AAAS (2015). Vision and change: Chronicling change, inspiring the future. Washington, DC: AAAS.
Google Scholar
Andrews, T. C., Conaway, E. P., Zhao, J., & Dolan, E. L. (2016). Colleagues as change agents: How department networks and opinion leaders influence teaching at a single research university. CBE—Life Sciences Education, 15(2), ar15. https://doi.org/https://doi.org/10.1187/cbe.15-08-0170
Andrews, T. C., & Lemons, P. P. (2015). It’s personal: Biology instructors prioritize personal evidence over empirical evidence in teaching decisions. CBE—Life Sciences Education, 14(1), ar7. https://doi.org/https://doi.org/10.1187/cbe.14-05-0084
Asai, D. J. (2020). Race Matters. Cell, 181(4), 754–757. https://doi.org/https://doi.org/10.1016/j.cell.2020.03.044
Auerbach, A. J., Higgins, M., Brickman, P., & Andrews, T. C. (2018). Teacher knowledge for active-learning instruction: Expert–Novice Comparison Reveals Differences. CBE—Life Sciences Education, 17(1), ar12. https://doi.org/https://doi.org/10.1187/cbe.17-07-0149
Auerbach, A. J. J., & Andrews, T. C. (2018). Pedagogical knowledge for active-learning instruction in large undergraduate biology courses: A large-scale qualitative investigation of instructor thinking. International Journal of STEM Education, 5(1), 19. https://doi.org/https://doi.org/10.1186/s40594-018-0112-9
Austin, A. E. (1996). Institutional and departmental cultures: The relationship between teaching and research. New Directions for Institutional Research, 1996(90), 57–66. https://doi.org/https://doi.org/10.1002/ir.37019969009
Austin, A. E. (2011). Promoting evidence-based change in undergraduate science education: A paper commissioned by the National Academies National Research Council Board on Science Education. http://sites.nationalacademies.org/cs/groups/dbassesite/documents/webpage/ dbasse_072578.pdf
Bandura, A. (2001). Social cognitive theory: An agentic perspective. Annual Review of Psychology, 52(1), 1–26. https://doi.org/https://doi.org/10.1146/annurev.psych.52.1.1
Bathgate, M. E., Aragón, O. R., Cavanagh, A. J., Frederick, J., & Graham, M. J. (2019). Supports: A key factor in faculty implementation of evidence-based teaching. CBE—Life Sciences Education, 18(2), ar22. https://doi.org/https://doi.org/10.1187/cbe.17-12-0272
Benbow, R. J., & Lee, C. (2018). Teaching-focused social networks among college faculty: Exploring conditions for the development of social capital. Higher Education. https://doi.org/https://doi.org/10.1007/s10734-018-0331-5
Bouwma-Gearhart, J., Sitomer, A., Quardokus Fisher, K., Smith, C., & Koretsky, M. (2016). Studying organizational change: Rigorous attention to complex systems via a multi-theoretical research model. 2016 ASEE Annual Conference & Exposition Proceedings. 2016 ASEE Annual Conference & Exposition, New Orleans, Louisiana. https://doi.org/https://doi.org/10.18260/p.25945
Bradforth, S. E., Miller, E. R., Dichtel, W. R., Leibovich, A. K., Feig, A. L., Martin, J. D., Bjorkman, K. S., Schultz, Z. D., & Smith, T. L. (2015). University learning: Improve undergraduate science education. Nature, 523(7560), 282–284. https://doi.org/https://doi.org/10.1038/523282a
Buehl, M. M., & Beck, J. S. (2014). The relationship between teachers’ beliefs and teachers’ practices. International handbook of research on teachers' beliefs. Routledge. ch5 https://doi.org/https://doi.org/10.4324/9780203108437.
