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Articles

The fragility of results and bias in empirical research: an exploratory exposition

Pages 347-360 | Received 05 Jun 2018, Accepted 01 Dec 2018, Published online: 15 Dec 2018

References

  • Abed, G., & Davoodi, H. (2000). Corruption, structural reforms and economic performance in the transition economies (IMF Working Papers, No. 132).
  • Akcay, S. (2001). Is corruption an obstacle for foreign investors in developing countries? A cross-country evidence. Yapi Kredi Economic Review, 2, 27–34.
  • Al-Sadig, A. (2009). The effects of corruption on FDI inflows. Cato Journal, 29, 267–294.
  • Anderson, M. L. (2008). Multiple inference and gender differences in the effects of Early intervention: A reevaluation of the abecedarian, perry preschool, and early training projects. Journal of the American Statistical Association, 103, 1481–1495. doi: 10.1198/016214508000000841
  • Angrist, J. D., & Pischke, J.-S. (2010). The credibility revolution in empirical economics: How better research design is taking the con out of econometrics. Journal of Economic Perspectives, 24, 3–30. doi: 10.1257/jep.24.2.3
  • Armstrong, J. S. (1982). The Ombudsman: Is review by peers as fair as it appears?. Interfaces, 12, 62–74. doi: 10.1287/inte.12.5.62
  • Bahmani-Oskooee, M., & Alse, J. (1994). Short-run versus long-run effects of devaluation: Error correction modelling and cointegration. Eastern Economic Journal, 20, 453–464.
  • Bahmani-Oskooee, M., & Hegerty, S. W. (2010). The J- and S-curves: A survey of the recent literature. Journal of Economic Studies, 37, 580–596. doi: 10.1108/01443581011086639
  • Bahmani-Oskooee, M., & Ratha, A. (2004). The J-curve: A literature review. Applied Economics, 36, 1377–1398. doi: 10.1080/0003684042000201794
  • Black, D., & Nagin, D. (1998). Do right-to-carry laws deter violent crime? The Journal of Legal Studies, 27, 209–219. doi: 10.1086/468019
  • Card, D., & Krueger, A. B. (1995). Time-series minimum-wage studies: A meta-analysis. American Economic Review, 85, 238–243.
  • Christensen, G., & Miguel, E. (2018). Transparency, reproducibility, and the credibility of economics research. Journal of Economic Literature, 56, 920–980. doi: 10.1257/jel.20171350
  • Cole, M. A., Elliott, R. J. R., & Zhang, L. (2017). Foreign direct investment and the environment. Annual Review of Environment and Resources, 42, 465–487. doi: 10.1146/annurev-environ-102016-060916
  • Cooley, T. F., & LeRoy, S. F. (1986). What will take the con out of econometrics? A reply to McAleer, Pagan, and Volker. American Economic Review, 76, 504–507.
  • Doucouliagos, H., & Stanley, T. D. (2009). Publication selection bias in minimum-wage research? A meta-regression analysis. British Journal of Industrial Relations, 47, 406–428. doi: 10.1111/j.1467-8543.2009.00723.x
  • Drabek, Z., & Payne, W. (2001). The impact of transparency on foreign direct investment. World Trade Organization, Staff Working Paper ERAD-99-02.
  • Egger, P., & Winner, H. (2005). Evidence on corruption as an incentive for foreign direct investment. European Journal of Political Economy, 21, 932–952. doi: 10.1016/j.ejpoleco.2005.01.002
  • Egger, P., & Winner, H. (2006). How corruption Influences foreign direct investment: A panel data study. Economic Development and Cultural Change, 54, 459–486. doi: 10.1086/497010
  • Fforde, A. (2005). Persuasion: Reflections on economics, data, and the ‘homogeneity assumption’. Journal of Economic Methodology, 12, 63–91. doi: 10.1080/1350178042000330904
  • Fforde, A. (2017). Reinventing development: The sceptical change Agent. London: Palgrave Macmillan.
  • Fink, G., McConnell, M., & Vollmer, S. (2014). Testing for heterogeneous treatment effects in experimental data: False discovery risks and correction procedures. Journal of Development Effectiveness, 6, 44–57. doi: 10.1080/19439342.2013.875054
  • Frydenberg, S. (2008). Theory of capital structure: A review. Retrieved from http://papers.ssrn.com/sol3/papers.cfm?abstract_id=556631
  • Galbraith, R. F. (1988). A note on graphical presentation of estimated odds ratios from several clinical trials. Statistics in Medicine, 7, 889–894. doi: 10.1002/sim.4780070807
  • Gelman, A., & Loken, E. (2013). The garden of forking paths: Why multiple comparisons can be a problem, even when there is no ‘fishing expedition’ or ‘p-hacking’ and the research hypothesis was posited ahead of time. Retrieved from http://www.stat.columbia.edu/~gelman/research/unpublished/p_hacking.pdf
