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THE EFFECT OF DIGITALIZATION ON ECONOMIC GROWTH IN THE MIDDLE INCOME COUNTRIES

Year 2025, Volume: 27 Issue: IERFM 2025 Özel Sayı, 177 - 204, 14.03.2025
https://doi.org/10.26468/trakyasobed.1515786

Abstract

In the economic literature, technological development is critical for productivity and economic growth. As a result of the developments in the digitalization sector in recent years, technological developments have accelerated, productivity and the importance of digitalization has increased for economic growth. In this paper, the impact of digitalization on economic growth in upper-middle income and lower-middle income developing countries is examined over the period 1995-2020. The results of the analysis for 13 upper- middle income countries and 10 lower middle-income countries are compared with the results of the analysis for 8 countries that were once upper middle-income or lower-middle income countries but have recently been included in the high-income country group. The long-run relationship between the selected variables and per capita income in these countries is tested with the Pedroni panel cointegration test. The impact of digitalization on growth is estimated using the Fully Modified Ordinary Least Squares method, which takes into account heterogeneity in the models, and the Common Correlated Effects method, which takes into account cross-sectional dependence. According to the results, fixed telephone subscriptions per 100 inhabitants, mobile phone subscriptions per 100 inhabitants and the ratio of internet users to the population, which are selected as digitalization variables, have a positive effect on income in the long run for all three country groups. Mobile phone subscriptions are the highest in the high-income group, while fixed telephone subscriptions are the highest in the upper-middle income and lower-middle income country groups. In the high-middle income country group, the coefficient value of the internet variable ranks second, while in the lower-middle income country group, internet use ranks third and has a negative coefficient. These results indicate that the degree to which ICT variables affect per capita income varies according to the degree of development of country groups.

References

  • Dewan, S. ve Kraemer, K. L. (2000). Information Technology and Productivity: Evidence from Country-Level Data. Management Science, 46(4), 548-562, doi:10.1287/mnsc.46.4.548.12057.
  • Adedoyin, F. F., Bekun, F. V., Driha, O. M. ve Balsalobre-Lorente, D. (2020). The Effects of Air Transportation, Energy, ICT and FDI on Economic Growth in the Industry 4.0 era: Evidence from the United States, Technological Forecasting & Social Change, 160, 1-10, doi:10.1016/j.techfore.2020.120297.
  • Adeleye, N. ve Eboagu, C. (2019). Evaluation of ICT Development and Economic Growth. Netnomics, 20, 31-53, doi:10.1007/s11066-019-09131-6.
  • Algan, N., Özmen, M., & Karlılar, S. (2017). Bilgi ve İletişim Teknolojilerinin Ekonomik Büyüme Üzerine Etkisi: G-20 Ülkeleri İçin Bir Analiz. Çukurova Üniversitesi İİBF Dergisi, 21(1), 1-24.
  • Alper, F. Ö. (2017). Bilgi ve İletişim Teknolojilerinin Ekonomik Büyüme ve İşsizlik Üzerine Etkisi: Seçilmiş AB Ülkeleri ve Türkiye Örneği. Yasama Dergisi(36), 45-65.
  • Alshubir, F., Jamil, S. A. ve Elheddad, M. (2019). The Impact of ICT on Financial Development: Empirical Evidence from the Gulf Cooperation Council Countries. Applications of Electronic Finance and Global Technology Readiness, 11, 1-14, doi:10.1177/1847979019870670.
  • Arendt, L. (2015). The Digital Economy, ICT and Economic Growth in the CEE Countries. OLSZTYN Economic Journal, 10(3), 247-262.
  • Arvin, B. M. ve Pradhan, R. R. (2014). Broadband Penetration and Economic Growth Nexus: Evidence from Cross-Country Panel Data. Applied Economics, 46(35), 4360-4369, doi:10.1080/00036846.2014.957444.
  • Bahrini, R.ve Qaffas, A. A. (2019). Impact of Information and Communication Technology on Economic Growth: Evidence from Developing Countries Economies. 7(21), 1-13, doi:10.3390/economies7010021.
