Research publications - methods
This page presents the meta-analysis and meta-regression analysis methods publications of DeLMAR members. Library subscriptions are required in most instances to access these publications.
A - Z
Ioannidis, J., Stanley, T.D. and Doucouliagos, H. 2017. The power of bias in economics research. The Economic Journal. IN PRESS. DOI: 10.1111/ecoj.12461.
Stanley, T.D. 2017. Limitations of PET-PEESE and other meta-analysis methods. Social Psychology and Personality Science. IN PRESS. DOI: 10.1177/1948550617693062.
Stanley, T.D., Doucouliagos, H. and Ioannidis, J. 2017. Finding the power to reduce publication bias. Statistics in Medicine. IN PRESS. DOI: 10.1002/sim.7228.
Stanley, T.D. and Doucouliagos, H. 2016. Neither fixed nor random: weighted least squares meta-regression. Research Synthesis Methods. IN PRESS. DOI: 10.1002/jrsm.1211.
Stanley, T.D. and Doucouliagos, H. 2015. Neither fixed nor random: weighted least squares meta-analysis. Statistics in Medicine 34: 2116-127.
Stanley, T.D. and Doucouliagos, H. 2014. Meta-regression approximations to reduce publication selection bias. Research Synthesis Methods 5: 60-78.
Stanley, T.D. and Doucouliagos, H(C). 2012. Meta-Regression Analysis in Economics and Business, Oxford: Routledge.
Stanley, T.D., Jarrell, S.B. and Doucouliagos, H(C). 2010. Could it be better to discard 90% of the data? A statistical paradox. American Statistician 64: 70-7.
Stanley, T.D and Doucouliagos, H(C). 2010. Picture This: A simple graph that reveals much ado about research. Journal of Economic Surveys 24: 170-91.
Moreno, S.G., A.J. Sutton, A.E. Ades, Stanley, T.D., K.R. Abrams, J.L. Peters, N.J. Cooper. 2009. Assessment of regression-based methods to adjust for publication bias through a comprehensive simulation study. BMC Medical Research Methodology 9: 2.
Stanley, T.D., Doucouliagos, H(C) and Jarrell, S.B. 2008. 'Meta-regression analysis as the socio-economics of economics research', Journal of Socio-Economics 37: 276-92.
Stanley, T.D. 2008. 'Meta-regression methods for detecting and estimating empirical effect in the presence of publication selection', Oxford Bulletin of Economics and Statistics 70:103-27.
Working papers
This section contains unpublished versions of our meta-analysis applications and methods studies and works-in-progress.
T.D. Stanley, Evan C. Carter and Hristos Doucouliagos. What Meta-Analyses Reveal about the Replicability of Psychological Research. Deakin Laboratory for the Meta-Analysis of Research, Working Paper, November 2017.
The power of bias in economics research, John P.A. Ioannidis, T.D. Stanley and Hristos Doucouliagos, Deakin University Faculty of Business and Law Department of Economics SWP 2016/1
Chaikumbung, M., Doucouliagos, C. and Scarborough, H., The economic value of wetlands in developing countries: A meta-regression analysis, Deakin University Faculty Of Business And Law School Of Accounting, Economics And Finance SWP 2015/10
Stanley, T.D., Doucouliagos, C., and Steel, P., Does ICT Generate Economic Growth?A Meta-Regression Analysis, Deakin University Faculty of Business and Law School Of Accounting, Economics And Finance SWP 2015/9
Kim, J., Doucouliagos, H., and Stanley, T.D., Market Efficiency in Asian and Australasian Stock Markets: A Fresh Look at the Evidence, Deakin University Faculty Of Business And Law School Of Accounting, Economics And Finance SWP 2014/9
Gallet C. and Doucouliagos, H., The Income Elasticity Of Air Travel: A Meta-Analysis, Deakin University Faculty Of Business And Law School Of Accounting, Economics And Finance SWP 2014/6
Stanley, T.D. and Doucouliagos, H., Better than Random: Weighted Least Squares Meta-Regression Analysis, Deakin University Faculty Of Business And Law School Of Accounting, Economics And Finance SWP 2013/2 (Updated July 2014)
