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The Political Economy of Data Production

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  • Kerner, Andrew
  • Crabtree, Charles

Abstract

Cross-national macroeconomic statistics are nearly ubiquitous in international relations and comparative politics research. While we know that these data can only be measured with error, our reliance on them implies a belief that those errors are random, or, at a minimum, unrelated to the political phenomena we use them to understand. But that is implausible. Measuring the economy is largely a state function, and the political-economic backdrop against which it occurs inherently shapes it. The implicit belief that the politics of data production are inconsequential to political science research should be scrutinized. We examine this belief using a newly available dataset of ex post revisions to World Development Indicators data, with a particular focus on GDP growth statistics. We find that revisions to these data reveal a form of measurement error that is both consequential—simple political economy relationships vary substantially depending on which version of the data is used—and systematic. We focus particularly on the IMF’s role in the political economy of data production, but our analysis reveals other political factors that inform the scale and direction of ex post revisions.

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  • Kerner, Andrew & Crabtree, Charles, 2018. "The Political Economy of Data Production," SocArXiv qsxae, Center for Open Science.
  • Handle: RePEc:osf:socarx:qsxae
    DOI: 10.31219/osf.io/qsxae
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    as
    1. Martin Ravallion, 2016. "Toward better global poverty measures," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 14(2), pages 227-248, June.
    2. Martin S. Edwards, 2005. "Investor Responses to IMF Program Suspensions: Is Noncompliance Costly?," Social Science Quarterly, Southwestern Social Science Association, vol. 86(4), pages 857-873, December.
    3. Milanovic, Branko, 2009. "Global inequality recalculated : the effect of new 2005 PPP estimates on global inequality," Policy Research Working Paper Series 5061, The World Bank.
    4. Alt, James & Lassen, David Dreyer & Wehner, Joachim, 2014. "It Isn't Just about Greece: Domestic Politics, Transparency and Fiscal Gimmickry in Europe," British Journal of Political Science, Cambridge University Press, vol. 44(04), pages 707-716, October.
    5. John Cady, 2005. "Does SDDS Subscription Reduce Borrowing Costs for Emerging Market Economies?," IMF Staff Papers, Palgrave Macmillan, vol. 52(3), pages 1-6.
    6. Alberto Alesina & Dani Rodrik, 1994. "Distributive Politics and Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(2), pages 465-490.
    7. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    8. Johnson, Simon & Larson, William & Papageorgiou, Chris & Subramanian, Arvind, 2013. "Is newer better? Penn World Table Revisions and their impact on growth estimates," Journal of Monetary Economics, Elsevier, vol. 60(2), pages 255-274.
    9. Diane Coyle, 2015. "GDP: A Brief but Affectionate History (Revised and Expanded Edition)," Economics Books, Princeton University Press, edition 2, number 10598.
    10. Andrew Kerner & Morten Jerven & Alison Beatty, 2017. "Does it pay to be poor? Testing for systematically underreported GNI estimates," The Review of International Organizations, Springer, vol. 12(1), pages 1-38, March.
    11. José Cheibub & Jennifer Gandhi & James Vreeland, 2010. "Democracy and dictatorship revisited," Public Choice, Springer, vol. 143(1), pages 67-101, April.
    12. Hristos Doucouliagos & Mehmet Ali Ulubaşoğlu, 2008. "Democracy and Economic Growth: A Meta‐Analysis," American Journal of Political Science, John Wiley & Sons, vol. 52(1), pages 61-83, January.
    13. Angus Deaton & Alan Heston, 2010. "Understanding PPPs and PPP-Based National Accounts," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(4), pages 1-35, October.
    14. R. J. Rummel, 1967. "Understanding factor analysis," Journal of Conflict Resolution, Peace Science Society (International), vol. 11(4), pages 444-480, December.
    15. James Raymond Vreeland, 2008. "The Effect of Political Regime on Civil War," Journal of Conflict Resolution, Peace Science Society (International), vol. 52(3), pages 401-425, June.
    16. Aidan Regan & Samuel Brazys, 2017. "Celtic phoenix or leprechaun economics? The politics of an FDI led growth model in Europe," Working Papers 201701, Geary Institute, University College Dublin.
    17. Rozanski, Jerzy & Yeats, Alexander, 1994. "On the (in)accuracy of economic observations: An assessment of trends in the reliability of international trade statistics," Journal of Development Economics, Elsevier, vol. 44(1), pages 103-130, June.
    18. Pemstein, Daniel & Meserve, Stephen A. & Melton, James, 2010. "Democratic Compromise: A Latent Variable Analysis of Ten Measures of Regime Type," Political Analysis, Cambridge University Press, vol. 18(4), pages 426-449.
    19. Herrera, Yoshiko M. & Kapur, Devesh, 2007. "Improving Data Quality: Actors, Incentives, and Capabilities," Political Analysis, Cambridge University Press, vol. 15(4), pages 365-386.
    20. Mrs. Carol S Carson & Mr. Sarmad Khawaja & Mr. Thomas K. Morrison, 2004. "Revisions Policy for Official Statistics: A Matter of Governance," IMF Working Papers 2004/087, International Monetary Fund.
    21. Nooruddin, Irfan & Simmons, Joel W., 2006. "The Politics of Hard Choices: IMF Programs and Government Spending," International Organization, Cambridge University Press, vol. 60(4), pages 1001-1033, October.
    22. Wallace, Jeremy L., 2016. "Juking the Stats? Authoritarian Information Problems in China," British Journal of Political Science, Cambridge University Press, vol. 46(1), pages 11-29, January.
    23. Francien Berry & Massimiliano Iommi & Mr. Michael Stanger & Louis Venter, 2018. "The Status of GDP Compilation Practices in 189 Economies and the Relevance for Policy Analysis," IMF Working Papers 2018/037, International Monetary Fund.
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    1. Indaco, Agustín, 2020. "From twitter to GDP: Estimating economic activity from social media," Regional Science and Urban Economics, Elsevier, vol. 85(C).

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