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Volumn 13, Issue 2, 2014, Pages 167-178

Understanding classrooms through social network analysis: A primer for social network analysis in education research

Author keywords

[No Author keywords available]

Indexed keywords

EDUCATION; FEMALE; HUMAN; MALE; RESEARCH; SCHOOL; SOCIAL SUPPORT; STATISTICS; TIME FACTOR;

EID: 84901827259     PISSN: None     EISSN: 19317913     Source Type: Journal    
DOI: 10.1187/cbe.13-08-0162     Document Type: Article
Times cited : (217)

References (61)
  • 1
    • 78650373804 scopus 로고    scopus 로고
    • Network medicine: A network-based approach to human disease
    • Barabási A-L, Gulbahce N, Loscalzo J (2011). Network medicine: a network-based approach to human disease. Nat Rev Genet 12, 56-68.
    • (2011) Nat Rev Genet , vol.12 , pp. 56-68
    • Barabási, A.-L.1    Gulbahce, N.2    Loscalzo, J.3
  • 3
    • 0002226683 scopus 로고    scopus 로고
    • Pajek-program for large network analysis
    • Batagelj V, MrvarA (1998). Pajek-program for large network analysis. Connections 21, 47-57.
    • (1998) Connections , vol.21 , pp. 47-57
    • Batagelj, V.1    Mrvar, A.2
  • 4
    • 84936824655 scopus 로고
    • Power and centrality: A family of measures
    • Bonacich P (1987). Power and centrality: a family of measures. Am J Sociol 92, 1170-1182.
    • (1987) Am J Sociol , vol.92 , pp. 1170-1182
    • Bonacich, P.1
  • 7
    • 84856860384 scopus 로고    scopus 로고
    • Investigating student communities with network analysis of interactions in a physics learning center
    • Brewe E, Kramer L, Sawtelle V (2012). Investigating student communities with network analysis of interactions in a physics learning center. Phys Rev Spec Top Phys Educ Res 8, 010101.
    • (2012) Phys Rev Spec Top Phys Educ Res , vol.8 , pp. 010101
    • Brewe, E.1    Kramer, L.2    Sawtelle, V.3
  • 8
    • 77954787853 scopus 로고    scopus 로고
    • Peer effects in higher education: Does the field of study matter
    • Brunello G, De Paola M, Scoppa V (2010). Peer effects in higher education: does the field of study matter. Econ Inq 48, 621-634.
    • (2010) Econ Inq , vol.48 , pp. 621-634
    • Brunello, G.1    De Paola, M.2    Scoppa, V.3
  • 9
    • 84883619176 scopus 로고    scopus 로고
    • Talking and learning physics: Predicting future grades from network measures and Force Concept Inventory pretest scores
    • Bruun J, Brewe E (2013). Talking and learning physics: predicting future grades from network measures and Force Concept Inventory pretest scores. Phys Rev Spec Top Phys Educ Res 9, 020109.
    • (2013) Phys Rev Spec Top Phys Educ Res , vol.9 , pp. 020109
    • Bruun, J.1    Brewe, E.2
  • 10
    • 84901834691 scopus 로고    scopus 로고
    • (accessed 10 August 2013)
    • Butler D 2013. Sociomatrix Reader. https://github.com/djbutler/ sociomatrix-reader (accessed 10 August 2013)
    • (2013) Sociomatrix Reader.
    • Butler, D.1
  • 11
    • 45349108231 scopus 로고    scopus 로고
    • Social network analysis with sna
    • Butts CT (2008). Social network analysis with sna. J Stat Softw 24, 1-51.
    • (2008) J Stat Softw , vol.24 , pp. 1-51
    • Butts, C.T.1
  • 13
    • 84872800025 scopus 로고    scopus 로고
    • Social contagion theory: Examining dynamic social networks and human behavior
    • Christakis NA, Fowler JH (2013). Social contagion theory: examining dynamic social networks and human behavior. Stat Med 32, 556-577.
    • (2013) Stat Med , vol.32 , pp. 556-577
    • Christakis, N.A.1    Fowler, J.H.2
  • 15
    • 43349094507 scopus 로고    scopus 로고
    • The igraph software package for complex network research
    • Csardi G, Nepusz T (2006). The igraph software package for complex network research. InterJ, Complex Systems 1695.
    • (2006) InterJ, Complex Systems , pp. 1695
    • Csardi, G.1    Nepusz, T.2
