Corruption and Media Concentration: A Panel Data Analysis

Cherkaoui Malki, Sofiane (2017): Corruption and Media Concentration: A Panel Data Analysis.

Abstract

My master thesis studies the relationship between media concentration and corruption based on a panel data analysis, with a panel dataset which provides information about 29 countries over a span of 19 years. Based on a cross-section analysis Djankov, McLiesh, Nenova and Shleifer (2003, JLE) which focused on the relationship between corruption and media state-ownership, I enhance their results thanks to panel data fixed effects, to control for more unobservable effects, and several robustness checks. As Djankov et al did, we focus on two specific media markets: television (TV) and daily newspapers. Thanks to new data from the book “Who Owns the World‟s Media?” (Noam, 2016), I broaden the spectrum of their article to focus on the correlations between corruption and all types of media concentration (public, private and the industry). I confine their previous results: a positive correlation is found only for public TV with large shares of the market. In fact, I find a negative correlation between public TV shares and corruption for lower levels of state-ownership, especially in the case of developed countries. Contrary to daily newspapers, this result remains after many robustness checks. I provide evidence that low-levels of state-ownership limit concentration of private media, reducing the risk of media capture. Indeed, competition within the private sector is found to be negatively correlated with corruption. Finally, I find weak evidence for a positive correlation between corruption and media industry concentration in only two cases: when considering all types of media and when considering TV alone.

• Item Type: MPRA Paper
• Language: English
• Keywords: Bureaucratic Corruption, Media Concentration, Media Capture
• Subjects: D - Microeconomics > D7 - Analysis of Collective Decision-Making > D72 - Political Processes: Rent-Seeking, Lobbying, Elections, Legislatures, and Voting Behavior; D - Microeconomics > D7 - Analysis of Collective Decision-Making > D73 - Bureaucracy ; Administrative Processes in Public Organizations ; Corruption; L - Industrial Organization > L8 - Industry Studies: Services > L82 - Entertainment ; Media

References

Abed, G. T., & Davoodi, H. R. (2002). Corruption, structural reforms, and economic performance in the transition economies. In G. T. Abed, & S. Gupta (Eds.), Governance, corruption, & economic performance (pp. 489–537). Washington, D.C.: International Monetary Fund, Publication Services.

Ades, Alberto, and Rafael Di Tella. 1999. "Rents, Competition, and Corruption." American Economic Review, 89(4): 982-993.

Ahrend, Rudiger, Press Freedom, Human Capital and Corruption (February 2002). DELTA Working Paper No. 2002-11.

Arellano, Manuel, et Stephen Bond. «Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations». Review of Economic Studies 58, no 2 (1991): 277‑97.

Badinger, Harald and Nindl, Elisabeth, Globalisation and Corruption, Revisited (October 2014). The World Economy, Vol. 37, Issue 10, pp. 1424-1440, 2014.

Belsley, D. A., Kuh, E. Welsch, R. E. (1980). Regression Diagnostics: Identifying influential data and sources of collinearity. New York: John Wiley

Besley, Timothy, and Andrea Prat. 2006. "Handcuffs for the Grabbing Hand? Media Capture and Government Accountability." American Economic Review, 96(3): 720-736.

Bollen, K. A., and Jackman, R. W. 1990. “Regression Diagnostics: An Expository Treatment of Outliers and Influential Cases.” Modern Methods of Data Analysis, edited by Fox, J., and Long, J. S. Sage Publications.

Brunetti, Aymo, et Beatrice Weder. « A free press is bad news for corruption ». Journal of Public Economics 87, no 7‑8 (2003): 1801‑24.

C. Bjørnskov and A. Freytag (2016), ‘An offer you can't refuse: murdering journalists as an enforcement mechanism of corrupt deals’, Public Choice, 167 (3–4): 221–43.

Camaj, L. (2013). "The media’s role in fighting corruption: Media effects on governmental accountability". The International Journal of Press/Politics, 18, 21-42.

Chow, Gregory C. “Tests of Equality Between Sets of Coefficients in Two Linear Regressions.” Econometrica, vol. 28, no. 3, 1960, pp. 591–605.

Chowdhury, Shyamal K. "The effect of democracy and press freedom on corruption: an empirical test." Economics letters 85.1 (2004): 93-101.

Coase, R. H. "British Broadcasting; A Study in Monopoly". Cambridge, Mass.: Harvard University Press, 1950.

Committee to Protect Journalists (CPJ), CPJ Reports, CPJ 2017 Cook, R. Dennis. "Detection of Influential Observation in Linear Regression." Technometrics 19, no. 1 (1977): 15-18.

Djankov, Simeon, Caralee McLiesh, Tatiana Nenova, et Andrei Shleifer. « Who Owns the Media? » The Journal of Law and Economics 46, no 2 (1 octobre 2003): 341‑82.

Donchev, D. and Ujhelyi, G. (2014), What Do Corruption Indices Measure?. Economics & Politics, 26: 309–331.

