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Tackling connections, structure, and meaning in networks: quantitative and qualitative methods in sociological network research

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The paper systematizes the role of qualitative methods, statistical analyses, and formal network analysis in sociological network research, and argues for their systematic combination. Formal network analysis mainly aims at a description of network structures as well as at an explanation of the behavior of the network at the systemic level. Formal network analysis can also be used in order to explain individual behavior or the existence of individual connections from network structure. Statistical analyses of ego-centered networks are used to correlate individual attributes with the structure and composition of the individual embeddedness, thus providing a statistical explanation of network effects and determinants. Qualitative methods are important for exploring network structures, and for understanding the meaning connected to them. A historical overview shows that these three strands have long co-existed in sociological network research without engaging in combined research efforts. Combinations of these methods prove useful when considering the various aspects of networks (individual connections, structural patterns, and meaning).

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References

  • Abbott A.: Transcending general linear reality. Sociol. Theory 6, 169–188 (1988)

    Article  Google Scholar 

  • Abbott A.: Of time and space: the contemporary relevance of the Chicago school. Soc. Forces 75(4), 1149–1182 (1997)

    Article  Google Scholar 

  • Anheier H.K., Gerhards J., Romo F.: Forms of capital and social structure in cultural fields: examining Bourdieu’s social topography. Am. J. Sociol. 100(4), 859–903 (1995)

    Article  Google Scholar 

  • Baerveldt C., Zijlstra B., Wolf M.d., Rossem R.v., Duijn M.v.: Ethnic boundaries in high school students’ networks in Flanders and the Netherlands. Int. Sociol. 22, 701–720 (2007)

    Article  Google Scholar 

  • Baker W.E.: The social structure of a national securities market. Am. J. Sociol. 89(4), 775–811 (1984)

    Article  Google Scholar 

  • Barnes J.A.: Class and committees in a Norwegian Island Parish. Hum. Relat. 7, 39–58 (1954)

    Article  Google Scholar 

  • Bearman P., Parigi P.: Cloning headless frogs and other important matters: conversation topics and network structure. Social Forces 83, 535–557 (2004)

    Article  Google Scholar 

  • Bellotti E.: What are friends for? Elective communities of single people. Social Netw. 30(4), 318–329 (2008)

    Article  Google Scholar 

  • Bellotti, E.: Comment on Nick Crossley/1. Sociologica (2010). doi:10.2383/32050

  • Benjamin B., Podolny J.M.: Status, quality, and social order in the California wine industry. Adm. Sci. Q. 44(3), 563–589 (1999)

    Article  Google Scholar 

  • Bernard, H.R.: Research Methods in Anthropology: Qualitative and Quantitative Approaches. Altamira, Lanham (2006)

  • Bott E.: Family and Social Network. Tavistock, London (1957)

    Google Scholar 

  • Bowker G., Star S.L.: Sorting Things Out. MIT Press, Cambridge (1999)

    Google Scholar 

  • Breiger R.L.: The analysis of social networks. In: Hardy, M., Bryman, A. (eds) Handbook of Data Analysis, pp. 505–526. Sage, London (2004)

    Google Scholar 

  • Breiger R.L., Boorman S., Arabie P.: An algorithm for clustering relational data with applications to social network analysis and comparison with multidimensional scaling. J. Math. Psychol. 12, 328–383 (1975)

    Article  Google Scholar 

  • Brint S.: Hidden meanings: cultural content and context in Harrison White’s structural sociology. Sociol. Theory 10, 194–208 (1992)

    Article  Google Scholar 

  • Burt R.S.: Network items and the general social survey. Social Netw. 6, 293–339 (1984)

    Article  Google Scholar 

  • Burt R.S.: Structural Holes: the Social Structure of Competition. Harvard University Press, Cambridge (1992)

    Google Scholar 

  • Burt R.S.: The gender of social capital. Ration. Soc. 10(1), 5 (1998)

