Investigating Levels of Graphical Comprehension Using the LOCUS Assessments

Statistical literacy refers to two interrelated components: people’s ability to interpret and critically evaluate statistical information, and their ability to discuss or communicate their reactions to statistical information. The ability to read and interpret graphical displays is part of statistical literacy because much of the statistical information people encounter in their everyday lives are graphical displays or tables of data. The purpose of this study was to investigate college-level students’ graphical comprehension. Students’ graphical comprehension was assessed using items from the Levels of Conceptual Understanding in Statistics (LOCUS) assessments. Much can be learned about students’ graphical comprehension based on this study. Results from this study can be used to highlight the importance of incorporating graphical comprehension and/or data visualization into introductory statistics courses.

[1]  T. Philip,et al.  Becoming Racially Literate About Data and Data-Literate About Race: Data Visualizations in the Classroom as a Site of Racial-Ideological Micro-Contestations , 2016 .

[2]  Izauriana Borges Lima,et al.  YOUTH AND ADULTS STUDENTS INTERPRETING BAR AND LINE GRAPHS , 2010 .

[3]  Dani Ben-Zvi,et al.  Statistical Literacy, Reasoning, and Thinking: Goals, Definitions, and Challenges , 2004 .

[4]  Susan N. Friel,et al.  Graphical Representations: Helping Students Interpret Data , 2012 .

[5]  P. Shah,et al.  Review of Graph Comprehension Research: Implications for Instruction , 2002 .

[6]  Maxine Pfannkuch,et al.  COMPARING BOX PLOT DISTRIBUTIONS: A TEACHER’S REASONING , 2006 .

[7]  Deborah Nolan,et al.  Teaching and Learning Data Visualization: Ideas and Assignments , 2015, 1503.00781.

[8]  Young-Ok Kim 미국 Common Core State Standards for Mathematics 소개 , 2011 .

[9]  Zacharias C. Zacharia,et al.  Enhancing Fourth Graders' Ability to Interpret Graphical Representations through the Use of Microcomputer-Based Labs Implemented within an Inquiry-Based Activity Sequence. , 2007 .

[10]  Stephen M. Kosslyn,et al.  Graphics and Human Information Processing: A Review of Five Books , 1985 .

[11]  Maxine Pfannkuch,et al.  TOWARDS AN UNDERSTANDING OF STATISTICAL THINKING , 2004 .

[12]  Karen Swan,et al.  A cross-disciplinary approach to teaching data literacy and proportionality , 2012 .

[13]  Frances R. Curcio,et al.  Comprehension of Mathematical Relationships Expressed in Graphs. , 1987 .

[14]  Flavia Jolliffe,et al.  Assessment of the Understanding of Statistical Concepts , 1990 .

[15]  Felice S. Shore,et al.  The Effects of Data and Graph Type on Concepts and Visualizations of Variability , 2010 .

[16]  Douglas Whitaker,et al.  ESTABLISHING THE VALIDITY OF THE LOCUS ASSESSMENTS THROUGH AN EVIDENCED-CENTERED DESIGN APPROACH , 2014 .

[17]  Gang Su,et al.  Using Interactive Data Visualizations for Exploratory Analysis in Undergraduate Genomics Coursework: Field Study Findings and Guidelines , 2016, Journal of science education and technology.

[18]  Miguel-Ángel Marzal,et al.  Incorporating Data Literacy into Information Literacy Programs: Core Competencies and Contents , 2013 .

[19]  Carmel M. Diezmann,et al.  A framework for mathematics graphical tasks: the influence of the graphic element on student sense making , 2012 .

[20]  Stacy K. Boote Assessing and Understanding Line Graph Interpretations Using a Scoring Rubric of Organized Cited Factors , 2014 .

[21]  Daniel A. Keim,et al.  Visual Analytics , 2009, Encyclopedia of Database Systems.

[22]  P. Onghena,et al.  Combining Multiple External Representations and Refutational Text: An Intervention on Learning to Interpret Box Plots , 2015 .

[23]  Douglas Whitaker,et al.  The Levels of Conceptual Understanding in Statistics (LOCUS) Project: Results of the Pilot Study , 2015 .

[24]  Bülent Güven,et al.  The effect of project-based learning on students’ statistical literacy levels for data representation , 2015 .

[25]  E. Dietz,et al.  Interview with David Moore , 2013 .

[26]  R. Wood,et al.  OBJECTIVES IN THE TEACHING OF MATHEMATICS 1 , 1968 .

[27]  Barry Kissane,et al.  A five step framework for interpreting tables and graphs in their contexts , 2010 .

[28]  H. Margolis Visual explanations: Images and quantities, evidence and narrative , 1998 .