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Spatial Modeling

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Handbook of Cliometrics

Abstract

Spatial modeling is a systematic approach to understand the spatial configuration of economic activity from a local to a global scale. This chapter begins with an overview of empirical tests of spatial correlation, including testing of spatial randomness, join-count statistics, and Moran’s I. This leads to a discussion of spatial concentration measures and the usage of such tests and measures in the context of economic history. An overview of the development of spatial modeling, from von Thünen to Hotelling to the new economic geography demonstrates the abstract nature of modeling, its application in a wide range of settings, and the usefulness of economic history to validate theoretical approaches. The final section goes over a range of modeling components used in quantitative spatial economics and their relevance in economic history. The chapter concludes with an outlook to alternative modeling approaches, including spatial point processes and networks.

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References

  • Ahlfeldt GM, Redding SJ, Sturm DM, Wolf N (2015) The economics of density: evidence from the Berlin Wall. Econometrica 83(6):2127–2189

    Google Scholar 

  • Anselin L (1995) Local indicators of spatial association—LISA. Geogr Anal 27(2):93–115

    Google Scholar 

  • Atkin D (2013) Trade, tastes, and nutrition in India. Am Econ Rev 103(5):1629–1663

    Google Scholar 

  • Baddeley A, Rubak E, Turner R (2015) Spatial point patterns: methodology and applications with R. CRC Press, Boca Raton

    Google Scholar 

  • Baldwin R (2016) The great convergence information technology and the new globalization. Harvard University Press, Cambridge

    Google Scholar 

  • Beckmann MJ (1972) Von Thünen revisited: a neoclassical land use model. Swed J Econ 74(1):1–7

    Google Scholar 

  • Boustan LP (2010) Was postwar suburbanization “white flight”? Evidence from the black migration. Q J Econ 125(1):417–443

    Google Scholar 

  • Boustan LP (2012) Racial residential segregation in American cities. In: Brooks N, Donaghy K, Knaap G (eds) The Oxford handbook of urban economics and planning. Oxford University Press, Oxford, pp 1–25

    Google Scholar 

  • Braudel F (1981) Civilization and capitalism, 15th–18th century. Volume 1. The structure of everyday life. Harper and Row, New York

    Google Scholar 

  • Broda C, Weinstein DE (2006) Globalization and the gains from variety. Q J Econ 121(2):541–585

    Google Scholar 

  • Burhop C, Wolf N (2013) The German market for patents during the second industrialization, 1884–1913: a gravity approach. Bus Hist Rev 87(1):69–93

    Google Scholar 

  • Christaller W (1933) Die Zentralen Orte in Su¨ddeutschland. Gustav Fischer Verlag, Jena

    Google Scholar 

  • Cliff A, Ord J (1981) Spatial processes: models & applications. Pion, London

    Google Scholar 

  • Crafts N, Wolf N (2014) The location of the UK cotton textiles industry in 1838: a quantitative analysis. J Econ Hist 74(4):1103–1139

    Google Scholar 

  • Cronon W (1991) Nature’s Metropolis: Chicago and the great west. W W Norton & Co Inc, New York

    Google Scholar 

  • Davis DR, Weinstein DE (2002) Bones, bombs, and break points: the geography of economic activity. Am Econ Rev 92(5):1269–1289

    Google Scholar 

  • Dixit AK, Stiglitz JE (1977) Monopolistic competition and optimum product diversity. Am Econ Rev 67(3):297–308

    Google Scholar 

  • Donaldson D (2018) Railroads of the raj: estimating the impact of transportation infrastructure. Am Econ Rev 108:899–934

    Google Scholar 

  • Donaldson D, Hornbeck R (2016) Railroads and American economic growth: a “market access”. Approach Q J Econ 131(2):799–858

    Google Scholar 

  • Downs A (1957) An economic theory of political action in a democracy. J Polit Econ 65(2):135–150

    Google Scholar 

  • Duranton G, Overman HG (2005) Testing for localization using micro-geographic data. Rev Econ Stud 72(4):1077–1106

    Google Scholar 

  • Ellison G, Glaeser EL (1997) Geographic concentration in U.S. manufacturing industries: a dartboard approach. J Polit Econ 105(5):889–927

    Google Scholar 

  • Ellison G, Glaeser EL, Kerr WR (2010) What causes industry agglomeration? Evidence from Coagglomeration patterns. Am Econ Rev 100(3):1195–1213

    Google Scholar 

  • Fogel R (1964) Railroads and American economic growth: essays in econometric history. The Johns Hopkins Press, Baltimore

    Google Scholar 

  • Fujita M (2010) The evolution of spatial economics: from thünen to the new economic geography. Jpn Econ Rev 61(1):1–32

    Google Scholar 

  • Fujita M, Krugman P, Venables AJ (1999) The spatial economy: cities, regions, and international trade. MIT Press, Cambridge

    Google Scholar 

  • Gutberlet T (2014) Mechanization and the spatial distribution of industries in the German empire, 1875 to 1907. Econ Hist Rev 67(2):463–491. https://doi.org/10.1111/1468-0289.12028

    Article  Google Scholar 

  • Hatton TJ, Williamson JG (1998) The age of mass migration: causes and economic impact. Oxford University Press, New York

    Google Scholar 

  • Helpman E (1998) The size of regions. In: Pines D, Sadka E, Zilcha I (eds) Topics in public economics: theoretical and applied analysis. Cambridge University Press, Cambridge, pp 33–54

