Dissemination of Health Information within Social Networks

In this paper, we investigate, how information about a common food born health hazard, known as Campylobacter, spreads once it was delivered to a random sample of individuals in France. The central question addressed here is how individual characteristics and the various aspects of social network influence the spread of information. A key claim of our paper is that information diffusion processes occur in a patterned network of social ties of heterogeneous actors. Our percolation models show that the characteristics of the recipients of the information matter as much if not more than the characteristics of the sender of the information in deciding whether the information will be transmitted through a particular tie. We also found that at least for this particular advisory, it is not the perceived need of the recipients for the information that matters but their general interest in the topic.

[1]  Herbert W. Hethcote,et al.  The Mathematics of Infectious Diseases , 2000, SIAM Rev..

[2]  B. Metcalfe,et al.  Gendering teamwork: Re-writing the feminine , 2003 .

[3]  S. Lindquist,et al.  Hsp90 as a capacitor for morphological evolution , 1998, Nature.

[4]  Peter R. Monge,et al.  Theories of Communication Networks , 2003 .

[5]  F. Keefe,et al.  Sampling of empirically supported psychological treatments from health psychology: smoking, chronic pain, cancer, and bulimia nervosa. , 1998, Journal of consulting and clinical psychology.

[6]  J. Yinger,et al.  CONTRACULTURE AND SUBCULTURE , 1960 .

[7]  Gavin J. Wright An evolutionary theory of economic change , 1982 .

[8]  M. Hannan,et al.  The Population Ecology of Organizations , 1977, American Journal of Sociology.

[9]  Jeffrey Q. Barden,et al.  Cognitive Underpinnings of Institutional Persistence and Change: A Framing Perspective , 2006 .

[10]  J. Glenn,et al.  Competing Challengers and Contested Outcomes to State Breakdown: The Velvet Revolution in Czechoslovakia , 1999 .

[11]  David Lazer,et al.  Political Networks , 2011, PS: Political Science & Politics.

[12]  Neo D. Martinez,et al.  Network structure and biodiversity loss in food webs: robustness increases with connectance , 2002, Ecology Letters.

[13]  Susan Rose-Ackerman,et al.  International Handbook on the Economics of Corruption , 2007 .

[14]  R. Collins,et al.  The Sociology of Philosophies: A Global Theory of Intellectual Change , 1998 .

[15]  Antonio Bodini,et al.  Reconstructing trophic interactions as a tool for understanding and managing ecosystems: application to a shallow eutrophic lake , 2000 .

[16]  A. Pentland,et al.  Computational Social Science , 2009, Science.

[17]  Duncan J. Watts,et al.  Collective dynamics of ‘small-world’ networks , 1998, Nature.

[18]  R Core Team,et al.  R: A language and environment for statistical computing. , 2014 .

[19]  Ann Munster,et al.  Sitting in judgment : the sentencing of white-collar criminals , 1992 .

[20]  Albert,et al.  Emergence of scaling in random networks , 1999, Science.

[21]  Kara L. Hall,et al.  The science of team science: overview of the field and introduction to the supplement. , 2008, American journal of preventive medicine.

[22]  P. Lazarsfeld,et al.  6. Katz, E. Personal Influence: The Part Played by People in the Flow of Mass Communications , 1956 .

[23]  Ivan Herman,et al.  Graph Visualization and Navigation in Information Visualization: A Survey , 2000, IEEE Trans. Vis. Comput. Graph..

[24]  D. Seibold,et al.  Group Argument , 2007 .

[25]  Douglas R. White,et al.  Exploratory Causal Analysis for Networks of Ethnographically Well-studied Populations Sociological Methodology and Research , 2010 .

[26]  Wolf Heydebrand,et al.  Rationalizing Justice: The Political Economy of Federal District Courts. , 1993 .

[27]  A. Rapoport,et al.  Connectivity of random nets , 1951 .

[28]  M. Pascual,et al.  Ecological networks : Linking structure to dynamics in food webs , 2006 .

[29]  R. Burt Social Contagion and Innovation: Cohesion versus Structural Equivalence , 1987, American Journal of Sociology.

[30]  Jacob L. Moreno,et al.  Statistics of Social Configurations , 1938 .

[31]  Peter Raven,et al.  Human impacts on the rates of recent, present, and future bird extinctions. , 2006, Proceedings of the National Academy of Sciences of the United States of America.

[32]  Jackie Smith Globalization and Transnational Social Movement Organizations , 2005 .

[33]  Marshall Scott Poole,et al.  The structuration of group decisions. , 1996 .

[34]  M. Newman Coauthorship networks and patterns of scientific collaboration , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[35]  R. Shone,et al.  THE THEORY OF CHOICE , 1975 .

[36]  Lynn Smith-Lovin,et al.  Cohesion and membership duration: Linking groups, relations and individuals in an ecology of affiliation , 2002 .

[37]  Bradford A. Hawkins,et al.  EFFECTS OF SAMPLING EFFORT ON CHARACTERIZATION OF FOOD-WEB STRUCTURE , 1999 .

[38]  Edwin Amenta,et al.  A Hero for the Aged? The Townsend Movement, the Political Mediation Model, and U.S. Old-Age Policy, 1934-1950 , 1992, American Journal of Sociology.

[39]  Tamer Çetin,et al.  The reform in the Turkish natural gas market : A critical evaluation , 2007 .

[40]  M. Castells The rise of the network society , 1996 .

[41]  Daniel Hlubinka,et al.  Kermack-McKendrick epidemic model revisited , 2007, Kybernetika.

[42]  Debora Shaw,et al.  A cast of thousands: Coauthorship and subauthorship collaboration in the 20th century as manifested in the scholarly journal literature of psychology and philosophy , 2003, J. Assoc. Inf. Sci. Technol..

[43]  Robert L. Goldstone,et al.  The simultaneous evolution of author and paper networks , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[44]  H E Stanley,et al.  Classes of small-world networks. , 2000, Proceedings of the National Academy of Sciences of the United States of America.

[45]  Claire Lemercier,et al.  Le contrôle social du monde des affaires : une étude institutionnelle , 2005 .

[46]  Organizations , 1992, Restoration & Management Notes.

[47]  S. Sassen The Global City , 1992 .

[48]  A. Pizzorno,et al.  Political Exchange and Collective Identity in Industrial Conflict , 1978 .

