•   Viktoriia Ahapova


The present article investigates the link between economic growth, namely GDP per capita, and the media activity represented with the indicator of the press freedom alongside other factors such as infrastructure, institutional conditions, and foreign direct investments. A panel of 179 countries was used for the period from 2000 to 2015. In particular, we run two panel data analysis models, fixed effects and random effects models, and examined their output with Hausman’s specification test, which pointed the fixed effects model as more efficient for the presented data set. However due to the presence of serial correlation, heteroskedastic, and cross-panel dependence, a Prais-Winsten regression with panel corrected standard errors (PCSE) was implemented. The comparative analysis of models of four country groups, divided by GNI per capita, was conducted. Both statistically significant correlation coefficients and models’ output provided evidence of an association between economic growth and the press activity.

Keywords: Development; Media Activity; Panel Data; Press; Revenue


M. Guseva, M. Nakaa, A. Novel, K. Pekkala, B. Souberou, and S. Stouli, Press Freedom and Development, UNESCO, 2008.

H. Tran, R. Mahmood, Y. Du, and A. Khrapavitski, (2011). “Linking measures of global press freedom to development and culture: Implications from comparative analysis,” International Journal of Communication. 5, pp. 170-191. Available: https://repository.hkbu.edu.hk/hkbu_staff_publication/5185.

A. Alam, and S. Z. A. Shah, (2013). “The Role of Press Freedom in Economic Development: A Global Perspective,” Journal of Media Economics. 26(1), pp. 4–20. Available: https://doi.org/10.1080/08997764.2012.755986.

A. Y. Khan, A. Razi, R. Mirza, S. Mazhar, A. Amjad, and U. Shafique, (2013). “Impact of mass media in Pakistan on social, ethical and economic grounds,” International Journal of Economics and Research. Vol. 4 (issue 3), pp. 1-20.

F. J. Veiga, L. G. Veiga, and A. Morozumi, (2017). “Political budget cycles and media freedom,” Electoral Studies. 45, pp. 88–99. Available: https://doi.org/10.1016/j.electstud.2016.11.008.

A. Bassanini and S. Scarpetta, (2002). “The Driving Forces of Economic Growth,” OECD Economic Studies. 2001(2), pp. 9–56. Available: https://doi.org/10.1787/eco_studies-v2001-art10-en.

N. C. Leitao, (2010). “Financial Development and Economic Growth: A Panel Approach,” Theoretical and Applied Economics. 17(10:551), pp. 15-24.

S. Nawaz, N. Iqbal, and M. A. Khan, (2014). “The Impact of Institutional Quality on Economic Growth: Panel Evidence,” The Pakistan Development Review. 53(1), pp. 15–31. Available: https://doi.org/10.30541/v53i1pp.15-31.

C. Hsiao, (2006). “Panel Data Analysis – Advantages and Challenges,” SSRN Electronic Journal. Available: https://doi.org/10.2139/ssrn.902657.

C. J. Coyne and P. T. Leeson, (2004). “Read All About It! Understanding the Role of Media in Economic Development,” Kyklos. 57(1), pp. 21–44. Available: https://doi.org/10.1111/j.0023-5962.2004.00241.x.

S. Djankov, C. Mcliesh, T. Nenova, and A. Shleifer, (2003). “Who Owns the Media?” The Journal of Law and Economics. 46(2), pp. 341–382. Available: https://doi.org/10.1086/377116.

P. Norris, and D. Zinnbauer, (2002). “Giving Voice to the Voiceless: Good Governance, Human Development & Mass Communications,” Human Development Occasional Papers (1992-2007): HDOCPA-2002-11, Human Development Report Office (HDRO), United Nations Development Programme (UNDP).

R. Ahrend, (2002). “Press Freedom, Human Capital and Corruption,” SSRN Electronic Journal. Available: https://doi.org/10.2139/ssrn.620102.

T. Nam, (2012). “Freedom of information legislation and its impact on press freedom: A cross-national study,” Government Information Quarterly. 29(4), pp. 521–531. Available: https://doi.org/10.1016/j.giq.2012.03.003.

