Race, Sex, and their Influences on Introductory Statistics Education

References

• Alldredge, J. and Brown, G. (2006), “Associations of Course Performance with Student Beliefs: An Analysis by Gender and Instructional Software Environment,” Statistics Education Research Journal, 5, 64–77.
   Google Scholar
• Bechrakisa, T., Gialamasb, V., and Barkatsas, A. N. (2011), “Survey of Attitudes Toward Statistics (SATS): An Investigation of Its Construct Validity and Its Factor Structure Invariance by Gender,” International Journal of Theoretical Educational Practice, 1, 1–15.
   Google Scholar
• Carlson, K. A. and Winquist, J. R. (2011), “Evaluating an Active Learning Approach to Teaching Introductory Statistics: A Classroom Workbook Approach,” Journal of Statistics Education, 19.
   Google Scholar
• Carnell, L. J. (2008), “The Effect of a Student-Designed Data Collection Project on Attitudes Toward Statistics,” Journal of Statistics Education, 16.
   PubMedGoogle Scholar
• Chance, B., Wong, J., and Tintle, N. (2016), “Student Performance in Curricula Centered on Simulation-Based Inference: A Preliminary Report,” Journal of Statistics Education, 24, 114–126.
   Web of Science ®Google Scholar
• Coetzee, S. and van der Merwe, P. (2010), “Industrial Psychology Students' Attitudes Towards Statistics,” SA Journal of Industrial Psychology, 36, 1–8.
   Google Scholar
• Cohen, G. L., Garcia, J., Purdie-Vaugns, V., Apfel, N., and Brzustoski, P. (2009), “Recursive Processes in Self-Affirmation: Intervening to Close the Minority Achievement Gap,” Science, 324, 400–403.
   PubMed Web of Science ®Google Scholar
• Dempster, M. and McGorry, N. (2009), “The Role of Previous Experience and Attitudes Towards Statistics in Statistics Assessment Outcomes among Undergraduate Psychology Students,” Journal of Statistics Education, 17.
   PubMedGoogle Scholar
• Dweck, C. (2006), Mindset: The New Psychology of Success, New York: Random House Incorporated.
   Google Scholar
• Garfield, J., Hogg, B., Schau, C., and Whittinghill, D. (2002), “First Courses in Statistical Science: The Status of Educational Reform Efforts,” Journal of Statistics Education, 10.
   Google Scholar
• Gibbs, A. and Tayback, N. (2014), “A new blend: An Introductory Statistics Course Integrating a MOOC, Active Learning Sessions, and Open Online Resources, with Seasoning from the Students' Areas of Study,” poster from The Second Biennial Electronic Conference on Teaching Statistics (eCOTS14), May 19–23. Available at https://www.causeweb.org/cause/ecots/ecots14/posters/9/.
   Google Scholar
• Gundlach, E., Richards, K. A. R., Nelson, D., and Levesque-Bristol, C. (2015), “A Comparison of Student Attitudes, Statistical Reasoning, Performance, and Perceptions for Web-augmented Traditional, Fully Online, and Flipped Sections of a Statistical Literacy Class,” Journal of Statistics Education, 23.
   Google Scholar
• Haley, M. R., Johnson, M. F., and Kuennen, E. W. (2007), “Student and Professor Gender Effects in Introductory Business Statistics,” Journal of Statistics Education, 15.
   Google Scholar
• Hofstede, G. (1986), “Cultural Differences in Teaching and Learning,” International Journal of Intercultural Relations, 10, 201–320.
   Web of Science ®Google Scholar
• Hyde, J., Fennema, E., Ryan, M., Frost, L., and Hopp, C. (2006), “Gender Comparisons of Mathematics Attitudes and Affect,” Psychology of Women Quarterly, 14(3), 299–324.
   Google Scholar
• Johnson, M. and Kuennen, E. (2006), “Basic Math Skills and Performance in an Introductory Statistics Course,” Journal of Statistics Education, 14.
   Google Scholar
• Lesser, L. and Winsor, M. (2009), “English Language Learners in Introductory Statistics: Lessons Learned from an Exploratory Case Study of Two Pre-Service Teachers,” Statistics Education Research Journal, 8, 5–32.
   Google Scholar
• Maher, F. A. and Thompson, M. K. (2001), “Tetreault,” in The Feminist Classroom: Dynamics of Gender, Race, and Privilege, Lanham, MD: Rowman & Littlefield.
   Google Scholar
• Mahmud, Z. and Zainol, M. S. (2008), “Examining Postgraduate Students' Perceived Competency in Statistical Data Analysis and Their Attitudes Toward Statistics,” International Journal of Education and Information Technologies, 1, 79–86.
   Google Scholar
• Mvududu, N. (2003), “A Cross-Cultural Study of the Connection Between Students' Attitudes Toward Statistics and the Use of Constructivist Strategies in the Course,” Journal of Statistics Education, 11.
