Cluster-based measures of regional concentration. Critical overview

Amrhein, 1995, Searching for the elusive aggregation effect: evidence from statistical simulations, Environ. Plann. A, 27, 105, 10.1068/a270105 Arbia, 1989 Arbia, 2013, Testing isotropy in spatial econometric models, Spat. Econ. Anal., 8, 228, 10.1080/17421772.2013.804629 Bailey, 1971, The optimal measure of concentration, J. Amer. Statist. Assoc., 66, 702, 10.1080/01621459.1971.10482332 Briant, 2010, Dots to boxes: Do the size and shape of spatial units jeopardize economic geography estimations, J. Urban Econ., 67, 287, 10.1016/j.jue.2009.09.014 Cassey, 2014, Simulating confidence for the Ellison–Glaeser index, J. Urban Econ., 81, 85, 10.1016/j.jue.2014.02.005 Churski, P., Ochojski, A., Polko, K., 2018. Rethinking regional specialization (forthcoming). Clark, 1976, The effects of data aggregation in statistical analysis, Geogr. Anal., 8, 428, 10.1111/j.1538-4632.1976.tb00549.x Deltas, 2003, The small-sample bias of the gini coefficient: results and implications for empirical research, Rev. Econ. Stat., 85, 226, 10.1162/rest.2003.85.1.226 Dewhurst, 2002, A comparison of measures of industrial specialization for travel-to-work areas in Great Britain, 1981–1997, Reg. Stud., 36, 541, 10.1080/00343400220137146 Dewhurst, 2007, Specialization and regional size, 204 Duranton, 2005, Testing for localization using micro- geographic data, Rev. Econom. Stud., 72, 1077, 10.1111/0034-6527.00362 Eisenberg, 2015, The multivariate Gini ratio, Statist. Probab. Lett., 96, 292, 10.1016/j.spl.2014.10.009 Ellison, 1997, Geographic concentration in US manufacturing industries: A dartboard approach, J. Polit. Econ., 105, 889, 10.1086/262098 Fabrizi, 2016, Small area estimation of the gini concentration coefficient, Comput. Statist. Data Anal., 99, 223, 10.1016/j.csda.2016.01.010 Flowerdew, 2011, How serious is the modifiable areal unit problem for analysis of English census data, Popul. Trends, 145 Gehlke, 1934, Certain effects on grouping upon the size of the correlation coefficient in census tract material, J. Amer. Statist. Assoc., 29, 169, 10.2307/2277827 Hart, 1971, Entropy and other measures of concentration, J. R. Stat. Soc. Ser. A, 73, 10.2307/2343975 Holt, 1996, Area homogeneity and the modifiable areal unit problem, Geogr. Syst., 3, 181 Kopczewska, 2017, Cluster-based measurement of agglomeration, concentration and specialisation Kopczewska, 2017, Distance-based measurement of agglomeration, concentration and specialisation Krzanowski, 2000 Kwoka, 1981, Does the choice on concentration measure really matter?, J. Ind. Econ., 445 Latreille, 2011, Using excel to illustrate Hannah and Kay’s concentration axioms, Int. Rev. Econ. Educ., 10, 117, 10.1016/S1477-3880(15)30036-0 López, 2012, Capturing spatial clusters of activity in the Spanish Mediterranean axis, 255 Manley, 2014, Scale, aggregation, and the modifiable areal unit problem, 1157 Menon, 2012, The bright side of MAUP: Defining new measures of industrial agglomeration, Papers Reg. Sci., 91, 3, 10.1111/j.1435-5957.2011.00350.x Oksanen, 2017 Openshaw, 1978, An optimal zoning approach to the study of spatially aggregated data, 93 Openshaw, 1984 Openshaw, 1977, Algorithm 3: a procedure to generate pseudo-random aggregations of N zones into M zones, where M is less than N, Environ. Plann. A, 9, 1423, 10.1068/a091423 Palan, N., 2010. Measurement of Specialization –The Choice of Indices, FIW Working Paper No. 62, December 2010. Reynolds, 1998 Robinson, 1950, Ecological correlations and the behavior of individuals, Amer. Sociol. Rev., 15, 351, 10.2307/2087176 Rosenbluth, 1955, Measures of concentration Santi, 2017, A frequency domain test for isotropy in spatial data models, Spat. Stat., 21, 262, 10.1016/j.spasta.2017.05.002 Scherer, F.M., 1970. Industrial Market Structure and Economic Performance, Chicago. Schmalensee, 1977, Using the H-index of concentration with published data, Rev. Econ. Stat., 186, 10.2307/1928815 Sleuwaegen, 1986, The critical choice between the concentration ratio and the H-index in assessing industry performance, J. Ind. Econ., 193, 10.2307/2098358 Stillwell, J., Daras, K., Bell, M., 2017. Spatial Aggregation Methods for Investigating the MAUP Effects in Migration Analysis, Working Paper. Wei, 2016 Wong, 2009, The modifiable areal unit problem (MAUP), 105 Yitzhaki, 2012 Alonso-Villar, 2004, Agglomeration economies in manufacturing industries: the case of Spain, Appl. Econ., 36, 2103, 10.1080/0003684042000264029 Bergstrand, 1985, The gravity equation in international trade: Some microeconomic foundations and empirical evidence, Rev. Econ. Stat., 67, 474, 10.2307/1925976 Bruelhart, 2005, An account of geographic concentration patterns in Europe, Reg. Sci. Urban Econ., 35, 597, 10.1016/j.regsciurbeco.2004.09.002 Duranton, 2000, Diversity and specialisation in cities: Why, where and when does it matter?, Urban Stud., 37, 533, 10.1080/0042098002104 Franceschi, 2009 Gini, 1909, Concentration and dependency ratios, Riv. Polit. Econ., 87, 769 Gini, 1936, vol. 208, 73 Guillain, 2010, Agglomeration and dispersion of economic activities in and around Paris: an exploratory spatial data analysis, Environ. Plann. B, 37, 961, 10.1068/b35038 Hallet, 2000, Regional specialisation and concentration in the EU Hoover, 1936, The measurement of industrial localization, Rev. Econ. Stat., 162, 10.2307/1927875 Horowitz, 1968, Entropy, Markov processes and competition in the brewing industry, J. Ind. Econ., 196, 10.2307/2097560 Isard, 1960 Kim, 2000, Industry characteristics linked to establishment concentrations in nonmetropolitan areas, J. Reg. Sci., 40, 231, 10.1111/0022-4146.00173 Krugman, 1991 Kullback, 1951, On information and sufficiency, Ann. Math. Stat., 22, 79, 10.1214/aoms/1177729694 Lilien, 1982, Sectoral shifts and cyclical unemployment, J. Polit. Econ., 777, 10.1086/261088 Maurel, 1999, A measure for geographical concentration of French manufacturing industries, Reg. Sci. Urban Econ., 29, 575, 10.1016/S0166-0462(99)00020-4 Mori, 2005, A divergence statistic for industrial localization, Rev. Econ. Stat., 87, 635, 10.1162/003465305775098170 OECD Regions at a Glance, 2009. http://www.oecd-ilibrary.org/urban-rural-and-regional-development/oecd-regions-at-a-glance-2013_reg_glance-2013-en. Shannon, 1948, A mathematical theory of communication, Bell Syst. Tech. J., 27, 379, 10.1002/j.1538-7305.1948.tb01338.x Tress, 1938, 140 Wundt, 1992, Reevaluating alternative measures of industrial diversity as indicators of regional cyclical variations, Rev. Reg. Stud., 22, 59