Introductory Statistics Textbooks and the GAISE Recommendations

ABSTRACT The six recommendations made by the Guidelines for Assessment and Instruction in Statistics Education (GAISE) committee were first communicated in 2005 and more formally in 2010. In this article, 25 introductory statistics textbooks are examined to assess how well these textbooks have incorporated the three GAISE recommendations most relevant to implementation in textbooks (statistical literacy and thinking; use of real data; stress concepts over procedures). The implementation of another recommendation (using technology) is described but not assessed. In general, most textbooks appear to be adopting the GAISE recommendations reasonably well in both exposition and exercises. The textbooks are particularly adept at using real data, using real data well, and promoting statistical literacy. Textbooks are less adept—but still rated reasonably well, in general—at explaining concepts over procedures and promoting statistical thinking. In contrast, few textbooks have easy-usable glossaries of statistical terms to assist with understanding of statistical language and literacy development. Supplementary materials for this article are available online.

[1]  Eric R. Ziegel,et al.  Seeing Through Statistics (3rd ed.) , 2005 .

[2]  Stephen Kokoska,et al.  Chance Encounters: A First Course in Data Analysis and Inference , 2001, Technometrics.

[3]  Richard L. Scheaffer,et al.  Statistics: From Data to Decision , 2009 .

[4]  Gudrun Wacker.  Similarities and Differences , 2005 .

[5]  Gregory J. Privitera,et al.  Essential Statistics for the Behavioral Sciences , 2015 .

[6]  Mario F. Triola,et al.  Statistical Reasoning for Everyday Life , 2000 .

[7]  David Lindley,et al.  Introduction to the Practice of Statistics , 1990, The Mathematical Gazette.

[8]  Jessica Utts,et al.  Mind on Statistics , 2001 .

[9]  How well do the NSF Funded Elementary Mathematics Curricula Align with the GAISE Report Recommendations? , 2012 .

[10]  Benjamin S. Bloom,et al.  Taxonomy of Educational Objectives: The Classification of Educational Goals. , 1957 .

[11]  F. Famoye.  Seeing Through Statistics , 1995 .

[12]  D L Mann,et al.  Introductory Statistics , 1991 .

[13]  George W. Cobb,et al.  Introductory Textbooks: A Framework for Evaluation , 1987 .

[14]  Julianna Szendrei,et al.  Concrete Materials in the Classroom , 1996 .

[15]  Christine McDonald,et al.  Learning the Language of Statistics: Challenges and Teaching Approaches. , 2016 .

[16]  David Pimm,et al.  ‘This is so’: a text on texts , 1996 .

[17]  Barrie Hopson,et al.  INTRODUCTION TO PRACTICE , 1968 .

[18]  Joan Garfield,et al.  The Course as Textbook: A Symbiotic Relationship in the Introductory Statistics Class , 2013 .

[19]  Andy P. Field,et al.  Discovering Statistics Using Ibm Spss Statistics , 2017 .

[20]  Lynn Arthur Steen,et al.  Heeding the call for change : suggestions for curricular action , 1992 .

[21]  M. Hayat.  Guidelines for Assessment and Instruction in Statistics Education (GAISE): extending GAISE into nursing education. , 2014, The Journal of nursing education.

[22]  Andy P. Field,et al.  Discovering Statistics Using SPSS , 2000 .

[23]  H. McGowan,et al.  Redesigning a Large Introductory Course to Incorporate the GAISE Guidelines , 2012 .

[24]  D. Ball,et al.  Reform by the Book: What Is—or Might Be—the Role of Curriculum Materials in Teacher Learning and Instructional Reform? , 1996 .

[25]  D. S. Moore,et al.  The Basic Practice of Statistics , 2001 .

[26]  Karen Gold,et al.  Establishing Objective Criteria for Evaluating Statistics Texts. , 1994 .

[27]  Ron Larson,et al.  Elementary Statistics: Picturing the World , 1999 .

[28]  E. Ziegel.  Introduction to the Practice of Statistics (2nd ed.) , 1994 .

[29]  Alan Agresti,et al.  Statistics: The Art and Science of Learning from Data , 2005 .

[30]  David S. Moore.  [New Pedagogy and New Content: The Case of Statistics]: Response , 1997 .

[31]  Jessica Utts.  Comment: The Future of the Textbook , 2013 .

[32]  Steven D. Levitt,et al.  Freakonomics: A Rogue Economist Explores The Hidden Side Of Everything PDF , 2015 .

[33]  Michael R. Harwell,et al.  Evaluating Statistics Texts Used in Education , 1996 .

[34]  Christopher Rao,et al.  Graphs in Statistical Analysis , 2010 .

[35]  A. Agresti,et al.  Approximate is Better than “Exact” for Interval Estimation of Binomial Proportions , 1998 .

[36]  S. P. Schacht.  Statistics Textbooks: Pedagogical Tools or Impediments to Learning? , 1990 .

[37]  D. S. Moore,et al.  New Pedagogy and New Content: The Case of Statistics , 1997 .

[38]  Stephen E. Fienberg,et al.  A Framework for the Development of Measurement Instruments for Evaluating the Introductory Statistics Course , 1977 .

[39]  H. J. Arnold.  Introduction to the Practice of Statistics , 1990 .

[40]  C. J. Huberty,et al.  Book Review : Applied Multivariate Statistics Textbooks , 1990 .