Predictors of Student Success in an Online Learning Environment in the English-Speaking Caribbean: Evidence from the University of the West Indies Open Campus

S. Joel Warrican, Coreen J. Leacock, Benita P. Thompson, Melissa L. Alleyne

Abstract


This paper investigated success rates and possible predictors of success among students at The University of the West Indies Open Campus. Archival data were mined from admissions and academic records of students from the 2008 intake to explore retention and completion rates, and for students enrolled in two online undergraduate courses in Semester 1 of the 2012/2013 academic year. The two courses had consistently high failure rates. Descriptive statistics and binary logistic regression were used to analyse the data. The results indicate that among the 2008 cohort, the retention rate was high (>75%) and the completion rate compared favourably with other similar institutions. Significant predictors of programme completion included sex and location of the students as well as cumulative GPA at the end of the first year of study. Predictors of success for individual courses included the location of the students and engagement with course resources.


Keywords


Caribbean; online learning; predictors of online success; retention; University of the West Indies Open Campus

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References


Al-Tamimi, H. A. & Al-Shayeb, A. R. (2002). Factors affecting student performance in the introductory finance course. Journal of Economic and Administrative Sciences, 18(2). Retrieved from http://jeas.cbe.uaeu.ac.ae/jeas2002_dec/re1.pdf.

American Institutes for Research (2013). Predictors of postsecondary success. Washington: AIR. Retrieved from http://www.ccrscenter.org/sites/default/files/CCRS%20Center_Predictors%20of%20Postsecondary%20Success_final_0.pdf

Atchley, W.; Wingenbach, G. & Akers, C. (2013). Comparison of course completion and student performance through online and traditional courses. The international Review of Research in Open and Distance Learning, 14(4), 104-116. Retrieved from http://www.irrodl.org/index.php/irrodl/article/view/1461

Bennett, D. S.; Padgham, G. L.; McCarty, C. S. & Carter, M. S. (2007). Teaching principles of economics: Internet vs. traditional classroom instruction. Journal of Economics and Economic Education Research, 8(1), 21-31.

Carr, S. (2000, February 11). As Distance Education Comes of Age, the Challenge Is Keeping the Students. Chronicle of Higher Education, 46(23), A39-A41.

Colorado, J. T. & Eberle, J. (2010). Student demographics and success in online learning environments. Emporia State Research Studies, 46(1), 4-10. Retrieved from http://academic.emporia.edu/esrs/vol46/colorado.pdf

DeBerard, M.; Spielmans, G. I. & Julka, D. C. (2004). Predictors of academic achievement and retention among college freshmen: a longitudinal study. College Student Journal, 38(1), 66-80.

Deka, S. & McMurry, P. (2006). Student success in face-to-face and distance teleclass environments: A matter of contact? The International Review of Research in Open and Distance Learning, 7(1). Retrieved from http://www.irrodl.org/index.php/irrodl/article/view/251

Durr, C. J. (n.d.). Factors affecting student performance in principles of macroeconomics courses. Retrieved from http://org.elon.edu/ipe/durr.pdf.

Ellis, L. V.; Durden, G. C. & Gaynor, P. E. (1998). Evidence on factors that influence the probability of a good performance in the principles of economics course. Business Quest (4 November). Retrieved from http://www.westga.edu/~bquest/1998/perform.html

Faux, T. L. & Black-Hughes, C. (2000). A comparison of using the Internet versus lectures to teach social work history. Research on Social Work, 10(4), 454-466.

Gagne, M. & Shepherd, M. (2001, April 1). A comparison between a distance and a traditional graduate accounting class. T.H.E. Journal. Retrieved from http://thejournal.com/Articles/ 2001/04/01/A-Comparison-Between-a-Distance-and-a-Traditional-Graduate-Accounting-Class.aspx

Grandzol, C. J. & Grandzol, J. R. (2010). Interaction in online courses: More is NOT always better. Online Journal of Distance Learning Administration, 13(2), 1-18. Retrieved from http://www.westga.edu/~distance/ojdla/summer132/Grandzol_Grandzol132.html

Haigh, M. (2007). Divided by a common degree program? Profiling online and face-to-face information science students. Education for Information, 25(2), 93 – 110.

Hawkins, A.; Graham, C. R.; Sudweeks, R. R. & Barbour, M. K. (2013). Academic performance, course completion rates and student perception of the quality and frequency of interaction in a virtual high school. Distance Education, 34(1), 64-83. http://dx.doi.org/10.1080/01587919.2013.770430

Jaggars, S. S.; Edgecombe, N. & Stacey, G. W. (2013). What we know about online course outcomes. Community College Research Center, Teachers College, Columbia University, April 2013, 1-8.

Jenkins, R. (2011, May 22). Why are so many students still failing online? The Chronicle of Higher Education. Retrieved from http://chronicle.com/article/Why-Are-So-Many-Students-Still/127584/

Kennedy, K. & Archambault, L. (2012). Offering preservice teachers field experiences in K-12 online learning: A national survey of teacher education programs. Journal of Teacher Education, 63(3), 185-200. http://dx.doi.org/10.1177/0022487111433651

McLaren, C. H. (2004). A comparison of student persistence and performance in online and classroom business statistics experiences. Decision Sciences Journal of Innovative Education, 2(1), 1-10.

