977
Views
4
CrossRef citations to date
0
Altmetric
Articles

How can students’ academic performance in statistics be improved? Testing the influence of social and temporal-self comparison feedback in a web-based training environment

, , &
Pages 35-47 | Received 20 Dec 2013, Accepted 27 Jul 2015, Published online: 09 Oct 2015

References

  • Affleck, G., & Tennen, H. (1991). Social comparison and coping with major medical problems. In J. Suls & T. A. Wills (Eds.), Social comparison: Contemporary theory and research (pp. 23–49). Hillsdale, NJ: Erlbaum.
  • Aiken, L. S., & West, S. G. (1991). Multiple regression: Testing an interpreting interactions. Nexbury Park, CA: Sage.
  • Albert, S. (1977). Temporal comparison theory. Psychological Review, 84, 485–503. doi: 10.1037/0033-295X.84.6.485
  • Arena, D. A., & Schwartz, D. L. (2013). Experience and explanation: Using videogames to prepare students for formal instruction in statistics. Journal of Science Education and Technology. doi:10.1007/s10956-013-9483-3
  • Blanton, H., Buunk, B. P., Gibbons, F. X., & Kuyper, H. (1999). When better-than-others compare upward: Choice of comparison and comparative evaluation as independent predictors of academic performance. Journal of Personality and Social Psychology, 76(3), 420–430. doi: 10.1037/0022-3514.76.3.420
  • Boyle, E. A., MacArthur, E., Connolly, T. M., Hainey, T., Manea, M., Kärki, A., & van Rosmalen, P. (2014). A narrative literature review of games, animations and simulations to teach research methods and statistics. Computers and Education, 74, 1–14. doi: 10.1016/j.compedu.2014.01.004
  • Broers, N. J., & Imbos, T. (2005). Charting and manipulating propositions as methods to promote self-explanations in the study of statistics. Learning and Instruction, 15, 517–538. doi: 10.1016/j.learninstruc.2005.08.005
  • Brothen, T., & Wambach, C. (2000). The effectiveness of computer-based quizzes in a PSI introductory psychology course. Journal of Educational Technology Systems, 28(3), 253–261. doi: 10.2190/H2YH-HAV5-KM55-641D
  • Brothen, T., & Wambach, C. (2006). The value of practice quizzes for developmental students. Research and Teaching in Developmental Education, 22(2), 42–50.
  • Brothen, T., & Wambach, C. (2007). Internet vs. classroom access in a hybrid psychology course for developmental students. Research and Teaching in Developmental Education, 23(2), 15–22.
  • Butler, R. (1987). Task-involving and ego-involving properties of evaluation: Effects of different feedback conditions on motivational perceptions, interest and performance. Journal of Educational Psychology, 79, 474–482. doi: 10.1037/0022-0663.79.4.474
  • Covington, M. V. (1992). Making the grade: A self-worth perspective on motivation and school reform. Cambridge: Cambridge University Press.
  • Delaval, M., Le Bohec, O., Noël, Y., Michinov, N., Guida, A., Musca, S., & Dodeler, V. (2011). Helping psychology students improve their statistics performance: A test of the Exo-St@ts web-based training environment. In A. Méndez-Vilas (Ed.), Education in a technological world: Communicating current and emerging research and technological efforts (pp. 231–236). Badajoz, Spain: Formatex. Retrieved from http://www.formatex.info/ict/book/231-236.pdf
  • DeShon, R. P., Kozlowski, S. W. J., Schmidt, A. M., Milner, K. R., & Wiechmann, D. (2004). A multiple-goal, multilevel model of feedback effects on the regulation of individual and team performance. Journal of Applied Psychology, 89, 1035–1056. doi: 10.1037/0021-9010.89.6.1035
  • DeVaney, T. (2010). Anxiety and attitudes of graduate students in on-campus vs. online statistics courses. Journal of Statistics Education, 18(1). Retrieved from www.amstat.org/publications/jse/v18n1/devaney.pdf
  • Dietz, F., Hofer, M., & Fries, S. (2007). Individual values, learning routines and academic procrastination. British Journal of Educational Psychology, 77, 893–906. doi: 10.1348/000709906X169076
  • Dijkstra, P., Kuyper, H., van der Werf, G., Buunk, A. P., & van der Zee, Y. G. (2008). Social comparison in the classroom: A review. Review of Educational Research, 78(4), 828–879. doi:10.3102/0034654308321210
  • Dreyer, A. (1954). Aspiration behavior as influenced by expectation and group comparison. Human Relations, 7, 175–190. doi: 10.1177/001872675400700205
  • Elvers, G. C., Polzella, D. J., & Graetz, K. (2003). Procrastination in online courses: Performance and attitudinal differences. Teaching of Psychology, 30, 159–162. doi: 10.1207/S15328023TOP3002_13
  • Ferrari, J. R. (2004). Trait procrastination in academic settings: An overview of students who engage in task delays. In H.C. Schouwenburg, C. Lay, T. A. Pychyl, & J. R. Ferrari (Eds.), Counseling the procrastinator in academic settings (pp. 19–28). Washington, DC: American Psychological Association.