Burt, R. S. (2000). The network structure of social capital. Research in Organizational Behavior, 22, 345–423. https://doi.org/https://doi.org/10.1016/S0191-3085(00)22009-1
Bush, S. D., Pelaez, N. J., Rudd, J. A., Stevens, M. T., Williams, K. S., Allen, D. E., & Tanner, K. D. (2006). On hiring science faculty with education specialties for your science (not education) department. CBE—Life Sciences Education, 5(4), 297–305. https://doi.org/https://doi.org/10.1187/cbe.06-09-0189
Bush, Seth D., Rudd, J. A., Stevens, M. T., Tanner, K. D., & Williams, K. S. (2016). Fostering change from within: Influencing teaching practices of departmental colleagues by science faculty with education specialties. PLOS ONE, 11(3), e0150914. https://doi.org/https://doi.org/10.1371/journal.pone.0150914
Carbone, A., Drew, S., Ross, B., Ye, J., Phelan, L., Lindsay, K., & Cottman, C. (2019). A collegial quality development process for identifying and addressing barriers to improving teaching. Higher Education Research & Development, 0(0), 1–15. https://doi.org/https://doi.org/10.1080/07294360.2019.1645644
Chasteen, S. V., Wilcox, B., Caballero, M. D., Perkins, K. K., Pollock, S. J., & Wieman, C. E. (2015). Educational transformation in upper-division physics: The Science Education Initiative model, outcomes, and lessons learned. Physical Review Special Topics - Physics Education Research, 11(2). https://doi.org/https://doi.org/10.1103/PhysRevSTPER.11.020110
Chesler, M., & Young Jr, A. A. (2007). Faculty members’ social identities and classroom authority. New Directions for Teaching and Learning, 2007(111), 11–19. https://doi.org/https://doi.org/10.1002/tl.281
Committee on STEM Education of the National Science & Technology Council. (2018). Charting a course for success: America’s strategy for STEM education. Executive Office of the President of the United States.
Cook-Sather, A. (2020). Respecting voices: How the co-creation of teaching and learning can support academic staff, underrepresented students, and equitable practices. Higher Education, 79(5), 885–901. https://doi.org/https://doi.org/10.1007/s10734-019-00445-w
Cooper, K. M., Auerbach, A. J. J., Bader, J. D., Beadles-Bohling, A. S., Brashears, J. A., Cline, E., Eddy, S. L., Elliott, D. B., Farley, E., Fuselier, L., Heinz, H. M., Irving, M., Josek, T., Lane, A. K., Lo, S. M., Maloy, J., Nugent, M., Offerdahl, E., Palacios-Moreno, J., … Brownell, S. E. (2020). Fourteen recommendations to create a more inclusive environment for LGBTQ+ individuals in academic biology. CBE—Life Sciences Education, 19(3), es6. https://doi.org/https://doi.org/10.1187/cbe.20-04-0062
Cooper, K. M., Brownell, S. E., & Gormally, C. (2019). Coming out to the class: Identifying factors that influence college biology instructor decisions about revealing their lgbq identities in class. Journal of Women and Minorities in Science and Engineering, 25(3), 261–282. https://doi.org/https://doi.org/10.1615/JWomenMinorScienEng.2019026085
Corneille, M., Lee, A., Allen, S., Cannady, J., & Guess, A. (2019). Barriers to the advancement of women of color faculty in STEM: The need for promoting equity using an intersectional framework. Equality, Diversity and Inclusion: An International Journal, 38(3), 328–348. https://doi.org/https://doi.org/10.1108/EDI-09-2017-0199
Dancy, M., Henderson, C., & Turpen, C. (2016). How faculty learn about and implement research-based instructional strategies: The case of peer instruction. Physical Review Physics Education Research, 12(1). https://doi.org/https://doi.org/10.1103/PhysRevPhysEducRes.12.010110
Eagan, K., Stolzenberg, E. B., Lozano, J. B., Aragon, M. C., Suchard, M. R., & Hurtado, S. (2014). Undergraduate teaching faculty: The 2013–2014 HERI Faculty Survey. Los Angeles: Higher Education Research Institute, UCLA.
Google Scholar
Emery, N. C., Maher, J. M., & Ebert-May, D. (2019). Studying professional development as part of the complex ecosystem of STEM higher education. Innovative Higher Education. https://doi.org/https://doi.org/10.1007/s10755-019-09475-9
Emery, N. C., Maher, J. M., & Ebert-May, D. (2020). Early-career faculty practice learner-centered teaching up to 9 years after postdoctoral professional development. Science Advances, 6(25), eaba2091. https://doi.org/https://doi.org/10.1126/sciadv.aba2091
Freeman, S., Eddy, S. L., McDonough, M., Smith, M. K., Okoroafor, N., Jordt, H., & Wenderoth, M. P. (2014). Active learning increases student performance in science, engineering, and mathematics. Proceedings of the National Academy of Sciences, 111(23), 8410–8415. https://doi.org/https://doi.org/10.1073/pnas.1319030111
Gess-Newsome, J., Southerland, S. A., Johnston, A., & Woodbury, S. (2003). Educational reform, personal practical theories, and dissatisfaction: The anatomy of change in college science teaching. American Educational Research Journal, 40(3), 731–767.