   Google Scholar
• Ramirez, C., Schau, C., and Emmioğlu, E. (2012), “The Importance of Attitudes in Statistics Education,” Statistics Education Research Journal, 11, 57–71.
   Google Scholar
• Roberts, D. M. and Bilderback, E. W. (1980), “Reliability and Validity of a Statistics Attitude Survey,” Educational and Psychological Measurement, 40, 235–238.
   Web of Science ®Google Scholar
• Schau, C., Stevens, J., Dauphinee, T. L., and Del Vecchio, A. (1995), “The Development and Validation of the Survey of Attitudes Towards Statistics,” Educational & Psychological Measurement, 55, 868–875.
   Web of Science ®Google Scholar
• Scheaffer, R. and Stasny, E. (2004), “The State of Undergraduate Education in Statistics: A Report from the CBMS 2000,” The American Statistician, 58, 265–271.
   Web of Science ®Google Scholar
• Steele, C. (2010), Whistling Vivaldi: How Stereotypes Affect Us and What We Can Do, New York: W. W. Norton & Co. Publishers.
   Google Scholar
• Tempelaar, D. T., Gijselaers, W. J., and Schim van der Loeff, S. (2006), “Puzzles in Statistical Reasoning,” Journal of Statistics Education, 14.
   Google Scholar
• Tempelaar, D. T. and Nijhuis, J. (2007), “Commonalities in Attitudes and Beliefs Toward Different Academic Subjects,” in Educational Innovation in Economics and Business X: The Challenges of Educating People to Lead in a Challenging World, eds. M. K. McCuddy, H. Van der Bosch, J. W. B. Martz, A. V. Matveev, and K. O. Morse, Berlin: Springer, pp. 225–250.
   Google Scholar
• Tempelaar, D. T. and Schim van der Loeff, S. (2011, August), “The Development of Students' Subject Attitudes when Taking a Statistics Course,” Paper presented at 58th World Statistics Congress of the International Statistical Institute, Dublin, Ireland.
   Google Scholar
• Tempelaar, D. T., Schim van der Loeff, S., Gijselaers, W. H., and Nijhuis, J. F. H. (2011), “On Subject Variations in Achievement Motivations: A Study in Business Subjects,” Research in Higher Education, 52, 395–419.
   Web of Science ®Google Scholar
• Treisman, U. (1992), “Studying Students Studying Calculus: A Look at the Lives of Minority Mathematics Students in College,” The College Mathematics Journal, 23, 362–372. Available at http://www.jstor.org/stable/2686410
   Google Scholar
• Verhoeven, P. S. (2009), “Quality in Statistics Education Determinants of Student Outcomes in Methods and Statistics Education at Universities and Colleges,” unpublished doctoral dissertation, Boom Onderwijs, Amsterdam:.
   Google Scholar
• ——— (2011, August), “Attitudes Toward Statistics: The Effort of Learning,” Paper presented at the 58th World Statistics Congress of the International Statistical Institute, Dublin, Ireland.
   Google Scholar
• Verhoeven, P. and Tempelaar, D. (2014), “Cultural Diversity in Statistics Education: Bridging Uniqueness,” ICOTS 2014 Invited Paper, Available at https://iase-web.org/icots/9/proceedings/pdfs/ICOTS9_8G3_VERHOEVEN.pdf.
   Google Scholar
• Wagler, A. and Lesser, E. (2011), “Teaching Statistics to Culturally and Linguistically Diverse Students”, Proceedings of the 2011 Joint Statistical Meetings, Section on Statistical Education, 821–830.
   Google Scholar
• Walton, G. M. and Cohen, G. L. (2007), “A Question of Belonging: Race, Social Fit, and Achievement,” Journal of Personality and Social Psychology, 92, 82–96.
   PubMed Web of Science ®Google Scholar
• Ware, P. D. (2004), “Confidence and Competition Online: ESL Student Perspectives on Web-based Discussions in the Classroom,” Computers and Composition, 21, 451–468.
   Google Scholar
• White, B. (2014), “Exploring a ‘Flip’ in Introductory Statistics,” Poster from The Second Biennial Electronic Conference on Teaching Statistics (eCOTS14), May 19–23. Available at https://www.causeweb.org/cause/ecots/ecots14/posters/25/.
   Google Scholar
• Wise, S. L. (1985), “The Development and Validation of a Scale Measuring Attitudes Toward Statistics,” Educational and Psychological Measurement, 45, 401–405.
   Web of Science ®Google Scholar
• Zieffler, J. G., Alt, S., Dupuis, D., Holleque, K., and Chang, B. (2008), “What Does Research Suggest About the Teaching and Learning of Introductory Statistics at the College Level? A Review of the Literature,” Journal of Statistics Education, 16.
   PubMedGoogle Scholar