  • Breusch, T. S. ve Pagan, A. R. (1980). The Lagrange Multiplier Test and Its Applications to Model Specification in Econometrics. The Review of Economic Studies, 47(1), 239-253, http://www.jstor.org/stable/2297111 adresinden alındı.
  • Castaldo, A., Fiorini, A. ve Maggi, B. (2018). Measuring (in a Time of Crisis) the Impact of Broadband Connections on Economic Growth: an OECD Panel Analysis. Applied Economics, 50(8), 838-854, doi:10.1080/00036846.2017.1343448.
  • Chavula, H. K. (2013). Telecommunications development and economic growth in Africa. Information Technology for Development, 19(1), 5-23, http://doi.org/10.1080/02681102.2012.694794.
  • Choi, C. ve Yi, H. M. (2018). The Internet, R&D Expenditure and Economic Growth. Applied Economics Letters, 25(4), 264-267, doi:10.1080/13504851.2017.1316819.
  • Czernich, N., Falck, O., Kretschmer, T. ve Woesmann, L. (2011). Broadband Infrastructure and Economic Growth. The Economic Journal, 121(552), 505-532.
  • David, O. O. (2019). Nexus between Telecommunication Infrastructures, Economic growth and Development in Africa: Panel Vector Autoregression (PVAR) Analysis. Telecommunications Policy, 43, 1-17, doi:https://doi.org/10.1016/j.telpol.2019.03.005.
  • David, O. O. (2019). Powering Economic Growth and Development in Africa: Telecommunication Operations. Applied Economics, 51(33), 3583-3607, doi:10.1080/00036846.2019.1578852.
  • Donou-Adonsou, F., Lim, S. ve Mathey, S. A. (2016). Technological Progress and Economic Growth in Sub-Saharan Africa: Evidence from Telecommunications Infrastructure. International Advances in Economic Research, 22(1), 65-75.
  • Dumitrescu, E.-I. ve Hurlin, C. (2012). Testing for Granger Non-Causality in Heterogeneous Panels. Economic Modelling, 29(4), 1450-1460, doi:10.1016/j.econmod.2012.02.014.
  • Edquist, H., Goodridge, P., Haskel, J., Li, X. ve Lindquist, E. (2018). How Important Are Mobile Broadband Networks for the Global Economic Development?. Information Economics and Policy, 45, 16-29, doi:10.1016/j.infoecopol.2018.10.001.
  • Erumban, A. A. ve Das, D. K. (2016). Information and Communication Technology and Economic Growth in India. 40(5), 412-431, doi:10.1016/j.telpol.2015.08.006.
  • Fernandez-Portillo, A., Almodóvar-González, M. ve Hernández-Mogollón, R. (2020). Impact of ICT Development on Economic Growth. A study of OECD European Union Countries. Technology in Society, 63, 1-9, doi:10.1016/j.techsoc.2020.101420.
  • Ghosh, S. (2017). Broadband Penetration and Economic Growth: Do Policies Matter?. Telematics and Informatics, 34, 676-693, doi:10.1016/j.tele.2016.12.007.
  • Haftu, G. G. (2019). Information Communications Technology and Economic Growth in Sub-Saharan Africa: A Panel Data Approach. Telecommunications Policy, 43, 88-99, doi:https://doi.org/10.1016/j.telpol.2018.03.010.
  • Hong, J.-p. (2017). Causal Relationship between ICT R&D Investment and Economic Growth in Korea.
  • Technological Forecasting & Social Change, 116, 70-75, doi:10.1016/j.techfore.2016.11.005.
  • Ishida, H. (2014). The effect of ICT Development on Economic Growth and Energy Consumption in Japan.
  • Telematics and Informatics, 30(1), 79-88, doi:10.1016/j.tele.2014.04.003.