S. Bandyopadhyay, (2014). “Are Mass Media and ICTs Associated with Inequality and Poverty? Research on Economic Inequality,” Economic Well-Being and Inequality: Papers from the Fifth ECINEQ Meeting, pp. 185–216. Available: https://doi.org/10.1108/s1049-258520140000022005.

S. Bhattacharyya and R. Hodler, (2015). “Media freedom and democracy in the fight against corruption,” European Journal of Political Economy. 39, pp. 13–24. Available: https://doi.org/10.1016/j.ejpoleco.2015.03.004.

N. Dutta and S. Roy, (2009). “The Impact of Foreign Direct Investment on Press Freedom,” Kyklos. 62(2), pp. 239–257. Available: https://doi.org/10.1111/j.1467-6435.2009.00434.x.

M. Popescu and G. Toka, (2009). Public Television, Private Television and Citizens’ Political Knowledge.

R. Dewenter, M. Linder, and T. Thomas, (2019). “Can media drive the electorate? The impact of media coverage on voting intentions,” European Journal of Political Economy. 58, pp. 245–261. Available: https://doi.org/10.1016/j.ejpoleco.2018.12.003.

P. Kostadinova, (2015). “Media in the New Democracies of Post-Communist Eastern Europe,” East European Politics and Societies: and Cultures. 29(2), pp. 453–466. Available: https://doi.org/10.1177/0888325415577863.

R. Melnick and R. Eldor, (2010). “Small investment and large returns: Terrorism, media and the economy,” European Economic Review. 54(8), pp. 963–973. Available: https://doi.org/10.1016/j.euroecorev.2010.03.004.

C. Benesch, S. Loretz, D. Stadelmann, and T. Thomas, (2019). “Media coverage and immigration worries: Econometric evidence,” Journal of Economic Behavior & Organization. 160, pp. 52–67. Available: https://doi.org/10.1016/j.jebo.2019.02.011.

P. Capriotti, (2009). “Economic and Social Roles of Companies in the Mass Media,” Business & Society. 48(2), pp. 225–242. Available: https://doi.org/10.1177/0007650307305724.

J. Engelberg and C. A. Parsons, (2009). “The Causal Impact of Media in Financial Markets,” SSRN Electronic Journal. Available: https://doi.org/10.2139/ssrn.1462416.

M. Pinar and E. Volkan, (2018). “Institutions and information flows, and their effect on capital flows,” Information Economics and Policy. 43, pp. 34–47. Available: https://doi.org/10.1016/j.infoecopol.2018.01.002.

J.-B. Kim, H. Zhang, L. Li, and G. Tian, (2014). “Press freedom, externally-generated transparency, and stock price informativeness: International evidence,” Journal of Banking & Finance. 46, pp. 299–310. Available: https://doi.org/10.1016/j.jbankfin.2014.05.023.

S. A. Masrorkhah and T. Lehnert, (2017). “Press freedom and jumps in stock prices,” Economic Systems. 41(1), pp. 151–162. Available: https://doi.org/10.1016/j.ecosys.2016.05.009.

E. Kočenda and M. Moravcová, (2018). “Intraday effect of news on emerging European forex markets: An event study analysis,” Economic Systems. 42(4), pp. 597–615. Available: https://doi.org/10.1016/j.ecosys.2018.05.003.

R. Ding, W. Hou, Y. L. Liu, and J. Z. Zhang, (2018). “Media censorship and stock price: Evidence from the foreign share discount in China,” Journal of International Financial Markets, Institutions and Money. 55, pp. 112–133. Available: https://doi.org/10.1016/j.intfin.2018.02.005.

K. Chang, H. Shim, and T. D. Yi, (2019). “Corporate social responsibility, media freedom, and firm value,” Finance Research Letters. 30, pp. 1–7. Available: https://doi.org/10.1016/j.frl.2019.03.019.

O. Farooq and C. Mertzanis, (2017). “Media independence and crime as an obstacle to firms’ business operations,” Research in International Business and Finance. 41, pp. 79–89. Available: https://doi.org/10.1016/j.ribaf.2017.04.025.

S. Gehlbach, and K. Sonin, (2011). “Government Control of the Media,” SSRN Electronic Journal. Available: https://doi.org/10.2139/ssrn.1315882.

