How cann soccer improve statistical learning?

Authors

  • Enivaldo C. Rocha Federal University of Pernambuco, Brazil
  • Dalson Britto Figueiredo Filho Federal University of Pernambuco, Brazil
  • Ranulfo Paranhos Federal University of Alagoas, Brazil
  • José Alexandre Silva Federal University of Alagoas image/svg+xml
  • Denisson Silva Federal University of Alagoas, Brazil

DOI:

https://doi.org/10.31686/ijier.vol2.iss7.211

Keywords:

statistics, linear regression, quantitative methods, soccer, fun

Abstract

This paper presents an active classroom exercise focusing on the interpretation of ordinary least squares regression coefficients. Methodologically, undergraduate students analyze Brazilian soccer data, formulate and test classical hypothesis regarding home team advantage. Technically, our framework is simply adapted for others sports and has no implementation cost. In addition, the exercise is easily conducted by the instructor and highly enjoyable for the students. The intuitive approach also facilitates the understanding of linear regression practical application.

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References

Berk, R. A., and Nanda, J. P. (1998). “Effects of jocular instructional methods on attitudes of anxiety and DOI: https://doi.org/10.1515/humr.1998.11.4.383

achievement in statistics courses”, HUMOR: International Journal of Humor Research, 11, 383-409.

Berk, R. A., and Nanda, J. P. (2006). “A randomized trial of humor effects on test anxiety and test DOI: https://doi.org/10.1515/HUMOR.2006.021

performance”, HUMOR: International Journal of Humor Research, 11, 383-409.

Blumenfeld, E., and Alpern, L. (1985). The Smile Connection: How to Use Humor in Dealing With

People, Englewood Cliffs, NJ: Prentice Hall.

Bryant, J.; Comisky, P.W.; Crane, J. S.; and Zillmann, D. (1980). “Relationship between college teachers’

use of humor in the classroom and students’ evaluations of their teachers,” Journal of Educational

Psychology, 72, 511-519.

Flowers, J. (2001). “The value of humor in technology education,” Technology Teacher, 60, 10-13.

Figueiredo Filho, D. B. et al. (2011). O que Fazer e o que Não Fazer com a Regressão: pressupostos e

aplicações do modelo linear de Mínimos Quadrados Ordinários (MQO). Revista Política Hoje, Vol. 20, n.

, p. 44-99.

Friedman, H. H.; Friedman, L. W.; and Amoo, T. (2002). “Using humor in the introductory statistics DOI: https://doi.org/10.1080/10691898.2002.11910681

course”, Journal of Statistics Education, 10(3)

www.amstat.org/publications/jse/v10n3/friedman.html

Friedman, H. H.; Halpern, N.; and Salb, D. (1999). “Teaching statistics using humorous DOI: https://doi.org/10.5951/MT.92.4.0305

anecdotes”, Mathematics Teacher, 92, 305-308.

Garner, R. L. (2006). “Humor in Pedagogy: How Ha-Ha Can Lead to Aha!,” College Teaching, 54, 177- DOI: https://doi.org/10.3200/CTCH.54.1.177-180

Gelman, A. and Hill, J. (2006). Data Analysis Using Regression and Multilevel/Hierarchical Models. DOI: https://doi.org/10.1017/CBO9780511790942

Cambridge University Press; 2006

Kaplan, R. M., and Pascoe, G. C. (1977). “Humorous lectures and humorous examples: Some effects upon DOI: https://doi.org/10.1037/0022-0663.69.1.61

comprehension and retention”, Journal of Educational Psychology, 69, 61-65.

Lewis-Beck, Michael (1980). Applied Regression: an introduction. Series Quantitative Applications in the DOI: https://doi.org/10.4135/9781412983440

Social Sciences. SAGE University Paper.

Lundberg, E., and Thurston, C. M. (1992). If They're Laughing, They're Not Killing Each Other, Fort

Collins, CO: Cottonwood Press.

Pyrczak, F. (1998). Statistics With a Sense of Humor, Los Angeles, CA: Pyrczak Publishing.

Runyon, R. P. (1977). Winning with Statistics: A Painless First Look at Numbers, Ratios, Percentages,

Means, and Inference, Reading, MA: Addison-Wesley.

Schroeder, L. D.; Sjoquist, D. L.; & Stephan, P. E. (1986). Understanding regression analysis: An DOI: https://doi.org/10.4135/9781412986410

introductory guide. Beverly Hills: Sage Publications.

Tabachnick, Barbara; Fidell, Linda. (2007). Using multivariate analysis. Needham Heights, Allyn e

Bacon.

Whisonant, R. D. (1998). The Effects of Humor on Cognitive Leaning in a Computer-Based Environment,

Unpublished doctoral dissertation, Virginia Polytechnic Institute, Blacksburg, VA.

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Published

2014-07-01

How to Cite

Rocha, E. C., Filho, D. B. F., Paranhos, R., Silva, J. A., & Silva, D. (2014). How cann soccer improve statistical learning?. International Journal for Innovation Education and Research, 2(7), 83-87. https://doi.org/10.31686/ijier.vol2.iss7.211