    Article  Google Scholar 

  • Carley K.: An approach for relating social structure to cognitive structure. J. Math. Soc. 12, 137–189 (1986)

    Article  Google Scholar 

  • Carrington, P.J., Scott, J., Wasserman, S. (eds): Models and Methods in Social Network Analysis. Cambridge University Press, Cambridge (2005)

    Google Scholar 

  • Coleman J.: Social capital in the creation of human capital. Am. J. Sociol. 94, S95–S120 (1988)

    Article  Google Scholar 

  • Crossley N.: Networks and complexity: directions for interactionist research. Symb. Interact. 33, 341–363 (2010a)

    Article  Google Scholar 

  • Crossley, N.: The social world of the network. Sociologica (2010b). doi:10.2383/32049

  • de Nooy W.: The dynamics of artistic prestige. Poetics 30(3), 147 (2002)

    Article  Google Scholar 

  • de Nooy W.: Formalizing symbolic interactionism. Methodol. Innov. Online 4, 39–52 (2009)

    Google Scholar 

  • DiMaggio P.: Classification in art. Am. Sociol. Rev.w 52(4), 440–455 (1987)

    Article  Google Scholar 

  • DiMaggio P.: Nadel’s paradox revisited: relational and cultural aspects of organizational structure. In: Nohria, N., Eccles, R. (eds) Networks and Organizations: Structure, Form and Action, pp. 118–142. Harvard Business School Press, Boston (1992)

    Google Scholar 

  • Elias N.: What is Sociology. Hutchinson, London (1978)

    Google Scholar 

  • Elias N., Scotson J.: The Established and the Outsiders. Sage, London (2000)

    Google Scholar 

  • Emirbayer M.: Manifesto for a relational sociology. Am. J. Sociol. 103(2), 281–317 (1997)

    Article  Google Scholar 

  • Emirbayer M., Goodwin J.: Network analysis, culture, and the problem of agency. Am. J. Sociol. 99(6), 1411–1454 (1994)

    Article  Google Scholar 

  • Erickson B.: The relational basis of attitudes. In: Wellman, B., Berkowitz, S. (eds) Social Structures: A Network Approach., pp. 99–121. Cambridge University Press, New York (1988)

    Google Scholar 

  • Faulkner R.: Music on Demand. Transaction Books, New Brunswick (1983)

    Google Scholar 

  • Fine G.A.: Small groups and culture creation: the idioculture of little league baseball teams. Am. Sociol. Rev. 44(5), 733–745 (1979)

    Article  Google Scholar 

  • Fine G.A., Kleinman S.: Network and meaning: an interactionist approach to structure. Symb. Interact. 6, 97–110 (1983)

    Article  Google Scholar 

  • Fischer C.: What do we mean by ‘Friend’? An inductive study. Social Netw. 3, 287–306 (1982)

    Article  Google Scholar 

  • Fischer C.: To dwell among friends; personal networks in town and city. University of Chicago Press, Chicago (1983)

    Google Scholar 

  • Freeman, L.: Visualizing social networks. J. Social Struct. (2000) 1(1)

  • Freeman L.: The Development of Social Network Analysis. A Study in the Sociology of Science. Empirical Press, Vancouver (2004)

    Google Scholar 

  • Fuhse J.: The meaning structure of social networks. Sociol. Theory 27(1), 51–73 (2009)

    Article  Google Scholar 

  • Gibson D.R.: Participation shifts: order and differentiation in group conversation. Social Forces 81(4), 1135–1180 (2003)

    Article  Google Scholar 

  • Gibson D.R.: Taking turns and talking ties: networks and conversational interaction. Am. J. Sociol. 110(6), 1561–1597 (2005)

    Article  Google Scholar 

  • Gould R.V.: Multiple networks and mobilization in the Paris commune, 1871. Am. Sociol. Rev. 56(6), 716–729 (1991)