[49]  M. Newman,et al.  The structure of scientific collaboration networks. , 2000, Proceedings of the National Academy of Sciences of the United States of America.

[50]  T. Kuhn,et al.  The Structure of Scientific Revolutions. , 1964 .

[51]  D. Snow,et al.  Subcultures and the Emergence of the Estonian Nationalist Opposition 1945–1990 , 1998 .

[52]  Stefano Allesina,et al.  Who dominates whom in the ecosystem? Energy flow bottlenecks and cascading extinctions. , 2004, Journal of theoretical biology.

[53]  D. Wegner Transactive Memory: A Contemporary Analysis of the Group Mind , 1987 .

[54]  E. Lazega Micropolitics of Knowledge: Communication and Indirect Control in Workgroups , 1992 .

[55]  Alain Degenne,et al.  Introducing Social Networks , 1999 .

[56]  Elizabeth A. Armstrong From Struggle to Settlement: The Crystallization of a Field of Lesbian/Gay Organizations in San Francisco, 1969-1973 , 2005 .

[57]  D S Callaway,et al.  Network robustness and fragility: percolation on random graphs. , 2000, Physical review letters.

[58]  Halbert White New perspectives in econometric theory , 2004 .

[59]  Duncan J. Watts,et al.  Six Degrees: The Science of a Connected Age , 2003 .

[60]  William R. Thompson,et al.  Leading Sectors and World Powers: The Coevolution of Global Economics and Politics , 1996 .

[61]  Aart Kraay,et al.  Governance Matters VIII: Aggregate and Individual Governance Indicators, 1996-2008 , 2006 .

[62]  S. Sassen Cities in a World Economy , 1994 .

[63]  Patrick C Phillips,et al.  Network thinking in ecology and evolution. , 2005, Trends in ecology & evolution.

[64]  Edgar C. McVoy Patterns of Diffusion in the United States , 1940 .

[65]  S H Strogatz,et al.  Random graph models of social networks , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[66]  D. Helbing,et al.  Growth, innovation, scaling, and the pace of life in cities , 2007, Proceedings of the National Academy of Sciences.

[67]  Peter R. Monge,et al.  Connective and Communal Public Goods in Interactive Communication Systems , 1996 .

[68]  S. Ali,et al.  Determining the quality of publications and research for tenure or promotion decisions , 1996 .

[69]  Jean-Claude Martinou,et al.  SLP‐2 is required for stress‐induced mitochondrial hyperfusion , 2009, The EMBO journal.

[70]  Michael R. Green,et al.  Dissecting the Regulatory Circuitry of a Eukaryotic Genome , 1998, Cell.

[71]  T. Kuran,et al.  PREFERENCE FALSIFICATION, POLICY CONTINUITY AND COLLECTIVE CONSERVATISM* , 1987 .

[72]  Neo D. Martinez,et al.  Food-web structure and network theory: The role of connectance and size , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[73]  W. Powell,et al.  The iron cage revisited institutional isomorphism and collective rationality in organizational fields , 1983 .

[74]  Wolfgang Streeck,et al.  Community, market, state and associations? : the prospective contribution of interest governance to social order , 1985 .

[75]  C E Basch,et al.  A Review of Five Major Community-Based Cardiovascular Disease Prevention Programs. Part I: Rationale, Design, and Theoretical Framework , 1990, American journal of health promotion : AJHP.

[76]  B. Uzzi,et al.  The paradox of critical mass for women in science. , 1994, Science.

[77]  John D. McCarthy,et al.  Social Movement Industries: Competition and Cooperation Among Movement Organizations , 1979 .

[78]  Raimar Richers The theory of economic development , 1961 .

[79]  Csaba Böde,et al.  Stress‐induced rearrangements of cellular networks: Consequences for protection and drug design , 2007, FEBS letters.

[80]  B. Wellman The Community Question: The Intimate Networks of East Yorkers , 1979, American Journal of Sociology.

[81]  T. Vicsek,et al.  Topological phase transitions of random networks , 2003, cond-mat/0306170.

[82]  M. Gladwell The Tipping Point , 2000 .

[83]  Thomas Plümper,et al.  Exploring the Dynamics of International Trade by Combining the Comparative Advantages of Multivariate Statistics and Network Visualization , 2003, J. Soc. Struct..

[84]  Mark S. Granovetter The Strength of Weak Ties , 1973, American Journal of Sociology.

[85]  Joel E. Cohen,et al.  LORENZO CAMERANO'S CONTRIBUTION TO EARLY FOOD WEB THEORY , 1994 .

[86]  Peter Spufford,et al.  Power and Profit: The Merchant in Medieval Europe , 2003 .

[87]  Stefano Allesina,et al.  Using food web dominator trees to catch secondary extinctions in action , 2009, Philosophical Transactions of the Royal Society B: Biological Sciences.

[88]  David Stark,et al.  The Sense of Dissonance: Accounts of Worth in Economic Life , 2009 .

[89]  T. Schelling Micromotives and Macrobehavior , 1978 .

[90]  P. Lazarsfeld,et al.  Personal Influence: The Part Played by People in the Flow of Mass Communications , 1956 .

[91]  J. Galaskiewicz,et al.  Networks of Interorganizational Relations , 1993 .

[92]  Stefano Allesina,et al.  Functional links and robustness in food webs , 2009, Philosophical Transactions of the Royal Society B: Biological Sciences.

[93]  Susan Rose-Ackerman,et al.  Corruption and Government: Causes, Consequences, and Reform , 1999 .

[94]  J. Montoya,et al.  Small world patterns in food webs. , 2002, Journal of theoretical biology.

[95]  Garry Robins,et al.  An introduction to exponential random graph (p*) models for social networks , 2007, Soc. Networks.

[96]  Ramanathan V. Guha,et al.  Information diffusion through blogspace , 2004, WWW '04.

[97]  A. Barabasi,et al.  Hierarchical Organization of Modularity in Metabolic Networks , 2002, Science.

[98]  Ayzerman,et al.  Theory of choice , 1995 .

[99]  G. Simmel,et al.  Conflict and the Web of Group Affiliations , 1955 .

[100]  Stefano Allesina,et al.  Detecting Stress at the Whole-Ecosystem Level: The Case of a Mountain Lake (Lake Santo, Italy) , 2006, Ecosystems.