  • 16
    • 84858590679 scopus 로고    scopus 로고
    • Be as careful of the company you keep as of the books you read: Peer effects in education and on the labor market
    • Cambridge, MA
    • De Giorgi G, Pellizzari M, Redaelli S (2009). Be as careful of the company you keep as of the books you read: peer effects in education and on the labor market. National Bureau of Economic Research Working Paper 14948, Cambridge, MA.
    • (2009) National Bureau of Economic Research Working Paper 14948
    • De Giorgi, G.1    Pellizzari, M.2    Redaelli, S.3
  • 18
    • 34547763691 scopus 로고    scopus 로고
    • Fraternity membership and binge drinking
    • DeSimone J (2007). Fraternity membership and binge drinking. J Health Econ 26, 950-967.
    • (2007) J Health Econ , vol.26 , pp. 950-967
    • DeSimone, J.1
  • 21
    • 0004134938 scopus 로고    scopus 로고
    • Thousand Oaks, CA: Sage
    • Fink A (2003). The Survey Kit, Thousand Oaks, CA: Sage.
    • (2003) The Survey Kit
    • Fink, A.1
  • 23
    • 33746590826 scopus 로고    scopus 로고
    • It's not your peers, and it's not your friends: Some progress toward understanding the educational peer effect mechanism
    • Foster G (2006). It's not your peers, and it's not your friends: some progress toward understanding the educational peer effect mechanism. J Public Econ 90, 1455-1475.
    • (2006) J Public Econ , vol.90 , pp. 1455-1475
    • Foster, G.1
  • 24
    • 84865730611 scopus 로고
    • Aset of measures of centrality based on betweenness
    • Freeman LC (1977). Aset of measures of centrality based on betweenness. Sociometry, 35-41.
    • (1977) Sociometry , pp. 35-41
    • Freeman, L.C.1
  • 26
    • 21144484070 scopus 로고
    • Social network analysis-concepts, methodology, and directions for the 1990s
    • Galaskiewicz J, Wasserman S (1993). Social network analysis-concepts, methodology, and directions for the 1990s. Sociol Method Res 22, 3-22.
    • (1993) Sociol Method Res , vol.22 , pp. 3-22
    • Galaskiewicz, J.1    Wasserman, S.2
  • 27
    • 34247960076 scopus 로고
    • The strength of weak ties
    • Granovetter MS (1973). The strength of weak ties. Am J Sociol 78, 1360-1380.
    • (1973) Am J Sociol , vol.78 , pp. 1360-1380
    • Granovetter, M.S.1
  • 28
    • 79957952610 scopus 로고    scopus 로고
    • Increased structure and active learning reduce the achievement gap in introductory biology
    • Haak DC, HilleRisLambers J, Pitre E, Freeman S (2011). Increased structure and active learning reduce the achievement gap in introductory biology. Science 332, 1213-1216.
    • (2011) Science , vol.332 , pp. 1213-1216
    • Haak, D.C.1    HilleRisLambers, J.2    Pitre, E.3    Freeman, S.4
  • 29
    • 0032330948 scopus 로고    scopus 로고
    • Interactive-engagement versus traditionalmethods: A six-thousand-student survey of mechanics test data for introductory physics courses
    • Hake RR (1998). Interactive-engagement versus traditionalmethods: A six-thousand-student survey of mechanics test data for introductory physics courses. Am J Phys 66, 64.
    • (1998) Am J Phys , vol.66 , pp. 64
    • Hake, R.R.1
  • 30
    • 45349097076 scopus 로고    scopus 로고
    • Statnet: Software tools for the representation, visualization, analysis and simulation of network data
    • HandcockMS, Hunter DR, Butts CT, Goodreau SM, MorrisM (2008). statnet: software tools for the representation, visualization, analysis and simulation of network data. J Stat Softw 24, 1548.
    • (2008) J Stat Softw , vol.24 , pp. 1548
    • Handcock, M.S.1    Hunter, D.R.2    Butts, C.T.3    Goodreau, S.M.4    Morris, M.5
  • 33
    • 0036967824 scopus 로고    scopus 로고
    • Latent space approaches to social network analysis
    • Hoff PD, Raftery AE, Handcock MS (2002). Latent space approaches to social network analysis. J Am Stat Assoc 97, 1090-1098.