E. W. Nafziger, (2006). Economic development. Cambridge: Cambridge University Press.

J. E. Stiglitz, S. Amartya, and J.-P. Fitoussi, (2010). Mismeasuring Our Lives: Why GDP Doesn’t Add Up: The Report. New York.

J. V. Henderson, A. Storeygard, and D. Weil, (2012). “Measuring Economic Growth from Outer Space,” American Economic Review, American Economic Association. 102(2), pp. 994–1028. Available: https://doi.org/10.3386/w15199.

R. Bahrini and Qaffas, A. (2019). “Impact of Information and Communication Technology on Economic Growth: Evidence from Developing Countries,” Economies. 7(1). Available: https://doi.org/10.3390/economies7010021.

D. C. North, (1991). “Institutions,” Journal of Economic Perspectives. 5(1), pp. 97–112. Available: https://doi.org/10.1257/jep.5.1.97

A. Kraay, D. Kaufmann, and M. Mastruzzi, (2010). “The worldwide governance indicators: methodology and analytical issues,” Policy Research Working Papers. Available: https://doi.org/10.1596/1813-9450-5430.

A. Moudatsou, (2003). “Foreign Direct Investment and Economic Growth in the European Union,” Journal of Economic Integration 18(4), pp. 689–707. Available: https://doi.org/10.11130/jei.2003.18.4.689.

E. Borensztein, J. D. Gregorio, and J.-W. Lee, (1995). How Does Foreign Direct Investment Affect Economic Growth? Available: https://doi.org/10.3386/w5057.

L. Alfaro, (2003). “Foreign Direct Investment and Growth: Does the Sector Matter?” Harvard University, Harvard Business School: Working Paper.

J. B. Carbonell and R. A. Werner, (2018). “Does Foreign Direct Investment Generate Economic Growth? A New Empirical Approach Applied to Spain,” Economic Geography. 94(4), pp. 425–456. Available: https://doi.org/10.1080/00130095.2017.1393312.

B. H. Baltagi and S. H. Song, (2006). “Unbalanced panel data: A survey,” Statistical Papers. 47(4), pp. 493–523. Available: https://doi.org/10.1007/s00362-006-0304-0.

J. P. Elhorst, (2001). Panel data models extended to spatial error autocorrelation or a spatially lagged dependent variable.

J. R. J. F. Hair, R. E. Anderson, R. L. Tatham, and W. C. Black, (1995). Multivariate data with readings. US America: Prentice Hall Inc.

J. A. Hausman, (1978). “Specification Tests in Econometrics,” Econometrica. 46(6), pp. 1251-1271. Available: https://doi.org/10.2307/1913827.

C. Anna, D. A. Antonello, and P. Angelo, (2014). “A Panel Data Approach to Evaluate the Passenger Satisfaction of a Public Transport Service,” Procedia Economics and Finance. 17, pp. 231–237. Available: https://doi.org/10.1016/s2212-5671(14)00708-4.

C. F. Baum, (2000). “XTTEST3: Stata module to compute Modified Wald statistic for groupwise heteroskedasticity,” Statistical Software Components. Boston College Department of Economics. Available: https://ideas.repec.org/c/boc/bocode/s414801.html.

R. E. De. Hoyos and V. Sarafidis, (2006). XTCSD: Stata module to test for cross-sectional dependence in panel data models. Available: https://ideas.repec.org/c/boc/bocode/s456736.html.

D. M. Drukker, (2003). “Testing for Serial Correlation in Linear Panel-data Models,” The Stata Journal: Promoting Communications on Statistics and Stata, 3(2), pp. 168–177. Available: https://doi.org/10.1177/1536867X0300300206.

A. C. Marques, and J. A. Fuinhas, (2012). “Is renewable energy effective in promoting growth?” Energy Policy, 46, pp. 434–442. Available: https://doi.org/10.1016/j.enpol.2012.04.006.

N. P. Canh, C. Schinckus, and S. D. Thanh, (2020). “The natural resources rents: Is economic complexity a solution for resource curse?” Resources Policy, 69(July), 101800. Available: https://doi.org/10.1016/j.resourpol.2020.101800.


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How to Cite
Ahapova, V. (2020). Media and Economic Growth: Country Groups Difference via Panel Data. European Journal of Business and Management Research, 5(5). https://doi.org/10.24018/ejbmr.2020.5.5.510