Article
Google Scholar
Grunspan, D. Z., Kline, M. A., & Brownell, S. E. (2018). The lecture machine: a cultural evolutionary model of pedagogy in higher education. CBE—Life Sciences Education, 17(3), es6. https://doi.org/https://doi.org/10.1187/cbe.17-12-0287
Grunspan, D. Z., Wiggins, B. L., & Goodreau, S. M. (2014). Understanding classrooms through social network analysis: A primer for social network analysis in education research. CBE—Life Sciences Education, 13(2), 167–178. https://doi.org/https://doi.org/10.1187/cbe.13-08-0162
Guskey, T. R. (2002). Professional development and teacher change. Teachers and Teaching, 8(3), 381–391. https://doi.org/https://doi.org/10.1080/135406002100000512
Henderson, C. (2005). The challenges of instructional change under the best of circumstances: A case study of one college physics instructor. American Journal of Physics, 73(8), 778–786. https://doi.org/https://doi.org/10.1119/1.1927547
Henderson, C., Beach, A., & Finkelstein, N. (2011). Facilitating change in undergraduate STEM instructional practices: An analytic review of the literature. Journal of Research in Science Teaching, 48(8), 952–984. https://doi.org/https://doi.org/10.1002/tea.20439
Henderson, C., Dancy, M., & Niewiadomska-Bugaj, M. (2012). Use of research-based instructional strategies in introductory physics: Where do faculty leave the innovation-decision process? Physical Review Special Topics - Physics Education Research, 8(2). https://doi.org/https://doi.org/10.1103/PhysRevSTPER.8.020104
Jones, A., & Moreland, J. (2005). The importance of pedagogical content knowledge in assessment for learning practices: A case-study of a whole-school approach. Curriculum Journal, 16(2), 193–206. https://doi.org/https://doi.org/10.1080/09585170500136044
Juhler, M. V. (2017). Educating pre-service science teachers; promoting PCK development through the use of lesson study combined with content representation. Norway: University of Stavanger https://uis.brage.unit.no/uis-xmlui/handle/11250/2437229.
Google Scholar
Kezar, A. J. (2014). Higher education change and social networks: A review of research. The Journal of Higher Education, 85(1), 91–125. https://doi.org/https://doi.org/10.1080/00221546.2014.11777320
Kezar, A. J., & Holcombe, E. M. (2019). Leveraging multiple theories of change to promote reform: an examination of the AAU STEM initiative. Educational Policy, 089590481984359. https://doi.org/https://doi.org/10.1177/0895904819843594
Knaub, A. V., Henderson, C., & Fisher, K. Q. (2018). Finding the leaders: an examination of social network analysis and leadership identification in STEM education change. International Journal of STEM Education, 5(1). https://doi.org/https://doi.org/10.1186/s40594-018-0124-5
Knight, P. T., & Trowler, P. R. (2000). Department-level cultures and the improvement of learning and teaching. Studies in Higher Education, 25(1), 69–83. https://doi.org/https://doi.org/10.1080/030750700116028
Landrum, R. E., Viskupic, K., Shadle, S. E., & Bullock, D. (2017). Assessing the STEM landscape: The current instructional climate survey and the evidence-based instructional practices adoption scale. International Journal of STEM Education, 4(1), 25. https://doi.org/https://doi.org/10.1186/s40594-017-0092-1
Lane, A. Kelly, McAlpin, J. D., Earl, B., Feola, S., Lewis, J. E., Mertens, K., Shadle, S. E., Skvoretz, J., Ziker, J. P., Couch, B. A., Prevost, L. B., & Stains, M. (2020). Innovative teaching knowledge stays with users. Proceedings of the National Academy of Sciences, 202012372. https://doi.org/https://doi.org/10.1073/pnas.2012372117
