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Deep teaching in a college STEM classroom

  • Bryan M. DewsburyEmail author
Original Paper

Abstract

The retention of underrepresented students remains a significant challenge in the STEM (Science, Technology, Engineering and Math) disciplines. A broad range of studies across several disciplines have shown that conventional approaches to STEM instruction may have been unintentionally exclusive to students whose ethnicities are not traditionally represented in the STEM fields. This ‘exclusive’ classroom atmosphere has emerged as a major reason for the attrition of underrepresented minority students from STEM majors. In this manuscript, I describe a conceptual model called Deep Teaching, describing how pedagogical transformation incorporating practices that are more inclusive can occur. The model marks an evolution from other frameworks advancing inclusive instruction in higher education by advocating for the primacy of Freirean philosophy when thinking about self and student. Using specific examples, I discuss how a sequential approach to understanding ourselves and empathizing with students puts the instructor in a better position to create enduring, positive classroom climates. I also describe considerations necessary for various contexts, and suggestions for continued commitment to inclusive pedagogy in the long-term.

Keywords

Inclusive STEM Pedagogy Underrepresented students 

References

  1. Abramitzky, R., Boustan, L. P., & Eriksson, K. (2016). Cultural assimilation during the age of mass migration (No. w22381). National Bureau of Economic Research.Google Scholar
  2. Abrams, H. G., & Jernigan, L. P. (1984). Academic support services and the success of high-risk college students. American Educational Research Journal, 21(2), 261–274.CrossRefGoogle Scholar
  3. Allen-Ramdial, S. A. A., & Campbell, A. G. (2014). Reimagining the pipeline: Advancing STEM diversity, persistence, and success. BioScience, 64(7), 612–618.CrossRefGoogle Scholar
  4. American Association for the Advancement of Science. (2011). Vision and change in undergraduate biology education: A call to action—A summary of recommendations made at a national conference organized by the American Association for the Advancement of Science, Washington, DC, 15–17 July 2009.Google Scholar
  5. Arnold, K. E., & Pistilli, M. D. (2012). Course signals at Purdue: Using learning analytics to increase student success. In Proceedings of the 2nd international conference on learning analytics and knowledge, ACM, pp. 267–270.Google Scholar
  6. Aronson, B., & Laughter, J. (2016). The theory and practice of culturally relevant education: A synthesis of research across content areas. Review of Educational Research, 86(1), 163–206.CrossRefGoogle Scholar
  7. Banks, J. A. (1993). Chapter 1: Multicultural education—Historical development, dimensions, and practice. Review of Research in Education, 19(1), 3–49.CrossRefGoogle Scholar
  8. Barton, A. C. (1998). Teaching science with homeless children: Pedagogy, representation, and identity. Journal of Research in Science Teaching, 35(4), 379–394.CrossRefGoogle Scholar
  9. Barton, A. C. (2001). Science education in urban settings: Seeking new ways of praxis through critical ethnography. Journal of Research in Science Teaching, 38(8), 899–917.CrossRefGoogle Scholar
  10. Bates, L. J., & Santerre, R. E. (2000). A time series analysis of private college closures and mergers. Review of Industrial Organization, 17(3), 267–276.CrossRefGoogle Scholar
  11. Biggs, J. (1999). What the student does: Teaching for enhanced learning. Higher Education Research & Development, 18(1), 57–75.CrossRefGoogle Scholar
  12. Bishop, R. (2008). A culturally responsive pedagogy of relations. The Professional Practice of Teaching, 3, 154–171.Google Scholar
  13. Bishop, J. L., & Verleger, M. A. (2013). The flipped classroom: A survey of the research. In ASEE national conference proceedings, Vol. 30, No. 9, Atlanta, GA, pp. 1–18.Google Scholar
  14. Black, P., Harrison, C., Lee, C., Marshall, B., & Wiliam, D. (2004). Working inside the black box: Assessment for learning in the classroom. Phi Delta Kappan, 86(1), 8–21.CrossRefGoogle Scholar