    • (2002) J Am Stat Assoc , vol.97 , pp. 1090-1098
    • Hoff, P.D.1    Raftery, A.E.2    Handcock, M.S.3
  • 34
    • 45349102044 scopus 로고    scopus 로고
    • ergm: A package to fit, simulate and diagnose exponential-family models for networks
    • Hunter DR, HandcockMS, Butts CT, Goodreau SM, MorrisM (2008). ergm: a package to fit, simulate and diagnose exponential-family models for networks. J Stat Softw 24, nihpa54860.
    • (2008) J Stat Softw , vol.24
    • Hunter, D.R.1    Handcock, M.S.2    Butts, C.T.3    Goodreau, S.M.4    Morris, M.5
  • 35
    • 39149109964 scopus 로고    scopus 로고
    • Qualitative research in question-a narrative of disciplinary power with/in the IRB
    • Johnson TS (2008). Qualitative research in question-a narrative of disciplinary power with/in the IRB. Qual Inq 14, 212-232.
    • (2008) Qual Inq , vol.14 , pp. 212-232
    • Johnson, T.S.1
  • 37
    • 40249105691 scopus 로고    scopus 로고
    • The ties that torture: Simmelian tie analysis in organizations
    • Krackhardt D (1999). The ties that torture: Simmelian tie analysis in organizations. Res Sociol Organizat 16, 183-210.
    • (1999) Res Sociol Organizat , vol.16 , pp. 183-210
    • Krackhardt, D.1
  • 38
    • 34248355185 scopus 로고    scopus 로고
    • Estimating and interpreting peer and role model effects from randomly assigned social groups at West Point
    • Lyle DS (2007). Estimating and interpreting peer and role model effects from randomly assigned social groups at West Point. Rev Econ Statist 89, 289-299.
    • (2007) Rev Econ Statist , vol.89 , pp. 289-299
    • Lyle, D.S.1
  • 39
    • 0036267289 scopus 로고    scopus 로고
    • Peer and social networks in job search
    • Marmaros D, Sacerdote B (2002). Peer and social networks in job search. Eur Econ Rev 46, 870-879.
    • (2002) Eur Econ Rev , vol.46 , pp. 870-879
    • Marmaros, D.1    Sacerdote, B.2
  • 40
    • 84861155637 scopus 로고    scopus 로고
    • Subjectivity, power, and the IRB
    • Martin DG, Inwood J (2012). Subjectivity, power, and the IRB. Prof Geogr 64, 7-15.
    • (2012) Prof Geogr , vol.64 , pp. 7-15
    • Martin, D.G.1    Inwood, J.2
  • 41
    • 0035639140 scopus 로고    scopus 로고
    • Birds of a feather: Homophily in social networks
    • McPherson M, Smith-Lovin L, Cook JM (2001). Birds of a feather: homophily in social networks. Annu Rev Sociol 27, 415-444.
    • (2001) Annu Rev Sociol , vol.27 , pp. 415-444
    • McPherson, M.1    Smith-Lovin, L.2    Cook, J.M.3
  • 43
    • 0035895239 scopus 로고    scopus 로고
    • The structure of scientific collaboration networks
    • Newman ME (2001). The structure of scientific collaboration networks. Proc Natl Acad Sci USA 98, 404-409.
    • (2001) Proc Natl Acad Sci USA , vol.98 , pp. 404-409
    • Newman, M.E.1
  • 44
    • 0016231853 scopus 로고
    • On the centrality in a graph
    • Nieminen J (1974). On the centrality in a graph. Scand J Psychol 15, 332-336.
    • (1974) Scand J Psychol , vol.15 , pp. 332-336
    • Nieminen, J.1
  • 45
    • 0036780736 scopus 로고    scopus 로고
    • Risks and wrongs in social science research-an evaluator's guide to the IRB
    • Oakes JM (2002). Risks and wrongs in social science research-an evaluator's guide to the IRB. Evaluation Rev 26, 443-479.
    • (2002) Evaluation Rev , vol.26 , pp. 443-479
    • Oakes, J.M.1
  • 46
    • 3142723851 scopus 로고    scopus 로고
    • Evaluating active learning: A new initiative for a general chemistry curriculum
    • O'Sullivan DW, Copper CL (2003). Evaluating active learning: a new initiative for a general chemistry curriculum. J Coll Sci Teach 32, 448-452.
    • (2003) J Coll Sci Teach , vol.32 , pp. 448-452
    • O'Sullivan, D.W.1    Copper, C.L.2
  • 49
    • 78649381286 scopus 로고    scopus 로고
