Deakin University, Australia, and IZA, Germany
IZA World of Labor role
Author
Current position
Chair in Economics, Deakin University
Research interest
Aid effectiveness, meta-regression analysis, public choice, political economy, development economics, transition economies, fiscal interactions, minimum wage, inequality
Past positions
Economics Discipline Leader, 2012–2014; Associate Head of School (Research), 2004–2006
Qualifications
PhD Economics, Monash University, 1996
Selected publications
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“The power of bias in economics research.” The Economic Journal (Forthcoming) (with J. P. A. Ioannidis and T. D. Stanley).
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The Economics of Trade Unions: A Study of a Research Field and its Findings. Oxford: Routledge, 2017 (with R. B. Freeman and P. Laroche).
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“Neither fixed nor random: Weighted least squares meta-analysis.” Statistics in Medicine 34:13 (2015): 2116–2127 (with T. D. Stanley).
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Meta-Regression Analysis in Economics and Business. Oxford: Routledge, 2012 (with T. D. Stanley).
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Meta-regression analysis: Producing credible estimates from diverse evidence
Meta-regression methods can be used to develop evidence-based policies when the evidence base lacks credibility
Chris Doucouliagos, November 2016Good policy requires reliable scientific knowledge, but there are many obstacles. Most econometric estimates lack adequate statistical power; some estimates cannot be replicated; publication selection bias (the selective reporting of results) is common; and there is wide variation in the evidence base on most policy issues. Meta-regression analysis offers a way to increase statistical power, correct the evidence base for a range of biases, and make sense of the unceasing flow of contradictory econometric estimates. It enables policymakers to develop evidence-based policies even when the initial evidence base lacks credibility.MoreLess