  15. Blair, I. V. (2001). Implicit stereotypes and prejudice. In Cognitive social psychology: The Princeton symposium on the legacy and future of social cognition, pp. 359–374.Google Scholar
  16. Bonwell, C. C., & Sutherland, T. E. (1996). The active learning continuum: Choosing activities to engage students in the classroom. New Directions for Teaching and Learning, 1996(67), 3–16.CrossRefGoogle Scholar
  17. Braxton, J. M., Milem, J. F., & Sullivan, A. S. (2000). The influence of active learning on the college student departure process: Toward a revision of Tinto’s theory. The Journal of Higher Education, 71(5), 569–590.Google Scholar
  18. Brinko, K. T. (1993). The practice of giving feedback to improve teaching: What is effective? The Journal of Higher Education, 64(5), 574–593.Google Scholar
  19. Brookhart, S. M. (2017). How to give effective feedback to your students. ASCD.Google Scholar
  20. Brown, E. R., Smith, J. L., Thoman, D. B., Allen, J. M., & Muragishi, G. (2015). From bench to bedside: A communal utility value intervention to enhance students’ biomedical science motivation. Journal of Educational Psychology, 107(4), 1116.CrossRefGoogle Scholar
  21. Burdman, P. (2005). The student debt dilemma: Debt aversion as a barrier to college access. UC Berkeley: Center for Studies in Higher Education. Retrieved from https://escholarship.org/uc/item/6sp9787j.
  22. Case, K. A., Iuzzini, J., & Hopkins, M. (2012). Systems of privilege: Intersections, awareness, and applications. Journal of Social Issues, 68(1), 1–10.CrossRefGoogle Scholar
  23. Case, J., & Marshall, D. (2004). Between deep and surface: Procedural approaches to learning in engineering education contexts. Studies in Higher Education, 29(5), 605–615.CrossRefGoogle Scholar
  24. Chen, X., Soldner, M., & Attrition, S.T.E.M. (2013). College students ‘paths into and out of STEM Fields (NCES 2014-001). Washington, DC: National Center for Education Statistics, Institute of Education Sciences, US Department of Education.Google Scholar
  25. Cleveland, L. M., Olimpo, J. T., & DeChenne-Peters, S. E. (2017). Investigating the relationship between instructors’ use of active-learning strategies and students’ conceptual understanding and affective changes in introductory biology: A comparison of two active-learning environments. CBE—Life Sciences Education, 16(2), ar19.CrossRefGoogle Scholar
  26. Cohen, E. G. (1994). Restructuring the classroom: Conditions for productive small groups. Review of Educational Research, 64(1), 1–35.CrossRefGoogle Scholar
  27. Cohen, G. L., & Garcia, J. (2008). Identity, belonging, and achievement: A model, interventions, implications. Current Directions in Psychological Science, 17(6), 365–369.CrossRefGoogle Scholar
  28. Convertino, C. (2016). Beyond ethnic tidbits: Toward a critical and dialogical model in multicultural social justice teacher preparation. International Journal of Multicultural Education, 18(2), 125–142.CrossRefGoogle Scholar
  29. Darder, A. (2011). A dissident voice: Essays on culture, pedagogy, and power. Bern: Peter Lang.Google Scholar
  30. Dewey, J., & Boydston, J. A. (1984). John Dewey: The later works. Volume 4: 1929. The quest for certainty.Google Scholar
  31. Dewsbury, B. M. (2017). Context determines strategies for ‘activating’ the inclusive classroom. JMBE, 18(3), 1–4.CrossRefGoogle Scholar
  32. Dewsbury, B. (2018). The soul of my pedagogy. Scientific American. https://blogs.scientificamerican.com/voices/the-soul-of-my-pedagogy/.
  33. Dewsbury, B. M., Reid, A., & Weeks, O. (2013). Confluence: A seminar series as a teaching tool. Journal of Microbiology & Biology Education: JMBE, 14(2), 258.CrossRefGoogle Scholar
  34. Diez, M. E., & Moon, C. J. (1992). What do we want students to know?… And other important questions. Educational Leadership, 49(8), 38–41.Google Scholar
  35. Dobie, S. (2007). Reflections on a well-traveled path: Self-awareness, mindful practice, and relationship-centered care as foundations for medical education. Academic Medicine, 82(4), 422–427.CrossRefGoogle Scholar
  36. Dovidio, J. F., Gaertner, S. E., Kawakami, K., & Hodson, G. (2002). Why can’t we just get along? Interpersonal biases and interracial distrust. Cultural Diversity and Ethnic Minority Psychology, 8(2), 88.CrossRefGoogle Scholar
