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A Big Data Approach to Optimal Sales Taxation

Author

Listed:
  • Christian Baker

    (Department of Economics, Brigham Young University)

  • Jeremy Bejarano

    (Department of Economics, University of Chicago)

  • Richard W. Evans

    (Department of Economics, Brigham Young University)

  • Kenneth L. Judd

    (Hoover Institution, Stanford University)

  • Kerk L. Phillips

    (Department of Economics, Brigham Young University)

Abstract

We characterize and demonstrate a solution method for an optimal commodity (sales) tax problem consisting of multiple goods, heterogeneous agents, and a nonconvex policy maker optimization problem. Our approach allows for more dimensions of heterogeneity than has been previously possible, incorporates potential model uncertainty and policy objective uncertainty, and relaxes some of the assumptions in the previous literature that were necessary to generate a convex optimization problem for the policy maker. Our solution technique involves creating a large database of optimal responses by different individuals for different policy parameters and using ``big data'' techniques to compute policy maker objective values over these individuals. We calibrate our model to the United States and test the effects of a differentiated optimal commodity tax versus a flat tax and the effect of exempting a broad class of goods (services) from commodity taxation. We find that only a potentially small amount of tax revenue is lost for a given societal welfare level by departing from an optimal differentiated sales tax schedule to a uniform flat tax and that there is only a small loss in revenue from exempting a class of goods such as services in the United States.

Suggested Citation

  • Christian Baker & Jeremy Bejarano & Richard W. Evans & Kenneth L. Judd & Kerk L. Phillips, 2014. "A Big Data Approach to Optimal Sales Taxation," BYU Macroeconomics and Computational Laboratory Working Paper Series 2014-03, Brigham Young University, Department of Economics, BYU Macroeconomics and Computational Laboratory.
  • Handle: RePEc:byu:byumcl:201403
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    References listed on IDEAS

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    1. Mehra, Rajnish & Prescott, Edward C., 1985. "The equity premium: A puzzle," Journal of Monetary Economics, Elsevier, vol. 15(2), pages 145-161, March.
    2. Liran Einav & Jonathan Levin, 2014. "The Data Revolution and Economic Analysis," Innovation Policy and the Economy, University of Chicago Press, vol. 14(1), pages 1-24.
    3. Rebekka Christopoulou & Philip Vermeulen, 2012. "Markups in the Euro area and the US over the period 1981–2004: a comparison of 50 sectors," Empirical Economics, Springer, vol. 42(1), pages 53-77, February.
    4. Kenneth L. Judd, 1998. "Numerical Methods in Economics," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262100711, December.
    5. James B. McDonald, 2008. "Some Generalized Functions for the Size Distribution of Income," Economic Studies in Inequality, Social Exclusion, and Well-Being, in: Duangkamon Chotikapanich (ed.), Modeling Income Distributions and Lorenz Curves, chapter 3, pages 37-55, Springer.
    6. Naito, Hisahiro, 1999. "Re-examination of uniform commodity taxes under a non-linear income tax system and its implication for production efficiency," Journal of Public Economics, Elsevier, vol. 71(2), pages 165-188, February.
    7. James Alm & Mikhail I. Melnik, 2005. "Sales Taxes and the Decision to Purchase Online," Public Finance Review, , vol. 33(2), pages 184-212, March.
    8. Mankiw, N. Gregory & Zeldes, Stephen P., 1991. "The consumption of stockholders and nonstockholders," Journal of Financial Economics, Elsevier, vol. 29(1), pages 97-112, March.
    9. Campbell, John Y, 1996. "Understanding Risk and Return," Journal of Political Economy, University of Chicago Press, vol. 104(2), pages 298-345, April.
    10. Dixit, Avinash K & Stiglitz, Joseph E, 1977. "Monopolistic Competition and Optimum Product Diversity," American Economic Review, American Economic Association, vol. 67(3), pages 297-308, June.
    11. Deaton, Angus, 1977. "Equity, efficiency, and the structure of indirect taxation," Journal of Public Economics, Elsevier, vol. 8(3), pages 299-312, December.
    12. Joel Slemrod & Jon Bakija, 2004. "Taxing Ourselves, 3rd Edition: A Citizen's Guide to the Debate over Taxes," MIT Press Books, The MIT Press, edition 3, volume 1, number 026269302x, December.
    13. Diamond, Peter A & Mirrlees, James A, 1971. "Optimal Taxation and Public Production: I--Production Efficiency," American Economic Review, American Economic Association, vol. 61(1), pages 8-27, March.
    14. James R. Hines Jr., 2007. "Taxing Consumption and Other Sins," Journal of Economic Perspectives, American Economic Association, vol. 21(1), pages 49-68, Winter.
    15. Mark A. Scanlan, 2007. "Tax Sensitivity in Electronic Commerce," Fiscal Studies, Institute for Fiscal Studies, vol. 28(4), pages 417-436, December.
    16. Ballard, Charles L. & Lee, Jaimin, 2007. "Internet Purchases, Cross-Border Shopping, and Sales Taxes," National Tax Journal, National Tax Association;National Tax Journal, vol. 60(4), pages 711-725, December.
    17. Saez, Emmanuel, 2002. "The desirability of commodity taxation under non-linear income taxation and heterogeneous tastes," Journal of Public Economics, Elsevier, vol. 83(2), pages 217-230, February.
    18. Blake, David, 1996. "Efficiency, Risk Aversion and Portfolio Insurance: An Analysis of Financial Asset Portfolios Held by Investors in the United Kingdom," Economic Journal, Royal Economic Society, vol. 106(438), pages 1175-1192, September.
    19. Glenn Ellison & Sara Fisher Ellison, 2009. "Tax Sensitivity and Home State Preferences in Internet Purchasing," American Economic Journal: Economic Policy, American Economic Association, vol. 1(2), pages 53-71, August.
    20. Narayana R. Kocherlakota, 1996. "The Equity Premium: It's Still a Puzzle," Journal of Economic Literature, American Economic Association, vol. 34(1), pages 42-71, March.
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    Cited by:

    1. Islam, Nizamul & Colombino, Ugo, 2018. "The case for NIT+FT in Europe. An empirical optimal taxation exercise," Economic Modelling, Elsevier, vol. 75(C), pages 38-69.

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    More about this item

    Keywords

    lOptimal tax; sales tax; commodity tax; big data; robustness;
    All these keywords.

    JEL classification:

    • C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis
    • C63 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Computational Techniques
    • D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
    • E62 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - Fiscal Policy; Modern Monetary Theory
    • H21 - Public Economics - - Taxation, Subsidies, and Revenue - - - Efficiency; Optimal Taxation

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