    • (version December 11 2011), Oxford, UK: University of Oxford, Department of Statistics, Nuffield College
    • Ripley R, Snijders T, Preciado P (2011). Manual for SIENAVersion 4.0 (version December 11 2011), Oxford, UK: University of Oxford, Department of Statistics, Nuffield College. www.stats.ox.ac.uk/siena.
    • (2011) Manual for SIENAVersion 4.0
    • Ripley, R.1    Snijders, T.2    Preciado, P.3
  • 50
    • 0013987194 scopus 로고
    • The centrality index of a graph
    • (accessed 10 August 2013)
    • Sabidussi G (1966). The centrality index of a graph. Psychometrika 31, 581-603 (accessed 10 August 2013).
    • (1966) Psychometrika , vol.31 , pp. 581-603
    • Sabidussi, G.1
  • 51
    • 0005508977 scopus 로고    scopus 로고
    • Peer effects with random assignment: Results for Dartmouth roommates
    • Sacerdote B (2001). Peer effects with random assignment: results for Dartmouth roommates. Q J Econ 116, 681-704.
    • (2001) Q J Econ , vol.116 , pp. 681-704
    • Sacerdote, B.1
  • 54
    • 0000413317 scopus 로고    scopus 로고
    • Stochastic actor-oriented models for network change
    • Snijders TA (1996). Stochastic actor-oriented models for network change. J Math Sociol 21, 149-172.
    • (1996) J Math Sociol , vol.21 , pp. 149-172
    • Snijders, T.A.1
  • 55
    • 33746629490 scopus 로고    scopus 로고
    • What can be learned about peer effects using college roommates? Evidence from new survey data and students from disadvantaged backgrounds
    • Stinebrickner R, Stinebrickner TR (2006). What can be learned about peer effects using college roommates? Evidence from new survey data and students from disadvantaged backgrounds. J Public Econ 90, 1435-1454.
    • (2006) J Public Econ , vol.90 , pp. 1435-1454
    • Stinebrickner, R.1    Stinebrickner, T.R.2
  • 56
    • 84929229544 scopus 로고
    • Correspondence and canonical-analysis of relational data
    • Wasserman S, Faust K, Galaskiewicz J (1990). Correspondence and canonical-analysis of relational data. J Math Sociol 15, 11-64.
    • (1990) J Math Sociol , vol.15 , pp. 11-64
    • Wasserman, S.1    Faust, K.2    Galaskiewicz, J.3
  • 57
    • 0030491229 scopus 로고    scopus 로고
    • Logit models and logistic regressions for social networks. I. An introduction to Markov graphs and p
    • Wasserman S, Pattison P (1996). Logit models and logistic regressions for social networks. I. An introduction to Markov graphs and p. Psychometrika 61, 401-425.
    • (1996) Psychometrika , vol.61 , pp. 401-425
    • Wasserman, S.1    Pattison, P.2
  • 58
    • 0032482432 scopus 로고    scopus 로고
    • Collective dynamics of "small-world" networks
    • Watts DJ, Strogatz SH (1998). Collective dynamics of "small-world" networks. Nature 393, 440-442.
    • (1998) Nature , vol.393 , pp. 440-442
    • Watts, D.J.1    Strogatz, S.H.2
  • 59
    • 77953839814 scopus 로고    scopus 로고
    • The Eigenfactor MetricsTM: A network approach to assessing scholarly journals
    • West JD, Bergstrom TC, Bergstrom CT (2010). The Eigenfactor MetricsTM: a network approach to assessing scholarly journals. Coll Res Libr 71, 236-244.
    • (2010) Coll Res Libr , vol.71 , pp. 236-244
    • West, J.D.1    Bergstrom, T.C.2    Bergstrom, C.T.3
  • 60
    • 34249889309 scopus 로고    scopus 로고
    • Peer effects and cigarette use among college students
    • Wilson J (2007). Peer effects and cigarette use among college students. Atl Econ J 35, 233-247.
    • (2007) Atl Econ J , vol.35 , pp. 233-247
    • Wilson, J.1
  • 61
    • 0037319467 scopus 로고    scopus 로고
    • Peer effects in academic outcomes: Evidence from a natural experiment
    • Zimmerman DJ (2003). Peer effects in academic outcomes: evidence from a natural experiment. Rev Econ Statistics 85, 9-23.
    • (2003) Rev Econ Statistics , vol.85 , pp. 9-23
    • Zimmerman, D.J.1


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