  • Festinger, L. (1954). A theory of social comparison processes. Human Relations, 7, 117–140. doi: 10.1177/001872675400700202
  • Fitzsimons, G. J. (2008). Death to dichotomizing. Journal of Consumer Research, 35(1), 5–8. doi: 10.1086/589561
  • Foot, H. C., & Lee, T. R. (1970). Social feedback in the learning of a motor skill. British Journal of Social & Clinical Psychology, 9(4), 309–319. doi: 10.1111/j.2044-8260.1970.tb00981.x
  • González, J. A., Jover, L., Cobo, E., & Muňoz, P. (2010). A web-based learning tool improves student performance in statistics: A randomized masked trial. Computer and Education, 55, 704–713. doi: 10.1016/j.compedu.2010.03.003
  • Heckhausen, H. (1967). The anatomy of achievement motivation. New York: Academic Press.
  • Hertzman, M., & Festinger, L. (1940). Shifts in explicit goals in a level of aspiration experiment. Journal of Experimental Psychology, 27, 439–452. doi: 10.1037/h0055195
  • Hsu, M. K., Wang, S. W., & Chiu, K. K. (2009). Computer attitude, statistics anxiety and self-efficacy on statistical software adoption behavior: An empirical study of online MBA learners. Computers in Human Behavior, 25, 412–420. doi: 10.1016/j.chb.2008.10.003
  • Huguet, P., Dumas, F., Monteil, J. M., & Genestoux, N. (2001). Social comparison choices in the classroom: Further evidence for students’ upward comparison tendency and its beneficial impact on performance. European Journal of Social Psychology, 31(5), 557–578. doi: 10.1002/ejsp.81
  • Jung, J. H., Schneider, C., & Valacich, J. (2010). Enhancing the motivational affordance of information systems: The effects of real-time performance feedback and goal setting in group collaboration environments. Management Science, 56(4), 724–742. doi: 10.1287/mnsc.1090.1129
  • Kluger, A. N., & DeNisi, A. (1996). The effects of feedback interventions on performance: Historical review, a meta-analysis and a preliminary feedback intervention theory. Psychological Bulletin, 119, 254–284. doi: 10.1037/0033-2909.119.2.254
  • Kollöffel, B., & de Jong, T. (2015). Can performance feedback during instruction boost knowledge acquisition? Contrasting criterion-based and social comparison feedback. Interactive Learning Environments, 1–11. doi:10.1080/10494820.2015.1016535
  • Krause, U.-M., Stark, R., & Mandl, H. (2009). The effects of cooperative learning and feedback on e-learning in statistics. Learning and Instruction, 19, 158–170. doi: 10.1016/j.learninstruc.2008.03.003
  • Lay, C. (1986). At last, my research article on procrastination. Journal of Research in Personality, 20, 474–495. doi: 10.1016/0092-6566(86)90127-3
  • Lockwood, P., & Pinkus, R. T. (2007). The impact of social comparisons on motivation. In W. L. Gardner and J. Y. Shah (Eds.), The handbook of motivation science (pp. 251–264). New York: Guilford Press.
