Adults' Statistical Literacy: Meanings, Components, Responsibilities

Statistical literacy is a key ability expected of citizens in information‐laden societies, and is often touted as an expected outcome of schooling and as a necessary component of adults’numeracy and literacy. Yet, its meaning and building blocks have received little explicit attention. This paper proposes a conceptualization of statistical literacy and describes its key components. Statistical literacy is portrayed as the ability to interpret, critically evaluate, and communicate about statistical information and messages. It is argued that statistically literate behavior is predicated on the joint activation of five interrelated knowledge bases (literacy, statistical, mathematical, context, and critical), together with a cluster of supporting dispositions and enabling beliefs. Educational and research implications are discussed, and responsibilities facing educators, statisticians, and other stakeholders are outlined.

[1]  A. Vilches,et al.  Teaching of Statistics , 1940, Nature.

[2]  J. Kenney,et al.  Mathematics of statistics , 1940 .

[3]  D. Huff,et al.  How to Lie with Statistics , 1956 .

[4]  K. M. Smith,et al.  Centre of Gravity , 1968 .

[5]  Paulo Freire,et al.  Pedagogy of the Oppressed , 2019, Toward a Just World Order.

[6]  A. Tversky,et al.  Judgment under Uncertainty: Heuristics and Biases , 1974, Science.

[7]  David S. Moore,et al.  Statistics: Concepts and Controversies , 1979 .

[8]  Colette Laborde,et al.  Language and Mathematics , 1983 .

[9]  R. Hooke.  How to Tell the Liars from the Statisticians. , 1983 .

[10]  G. Smith,et al.  Statistical Reasoning , 1985 .

[11]  Thomas S. Wallsten,et al.  Base rate effects on the interpretations of probability and frequency expressions , 1986 .

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

[13]  Paul D. Minton.  Exploring surveys and information from samples , 1987 .

[14]  J. Baron.  Thinking and Deciding , 2023 .

[15]  C. Konold,et al.  Informal Conceptions of Probability , 1989 .

[16]  Jose P. Mestre,et al.  Linguistic and cultural influences on learning mathematics , 1989 .

[17]  Anthony P. Carnevale,et al.  Workplace basics : the essential skills employers want , 1990 .

[18]  Lynn Arthur Steen,et al.  On the shoulders of giants: new approaches to numeracy , 1990 .

[19]  K. Edwards,et al.  The Interplay of Affect and Cognition in Attitude Formation and Change , 1990 .

[20]  J.L. Schmalzel,et al.  Data handling , 1991, IEEE Spectrum.

[21]  Sue Willis,et al.  A national statement on mathematics for Australian schools , 1991 .

[22]  Howard Wainer,et al.  Understanding Graphs and Tables , 1992 .

[23]  Douglas B. McLeod,et al.  Research on affect in mathematics education: A reconceptualization. , 1992 .

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

[25]  J. Shaughnessy.  Research in probability and statistics: Reflections and directions. , 1992 .

[26]  E. Lawler,et al.  The empowerment of service workers: what, why, how, and when. , 1992, Sloan management review.

[27]  Daniel A. Wagner.  Literacy: Developing the Future. International Yearbook of Education: Volume XLIII-1991. , 1992 .

[28]  D. Wagner.  Literacy : developing the future , 1992 .

[29]  Improvement,et al.  Adult literacy in America : a first look at the results of the National Adult Literacy Survey , 1993 .

[30]  J. D. Orcutt,et al.  Shocking Numbers and Graphic Accounts: Quantified Images of Drug Problems in the Print Media , 1993 .

[31]  David Wooff,et al.  Statistics: Concepts and Controversies. , 1993 .

[32]  Katherine K. Wallman,et al.  Enhancing Statistical Literacy: Enriching Our Society , 1993 .

[33]  David Green,et al.  Data Handling , 1994 .

[34]  Cynthia Crossen,et al.  Tainted Truth: The Manipulation of Fact In America , 1994 .

[35]  Lionel Pereira-Mendoza,et al.  Review of the Proceedings of a Conference on Data Analysis in the Schools@@@Introducing Data Analysis in the Schools: Who Should Teach It and How? , 1995 .

