Methodological Transactionalism and the Sociology of Education

The development and spread of research methods in sociology can be understood as a story about the increasing sophistication of tools in order to better answer fundamental disciplinary questions. In this chapter, we argue that recent developments, related to both increased computing power and data collection ability along with broader cultural shifts emphasizing interdependencies, have positioned Social Network Analysis (SNA) as a powerful tool for empirically studying the dynamic and processual view of schooling that is at the heart of educational theory. More specifically, we explore how SNA can help us both better understand as well as reconceptualize two central topics in the sociology of education: classroom interaction and status attainment. We conclude with a brief discussion about possible future directions network analysis may take in educational research, positing that it will become an increasingly valuable research approach because our ability to collect streaming behavioral and transactional data is growing rapidly.

[1]  B. Wellman The School Child’s Choice of Companions , 1926 .

[2]  Pitirim A. Sorokin,et al.  Social And Cultural Mobility , 1959 .

[3]  J. Coleman The Adolescent society : the social life of the teenager and its impact on education / by James S. Coleman , 1961 .

[4]  R M TAYLOR,et al.  The impact of education. , 1962, Acta - Unio Internationalis Contra Cancrum.

[5]  O. D. Duncan,et al.  The American Occupational Structure , 1967 .

[6]  E. Graham. Ward,et al.  Culture and Education. , 1969 .

[7]  P. Bourdieu,et al.  Reproduction in education, society and culture , 1970 .

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

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

[10]  S. Boorman,et al.  Social Structure from Multiple Networks. I. Blockmodels of Roles and Positions , 1976, American Journal of Sociology.

[11]  S. Boorman,et al.  Social Structure from Multiple Networks. II. Role Structures , 1976, American Journal of Sociology.

[12]  P. Willis Learning to Labor: How Working-Class Kids Get Working-Class Jobs , 1976 .

[13]  Pierre Bourdieu,et al.  Reproduction in Education, Society and Culture. SAGE Studies in Social and Educational Change, Volume 5. , 1977 .

[14]  John W. Meyer The Effects of Education as an Institution , 1977, American Journal of Sociology.

[15]  D. Bailin Field theory , 1979, Nature.

[16]  P. Bourdieu Distinction: A Social Critique of the Judgement of Taste* , 2018, Food and Culture.

[17]  R. Burt Models of Network Structure , 1980 .

[18]  A. Kellerman,et al.  The Constitution of Society : Outline of the Theory of Structuration , 2015 .

[19]  James N. Baron ORGANIZATIONAL PERSPECTIVES ON STRATIFICATION , 1984 .

[20]  Seymour Sudman,et al.  Survey Research in the United States: Roots and Emergence 1890-1960. , 1987 .

[21]  Linton C. Freeman,et al.  Words, Deeds and Social Structure: A Preliminary Study of the Reliability of Informants , 1987 .

[22]  B. Wellman Structural analysis: From method and metaphor to theory and substance. , 1988 .

[23]  A. Abbott Transcending General Linear Reality , 1988 .

[24]  Clifford C. Clogg,et al.  [The Impact of Sociological Methodology on Statistical Methodology]: Rejoinder , 1992 .

[25]  Anthony S. Bryk,et al.  Hierarchical Linear Models: Applications and Data Analysis Methods , 1992 .

[26]  Noah E. Friedkin,et al.  Network Studies of Social Influence , 1993 .

[27]  Gordon Wells,et al.  Reevaluating the IRF sequence: A proposal for the articulation of theories of activity and discourse for the analysis of teaching and learning in the classroom , 1993 .

[28]  D. Massey American Apartheid: Segregation and the Making of the Underclass , 1993 .

[29]  Stanley Wasserman,et al.  Social Network Analysis: Methods and Applications , 1994 .

[30]  James S. Coleman,et al.  A vision for sociology , 1994 .

[31]  Peter M. Blau,et al.  Structural Contexts of Opportunities , 1994 .

[32]  S. Tarrow,et al.  Power in Movement: Social Movements, Collective Action and Politics , 1994 .

[33]  Noah E. Friedkin,et al.  School Leadership and Performance: A Social Network Approach , 1994 .

[34]  Mustafa Emirbayer,et al.  Network Analysis, Culture, and the Problem of Agency , 1994, American Journal of Sociology.

[35]  S. Wasserman,et al.  Advances in Social Network Analysis: Research in the Social and Behavioral Sciences , 1994 .

[36]  I. Luckey : American Apartheid: Segregation and the Making of the Underclass , 1995 .

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

[38]  M. Sobel,et al.  Identification Problems in the Social Sciences. , 1996 .

[39]  A. C. Kerckhoff Institutional Arrangements and Stratification Processes in Industrial Societies , 1995 .

[40]  S. Wasserman,et al.  Logit models and logistic regressions for social networks: I. An introduction to Markov graphs andp , 1996 .

[41]  Jerome J. Platt,et al.  A history of sociological research methods in America , 1996 .

[42]  James P. Spillane,et al.  Reconstructing Conceptions of Local Capacity: The Local Education Agency’s Capacity for Ambitious Instructional Reform , 1997 .