  37. Dunn, M. (1997). Black Miami in the twentieth century. Gainesville: University Press of Florida.Google Scholar
  38. Eddy, S. L., & Hogan, K. A. (2014). Getting under the hood: How and for whom does increasing course structure work? CBE-Life Sciences Education, 13(3), 453–468.CrossRefGoogle Scholar
  39. Emdin, C. (2010). Urban science education for the hip-hop generation. Rotterdam: Sense Publishers.Google Scholar
  40. English, T. J. (2009). Havana nocturne: How the mob owned Cuba… and then lost it to the revolution. New York: Harper Collins.Google Scholar
  41. Faulconer, J., Geissler, J., Majewski, D., & Trifilo, J. (2013). Adoption of an early-alert system to support university student success. Delta Kappa Gamma Bulletin80(2), 45–48.Google Scholar
  42. Feagin, J. R. (1992). The continuing significance of racism: Discrimination against Black students in White colleges. Journal of Black Studies, 22(4), 546–578.CrossRefGoogle Scholar
  43. Feagin, J. R. (2014). Racist America: Roots, current realities, and future reparations. Abingdon: Routledge.CrossRefGoogle Scholar
  44. Forneris, S. G., & Peden-McAlpine, C. J. (2006). Contextual learning: A reflective learning intervention for nursing education. International Journal of Nursing Education Scholarship3(1), 1–18.CrossRefGoogle Scholar
  45. Freeman, S., Eddy, S. L., McDonough, M., Smith, M. K., Okoroafor, N., Jordt, H., et al. (2014). Active learning increases student performance in science, engineering, and mathematics. Proceedings of the National Academy of Sciences, 111(23), 8410–8415.CrossRefGoogle Scholar
  46. Freire, P. (1961). A propósito de uma administração. Obra de Paulo Freire: Série Livros.Google Scholar
  47. Freire, P. (1971). To the coordinator of a “cultural circle”. Convergence, 4(1), 61.Google Scholar
  48. Freire, P. (1972a). Pedagogy of the oppressed. 1968. In: Trans. Myra Bergman Ramos. New York: Herder.Google Scholar
  49. Freire, P. (1972b). Education: Domestication or liberation? Prospects, 2(2), 173–181.CrossRefGoogle Scholar
  50. Freire, P. (1974). Conscientisation. CrossCurrents, 24(1), 23–31.Google Scholar
  51. Freire, P. (1993). Pedagogy of the city. London: Burns & Oates.Google Scholar
  52. Friere, P., & Shor, I. (1987). A pedagogy for liberation: Dialogues on transforming education. Westport: Greenwood Publishing Group.CrossRefGoogle Scholar
  53. Gay, G. (2010). Culturally responsive teaching: Theory, research, and practice. New York: Teachers College Press.Google Scholar
  54. Greenwald, A. G., McGhee, D. E., & Schwartz, J. L. (1998). Measuring individual differences in implicit cognition: The implicit association test. Journal of Personality and Social Psychology, 74(6), 1464.CrossRefGoogle Scholar
  55. Grunwald, M. (2006). The swamp: The Everglades, Florida, and the politics of paradise. New York: Simon and Schuster.Google Scholar
  56. Haidt, J. (2001). The emotional dog and its rational tail: A social intuitionist approach to moral judgment. Psychological Review, 108(4), 814.CrossRefGoogle Scholar
  57. Hall, A. (2007). Vygotsky goes online: Learning design from a socio-cultural perspective. In Learning and socio-cultural theory: Exploring modern Vygotskian perspectives international workshop 2007 , Vol. 1, No. 1, p. 6.Google Scholar
  58. Hausmann, L. R., Schofield, J. W., & Woods, R. L. (2007). Sense of belonging as a predictor of intentions to persist among African American and White first-year college students. Research in Higher Education, 48(7), 803–839.CrossRefGoogle Scholar
  59. Hinderlie, H. H., & Kenny, M. (2002). Attachment, social support, and college adjustment among Black students at predominantly White universities. Journal of College Student Development, 43(3), 327.Google Scholar
  60. Hoffman, M., Richmond, J., Morrow, J., & Salomone, K. (2002). Investigating “sense of belonging” in first-year college students. Journal of College Student Retention: Research, Theory & Practice, 4(3), 227–256.CrossRefGoogle Scholar
