TY - STD TI - American Association for the Advancement of Science (2015). Vision and change in undergraduate biology education: chronicling change, inspiring the future. Washington, DC.: American Association for the Advancement of Science. ID - ref1 ER - TY - STD TI - Andrews, TC, Conaway, EP, Zhao, J, Dolan, EL. (2016). Colleagues as change agents: how department networks and opinion leaders influence teaching at a single research university. CBE-Life Sciences Education, 15(2). https://doi.org/10.1187/cbe.15-08-0170. ID - ref2 ER - TY - JOUR AU - Atkins, M. S. AU - Frazier, S. L. AU - Leathers, S. J. AU - Graczyk, P. A. AU - Talbott, E. AU - Jakobsons, L. AU - Bell, C. C. PY - 2008 DA - 2008// TI - Teacher key opinion leaders and mental health consultation in low-income urban schools JO - J Consult Clin Psychol VL - 76 UR - https://doi.org/10.1037/a0013036 DO - 10.1037/a0013036 ID - Atkins2008 ER - TY - JOUR AU - Balkundi, P. AU - Harrison, D. A. PY - 2006 DA - 2006// TI - Ties, leaders, and time in teams: strong inference about network structure’s effects on team viability and performance JO - Acad Manage J VL - 49 UR - https://doi.org/10.5465/amj.2006.20785500 DO - 10.5465/amj.2006.20785500 ID - Balkundi2006 ER - TY - JOUR AU - Balkundi, P. AU - Kilduff, M. PY - 2006 DA - 2006// TI - The ties that lead: a social network approach to leadership JO - Leadership Q VL - 17 UR - https://doi.org/10.1016/j.leaqua.2006.01.001 DO - 10.1016/j.leaqua.2006.01.001 ID - Balkundi2006 ER - TY - CHAP AU - Biancani, S. AU - McFarland, D. A. ED - Paulsen, M. B. PY - 2013 DA - 2013// TI - Social networks research in higher education BT - Higher Education: Handbook of Theory and Research PB - Springer CY - Dordrecht ID - Biancani2013 ER - TY - JOUR AU - Bisbee, D. C. PY - 2007 DA - 2007// TI - Looking for leaders: current practices in leadership identification in higher education JO - Planning and Changing VL - 38 ID - Bisbee2007 ER - TY - BOOK AU - Borgatti, S. P. AU - Everett, M. G. AU - Freeman, L. C. PY - 2002 DA - 2002// TI - Ucinet for Windows: Software for Social Network Analysis PB - Analytic Technologies CY - Harvard ID - Borgatti2002 ER - TY - JOUR AU - Borrego, M. AU - Froyd, J. E. AU - Hall, T. S. PY - 2010 DA - 2010// TI - Diffusion of engineering education innovations: a survey of awareness and adoption rates in US engineering departments JO - J Eng Educ VL - 99 UR - https://doi.org/10.1002/j.2168-9830.2010.tb01056.x DO - 10.1002/j.2168-9830.2010.tb01056.x ID - Borrego2010 ER - TY - JOUR AU - Burt, R. S. PY - 1999 DA - 1999// TI - The social capital of opinion leaders JO - Ann Am Acad Pol Soc Sci VL - 566 UR - https://doi.org/10.1177/000271629956600104 DO - 10.1177/000271629956600104 ID - Burt1999 ER - TY - JOUR AU - Christakis, N. A. AU - Fowler, J. H. PY - 2007 DA - 2007// TI - The spread of obesity in a large social network over 32 years JO - New Engl J Med VL - 357 UR - https://doi.org/10.1056/NEJMsa066082 DO - 10.1056/NEJMsa066082 ID - Christakis2007 ER - TY - STD TI - Christakis, NA, & Fowler, JH (2009). Connected: The Surprising Power of Our Social Networks and How They Shape Our Lives. Little Brown. ID - ref12 ER - TY - JOUR AU - Coburn, C. E. AU - Russel, J. L. AU - Kaufman, J. H. AU - Stein, M. K. PY - 2012 DA - 2012// TI - Supporting sustainability: teachers’ advice networks and ambitious instructional reform JO - Am J Educ VL - 119 UR - https://doi.org/10.1086/667699 DO - 10.1086/667699 ID - Coburn2012 ER - TY - BOOK AU - Daly, A. J. PY - 2010 DA - 2010// TI - Social Network Theory and Educational Change PB - Harvard Education Press CY - Cambridge ID - Daly2010 ER - TY - JOUR AU - Dancy, M. H. AU - Henderson, C. PY - 2010 DA - 2010// TI - Pedagogical practices and instructional change of physics faculty JO - Am J Phys VL - 78 UR - https://doi.org/10.1119/1.3446763 DO - 10.1119/1.3446763 ID - Dancy2010 ER - TY - JOUR AU - Elrod, S. AU - Kezar, A. PY - 2014 DA - 2014// TI - Developing leadership in STEM fields: the PKAL summer leadership institute JO - J Leadersh Stud VL - 8 UR - https://doi.org/10.1002/jls.21319 DO - 10.1002/jls.21319 ID - Elrod2014 ER - TY - JOUR AU - Finnigan, K. S. AU - Daly, A. J. PY - 2012 DA - 2012// TI - Mind the gap: organizational learning and improvement in an underperforming urban system JO - Am J Educ VL - 119 UR - https://doi.org/10.1086/667700 DO - 10.1086/667700 ID - Finnigan2012 ER - TY - JOUR AU - Foote, K. AU - Knaub, A. AU - Henderson, C. AU - Dancy, M. AU - Beichner, R. J. PY - 2016 DA - 2016// TI - Enabling and challenging factors in institutional reform: the case of SCALE-UP JO - Phys Rev Phys Educ Res VL - 12 UR - https://doi.org/10.1103/PhysRevPhysEducRes.12.010103 DO - 10.1103/PhysRevPhysEducRes.12.010103 ID - Foote2016 ER - TY - JOUR AU - Friedkin, N. E. PY - 1983 DA - 1983// TI - Horizons of observability and limits of informal control in organizations JO - Soc Forces VL - 62 UR - https://doi.org/10.1093/sf/62.1.54 DO - 10.1093/sf/62.1.54 ID - Friedkin1983 ER - TY - JOUR AU - Henderson, C. AU - Beach, A. AU - Finkelstein, N. PY - 2011 DA - 2011// TI - Facilitating change in undergraduate STEM instructional practices: an analytic review of the literature JO - J Res Sci Teach VL - 48 UR - https://doi.org/10.1002/tea.20439 DO - 10.1002/tea.20439 ID - Henderson2011 ER - TY - JOUR AU - Jonnalagadda, S. AU - Peeler, R. AU - Topham, P. PY - 2012 DA - 2012// TI - Discovering opinion leaders for medical topics using news articles JO - J Biomedi Semantics VL - 3 UR - https://doi.org/10.1186/2041-1480-3-2 DO - 10.1186/2041-1480-3-2 ID - Jonnalagadda2012 ER - TY - JOUR AU - Katona, Z. AU - Zubcsek, P. P. AU - Sarvary, M. PY - 2011 DA - 2011// TI - Network effects and personal influences: the diffusion of an online social network JO - J Mark Res VL - 48 UR - https://doi.org/10.1509/jmkr.48.3.425 DO - 10.1509/jmkr.48.3.425 ID - Katona2011 ER - TY - JOUR AU - Kelly, J. A. PY - 2004 DA - 2004// TI - Popular opinion leaders and HIV prevention peer education: resolving discrepant findings, and implications for the development of effective community programmes JO - AIDS Care VL - 16 UR - https://doi.org/10.1080/09540120410001640986 DO - 10.1080/09540120410001640986 ID - Kelly2004 ER - TY - JOUR AU - Kelly, J. A. AU - St Lawrence, J. S. AU - Diaz, Y. E. AU - Stevenson, L. Y. AU - Hauth, A. C. AU - Brasfield, T. L. AU - Andrew, M. E. PY - 1991 DA - 1991// TI - HIV risk behavior reduction following intervention with key opinion leaders of population: an experimental analysis JO - Am J Public Health VL - 81 UR - https://doi.org/10.2105/AJPH.81.2.168 DO - 10.2105/AJPH.81.2.168 ID - Kelly1991 ER - TY - JOUR AU - Knaub, A. V. AU - Foote, K. T. AU - Henderson, C. AU - Dancy, M. AU - Beichner, R. J. PY - 2016 DA - 2016// TI - Get a room: the role of classroom space in sustained implementation of studio style instruction JO - Int J STEM Educ VL - 3 UR - https://doi.org/10.1186/s40594-016-0042-3 DO - 10.1186/s40594-016-0042-3 ID - Knaub2016 ER - TY - JOUR AU - Martin, J. S. AU - Marion, R. PY - 2005 DA - 2005// TI - Higher education leadership roles in knowledge processing JO - Learn Organ VL - 12 UR - https://doi.org/10.1108/09696470510583520 DO - 10.1108/09696470510583520 ID - Martin2005 ER - TY - JOUR AU - Morris, J. F. AU - Deckro, R. F. PY - 2013 DA - 2013// TI - SNA data difficulties with dark networks JO - Behav Sci Terrorism Political Aggress VL - 5 UR - https://doi.org/10.1080/19434472.2012.731696 DO - 10.1080/19434472.2012.731696 ID - Morris2013 ER - TY - JOUR AU - Penuel, W. R. AU - Sun, M. AU - Frank, K. A. AU - Gallagher, H. A. PY - 2012 DA - 2012// TI - Using social network analysis to study how collegial interactions can augment teacher learning from external professional development JO - Am J Educ VL - 119 UR - https://doi.org/10.1086/667756 DO - 10.1086/667756 ID - Penuel2012 ER - TY - JOUR AU - Quardokus, K. AU - Henderson, C. PY - 2015 DA - 2015// TI - Promoting instructional change: using social network analysis to understand the informal structure of academic departments JO - High Educ VL - 70 UR - https://doi.org/10.1007/s10734-014-9831-0 DO - 10.1007/s10734-014-9831-0 ID - Quardokus2015 ER - TY - BOOK AU - Rogers, E. M. PY - 2003 DA - 2003// TI - Diffusion of Innovations PB - Free Press CY - New York ID - Rogers2003 ER - TY - BOOK AU - Scherr, R. E. AU - Plisch, M. AU - Goertzen, R. M. PY - 2014 DA - 2014// TI - Sustaining Programs in Physics Teacher Education: A Study of PhysTEC Supported Sites PB - American Physical Society CY - College Park, MD ID - Scherr2014 ER - TY - BOOK AU - Scott, J. PY - 2012 DA - 2012// TI - Social Network Analysis: A Handbook PB - Sage Publications CY - London ID - Scott2012 ER - TY - JOUR AU - Stork, D. AU - Richards, W. D. PY - 1992 DA - 1992// TI - Nonrespondents in communication network studies problems and possibilities JO - Group Org Manag VL - 17 UR - https://doi.org/10.1177/1059601192172006 DO - 10.1177/1059601192172006 ID - Stork1992 ER - TY - JOUR AU - Sun, M. AU - Frank, K. A. AU - Penuel, W. R. AU - Kim, C. M. PY - 2013 DA - 2013// TI - How external institutions penetrate schools through formal and informal leaders JO - Educ Adm Q VL - 49 UR - https://doi.org/10.1177/0013161X12468148 DO - 10.1177/0013161X12468148 ID - Sun2013 ER - TY - JOUR AU - Turpen, C. AU - Dancy, M. AU - Henderson, C. PY - 2016 DA - 2016// TI - Perceived affordances and constraints regarding instructors’ use of peer instruction: implications for promoting instructional change JO - Phys Rev Phys Educ Res VL - 12 UR - https://doi.org/10.1103/PhysRevPhysEducRes.12.010116 DO - 10.1103/PhysRevPhysEducRes.12.010116 ID - Turpen2016 ER - TY - JOUR AU - Valente, T. W. AU - Davis, R. L. PY - 1999 DA - 1999// TI - Accelerating the diffusion of innovations using opinion leaders JO - Ann Am Acad VL - 566 UR - https://doi.org/10.1177/000271629956600105 DO - 10.1177/000271629956600105 ID - Valente1999 ER - TY - JOUR AU - Valente, T. W. AU - Pumpuang, P. PY - 2007 DA - 2007// TI - Identifying opinion leaders to promote behavior change JO - Health Educ Behav VL - 34 UR - https://doi.org/10.1177/1090198106297855 DO - 10.1177/1090198106297855 ID - Valente2007 ER - TY - STD TI - Wasserman, S, & Faust, K (1994). Social Network Analysis: Methods and Applications, (vol. 8). Cambridge: Cambridge University Press. ID - ref38 ER - TY - JOUR AU - Watts, D. J. AU - Dodds, P. S. PY - 2007 DA - 2007// TI - Influentials, networks, and public opinion formation JO - J Consum Res VL - 34 UR - https://doi.org/10.1086/518527 DO - 10.1086/518527 ID - Watts2007 ER - TY - JOUR AU - Wieman, C. E. AU - Perkins, K. K. AU - Gilbert, S. PY - 2010 DA - 2010// TI - Transforming science education at large research universities: a case study in progress JO - Change VL - 42 UR - https://doi.org/10.1080/00091380903563035 DO - 10.1080/00091380903563035 ID - Wieman2010 ER - TY - JOUR AU - Xu, W. W. AU - Sang, Y. AU - Blasiola, S. AU - Park, H. W. PY - 2014 DA - 2014// TI - Predicting opinion leaders in Twitter activism networks: the case of the Wisconsin recall election JO - Am Behav Sci VL - 58 UR - https://doi.org/10.1177/0002764214527091 DO - 10.1177/0002764214527091 ID - Xu2014 ER - TY - JOUR AU - Zhu, C. AU - Engels, N. PY - 2013 DA - 2013// TI - Organizational culture and instructional innovations in higher education: perceptions and reactions of teachers and students JO - Educ Manag Adm Leadersh VL - 42 UR - https://doi.org/10.1177/1741143213499253 DO - 10.1177/1741143213499253 ID - Zhu2013 ER - TY - JOUR AU - Žnidaršič, A. AU - Ferligoj, A. AU - Doreian, P. PY - 2012 DA - 2012// TI - Non-response in social networks: the impact of different non-response treatments on the stability of blockmodels JO - Soc Networks VL - 34 UR - https://doi.org/10.1016/j.socnet.2012.02.002 DO - 10.1016/j.socnet.2012.02.002 ID - Žnidaršič2012 ER -