferrara, C.; Ranalli, F.; Salvati, L. In-between sprawl and fires: Long-term forest expansion and settlement dynamics at the wildland–urban interface in Rome, Italy. Int. J. Sustain. Dev. World Ecol. 2015, 22, 467–475. [Google Scholar] [CrossRef]
- Rontos, K.; Grigoriadis, S.; Sateriano, A.; Syrmali, M.; Vavouras, I.; Salvati, L. Lost in Protest, Found in Segregation: Divided Cities in the Light of the 2015 ‘Oki’ Referendum in Greece. City Cult. Soc. 2016, 7, 139–148. [Google Scholar] [CrossRef]
- Duvernoy, I.; Zambon, I.; Sateriano, A.; Salvati, L. Pictures from the Other Side of the Fringe: Urban Growth and Peri-urban Agriculture in a Post-industrial City (Toulouse, France). J. Rural Stud. 2018, 57, 25–35. [Google Scholar] [CrossRef]
- Buettner, T. Urban estimates and projections at the United Nations: The strengths, weaknesses, and underpinnings of the world urbanization prospects. Spat. Demogr. 2015, 3, 91–108. [Google Scholar] [CrossRef]
- Jiang, L. Internal consistency of demographic assumptions in the shared socioeconomic pathways. Popul. Environ. 2014, 35, 261–285. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Di Feliciantonio, C.; Salvati, L. ‘Southern’ alternatives of urban diffusion: Investigating settlement characteristics and socioeconomic patterns in three Mediterranean regions. Tijdschr. Econ. Soc. Geogr. 2015, 106, 453–470. [Google Scholar] [CrossRef]
- Jiang, L.; O’Neill, B.C. Global urbanization projections for the Shared Socioeconomic Pathways. Glob. Environ. Chang. 2017, 42, 193–199. [Google Scholar] [CrossRef] [Green Version]
- Carbonaro, G.; Leanza, E.; McCann, P.; Medda, F. Demographic decline, population aging, and modern financial approaches to urban policy. Int. Reg. Sci. Rev. 2018, 41, 210–232. [Google Scholar] [CrossRef]
- Billari, F.; Kohler, H.P. Patterns of low and lowest-low fertility in Europe. Popul. Stud. 2004, 58, 161–176. [Google Scholar] [CrossRef] [PubMed]
- Ferrara, C.; Carlucci, M.; Grigoriadis, E.; Corona, P.; Salvati, L. A comprehensive insight into the geography of forest cover in Italy: Exploring the importance of socioeconomic local contexts. For. Policy Econ. 2017, 75, 12–22. [Google Scholar] [CrossRef] [Green Version]
- Serra, P.; Vera, A.; Tulla, A.F.; Salvati, L. Beyond urban-rural dichotomy: Exploring socioeconomic and land-use processes of change in Spain (1991–2011). Appl. Geogr. 2014, 55, 71–81. [Google Scholar] [CrossRef]
- Salvati, L.; Serra, P. Estimating rapidity of change in complex urban systems: A multidimensional, local-scale approach. Geogr. Anal. 2016, 48, 132–156. [Google Scholar] [CrossRef]
- Pili, S.; Grigoriadis, E.; Carlucci, M.; Clemente, M.; Salvati, L. Towards Sustainable Growth? A Multi-criteria Assessment of (Changing) Urban Forms. Ecol. Indic. 2017, 76, 71–80. [Google Scholar] [CrossRef]
- Galor, O.; Weil, D.N. Population, technology, and growth: From Malthusian stagnation to the demographic transition and beyond. Am. Econ. Rev. 2000, 90, 806–828. [Google Scholar] [CrossRef] [Green Version]
