International Journal of Modern Education and Computer Science (IJMECS)

ISSN: 2075-0161 (Print), ISSN: 2075-017X (Online)

Published By: MECS Press

IJMECS Vol.8, No.5, May. 2016

The Impact of Lecture Attendance on Exams for Novice Programming Students

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Ashok Kumar Veerasamy, Daryl D'Souza, Rolf Lindén, Erkki Kaila, Mikko-Jussi Laakso, Tapio Salakoski

Index Terms

Educational technologies;Lecture attendance;Shapiro-Wilk test;Multiple regression


In this paper, the correlation between lecture attendance and assessment tasks on final exam performance of introductory programming students has been analyzed to identify if lecture attendance, and completion of in-class and take home formative assessment tasks affects student performance in the final examination. In this study, only lecture attendance, homework exercises and class demonstration scores, and final exam marks have been considered. This study used Spearman's Rank correlation coefficient and multiple regression techniques via SPSS software to analyze the student data of the academic years 2012, 2013 and 2014 of an introductory programming course to test the hypotheses. It is found that, there is a significant correlation between homework exercises and final exam scores. However, formal lecture attendance and final exam performance were negatively correlated. Moreover, multiple regression results of assessment tasks such as homework exercises, class activities and lecture attendance on final exam scores, did not provide any significant value to support the statement "Marks achieved in homework, class demonstrations, and lecture attendance, have a significant positive impact on final examination results". 

Cite This Paper

Ashok Kumar Veerasamy, Daryl D'Souza, Rolf Lindén, Erkki Kaila, Mikko-Jussi Laakso, Tapio Salakoski ,"The Impact of Lecture Attendance on Exams for Novice Programming Students", International Journal of Modern Education and Computer Science(IJMECS), Vol.8, No.5, pp.1-11, 2016.DOI: 10.5815/ijmecs.2016.05.01


[1]L. Stanca, "The Effects of Attendance on Academic Performance: Panel Data Evidence for Introductory Microeconomics," The Journal of Economic Education, vol. 37, no. 3, pp. 251-266, 2006. 

[2]I. Gratchev and A. Balasubramaniam, "Developing assessment tasks to improve the performance of engineering students," in 23rd Annual Conference of the Australasian Association for Engineering Education 2012, Melbourne, 2012. 

[3]E. Trumbull and A. Lash, Understanding Formative Assessment: Insights from Learning Theory and Measurement Theory, San Francisco: WestEd, 2013. 

[4]E. Latif and S. Miles, "Class Attendance and Academic Performance: A Panel Data Analysis," Economic Papers, vol. 32, no. 4, pp. 470-476, 2013. 

[5]M. Narula and P. Nagar, "Relationship Between Students' Performance and Class Attendance in a Programming Language Subject in a Computer Course," International Journal of Computer Science and Mobile Computing, vol. 2, no. 8, pp. 206-210, 2013. 

[6]J. Al-Ammary, "Educational Technology: A Way To Enhance Student Achievement At the University of Bahrain," in 3rd International Conference on New Horizons in Education - INTE 2012, Prague, Czech Republic, 2012. 

[7]M. Dominic, S. Francis and A. Pilomenraj, "E-Learning in Web 3.0," International Journal of Modern Education and Computer Science, vol. 2, pp. 8-14, 2014. 

[8]S. Pudaruth, L. Nagowah, R. Sungkur, R. Moloo and A. Chiniah, "The Effect of Class Attendance on the Performance of Computer Science Students," in 2nd International Conference on Machine Learning and Computer Science(IMLCS'2013), Kuala Lumpur (Malaysia), 2013. 

[9]R. Anand, S. Saxena and S. Saxena, "E-Learning and Its Impact on Rural Areas," International Journal of Modern Education and Computer Science, vol. 5, pp. 46-52, 2012. 

[10]Á. Matthíasdóttir, "How to teach programming languages to novice students? Lecturing or not?," in International Conference on Computer Systems and Technologies - CompSysTech'06, Veliko Tarnovo, Bulgaria, 2006. 

[11]A. Ali and D. Smith, "Teaching an Introductory Programming Language," Journal of Information Technology Education: Innovations in Practice, vol. 13, pp. 57-67, 2014. 