[43]  Mustafa Emirbayer Manifesto for a Relational Sociology1 , 1997, American Journal of Sociology.

[44]  S. Davies,et al.  Fields of Study, College Selectivity, and Student Inequalities in Higher Education , 1997 .

[45]  N. Weinberg,et al.  Sifting and sorting : Personal contacts and hiring in a retail bank , 1997 .

[46]  Scott L. Thomas,et al.  Social Positions in Schooling , 1997 .

[47]  Kenneth A. Frank,et al.  Chapter 5: Quantitative Methods for Studying Social Context in Multilevels and Through Interpersonal Relations , 1998 .

[48]  William Carbonaro,et al.  A Little Help from My Friend's Parents: Intergenerational Closure and Educational Outcomes. , 1998 .

[49]  Rebecca L. Sandefur,et al.  A PARADIGM FOR SOCIAL CAPITAL , 1998 .

[50]  Noah E. Friedkin,et al.  A Structural Theory of Social Influence: List of Tables and Figures , 1998 .

[51]  Noah E. Friedkin,et al.  A Structural Theory of Social Influence: List of Tables and Figures , 1998 .

[52]  J. Hassard,et al.  Actor Network Theory and After , 1999 .

[53]  Stephen L. Morgan,et al.  Parental Networks, Social Closure, and Mathematics Learning: A Test of Coleman's Social Capital Explanation of School Effects , 1999, American Sociological Review.

[54]  S. Wasserman,et al.  Logit models and logistic regressions for social networks: II. Multivariate relations. , 1999, The British journal of mathematical and statistical psychology.

[55]  Morten T. Hansen,et al.  The Search-Transfer Problem: The Role of Weak Ties in Sharing Knowledge across Organization Subunits , 1999 .

[56]  Stephen W. Raudenbush,et al.  1. Ecometrics: Toward a Science of Assessing Ecological Settings, with Application to the Systematic Social Observation of Neighborhoods , 1999 .

[57]  Charles E. Bidwell,et al.  The Collegial Focus: Teaching Fields, Collegial Relationships, and Instructional Practice in American High Schools. , 1999 .

[58]  L. Hargens Using the Literature: Reference networks, reference Contexts, and the Social Structure of Scholarship , 2000, American Sociological Review.

[59]  N. Lin Social Capital: Frontmatter , 2001 .

[60]  Susan D. Wiley Contextual Effects on Student Achievement: School Leadership and Professional Community , 2001 .

[61]  Daniel A. McFarland Student Resistance: How the Formal and Informal Organization of Classrooms Facilitate Everyday Forms of Student Defiance1 , 2001, American Journal of Sociology.

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

[63]  Samuel R. Lucas,et al.  Effectively Maintained Inequality: Education Transitions, Track Mobility, and Social Background Effects1 , 2001, American Journal of Sociology.

[64]  Dana L. Haynie,et al.  Friendship Networks and Delinquency: The Relative Nature of Peer Delinquency , 2002 .

[65]  Anthony S. Bryk,et al.  Finding a Measure of Trust@@@Trust in Schools: A Core Resource for Improvement , 2004 .

[66]  J. Moody The Structure of a Social Science Collaboration Network: Disciplinary Cohesion from 1963 to 1999 , 2004 .

[67]  Miranda J. Lubbers,et al.  Group composition and network structure in school classes: a multilevel application of the p∗ model , 2003, Soc. Networks.

[68]  Albert-László Barabási,et al.  Linked - how everything is connected to everything else and what it means for business, science, and everyday life , 2003 .

[69]  J. Martin,et al.  What Is Field Theory?1 , 2003, American Journal of Sociology.

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

[71]  Annette Lareau,et al.  American Educational Research Association From Social Ties to Social Capital : Class Differences in the Relations between Schools and Parent Networks , 2008 .

[72]  M. Vermande,et al.  Classroom Roles and School Adjustment , 2004 .

[73]  Mark S. Ackerman,et al.  Personal and Ubiquitous Computing , 2004, Personal and Ubiquitous Computing.

[74]  Ezra W. Zuckerman,et al.  How to Make the Team: Social Networks vs. Demography as Criteria for Designing Effective Teams , 2004 .

[75]  Alain Degenne Social capital: a theory of social structure and action , 2004 .

[76]  K. Frank,et al.  Social Capital and the Diffusion of Innovations Within Organizations: The Case of Computer Technology in Schools , 2004 .

[77]  Craig M. Rawlings,et al.  The complexity of institutional niches:: Credentials and organizational differentiation in a field of U.S. higher education , 2004 .

[78]  Jasjit Singh,et al.  Collaborative Networks as Determinants of Knowledge Diffusion Patterns , 2005, Manag. Sci..

[79]  Gerhard G. van de Bunt,et al.  The Evolution of Intra-Organizational Trust Networks , 2005 .

[80]  Daniel A. McFarland,et al.  Motives and Contexts of Identity Change: A Case for Network Effects , 2005 .

[81]  S. Wasserman,et al.  Models and Methods in Social Network Analysis , 2005 .

[82]  S. Wasserman,et al.  Models and Methods in Social Network Analysis: An Introduction to Random Graphs, Dependence Graphs, and p * , 2005 .