- O’Neill, B.C.; Dalton, M.; Fuchs, R.; Jiang, L.; Pachauri, S.; Zigova, K. Global demographic trends and future carbon emissions. Proc. Natl. Acad. Sci. USA 2010, 107, 17521–17526. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Salvati, L.; Gargiulo, V.; Rontos, K.; Sabbi, A. Latent Exurban Development: City Expansion along the Rural-To-Urban Gradient in Growing and Declining Regions of Southern Europe. Urban Geogr. 2013, 34, 376–394. [Google Scholar] [CrossRef]
- Dijkstra, L.; Garcilazo, E.; McCann, P. The effects of the global financial crisis on European regions and cities. J. Econ. Geogr. 2015, 15, 935–949. [Google Scholar] [CrossRef]
- Cottineau, C. A multilevel portrait of shrinking urban Russia. Espace Popul. Soc. 2016. Available online: http://journals.openedition.org/eps/6123 (accessed on 10 January 2020). [CrossRef]
- Li, H.; Mykhnenko, V. Urban shrinkage with Chinese characteristics. Geogr. J. 2018, 184, 398–412. [Google Scholar] [CrossRef]
- Warnes, A.; Williams, A. Older Migrants in Europe: A New Focus for Migration Studies. J. Ethn. Migr. Stud. 2006, 32, 1257–1281. [Google Scholar] [CrossRef] [Green Version]
- Morelli, V.G.; Rontos, K.; Salvati, L. Between suburbanisation and re-urbanisation: Revisiting the urban life cycle in a Mediterranean compact city. Urban Res. Pract. 2014, 7, 74–88. [Google Scholar] [CrossRef]
- Salvati, L.; Zambon, I.; Chelli, F.M.; Serra, P. Do spatial patterns of urbanization and land consumption reflect different socioeconomic contexts in Europe? Sci. Total Environ. 2018, 625, 722–730. [Google Scholar] [CrossRef]
- Zambon, I.; Benedetti, A.; Ferrara, C.; Salvati, L. Soil matters? A multivariate analysis of socioeconomic constraints to urban expansion in Mediterranean Europe. Ecol. Econ. 2018, 146, 173–183. [Google Scholar] [CrossRef]
Region | 1950–1960 | 1960–1970 | 1970–1980 | 1980–1990 | 1990–2000 | 2000–2010 | 2010–2020 | 2020–2030 |
---|---|---|---|---|---|---|---|---|
Average | ||||||||
Africa | 8.87 | 8.57 | 7.35 | 6.22 | 5.04 | 4.47 | 4.41 | 4.04 |
Asia | 5.49 | 5.54 | 5.69 | 5.91 | 5.35 | 3.36 | 2.27 | 1.66 |
China | 8.14 | 7.59 | 7.53 | 8.28 | 13.36 | 4.33 | 3.67 | 2.20 |
Europe | 1.93 | 1.73 | 1.04 | 0.67 | 0.30 | 0.52 | 0.64 | 0.42 |
India | 5.21 | 4.77 | 4.92 | 4.57 | 3.71 | 3.23 | 3.10 | 2.63 |
Latin America | 7.92 | 7.64 | 6.27 | 5.42 | 2.98 | 2.09 | 1.82 | 1.24 |
Middle East | 8.72 | 9.13 | 9.38 | 7.81 | 4.85 | 4.80 | 3.46 | 2.10 |
North America | 4.77 | 3.71 | 2.78 | 3.07 | 3.25 | 2.09 | 2.00 | 1.13 |
Russia | 4.79 | 4.77 | 3.70 | 1.47 | 0.22 | 0.68 | 1.06 | 0.49 |
Grand Mean | 6.54 | 6.22 | 5.75 | 5.44 | 5.76 | 3.13 | 2.72 | 1.91 |
Coefficient of variation | ||||||||
Africa | 0.76 | 0.77 | 0.81 | 1.25 | 0.85 | 0.65 | 0.61 | 0.37 |
Asia | 0.75 | 0.68 | 0.74 | 0.85 | 1.04 | 1.09 | 0.99 | 0.75 |
China | 0.61 | 0.63 | 0.64 | 0.98 | 0.95 | 0.63 | 0.58 | 0.28 |
Europe | 0.81 | 1.01 | 1.57 | 2.07 | 2.24 | 1.09 | 0.91 | 0.84 |
India | 1.28 | 0.89 | 0.53 | 0.70 | 0.58 | 0.64 | 0.64 | 0.21 |
Latin America | 0.70 | 0.88 | 0.84 | 0.97 | 0.52 | 0.53 | 0.49 | 0.38 |