[101]  Raymond V. Bowers The Direction of Intra-Societal Diffusion , 1937 .

[102]  Sanjeev Goyal,et al.  Matching and Network Effects , 2006 .

[103]  YOAV GORTZAK,et al.  Prometheus Bound , 1940, Classical Philology.

[104]  Charu C. Aggarwal,et al.  Graph Clustering , 2010, Encyclopedia of Machine Learning and Data Mining.

[105]  Christopher Ansell,et al.  COMMUNITY EMBEDDEDNESS AND COLLABORATIVE GOVERNANCE IN THE SAN FRANCISCO BAY AREA ENVIRONMENTAL MOVEMENT , 2003 .

[106]  Andreas Noack,et al.  Multi-level Algorithms for Modularity Clustering , 2008, SEA.

[107]  S. Borgatti,et al.  A General Theory of Network Governance: Exchange Conditions and Social Mechanisms , 1997 .

[108]  Benjamin F. Jones The Burden of Knowledge and the 'Death of the Renaissance Man': Is Innovation Getting Harder? , 2004 .

[109]  M. McPherson,et al.  Birds of a Feather: Homophily in Social Networks , 2001 .

[110]  Robert M May,et al.  Network structure and the biology of populations. , 2006, Trends in ecology & evolution.

[111]  Steven B. Andrews,et al.  Structural Holes: The Social Structure of Competition , 1995, The SAGE Encyclopedia of Research Design.

[112]  J. Jacobs Systems of Survival: A Dialogue on the Moral Foundations of Commerce and Politics , 1992 .

[113]  Stefan Lochner,et al.  The development of natural gas supply costs to Europe, the United States and Japan in a globalizing gas market-Model-based analysis until 2030 , 2009 .

[114]  W. Sewell A Theory of Structure: Duality, Agency, and Transformation , 1989, American Journal of Sociology.

[115]  Andreas Schwab,et al.  Learning in Hybrid-Project Systems: The Effects of Project Performance on Repeated Collaboration , 2008 .

[116]  R Levins,et al.  DISCUSSION PAPER: THE QUALITATIVE ANALYSIS OF PARTIALLY SPECIFIED SYSTEMS , 1974, Annals of the New York Academy of Sciences.

[117]  Michael Useem,et al.  Corporations and the Corporate Elite , 1980 .

[118]  Kyriakos M. Kontopoulos The logics of social structure: Bibliography , 1993 .

[119]  L. Amaral,et al.  The web of human sexual contacts , 2001, Nature.

[120]  Jacob Goldenberg,et al.  Talk of the Network: A Complex Systems Look at the Underlying Process of Word-of-Mouth , 2001 .

[121]  L. Sander,et al.  Percolation on heterogeneous networks as a model for epidemics. , 2002, Mathematical biosciences.

[122]  John A. Fairlie Encyclopedia of the Social Sciences , .

[123]  D. Watts Networks, Dynamics, and the Small‐World Phenomenon1 , 1999, American Journal of Sociology.

[124]  Brian Uzzi,et al.  Asymmetric disassembly and robustness in declining networks , 2008, Proceedings of the National Academy of Sciences.

[125]  Tessaleno C. Devezas,et al.  The biological determinants of long-wave behavior in socioeconomic growth and development , 2001 .

[126]  Renate Mayntz,et al.  New challenges to governance theory , 1998 .

[127]  P. Lazarsfeld,et al.  Personal Influence: The Part Played by People in the Flow of Mass Communications , 1956 .

[128]  D. Krackhardt Assessing the political landscape: Structure, cognition, and power in organizations. , 1990 .

[129]  Antoine Allard,et al.  Heterogeneous bond percolation on multitype networks with an application to epidemic dynamics. , 2008, Physical review. E, Statistical, nonlinear, and soft matter physics.

[130]  Georg Simmel,et al.  The Persistence of Social Groups. II , 1898, American Journal of Sociology.

[131]  J. Jacobs,et al.  The Economy of Cities , 1969 .

[132]  Shunfeng Song,et al.  Explaining the Level of Bridewealth , 1994, Current Anthropology.

[133]  M. V. Valkenburg Network Analysis , 1964 .

[134]  Ezra W. Zuckerman,et al.  Networks, Diversity, and Productivity: The Social Capital of Corporate R&D Teams , 2001 .

[135]  Pradip Thomas,et al.  The Communication Rights in the Information Society (CRIS) Campaign , 2006 .

[136]  Peter R. Monge,et al.  A Test of the Individual Action Model for Organizational Information Commons , 2004, Organ. Sci..

[137]  Tertius Chandler,et al.  Four thousand years of urban growth , 1987 .

[138]  Isabel Fernandez-Mateo,et al.  Who Pays the Price of Brokerage? Transferring Constraint through Price Setting in the Staffing Sector , 2007 .

[139]  Dimitrios Mavrakis,et al.  An assessment of the natural gas supply potential of the south energy corridor from the Caspian Region to the EU , 2006 .

[140]  Naim Afgan,et al.  Evaluation of natural gas supply options for south east and central Europe. Part 1: Indicator definitions and single indicator analysis , 2007 .

[141]  B. Bollobás The evolution of random graphs , 1984 .

[142]  Frank Schweitzer,et al.  Economic Networks: What Do We Know and What Do We Need to Know? , 2009, Adv. Complex Syst..

[143]  Bernard C. Patten,et al.  Food network unfolding: An extension of trophic dynamics for application to natural ecosystems , 1989 .

[144]  W. Max Corden,et al.  Booming Sector and De-Industrialisation in a Small Open Economy , 1982 .

[145]  F. Scott Fitzgerald,et al.  Crack-Up , 2019, Dark Star.

[146]  G. Luciani,et al.  Security of Supply for Natural Gas Markets. What is it and What is it Not? , 2004 .

[147]  David Krackhardt,et al.  Cognitive social structures , 1987 .

[148]  Mario Diani,et al.  Green Networks: A Structural Analysis of the Italian Environmental Movement , 1995 .

[149]  Ellen Wartella,et al.  American communication research : the remembered history , 1996 .

[150]  J. P. Grime,et al.  Biodiversity and Ecosystem Functioning: Current Knowledge and Future Challenges , 2001, Science.

[151]  Kathleen M. Carley,et al.  Workgroup Members , 2022 .

[152]  R. Burt Brokerage and Closure: An Introduction to Social Capital , 2005 .