    Article  Google Scholar 

  • Gould R.V.: Insurgent identities; class, community, and protest in Paris from 1848 to the commune. Chicago University Press, Chicago (1995)

    Google Scholar 

  • Granovetter M.: The strength of weak ties. Am. J. Sociol. 78(6), 1360–1380 (1973)

    Article  Google Scholar 

  • Granovetter M.: Economic action and social structure. The problem of embeddedness. Am. J. Sociol. 91, 481–510 (1985)

    Article  Google Scholar 

  • Granovetter, M.: Introduction for the French reader. Sociologica (2007). doi:10.2383/24767

  • Hallinan M., Williams R.: Interracial friendship choices in secondary schools. Am. Sociol. Rev. 54, 67–78 (1989)

    Article  Google Scholar 

  • Hannerz U.: Cultural Complexity: Studies in the Social Organization of Meaning. Columbia University Press, New York (1992)

    Google Scholar 

  • Hedström P.: Dissecting the Social. On the Principles of Analytical Sociology. Cambridge University Press, Cambridge (2005)

    Book  Google Scholar 

  • Holland P.W., Leinhardt S.: Social Structure as a Network Process. Zeitschrift für Soziologie 6, 386–402 (1977)

    Google Scholar 

  • Hollstein B., Straus F.: Qualitative Netzwerkanalyse. Konzepte, Methoden, Anwendungen. VS Verlag, Wiesbaden (2006)

  • Ikegami E.: Bonds of Civility. Aesthetic Networks and the Political Origins of Japanese Culture. Cambridge University Press, New York (2005)

    Google Scholar 

  • Keim S., Klärner A., Bernardi L.: Qualifying social influence on fertility intentions: composition, structure and meaning of fertility-relevant social networks in Western Germany. Curr. Sociol. 57, 888–907 (2009)

    Article  Google Scholar 

  • Kennedy M.T.: Behind the one-way mirror: refraction in the construction of product market categories. Poetics 33(3-4), 201–226 (2005)

    Article  Google Scholar 

  • Kirke, D.: Comment on Nick Crossley/2. Sociologica (2010). doi:10.2383/32051

  • Knox H., Savage M., Harvey P.: Social networks and the study of relations: networks as method, metaphor and form. Econ. Soc. 35(1), 113–140 (2006)

    Article  Google Scholar 

  • Krackhardt D.: Cognitive social structures. Social Netw. 9, 109–134 (1987)

    Article  Google Scholar 

  • Latour B.: The Pasteurization of France. Harvard University Press, Cambridge (1988)

    Google Scholar 

  • Latour B.: Reassembling the Social: An Introduction to Actor-Network-Theory. Oxford University Press, Oxford (2005)

    Google Scholar 

  • Laumann E.O.: Bonds of Pluralism. The Form and Substance of Urban Social Networks. Wiley, New York (1973)

    Google Scholar 

  • Law, J., Hassard, J. (eds): Actor Network Theory and After. Blackwell, Oxford (1999)

    Google Scholar 

  • Lazarsfeld P.F., Berelson B., Gaudet H.: The People’s Choice. Columbia University Press, New York (1968)

    Google Scholar 

  • Lazega E., Pattison P.: Multiplexity, generalized exchange and cooperation in organizations: a case study. Social Netw. 21, 67–90 (1999)

    Article  Google Scholar 

  • Lin N.: Social Capital: A Theory of Social Structure and Action. Cambridge University Press, New York (2001)

    Google Scholar 

  • Lizardo O.: How cultural tastes shape personal networks. Am. Sociol. Rev. 71(5), 778–807 (2006)

    Article  Google Scholar 

  • Lorraine F., White H.C.: Structural equivalence of individuals in social networks. J. Math. Sociol. 1(1), 49–80 (1971)

    Article  Google Scholar 

  • Louch H.: Personal network integration: transitivity and homophily in strong-tie relations. Social Netw. 22(1), 45–64 (2000)