Driscoll, J. C., and A. C. Kraay. 1998. "Consistent Covariance Matrix Estimation with Spatially Dependent Panel Data". Review of Economics and Statistics 80: 549–560. Eisenstadt, S. N. Traditional Patrimonialism and Modern Neopatrimonialism. Beverly Hills [Calif.]: Sage Publications, 1973.

Frechette, G. R. (2006). A Panel Data Analysis of the Time-Varying Determinants of Corruption. CIRANO Working Paper No 28 New York: New York University.

Freedom House,“Freedomhouse.org: Freedom of the Press.” Freedomhouse.org: Home, 2017, www.freedomhouse.org/template.cfm?page=16.

Freille, Sebastian, M. Emranul Haque, et Richard Kneller. « A contribution to the empirics of press freedom and corruption ». European Journal of Political Economy 23, no 4 (2007): 838‑62.

Graeff, P., et G. Mehlkop. « The impact of economic freedom on corruption: different patterns for rich and poor countries ». European Journal of Political Economy 19, no 3 (2003): 605‑20.

Greene, W.H. (1993): "Econometric Analysis". Englewood Cliffs, NJ: Prentice-Hall

Gupta, S. H. D., & Terme, R. A. (1998). “Does Corruption Affect Income Inequality and Poverty?” IMF Working Paper 98/76. International Monetary Fund, Washington D.C. Gupta, Sanjeev, Luiz de Mello, et Raju Sharan. « Corruption and military spending ». European Journal of Political Economy 17, no 4 (2001): 749‑77.

Hamada, K., & Takarada, Y. (2007). Profitable mergers in cournot and stackelberg markets: 80 percent share rule revisited. Working Paper Series No. 79 Faculty of Economics, Niigata University

Herfindahl, Orris C. « Concentration in the Steel Industry. » University Microfilms, 1951.

Heritage Foundation (Washington, D.C.), and Wall Street Journal (Firm). 1995. The index of economic freedom. Washington, D.C.: Heritage Foundation.

Hirschman, Albert O. « National power and the Structure of Foreign Trade » Berkeley, 1945

Holcombe, Randall, et Christopher Boudreaux. « Regulation and corruption ». Public Choice 164, no 1 (2015): 75‑85.

Houston, Joel F. & Lin, Chen & Ma, Yue, 2011. "Media ownership, concentration and corruption in bank lending," Journal of Financial Economics, Elsevier, vol. 100(2), pages 326-350

Lambsdorff, J. G. (2007). "The institutional economics of corruption and reform". Cambridge, UK: Cambridge University Press.

Lindstedt, Catharina, and Daniel Naurin. "Transparency Is Not Enough: Making Transparency Effective in Reducing Corruption" International Political Science Review 31, no. 3 (2010): 301-22.

Lučić, Danilo, Mladen Radišić, et Dušan Dobromirov. « Causality between corruption and the level of GDP ». Economic Research-Ekonomska Istraživanja 29, no 1 (1 janvier 2016): 360‑79.

Mauro, P. (1995). Corruption and growth. Quarterly Journal of Economics, 109, 681–712.

Noam, Eli M., et The International Media Concentration Collaboration. Who Owns the World’s Media?: Media Concentration and Ownership around the World. 1 edition. Oxford ; New York: Oxford University Press, 2016.

Paldam, M. (2001). “Corruption and religion”, Adding to the economic model. Kyklos, 54, 383–414.

Pigou, A. C. (1932) "The Economics of Welfare". London: Macmillan and Co.

Rose-Ackerman, S., 1999. Corruption and Government. Cambridge Univ. Press, Cambridge, UK

Rose-Ackerman, S., 2006, "International Handbook on the Economics of Corruption", Edward Elgar Edition

Sarwar, Saima, and Muhammad Khalid Pervaiz. "An empirical investigation between trade liberalization and corruption: A panel data approach." (2013). Journal of Economics and Sustainable Development, Vol 4 No 3, 2013

Seldadyo, H. , De Haan, J. The determinants of corruption: A literature survey and new evidence. Paper prepared at the 2006 EPCS conference, Turku, Finland, 20–23 April (2006)

Shleifer, A., Vishny, R.W., 1993. Corruption. Quarterly Journal of Economics 108, 599–617.

Spyridon Boikos, 2016. "Corruption, Public Expenditure and Human Capital Accumulation," Review of Economic Analysis, Rimini Centre for Economic Analysis, vol. 8(1), pages 17-45

Tanzi, V., & Davoodi, H. (1997). Corruption, public investment and growth. IMF Working Paper No. 139. Washington: International Monetary Fund.

Torrez, Jimmy. « The effect of openness on corruption ». The Journal of International Trade & Economic Development 11, no 4 (1 janvier 2002)

Transparency International (2016). "Corruption Perceptions Index". Transparency International.

Treisman, D. (2000). The causes of corruption: A cross-national study. Journal of Public Economics, 76, 399–457.

Wei, S. J. (2000). How taxing is corruption on international investors? Review of Economics and Statistics, 82 1–11.

Wooldridge, J. M. 2002. "Econometric Analysis of Cross Section and Panel Data". Cambridge, MA: MIT Press