  • Gilbert, C. L. (1986). Professor Hendry’s econometric methodology. Oxford Bulletin of Economics and Statistics, 48, 283–307. doi: 10.1111/j.1468-0084.1986.mp48003007.x
  • Gillespie, M. A. (2008). The theological origins of modernity. Chicago, IL: University of Chicago Press.
  • Goertzel, T. (2002). Econometric modeling as junk science. The Skeptical Inquirer, 26, 19–23.
  • Goldfarb, R. S. (1997). Now you see it, now you don’t: Emerging contrary results in economics. Journal of Economic Methodology, 4, 221–244. doi: 10.1080/13501789700000016
  • Gutierrez, K. P. (2015). The effect of corruption on FDI in Argentina: Has corruption acted as a negative determinant discouraging FDI? Retrieved from https://ddd.uab.cat/pub/tfg/2015/136831/TFG_kplagutierrez.pdf
  • Habib, M., & Zurawicki, L. (2002). Corruption and foreign direct investment. Journal of International Business Studies, 33, 291–307. doi: 10.1057/palgrave.jibs.8491017
  • Harris, M., & Raviv, A. (1991). The theory of capital structure. The Journal of Finance, 46, 297–355. doi: 10.1111/j.1540-6261.1991.tb03753.x
  • Hedges, L. V. (1992). Modeling publication selection effects in meta-analysis. Statistical Science, 7, 246–255. doi: 10.1214/ss/1177011364
  • Hedges, L. V., & Vevea, J. L. (1996). Estimating effect size under publication bias: Small sample properties and robustness of a random effects selection model. Journal of Educational and Behavioral Statistics, 21, 299–332. doi: 10.3102/10769986021004299
  • Hines, J. R. (1995). Forbidden payment: Foreign bribery and American business after 1977 (Working Paper No. 5266). National Bureau of Economic Research.
  • Hossain, S. (2016). Foreign Direct Investment (FDI) and corruption: Is it a major hindrance for encouraging inward FDI? African Journal of Business Management, 10, 256–269. doi: 10.5897/AJBM2016.8032
  • Huang, R., & Ritter, J. R. (2005). Testing the market timing theory of capital structure (Working Paper). Retrieved from http://bear.warrington.ufl.edu/ritter/TestingOct2805(1).pdf
  • Jelveh, Z., Kogut, B., & Naidu, S. (2014). Political language in economics. Columbia Business School Research Papers, No. 14-57.
  • Kenny, C., & Williams, D. (2001). What do we know about economic growth? Or, why don’t we know very much? World Development, 29, 1–22. doi: 10.1016/S0305-750X(00)00088-7
  • Leamer, E. (1983). Let’s take the con out of econometrics. American Economic Review, 73, 31–43.
  • Leamer, E. (2010). Tantalus on the road to asymptopia. Journal of Economic Perspectives, 24, 31–46. doi: 10.1257/jep.24.2.31
  • Leamer, E., & Leonard, H. (1983). Reporting the fragility of regression estimates. Review of Economics and Statistics, 65, 307–317.
  • Levine, R., & Renelt, D. (1992). A sensitivity analysis of cross-country growth regressions. American Economic Review, 82, 942–963.
  • Levine, R., & Zervos, S. J. (1993). What have we learnt about policy and growth from cross-country regressions? American Economic Review, 82, 426–430.
  • Light, R. J., & Pillemer, D. B. (1984). Summing up: The science of reviewing research. Cambridge, MA: Harvard University Press.
  • Lindauer, D. L., & Pritchett, L. (2002). What’s the big idea? The third generation of policies for economic growth. Economia, Fall 2002, 1–39.
  • Lock, S. (1985). Letters to P.B.S. Fowler. British Medical Journal, 290, 1560. doi: 10.1136/bmj.290.6482.1609
  • Lott, J. (2000). More guns, less crime: Understanding crime and gun control laws. Chicago: University of Chicago Press.
  • Lott, J., & Mustard, D. (1997). Crime, deterrence, and right-to-carry concealed handguns. The Journal of Legal Studies, 26, 1–68. doi: 10.1086/467988
  • Mathur, A., & Singh, K. (2013). Foreign direct investment, corruption and democracy. Applied Economics, 45, 991–1002. doi: 10.1080/00036846.2011.613786
  • McAleer, M., Pagan, A. R., & Volker, P. A. (1985). What will take the con out of econometrics? American Economic Review, 75, 293–307.
  • McCrary, J., Christensen, G., & Fanelli, D. (2016). Conservative tests under satisficing models of publication bias. PLoS ONE, 11(2), e0149590. doi: 10.1371/journal.pone.0149590
  • Moosa, I. A. (2012). The failure of financial econometrics: “stir-fry” regressions as an illustration. Journal of Financial Transformation, 34, 43–50.