[153]  I. Wallerstein,et al.  The Modern World-System: Capitalist Agriculture and the Origins of the European World-Economy in the Sixteenth Century. , 1975 .

[154]  David A. Huffaker,et al.  Dimensions of leadership and social influence in online communities , 2010 .

[155]  Christie S. Chang,et al.  The BioGRID interaction database: 2013 update , 2012, Nucleic Acids Res..

[156]  J. H. Ward Hierarchical Grouping to Optimize an Objective Function , 1963 .

[157]  J. Bascompte Networks in ecology , 2007 .

[158]  D. R. White,et al.  Structural cohesion and embeddedness: A hierarchical concept of social groups , 2003 .

[159]  E. Rogers,et al.  Diffusion of innovations , 1964, Encyclopedia of Sport Management.

[160]  S. Pincus,et al.  England's Glorious Revolution 1688-1689: A Brief History with Documents , 2005 .

[161]  Bruce Kogut,et al.  Entrepreneurship and Privatization in Central Europe: The Tenuous Balance Between Destruction and Creation , 2000 .

[162]  Georg Simmel,et al.  The Persistence of Social Groups , 1898, American Journal of Sociology.

[163]  Mark Granovetter,et al.  Social construction of corruption , 2020, Investigating Corruption in the Afghan Police Force.

[164]  Carlos J. Melián,et al.  Complex networks: two ways to be robust? , 2002 .

[165]  Stanley Aronowitz,et al.  Paradigm Lost: State Theory Reconsidered , 2002 .

[166]  S. Allesina,et al.  Secondary extinctions in ecological networks: Bottlenecks unveiled , 2006 .

[167]  S. Thompson Social Learning Theory , 2008 .

[168]  D. Stark,et al.  Social Times of Network Spaces: Network Sequences and Foreign Investment in Hungary1 , 2006, American Journal of Sociology.

[169]  S. Winter,et al.  An evolutionary theory of economic change , 1983 .

[170]  M. Gittelman,et al.  Patent Citations as a Measure of Knowledge Flows: The Influence of Examiner Citations , 2006, The Review of Economics and Statistics.

[171]  C. S. Holling Resilience of ecosystems: local surprise and global change. , 1985 .

[172]  Bronwyn H Hall,et al.  Market value and patent citations , 2005 .

[173]  James F. English The Economy of Prestige: Prizes, Awards, and the Circulation of Cultural Value , 2005 .

[174]  Roger V. Gould MULTIPLE NETWORKS AND MOBILIZATION IN THE PARIS COMMUNE, 1871* , 1991 .

[175]  R. Paine A Note on Trophic Complexity and Community Stability , 1969, The American Naturalist.

[176]  G. Modelski,et al.  What causes K-waves? , 2001 .

[177]  David A. Smith,et al.  Structure and Dynamics of the Global Economy: Network Analysis of International Trade 1965–1980 , 1992 .

[178]  Melissa A. Schilling,et al.  The Use of Modular Organizational Forms: An Industry-Level Analysis , 2001 .

[179]  S. Fiore Interdisciplinarity as Teamwork , 2008 .

[180]  Jackie Smith,et al.  Building Bridges or Building Walls? Explaining Regionalization Among Transnational Social Movement Organizations , 2005 .

[181]  Mack P. Holt,et al.  The contentious French: Four centuries of popular struggle , 1988 .

[182]  R. Merton The Matthew Effect in Science , 1968, Science.

[183]  Karen Page,et al.  Network Forms of Organization , 1998 .

[184]  Louis V. Jr. Gerstner,et al.  WHO SAYS ELEPHANTS CAN'T DANCE? , 2002 .

[185]  Jan W. Rivkin,et al.  Complexity, Networks and Knowledge Flow , 2002 .

[186]  Pekka Jokinen,et al.  The role of knowledge and spatial contexts in biodiversity policies: a sociological perspective , 2004, Biodiversity & Conservation.

[187]  Antonio Bodini,et al.  Representing Ecosystem Structure through Signed Digraphs. Model Reconstruction, Qualitative Predictions and Management: The Case of a Freshwater Ecosystem , 1998 .

[188]  G. Marwell,et al.  A Theory of the Critical Mass , 1991 .

[189]  Diane Coyle,et al.  The Economics of Enough: How to Run the Economy as If the Future Matters , 2011 .

[190]  Kevin McDonald,et al.  From Solidarity to Fluidarity: Social movements beyond 'collective identity'--the case of globalization conflicts , 2002 .

[191]  Jacob E. Gersen,et al.  When Businesses Sue Each Other: An Empirical Study of State Court Litigation , 2000, Law & Social Inquiry.

[192]  Sarah A. Low An economy of regions , 2004 .

[193]  Cohen,et al.  Resilience of the internet to random breakdowns , 2000, Physical review letters.

[194]  Allan Kaplan The development of capacity , 1999 .

[195]  N. Carter,et al.  The Structure of Founding Teams: Homophily, Strong Ties, and Isolation among U.S. Entrepreneurs , 2003 .

[196]  James Kynge,et al.  China shakes the world : a titan's rise and troubled future and the challenge for America , 2006 .

[197]  G. Marwell,et al.  Social Networks and Collective Action: A Theory of the Critical Mass. III , 1988, American Journal of Sociology.

[198]  W. Powell,et al.  The New Institutionalism in Organizational Analysis , 1993 .

[199]  Benjamin F. Jones,et al.  Supporting Online Material Materials and Methods Figs. S1 to S3 References the Increasing Dominance of Teams in Production of Knowledge , 2022 .

[200]  Bruce G. Carruthers,et al.  Rescuing Business: The Making of Corporate Bankruptcy Law in England and the United States , 1998 .

[201]  R. Dalton,et al.  The Green Rainbow: Environmental Groups in Western Europe , 1994 .

[202]  Peter Turchin,et al.  Historical Dynamics: Why States Rise and Fall , 2003 .

[203]  L. Thevenot,et al.  Organized Complexity , 2001 .

[204]  A. Gerber,et al.  Stress-Dependent Coordination of Transcriptome and Translatome in Yeast , 2009, PLoS biology.

[205]  Cristina Bondavalli,et al.  Towards a sustainable use of water resources: a whole-ecosystem approach using network analysis , 2002 .

[206]  H. Simon,et al.  Theories of Decision-Making in Economics and Behavioural Science , 1966 .

