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Integrating data analysis into an introductory macroeconomics course

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  • Wolfe, Marketa Halova

Abstract

Data analysis and applying knowledge to real-world settings rank among key skills of college graduates. This paper shows how to completely integrate data analysis and application of knowledge to real-world settings into an introductory macroeconomics course. Every class meeting is structured as a series of activities that students work through using free, publicly available data. Time can be allotted to these activities during class because the course takes advantage of two previously documented active learning pedagogies (flipped classroom and team-based learning). Students benefit by gaining data analysis skills, applying knowledge to real-world settings, digging deeper into the material and contentious topics, and learning that results from combining the data analysis approach with the active learning approaches.

Suggested Citation

  • Wolfe, Marketa Halova, 2020. "Integrating data analysis into an introductory macroeconomics course," International Review of Economics Education, Elsevier, vol. 33(C).
  • Handle: RePEc:eee:ireced:v:33:y:2020:i:c:s1477388020300037
    DOI: 10.1016/j.iree.2020.100176
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    References listed on IDEAS

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    1. Becker, Ralf & Proud, Steven, 2018. "Flipping quantitative tutorials," International Review of Economics Education, Elsevier, vol. 29(C), pages 59-73.
    2. Jessica Hennessey, 2014. "Motivating a Productive Discussion of Normative Issues Through Debates," The Journal of Economic Education, Taylor & Francis Journals, vol. 45(3), pages 225-239, September.
    3. Calimeris, Lauren & Sauer, Katherine M., 2015. "Flipping out about the flip: All hype or is there hope?," International Review of Economics Education, Elsevier, vol. 20(C), pages 13-28.
    4. 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.
    5. Lombardini, Chiara & Lakkala, Minna & Muukkonen, Hanni, 2018. "The impact of the flipped classroom in a principles of microeconomics course: evidence from a quasi-experiment with two flipped classroom designs," International Review of Economics Education, Elsevier, vol. 29(C), pages 14-28.
    6. W. Lee Hansen, 2001. "Expected Proficiencies for Undergraduate Economics Majors," The Journal of Economic Education, Taylor & Francis Journals, vol. 32(3), pages 231-242, January.
    7. Olitsky, Neal H. & Cosgrove, Sarah B., 2016. "The better blend? Flipping the principles of microeconomics classroom," International Review of Economics Education, Elsevier, vol. 21(C), pages 1-11.
    8. 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.
    9. Weisman, Dennis L., 2017. "How to integrate economic analysis into classroom discussions of diversity?," International Review of Economics Education, Elsevier, vol. 25(C), pages 8-14.
    10. Odell, Kathleen E., 2018. "Team-based learning and student performance: Preliminary evidence from a principles of macroeconomics classroom," International Review of Economics Education, Elsevier, vol. 29(C), pages 44-58.
    11. Steven Jones & Eric Hoest & Richie Fuld & David Colander & Mahesh Dahal, 2009. "What Economics Majors Think of the Economics Major," Chapters, in: David Colander & KimMarie McGoldrick (ed.), Educating Economists, chapter 22, Edward Elgar Publishing.
    12. Calimeris, Lauren, 2018. "Effects of flipping the principles of microeconomics class: Does scheduling matter?," International Review of Economics Education, Elsevier, vol. 29(C), pages 29-43.
    13. Georg Strasser & Marketa Halova Wolfe, 2014. "Learning to Argue with Intermediate Macro Theory: A Semester-Long Team Writing Project," The Journal of Economic Education, Taylor & Francis Journals, vol. 45(3), pages 191-210, September.
    14. Mary C. Suiter & Diego Mendez-Carbajo, 2018. "FREDcast: Economic forecasting game," The Journal of Economic Education, Taylor & Francis Journals, vol. 49(3), pages 296-296, July.
    15. Mary C. Suiter & Katrina Stierholz, 2009. "GeoFRED™: A Picture Is Worth a Thousand Words," The Journal of Economic Education, Taylor & Francis Journals, vol. 40(4), pages 446-446, October.
    16. repec:wly:soecon:v:83:1:y:2016:p:321-331 is not listed on IDEAS