[12]W. P. Dann, S. Cooper and R. Pausch, Learning to Program with Alice, W. P. Dann, S. Cooper and R. Pausch, Eds., New Jersy, USA: Prentice Hall, 2006. 

[13]R. B, "Making service learning accessible to computer scientists," in SIGCSE 07, Covington, 2007. 

[14]M. P. Uysal, "Improving First Computer Programming Experiences: The Case of Adapting a Web-Supported and Well- Structured problem-Solving Method to a Traditional Course," Contemporary Educational Technology, vol. 5, no. 3, pp. 198-217, 2014. 

[15]B. Susan, R. Reilly and D. Traynor, "Examining the role of self-regulated learning on introductory programming performance," in Proceedings of the first international workshop on Computing education research, Seattle, Washington, USA, 2005. 

[16]M. Havenga, B. Breed, E. Mentz, D. Govender, I. Govender, F. Dignum and V. Dignum, "Metacognitive and problem-solving skills to promote self-directed learning in computer programming: teachers' experiences," SA-eDUC JOURNAL, vol. 10, no. 2, pp. 1-14, 2013. 

[17]S. M. M and A. A. R., "Relationship of the creativity and metacognitive skills of computer students with their programming courses' grades," Scientific Journal of Education Strategies in Medical Sciences, vol. 4, no. 3, pp. 121-127, 2011. 

[18]M. Muller, "A Preliminary Study on the Impact of a Pair Design Phase on Pair Programming and Solo Programming," Information and Software Technology, vol. 48, no. 5, pp. 335-344, 2006. 

[19]N. Salleh, E. Mendes and J. C. Grundy, "Empirical Studies of Pair Programming for CS/SE Teaching in Higher Education: A Systematic Literature Review," IEEE Transactions on Software Engineering, vol. 37, no. 4, pp. 509-525, 2011. 

[20]A. Tiwari, P. Lai, M. So and K. Yuen, "A comparison of the effects of problem-based learning and lecturing on the development of students' critical thinking," Medical Education, vol. 40, no. 6, pp. 547-554, 2006.

[21]L. Lee, "Using Web-based Instruction to Promote Active Learning: Learners' Perspectives," CALICO Journal, vol. 23, no. 1, pp. 139-156, 2005.

[22]B. Isong, "A Methodology for Teaching Computer Programming: first year students' perspective," International Journal of Modern Education and Computer Science, vol. 9, pp. 15-21, 2014. 

[23]G. Bellaby, C. McDonald and A. Patterson, "WHY LECTURE?," in Proceedings of the 4thn annual Conference of the LTSN, NUI Galway, 2003. 

[24]M. Konecki, "IMPROVING STUDENTS' FOCUS IN INTRODUCTORY PROGRAMMING COURSES," in DAAAM INTERNATIONAL SCIENTIFIC BOOK 2015, B. Katalinic, Ed., Vienna, Austria, DAAAM International, 2015, pp. 165-172.

[25]J. M. G. C´ardenas and I. D. Sanders, "Introductory Programming Course: From Classics to Formal Methods," in WCECS, San Francisco, 2009. 

[26]W. Lowe, "Is the Sun Setting on Lecture-based Education?," International Journal of Therapeutic Massage & Bodywork: Research, Education, & Practice, vol. 4, no. 4, pp. 7-9, 2011. 

[27]M. L. Costa, L. V. Rensburg and N. Rushton, "Does teaching style matter? A randomised trial of group discussion versus lectures in orthopaedic undergraduate teaching," Medical Education, vol. 41, no. 2, pp. 214-217, 2007. 

[28]D. A. Bligh, Evidence what lectures achieve, San Francisco: Jossey-Bass, 2000, pp. 1-20.

[29]I. Huet, O. R. Pacheco, J. Tavares and G. Weir, "New Challenges in Teaching Introductory Programming courses: A Case Study," in ASEE/IEEE Frontiers in Education Conference, Savannah, GA, 2004. 

[30]D. M. Horton, S. D. Wiederman and D. A. Saint, "Assessment outcome is weakly correlated with lecture attendance: influence of learning style and use of alternative materials," Advances in Physiology Education, vol. 36, no. 2, pp. 108-115, 2012. 

