Abstract
This paper analyzes some economic and demographic features of Italians living in cities containing a Saint name in their appellation (hagiotoponyms). Demographic data come from the surveys done in the 15th (2011) Italian Census, while the economic wealth of such cities is explored through their recent (2007–2011) aggregated tax income (ATI). This cultural problem is treated from various points of view. First, the exact list of hagiotoponyms is obtained through linguistic and religiosity criteria. Next, it is examined how such cities are distributed in the Italian regions. Demographic and economic perspectives are also offered at the Saint level, i.e. calculating the cumulated values of the number of inhabitants and the ATI, “per Saint”, as well as the corresponding relative values taking into account the Saint popularity. On one hand, frequency-size plots and cumulative distribution function plots, and on the other hand, scatter plots and rank-size plots between the various quantities are shown and discussed in order to find the importance of correlations between the variables. It is concluded that rank–rank correlations point to a strong Saint effect, which explains what actually Saint-based toponyms imply in terms of comparing economic and demographic data.
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Notes
Through \(medievalist.net\).
The tables were either 637 or 639 long items, depending whether we considered real cities or hagiotoponyms
For completeness, note that the Levenberg–Marquardt algorithm (see Levenberg 1944; Marquardt 1963; Lourakis 2011) has been used for the fitting procedure of the data to the mentioned non-linear functions. The error characteristics from the fit regressions, i.e. \(\chi ^2\), d, the number of degrees of freedom, the p value, beside the \(R^2\) regression coefficient, have been calculated, but are not shown for space saving. It has been observed that in all cases the p value is lower than \(10^{-6}\).
References
Bradley, T.: Essential Statistics for Economics, Business and Management. Wiley, Chichester (2007)
Cerqueti, R., Ausloos, M.: Evidence of economic regularities and disparities of Italian regions from aggregated tax income size data. Phys. A 421(1), 187–207 (2015)
Chen, Y.: The rank-size scaling law and entropy-maximizing principle. Phys. A 391, 767–778 (2012)
Clauset, A., Shalizi, A.C.C., Newman, M.E.J.: Power-law distributions in empirical data. SIAM Rev. 51, 661–703 (2009)
Connor, P.: Religion as resource: religion and immigrant economic incorporation. Soc. Sci. Res. 40(5), 1350–1361 (2011)
Cordoba, J.-C.: On the distribution of city sizes. J. Urban Econ. 63(1), 177–197 (2008)
Dennett, D.C.: Breaking the Spell: Religion as a Natural Phenomenon. Penguin Group, New York (2006)
Dubuisson, D.: The Western Construction of Religion: Myths, Knowledge, and Ideology. Johns Hopkins University Press, Baltimore (2003)
Durkheim, E.: Les Formes élémentaires de la vie religieuse (transl) The Elementary Forms of Religious Life (1912). Les Presses universitaires de France, Paris (1968)
Eliade, M.: A History of Religious Ideas: From the Stone Age to the Eleusinian Mysteries, vol. I. University of Chicago Press, Chicago (1978)
Ellison, C.G., Sherkat, D.E.: Is sociology the core discipline for the scientific study of religion? Soc. Forces 73, 1255–1266 (1995)
Farmer, D.H.: The Oxford Dictionary of Saints. Cambridge University Press, Cambridge (1987)
Garmestani, A.S., Allen, C.R., Gallagher, C.M.: Power laws, discontinuities and regional city size distributions. J. Econ. Behav. Organ. 68, 209–216 (2008)
Giesen, K., Sudekum, J.: Zipf law for cities in the regions and the country. J. Econ. Geogr. 11(4), 667–686 (2011)
Goldstein, M.L., Morris, S.A., Yen, G.G.: Problems with fitting to the power-law distribution. Eur. Phys. J. B 41, 255–258 (2004)
Herzel, H., Schmitt, A.O., Ebeling, W.: Finite sample effects in sequence analysis. Chaos Solitons Fractals 4, 97–113 (1994)