Lane, A. Kelly, Skvoretz, J., Ziker, J. P., Couch, B. A., Earl, B., Lewis, J. E., McAlpin, J. D., Prevost, L. B., Shadle, S. E., & Stains, M. (2019). Investigating how faculty social networks and peer influence relate to knowledge and use of evidence-based teaching practices. International Journal of STEM Education, 6(1), 28. https://doi.org/https://doi.org/10.1186/s40594-019-0182-3
Lund, T. J., & Stains, M. (2015). The importance of context: an exploration of factors influencing the adoption of student-centered teaching among chemistry, biology, and physics faculty. International Journal of STEM Education, 2(1). https://doi.org/https://doi.org/10.1186/s40594-015-0026-8
Ma, S., Herman, G. L., Tomkin, J. H., Mestre, J. P., & West, M. (2018). Spreading teaching innovations in social networks: The bridging role of mentors. Journal for STEM Education Research, 1(1-2), 60-84. https://doi.org/https://doi.org/10.1007/s41979-018-0002-6
Marbach-Ad, G., & Hunt Rietschel, C. (2016). A case study documenting the process by which biology instructors transition from teacher-centered to learner-centered teaching. CBE—Life Sciences Education, 15(4), ar62. https://doi.org/https://doi.org/10.1187/cbe.16-06-0196
Marker, A., Pyke, P., Ritter, S., Viskupic, K., Moll, A., Landrum, R. E., Roark, T., & Shadle, S. (2015). Applying the CACAO change model to promote systemic transformation in STEM. Transforming institutions: Undergraduate STEM education for the 21st century, 176
McAlpine, L., Weston, C., Beauchamp, C., Wiseman, C., & Beauchamp, J. (1999). Building a metacognitive model of reflection. Higher Education, 37(2), 105–131.
Article
Google Scholar
McConnell, M., Montplaisir, L., & Offerdahl, E. (2019). Meeting the conditions for diffusion of teaching innovations in a university STEM department. Journal for STEM Education Research, 1-26. https://doi.org/https://doi.org/10.1007/s41979-019-00023-w
Middleton, J. A., Krause, S., Beeley, K., Judson, E., Ernzen, J., & Culbertson, R. (2015). Examining the relationship between faculty teaching practice and interconnectivity in a social network. 2015 IEEE Frontiers in Education Conference (FIE), 1–7. https://doi.org/https://doi.org/10.1109/FIE.2015.7344179
Milner, H. R., & Hoy, A. W. (2003). A case study of an African American teacher’s self-efficacy, stereotype threat, and persistence. Teaching and Teacher Education, 19(2), 263–276. https://doi.org/https://doi.org/10.1016/S0742-051X(02)00099-9
Morris, M. W., Hong, Y., Chiu, C., & Liu, Z. (2015). Normology: Integrating insights about social norms to understand cultural dynamics. Organizational Behavior and Human Decision Processes, 129, 1–13. https://doi.org/https://doi.org/10.1016/j.obhdp.2015.03.001
National Academies of Sciences. (2018). Indicators for monitoring undergraduate STEM education. National Academies Press. https://doi.org/https://doi.org/10.17226/24943
O’Meara, K., Lennartz, C. J., Kuvaeva, A., Jaeger, A., & Misra, J. (2019). Department conditions and practices associated with faculty workload satisfaction and perceptions of equity. The Journal of Higher Education, 90(5), 744–772. https://doi.org/https://doi.org/10.1080/00221546.2019.1584025
Offerdahl, E. G., McConnell, M., & Boyer, J. (2018). Can I have your recipe? Using a fidelity of implementation (FOI) framework to identify the key ingredients of formative assessment for learning. CBE—Life Sciences Education, 17(4), es16. https://doi.org/https://doi.org/10.1187/cbe.18-02-0029