[31]F. V. Gaal and A. D. Ridder, "The Impact of assessment tasks on subsequent examination performance," Active Learning in Higher Education, vol. 14, no. 3, pp. 213-225, 2013. 

[32]E. Kaila, T. Rajala and S. Mikko-Jussi Laakso, "Automatic Assessment of Program Visualization Exercises," in 8th koli Calling International Conference on Computing Education Research, Joensuu, Finland, 2008. 

[33]B. Kennelly and J. C. &. D. Flannery, "Online Assignments in Economics: A Test of Their Effectiveness," The Journal of Economic Education, vol. 42, no. 2, pp. 136-146, 2011. 

[34]S. E. Gump, "The Cost of Cutting Class: Attendance As A Predictor of Success," College Teaching, vol. 53, no. 1, pp. 21-26, 2005. 

[35]D. R. Marburger, "Does Mandatory Attendance improve Student Performance?," The Journal of Economic Education, vol. 37, no. 2, pp. 148-155, 2006. 

[36]T. Koulouri, S. Lauria and R. D. Macredie, "Teaching Introductory Programming: A Quantitative Evaluation of Different Approaches," ACM Transactions on Computing Education (TOCE), vol. 14, no. 4, pp. 26.1-26.27, 2014. 

[37]T. C. Reeves, "How do you know they are learning?: the importance of alignment in higher education," International Journal of Learning Technology, vol. 2, no. 4, pp. 294-309, 2006. 

[38]J. Richard O. Mines, "The Impact of Testing Frequency and Final Exams on Student Performance," in ASEE Southeast Section Conference : American Society for Engineering Education, 2014, Macon, GA, 2014. 

[39]V. Mlambo, "An analysis of some factors affecting student academic performance in an introductory biochemistry course at the University of West Indies," Caribbean Teaching Scholar, vol. 1, no. 2, pp. 79-92, 2011. 

[40]J. Biggs, "What the student does: Teaching for enhanced learning in the '90s," Journal of the Higher Education Research and Development Society of Australasia, vol. 18, no. 1, pp. 57-75, 1998. 

[41]I. Alastair, An Investigation into the Impact of Formative Feedback on the Student Learning Experience, Durham University, 2010. 

[42]O. Eren and D. J. Henderson, "The impact of homework on student achievement," The Econometrics Journal, vol. 11, no. 2, pp. 326-348, 2008. 

[43]M. T. Carrillo-de-la-Pena, E. Bailles, X. Caseras, A. Martinez, G. Ortet and J. Perez, "Formative assessment and academic achievement in pre-graduate students of health sciences," Adv in Healh Science Education, vol. 14, no. 1, pp. 61-67, 2009. 

[44]B. C. Wilson and S. Shrock, "Contributing to Success in an Introductory Computer Science Course: A Study of Twleve Factors," ACM SIGCSE Bulletin, vol. 33, no. 1, pp. 184-188, 2001. 

[45]R. Lister and J. Leaney, "Introductory Programming, criterion-referencing and bloom," ACM SIGCE BULLETIN, vol. 35, no. 1, pp. 143-147, 2003. 

[46]S. Shuhidan, M. Hamilton and D. D'Souza, "Instructor perspectives of multiple-choice questions in summative assessment for novice programmers," Computer Science Education, vol. 20, no. 3, pp. 229-259, 2010. 

[47]V. J. Shute, "Focus on Formative Feedback," Educational Testing Service, 2008.

[48]A. T. Corbett and J. R. Anderson, "Locus of feedback control in computer-based tutoring: Impact on learning rate, achievement and attitudes," in In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, New York, 2001. 

[49]C. Redecker, "The Use of ICT for the Assessemnt of Key Competences," European Commission, Joint Research Centre, Institute for Prospective Technological Studies, Luxembourg, 2013.

[50]J. Holvitie, R. Haavisto, E. Kaila, M.-J. L. Teemu Rajala and T. Salakoski, "Electronic exams with automatically assessed exercises," in ICEE 2012 - International Conference on Engineering Education, Turku, Finland, 2012. 

[51]I. Miliszewska and G. Tan, "Information and Beyond Issues in Informing Science & Information Technology," in Befriending Computer Programming: A proposed Approach to Teaching Introductory Programming, Santa Rosa, Informing Science Press, 2007, pp. 277-289.