[207]  S. Sassen,et al.  The Global City , 2011 .

[208]  Reinhard Schneider,et al.  A survey of visualization tools for biological network analysis , 2008, BioData Mining.

[209]  Bhaven N. Sampat,et al.  Determinants of Patent Quality: An Empirical Analysis , 2005 .

[210]  R. Paine Food webs : linkage, interaction strength and community infrastructure , 1980 .

[211]  Graham K. Rand,et al.  Quantitative Applications in the Social Sciences , 1983 .

[212]  Marshall Scott,et al.  Microlevel Structuration in Computer-Supported Group Decision Making , 1992 .

[213]  Edward J. Lawler,et al.  The theory of relational cohesion: Review of a research program research program , 2002 .

[214]  Peng Wang,et al.  Closure, connectivity and degree distributions: Exponential random graph (p*) models for directed social networks , 2009, Soc. Networks.

[215]  R. Breiger The Duality of Persons and Groups , 1974 .

[216]  Joseph S. Nye,et al.  Corruption and Political Development: A Cost-Benefit Analysis , 1967, American Political Science Review.

[217]  Simona Piattoni,et al.  The Theory of Multi-Level Governance: Conceptual, Empirical, and Normative Challenges , 2010 .

[218]  R. Macarthur Fluctuations of Animal Populations and a Measure of Community Stability , 1955 .

[219]  Christopher Rootes,et al.  Environmental Protest in Western Europe , 2003 .

[220]  Robert E. Tarjan,et al.  A fast algorithm for finding dominators in a flowgraph , 1979, TOPL.

[221]  W. Polonsky,et al.  The Tipping Point , 2007, The Diabetes educator.

[222]  Catherine Corrigall-Brown,et al.  Coalitions and Political Context: U.S. Movements Against Wars in Iraq , 2005 .

[223]  E. David,et al.  Networks, Crowds, and Markets: Reasoning about a Highly Connected World , 2010 .

[224]  Péter Csermely,et al.  Apoptosis, necrosis and cellular senescence: chaperone occupancy as a potential switch , 2003, Aging cell.

[225]  Daniel Kaufmann,et al.  Confronting the challenge of state capture in transition economies. , 2001 .

[226]  R. Ulanowicz Ecology, the ascendent perspective , 1997 .

[227]  Peter Turchin,et al.  Dynamical Feedbacks between Population Growth and Sociopolitical Instability in Agrarian States , 2005 .

[228]  J. Stern,et al.  Natural gas security problems in Europe: the Russian–Ukrainian crisis of 2006 , 2006 .

[229]  B. Kogut,et al.  Knowledge of the Firm, Combinative Capabilities, and the Replication of Technology , 1992 .

[230]  Ronald S. Burt,et al.  Information and structural holes: comment on Reagans and Zuckerman , 2008 .

[231]  Zoltán Szántó,et al.  Kontraszelekció és erkölcsi kockázat a politikában. Vázlat az információs aszimmetria közgazdaságtani fogalmainak politikatudományi alkalmazhatóságáról [Negative selection and moral risk in politics. An outline of the usefulness to political science of the economic concept of information asymmetry] , 2009 .

[232]  B. Menge,et al.  Keystone predation and interaction strength : Interactive effects of predators on their main prey , 1996 .

[233]  Andreas Noack,et al.  Energy Models for Graph Clustering , 2007, J. Graph Algorithms Appl..

[234]  Charles Tilly,et al.  Identities, Boundaries, and Social Ties , 2005 .

[235]  Alessandro Pizzorno Approaches and Methodologies in the Social Sciences: Rationality and recognition , 2008 .

[236]  L. Gerlach,et al.  THE STRUCTURE OF SOCIAL MOVEMENTS: ENVIRONMENTAL ACTIVISM AND ITS OPPONENTS , 2001 .

[237]  Jan W. Rivkin,et al.  Estimating the performance effects of business groups in emerging markets , 2001 .

[238]  Georg Schreyögg,et al.  Organizational Path Dependence: Opening the Black Box , 2009 .

[239]  N. Babchuk,et al.  Collaboration in sociology and other scientific disciplines: A comparative trend analysis of scholarship in the social, physical, and mathematical sciences , 1999 .

[240]  Steuart Henderson Britt Review of The people's choice: How the voter makes up his mind in a presidential campaign. , 1945 .

[241]  Colin Camerer,et al.  Coordination, Organizational Boundaries and Fads in Business Practices , 1996 .

[242]  H. H. Clark,et al.  Referring as a collaborative process , 1986, Cognition.

[243]  C. Kusimba,et al.  The Archaeology of Trading Systems, Part 1: Towards a New Trade Synthesis , 2008 .

[244]  David Stark,et al.  Recombinant Property in East European Capitalism , 1996, American Journal of Sociology.

[245]  S. N. Dorogovtsev,et al.  Self-organization of collaboration networks. , 2004, Physical review. E, Statistical, nonlinear, and soft matter physics.

[246]  Mark E. J. Newman,et al.  The Structure and Function of Complex Networks , 2003, SIAM Rev..

[247]  B. Uzzi,et al.  Collaboration and Creativity: The Small World Problem1 , 2005, American Journal of Sociology.

[248]  D. Vuuren,et al.  Indicators for energy security , 2009 .

[249]  T. Vicsek,et al.  Uncovering the overlapping community structure of complex networks in nature and society , 2005, Nature.

[250]  Emmanuel Lazega,et al.  Interdependent entrepreneurs and the social discipline of their cooperation: a research programme for structural economic sociology in a society of organizations: Markets, Networks and Hierarchies , 2002 .

[251]  Peng Wang,et al.  Exponential random graph models for affiliation networks , 2009, Soc. Networks.

[252]  Halbert White,et al.  Advances in Econometric Theory: The Selected Works of Halbert White , 1999 .

[253]  Andrew J. Flanagin,et al.  Modeling the Structure of Collective Action , 2006 .

[254]  G. Stasser,et al.  Expert Roles and Information Exchange during Discussion: The Importance of Knowing Who Knows What , 1995 .

[255]  G. Sartori Concept Misformation in Comparative Politics , 1970, American Political Science Review.

[256]  A. Hollingshead Retrieval processes in transactive memory systems , 1998 .

