Is social capital associated with synchronization in human communication? An analysis of Italian call records and measures of civic engagement

Social capital has been studied in economics, sociology and political science as one of the key elements that promote the development of modern societies. It can be defined as the source of capital that facilitates cooperation through shared social norms. In this work, we investigate whether and to what extent synchronization aspects of mobile communication patterns are associated with social capital metrics. Interestingly, our results show that our synchronization-based approach well correlates with existing social capital metrics (i.e., Referendum turnout, Blood donations, and Association density), being also able to characterize the different role played by high synchronization within a close proximity-based community and high synchronization among different communities. Hence, the proposed approach can provide timely, effective analysis at a limited cost over a large territory.

[1]  Brian Uzzi,et al.  Synchronicity, instant messaging, and performance among financial traders , 2011, Proceedings of the National Academy of Sciences.

[2]  Mary Kay Gugerty,et al.  Ethnic diversity, social sanctions, and public goods in Kenya , 2005 .

[3]  D. Sumpter The principles of collective animal behaviour , 2006, Philosophical Transactions of the Royal Society B: Biological Sciences.

[4]  Yukihiko Kiyokawa,et al.  Economic Growth and Social Capital , 1971 .

[5]  Michael J. Berry,et al.  Weak pairwise correlations imply strongly correlated network states in a neural population , 2005, Nature.

[6]  Thierry van Bastelaer,et al.  The Role of Social Capital in Development , 2002 .

[7]  J. Hanna,et al.  African Dance and the Warrior Tradition , 1977 .

[8]  J. Helliwell,et al.  Economic Growth and Social Capital in Italy , 1995 .

[9]  E. Pedhazur Multiple Regression in Behavioral Research: Explanation and Prediction , 1982 .

[10]  Stephen F. Knack,et al.  Does Social Capital Have an Economic Payoff? A Cross-Country Investigation , 1997 .

[11]  Fabio Pianesi,et al.  Moves on the Street: Classifying Crime Hotspots Using Aggregated Anonymized Data on People Dynamics , 2015, Big Data.

[12]  P. Sen,et al.  Introduction to bivariate and multivariate analysis , 1981 .

[13]  Chris Arney Sync: The Emerging Science of Spontaneous Order , 2007 .

[14]  Matthew E. Kahn,et al.  Civic Engagement and Community Heterogeneity: An Economist's Perspective , 2002, Perspectives on Politics.

[15]  D. Budescu,et al.  The dominance analysis approach for comparing predictors in multiple regression. , 2003, Psychological methods.

[16]  Robert D. Putnam,et al.  Bowling alone: the collapse and revival of American community , 2000, CSCW '00.

[17]  Roberto Cartocci,et al.  Mappe del tesoro. Atlante del capitale sociale in Italia , 2007 .

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

[19]  M. Nowak Five Rules for the Evolution of Cooperation , 2006, Science.

[20]  M. Woolcock,et al.  Social capital: implications for development theory, research, and policy , 2000 .

[21]  F. Fukuyama Social capital, civil society and development , 2001 .

[22]  J. Elashoff,et al.  Multiple Regression in Behavioral Research. , 1975 .

[23]  M. M. Capraro,et al.  Commonality Analysis: Understanding Variance Contributions to Overall Canonical Correlation Effects of Attitude Toward Mathematics on Geometry Achievement , 2001 .

[24]  N. Eagle,et al.  Network Diversity and Economic Development , 2010, Science.

[25]  Paola Sapienza,et al.  Civic Capital as the Missing Link , 2010 .

[26]  Steven H. Strogatz,et al.  Sync: The Emerging Science of Spontaneous Order , 2003 .

[27]  井本 恭子 「南イタリア」とamoral familism , 2017 .

[28]  Daniel Montolio,et al.  Does Social Capital Reduce Crime? , 2009, The Journal of Law and Economics.

[29]  Scott S. Wiltermuth,et al.  Synchrony and Cooperation , 2009, Psychological science.

[30]  Pamela Paxton Is Social Capital Declining in the United States? A Multiple Indicator Assessment1 , 1999, American Journal of Sociology.

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

[32]  Nicu Sebe,et al.  The Death and Life of Great Italian Cities: A Mobile Phone Data Perspective , 2016, WWW.

[33]  B. Thompson,et al.  Use of Structure Coefficients in Published Multiple Regression Articles: β is not Enough , 2001 .

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

[35]  T. Vicsek,et al.  Self-organizing processes: The sound of many hands clapping , 2000, Nature.

[36]  Edward,et al.  Measuring Trust , 2000 .

[37]  Steven Durlauf,et al.  Social Capital , 2004 .

[38]  Joeri Bruyninckx Synchronicity , 2017 .

[39]  A. Alesina,et al.  Who Trusts Others? , 2000 .

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

[41]  David L. Smith,et al.  Quantifying the Impact of Human Mobility on Malaria , 2012, Science.

[42]  Gabriel Cadamuro,et al.  Predicting poverty and wealth from mobile phone metadata , 2015, Science.

[43]  Lu Hong,et al.  Groups of diverse problem solvers can outperform groups of high-ability problem solvers. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[44]  R. Kevin Rowell Partitioning Predicted Variance into Constituent Parts: How To Conduct Commonality Analysis. , 1991 .

[45]  Kim F. Nimon,et al.  Interpreting Multiple Linear Regression: A Guidebook of Variable Importance , 2012 .

[46]  A. W. F. EDWARDS,et al.  Ethnic Diversity , 1971, Nature.

[47]  M. Harris Dancing in the Streets: A History of Collective Joy , 2008 .

[48]  G. Tabellini,et al.  Social Capital and Political Accountability , 2010 .

[49]  W. Galston Bowling Alone: The Collapse and Revival of American Community , 2001 .

[50]  Diego Gambetta,et al.  Amoral Familism, Social Capital, or Trust? The Behavioural Foundations of the Italian North–South Divide , 2016 .

[51]  Zbigniew Smoreda,et al.  The scaling of human interactions with city size , 2012, Journal of The Royal Society Interface.

[52]  Paola Sapienza,et al.  Long Term Persistence , 2008 .

[53]  Rense Corten,et al.  Network structure and economic prosperity in municipalities: A large-scale test of social capital theory using social media data , 2018, Soc. Networks.

[54]  Fabio Sabatini,et al.  Social Capital and the Quality of Economic Development , 2008 .