McSporran, M. & Young, S. (2001). Does gender matter in online learning? Research in Learning Technology, 9(2), 3-15.

Means, B.; Toyama, Y.; Murphy, R.; Bakia, M. & Jones, K. (2010). Evaluation of evidence-based practices in online learning: A meta-analysis and review of online-learning studies. Washington, DC: U.S. Department of Education. Retrieved from https://www2.ed.gov/rschstat/eval/tech/evidence-based-practices/finalreport.pdf

Michigan Department of Education (n.d.). Michigan merit curriculum guidelines: Online experience. Lansing, MI: Author.

Mon, L. (2010, December 15). A virtual graduation ceremony for online distance students. EDUCAUSE Review Online. Retrieved from http://www.educause.edu/ero/article/virtual-graduation-ceremony-online-distance-students

Moore, J. L.; Dickson-Deane, C. & Galyen, K. (2011). e-Learning, online learning, and distance learning environments: Are they the same? Internet and Higher Education, 14, 129–135. http://dx.doi.org/10.1016/j.iheduc.2010.10.001

Kara, O.; Bagheri, F. & Tolin, T. (2011). Factors affecting students’ grades in principles of economics. American Journal of Business Education, 2(7), 25 – 34.

Paden, R. R. (2006). A Comparison of Student Achievement and Retention in an Introductory Math Course Delivered in Online, Face-to-face, and Blended Modalities. Dissertation Abstracts International, 67(10). (UMI No. 3237076). ProQuest.

Restauri, S. L. (2006). Faculty-student interaction components in online education: What are the effects on student satisfaction and academic outcomes? (Doctoral thesis, Capella University). Retrieved from http://professoryates.com/seu/Podcasts/Dissertation%20Research/SteveArticles11.12.10B/Restauri-StudentTeacherInteractionDissertation06.pdf

Russell, T. L. (2001). The no significant difference phenomenon: A comparative research annotated bibliography on technology for distance education. Raleigh, NC: IDECC.

Schmieder, E. J. (2008). You can’t teach that online: A proposal for consistency. International Journal of Instructional Technology and Distance Learning, 5(9). Retrieved from http://www.itdl.org/Journal/Sep_08/index.htm

Schoenfeld-Tacher, R.; McConnell. S. & Graham, M. (2001). Do no harm – A comparison of the effects of on-line vs. traditional delivery media on a science course. Journal of Science Education and Technology, 10(3), 257-265. http://dx.doi.org/10.1023/A:1016690600795

Seidman, A. (2012). Taking action: A retention formula and model for student success. In A. Seidman (ed.), College student retention: A formula for student success, 2nd ed. (pp. 267-284). Rowman & Littlefield Publishers: Lanham, MD.

Shum, S. S.; Land, L. & Dick, G. (2010). Online lecturing: suitable for all courses? Proceedings of the Southern Association for Information Systems Conference, Atlanta, GA, USA March 26th-27th, 2010. Retrieved from http://sais.aisnet.org/2010/2010-SAIS%20Proceedings/Shum-Land-and-Dick.pdf

Simmons-McDonald, H. (2014, March 15). A framework for open and distance learning at the University of the West Indies. An unpublished concept paper written for the Executive Management Committee of the University of the West Indies.

Simpson, O. (2012). Supporting students for success in online and distance education, 3rd ed. New York, NY: Routledge.

Subotzky, G. & Prinsloo, P. (2011). Turning the tide: A socio-critical model and framework for improving student success in open distance learning at the University of South Africa. Distance Education, 32(2), 177–193. http://dx.doi.org/10.1080/01587919.2011.584846

Swan, K. (2002). Building learning communities in online courses: The importance of interaction. Education, Communication & Information, 2(1), 23-49.

Terry, N. (2001). Assessing enrollment and attrition rates for the online MBA. T.H.E. Journal, 28(7), 64-68.

Tinto, V. (2002). Enhancing student persistence: Connecting the dots. Retrieved September 16, 2014, from https://traditions.ou.edu/content/dam/HousingFood/Documents/PDF%20-%20Research/Connencting%20the%20Dots%20-%20Tinto.pdf

Tinto, V. (2011). Taking student success seriously in the college classroom. Retrieved Sep 16, 2014, from http://californiacommunitycolleges.cccco.edu

Waschull, S. B. (2001). The online delivery of psychology courses: Attrition, performance, and evaluation. Teaching of Psychology, 28(2), 143-147.

Wilson, D. & Allen, D. (2011). Success rates of online versus traditional college students. Research in Higher Education Journal, 14, 1-8. Retrieved from http://www.aabri.com/ manuscripts/11761.pdf

Xu, D. & Jaggars, S. S. (2013). The impact of online learning on students’ course outcomes: Evidence from a large community and technical college system. Economics of Education Review, 37, 46-57.

Yukselturk, E. & Bulut, S. (2007). Predictors for student success in an online course. Educational Technology & Society, 10(2), 71-83.

Zimmerman, T. K. (2012). Exploring learner to content interaction as a success factor in online courses. The International Review of research in Open and Distance Learning, 13(4), 152-165. Retrieved from http://www.irrodl.org/index.php/irrodl/article/view/1302




DOI: http://dx.doi.org/10.5944/openpraxis.6.4.158

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