Offerdahl, E. G., & Tomanek, D. (2011). Changes in instructors’ assessment thinking related to experimentation with new strategies. Assessment & Evaluation in Higher Education, 36(7), 781–795. https://doi.org/https://doi.org/10.1080/02602938.2010.488794
Owens, M. T., Trujillo, G., Seidel, S. B., Harrison, C. D., Farrar, K. M., Benton, H. P., Blair, J. R., Boyer, K. E., Breckler, J. L., Burrus, L. W., Byrd, D. T., Caporale, N., Carpenter, E. J., Chan, Y.-H. M., Chen, J. C., Chen, L., Chen, L. H., Chu, D. S., Cochlan, W. P., … Reiness, C. G. (2018). Collectively improving our teaching: attempting biology department–wide professional development in scientific teaching. CBE—Life Sciences Education, 17(1), ar2. https://doi.org/https://doi.org/10.1187/cbe.17-06-0106
Pataraia, N., Margaryan, A., Falconer, I., & Littlejohn, A. (2015). How and what do academics learn through their personal networks. Journal of Further and Higher Education, 39(3), 336–357. https://doi.org/https://doi.org/10.1080/0309877X.2013.831041
Ponjuan, L., Conley, V. M., & Trower, C. (2011). Career stage differences in pre-tenure track faculty perceptions of professional and personal relationships with colleagues. The Journal of Higher Education, 82(3), 319–346. https://doi.org/https://doi.org/10.1353/jhe.2011.0015
Pugh, D., & Hickson, D. (2007). People in organizations. In Writers on Organizations (6th ed., pp. 129–162). SAGE Publications, Inc. https://doi.org/https://doi.org/10.4135/9781483329628
Quardokus Fisher, K., Sitomer, A., Bouwma-Gearhart, J., & Koretsky, M. (2019). Using social network analysis to develop relational expertise for an instructional change initiative. International Journal of STEM Education, 6(1). https://doi.org/https://doi.org/10.1186/s40594-019-0172-5
Quardokus, K., & Henderson, C. (2015). Promoting instructional change: Using social network analysis to understand the informal structure of academic departments. Higher Education, 70(3), 315–335. https://doi.org/https://doi.org/10.1007/s10734-014-9831-0
Reinholz, D. L., & Apkarian, N. (2018). Four frames for systemic change in STEM departments. International Journal of STEM Education, 5(1), 3. https://doi.org/https://doi.org/10.1186/s40594-018-0103-x
Reinholz, D. L., Matz, R. L., Cole, R., & Apkarian, N. (2019). STEM is not a monolith: A preliminary analysis of variations in STEM disciplinary cultures and implications for change. CBE—Life Sciences Education, 18(4), mr4. https://doi.org/10.1187/cbe.19-02-0038.
Riihimaki, C. A., & Viskupic, K. (2020). Motivators and inhibitors to change: Why and how geoscience faculty modify their course content and teaching methods. Journal of Geoscience Education, 68(2), 115–132. https://doi.org/https://doi.org/10.1080/10899995.2019.1628590
Rogers, E. M. (2003). Diffusion of innovations. Free Press.
Roxå, T., & Mårtensson, K. (2009). Significant conversations and significant networks – exploring the backstage of the teaching arena. Studies in Higher Education, 34(5), 547–559. https://doi.org/https://doi.org/10.1080/03075070802597200
Roxå, T., & Mårtensson, K. (2015). Microcultures and informal learning: A heuristic guiding analysis of conditions for informal learning in local higher education workplaces. International Journal for Academic Development, 20(2), 193–205. https://doi.org/https://doi.org/10.1080/1360144X.2015.1029929
Roxå, T., Mårtensson, K., & Alveteg, M. (2011). Understanding and influencing teaching and learning cultures at university: A network approach. Higher Education, 62(1), 99–111. https://doi.org/https://doi.org/10.1007/s10734-010-9368-9
Schein, E. H. (2010). Organizational culture and leadership. John Wiley & Sons.