  • Kao, C. ve Chiang, M.-H. (1999). On the Estimation and Inference of A Cointegrated Regression in Panel Data. (S. U. Maxwell School of Citizenship and Public Affairs, Dü.) Center for Policy Research Working Paper https://surface.syr.edu/cgi/viewcontent.cgi?article=1144&context=cpr adresinden alındı.
  • Kramer, W. J., Jenkins, B. ve Katz, R. S. (2007). The Role of the Information and Communications Technology Sector in Expanding Economic Opportunity. Corporate Social Responsibility Initiative Report, 1-52.
  • Kurniawati, M. A. (2020). The Role of ICT Infrastructure, Innovation and Globalization on Economic Growth in OECD Countries: 1996-2017. Journal of Science and Technology Policy Management, 11(2), 193-2015, doi:10.1108/jstpm-06-2019-0065.
  • Kurniawati, M. A. (2021). Analysis of the Impact of Information Communication Technology on Economic Growth: Empirical Evidence from Asian Countries. Journal of Asian Business and Economic Studies, 29(1), 1-17.
  • Maneejuk, P. ve Yamaka, W. (2020). An Analysis of the Impacts of Telecommunications Technology and Innovation on Economic Growth. Telecommunications Policy, 44(10), 1-19, doi:10.1016/j.telpol.2020.102038.
  • Myovella, G., Karacuka, M. ve Haucap, J. (2020). Digitalization and Economic Growth: A Comparative Analysis of Sub-Saharan Africa and OECD Economies. Telecommunications Policy, 44, 1-12, doi:10.1016/j.telpol.2019.101856.
  • Myovella, G., Karacuka, M. ve Haucap, J. (2020). Digitalization and Economic Growth: A Comparative Analysis of Sub-Saharan Africa and OECD Economies. Telecommunications Policy, 44, 1-12, doi:10.1016/j.telpol.2019.101856.
  • Nair , M., Pradhan, R. P. ve Arvin, M. B. (2020). Endogenous Dynamics between R&D, ICT and Economic Growth: Empirical Evidence from the OECD Countries. Technology in Society, 62(101315), doi:10.1016/j.techsoc.2020.101315.
  • Niebel, T. (2014). ICT and Economic Growth – Comparing Developing, Emerging and Developed Countries. World Development, 104, 197-2011, doi:10.1016/j.worlddev.2017.11.024.
  • Özkan, G. ve Çelik, H. (2018). Bilgi İletişim Teknolojileri ile Ekonomik Büyüme Arasındaki İlişki: Türkiye için Uygulama. Uluslararası Ticaret ve Ekonomi Araştırmaları Dergisi, 2(1), 1-15, doi:10.30711/utead.405474 Parkin, M. ve Bade, R. (2019). Macroeconomics. Londra, Birleşik Krallık: Pearson Publication.
  • Pedroni, P. (1996). Fully Modified OLS for Heterogenous Cointegrated Panels and the Case of Purschasing Power Parity. Indiana University Working Paper.
  • Pedroni, P. (1999). Critical Values for Cointegration Tests in Heterogenous Panels with Multiple Regressors. Oxford Bulletin for Economics and Statistics, 61(s1), 653-670, doi: https://doi.org/10.1111/1468-0084.0610s1653.
  • Pedroni, P. (2000). Fully Modified OLS for Heterogeneous Cointegrated Panels. Nonstationary Panels, Panel Cointegration, and Dynamic Panels, 93-130, doi:http://dx.doi.org/10.1016/S0731-9053(00)15004-2.
  • Pedroni, P. (2004). Panel Cointegration: Asymptotic and Finite Sample Properties of Pooled Time Series Tests with an Application to the PPP Hypothesis. Econometric Theory, 20(3), 597-625, doi:10170S0266466604203073.
  • Pesaran, M. H. (2004). General Diagnostic Tests for Cross Section Dependence in Panels. CESifo Working Paper Series(1229).
  • Pesaran, M. H. (2007). A Simple Panel Unit Root Test in the Presence of Cross-Section Dependence. Journal of Applied Econometrics, 22, 265-312.