  61. Hurtado, S., Clayton-Pedersen, A. R., Allen, W. R., & Milem, J. F. (1998). Enhancing campus climates for racial/ethnic diversity: Educational policy and practice. The Review of Higher Education, 21(3), 279–302.CrossRefGoogle Scholar
  62. Hurtado, S., Newman, C. B., Tran, M. C., & Chang, M. J. (2010). Improving the rate of success for underrepresented racial minorities in STEM fields: Insights from a national project. New Directions for Institutional Research, 2010(148), 5–15.CrossRefGoogle Scholar
  63. Index, G. P. (2015). Great jobs, great lives: The relationship between student debt, experiences and perceptions of college worth. Washington, DC: Gallup, Inc.Google Scholar
  64. Inkelas, K. K., Daver, Z. E., Vogt, K. E., & Leonard, J. B. (2007). Living–learning programs and first-generation college students’ academic and social transition to college. Research in Higher Education, 48(4), 403–434.CrossRefGoogle Scholar
  65. Keyser, M. W. (2000). Active learning and cooperative learning: Understanding the difference and using both styles effectively. Research Strategies, 17(1), 35–44.CrossRefGoogle Scholar
  66. Kirkness, V. J., & Barnhardt, R. (1991). First nations and higher education: The four R’s—Respect, relevance, reciprocity, responsibility. Journal of American Indian Education, 30(3), 1–15.Google Scholar
  67. Kohli, R., & Solórzano, D. G. (2012). Teachers, please learn our names!: Racial microagressions and the K-12 classroom. Race Ethnicity and Education, 15(4), 441–462.CrossRefGoogle Scholar
  68. Kuh, G. D., Gonyea, R. M., & Palmer, M. (2001). The disengaged commuter student: Fact or fiction. Commuter Perspectives, 27(1), 2–5.Google Scholar
  69. Labouta, H. I., Adams, J. D., & Cramb, D.T. (2018). An integrative cultural model to better situate marginalized science students in postsecondary science education. Cultural Studies of Science Education, 1–12.Google Scholar
  70. Lake, R., & Dagostino, V. (2013). Converging self/other awareness: Erich Fromm and Paulo Freire on transcending the fear of freedom. In Paulo Freire’s Intellectual Roots: Towards Historicity in Praxis (pp. 101–126).Google Scholar
  71. Lantolf, J. P., Thorne, S. L., & Poehner, M. E. (2015). Sociocultural theory and second language development. In Theories in Second Language Acquisition: An Introduction (pp. 207–226).Google Scholar
  72. Leary, M. R., & Baumeister, R. F. (2017). The need to belong: Desire for interpersonal attachments as a fundamental human motivation. In Interpersonal development (pp. 57–89). Routledge.Google Scholar
  73. Lewontin, R. C. (1993). Biology as ideology. New York: Penguin books.Google Scholar
  74. Marchesani, L. S., & Adams, M. (1992). Dynamics of diversity in the teaching–learning process: A faculty development model for analysis and action. New Directions for Teaching and Learning, 1992(52), 9–20.CrossRefGoogle Scholar
  75. Marsh, G. E. (2003). Blended instruction: Adapting conventional instruction for large classes. Online Journal of Distance Learning Administration, 6(4), n4.Google Scholar
  76. Massey, D. S., & Denton, N. A. (1989). Hypersegregation in US metropolitan areas: Black and Hispanic segregation along five dimensions. Demography, 26(3), 373–391.CrossRefGoogle Scholar
  77. Mayhew, M. J., Seifert, T. A., Pascarella, E. T., Laird, T. F. N., & Blaich, C. F. (2012). Going deep into mechanisms for moral reasoning growth: How deep learning approaches affect moral reasoning development for first-year students. Research in Higher Education, 53(1), 26–46.CrossRefGoogle Scholar
  78. McAllister, G., & Irvine, J. J. (2002). The role of empathy in teaching culturally diverse students: A qualitative study of teachers’ beliefs. Journal of Teacher Education, 53(5), 433–443.CrossRefGoogle Scholar
  79. McGee Banks, C. A., & Banks, J. A. (1995). Equity pedagogy: An essential component of multicultural education. Theory Into Practice, 34(3), 152–158.CrossRefGoogle Scholar
  80. McGrath, K. F., & Van Bergen, P. (2015). Who, when, why and to what end? Students at risk of negative student–teacher relationships and their outcomes. Educational Research Review, 14, 1–17.CrossRefGoogle Scholar
  81. McMillan, D. W., & Chavis, D. M. (1986). Sense of community: A definition and theory. Journal of Community Psychology, 14(1), 6–23.CrossRefGoogle Scholar
