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CEO Pay-For-Performance Heterogeneity Using Quantile Regression

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Author Info

  • Kevin F. Hallock
  • Regina Madalozzo
  • Clayton G. Reck

Abstract

We provide some examples of how quantile regression can be used to investigate heterogeneity in pay-firm size and pay-performance relationships for U.S. CEOs. For example, do conditionally (predicted) high-wage managers have a stronger relationship between pay and performance than conditionally low-wage managers? Our results using data over a decade show, for some standard specifications, there is considerable heterogeneity in the returns-to-firm performance across the conditional distribution of wages. Quantile regression adds substantially to our understanding of the pay-performance relationship. This heterogeneity is masked when using more standard empirical techniques. Copyright (c) 2010, The Eastern Finance Association.

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Bibliographic Info

Article provided by Eastern Finance Association in its journal Financial Review.

Volume (Year): 45 (2010)
Issue (Month): 1 (02)
Pages: 1-19

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Handle: RePEc:bla:finrev:v:45:y:2010:i:1:p:1-19

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Web page: http://www.easternfinance.org/
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Cited by:
  1. Owen P. Hall Jr. & Darrol J. Stanley, 2012. "A comparative modelling analysis of firm performance," International Journal of Data Analysis Techniques and Strategies, Inderscience Enterprises Ltd, vol. 4(1), pages 43-56.
  2. Riachi, Ilham & Schwienbacher, Armin, 2013. "Securitization of corporate assets and executive compensation," Journal of Corporate Finance, Elsevier, vol. 21(C), pages 235-251.
  3. Katrin Sommerfeld, 2012. "Higher and Higher?: Performance Pay and Wage Inequality in Germany," SOEPpapers on Multidisciplinary Panel Data Research 476, DIW Berlin, The German Socio-Economic Panel (SOEP).
  4. Cheng, Chia-Yi, 2014. "A longitudinal study of newcomer job embeddedness and sales outcomes for life insurance salespersons," Journal of Business Research, Elsevier, vol. 67(7), pages 1430-1438.
  5. Guilherme Resende Oliveira & Benjamin Miranda Tabak & José Guilherme de Lara Resende & Daniel Oliveira Cajueiro, 2012. "Determinantes da Estrutura de Capital das Empresas Brasileiras: uma abordagem em regress˜ao quantílica," Working Papers Series 272, Central Bank of Brazil, Research Department.

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