  • Pesaran, M. H. ve Yamagata, T. (2008). Testing Slope Homogeneity in Large Panels. Journal of Econometrics, 142, 50-93, doi:10.1016/j.jeconom.2007.05.010.
  • Pesaran, M. H., Ullah, A. ve Yamagata, T. (2008). A Bias Adjusted LM Test of Error Cross-Section Independence. The Econometrics Journal, 11(1), 105-127, doi:10.1111/j.1368-423X.2007.00227.x.
  • Pohjola, M. (2002). The New Economy in Growth and Development. Oxford Review of Economic Policy, 18(3), 380-396, www.jstor.org/stable/23606594 adresinden alındı.
  • Pradhan, R. A., Arvin, M. B., Norman, N. R. ve Bele, S. K. (2014). Economic Growth and the Development of Telecommunications Infrastructure in the G-20 Countries: A Panel VAR Approach. Telecommunications Policy, 38, 634-649, doi:http://dx.doi.org/10.1016/j.telpol.2014.03.001.
  • Pradhan, R. P., Arvin, M. B., Nair, M., Bennett, S. E. ve Hall, J. H. (2019). The Information Revolution, Innovation Diffusion and Economic Growth: An Examination of Causal Links in European Countries. Quality & Quantity: International Journal of Methodology, 53(3), 1529-1563, doi:10.1007/s11135-018-0826-2.
  • Pradhan, R. P., Arvin, M. B., Norman, N. R. ve Bennett, S. E. (2016). "Financial Depth, Internet Penetration Rates and Economic Growth: Country-Panel Evidence", Applied Economics, 48(4), 331-343. doi:10.1080/00036846.2015.1078450.
  • Rudra, P. P., Arvin, M. B. ve Hall, J. H. (2016). "Economic Growth, Development of Telecommunications Infrastructure, and Financial Development in Asia 1991–2012", The Quarterly Review of Economics and Finance, 59, 25-38. doi:http://dx.doi.org/10.1016/j.qref.2015.06.008.
  • Sağlam, B. B. (2018). ICT Diffusion, R&D Intensity, and Economic Growth: a Dynamic Panel Data Approach. Journal of Knowledge Economy, 9, 639-648, doi:10.1007/s13132-016-0353-0.
  • Salahuddin, M. ve Alam, K. (2015). Internet Usage, Electricity Consumption and Economic Growth in Australia: A Time Series Evidence. Telematics and Informatics, 32, 862-878, doi:10.1016/j.tele.2015.04.011.
  • Sassi, S. ve Goaied, M. (2013). Financial Development, ICT Diffusion and Economic Growth: Lessons from MENA Region. Telecommunications Policy, 37, 252-261, doi:10.1016/j.telpol.2012.12.004.
  • Schreyer, P. (2000). The Contribution of Information and Communication Technology to Output Growth: A Study of the G7 Countries. OECD Science, Technology and Industry Working Papers(02), 1-24.
  • Sepehrdoust, H. ve Ghorbanseresht, M. (2019). Impact of Information and Communication Technology and Financial Development on Economic Growth of OPEC Developing Economies. Kasetsart Journal of Social Sciences(40), 546-551, doi:10.1016/j.kjss.2018.01.008.
  • Solomon, E. M. ve Klyton, A. (2020). The Impact of Digital Technology Usage on Economic Growth in Africa. Utilities Policy, 67(101104), 1-12, doi:10.1016/j.jup.2020.101104.
  • Tatoğlu, F. Y. (2020). Panel Zaman Serileri Analizi. İstanbul: Beta Basım Yayım Dağıtım A.Ş.
  • Thompson Jr., H. G. ve Garbacz, C. (2011). Economic Impacts of Mobile versus Fixed Broadband.
  • TelecommunicationsPolicy, 35, 999-1009, doi:10.1016/j.telpol.2011.07.004.
  • Van Ark, B., Gupta, A. ve Erumban, A. A. (2011). Measuring the Contribution of ICT to Economic Growth. B. van Ark içinde, The linked world: how ICT is transforming societies, cultures and economies (s. 9-35). Madrid: Fundación Telefónica.
