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Others' References that include the SATS

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Others’ References that Include the SATS
(Including theses and dissertations)

Brandsma, J. A.  (2000).  Data collection and analysis:  Examining community college students’ understanding of elementary statistics through laboratory activities.  Unpublished doctoral dissertation, North Carolina State University, Raleigh.  (ERIC Document Reproduction Service No. ED 461396).

Carnell, L. J.  (2008).  The effect of a student-designed data collection project on attitudes toward statistics. Journal of Statistics Education, 16(1), retrieved from www.amstat.org/publications/jse/v16n1/carnell.html.


Cashin, S. E., & Elmore, P. B. (2005).  The Survey of Attitudes Toward Statistics scale:  A construct validity study.  Educational and Psychological Measurement, 65, 509-524.
Note: there are a number of errors in this article, including methodological ones, that lead to incorrect conclusions about the SATS internal structure.


Chiesi, F., & Primi, C. (2009). Assessing statistics attitudes among college students: Psychometric properties of the Italian versin of the Survey of Attitudes toward Statistics (SATS). Learning and Individual Differences, 19, 309-313.

Mayer, A. M.  (1999).  The relationship between the use of multimedia instructional software and students attitudes toward statistics.  Unpublished master’s thesis, University of Minnesota, Minneapolis.

Mills, J. A.  (2004).  Students’ attitudes toward Statistics:  Implications for the future.  College Student Journal, 38, 349-361.

Nasser, F. M.  (2004).  Structural model of the effects of cognitive and affective factors on the achievement of Arabic-speaking pre-service teachers in introductory statistics.  Journal of Statistics Education, 12(1), 1-24.  Retrieved from www.amstat.org/publications/jse/v12n1/nasser.html.


Ruggeri, K., Dempster, M., Hanna, D., & Cleary, C. (2008). Experiences and expectations: The real reason nobody likes stats. Psychology Teaching Review, 14(2), 75-83.

Ruggeri, K., Diaz, C., Kelly, K., Papousek, I., Dempster, M, & Hanna, D. (2008). International issues in education. Psychology Teaching Review, 14(2), 65-74.

Schutz, P.A., Drogosz, L. M., White, V. E., & Distefano, C.  (1998).  Prior knowledge, attitude, and strategy use in an introduction to statistics course.  Learning and Individual Differences, 10, 291-308.

Tempelaar, D. T., Gijselaers, W. J., & Schim van der Loeff, S.  (2006).  Puzzles in statistical reasoning.  Journal of Statistics Education, 14 (1), 1-26.  Retrieved from www.amstat.org/publications/jse/v14n1/tempelaar.html.

Tempelaar, D. T., Gijselaers, W. J., Schim van der Loeff, S., & Nijhuis, J. F. H.  (2007).  A structural equation model analyzing the relationship of student achievement motivations and personality factors in a range of academic subject-matter areas.  Contemporary Educational Psychology, 32(1), 105-131.

Tempelaar, D. T., & Nijhuis. J. F. H.  (2007).  Commonalities in attitudes and beliefs toward different academic subjects.  In M. K. McCuddy, H. van den Bosch, J. W. B. Martz, A. V. Matveev, & K. O. Morse (Eds.), Educational Innovation in Economics and Business X:  The Challenges of Educating People to Lead in a Challenging World (pp. 225-250).  Berlin:  Springer.

Tempelaar, D. T., Schim van der Loeff, S., & Gijselaers, W. H. (2007). A structural equation model analyzing the relationship of students' attitudes toward statistics, prior reasoning abilities, and course performance. Statistics Education Research Journal, 6(2), 78-102. Retrieved from
http://www.stat.auckland.ac.nz/serj.

Verhoeven, P. S. (2009). Quality in statistics education: Determinants of course outcomes in methods & statistics education at universities and colleges. Amsterdam: Boom Onderwijs (soon to be Bristol: The Policy Press). 

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