[36]  M. Shamos,et al.  The Myth of Scientific Literacy , 1995 .

[37]  Philip H. Winne,et al.  Effects of teaching statistical laws on reasoning about everyday problems. , 1995 .

[38]  Iddo Gal,et al.  Statistical Tools and Statistical Literacy: The Case of The Average , 1995 .

[39]  Gaea Leinhardt,et al.  Percent: A Privileged Proportion , 1995 .

[40]  Anthony J Gabriele,et al.  Numeracy as Cultural Practice: An Examination of Numbers in Magazines for Children, Teenagers, and Adults. , 1995 .

[41]  John Allen Paulos,et al.  A Mathematician Reads the Newspaper , 1995 .

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

[43]  Scott Marion,et al.  Creating the Conditions for Scientific Literacy: A Re-Examination , 1996 .

[44]  Iddo Gal,et al.  Understanding Repeated Simple Choices , 1996 .

[45]  R. Nickerson.  Hempel's Paradox and Wason's Selection Task: Logical and Psychological Puzzles of Confirmation , 1996 .

[46]  William H. Schmidt,et al.  A cross-national investigation of curricular intentions in school mathematics , 1997 .

[47]  D. S. Moore,et al.  Mathematics, statistics, and teaching , 1997 .

[48]  Edward R. Tufte.  Visual explanations: images and quantities, evidence and narrative , 1997 .

[49]  M. L. Mitchell,et al.  Visual Explanations: Images and Quantities, Evidence and Narrative , 1997 .

[50]  Nancy Darcovich.  Literacy skills for the knowledge society: further results from the International Adult Literacy Survey , 1997 .

[51]  David E. Wiley,et al.  Many Visions, Many Aims , 1997 .

[52]  Wayne Wanta,et al.  The Public and the National Agenda: How People Learn about Important Issues , 1997 .

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

[54]  Jane Watson,et al.  Assessing Statistical Thinking Using the Media , 1997 .

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

[56]  Deborah J. Rumsey.  A Cooperative Teaching Approach to Introductory Statistics , 1998 .

[57]  Susanne P. Lajoie.  Reflections on statistics : learning, teaching, and assessment in grades K-12 , 1998 .

[58]  David S. Moore,et al.  Statistics among the Liberal Arts , 1998 .

[59]  P B Mosenthal,et al.  A NEW MEASURE FOR ASSESSING DOCUMENT COMPLEXITY: THE P MOSE/I KIRSCH DOCUMENT READABILITY FORMULA , 1998 .

[60]  C. Batanero,et al.  Clarifying the Meaning of Mathematical Objects as a Priority Area for Research in Mathematics Education , 1998 .

[61]  Lynn Arthur Steen,et al.  Why Numbers Count: Quantitative Literacy For Tomorrow's America , 1998 .

[62]  Ina V. S. Mullis.  Mathematics and Science Achievement in the Final Year of Secondary School , 1998 .

[63]  R. MacCoun,et al.  Biases in the interpretation and use of research results. , 1998, Annual review of psychology.

[64]  Joan Garfield,et al.  Assessment and Statistics Education: Current Challenges and Directions , 1999 .

[65]  C. Wild,et al.  Statistical Thinking in Empirical Enquiry , 1999 .

[66]  Richard L. Venezky,et al.  Literacy: An International Handbook , 1999 .

[67]  Sondra Stein,et al.  Equipped for the Future Content Standards. What Adults Need To Know and Be Able To Do in the 21st Century. , 2000 .

[68]  David S. Moore,et al.  Statistics and Mathematics: Tension and Cooperation , 2000, Am. Math. Mon..

[69]  Jane Watson,et al.  Development of understanding of sampling for statistical literacy , 2000 .

[70]  R. Mistretta,et al.  "Principles and Standards for School Mathematics" in the Classroom. , 2001 .

[71]  Refractor.  Uncertainty , 2001, The Lancet.

[72]  L. Bown.  World Education Report 2000. The Right To Education Towards Education For All Throughout Life , 2001 .

[73]  Iddo Gal,et al.  4. Monitoring Attitudes and Beliefs in Statistics Education , 2003 .