The network structure of cultural distances

This paper proposes a novel measure of cultural distances between countries. Making use of the information coming from the World Value Survey (Wave 6), and considering the interdependence among cultural traits, the paper proposes a methodology to define the cultural distance between countries, that takes into account the network structure of national cultural traits. Exploiting the possibilities offered by Copula graphical models for ordinal and categorical data, the paper infers the network structure of 54 countries and proposes a new summary measure of national cultural distances. The DBRV Cultural Distance index shows that, as for 2010-2014, compared to Inglehart and Welzel (2005) the world appears to be more culturally heterogeneous than what it was previously thought.

[1]  G. Jahoda Critical reflections on some recent definitions of “culture” , 2012 .

[2]  David K. Hammond,et al.  Graph diffusion distance: A difference measure for weighted graphs based on the graph Laplacian exponential kernel , 2013, 2013 IEEE Global Conference on Signal and Information Processing.

[3]  H. Tohidi,et al.  Organizational culture and leadership , 2012 .

[4]  R. Inglehart,et al.  Modernization, Cultural Change, and the Persistence of Traditional Values , 2000, American Sociological Review.

[5]  Robert J. Barro,et al.  Religion and Economy , 2006 .

[6]  Raquel Fernández Does Culture Matter? , 2010, SSRN Electronic Journal.

[7]  James D. Wright,et al.  The Political Consciousness of Post-Industrialism@@@The Silent Revolution: Changing Values and Political Styles among Western Publics. , 1978 .

[8]  S. Voigt How (Not) to measure institutions , 2009, Journal of Institutional Economics.

[9]  Kannan Ramaswamy,et al.  An Empirical Examination of the Form of the Relationship Between Multinationality and Performance , 1999 .

[10]  J. Gower Some distance properties of latent root and vector methods used in multivariate analysis , 1966 .

[11]  R. Inglehart Modernization and Postmodernization: Cultural, Economic, and Political Change in 43 Societies , 1997 .

[12]  A. Alesina,et al.  Preferences for Redistribution , 2009, SSRN Electronic Journal.

[13]  K. Sivakumar,et al.  The Stampede Toward Hofstede's Framework: Avoiding the Sample Design Pit in Cross-Cultural Research , 2001 .

[14]  C. Welzel,et al.  Modernization, Cultural Change, and Democracy: The Human Development Sequence , 2005 .

[15]  Manabu Ichino,et al.  Generalized Minkowski metrics for mixed feature-type data analysis , 1994, IEEE Trans. Syst. Man Cybern..

[16]  George A. Akerlof,et al.  Economics and Identity , 2000 .

[17]  Danko Tarabar Does national culture change as countries develop? Evidence from generational cleavages , 2018, Journal of Institutional Economics.

[18]  P. Dasgupta Social Capital and Economic Performance: Analytics* , 2002 .

[19]  Peter D. Hoff,et al.  Multiplicative latent factor models for description and prediction of social networks , 2009, Comput. Math. Organ. Theory.

[20]  D. Woods,et al.  Value Orientations From the World Values Survey , 2016 .

[21]  P. J. Green,et al.  Density Estimation for Statistics and Data Analysis , 1987 .

[22]  E. Durkheim,et al.  Les Formes Elementaires de la Vie Religieuse; (Le Systeme Totemique en Australie). , 1913 .

[23]  W. Galston Trust: The Social Virtues and the Creation of Prosperity , 1996 .

[24]  Richard D. Lewis When cultures collide : managing successfully across cultures : a major new edition of the global guide , 2000 .

[25]  G. Duranton,et al.  Family Types and the Persistence of Regional Disparities in Europe , 2007 .

[26]  K. Marx A Contribution to the Critique of Political Economy , 1859 .

[27]  S. Zamir,et al.  Bargaining and Market Behavior in Jerusalem, Ljubljana, Pittsburgh, and Tokyo: An Experimental Study , 1991 .

[28]  G. Tabellini Culture and Institutions: Economic Development in the Regions of Europe , 2005, SSRN Electronic Journal.

[29]  Banfield,et al.  MORAL BASIS OF A BACKWARD SOCIETY , 1958 .

[30]  A. Hirschman,et al.  Exit, Voice, and Loyalty: Responses to Decline in Firms, Organizations, and States , 1971 .

[31]  G. Roland,et al.  Culture, Institutions, and the Wealth of Nations , 2010, Review of Economics and Statistics.

[32]  B. McSweeney Hofstede’s Model of National Cultural Differences and their Consequences: A Triumph of Faith - a Failure of Analysis , 2002 .

[33]  E. B. Tylor,et al.  Primitive culture : researches into the development of mythology, philosophy, religion, language, art and custom. [Volume 1] / by Edward B. Tylor,... , 1873 .

[34]  H. Oosterbeek,et al.  Cultural Differences in Ultimatum Game Experiments: Evidence from a Meta-Analysis , 2001 .

[35]  Abdolreza Mohammadi,et al.  BDgraph: An R Package for Bayesian Structure Learning in Graphical Models , 2015, Journal of Statistical Software.

[36]  R. Inglehart Culture Shift in Advanced Industrial Society , 1991 .

[37]  Peter D. Hoff Extending the rank likelihood for semiparametric copula estimation , 2006, math/0610413.

[38]  A. Kroeber,et al.  Culture, a critical review of concepts and definitions , 1953 .

[39]  A. Dobra,et al.  Copula Gaussian graphical models and their application to modeling functional disability data , 2011, 1108.1680.

[40]  A. Greif Cultural Beliefs and the Organization of Society: A Historical and Theoretical Reflection on Collectivist and Individualist Societies , 1994, Journal of Political Economy.

[41]  R. Putnam,et al.  Making Democracy Work: Civic Traditions in Modern Italy. , 1994 .

[42]  R. Inglehart Cultural Evolution: People’s Motivations are Changing, and Reshaping the World , 2018, Social Forces.

[43]  A. Alesina,et al.  Culture and Institutions , 2013 .

[44]  D. A. Kenny,et al.  A New Round Robin Analysis of Variance for Social Interaction Data , 1979 .

[45]  Edwin R. van den Heuvel,et al.  Bayesian modelling of Dupuytren disease by using Gaussian copula graphical models , 2015 .

[46]  A. Alesina,et al.  Participation in Heterogeneous Communities , 1999 .

[47]  Pierre Bourdieu,et al.  Outline of a Theory of Practice , 2020, On Violence.

[48]  M. Marini Cultural evolution and economic growth: a theoretical hypothesis with some empirical evidence , 2004 .

[49]  Dong-Jin Lee,et al.  The Effect of Cultural Distance on the Relational Exchange Between Exporters and Importers: The Case of Australian Exporters , 1998 .

[50]  Paola Giuliano,et al.  Growing up in a Recession , 2014 .

[51]  A. Mohammadi,et al.  Bayesian Structure Learning in Sparse Gaussian Graphical Models , 2012, 1210.5371.

[52]  D. Throsby Economics and Culture , 2000 .

[53]  E. Jong Culture, institutions and economic growth , 2011, Journal of Institutional Economics.