  • Ward, M. R. ve Zheng, S. (2016). Mobile Telecommunications Service and Economic Growth: Evidence from China. Telecommunications Policy, 40, 89-101, doi:10.1016/j.telpol.2015.06.005.
  • World Bank. (2022). World Development Indicators, Data Bank. The World Bank Group.
  • Yakunina, R. P. ve Bychkov, G. A. (2015). Correlation Analysis Of The Components Of The Human Development Index Across Countries. International Conference on Applied Economics (s. 776-771), Kazan, Russia: ICOAE 2015.
  • Zhang, J. ve Danish. (2019). The Dynamic Linkage between Information and Communication Technology, Human Development Index, and Economic Growth: Evidence from Asian Economies. Environmental Science and Pollution Research, 26(26), 26982-26990, doi:10.1007/s11356-019-05926-0.

GELİŞMEKTE OLAN ÜLKELERDE DİJİTALLEŞMENİN EKONOMİK BÜYÜME ÜZERİNDEKİ ETKİSİ

Year 2025, Volume: 27 Issue: IERFM 2025 Özel Sayı, 177 - 204, 14.03.2025
https://doi.org/10.26468/trakyasobed.1515786

Abstract

İktisat yazınında teknolojik gelişme verimlilik artışı ve iktisadi büyüme için kritik öneme sahiptir. Son yıllarda dijitalleşme sektöründeki gelişmeler neticesinde teknolojik gelişmeler hızlanmış, verimlilik artışı yaşanmış ve dijitalleşme ekonomik büyümede önemli bir yer edinmiştir. Çalışmamızda da yüksek orta gelirli ve düşük orta gelirli gelişmekte olan ülkelerde dijitalleşmenin ekonomik büyüme üzerindeki etkisi, 1995-2020 zamana aralığında, incelenmiştir. 13 tane yüksek orta gelirli ülkenin ve 10 tane de düşük orta gelirli ülke için yapılan analiz sonuçları 8 tane, bir zamanlar orta veya düşük gelirli ülke kategorisinde olan ancak son yıllarda yüksek gelirli ülke grubunda yer alan ülke için yapılan analiz sonuçlarıyla karşılaştırılmıştır. Bu ülkeler seçilen değişkenlerle kişi başına düşen gelir arasındaki uzun dönemli ilişki Pedroni panel eşbütünleşme testiyle sınanmıştır. Dijitalleşmenin büyüme üzerindeki etkisi, modellerdeki heterojenliği dikkate alan, Tam Uyumlaştırılmış En Küçük Kareler Yöntemiyle ve yatay kesit bağımlılığını dikkate alan Ortak Korelasyonlu Etkiler yöntemiyle tahmin edilmiştir. Elde edilen sonuçlara göre dijitalleşme değişkeni olarak seçilen her 100 kişi başına düşen sabit telefon aboneliği, her 100 kişi başına düşen cep telefonu aboneliği ve internet kullanan kişilerin nüfusa oranı, her üç ülke grubu için uzun dönemde gelir üzerinde olumlu etkiye sahiptir. Yüksek gelir grubunda cep telefonu aboneliği; yüksek orta gelir ve düşük orta gelirli ülke gruplarında ise sabit telefon aboneliği en yüksek değere sahiptir. Yüksek orta gelirli ülke grubunda da internet değişkeninin katsayı değeri ikinci sırada, düşük orta gelirli ülke grubunda ise internet kullanımı üçüncü sırada ve negatif katsayıya sahiptir. Bu sonuçlara göre ülke gruplarının gelişmişlik derecesine göre BİT değişkenlerinin kişi başına düşen geliri etkileme derecesi değişmektedir.

References

  • Dewan, S. ve Kraemer, K. L. (2000). Information Technology and Productivity: Evidence from Country-Level Data. Management Science, 46(4), 548-562, doi:10.1287/mnsc.46.4.548.12057.
