The Cult of Statistical Significance – What Economists Should and Should Not Do to Make their Data Talk
This article takes issue with a rather devastating critique of statistical significance testing propagated in a recent book by Ziliak/McCloskey (2008) of the same title. Ziliak/McCloskey argue that statistical significance testing is a barrier rather than a booster for empirical research in economics and should therefore be abandoned altogether. The present article argues that this is good advice in some research areas but not in others, with the aim of making practitioners aware of various fallacies connected with the concept of statistical significance, and at the same time showing where significance testing is most fruitfully employed. Taking all issues which have appeared so far of the German Economic Review and a recent epidemiological meta-analysis as examples, the present paper shows that there has indeed been a lot of misleading work where confirmatory significance testing has played a major role, and that at the same time many promising avenues, best summarized under the heading “specification tests”, have not been used.
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Volume (Year): 131 (2011)
Issue (Month): 3 ()
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- Inmaculada Martínez-Zarzoso & Felicitas Nowak-Lehmann D. & Stephan Klasen & Mario Larch, 2009.
"Does German Development Aid Promote German Exports?,"
German Economic Review,
Verein für Socialpolitik, vol. 10, pages 317-338, 08.
- Inmaculada Martínez Zarzoso & Felictas Nowak-Lehmann D. & Stephan Klasen & Mario Larch, 2008. "Does German Development Aid Promote German Exports?," Ibero America Institute for Econ. Research (IAI) Discussion Papers 170, Ibero-America Institute for Economic Research.
- Martínez-Zarzoso, Inmaculada & Nowak-Lehmann D., Felicitas & Klasen, Stefan & Larch, Mario, 2008. "Does German Development Aid Promote German Exports?," Proceedings of the German Development Economics Conference, Zurich 2008 26, Verein für Socialpolitik, Research Committee Development Economics.
- Walter Krämer & Gerhard Arminger, 2011.
"“True Believers” or Numerical Terrorism at the Nuclear Power Plant,"
Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik),
Justus-Liebig University Giessen, Department of Statistics and Economics, vol. 231(5-6), pages 608-620, November.
- Walter Kraemer & Gerhard Arminger, 2010. ""True Believers" or Numerical Terrorism at the Nuclear Power Plant," CESifo Working Paper Series 3180, CESifo Group Munich.
- Ronald Bachmann & Michael C. Burda, 2010.
"Sectoral Transformation, Turbulence and Labor Market Dynamics in Germany,"
German Economic Review,
Verein für Socialpolitik, vol. 11, pages 37-59, 02.
- Ronald Bachmann & Michael C. Burda, 2007. "Sectoral Transformation, Turbulence, and Labor Market Dynamics in Germany," Ruhr Economic Papers 0005, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.
- Bachmann, Ronald & Burda, Michael C., 2008. "Sectoral Transformation, Turbulence, and Labor Market Dynamics in Germany," IZA Discussion Papers 3324, Institute for the Study of Labor (IZA).
- Ronald Bachmann & Michael C. Burda, 2007. "Sectoral Transformation, Turbulence, and Labour Market Dynamics in Germany," SFB 649 Discussion Papers SFB649DP2007-008, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany.
- Bachmann, Ronald & Burda, Michael C, 2007. "Sectoral Transformation, Turbulence, and Labour Market Dynamics in Germany," CEPR Discussion Papers 6226, C.E.P.R. Discussion Papers.
- Bettina Becker & Silke Uebelmesser, 2010.
"Health Insurance Competition in Germany - The Role of Advertising,"
Discussion Paper Series
2010_05, Department of Economics, Loughborough University, revised Mar 2010.
- Bettina Becker & Silke Uebelmesser, 2010. "Health Insurance Competition in Germany - the Role of Advertising," Schmollers Jahrbuch : Journal of Applied Social Science Studies / Zeitschrift für Wirtschafts- und Sozialwissenschaften, Duncker & Humblot, Berlin, vol. 130(2), pages 169-194.
- Lovell, Michael C, 1983. "Data Mining," The Review of Economics and Statistics, MIT Press, vol. 65(1), pages 1-12, February.
- McCloskey, Donald N, 1985. "The Loss Function Has Been Mislaid: The Rhetoric of Significance Tests," American Economic Review, American Economic Association, vol. 75(2), pages 201-05, May.
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