[83]  Alex Pentland,et al.  Reality mining: sensing complex social systems , 2006, Personal and Ubiquitous Computing.

[84]  Stanley Wasserman,et al.  Models and Methods in Social Network Analysis: Introduction , 2005 .

[85]  P. Pattison,et al.  Small and Other Worlds: Global Network Structures from Local Processes1 , 2005, American Journal of Sociology.

[86]  H. Ayalon,et al.  Field of Study and Students' Stratification in an Expanded System of Higher Education: The Case of Israel , 2005 .

[87]  P. Pattison,et al.  New Specifications for Exponential Random Graph Models , 2006 .

[88]  C. Steglich,et al.  Applying SIENA: An illustrative analysis of the co-evolution of adolescents’ friendship networks, taste in music, and alcohol consumption , 2006 .

[89]  Tom A. B. Snijders,et al.  Homophily and assimilation among sportactive adolescent substance users , 2006 .

[90]  A. W. Hoy,et al.  Academic Optimism of Schools: A Force for Student Achievement , 2006 .

[91]  J. Stuber Talk of Class , 2006 .

[92]  A. Gifford Social dynamics , 2006 .

[93]  Daniel A. McFarland Curricular Flows: Trajectories, Turning Points, and Assignment Criteria in High School Math Careers , 2006 .

[94]  Peng Wang,et al.  Recent developments in exponential random graph (p*) models for social networks , 2007, Soc. Networks.

[95]  Robin M. Kowalski,et al.  Electronic bullying among middle school students. , 2007, The Journal of adolescent health : official publication of the Society for Adolescent Medicine.

[96]  Christian Steglich,et al.  Beyond dyadic interdependence: Actor-oriented models for co-evolving social networks and individual behaviors , 2007 .

[97]  K. Louis Trust and improvement in schools , 2007 .

[98]  A. Bergerson Exploring the impact of social class on adjustment to college: Anna’s story , 2007 .

[99]  E. Herman :The Averaged American: Surveys, Citizens, and the Making of a Mass Public , 2008 .

[100]  Brian V. Carolan,et al.  Behavioral versus cognitive classroom friendship networks , 2008 .

[101]  Martina Morris,et al.  ergm: A Package to Fit, Simulate and Diagnose Exponential-Family Models for Networks. , 2008, Journal of statistical software.

[102]  C. Coburn,et al.  District Policy and Teachers’ Social Networks , 2008 .

[103]  M. Stevens,et al.  Sieve, Incubator, Temple, Hub: Empirical and Theoretical Advances in the Sociology of Higher Education , 2008 .

[104]  Gabrielle Durepos Reassembling the Social: An Introduction to Actor‐Network‐Theory , 2008 .

[105]  Jeff A. Bilmes,et al.  Towards the automated social analysis of situated speech data , 2008, UbiComp.

[106]  Sin Yi Cheung,et al.  Horizontal Stratification in Postsecondary Education: Forms, Explanations, and Implications , 2008 .

[107]  Kenneth A. Frank,et al.  The Social Dynamics of Mathematics Coursetaking in High School1 , 2008, American Journal of Sociology.

[108]  Beate Völker,et al.  Revisiting Selection and Influence: An Inquiry into the Friendship Networks of High School Students and Their Association with Delinquency , 2008 .

[109]  Marijtje A. J. Van Duijn,et al.  Ethnic segregation in context: Social discrimination among native Dutch pupils and their ethnic minority classmates , 2009, Soc. Networks.

[110]  Kevin W. Boyack,et al.  Mapping the structure and evolution of chemistry research , 2009, Scientometrics.

[111]  Organization by Design: Supply and Demand-Side Models of Math Careers , 2009 .

[112]  Hein de Vries,et al.  Social influence and selection effects in the context of smoking behavior: changes during early and mid adolescence. , 2009, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[113]  Margaret Riel,et al.  Analyzing Teachers’ Professional Interactions in a School as Social Capital: A Social Network Approach , 2009, Teachers College Record: The Voice of Scholarship in Education.

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

[115]  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 .

[116]  Daniel Jurafsky,et al.  Extracting Social Meaning: Identifying Interactional Style in Spoken Conversation , 2009, NAACL.

[117]  Jure Leskovec,et al.  Meme-tracking and the dynamics of the news cycle , 2009, KDD.

[118]  Daniel A. McFarland,et al.  Organization by Design: Supply- and Demand-side Models of Mathematics Course Taking , 2009 .

[119]  A. Pentland,et al.  Life in the network: The coming age of computational social science: Science , 2009 .

[120]  Kara S. Finnigan,et al.  A bridge between worlds: understanding network structure to understand change strategy , 2010 .

[121]  Tom A. B. Snijders,et al.  Introduction to stochastic actor-based models for network dynamics , 2010, Soc. Networks.

[122]  Susan K. Walker Connected: The Surprising Power of Our Social Networks and How They Shape Our Lives , 2011 .

[123]  S. Goodreau,et al.  Birds of a feather, or friend of a friend? using exponential random graph models to investigate adolescent social networks* , 2009, Demography.