Benson, J. (1989). Structural components of statistical test anxiety in adults: An exploratory model. Journal of Experimental Education, 57(3), 247-261.
Benson, J., & Bandalos, D. L. (1992). Second-order confirmatory factor analysis of the reactions to tests scale with cross-validation., Multivariate Behavioral Research, 27, 459-487.
Candace Schau CS Consultants, A. (2003). Students Attitudes:The Other Important Outcome In Statistics Education. Paper presented at the Joint Statistical Meetings - Section on Statistical Education.
Cumming, G., & Thomason, N. (1998). Statplay: multimedia for statistical understanding. Paper presented at the Fifth International Conference on Teaching Statistics, Nanyang Technological University, Singapore: International Statistical Institute.
delMas, R. C., Garfield, J., & Chance, B. L. (1999). A model of classroom research in action: developing simulation activities to improve students' statistical reasoning. Journal of Statistics Education, V7N3:delMas. Available at
Gal, I., Ginsburg, L., & Schau, C. (1997) "Monitoring attitudes and beliefs in statistics education," in The Assessment Challenge in Statistics Education, eds. I. Gal and J. B. Garfield, Amsterdam: IOS Press, 37-51.
Garfield, J. (1995). How students learn statistics. International Statistical Review, 63, 25-34.
Garfield, J. (2003). Assessing statistical reasoning. Statistics education research Journal, 2(1), 24-34.
Hawkins, A. (1997). Discussion: forward to basics! A personal view of developments in statistical education. International Statistical Review, 65(3), 280-287.
Holmes, P. (2003). 50 years of statistics teaching in english schools: some milestones. Journal of the Royal Statistical Society, 52(4), 439-474.
Janvier, C. (1987). Representation and understanding: The notion of function as an example. In C. Janvier (Ed.), Problems of Representation in the Teaching and Learning of Mathematics ( 67-71). Lawrence Erlbaum: Hillsdale, NJ.
Konold, C., Pollatsek, l., Well, A., Lohmeier, J., & Lipson, A. (1993). Inconsistencies in Students' Reasoning about Probability. Journal for Research in Mathematics Education, 24(5), 392-414.
Lovett, M. C., & Greenhouse, J. B. (2000). Applying cognitive theory to statistics instruction. American Statistician, 54(3), 196-206.
Mills, J. D. (2002). Using computer simulation methods to teach statistics: A review of the literature. Journal of Statistics Education, 10(1) ,
Lipson, K. (1996). What do students gain from simulation exercises: An evaluation of activities designed to develop an understanding of the sampling distribution of a proportion. Paper presented at the Research on the Role of Technology in Teaching and Learning Statistics, University of Granada, Spain.
Liu, T.-C., & Lin, Y.-C. (2005a). Applying the concept mapping method to explore high school students' understanding and misconceptions about the "correlation". Paper presented at the International Conference on Learning, Teaching and Assessment, Taiwan, Taipei.
Lin, Y.-C., & Liu, T.-C. (2005b). Applying the multiple choice text to explore high school students' understanding and misconceptions about the “correlation”. Paper presented at the Taiwan Psychology Annual Conference, Taiwan , Jung-Li.
Liu, T.-C., & Lin, Y.-C. (2006a). Explorations on high school student's statistical misconceptions with concept mapping. Statistics education research Journal. (submitted)
Liu, T.-C., & Lin, Y.-C. (2006b). Applying the two-tired diagnostic instrument to explore high school students' understanding and misconceptions about the “correlation”. Journal for research in mathematics education. (submitted)
Moore, D. S. (1997). New pedagogy and new content: The case of statistics. International Statistical Review, 65(2), 123-165.
Morris, E. J. (2001). The design and evaluation of Link: A computer-based learning system for correlation. British Journal of Educational Technology, 32(1), 39-52.
Morris, E. J., Joiner, R., & Scanlon, E. (2002). The contribution of computer-based activities to understanding statistics. Journal of Computer Assisted Learning, 18(2), 114-124.
Watson, F. S., Lang, T. R., & Kromrey, J. D. (2002). An assessment blueprint for encStat: A statistics anxiety intervention program. Paper presented at the Paper presented at the Annual Meeting of the Florida Educational Research Association (Gainesville, FL, November 6-8, 2002). U.S.Florida.
Wise, S. L. (1985). The Development and validation of a scale measuring attitudes toward statistics. Educational and Psychological Measurement, 45(2), 401-405.
Roberts, D. M., & Saxe, J. E. (1982). Validity of a statistics attitude survey: A follow-up study. Educational & Psychological Measurement, 42(3), 907-912.
Schau, C., & Stevens, J. (1995). The development and validation of the survey of attitudes toward statistics. Educational & Psychological Measurement, 55(5), 868-875.
Shultz, K. S., & Koshino, H. (1998). Evidence of reliability and validity for Wise's attitude toward statistics scale. Psychological Reports, 82(1), 27.
Snell, J. L. (1995). The Journal of Statistics Education Information Service and other Internet resources for statistics teachers, American Statistician, 49, 372-375.
Zeidner, M. (1991). Statistics and mathematics anxiety in social science students: some interesting parallels. British Journal of Educational Psychology, 61, 319-328.