  • Moosa, I. A. (2017). Econometrics as a con art: Exposing the limitations and abuses of econometrics. Cheltenham: Edward Elgar.
  • Moosa, I. A. (2018). Confirmation bias, data manipulation and the Kuznets curve: Original, environmental and financial (Working Paper). School of Economics, Finance and Marketing, RMIT.
  • Nelson, J. A. (2014). The power of stereotyping and confirmation bias to overwhelm accurate assessment: The case of economics, gender, and risk aversion. Journal of Economic Methodology, 21, 211–231. doi: 10.1080/1350178X.2014.939691
  • Neumark, D., & Wascher, W. (1998). Is the time-series evidence on minimum wage effects contaminated by publication bias? Economic Inquiry, 36, 458–470. doi: 10.1111/j.1465-7295.1998.tb01728.x
  • Prasad, S. J., Green, C. J., & Murinde, V. (2001, February). Company financing, capital structure, and ownership: A survey and implications for developing economies. SUERF Studies, no. 12.
  • Quazi, R. (2014). Corruption and foreign direct investment in East Asia and South Asia: An econometric study. International Journal of Economics and Financial Issues, 4, 231–242.
  • Quazi, R., Vemuri, V., & Soliman, M. (2014). Impact of corruption on foreign direct investment in Africa. International Business Research, 7, 1–10.
  • Rosenthal, R. (1979). The file drawer problem and tolerance for null results.. Psychological Bulletin, 86, 638–641. doi: 10.1037/0033-2909.86.3.638
  • Sachs, J. (1996, June 29). Growth in Africa: It can be done. The Economist.
  • Sachs, J. (1997, June 14). The limits of convergence. The Economist.
  • Sala-i-Martin, X. (1997). I just ran two million regressions. American Economic Review, 87, 178–183.
  • Sanyal, R., & Samanta, S. (2008). Effect of perception of corruption on outward US foreign direct investment. Global Business and Economics Review, 10, 123–140. doi: 10.1504/GBER.2008.016831
  • Seccareccia, M., & Lavoie, M. (1996). Central bank austerity policy, zero-inflation targets and productivity growth in Canada’. Journal of Economic Issues, 30, 533–544. doi: 10.1080/00213624.1996.11505817
  • Simonsohn, U., Simmons, J. P., & Nelson, L. D. (2015). Better P-curves: Making P-curve analysis more robust to errors, fraud, and ambitious P-hacking: A reply to Ulrich and Miller (2015). Journal of Experimental Psychology: General, 144, 1146–1152. doi: 10.1037/xge0000104
  • Smarzynska, B., & Wei, S. J. (2002). Corruption and cross-border investment: Firm level evidence (Working Paper No. 494). William Davidson Institute.
  • Stanley, T. D. (2005). Beyond publication bias. Journal of Economic Surveys, 19, 309–345. doi: 10.1111/j.0950-0804.2005.00250.x
  • Stanley, T. D. (2008). Meta-regression methods for detecting and estimating empirical effect in the presence of publication bias. Oxford Bulletin of Economics and Statistics, 70, 103–127.
  • Stanley, T. D., & Doucouliagos, H. (2010). Picture this: A simple graph that reveals much ado about research. Journal of Economic Surveys, 24, 170–191. doi: 10.1111/j.1467-6419.2009.00593.x
  • Sterling, T. D. (1959). Publication decisions and their possible effects on inferences drawn from tests of significance—Or vice versa. Journal of the American Statistical Association, 54, 30–34.
  • Titman, S., & Wessels, R. (1988). The determinants of capital structure choice. The Journal of Finance, 43, 1–19. doi: 10.1111/j.1540-6261.1988.tb02585.x
  • Voyer, P., & Beamish, P. (2004). The effect of corruption on Japanese foreign direct investment. Journal of Business Ethics, 50, 211–224. doi: 10.1023/B:BUSI.0000024737.57926.bf
  • Wei, S. J. (2000a). How taxing is corruption on international investors? Review of Economics and Statistics, 82, 1–11. doi: 10.1162/003465300558533
  • Wei, S. J. (2000b). Local corruption and global capital flows. Brookings Papers on Economic Activity, 2000, 303–346. doi: 10.1353/eca.2000.0021
  • Wheeler, D., & Mody, A. (1992). International investment location decisions: The case of US firms. Journal of International Economics, 33, 57–76. doi: 10.1016/0022-1996(92)90050-T
  • Yonay, Y. P. (1998). The struggle over the soul of economics. Princeton: Princeton University Press.
  • Zhou, Y. (2007). An empirical study of the relationship between corruption and FDI: With sample selection error (Working Paper). Department of Economics, University of Birmingham.

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