[257]  Doug McAdam,et al.  BEYOND STRUCTURAL ANALYSIS: TOWARD A MORE DYNAMIC UNDERSTANDING OF SOCIAL MOVEMENTS , 2002 .

[258]  David Lazer,et al.  The Network Structure of Exploration and Exploitation , 2007 .

[259]  K. McCann The diversity–stability debate , 2000, Nature.

[260]  I. Gorst Survey of energy resources , 1985 .

[261]  John W. Meyer,et al.  Institutional conditions for diffusion , 1993 .

[262]  J. Brown,et al.  Privatizing the University--the New Tragedy of the Commons , 2000, Science.

[263]  Roger Guimerà,et al.  Team Assembly Mechanisms Determine Collaboration Network Structure and Team Performance , 2005, Science.

[264]  Nello Cristianini,et al.  Kernel Methods for Pattern Analysis , 2004 .

[265]  Daniel Kaufmann,et al.  The World Bank and , 1999 .

[266]  Jennifer A. Dunne,et al.  Network structure and robustness of marine food webs , 2004 .

[267]  L. Freeman,et al.  Centrality in valued graphs: A measure of betweenness based on network flow , 1991 .

[268]  G. Northcraft,et al.  You have printed the following article : Why Differences Make a Difference : A Field Study of Diversity , Conflict , and Performance in Workgroups , 2007 .

[269]  Linda L. Price,et al.  The market maven: A diffuser of marketplace information. , 1987 .

[270]  I. M. Robin Dunbar,et al.  Why are good writers so rare? An evolutionary perspective on literature , 2005 .

[271]  Andrew Abbott,et al.  Things of Boundaries , 1995 .

[272]  J. Heckman The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator for Such Models , 1976 .

[273]  D. Rubin,et al.  Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper , 1977 .

[274]  J. Lambsdorff The Institutional Economics of Corruption and Reform: Theory, Evidence and Policy , 2007 .

[275]  Naomi Klein,et al.  The Shock Doctrine: The Rise of Disaster Capitalism , 2009 .

[276]  S. Borgatti,et al.  The Network Paradigm in Organizational Research: A Review and Typology , 2003 .

[277]  Joel E. Cohen,et al.  Food web patterns and their consequences , 1991, Nature.

[278]  G. V. D. Vegt,et al.  EXPERTNESS DIVERSITY AND INTERPERSONAL HELPING IN TEAMS: WHY THOSE WHO NEED THE MOST HELP END UP GETTING THE LEAST , 2006 .

[279]  Bernhard E. Boser,et al.  A training algorithm for optimal margin classifiers , 1992, COLT '92.

[280]  M E J Newman,et al.  Finding and evaluating community structure in networks. , 2003, Physical review. E, Statistical, nonlinear, and soft matter physics.

[281]  Richard E. Potter,et al.  Expertise, extraversion and group interaction styles as performance indicators in virtual teams: how do perceptions of IT's performance get formed? , 2004, DATB.

[282]  J. Ravetz Sociology of Science , 1972, Nature.

[283]  B. Ebenman,et al.  Using community viability analysis to identify fragile systems and keystone species. , 2005, Trends in ecology & evolution.

[284]  Mark S. Granovetter Threshold Models of Collective Behavior , 1978, American Journal of Sociology.

[285]  Robin Palotai,et al.  Critical Review Chaperones as Integrators of Cellular Networks: Changes of Cellular Integrity in Stress and Diseases Structural Properties of Cellular Networks , 2007 .

[286]  A. Rbnyi ON THE EVOLUTION OF RANDOM GRAPHS , 2001 .

[287]  Luis A Nunes Amaral Novel Collaborations within Experienced Teams Lead to Best Research Outcomes , 2005, Annals of vascular surgery.

[288]  L. Festinger Social pressures in informal groups : a study of human factors in housing / by Leon Festinger, Stanley Schachter and Kurt Back , 1950 .

[289]  Charles J. Puccia,et al.  Qualitative Modeling of Complex Systems: An Introduction to Loop Analysis and Time Averaging , 1986 .

[290]  B. Ryan The diffusion of hybrid seed corn in two Iowa communities , 1943 .

[291]  Ivano Bison,et al.  Organizations, coalitions, and movements , 2004 .

[292]  William G. Ouchi,et al.  Markets, Bureaucracies, and Clans. , 1980 .

[293]  Douglas R. White,et al.  Role models for complex networks , 2007, 0708.0958.

[294]  M. Trajtenberg A Penny for Your Quotes : Patent Citations and the Value of Innovations , 1990 .

[295]  David Stark,et al.  Postsocialist Pathways: Transforming Politics and Property in East Central Europe , 1998 .

[296]  Alan M. Frieze,et al.  Random graphs , 2006, SODA '06.

[297]  P. Puska,et al.  Community intervention in cardiovascular health promotion: North Karelia, 1972–1999. , 2001 .

[298]  J. Hopfield,et al.  From molecular to modular cell biology , 1999, Nature.

[299]  J. Schumpeter,et al.  The Theory of Economic Development , 2017 .

[300]  Joel E. Cohen,et al.  Community Food Webs: Data and Theory , 1990 .

[301]  D. Botstein,et al.  Genomic expression programs in the response of yeast cells to environmental changes. , 2000, Molecular biology of the cell.

[302]  Richard E. Lee Review of "World System History: The Social Science of Long-Term Change," Robert A. Denemark, Jonathan Friedman, Barry K. Gills, and George Modelski , 2002 .

[303]  Dennis K. Mumby New Approaches to Organizational Communication , 1994 .

[304]  D. Harrison,et al.  Beyond Relational Demography: Time and the Effects of Surface- and Deep-Level Diversity on Work Group Cohesion , 1998 .

[305]  J. Heckman Sample selection bias as a specification error , 1979 .

[306]  R. Solé,et al.  Ecological networks and their fragility , 2006, Nature.

[307]  Stefaan Walgrave,et al.  The World Says No to War: Demonstrations against the War on Iraq , 2010 .

[308]  Joseph Wood,et al.  Conservation of Information: Reverse Engineering Dark Social Systems , 2010 .

[309]  D. Strang,et al.  DIFFUSION IN ORGANIZATIONS AND SOCIAL MOVEMENTS: From Hybrid Corn to Poison Pills , 1998 .

[310]  Dag W. Aksnes,et al.  Citation rates and perceptions of scientific contribution , 2006 .