  • Adedoyin, F. F., Bekun, F. V., Driha, O. M. ve Balsalobre-Lorente, D. (2020). The Effects of Air Transportation, Energy, ICT and FDI on Economic Growth in the Industry 4.0 era: Evidence from the United States, Technological Forecasting & Social Change, 160, 1-10, doi:10.1016/j.techfore.2020.120297.
  • Adeleye, N. ve Eboagu, C. (2019). Evaluation of ICT Development and Economic Growth. Netnomics, 20, 31-53, doi:10.1007/s11066-019-09131-6.
  • Algan, N., Özmen, M., & Karlılar, S. (2017). Bilgi ve İletişim Teknolojilerinin Ekonomik Büyüme Üzerine Etkisi: G-20 Ülkeleri İçin Bir Analiz. Çukurova Üniversitesi İİBF Dergisi, 21(1), 1-24.
  • Alper, F. Ö. (2017). Bilgi ve İletişim Teknolojilerinin Ekonomik Büyüme ve İşsizlik Üzerine Etkisi: Seçilmiş AB Ülkeleri ve Türkiye Örneği. Yasama Dergisi(36), 45-65.
  • Alshubir, F., Jamil, S. A. ve Elheddad, M. (2019). The Impact of ICT on Financial Development: Empirical Evidence from the Gulf Cooperation Council Countries. Applications of Electronic Finance and Global Technology Readiness, 11, 1-14, doi:10.1177/1847979019870670.
  • Arendt, L. (2015). The Digital Economy, ICT and Economic Growth in the CEE Countries. OLSZTYN Economic Journal, 10(3), 247-262.
  • Arvin, B. M. ve Pradhan, R. R. (2014). Broadband Penetration and Economic Growth Nexus: Evidence from Cross-Country Panel Data. Applied Economics, 46(35), 4360-4369, doi:10.1080/00036846.2014.957444.
  • Bahrini, R.ve Qaffas, A. A. (2019). Impact of Information and Communication Technology on Economic Growth: Evidence from Developing Countries Economies. 7(21), 1-13, doi:10.3390/economies7010021.
  • Breusch, T. S. ve Pagan, A. R. (1980). The Lagrange Multiplier Test and Its Applications to Model Specification in Econometrics. The Review of Economic Studies, 47(1), 239-253, http://www.jstor.org/stable/2297111 adresinden alındı.
  • Castaldo, A., Fiorini, A. ve Maggi, B. (2018). Measuring (in a Time of Crisis) the Impact of Broadband Connections on Economic Growth: an OECD Panel Analysis. Applied Economics, 50(8), 838-854, doi:10.1080/00036846.2017.1343448.
  • Chavula, H. K. (2013). Telecommunications development and economic growth in Africa. Information Technology for Development, 19(1), 5-23, http://doi.org/10.1080/02681102.2012.694794.
  • Choi, C. ve Yi, H. M. (2018). The Internet, R&D Expenditure and Economic Growth. Applied Economics Letters, 25(4), 264-267, doi:10.1080/13504851.2017.1316819.
  • Czernich, N., Falck, O., Kretschmer, T. ve Woesmann, L. (2011). Broadband Infrastructure and Economic Growth. The Economic Journal, 121(552), 505-532.
  • David, O. O. (2019). Nexus between Telecommunication Infrastructures, Economic growth and Development in Africa: Panel Vector Autoregression (PVAR) Analysis. Telecommunications Policy, 43, 1-17, doi:https://doi.org/10.1016/j.telpol.2019.03.005.
  • David, O. O. (2019). Powering Economic Growth and Development in Africa: Telecommunication Operations. Applied Economics, 51(33), 3583-3607, doi:10.1080/00036846.2019.1578852.
  • Donou-Adonsou, F., Lim, S. ve Mathey, S. A. (2016). Technological Progress and Economic Growth in Sub-Saharan Africa: Evidence from Telecommunications Infrastructure. International Advances in Economic Research, 22(1), 65-75.
  • Dumitrescu, E.-I. ve Hurlin, C. (2012). Testing for Granger Non-Causality in Heterogeneous Panels. Economic Modelling, 29(4), 1450-1460, doi:10.1016/j.econmod.2012.02.014.
