The Promise and Practice of Teaching Data Literacy in Social Studies: A Companion Site

How Do Students Learn with Data Visualizations? References/Additional Reading

[1] Fingeret, Lauren. "Graphics in Children's Informational Texts: A Content Analysis." Doctoral dissertation Doctoral dissertation, Michigan State University, 2012 (3524408).
Shreiner, Tamara L. "Data Literacy for Social Studies: Examining the Role of Data Visualizations in K-12 Textbooks." Theory & Research in Social Education 46 (2018): 194-231. https://doi.org/https://doi.org/10.1080/00933104.2017.1400483.

[2] Shreiner, Tamara L. "Turning on the Historian’s Macroscope: A Call to Foreground the Teaching and Learning of Data Visualizations in World History Education." World History Connected 17, no. 1 (2020). https://worldhistoryconnected.press.uillinois.edu/17.1/shreiner.html.
Shreiner, Tamara L., and David E. Zwart. "It's Just Different: Identifying Features of Disciplinary Literacy Unique to World History." The History Teacher 53, no. 3 (2020): 441-69.

[3] Norman, Rebecca R. "Reading the Graphics: What Is the Relationship between Graphical Reading Processes and Student Comprehension?". Reading and Writing 25 (2012): 739-74. https://doi.org/10.1007/s11145-011-9298-7.
Roberts, Kathryn L., Rebecca R. Norman, and Jaime Cocco. "Relationship between Graphical Device Comprehension and Overall Text Comprehension for Third-Grade Children." Reading Psychology 36 (2015): 389-420. https://doi.org/10.1080/02702711.2013.865693.
Schnotz, Wolfgang. "Towards an Integrated View of Learning from Text and Visual Displays." Educational Psychology Review 14, no. 1 (2002): 101-20.
Shreiner, Tamara L. "Students’ Use of Data Visualizations in Historical Reasoning: A Think-Aloud Investigation with Elementary, Middle, and High School Students." The Journal  of Social Studies Research 43, no. 4 (2019): 389-404. https://doi.org/https://doi.org/10.1016/j.jssr.2018.11.001.

[4] Shreiner, Tamara L. "Students’ Use of Data Visualizations in Historical Reasoning: A Think-Aloud Investigation with Elementary, Middle, and High School Students." The Journal  of Social Studies Research 43, no. 4 (2019): 389-404. https://doi.org/https://doi.org/10.1016/j.jssr.2018.11.001.

[5] Shreiner, Tamara L. "Building a Data-Literate Citizenry: How Social Studies State Standards Address Data Literacy across Grades and Disciplines." Information and Learning Science  (in press).

[6] Levesque, Stephane. Thinking Historically: Educating Students for the Twenty-First Century. Toronto: University of Toronto Press, 2008.

[7] Ibid.

[8] Ibid. 

[9] Harris, Lauren McArthur, and Brian Girard. "Instructional Significance for Teaching History: A Preliminary Framework." The Journal of American History 38 (2014): 215-25.

[10] Shreiner, Tamara L. "Data Literacy for Social Studies: Examining the Role of Data Visualizations in K-12 Textbooks." Theory & Research in Social Education 46 (2018): 194-231. https://doi.org/https://doi.org/10.1080/00933104.2017.1400483.

[11] Blow, Frances, Peter Lee, and Denis Shemilt. "Time and Chronology: Conjoined Twins or Distant Cousins?". Teaching History 147 (2012): 26-34.

[12] Blow, Frances, Peter Lee, and Denis Shemilt. "Time and Chronology: Conjoined Twins or Distant Cousins?". Teaching History 147 (2012): 26-34.
Lee, Peter J. "Putting Principles into Practice: Understanding History." In How Students Learn History, Mathematics, and Science in the Classroom, edited by John Bransford and Suzanne Donovan, 31-78. Washington, D.C.: National Academies Press, 2005.

[13] Börner, K., & Polley, D. E. (2014). Visual insights: A practical guide to making sense of data. MIT Press. 
Hunter, B., Crismore, A., & Pearson, P. D. (1987). Visual displays in basal readers and social studies textbooks. In D. M. Willows & H. A. Houghton (Eds.), The Psychology of Illustration (pp. 116-135). Springer-Verlag. 