[311]  Aie World Energy Outlook 2007 , 2007 .

[312]  Aart Kraay,et al.  On Measuring Governance: Framing Issues for Debate , 2007 .

[313]  Roy B. Flemming,et al.  Contested Terrains and Regime Politics: Thinking about America's Trial Courts and Institutional Change , 1998, Law & Social Inquiry.

[314]  John W. Meyer,et al.  Institutionalized Organizations: Formal Structure as Myth and Ceremony , 1977, American Journal of Sociology.

[315]  Immanuel Wallerstein,et al.  The modern world system [audiorecording] , 1977 .

[316]  A. Dekker,et al.  Realistic Social Networks for Simulation using Network Rewiring , 2007 .

[317]  Bob Edwards,et al.  The organizational structure of local environmentalism , 2005 .

[318]  I. N. A. C. I. J. H. Fowler Book Review: Connected: The surprising power of our social networks and how they shape our lives. , 2009 .

[319]  Paula E. Stephan,et al.  Scientific Teams and Institution Collaborations: Evidence from U.S. Universities, 1981-1999 , 2004 .

[320]  Bruce R. Barringer,et al.  Walking a Tightrope: Creating Value Through Interorganizational Relationships , 2000 .

[321]  C E Basch,et al.  A Review of Five Major Community-Based Cardiovascular Disease Prevention Programs. Part II: Intervention Strategies, Evaluation Methods, and Results , 1990, American journal of health promotion : AJHP.

[322]  R. Burt The Social Capital of Opinion Leaders , 1999 .

[323]  W. Ashby,et al.  Design for a brain; the origin of adaptive behavior , 2011 .

[324]  David Knoke,et al.  How Organizational Field Networks Shape Interorganizational Tie-Formation Rates , 2002 .

[325]  W. Carroll,et al.  Master Framing and Cross-Movement Networking in Contemporary Social Movements , 1996 .

[326]  Cynthia L. Cates,et al.  Judicial Entrepreneurship: The Role of the Judge in the Marketplace of Ideas , 1997 .

[327]  P. Ehrlich,et al.  Mammal Population Losses and the Extinction Crisis , 2002, Science.

[328]  F. Jordán Keystone species and food webs , 2009, Philosophical Transactions of the Royal Society B: Biological Sciences.

[329]  Ken Binmore,et al.  The Theory of Choice: A Critical Guide , 1992 .

[330]  I. Wallerstein,et al.  The Modern World-System: Capitalist Agriculture and the Origins of the European World-Economy in the Sixteenth Century , 1976 .

[331]  Charles Tilly,et al.  The Contentious French: Four Centuries of Popular Struggle , 1988 .

[332]  Santo Fortunato,et al.  Community detection in graphs , 2009, ArXiv.

[333]  I. Nonaka,et al.  The Knowledge Creating Company , 2008 .

[334]  R. O'Neill,et al.  The value of the world's ecosystem services and natural capital , 1997, Nature.

[335]  P. Lawrence,et al.  Differentiation and Integration in Complex Organizations , 1967 .

[336]  E. Sørensen,et al.  Theories of democratic network governance , 2007 .

[337]  M E J Newman,et al.  Community structure in social and biological networks , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[338]  P. V. Marsden,et al.  Models and Methods in Social Network Analysis: Recent Developments in Network Measurement , 2005 .

[339]  Martha Brill Olcott,et al.  Natural Gas and Geopolitics: International gas trade in Central Asia: Turkmenistan, Iran, Russia, and Afghanistan , 2004 .

[340]  P. Drucker,et al.  Innovation--The Missing Dimension , 2004 .

[341]  Joseph Clawson,et al.  Consumer Behavior: The Dynamics of Consumer Reaction. , 1955 .

[342]  Saskia Sassen BRIDGING THE ECOLOGIES OF CITIES AND OF NATURE , 2009 .

[343]  A. Edmondson Psychological Safety and Learning Behavior in Work Teams , 1999 .

[344]  Albert-László Barabási,et al.  Statistical mechanics of complex networks , 2001, ArXiv.

[345]  HermanIvan,et al.  Graph Visualization and Navigation in Information Visualization , 2000 .

[346]  Joshua B. Barbour,et al.  An institutional theory of organizational communication , 2006 .

[347]  William Doyle,et al.  Social Integration and Health: The Case of the Common Cold , 2000, J. Soc. Struct..

[348]  R. Gulati,et al.  Where Do Interorganizational Networks Come From?1 , 1999, American Journal of Sociology.

[349]  P. Csermely Creative elements: network-based predictions of active centres in proteins and cellular and social networks. , 2008, Trends in biochemical sciences.

[350]  K. Weick The social psychology of organizing , 1969 .

[351]  A. Hollingshead Communication, Learning, and Retrieval in Transactive Memory Systems☆☆☆ , 1998 .

[352]  Tessaleno C. Devezas,et al.  The Portuguese as system-builders: Technological innovation in early globalization , 2007 .

[353]  Sasha F. Levy,et al.  Network Hubs Buffer Environmental Variation in Saccharomyces cerevisiae , 2008, PLoS biology.

[354]  Peter J. Bowler,et al.  Making Modern Science: A Historical Survey , 2005 .

[355]  F. Jordán,et al.  Topological constraints on the dynamics of wasp-waist ecosystems , 2005 .

[356]  Joel A. C. Baum,et al.  Institutional Linkages and Organizational Mortality , 1991 .

[357]  Gábor Csárdi,et al.  The igraph software package for complex network research , 2006 .

[358]  Daniel J. Brass,et al.  Taking Stock of Networks and Organizations: A Multilevel Perspective , 2004 .

[359]  Jonathan P. Stern,et al.  The Russo-Ukrainian Gas Dispute of January 2009: A Comprehensive Assessment , 2009 .

[360]  Edward M. Reingold,et al.  Graph drawing by force‐directed placement , 1991, Softw. Pract. Exp..

[361]  Giovanni Arrighi,et al.  Capitalism and world (dis)order , 2001, Review of International Studies.

[362]  W. Westman Managing for biodiversity. , 1990 .

[363]  E. Rasmusen Games and Information: An Introduction to Game Theory , 2006 .

[364]  István A Kovács,et al.  Molecular chaperones : The modular evolution of cellular networks , 2007 .

[365]  D. Price,et al.  Little Science, Big Science and Beyond , 1986 .