Doucouliagos, H. and Paldam, M. The robust result in meta-analysis of aid effectiveness: A response to Mekasha and Tarp, Deakin University Faculty of Business and Law School Of Accounting, Economics And Finance SWP 2012/4
Stanley, T.D. and Doucouliagos, H., Meta-Regression Approximations to Reduce Publication Selection Bias, Deakin University Faculty Of Business And Law School Of Accounting, Economics And Finance SWP 2011/4
Doucouliagos, H., How Large is Large? Preliminary and relative guidelines for interpreting partial correlations in economics, Deakin University Faculty Of Business And Law School Of Accounting, Economics And Finance SWP 2011/5
Doucouliagos, H., Stanley, T.D., and Giles, M., Are Estimates of the Value of a Statistical Life Exaggerated? Deakin University Faculty Of Business And Law School Of Accounting, Economics And Finance SWP 2011/2
Doucouliagos, H. and Hall, J., Park Visitation, Constraints, and Satisfaction: A Meta-Analysis, Deakin University Faculty Of Business And Law School Of Accounting, Economics And Finance SWP 2010/18
Doucouliagos, H. and Laroche, P., Unions, Innovation, and Technology Adoption: New insights from the cross-country evidence, Deakin University Faculty Of Business And Law School Of Accounting, Economics And Finance SWP 2010/16
Doucouliagos, H. and Haman, J., Pay for Performance and Corporate Governance Reform, Deakin University Faculty Of Business And Law School Of Accounting, Economics And Finance SWP 2010/04
Stanley, T.D., Jarrell, S.B., and Doucouliagos, H., Could It Be Better to Discard 90% of the Data? A Statistical Paradox, Deakin University Faculty Of Business And Law School Of Accounting, Economics And Finance SWP 2009/13
Doucouliagos, H. and Stanley, T.D., Theory Competition and Selectivity: Are All Economic Facts Greatly Exaggerated?, Deakin University Faculty Of Business And Law School Of Accounting, Economics And Finance SWP 2008/06
Stanley, T.D. and Doucouliagos, H., Identifying and Correcting Publication Selection Bias in the Efficiency-Wage Literature: Heckman Meta-Regression, Deakin University Faculty Of Business And Law School Of Accounting, Economics And Finance SWP 2007/11
Doucouliagos, H. and Laroche, P., Unions And Profitability: A Meta-Analysis, Deakin University Faculty Of Business And Law School Of Accounting, Economics And Finance SWP 2007/01
Stanley, T.D. and Doucouliagos, H., Identifying and Correcting Publication Selection Bias in the Efficiency-Wage Literature: Heckman Meta-Regression, Deakin University Faculty Of Business And Law School Of Accounting, Economics And Finance SWP 2007/11
Doucouliagos, H. and Laroche, P., Unions And Profitability: A Meta-Analysis, Deakin University Faculty Of Business And Law School Of Accounting, Economics And Finance SWP 2007/01
Stanley T.D., Two-Stage Precision-Effect Estimation and Heckman Meta-Regression for Publication Selection Bias Deakin University Faculty of Business and Law School Of Accounting, Economics And Finance 2006/25
Stanley, T.D., Doucouliagos, C., Jarrell, S.B., Meta-Regression Analysis as the Socio-Economics of Economic Research, Deakin University Faculty of Business and Law School Of Accounting, Economics And Finance, SWP 2006/21
Stanley T.D., Meta-Regression Methods for Detecting and Estimating Effects in the Presence of Publication Selection, Deakin University Faculty of Business and Law School Of Accounting, Economics And Finance, SWP 2006/20
Stanley T.D and Doucouliagos, H. Publication Bias in Minimum-Wage Research? Card and Krueger Redux, Deakin University Faculty of Business and Law School Of Accounting, Economics And Finance SWP 2006/16
Doucouliagos, H., and Ulubasoglu, M., Democracy and Economic Growth: A Meta-Analysis, Deakin University Faculty of Business and Law School Of Accounting, Economics And Finance, SWP 2006/04
Doucouliagos, H., Laroche, P., Stanley, T.D., Publication Bias In Union-Productivity Research? Deakin University Faculty Of Business And Law School Of Accounting, Economics And Finance SWP 2004/17