Rethinking Assessment of Student Learning in Statistics Courses

Although much attention has been paid to issues around student assessment, for most introductory statistics courses few changes have taken place in the ways students are assessed. The assessment literature describes three foundational elements—cognition, observation, and interpretation—that comprise an “assessment triangle” underlying all assessments. However, most instructors focus primarily on the second component: tasks that are used to produce grades. This article focuses on three sections written by leading statistics educators who describe some innovative and even provocative approaches to rethinking student assessment in statistics classes.

[1]  D. Sadler.  Formative assessment and the design of instructional systems , 1989 .

[2]  Dylan Wiliam,et al.  Keeping learning on track: classroom assessment and the regulation of learning , 2007 .

[3]  Joan Garfield,et al.  The Assessment Challenge in Statistics Education , 1997 .

[4]  V. Shute.  Focus on Formative Feedback , 2007 .

[5]  Annalee R. Oakes,et al.  The teaching portfolio—A practical guide to improved performance and promotion/tenure decisions: By Peter Seldin. Bolton, MA, Anker Publishing Company, 1991, 95 pages , 1993 .

[6]  Robert Glaser,et al.  Developing Assessments To Inform Teaching and Learning. CSE Report 628. , 2004 .

[7]  J. Stanley,et al.  Book Review: Taxonomy of Educational Objectives, The Classification of Educational Goals, Handbook I: Cognitive Domain , 1957 .

[8]  Andrew C. Porter,et al.  Alignment as a Teacher Variable , 2007 .

[9]  Frederick Mosteller,et al.  The "Muddiest Point in the Lecture" as a feedback device , 1989 .

[10]  Wynne Harlen,et al.  On the Relationship between Assessment for Formative and Summative Purposes , 2012 .

[11]  Sue Ellen Williams.  Teachers' Written Comments and Students' Responses: A Socially Constructed Interaction. , 1996 .

[12]  R. Glaser,et al.  Knowing What Students Know: The Science and Design of Educational Assessment , 2001 .

[13]  John R. Anderson,et al.  Locus of feedback control in computer-based tutoring: impact on learning rate, achievement and attitudes , 2001, CHI.

[14]  P. Black,et al.  Inside the Black Box: Raising Standards through Classroom Assessment , 2010 .

[15]  P. Hutchings,et al.  Principles of Good Practice for Assessing Student Learning. , 1993 .

[16]  Judith A. Arter,et al.  Scoring Rubrics in the Classroom: Using Performance Criteria for Assessing and Improving Student Performance , 2000 .

[17]  R. Stiggins.  Assessment Crisis: The Absence of Assessment for Learning , 2002 .

[18]  R. Butler.  Task-involving and ego-involving properties of evaluation: Effects of different feedback conditions on motivational perceptions, interest, and performance. , 1987 .

[19]  Vikram Sheel Kumar,et al.  A test in development. , 2013, Clinical chemistry.

[20]  Beth Chance,et al.  Experiences with Authentic Assessment Techniques in an Introductory Statistics Course , 1997 .

[21]  P. Black,et al.  Classroom Assessment and the National Science Education Standards. , 2001 .

[22]  Michael C. Rodriguez.  Three Options Are Optimal for Multiple‐Choice Items: A Meta‐Analysis of 80 Years of Research , 2005 .

[23]  P. Black,et al.  Assessment and Classroom Learning , 1998 .

[24]  Susanne Narciss,et al.  How to design informative tutoring feedback for multi-media learning , 2004 .

[25]  Daniel J. Bernstein,et al.  Making Teaching and Learning Visible: Course Portfolios and the Peer Review of Teaching , 2006 .

[26]  Pat Hutchings.  The Course Portfolio: How Faculty Can Examine Their Teaching To Advance Practice and Improve Student Learning. The Teaching Initiatives. , 1998 .

[27]  Cary J. Roseth,et al.  Promoting early adolescents' achievement and peer relationships: the effects of cooperative, competitive, and individualistic goal structures. , 2008, Psychological bulletin.

[28]  Michael C. Rodriguez,et al.  A Review of Multiple-Choice Item-Writing Guidelines for Classroom Assessment , 2002 .

[29]  S. Downing.  Twelve Steps for Effective Test Development. , 2006 .

[30]  Cary J. Roseth,et al.  Collaboration in Learning and Teaching Statistics , 2008 .

[31]  J. Jordan.  The Use of Orally Recorded Exam Feedback as a Supplement to Written Comments , 2004 .

[32]  Andrew C. Porter,et al.  Upgrading High School Mathematics Instruction: Improving Learning Opportunities for Low-Achieving, Low-Income Youth , 1997 .

[33]  Wendy McColskey,et al.  Differential effects of norm-referenced and self-referenced feedback on performance expectancies, attributions, and motivation , 1985 .

[34]  A. Kluger,et al.  The effects of feedback interventions on performance: A historical review, a meta-analysis, and a preliminary feedback intervention theory. , 1996 .

[35]  B Garfield Joan,et al.  Beyond Testing and Grading: Using Assessment To Improve Student Learning , 1994 .

[36]  Cse Technical,et al.  Evaluation.; National Center for Research on Evaluation, Standards, and Student Testing, , 2001 .