Media and Economic Growth: Country Groups Difference via Panel Data
Article Main Content
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.
References
-
M. Guseva, M. Nakaa, A. Novel, K. Pekkala, B. Souberou, and S. Stouli, Press Freedom and Development, UNESCO, 2008.
Google Scholar
1
-
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.
Google Scholar
2
-
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.
Google Scholar
3
-
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.
Google Scholar
4
-
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.
Google Scholar
5
-
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.
Google Scholar
6
-
N. C. Leitao, (2010). “Financial Development and Economic Growth: A Panel Approach,” Theoretical and Applied Economics. 17(10:551), pp. 15-24.
Google Scholar
7
-
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.
Google Scholar
8
-
C. Hsiao, (2006). “Panel Data Analysis – Advantages and Challenges,” SSRN Electronic Journal. Available: https://doi.org/10.2139/ssrn.902657.
Google Scholar
9
-
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.
Google Scholar
10
-
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.
Google Scholar
11
-
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).
Google Scholar
12
-
R. Ahrend, (2002). “Press Freedom, Human Capital and Corruption,” SSRN Electronic Journal. Available: https://doi.org/10.2139/ssrn.620102.
Google Scholar
13
-
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.
Google Scholar
14
-
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.
Google Scholar
15
-
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.
Google Scholar
16
-
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.
Google Scholar
17
-
M. Popescu and G. Toka, (2009). Public Television, Private Television and Citizens’ Political Knowledge.
Google Scholar
18
-
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.
Google Scholar
19
-
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.
Google Scholar
20
-
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.
Google Scholar
21
-
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.
Google Scholar
22
-
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.
Google Scholar
23
-
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.
Google Scholar
24
-
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.
Google Scholar
25
-
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.
Google Scholar
26
-
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.
Google Scholar
27
-
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.
Google Scholar
28
-
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.
Google Scholar
29
-
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.
Google Scholar
30
-
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.
Google Scholar
31
-
S. Gehlbach, and K. Sonin, (2011). “Government Control of the Media,” SSRN Electronic Journal. Available: https://doi.org/10.2139/ssrn.1315882.
Google Scholar
32
-
E. W. Nafziger, (2006). Economic development. Cambridge: Cambridge University Press.
Google Scholar
33
-
J. E. Stiglitz, S. Amartya, and J.-P. Fitoussi, (2010). Mismeasuring Our Lives: Why GDP Doesn’t Add Up: The Report. New York.
Google Scholar
34
-
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.
Google Scholar
35
-
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.
Google Scholar
36
-
D. C. North, (1991). “Institutions,” Journal of Economic Perspectives. 5(1), pp. 97–112. Available: https://doi.org/10.1257/jep.5.1.97
Google Scholar
37
-
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.
Google Scholar
38
-
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.
Google Scholar
39
-
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.
Google Scholar
40
-
L. Alfaro, (2003). “Foreign Direct Investment and Growth: Does the Sector Matter?” Harvard University, Harvard Business School: Working Paper.
Google Scholar
41
-
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.
Google Scholar
42
-
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.
Google Scholar
43
-
J. P. Elhorst, (2001). Panel data models extended to spatial error autocorrelation or a spatially lagged dependent variable.
Google Scholar
44
-
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.
Google Scholar
45
-
J. A. Hausman, (1978). “Specification Tests in Econometrics,” Econometrica. 46(6), pp. 1251-1271. Available: https://doi.org/10.2307/1913827.
Google Scholar
46
-
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.
Google Scholar
47
-
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.
Google Scholar
48
-
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.
Google Scholar
49
-
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.
Google Scholar
50
-
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.
Google Scholar
51
-
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.
Google Scholar
52