    Article  Google Scholar 

  • Lubbers M., Molina J.L., Lerner J., Brandes U., Ávila J., McCarty C.: Longitudinal analysis of personal networks. The case of Argentinean migrants in Spain. Social Netw. 22, 91–104 (2010)

    Article  Google Scholar 

  • Luhmann N.: Essays on Self-Reference. Columbia University Press, New York (1990)

    Google Scholar 

  • Luhmann N.: Social Systems. Stanford University Press, Stanford (1996)

    Google Scholar 

  • Mann M.: The Sources of Social Power, vol. 1. Cambridge University Press, New York (1986)

    Book  Google Scholar 

  • Marsden P.: Recent developments in network measurement. In: Carrington, P.J, Scott, J., Wasserman, S. (eds) Models and Methods in Social Network Analysis, pp. 8–30. Cambridge University Press, New York (2005)

    Google Scholar 

  • Martin J.L.: What do animals do all day?: The division of labor, class bodies, and totemic thinking in the popular imagination. Poetics 27(2-3), 195–231 (2000)

    Article  Google Scholar 

  • Martin J.L.: What is field theory?. Am. J. Sociol. 109(1), 1–49 (2003)

    Article  Google Scholar 

  • Martin J.L.: Is power sexy?. Am. J. Sociol. 111, 408–446 (2005)

    Article  Google Scholar 

  • Mayer P., Mayer I.: Townsmen or Tribesmen: Conservation and the Process of Urbanization in a South African City. Oxford University Press, Cape Town (1961)

    Google Scholar 

  • McCall G., Simmons J.L.: Identities and Interactions. Free Press, New York (1978)

    Google Scholar 

  • McLean P.: A frame analysis of favor seeking in the Renaissance: agency, networks, and political culture. Am. J. Sociol. 104(1), 51–91 (1998)

    Article  Google Scholar 

  • McLean P.: The Art of the Network. Strategic Interaction and Patronage in Renaissance Florence. Duke University Press, Durham (2007)

    Google Scholar 

  • Mead G.H.: Mind, Self & Society. University of Chicago Press, Chicago (1967)

    Google Scholar 

  • Merton R.: The self-fulfilling prophecy. Antioch Rev. 8, 193–210 (1948)

    Article  Google Scholar 

  • Mische A.: Cross-talk in movements: reconceiving the culture-network link. In: Diani, M., McAdam, D. (eds) Social Movements and Networks, pp. 258–280. Oxford University Press, Oxford, UK (2003)

    Chapter  Google Scholar 

  • Mische A.: Partisan Publics. Communication and Contention Across Brazilian Youth Activist Networks. Princeton University Press, Princeton (2008)

    Google Scholar 

  • Mische A., White H.C.: Between conversation and situation: public switching dynamics across network domains. Social Res. 65(3), 695–724 (1998)

    Google Scholar 

  • Mitchell J.C.: The concept and use of social networks. In: Mitchell, J.C. (eds) Social Networks in Urban Situations, pp. 1–50. Manchester University Press, Manchester (1969)

    Google Scholar 

  • Mitchell J.C.: Networks, norms, and institutions. In: Boissevain, J., Mitchell, J.C. (eds) Network Analysis, pp. 2–35. Mouton, Den Haag (1973)

    Google Scholar 

  • Mitchell J.C.: Social Networks. Annu. Rev. Anthropol. 3, 279–299 (1974)

    Article  Google Scholar 

  • Mohr J.W.: Soldiers, mothers, tramps and others: discourse roles in the 1907 New York city charity directory. Poetics 22, 327–357 (1994)

    Article  Google Scholar 

  • Mohr J.W.: Measuring meaning structures. Annu. Rev. Sociol. 24, 345–370 (1998)

    Article  Google Scholar 

  • Moore G.: Structural determinants of men’s and women’s networks. Am. Sociol. Rev. 55, 726–735 (1990)