[14] Shreiner, T. L. (in press). Building a data-literate citizenry: How social studies state standards address data literacy across grades and disciplines. Information and Learning Sciences

[15] Friel, S. N., Curcio, F. R., & Bright, G. W. (2001). Making sense of graphs: Critical factors influencing comprehension and instructional implications. Journal for Research in Mathematics Education, 32(2), 124-158. 
Maltese, A. V., Harsh, J. A., & Svetina, D. (2015). Data visualization literacy: Investigating data interpretation along the novice-expert continuum. Journal of College Science Teaching, 45, 84-90. 
Shah, P., & Hoeffner, J. (2002). Review of graphic comprehension research: Implications for instruction. Educational Psychology Review, 14, 47-69. https://doi.org/10.1023/A:1013180410169 
Shah, P., Mayer, R. E., & Hegarty, M. (1999). Graphs as aids to knowledge comprehension: Signaling techniques for guiding the process of graph comprehension. Journal of Educational Psychology, 91, 690-702. https://doi.org/10.1037/0022-0663.91.4.690 

[16] Friel, S. N., Curcio, F. R., & Bright, G. W. (2001). Making sense of graphs: Critical factors influencing comprehension and instructional implications. Journal for Research in Mathematics Education, 32(2), 124-158. 
Shah, P., & Hoeffner, J. (2002). Review of graphic comprehension research: Implications for instruction. Educational Psychology Review, 14, 47-69. https://doi.org/10.1023/A:1013180410169 
Shah, P., Mayer, R. E., & Hegarty, M. (1999). Graphs as aids to knowledge comprehension: Signaling techniques for guiding the process of graph comprehension. Journal of Educational Psychology, 91, 690-702. https://doi.org/10.1037/0022-0663.91.4.690 

[17] Ibid. 

[18] Friel, S. N., Curcio, F. R., & Bright, G. W. (2001). Making sense of graphs: Critical factors influencing comprehension and instructional implications. Journal for Research in Mathematics Education, 32(2), 124-158.
Shah, P., & Hoeffner, J. (2002). Review of graphic comprehension research: Implications for instruction. Educational Psychology Review, 14, 47-69. https://doi.org/10.1023/A:1013180410169 

[19] Shah, P., & Hoeffner, J. (2002). Review of graphic comprehension research: Implications for instruction. Educational Psychology Review, 14, 47-69. https://doi.org/10.1023/A:1013180410169 

[20] Börner, K., & Polley, D. E. (2014). Visual insights: A practical guide to making sense of data. MIT Press. 
Hunter, B., Crismore, A., & Pearson, P. D. (1987). Visual displays in basal readers and social studies textbooks. In D. M. Willows & H. A. Houghton (Eds.), The Psychology of Illustration (pp. 116-135). Springer-Verlag. 

[21] Shreiner, T. L. (2018). Data literacy for social studies: Examining the role of data visualizations in K-12 textbooks. Theory & Research in Social Education, 46, 194-231. https://doi.org/https://doi.org/10.1080/00933104.2017.1400483 

[22] Webb, C. (2013). Beyond memorization: Rethinking maps in the history classroom. World History Connected, 10(1). http://worldhistoryconnected.press.illinois.edu/10.1/index.html   

[23] Marshall, T. (2015). Prisoners of geography: Ten maps that explain everything about the world. Scribner, p. 117.

[24] Duke, N. K., Martin, N. M., Norman, R. R., Knight, J. A., & Roberts, K. L. (2013, November). Beyond concepts of print: Development of concepts of graphics in text, preK to grade 3. Research in the Teaching of English, 48, 175-203. 
Roberts, K. L., & Brugar, K. A. (2014). Navigating maps to support comprehension: When textbooks don't have GPS. The Geography Teacher, 11, 149-163. https://doi.org/10.1080/19338341.2014.975143 

[25] Gregg, M., & Leinhardt, G. (1994). Mapping out geography: An example of epistemology and education. Review of Educational Research, 64, 311-361. https://doi.org/10.2307/1170697 
Roberts, K. L., & Brugar, K. A. (2014). Navigating maps to support comprehension: When textbooks don't have GPS. The Geography Teacher, 11, 149-163. https://doi.org/10.1080/19338341.2014.975143 

[26] Bausmith, J. M., & Leinhardt, G. (1998). Middle-school students' map construction: Understanding complex spatial displays. Journal of Geography, 97, 93-107. https://doi.org/10.1080/00221349808978834 

[27] Shreiner, T. L. (2020). Building a data-literate citizenry: How U.S. state standards address data and data visualizations in social studies. Information and Learning Sciences. https://doi.org/https://doi.org/10.1108/ILS-03-2020-0054 

[28] Ibid.

[29] Ibid. 

[30] Ibid. 

 

 

 






 

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