  • Edquist, H., Goodridge, P., Haskel, J., Li, X. ve Lindquist, E. (2018). How Important Are Mobile Broadband Networks for the Global Economic Development?. Information Economics and Policy, 45, 16-29, doi:10.1016/j.infoecopol.2018.10.001.
  • Erumban, A. A. ve Das, D. K. (2016). Information and Communication Technology and Economic Growth in India. 40(5), 412-431, doi:10.1016/j.telpol.2015.08.006.
  • Fernandez-Portillo, A., Almodóvar-González, M. ve Hernández-Mogollón, R. (2020). Impact of ICT Development on Economic Growth. A study of OECD European Union Countries. Technology in Society, 63, 1-9, doi:10.1016/j.techsoc.2020.101420.
  • Ghosh, S. (2017). Broadband Penetration and Economic Growth: Do Policies Matter?. Telematics and Informatics, 34, 676-693, doi:10.1016/j.tele.2016.12.007.
  • Haftu, G. G. (2019). Information Communications Technology and Economic Growth in Sub-Saharan Africa: A Panel Data Approach. Telecommunications Policy, 43, 88-99, doi:https://doi.org/10.1016/j.telpol.2018.03.010.
  • Hong, J.-p. (2017). Causal Relationship between ICT R&D Investment and Economic Growth in Korea.
  • Technological Forecasting & Social Change, 116, 70-75, doi:10.1016/j.techfore.2016.11.005.
  • Ishida, H. (2014). The effect of ICT Development on Economic Growth and Energy Consumption in Japan.
  • Telematics and Informatics, 30(1), 79-88, doi:10.1016/j.tele.2014.04.003.
  • Kao, C. ve Chiang, M.-H. (1999). On the Estimation and Inference of A Cointegrated Regression in Panel Data. (S. U. Maxwell School of Citizenship and Public Affairs, Dü.) Center for Policy Research Working Paper https://surface.syr.edu/cgi/viewcontent.cgi?article=1144&context=cpr adresinden alındı.
  • Kramer, W. J., Jenkins, B. ve Katz, R. S. (2007). The Role of the Information and Communications Technology Sector in Expanding Economic Opportunity. Corporate Social Responsibility Initiative Report, 1-52.
  • Kurniawati, M. A. (2020). The Role of ICT Infrastructure, Innovation and Globalization on Economic Growth in OECD Countries: 1996-2017. Journal of Science and Technology Policy Management, 11(2), 193-2015, doi:10.1108/jstpm-06-2019-0065.
  • Kurniawati, M. A. (2021). Analysis of the Impact of Information Communication Technology on Economic Growth: Empirical Evidence from Asian Countries. Journal of Asian Business and Economic Studies, 29(1), 1-17.
  • Maneejuk, P. ve Yamaka, W. (2020). An Analysis of the Impacts of Telecommunications Technology and Innovation on Economic Growth. Telecommunications Policy, 44(10), 1-19, doi:10.1016/j.telpol.2020.102038.
  • Myovella, G., Karacuka, M. ve Haucap, J. (2020). Digitalization and Economic Growth: A Comparative Analysis of Sub-Saharan Africa and OECD Economies. Telecommunications Policy, 44, 1-12, doi:10.1016/j.telpol.2019.101856.
  • Myovella, G., Karacuka, M. ve Haucap, J. (2020). Digitalization and Economic Growth: A Comparative Analysis of Sub-Saharan Africa and OECD Economies. Telecommunications Policy, 44, 1-12, doi:10.1016/j.telpol.2019.101856.
  • Nair , M., Pradhan, R. P. ve Arvin, M. B. (2020). Endogenous Dynamics between R&D, ICT and Economic Growth: Empirical Evidence from the OECD Countries. Technology in Society, 62(101315), doi:10.1016/j.techsoc.2020.101315.