Iannaccone, L.R.: The consequences of religious market structure: Adam Smith and the economics of religion. Ration. Soc. 3, 156–177 (1991)
Iannaccone, L.R.: An introduction to the economics of religion. J. Econ. Lit. 36, 1465–1496 (1998)
Kendall, M.: A new measure of rank correlation. Biometrika 30(1–2), 81–89 (1938)
Kim, J.: Pilgrimage and towns in Medieval Christianity. In: The 6th Japanese-Korean Symposium on Medieval History of Europe. Keio University, Japan (2007)
Krugman, P.: Development, Geography, and Economic Theory. The MIT Press, Cambridge (1995)
Laherrère, J., Sornette, D.: Stretched exponential distributions in nature and economy: fat tails with characteristic scales. Eur. Phys. J. B 2, 525–539 (1998)
Lavalette, D.: Facteur d’impact: impartialité ou impuissance?, Internal Report, INSERM U350. Institut Curie, France (1966)
Lehrer, E.L.: The effects of religion on the labor supply of married women. Soc. Sci. Res. 24, 281–301 (1995)
Lehrer, E.L.: Religion as a determinant of educational attainment: an economic perspective. Soc. Sci. Res. 28, 358–379 (1999)
Levenberg, K.: A method for the solution of certain problems in least squares. Q. Appl. Math. 2, 164–168 (1944)
Lourakis, M.I.A.: A brief description of the Levenberg-Marquardt algorithm implemented by levmar. Found. Res. Technol. 4, 1–6 (2011)
Marquardt, D.W.: An aAlgorithm for least-squares estimation of nonlinear parameters. J. Soc. Ind. Appl. Math. 11(2), 431–441 (1963)
Morris, C.H.: The Concept of Territory in the late Anglo-Saxon and Early Medieval Cult of Saints in England, Master of Philosophy thesis submitted to The University of Birmingham (2009)
Naumis, G.G., Cocho, G.: Tail universalities in rank distributions as an algebraic problem: the beta-like function. Phys. A 387, 84–96 (2008)
Rawlings, J.O., Pantula, S.G., Dickey, D.A.: Applied Regression Analysis—A Research Tool. Springer, New York (1998)
Reading, H.F.: Dictionary of the Social Sciences. Atlantic Publishers & Distributor, New York (1996)
Soo, K.T.: Zipf law and urban growth in Malaysia. Urban Stud. 44(1), 1–14 (2007)
Stark, R.: Why religious movements succeed or fail: a revised general model. J. Contemp. Relig. 11, 133–146 (1996)
Stark, J.R., Bainbridge, W.S.: Of churches, sects, and cults: preliminary concepts for a theory of religious movements. J. Sci. Stud. Relig. 18, 117–133 (1979)
Vining Jr, D.R.: The rank-size rule in the absence of growth. J. Urban Econ. 4, 15–29 (1977)
Vitanov, N.K., Ausloos, M., (2015). Test of two hypotheses about the sizes of the populations in a system of cities. J. Appl. Stat. (in press)
Waters, M., Heath, W.C., Watson, J.: A positive model of the determination of religious affiliation. Soc. Sci. Q. 76(1), 105–123 (1995)
Webb, D.: Patrons and Defenders: The Saints in the Italian City-States. Tauris Academic Studies, London (1996)
Yeatman, S.E., Trinitapoli, J.: Beyond denomination: the relationship between religion and family planning in rural Malawi. Demogr. Res. 19(55), 1851–1882 (2008)
Zhang, L.: Religious affiliation, religiosity, and male and female fertility. Demogr. Res. 18(8), 233–262 (2008)
Zipf, G.K.: Human Behavior and the Principle of Least Effort : An Introduction to Human Ecology. Addison Wesley, Cambridge (1949)
Acknowledgments
This paper is part of scientific activities in COST Action IS1104, “The EU in the new complex geography of economic systems: models, tools and policy evaluation”. The authors are grateful to Dr. Eleonora Di Cristofaro and Dr. Antonio Caputo for helpful suggestions. All remaining errors are ours.
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Ausloos, M., Cerqueti, R. Religion-based urbanization process in Italy: statistical evidence from demographic and economic data. Qual Quant 50, 1539–1565 (2016). https://doi.org/10.1007/s11135-015-0220-2
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DOI: https://doi.org/10.1007/s11135-015-0220-2