  • Maki, W. S., & Maki, R. H. (2001). Mastery quizzes on the web: Results from a web-based introductory psychology course. Behavior Research Methods, Instruments, & Computers, 33, 212–216. doi: 10.3758/BF03195367
  • Michinov, N., Brunot, S., Le Bohec, O., Juhel, J., & Delaval, M. (2011). Procrastination, participation, and performance in online learning environments. Computers & Education, 56, 243–252. doi: 10.1016/j.compedu.2010.07.025
  • Michinov, N., & Primois, C. (2005). Improving productivity and creativity in online groups through social comparison process: New evidence for asynchronous electronic brainstorming. Computers in Human Behavior, 21(1), 11–28. doi: 10.1016/j.chb.2004.02.004
  • Monteil, J.-M., (1998). Contexte social et performances scolaires: Vers une théorie du feed-back de comparaison sociale [Social context and academic performance: Toward a theory of social comparison feedback]. In J.-L. Beauvois, R.-V. Joule, & J.-M. Monteil (Eds.), 20 ans de psychologie sociale expérimentale francophone (pp. 151–187). Grenoble: Presses Universitaires de Grenoble.
  • Monteil, J.-M., & Huguet, P. (1999). Social context and cognitive performance: Towards a social psychology of cognition. Hove: Psychology Press.
  • Monteil, J.-M., & Huguet, P. (2001). The social regulation of classroom performances: A theoretical outline. Social Psychology of Education, 4, 359–372. doi: 10.1023/A:1011345022870
  • Onwuegbuzie, A. J. (2004). Academic procrastination and statistics anxiety. Assessment & Evaluation in Higher Education, 29, 3–19. doi: 10.1080/0260293042000160384
  • Onwuegbuzie, A. J., & Daley, C. E. (1996). The relative contributions of examination-taking coping strategies and study coping strategies on test anxiety: A concurrent analysis. Cognitive Therapy and Research, 20, 287–303. doi: 10.1007/BF02229239
  • Paulus, P. B., Larey, T. S., Putman, V. L., Leggett, K. L., & Roland, E. J. (1996). Social influence processes in computer brainstorming. Basic and Applied Social Psychology, 18, 3–14. doi: 10.1207/s15324834basp1801_2
  • Poelmans, S., & Wessa, P. (2013). A constructivist approach in a blended e-learning environment for statistics. Interactive Learning Environments. doi:10.1080/10494820.2013.766890
  • Redersdorff, S., & Guimond, S. (2006). Comparing oneself over time: The temporal dimension in social comparison. In S. Guimond (Ed.), Social comparison and social psychology: Understanding cognition, intergroup relations and culture (pp. 76–96). Cambridge: Cambridge University Press.
  • Reeve, J. (2005). Understanding motivation and emotion (4th ed.). Hoboken, NJ: Wiley.
  • Roy, M. C., Gauvin, S., & Limayem, M. (1996). Electronic group brainstorming: The role of feedback on productivity. Small Group Research, 27, 215–247. doi: 10.1177/1046496496272002
  • Schacht, S., & Stewart, B. J. (1990). What's funny about statistics? A technique for reducing student anxiety. Teaching Sociology, 18, 52–56. doi: 10.2307/1318231
  • Schouwenburg, H. C. (1995). Academic procrastination: Theoretical notions, measurement, and research. In J. R. Ferrari, J. L. Johnson, & W. G. McCown (Eds.), Procrastination and task avoidance: Theory, research, and treatment (pp. 71–96). New York, NY: Plenum.
  • Schouwenburg, H. C., Lay, C. H., Pychyl, T. A., & Ferrari, J. R. (2004). Counseling the procrastinator in academic settings. Washington, DC: American Psychological Association.