    17. Joseph Santos & Angeline M. Lavin, 2004. "Do as I Do, Not as I Say: Assessing Outcomes When Students Think Like Economists," The Journal of Economic Education, Taylor & Francis Journals, vol. 35(2), pages 148-161, April.
    18. Mark Maier & Joann Bangs & Niels-Hugo Blunch, 2010. "Context-rich Problems in Economics," Chapters, in: Michael K. Salemi & William B. Walstad (ed.), Teaching Innovations in Economics, chapter 8, Edward Elgar Publishing.
    19. Maureen J. Lage & Glenn J. Platt & Michael Treglia, 2000. "Inverting the Classroom: A Gateway to Creating an Inclusive Learning Environment," The Journal of Economic Education, Taylor & Francis Journals, vol. 31(1), pages 30-43, December.
    20. Aaron Swoboda & Lauren Feiler, 2016. "Measuring the Effect of Blended Learning: Evidence from a Selective Liberal Arts College," American Economic Review, American Economic Association, vol. 106(5), pages 368-372, May.
    21. Cathleen Whiting, 2006. "Data-based Active Learning in the Principles of Macroeconomics Course: A Mock FOMC Meeting," The Journal of Economic Education, Taylor & Francis Journals, vol. 37(2), pages 171-177, April.
    22. 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.
    23. Jennifer Imazeki, 2014. "Bring-Your-Own-Device: Turning Cell Phones into Forces for Good," The Journal of Economic Education, Taylor & Francis Journals, vol. 45(3), pages 240-250, September.
    24. Nathan Wozny & Cary Balser & Drew Ives, 2018. "Evaluating the flipped classroom: A randomized controlled trial," The Journal of Economic Education, Taylor & Francis Journals, vol. 49(2), pages 115-129, April.
    25. 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.
    26. Mary C. Suiter & Keith G. Taylor, 2016. "Resources for economic educators from the Federal Reserve Bank of St. Louis," The Journal of Economic Education, Taylor & Francis Journals, vol. 47(1), pages 71-75, January.
    27. KimMarie McGoldrick & Robert Rebelein & Jennifer K. Rhoads & Sue Stockly, 2010. "Making Cooperative Learning Effective for Economics," Chapters, in: Michael K. Salemi & William B. Walstad (ed.), Teaching Innovations in Economics, chapter 4, Edward Elgar Publishing.
    28. Roach, Travis, 2014. "Student perceptions toward flipped learning: New methods to increase interaction and active learning in economics," International Review of Economics Education, Elsevier, vol. 17(C), pages 74-84.
    29. Aricò, Fabio R. & Lancaster, Simon J., 2018. "Facilitating active learning and enhancing student self-assessment skills," International Review of Economics Education, Elsevier, vol. 29(C), pages 6-13.
    30. William L. Goffe & David Kauper, 2014. "A Survey of Principles Instructors: Why Lecture Prevails," The Journal of Economic Education, Taylor & Francis Journals, vol. 45(4), pages 360-375, December.
    31. Michael K. Salemi, 2002. "An Illustrated Case for Active Learning," Southern Economic Journal, John Wiley & Sons, vol. 68(3), pages 721-731, January.
    32. Rita A. Balaban & Donna B. Gilleskie & Uyen Tran, 2016. "A quantitative evaluation of the flipped classroom in a large lecture principles of economics course," The Journal of Economic Education, Taylor & Francis Journals, vol. 47(4), pages 269-287, October.
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    Cited by:

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    3. Anna Maximova & Steve Muchiri & Mihai Paraschiv, 2023. "A Stroll Down the Dollar Street: Teaching Per-Capita GDP Using Internationally Comparable Photographs," Journal of Economics Teaching, Journal of Economics Teaching, vol. 8(2), pages 87-113, May.
    4. Diego Mendez-Carbajo, 2023. "Using Federal Reserve Economic Data® Data to Address Diversity and Inclusion in the Classroom," The American Economist, Sage Publications, vol. 68(1), pages 126-139, March.

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    More about this item

    Keywords

    Data analysis; FRED; GeoFRED; Introduction to macroeconomics; Flipped classroom; Team-based learning;
    All these keywords.

    JEL classification:

    • A20 - General Economics and Teaching - - Economic Education and Teaching of Economics - - - General
    • A22 - General Economics and Teaching - - Economic Education and Teaching of Economics - - - Undergraduate
    • C82 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Macroeconomic Data; Data Access
    • E00 - Macroeconomics and Monetary Economics - - General - - - General

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