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Choice of data visualization tool: FRED or spreadsheets?

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  • Mendez-Carbajo, Diego
  • Dellachiesa, Alejandro

Abstract

We study the impact that the choice of data visualization tool has on student ability to create a graph and interpret the information contained in it. We use a systematic random assignment approach and control for student demographic and academic characteristics. We compare the use of spreadsheets to the use of FRED (Federal Reserve Economic Data) among 471 undergraduate students of statistics for business and economics. We find that although there is no statistical difference between groups in the number of started assignments, the number of completed FRED assignments is significantly larger than the number of completed Google Sheets assignments. With that caveat, we find no association between the choice of data visualization tool and the proportion of correctly built graphs, average frustration, and perceived difficulty reported by students when building the graph. We document lower confidence in the task among female students and students who used FRED.

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  • Mendez-Carbajo, Diego & Dellachiesa, Alejandro, 2023. "Choice of data visualization tool: FRED or spreadsheets?," International Review of Economics Education, Elsevier, vol. 44(C).
    • Handle: RePEc:eee:ireced:v:44:y:2023:i:c:s1477388023000166
    DOI: 10.1016/j.iree.2023.100275
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    1. Julia VanderMolen & Christy Spivey, 2017. "Creating infographics to enhance student engagement and communication in health economics," The Journal of Economic Education, Taylor & Francis Journals, vol. 48(3), pages 198-205, July.
    2. Judith A. McDonald & Robert J. Thornton, 2011. "Estimating Gender Wage Gaps," The Journal of Economic Education, Taylor & Francis Journals, vol. 42(4), pages 405-413, October.
    3. Diego Mendez-Carbajo & Keith G. Taylor & Mark A. Bayles, 2017. "Building a Taylor Rule Using FRED," Journal of Economics Teaching, Journal of Economics Teaching, vol. 2(1), pages 14-29, June.
    4. Anna Josephson & Larry DeBoer & Dave Nelson & Angelika Zissimopoulos, 2019. "Learning to do: Facilitating practice in a large introductory macroeconomics class," The Journal of Economic Education, Taylor & Francis Journals, vol. 50(2), pages 142-156, April.
    5. James Staveley-O'Carroll, 2018. "Integrating graphing assignments into a money and banking course using FRED," The Journal of Economic Education, Taylor & Francis Journals, vol. 49(1), pages 72-90, January.
    6. McCann, Michael & Russon, Jo-Anna, 2019. "Active financial analysis: Stimulating engagement using Bloomberg for introductory finance students," International Review of Economics Education, Elsevier, vol. 30(C), pages 1-1.
    7. Sam Allgood & Amanda Bayer, 2017. "Learning Outcomes for Economists," American Economic Review, American Economic Association, vol. 107(5), pages 660-664, May.
    8. van Bergeijk, Peter A.G., 2014. "Earth-economics: A closed economy approach with real world data," International Review of Economics Education, Elsevier, vol. 15(C), pages 60-70.
    9. Wolfe, Marketa Halova, 2020. "Integrating data analysis into an introductory macroeconomics course," International Review of Economics Education, Elsevier, vol. 33(C).
    10. repec:eee:ireced:v:30:y:2019:i:c:p:- is not listed on IDEAS
    11. Diego Mendez-Carbajo, 2020. "Active learning with FRED data," The Journal of Economic Education, Taylor & Francis Journals, vol. 51(1), pages 87-94, January.
    12. Wuthisatian, Rattaphon & Thanetsunthorn, Namporn, 2019. "Teaching macroeconomics with data: Materials for enhancing students’ quantitative skills," International Review of Economics Education, Elsevier, vol. 30(C), pages 1-1.
    13. Simon D. Halliday, 2019. "Data literacy in economic development," The Journal of Economic Education, Taylor & Francis Journals, vol. 50(3), pages 284-298, July.
    14. Richard Ball & Norm Medeiros, 2012. "Teaching Integrity in Empirical Research: A Protocol for Documenting Data Management and Analysis," The Journal of Economic Education, Taylor & Francis Journals, vol. 43(2), pages 182-189, April.
    15. Easton, Todd, 2020. "Teaching econometrics with data on coworker salaries and job satisfaction," International Review of Economics Education, Elsevier, vol. 34(C).
    16. Diego Méndez-Carbajo, 2015. "Visualizing Data and the Online FRED Database," The Journal of Economic Education, Taylor & Francis Journals, vol. 46(4), pages 420-429, October.
    17. Tomas Dvorak & Simon D. Halliday & Michael O’Hara & Aaron Swoboda, 2019. "Efficient empiricism: Streamlining teaching, research, and learning in empirical courses," The Journal of Economic Education, Taylor & Francis Journals, vol. 50(3), pages 242-257, July.
    18. Bruce T. Elmslie & Edinaldo Tebaldi, 2010. "Teaching Economic Growth Theory with Data," The Journal of Economic Education, Taylor & Francis Journals, vol. 41(2), pages 110-124, March.
    19. Dean Croushore & Hossein S. Kazemi, 2019. "Teaching courses in macroeconomics and monetary policy with Bloomberg analytics," The Journal of Economic Education, Taylor & Francis Journals, vol. 50(2), pages 108-128, April.
    20. Amy McCormick Diduch, 2012. "Using the Consumer Expenditure Survey to Teach Poverty Measurement," The Journal of Economic Education, Taylor & Francis Journals, vol. 43(1), pages 99-106, January.
    21. Diego Méndez-Carbajo & Carlos J. Asarta, 2017. "Using FRED data to teach price elasticity of demand," The Journal of Economic Education, Taylor & Francis Journals, vol. 48(3), pages 176-185, July.
    22. William A. Reese & Russell P. Robins, 2017. "Performing an event study: An exercise for finance students," The Journal of Economic Education, Taylor & Francis Journals, vol. 48(3), pages 206-215, July.
    23. Emily C. Marshall & Anthony Underwood, 2019. "Writing in the discipline and reproducible methods: A process-oriented approach to teaching empirical undergraduate economics research," The Journal of Economic Education, Taylor & Francis Journals, vol. 50(1), pages 17-32, January.
    24. Steven Batt & Tara Grealis & Oskar Harmon & Paul Tomolonis, 2020. "Learning Tableau: A data visualization tool," The Journal of Economic Education, Taylor & Francis Journals, vol. 51(3-4), pages 317-328, August.
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