[366]  Kara Dolinski,et al.  The BioGRID Interaction Database: 2011 update , 2010, Nucleic Acids Res..

[367]  Luis A. Nunes Amaral,et al.  Complex Systems - A New Paradigm for the Integrative Study of Management, Physical, and Technological Systems , 2007, Manag. Sci..

[368]  Michael X Cohen,et al.  Organizational Routines Are Stored as Procedural Memory: Evidence from a Laboratory Study , 1994 .

[369]  Hume Winzar,et al.  A Replication and Extension of Goldenberg, Libai & Muller: A Complex Systems Look at the Underlying Process of Word-of-Mouth , 2007 .

[370]  Sigal G. Barsade,et al.  To Your Heart's Content: A Model of Affective Diversity in Top Management Teams , 2000 .

[371]  J. Estes,et al.  Sea Otters: Their Role in Structuring Nearshore Communities , 1974, Science.

[372]  Chih-Jen Lin,et al.  LIBSVM: A library for support vector machines , 2011, TIST.

[373]  J. Schumpeter Capitalism, Socialism and Democracy , 1943 .

[374]  William A. Gamson,et al.  A theory of coalition formation , 1961 .

[375]  Christina L. Ahmadjian,et al.  Keiretsu Networks and Corporate Performance in Japan , 1996 .

[376]  B. Uzzi,et al.  Social Structure and Competition in Interfirm Networks: The Paradox of Embeddedness , 1997 .

[377]  Peter Spufford From Antwerp to London. The Decline of Financial Centres in Europe , 2005 .

[378]  Stanley Green,et al.  Broadway Musicals, Show by Show , 1985 .

[379]  Marshall Scott Poole,et al.  A comparison of normative and interactional explanations of group decision‐making: Social decision schemes versus valence distributions , 1982 .

[380]  W. Powell,et al.  Network Dynamics and Field Evolution: The Growth of Interorganizational Collaboration in the Life Sciences1 , 2005, American Journal of Sociology.

[381]  Brian A. Jackson Groups, Networks, or Movements: A Command-and-Control-Driven Approach to Classifying Terrorist Organizations and Its Application to Al Qaeda , 2006 .

[382]  K. Provan,et al.  Interorganizational Networks at the Network Level: A Review of the Empirical Literature on Whole Networks , 2007 .

[383]  P. Burstein,et al.  The Impact of Political Parties, Interest Groups, and Social Movement Organizations on Public Policy: Some Recent Evidence and Theoretical Concerns , 2002 .

[384]  Charles Kadushin,et al.  Why It Is So Difficult to Form Effective Community Coalitions , 2005 .

[385]  J. Katzenbach,et al.  The Wisdom of Teams , 2010 .

[386]  L. Gerlach,et al.  Movements of Revolutionary Change , 1971 .

[387]  J. Richard Hackman,et al.  Group Behavior and Performance , 2010 .

[388]  Hellmuth Weisser,et al.  The security of gas supply—a critical issue for Europe? , 2007 .

[389]  Sharon L. Milgram,et al.  The Small World Problem , 1967 .

[390]  M. Newman,et al.  Scaling and percolation in the small-world network model. , 1999, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[391]  Aie Natural Gas Information 2008 , 2008 .

[392]  Julio M. Ottino,et al.  Complex networks , 2004, Encyclopedia of Big Data.

[393]  F. Hayek The economic nature of the firm: The use of knowledge in society , 1945 .

[394]  L. Kaufman,et al.  Biodiversity and Fishery Sustainability in the Lake Victoria Basin: An Unexpected Marriage? , 2003 .

[395]  M. Mizruchi,et al.  A Longitudinal Study of the Formation of Interlocking Directorates , 1988 .

[396]  Daniel A. Levinthal,et al.  Fortune favors the prepared firm , 1994 .

[397]  Stewart Macaulay Non-contractual relations in business: a preliminary study , 1963 .

[398]  R. Goldsmith,et al.  Market mavens: Psychological influences , 2005 .

[399]  J. R. Larson,et al.  Diagnosing groups : Charting the flow of information in medical decision-making teams , 1996 .

[400]  M. Jenkins Prospects for Biodiversity , 2003, Science.

[401]  Miriam Kochan,et al.  Capitalism and material life, 1400-1800 , 1973 .

[402]  A. Barabasi,et al.  Evolution of the social network of scientific collaborations , 2001, cond-mat/0104162.

[403]  Garry Robins,et al.  Closure , connectivity and degrees : New specifications for exponential random graph ( p * ) models for directed social networks , 2006 .

[404]  Aie Natural Gas Information 2012 , 2012 .

[405]  P. Erdos,et al.  On the evolution of random graphs , 1984 .

[406]  Jc Johan Wortmann,et al.  A risk analysis for gas transport network planning expansion under regulatory uncertainty in Western Europe , 2009 .

[407]  Albert-László Barabási,et al.  Error and attack tolerance of complex networks , 2000, Nature.

[408]  M. Weitzman,et al.  Recombinant Growth , 2009 .

[409]  A. Barabasi,et al.  Quantifying social group evolution , 2007, Nature.

[410]  A. Giddens The Constitution of Society , 1985 .

[411]  M. Reymond,et al.  European key issues concerning natural gas: Dependence and vulnerability , 2007 .

[412]  T. Karl,et al.  The Paradox of Plenty: Oil Booms and Petro-States Berkeley , 1997 .

[413]  Margaret R. Somers The narrative constitution of identity: A relational and network approach , 1994 .

[414]  S. Rose-Ackerman Corruption: A study in political economy , 1978 .

[415]  Michio Kondoh,et al.  Foraging Adaptation and the Relationship Between Food-Web Complexity and Stability , 2003, Science.

[416]  Joel A. C. Baum,et al.  Better with Age? Tie Longevity and the Performance Implications of Bridging and Closure , 2012, Organ. Sci..

[417]  Roger V. Gould Collision of Wills: How Ambiguity about Social Rank Breeds Conflict , 2003 .

[418]  F. Ball,et al.  Epidemics with two levels of mixing , 1997 .

[419]  J. Pfeffer,et al.  The External Control of Organizations. , 1978 .

[420]  Changshui Zhang,et al.  Learning and Innovative Elements of Strategy Adoption Rules Expand Cooperative Network Topologies , 2007, PloS one.