  82. Mensah, F. M. (2009). Confronting assumptions, biases, and stereotypes in preservice teachers’ conceptualizations of science teaching through the use of book club. Journal of Research in Science Teaching, 46(9), 1041–1066.CrossRefGoogle Scholar
  83. Mensah, F. M. (2011). A case for culturally relevant teaching in science education and lessons learned for teacher education. The Journal of Negro Education, 80(3), 296–309.Google Scholar
  84. Moje, E. B. (1996). “I teach students, not subjects”: Teacher–student relationships as contexts for secondary literacy. Reading Research Quarterly, 31(2), 172–195.CrossRefGoogle Scholar
  85. Moll, L. C., Amanti, C., Neff, D., & Gonzalez, N. (1992). Funds of knowledge for teaching: Using a qualitative approach to connect homes and classrooms. Theory into practice, 31(2), 132–141.CrossRefGoogle Scholar
  86. Morales-Doyle, D. (2017). Justice-centered science pedagogy: A catalyst for academic achievement and social transformation. Science Education, 101(6), 1034–1060.CrossRefGoogle Scholar
  87. Murphy, L., Eduljee, N. B., Croteau, K., & Parkman, S. (2017). Extraversion and introversion personality type and preferred teaching and classroom participation: A pilot study. Journal of Psychosocial Research, 12(2), 437–450.Google Scholar
  88. Neidert, L. J., & Farley, R. (1985). Assimilation in the United States: An analysis of ethnic and generation differences in status and achievement. American Sociological Review, 50(6), 840–850.CrossRefGoogle Scholar
  89. Neill, S. (2017). Classroom nonverbal communication. Abington: Routledge.CrossRefGoogle Scholar
  90. Nelson, D. J., & Rogers, D. C. (2003). A national analysis of diversity in science and engineering faculties at research universities. Washington, DC: National Organization for Women.Google Scholar
  91. Nouri, A., & Sajjadi, S. M. (2014). Emancipatory pedagogy in practice: Aims, principles and curriculum orientation. The International Journal of Critical Pedagogy5(2), 76–87.Google Scholar
  92. Otero, V., Pollock, S., & Finkelstein, N. (2010). A physics department’s role in preparing physics teachers: The Colorado learning assistant model. American Journal of Physics, 78(11), 1218–1224.CrossRefGoogle Scholar
  93. Pike, G. R. (1999). The effects of residential learning communities and traditional residential living arrangements on educational gains during the first year of college. Journal of College Student Development, 40(3), 269.Google Scholar
  94. Pliner, S. M., & Johnson, J. R. (2004). Historical, theoretical, and foundational principles of universal instructional design in higher education. Equity & Excellence in Education, 37(2), 105–113.CrossRefGoogle Scholar
  95. Prescott, B. T., & Bransberger, P. (2008). Knocking at the college door: Projections of high school graduates by State, Income, and Race. Ethnicity. Boulder, CO: Western Interstate Commission for Higher Education.Google Scholar
  96. Purdie, J. R., & Rosser, V. J. (2011). Examining the academic performance and retention of first-year students in living–learning communities and first-year experience courses. College Student Affairs Journal, 29(2), 95.Google Scholar
  97. Reilly, E. A. (2000). Deposing the” Tyranny of extroverts”: Collaborative learning in the traditional classroom format. Journal of Legal Education, 50(4), 593–614.Google Scholar
  98. Rendon, L. I. (1994). Validating culturally diverse students: Toward a new model of learning and student development. Innovative Higher Education, 19(1), 33–51.CrossRefGoogle Scholar
  99. Rivera Maulucci, M. S. (2013). Emotions and positional identity in becoming a social justice science teacher: Nicole’s story. Journal of Research in Science Teaching, 50(4), 453–478.CrossRefGoogle Scholar
  100. Rose, D. (2000). Universal design for learning. Journal of Special Education Technology, 15(4), 47–51.CrossRefGoogle Scholar
  101. Rudman, L. A. (2004). Sources of implicit attitudes. Current Directions in Psychological Science, 13(2), 79–82.CrossRefGoogle Scholar
  102. Sadker, D., & Sadker, M. (1985). Is the OK classroom OK? The Phi Delta Kappan, 66(5), 358–361.Google Scholar