Middle East | 0.74 | 0.73 | 0.82 | 0.83 | 0.76 | 1.23 | 0.82 | 0.54 |
North America | 0.81 | 1.07 | 1.07 | 1.88 | 1.24 | 0.98 | 0.99 | 0.47 |
Russia | 0.85 | 0.77 | 1.81 | 0.91 | 4.98 | 2.20 | 1.58 | 2.10 |
Grand CV | 0.85 | 0.87 | 0.93 | 1.19 | 1.42 | 1.01 | 0.86 | 0.71 |
Region | 1950–1960 | 1960–1970 | 1970–1980 | 1980–1990 | 1990–2000 | 2000–2010 | 2010–2020 | 2020–2030 |
---|---|---|---|---|---|---|---|---|
Pearson moment product parametric correlation coefficients | ||||||||
Africa | −0.430 | −0.396 | −0.369 | −0.391 | −0.430 | −0.380 | −0.223 | −0.032 |
Asia | −0.317 | −0.245 | −0.295 | −0.558 | −0.502 | −0.373 | −0.142 | −0.036 |
China | −0.687 | −0.792 | −0.739 | −0.371 | −0.518 | −0.254 | −0.207 | −0.056 |
Europe | −0.346 | −0.391 | −0.345 | −0.327 | −0.138 | −0.009 | 0.029 | 0.102 |
Inia | −0.436 | −0.259 | −0.151 | −0.253 | −0.238 | −0.238 | −0.07 | 0.086 |
Latin America | −0.480 | −0.485 | −0.407 | −0.401 | −0.266 | −0.231 | −0.135 | 0.001 |
Middle East | −0.646 | −0.600 | −0.544 | −0.531 | −0.598 | −0.400 | −0.379 | −0.096 |
North America | −0.293 | −0.400 | −0.636 | −0.546 | −0.489 | −0.414 | −0.288 | −0.140 |
Russia | −0.714 | −0.647 | −0.432 | −0.409 | −0.237 | −0.202 | −0.067 | 0.145 |
Spearman non-parametric correlation coefficients | ||||||||
Africa | −0.467 | −0.375 | −0.396 | −0.387 | −0.460 | −0.418 | −0.257 | −0.008 |
Asia | −0.257 | −0.217 | −0.251 | −0.597 | −0.605 | −0.404 | −0.124 | 0.114 |
China | −0.726 | −0.805 | −0.787 | −0.675 | −0.622 | −0.324 | −0.210 | 0.018 |
Europe | −0.361 | −0.409 | −0.336 | −0.339 | −0.159 | −0.044 | 0.006 | 0.101 |
Inia | −0.250 | −0.202 | −0.161 | −0.253 | −0.208 | −0.216 | −0.091 | 0.101 |
Latin America | −0.426 | −0.441 | −0.396 | −0.410 | −0.183 | −0.188 | −0.090 | 0.032 |
Middle East | −0.580 | −0.553 | −0.624 | −0.518 | −0.499 | −0.321 | −0.368 | −0.113 |
North America | −0.348 | −0.394 | −0.592 | −0.400 | −0.484 | −0.402 | −0.287 | −0.092 |
Russia | −0.609 | −0.642 | −0.649 | −0.339 | −0.340 | −0.225 | −0.082 | 0.127 |
© 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
Share and Cite
Cividino, S.; Halbac-Cotoara-Zamfir, R.; Salvati, L. Revisiting the “City Life Cycle”: Global Urbanization and Implications for Regional Development. Sustainability 2020, 12, 1151. https://doi.org/10.3390/su12031151
Cividino S, Halbac-Cotoara-Zamfir R, Salvati L. Revisiting the “City Life Cycle”: Global Urbanization and Implications for Regional Development. Sustainability. 2020; 12(3):1151. https://doi.org/10.3390/su12031151
Chicago/Turabian StyleCividino, Sirio, Rares Halbac-Cotoara-Zamfir, and Luca Salvati. 2020. "Revisiting the “City Life Cycle”: Global Urbanization and Implications for Regional Development" Sustainability 12, no. 3: 1151. https://doi.org/10.3390/su12031151
APA StyleCividino, S., Halbac-Cotoara-Zamfir, R., & Salvati, L. (2020). Revisiting the “City Life Cycle”: Global Urbanization and Implications for Regional Development. Sustainability, 12(3), 1151. https://doi.org/10.3390/su12031151