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Anonymized Firm Data under Test: Evidence from a Replication Study

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  • Wagner Joachim

    (University of Lueneburg, Campus 4.210, D-21332 Lueneburg, Germany)

Abstract

This paper contributes to the literature on the use of anonymized firm level data by reporting results from a replication study. To test for the practical usefulness of anonymized data I selected two of my published papers based on different cross sections of firm data. The data used there were anonymized by micro aggregation. I replicated the analyses reported in the papers with the anonymized data, and then compared the results to those produced with the original data. Frequently, the reported levels of statistical significance differ. Furthermore, statistically significant coefficients sometimes differ by order of magnitude. Therefore, at least for the moderate sample sizes used here micro-aggregated firm data should not be considered as a tool for empirical research.

Suggested Citation

  • Wagner Joachim, 2005. "Anonymized Firm Data under Test: Evidence from a Replication Study," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 225(5), pages 584-591, October.
    • Handle: RePEc:jns:jbstat:v:225:y:2005:i:5:p:584-591
    DOI: 10.1515/jbnst-2005-0507
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    References listed on IDEAS

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    1. Claus Schnabel & Joachim Wagner, 2001. "A Note on Pensions and Firm Performance: First Evidence from German Micro Data," Journal of Labor Research, Transaction Publishers, vol. 22(1), pages 207-211, January.
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