    Article  Google Scholar 

  • Mützel S.: Making meaning of the move of the German capital: networks, logics, and the emergence of capital city journalism. UMI, Ann Arbor (2002)

    Google Scholar 

  • Mützel S.: Networks as culturally constituted processes: a comparison of relational sociology and actor-network theory. Curr. Sociol. 57(6), 871–887 (2009)

    Article  Google Scholar 

  • Pachucki M.A., Breiger R.L.: Cultural holes: beyond relationality in social networks and culture. Annu. Rev. Sociol. 36, 205–224 (2010)

    Article  Google Scholar 

  • Padgett J., Ansell C.K.: Robust action and the rise of the Medici, 1400–1434. Am. J. Sociol. 98(6), 1259–1319 (1993)

    Article  Google Scholar 

  • Pappi F.U.: Sozialstruktur und soziale Schichtung in einer Kleinstadt mit heterogener Bevölkerung. Kölner Zeitschrift für Soziologie und Sozialpsychologie 25, 23–74 (1973)

    Google Scholar 

  • Podolny J.M.: Status signals: a sociological study of market competition. Princeton University Press, Princeton (2005)

    Google Scholar 

  • Portes A.: Social capital: its origins and applications in modern sociology. Annu. Rev. Sociol. 24, 1–24 (1998)

    Article  Google Scholar 

  • Robins G., Pattison P., Kalish Y., Lusher D.: An introduction to exponential random graph (p*) models for social networks. Social Netw. 29(2), 173–191 (2007)

    Article  Google Scholar 

  • Robins G., Snijders T., Wang P., Handcock M., Pattison P.: Recent developments in exponential random graph (p*) models for social networks. Social Netw. 29(2), 192–215 (2007)

    Article  Google Scholar 

  • Rytina S., Morgan D.: The arithmetic of social relations: the interplay of category and network. Am. J. Sociol. 88, 88–113 (1982)

    Article  Google Scholar 

  • Salvini A.: Symbolic interactionism and social network analysis: an uncertain encounter. Symbol. Interact. 33, 364–388 (2010)

    Article  Google Scholar 

  • Sampson, S.F.: A Novitiate in a Period of Change. An Experimental and Case Study of Social Relationships (PhD thesis). Cornell University, Ithaca (1968)

  • Schütz A.: The Phenomenology of the Social World. Northwestern University Press, Evanston (1967)

    Google Scholar 

  • Schweizer T.: Muster sozialer Ordnung: Netzwerkanalyse als Fundament der Sozialethnologie. Dietrich Reimer Verlag, Berlin (1996)

    Google Scholar 

  • Scott J.: Social Network Analysis. 2nd edn. Sage, Newbury Park (2000)

    Google Scholar 

  • Shibutani T.: Reference groups as perspectives. Am. J. Sociol. 60, 562–569 (1955)

    Article  Google Scholar 

  • Simmel G.: Soziologie. Untersuchungen über die Formen der Gesellschaft. Suhrkamp, Frankfurt a.M. (1992)

  • Somers M.R.: The narrative constitution of identity: a relational and network approach. Theory Soc. 23, 605–649 (1994)

    Article  Google Scholar 

  • Steglich C., Snijders T., West P.: Applying SIENA; an illustrative analysis of the coevolution of adolescents’ friendship networks, taste in music, and alcohol consumption. Methodology 2, 48–56 (2006)

    Google Scholar 

  • Tilly C.: Popular contention in Great Britain, 1758–1834. Harvard University Press, Cambridge (1995)

    Google Scholar 

  • Tilly C.: Stories, Identities, and Political Change. Rowman & Littlefield Publishers, Lanham (2002)

    Google Scholar 

  • Tilly C.: Identities, Boundaries, and Social Ties. Paradigm Publishers, Boulder (2005)

    Google Scholar 

  • Uzzi B.: The sources and consequences of embeddedness for the economic performance of organizations: the network effect. Am. Sociol. Rev. 61(4), 674–698 (1996)