Schneider, B., Ehrhart, M. G., & Macey, W. H. (2013). Organizational climate and culture. Annual Review of Psychology, 64(1), 361–388. https://doi.org/https://doi.org/10.1146/annurev-psych-113011-143809
Seibert, S. E., Kraimer, M. L., & Liden, R. C. (2001). A social capital theory of career success. The Academy of Management Journal, 44(2), 219–237. https://doi.org/https://doi.org/10.2307/3069452
Shadle, S. E., Marker, A., & Earl, B. (2017). Faculty drivers and barriers: Laying the groundwork for undergraduate STEM education reform in academic departments. International Journal of STEM Education, 4(1). https://doi.org/https://doi.org/10.1186/s40594-017-0062-7
Sirum, K. L., & Madigan, D. (2010). Assessing how science faculty learning communities promote scientific teaching. Biochemistry and Molecular Biology Education, 38(3), 197–206. https://doi.org/https://doi.org/10.1002/bmb.20364
Smolla, M., & Akçay, E. (2019). Cultural selection shapes network structure. Science Advances, 5(8), eaaw0609. https://doi.org/https://doi.org/10.1126/sciadv.aaw0609
Stains, M., Harshman, J., Barker, M. K., Chasteen, S. V., Cole, R., DeChenne-Peters, S. E., Eagan, M. K., Esson, J. M., Knight, J. K., Laski, F. A., Levis-Fitzgerald, M., Lee, C. J., Lo, S. M., McDonnell, L. M., McKay, T. A., Michelotti, N., Musgrove, A., Palmer, M. S., Plank, K. M., … Young, A. M. (2018). Anatomy of STEM teaching in North American universities. Science, 359(6383), 1468–1470. https://doi.org/https://doi.org/10.1126/science.aap8892
Stains, M., & Vickrey, T. (2017). Fidelity of implementation: An overlooked yet critical construct to establish effectiveness of evidence-based instructional practices. CBE—Life Sciences Education, 16(1), rm1. https://doi.org/https://doi.org/10.1187/cbe.16-03-0113
Sturtevant, H., & Wheeler, L. (2019). The STEM Faculty Instructional Barriers and Identity Survey (FIBIS): Development and exploratory results. International Journal of STEM Education, 6(1), 35. https://doi.org/https://doi.org/10.1186/s40594-019-0185-0
Thomson, K. E., & Trigwell, K. R. (2018). The role of informal conversations in developing university teaching? Studies in Higher Education, 43(9), 1536–1547. https://doi.org/https://doi.org/10.1080/03075079.2016.1265498
Tomkin, J. H., Beilstein, S. O., Morphew, J. W., & Herman, G. L. (2019). Evidence that communities of practice are associated with active learning in large STEM lectures. International Journal of STEM Education, 6(1). https://doi.org/https://doi.org/10.1186/s40594-018-0154-z
Trowler, P., & Cooper, A. (2002). Teaching and learning regimes: Implicit theories and recurrent practices in the enhancement of teaching and learning through educational development programmes. Higher Education Research & Development, 21(3), 221–240. https://doi.org/https://doi.org/10.1080/0729436022000020742
Van Driel, J. H., & Berry, A. (2012). Teacher professional development focusing on pedagogical content knowledge. Educational Researcher, 41(1), 26–28. https://doi.org/https://doi.org/10.3102/0013189X11431010
Van Waes, S., Van den Bossche, P., Moolenaar, N. M., De Maeyer, S., & Van Petegem, P. (2015). Know-who? Linking faculty’s networks to stages of instructional development. Higher Education, 70(5), 807–826. https://doi.org/https://doi.org/10.1007/s10734-015-9868-8
Wallace, S. L., Lewis, A. K., & Allen, M. D. (2019). The state of the literature on student evaluations of teaching and an exploratory analysis of written comments: Who benefits most? College Teaching, 67(1), 1–14. https://doi.org/https://doi.org/10.1080/87567555.2018.1483317
Walter, E., Beach, A., Henderson, C., & Williams, C. (2014). Describing instructional practice and climate: Two new instruments. In Transforming Institutions: Undergraduate STEM Education for the 21st Century. (Vol. 24)
Wasserman, S., & Faust, K. (1994). Social network analysis: Methods and applications (pp. xxxi, 825). Cambridge University Press. https://doi.org/https://doi.org/10.1017/CBO9780511815478
Wieman, C., Deslauriers, L., & Gilley, B. (2013). Use of research-based instructional strategies: How to avoid faculty quitting. Physical Review Special Topics - Physics Education Research, 9(2). https://doi.org/https://doi.org/10.1103/PhysRevSTPER.9.023102
Woodbury, S., & Gess-Newsome, J. (2002). Overcoming the paradox of change without difference: A model of change in the arena of fundamental school reform. Educational Policy, 16(5), 763–782. https://doi.org/https://doi.org/10.1177/089590402237312