  • Serge, S. R., Priest, H. A., Durlach, P. J., & Johnson, C. I. (2013). The effects of static and adaptive performance feedback in game-based training. Computers in Human Behavior, 29, 1150–1158. doi: 10.1016/j.chb.2012.10.007
  • Sheldon, J. P. (2003). Self-evaluation of competence by adult athletes: Its relation to skill level and personal importance. The Sport Psychologist, 17, 426–443. doi: 10.1123/tsp.17.4.426
  • Smith, H. J., & Leach, C. W. (2004). Group membership and everyday social comparison experiences. European Journal of Social Psychology, 34, 297–308. doi: 10.1002/ejsp.198
  • Smits, M. H., Boon, J., Sluijsmans, D. M., & van Gog, T. (2008). Content and timing of feedback in a web-based learning environment: Effects on learning as a function of prior knowledge. Interactive Learning Environments, 16, 183–193. doi: 10.1080/10494820701365952
  • Sosa, G. W., Berger, D. E., Saw, A. T., & Mary, J. C. (2011). Effectiveness of computer-assisted instruction in statistics: A meta-analysis. Review of Educational Research, 81(1), 97–128. doi: 10.3102/0034654310378174
  • Steel, P. (2007). The nature of procrastination: A meta-analytic and theoretical review of quintessential self-regulatory failure. Psychological Bulletin, 133, 65–94. doi: 10.1037/0033-2909.133.1.65
  • Steel, P., Brothen, T., & Wambach, C. (2001). Procrastination and personality, performance, and mood. Personality and Individual Differences, 30, 95–106. doi: 10.1016/S0191-8869(00)00013-1
  • Suits, D. B. (1957). Use of dummy variables in regression equations. Journal of the American Statistical Association, 52(280), 548–551. doi: 10.1080/01621459.1957.10501412
  • Suls, J., Marco, C. A., & Tobin, S. (1991). The role of temporal comparison, social comparison, and direct appraisal in the elderly's self-evaluations of health. Journal of Applied Social Psychology, 21, 1125–1144. doi: 10.1111/j.1559-1816.1991.tb00462.x
  • Suls, J., & Mullen, B. (1982). From the cradle to the grave: Comparison and self-evaluation across the life-span. In J. Suls (Ed.), Psychological perspectives on the self (Vol. 1, pp. 97–125). Hillsdale, NJ: Erlbaum.
  • Suls, J., & Mullen, B. (1984). Social and temporal bases of self-evaluation in the elderly: Theory and evidence. International Journal of Aging and Human Development, 18, 111–120. doi: 10.2190/33UX-54WU-AVMH-082T
  • Tuckman, B. W. (2005). Relations of academic procrastination, rationalizations, and performance in a web course with deadlines. Psychological Reports, 96, 1015–1021.
  • Vandewaetere, M., Desmet, P., & Clarebout, G. (2011). The contribution of learner characteristics in the development of computer-based adaptive learning environments. Computers in Human Behavior, 27, 118–130. doi: 10.1016/j.chb.2010.07.038
  • Wessa, P., De Rycker, A., & Holliday, I. E. (2011). Content-based VLE designs improve learning efficiency in constructivist statistics education. PLoS ONE, 6(10), e25363. doi: 10.1371/journal.pone.0025363
  • Wilbert, J., Grosche, M. & Gerdes, H. (2010). Effects of evaluative feedback on rate of learning and task motivation: An analogue experiment. Learning Disabilities: A Contemporary Journal, 8(2), 43–52.
  • Wilks, S. S. (2006). Undergraduate statistical education. The American Statistician, 60, 39–45. doi: 10.1198/000313006X91773
  • Wilson, A. E., & Ross, M. (2000). The frequency of temporal-self and social comparisons in people's personal appraisals. Journal of Personality and Social Psychology, 78, 928–942. doi: 10.1037/0022-3514.78.5.928
  • Zeidner, M. (1991). Statistics and mathematics anxiety in social science students: Some interesting parallels. British Journal of Educational Psychology, 61, 319–328. doi: 10.1111/j.2044-8279.1991.tb00989.x
  • Zhou, J. (2007). Promoting creativity through feedback. In J. Zhou & C. E. Shalley (Eds.), The handbook of organizational creativity (pp. 119–139). Boca Raton, FL: Taylor & Francis.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.