    Article  Google Scholar 

  • Uzzi B.: Social structure and competition in interfirm networks: the paradox of emdeddedness. Adm. Sci. Q. 42(1), 35–67 (1997)

    Article  Google Scholar 

  • Verbrugge L.: The structure of adult friendship choices. Social Forces 56, 576–597 (1977)

    Article  Google Scholar 

  • Warner W.L., Lunt P.S.: The Social Life of a Modern Community. Yale University Press, New Haven (1941)

    Google Scholar 

  • Wasserman S., Faust K.: Social Network Analysis: Methods and Applications. Cambridge University Press, Cambridge (1994)

    Google Scholar 

  • Wasserman S., Robins G.: An introduction to random graphs, dependence graphs, and p*. In: Carrington, P.J., Scott, J., Wasserman, S. (eds) Models and Methods in Social Network Analysis, pp. 148–161. Cambridge University Press, New York (2005)

    Google Scholar 

  • Watts D.J.: The ‘New’ science of networks. Annu. Rev. Sociol. 30, 243–270 (2004)

    Article  Google Scholar 

  • Weber M.: Wirtschaft und Gesellschaft. Mohr, Tübingen (1972)

    Google Scholar 

  • Wellman B.: The community question: the intimate networks of East Yorkers. Am. J. Sociol. 84, 1201–1231 (1979)

    Article  Google Scholar 

  • Wellman B.: Structural analysis: from method and metaphor to theory and substance. In: Wellman, B., Berkowitz, S.D. (eds) Social Structures: A Network Approach, pp. 19–61. Cambridge University Press, Cambridge (1988)

    Google Scholar 

  • Wellman B., Gulia M.: Net surfers don’t ride alone: virtual community as community. In: Wellman, B. (eds) Networks in the Global Village, pp. 331–367. Westview Press, Boulder (1999)

    Google Scholar 

  • Wellman B., Salaff J., Dimitrova D., Garton L., Gulia M., Haythornthwaite C.: Computer networks as social networks: virtual community, computer supported cooperative work and telework. Annu. Rev. Sociol. 22, 213–238 (1996)

    Article  Google Scholar 

  • White H.C.: Where do markets come from. Am. J. Sociol. 87(3), 517–547 (1981)

    Article  Google Scholar 

  • White H.C.: Identity and Control: A Structural Theory of Social Action. Princeton University Press, Princeton (1992)

    Google Scholar 

  • White H.C.: Values come in styles, which mate to change. In: Hechter, M., Nadel, L., Michad, R. (eds) The Origins of Values, pp. 63–91. de Gruyter, New York (1993)

    Google Scholar 

  • White H.C.: Network switchings and Bayesian forks: reconstructing the social and behavioral sicences. Social Res. 62(4), 1035–1063 (1995)

    Google Scholar 

  • White H.C.: Markets from Networks: Socioeconomic Models of Production. Princeton University Press, Princeton (2002)

    Google Scholar 

  • White H.C.: Identity and Control: How Social Formations Emerge. Princeton University Press, Princeton (2008)

    Google Scholar 

  • White H.C., Boorman S., Breiger R.L.: Social structure from multiple networks. I. Blockmodels of roles and positions. Am. J. Sociol. 81(4), 730–779 (1976)

    Article  Google Scholar 

  • White H.C., Fuhse J., Thiemann M., Buchholz L.: Networks and meaning: styles and switchings. Soziale Systeme 13, 514–526 (2007)

    Google Scholar 

  • Yeung K.-T.: What does love mean? Exploring network culture in two network settings. Social Forces 84(1), 391–420 (2005)

    Article  Google Scholar 

Download references

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Fuhse, J., Mützel, S. Tackling connections, structure, and meaning in networks: quantitative and qualitative methods in sociological network research. Qual Quant 45, 1067–1089 (2011). https://doi.org/10.1007/s11135-011-9492-3

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