[52]C. A. Higgins, G. Gray, P. Symeonidis and A. Tsintsifas, "Automated assessment and experiences of teaching programming," Journal on Educational Resources in Computing, vol. 5, no. 3, pp. 1-21, 2005. 

[53]R. Alexandre, P. Queiros and J. P. Leal, "PETCHA: a programming exercises teaching assistant," in ITiCSE'12-17th ACM annual conference on Innovation and technology in computer science education, Haifa, Israel, 2012. 

[54]M. Sherman, S. Bassil, D. Lipman, N. Tuck and F. Martin, "Impact of auto-grading on an introductory computing course," Journal of Computing Sciences in Colleges, vol. 28, no. 6, pp. 69-75, 2013. 

[55]G. Mallik, "Lecture and Tutorial Attendance and Student Performance in the First year economics course: A quantile regression approach," American Economic Association Annual Meeting, Denver, United States, 2011.

[56]J. Chen and T.-F. Lin, "Class Attendance and Exam Performance: A Randomized Experiment," he Journal of Economic Education, vol. 39, no. 3, pp. 213-227, 2008. 

[57]T.-F. lin and J. Chen, "Cumulative class attendance and exam performance," Applied Economics Letters, vol. 13, no. 14, pp. 937-942, 2006. 

[58]M. L. V. Blerkom, "Class Attendance in Undergraduate Courses," The Journal of Psychology, vol. 126, no. 5, pp. 487-494, 1992. 

[59]D. R. Marburger, "Absenteeism and Undergraduate Exam Performance," The Journal of Economic Education, vol. 32, no. 2, pp. 99-109, 2001. 

[60]M. Credé, S. G. Roch and U. M. Kieszczynka, "Class Attendance in College: A Meta-Analytic Review of the Relationship of Class Attendance With Grades and Student Characteristics," Review of Educational Research, vol. 80, no. 2, pp. 272-295, 2010. 

[61]P. Purcell, "Engineering Student Attendance at Lectures: Effect on Examination Performance," in International Conference on Engineering Education – ICEE 2007 , Coimbra, Portugal, 2007. 

[62]V. Nehra and A. Tyagi, "Free Open Source Software in Electronics Engineering Education: A Survey," International Journal of Modern Education and Computer Science, vol. 5, pp. 15-25, 2014. 

[63]T. Traphagan, J. V. Kucsera and K. Kishi, "Impact of class lecture webcasting on attendance and learning," Educational Technology Research and Development , vol. 58, no. 1, pp. 19-37, 2009. 

[64]K. HU, K. AM, M. IU, M. A, A. S, K. MH, S. M and S. SH, "Impact of class attendance upon examination results of students in basic medical sciences," Journal of Ayub Medical College, Abbottabad, vol. 15, no. 2, pp. 56-58, 2002. 

[65]"," [Online]. [Accessed 25 01 2016].

[66]Z. F. Muhsen, A. Maaita, A. Odah and A. Nsour, "Moodle and e-learning Tools," International Journal of Modern Education and Computer Science, vol. 6, pp. 1-8, 2013. 

[67]"ViLLE," University of Turku, [Online]. Available: [Accessed 20 10 2015].

[68]A. Ghasemi and S. Zahediasl, "Normalaity Tests for Statistical Analysis: A guide for Non-Statisticians," International Journal of Endocrinology Metabolism, vol. 10, no. 2, pp. 486-489, 2012. 

[69]J. Jauke and T. Kossowski, "Comparison of values of Pearon's and Spearman's Correlation Coefficients on the sames sets of Data," Quaestiones geographicae, vol. 30, no. 2, pp. 87-93, 2011. 

[70]J. Higgins, "Introduction to Multiple Regression," in The Radical Statistician, 2005, pp. 1-26.

[71]H. Cooper, J. C. Robinson and E. A. Patall, "Does Homework Improve Academic Achievement? A Synthesis of Research 1987-2003," Review of Educational Research, vol. 76, no. 1, pp. 1-62, 2006. 

[72]E. Cohn and E. Johnson, "Class attendance and performance in Principles of Economics," Education Economics, vol. 14, no. 2, pp. 211-233, 2006.