Statistical Success: Three-Year Analysis of Student Performance and Student Insights from a First-Year College Statistics Course
DOI:
https://doi.org/10.14738/assrj.105.14687Keywords:
statistics, student success, college, quantitative, qualitativeAbstract
This study included quantitative and qualitative analysis of three years of students in an introductory college-level statistics course. The quantitative analysis focused on what aspects might be relevant to student success. The instructor and the modality appear to be significantly related to student success. Somewhat surprisingly, fully onsite courses had a lower success rate than online or partially online courses. The qualitative analysis focused on the student comments on end of course surveys for the same three years. These comments were categorized based on topic and then rated from -3 reflecting a strong negative feeling, through to +3 indicating a strong positive feeling. These comments highlighted the importance students placed on live online lessons with the instructor. Students also appeared to take responsibility for their learning, noting the importance of their engagement to their success. This study provided unique insights to student success in an introductory college-level statistics course. Instructor and student engagement is key, along with opportunities for live connections.
References
R. Baxter, A. Bates and A. Al-Bataineh, "Developmental mathematics students: Who are they and what is their mathematics self-efficacy?" International Journal of Assessment Tools in Education, vol. 4, no. 1, pp. 37-53, 2017.
D. N. Dupuis, A. Medhanie, M. Harwell, B. Lebeau, D. Monson and T. R. Post, "A Multi-Institutional Study of the Relationship Between high School Mathematics Achievement and Preformanc ein Introductory College Statistics," Statistics Education Research Journal, vol. 11, no. 1, pp. 4-20, 2012.
M. Johnson and E. Kuennen, "Basic math skills and performance in an introductory statistics course," Journal of Statistics Education, vol. 14, no. 2, 2006.
J. J. Green, C. C. Stone, A. Zegeye and T. A. Charles, "How much math do students need to succeed in business and economics statistics? An ordered probit analysis," Journal of Statistics Education, vol. 17, no. 3, 2009.
E. Sandoz, G. Butcher and T. Protti, "A preliminary examination of willingness and importance as moderators of the relationship between statistic anxiety and performance," Journal of Contextual Behavioral Science, vol. 6, no. 1, pp. 47-52, 2017.
X. Huang and R. Mayer, "Benefits of adding anxiety-reducing features to a computer-based multimedia lesson on statistics," Computers in Human Behavior, no. 63, pp. 293-303, 2016.
F. H. A. Ghani and S. M. Maat, "Anxiety and achievement in statistics: A systematic review of quantitative studies," Creative Education, vol. 9, no. 14, pp. 2280-2290, 2018.
S. Cui, J. Zhang, D. Guan, X. Zhao and J. Si, "Antecedents of statistics anxiety: An integrated account," Personality and Individual Differences, vol. 144, pp. 79-87, 2019.
A. H. Cherif, J. D. Harris and M. Murphy, "Identifying and overcoming challenges in teaching and learning college level statistics: Faculty prespective," International Journal of Latest Research in Engineering and Technology, vol. 03, no. 12, pp. 14-40, 2017.
S. Hedges, "Statistics student performance and anxiety: Comparisons in course delivery and student characteristics," Statistics Education Research Journal, vol. 1, pp. 320-336, 2017.
M. Delucchi, "Measuring student learning in social statistics: A pretest-posttest study of knowledge gain," Teaching Sociology, vol. 42, no. 3, pp. 231-239, 2014.
G. Lai, Z. Zhu and D. Williams, "Enhance students' learning in business statistics class using video," Journal of Teaching and Learning with Technology, vol. 6, no. 1, pp. 31-44, 2017.
L. Lesser, D. Pearl and J. Weber, "Assessing fun items' Effectiveness in increasing learning of college introductory statistics students: Results of a randomized experiment," Journal of Statistics Education,
P. E. Freeman, "Facilitating authentic practice for early undergraduate statistics students," The American Statistician, vol. 75, no. 4, pp. 433-444, 2020.
G. Smith, "Learning statistics by doing statistics," Journal of Statistics Education, vol. 6, no. 3, 1998.
R. O'Connell, "STATS: What do students need to succeed?," in Northeastern Association of Business, Economic and Technology Proceedings (NABET). 39 Annual Meeting, State College, 2016.
P. L. Nielsen, N. W. Bean and R. A. A. Larsen, "The impact of a flipped classroom model of learning on a large undergraduate statistics class," Statistics Education Research Journal, vol. 17, no. 1, pp. 121-140, 2018.
P. Suanpang, P. Petocz and W. Kalceff, "Student attitudes to learning business statistics: Comparison of online and traditional methods," Educational technology & Society, vol. 7, no. 3, pp. 9-20, 2004.
S. Schacht and B. J. Steward, "What's funny about statistics? A technique for reducing student anxiety," Teaching Sociology, vol. 18, no. 1, pp. 52-56, 1990.
G. E. Macheski, K. S. Lowney, J. Buhrmann and M. E. Bush, "Overcoming student disengagement and anxiety in theory, methods, and statistics courses by building a community of learners," Teaching Sociology, vol. 36, no. 1, pp. 42-48, 2008.
M. W. Hastings, "Statistics: Challenge for students and the professor," Teaching of Psychology, vol. 9, no. 4, pp. 221-222, 1982.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2023 Jennifer D. Harris

This work is licensed under a Creative Commons Attribution 4.0 International License.