    Google Scholar 

  • Hotelling H (1929) Stability in competition. Econ J 39(153):41–57

    Google Scholar 

  • Jacks DS (2005) Intra- and international commodity market integration in the Atlantic economy, 1800–1913. Explor Econ Hist 42(3):381–413

    Google Scholar 

  • Jackson MO (2008) Social and economic networks. Princeton University Press, Princeton

    Google Scholar 

  • Jaremski M (2012) Estimating antebellum passenger costs: a hub-and-spoke approach. Hist Methods 45(2):93–101

    Google Scholar 

  • Kim S (1995) Expansion of markets and the geographic distribution of economic activities: the trends in U.S. Q J Econ 110(4):881–908

    Google Scholar 

  • Kopsidis M, Wolf N (2012) Agricultural productivity across Prussia during the industrial revolution: a Thuenen perspective. J Econ Hist 72(3):634–670

    Google Scholar 

  • Krugman P (1991) Geography and trade. Leuven University Press, Leuven

    Google Scholar 

  • Krugman PR (1993) On the relationship between trade theory and location theory. Rev Int Econ 1(2):110–122

    Google Scholar 

  • Krugman P (2009) The increasing returns revolution in trade and geography. Am Econ Rev 99(3):561–571

    Google Scholar 

  • Krugman P (2010) The new economic geography, now middle-aged. Presentation to the Association of American Geographers, 16 Apr 2010

    Google Scholar 

  • Lameli A, Nitsch V, Südekum J, Wolf N (2015) Same same but different: dialects and trade. Ger Econ Rev 16(3):290–306

    Google Scholar 

  • Lampe M, Ploeckl F (2014) Spanning the globe: the rise of global communications systems and the first globalisation. Aust Econ Hist Rev 54(3):242–261

    Google Scholar 

  • Lampe M, Sharp P (2016) Cliometric approaches to international trade. In: Diebolt C, Haupert M (eds) Handbook of cliometrics. Springer, Heidelberg, pp 295–330

    Google Scholar 

  • Leunig T (2011) Social savings. Economics and history: surveys in cliometrics. Wiley, Somerset, pp 21–46

    Google Scholar 

  • Lösch A (1940) Die Räumliche Ordnung Der Wirtschaft. Gustav Fischer Verlag, Jena

    Google Scholar 

  • Michaels G, Rauch F, Redding SJ (2012) Urbanization and structural transformation. Q J Econ 127(2):535–586

    Google Scholar 

  • Michalopoulos S, Papaioannou E (2018) Spatial patterns of development: a Meso approach. Ann Rev Econ 10:383–410

    Google Scholar 

  • Midelfart-Knvarvik K, Overman H, Redding S, Venables A (2000) The Location of European Industry. Technical report, Directorate General for Economic and Financial Affairs, European Commission

    Google Scholar 

  • Ploeckl F (2010) Borders, market access and urban growth; the case of Saxon towns and the Zollverein. Documents de Treball de l’IEB 2010(42)

    Google Scholar 

  • Ploeckl F (2012) Endowments and market access; the size of towns in historical perspective: Saxony, 1550–1834. Reg Sci Urban Econ 42(4):607–618

    Google Scholar 

  • Ploeckl F (2015) It’s all in the mail: the economic geography of the German empire. University of Adelaide School of Economics Working Papers 2015(12)

    Google Scholar 

  • Ploeckl F (2017) Towns (and villages): definitions and implications in a historical setting. Cliometrica 11(2):269–287

    Google Scholar 

  • Redding SJ, Rossi-Hansberg E (2017) Quantitative spatial economics. Ann Rev Econ 9(1):21–58

    Google Scholar 

  • Redding SJ, Sturm DM (2008) The costs of remoteness: evidence from German division and reunification. Am Econ Rev 98(5):1766–1797

    Google Scholar 

  • Schelling TC (1971) Dynamic models of segregation. J Math Sociol 1:143–186

    Google Scholar 

  • Schulze MS, Wolf N (2009) On the origins of border effects: insights from the Habsburg empire. J Econ Geogr 9(1):117–136

    Google Scholar 

  • Sokoloff K (1988) Inventive activity in early industrial America: evidence from patent records, 1790–1846. J Econ Hist 48:813–850

    Google Scholar 

  • Tobler W (1970) A computer movie simulating urban growth in the Detroit region. Econ Geogr 46:234–240

    Google Scholar 

  • von Thünen JH (1875) Der isolirte Staat in Beziehung auf Landwirthschaft and National¨okonomie, 3rd edn. Wiegandt, Hempel & Paren, Berlin

    Google Scholar 

  • Wolf N (2007) Endowments vs. market potential: what explains the relocation of industry after the polish reunification in 1918? Explor Econ Hist 44(1):22–42

    Google Scholar 

  • Wrigley EA (1985) Urban growth and agricultural change: England and the continent in the early modern period. J Interdiscip Hist 15(4):683–728

    Google Scholar 

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Correspondence to Florian Ploeckl .

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Ploeckl, F. (2019). Spatial Modeling. In: Diebolt, C., Haupert, M. (eds) Handbook of Cliometrics. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-40458-0_56-1

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  • DOI: https://doi.org/10.1007/978-3-642-40458-0_56-1

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