  103. Sassi, K., & Thomas, E. E. (2008). Walking the talk: Examining privilege and race in a ninth-grade classroom. English Journal, 97(6), 25–31.Google Scholar
  104. Schultz, R. B. (2012). Active pedagogy leading to deeper learning: Fostering metacognition and infusing active learning into the GIS&T classroom. In Teaching Geographic Information Science and Technology in Higher Education (pp. 133–144).Google Scholar
  105. Selden, S. (1999). Inheriting shame: The story of eugenics and racism in America. New York: Teachers College Press, Teachers College, Columbia University, 1999. 177 p.Google Scholar
  106. Seymour, E., & Hewitt, N. M. (1997). Talking about leaving: Why undergraduates leave the sciences. Boulder, CO: Westview.Google Scholar
  107. Sidelinger, R. J., Frisby, B. N., & Heisler, J. (2016). Students’ out of the classroom communication with instructors and campus services: Exploring social integration and academic involvement. Learning and Individual Differences, 47, 167–171.CrossRefGoogle Scholar
  108. Silver, P., Bourke, A., & Strehorn, K. C. (1998). Universal instructional design in higher education: An approach for inclusion. Equity & Excellence, 31(2), 47–51.CrossRefGoogle Scholar
  109. Siraj-Blatchford, I. (2009). Conceptualising progression in the pedagogy of play and sustained shared thinking in early childhood education: A Vygotskian perspective. Play and learning in educational settings, 26(2), 77.Google Scholar
  110. Smith, L. T. (2013). Decolonizing methodologies: Research and indigenous peoples. London: Zed Books Ltd.Google Scholar
  111. Smith, D. R., & Ayers, D. F. (2006). Culturally responsive pedagogy and online learning: Implications for the globalized community college. Community College Journal of Research and Practice, 30(5–6), 401–415.CrossRefGoogle Scholar
  112. Soldner, M., Rowan-Kenyon, H., Inkelas, K. K., Garvey, J., & Robbins, C. (2012). Supporting students’ intentions to persist in STEM disciplines: The role of living-learning programs among other social-cognitive factors. The Journal of Higher Education, 83(3), 311–336.CrossRefGoogle Scholar
  113. Steele, C. M. (1997). A threat in the air: How stereotypes shape intellectual identity and performance. American Psychologist, 52(6), 613.CrossRefGoogle Scholar
  114. Sulzer, J. L., & Burglass, R. K. (1968). Responsibility attribution, empathy, and punitiveness. Journal of Personality, 36(2), 272–282.CrossRefGoogle Scholar
  115. Tanner, K. D. (2013). Structure matters: Twenty-one teaching strategies to promote student engagement and cultivate classroom equity. CBE-Life Sciences Education, 12(3), 322–331.CrossRefGoogle Scholar
  116. Thomas, S. B., & Quinn, S. C. (1991). The Tuskegee Syphilis Study, 1932–1972: Implications for HIV education and AIDS risk education programs in the black community. American Journal of Public Health, 81(11), 1498–1505.CrossRefGoogle Scholar
  117. Truog, R. D., Kesselheim, A. S., & Joffe, S. (2012). Paying patients for their tissue: The legacy of Henrietta Lacks. Science, 337(6090), 37–38.CrossRefGoogle Scholar
  118. Ullucci, K. (2006). Book review: Racism without racists: Color-blind racism and the persistence of racial inequality in the United States. Urban Education, 41(5), 533–540.CrossRefGoogle Scholar
  119. Vygotsky, L. (1978). Interaction between learning and development. Readings on the Development of Children, 23(3), 34–41.Google Scholar
  120. Walberg, H. J., & Anderson, G. J. (1968). Classroom climate and individual learning. Journal of Educational Psychology, 59(6p1), 414.CrossRefGoogle Scholar
  121. Wang, L. (2007). Sociocultural learning theories and information literacy teaching activities in higher education. Reference & User Services Quarterly, 149–158.Google Scholar
  122. Weeks, O. I., et al. (2011). QBIC, an interdisciplinary and quantitative biological sciences curriculum: Concept to implementation. Journal of Education and Sciences, 12(1), 11–14.Google Scholar

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© Springer Nature B.V. 2019

Authors and Affiliations

  1. 1.Science Education and Society Research Program, Department of Biological SciencesUniversity of Rhode IslandKingstonUSA

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