  • Niebel, T. (2014). ICT and Economic Growth – Comparing Developing, Emerging and Developed Countries. World Development, 104, 197-2011, doi:10.1016/j.worlddev.2017.11.024.
  • Özkan, G. ve Çelik, H. (2018). Bilgi İletişim Teknolojileri ile Ekonomik Büyüme Arasındaki İlişki: Türkiye için Uygulama. Uluslararası Ticaret ve Ekonomi Araştırmaları Dergisi, 2(1), 1-15, doi:10.30711/utead.405474 Parkin, M. ve Bade, R. (2019). Macroeconomics. Londra, Birleşik Krallık: Pearson Publication.
  • Pedroni, P. (1996). Fully Modified OLS for Heterogenous Cointegrated Panels and the Case of Purschasing Power Parity. Indiana University Working Paper.
  • Pedroni, P. (1999). Critical Values for Cointegration Tests in Heterogenous Panels with Multiple Regressors. Oxford Bulletin for Economics and Statistics, 61(s1), 653-670, doi: https://doi.org/10.1111/1468-0084.0610s1653.
  • Pedroni, P. (2000). Fully Modified OLS for Heterogeneous Cointegrated Panels. Nonstationary Panels, Panel Cointegration, and Dynamic Panels, 93-130, doi:http://dx.doi.org/10.1016/S0731-9053(00)15004-2.
  • Pedroni, P. (2004). Panel Cointegration: Asymptotic and Finite Sample Properties of Pooled Time Series Tests with an Application to the PPP Hypothesis. Econometric Theory, 20(3), 597-625, doi:10170S0266466604203073.
  • Pesaran, M. H. (2004). General Diagnostic Tests for Cross Section Dependence in Panels. CESifo Working Paper Series(1229).
  • Pesaran, M. H. (2007). A Simple Panel Unit Root Test in the Presence of Cross-Section Dependence. Journal of Applied Econometrics, 22, 265-312.
  • Pesaran, M. H. ve Yamagata, T. (2008). Testing Slope Homogeneity in Large Panels. Journal of Econometrics, 142, 50-93, doi:10.1016/j.jeconom.2007.05.010.
  • Pesaran, M. H., Ullah, A. ve Yamagata, T. (2008). A Bias Adjusted LM Test of Error Cross-Section Independence. The Econometrics Journal, 11(1), 105-127, doi:10.1111/j.1368-423X.2007.00227.x.
  • Pohjola, M. (2002). The New Economy in Growth and Development. Oxford Review of Economic Policy, 18(3), 380-396, www.jstor.org/stable/23606594 adresinden alındı.
  • Pradhan, R. A., Arvin, M. B., Norman, N. R. ve Bele, S. K. (2014). Economic Growth and the Development of Telecommunications Infrastructure in the G-20 Countries: A Panel VAR Approach. Telecommunications Policy, 38, 634-649, doi:http://dx.doi.org/10.1016/j.telpol.2014.03.001.
  • Pradhan, R. P., Arvin, M. B., Nair, M., Bennett, S. E. ve Hall, J. H. (2019). The Information Revolution, Innovation Diffusion and Economic Growth: An Examination of Causal Links in European Countries. Quality & Quantity: International Journal of Methodology, 53(3), 1529-1563, doi:10.1007/s11135-018-0826-2.
  • Pradhan, R. P., Arvin, M. B., Norman, N. R. ve Bennett, S. E. (2016). "Financial Depth, Internet Penetration Rates and Economic Growth: Country-Panel Evidence", Applied Economics, 48(4), 331-343. doi:10.1080/00036846.2015.1078450.
  • Rudra, P. P., Arvin, M. B. ve Hall, J. H. (2016). "Economic Growth, Development of Telecommunications Infrastructure, and Financial Development in Asia 1991–2012", The Quarterly Review of Economics and Finance, 59, 25-38. doi:http://dx.doi.org/10.1016/j.qref.2015.06.008.
  • Sağlam, B. B. (2018). ICT Diffusion, R&D Intensity, and Economic Growth: a Dynamic Panel Data Approach. Journal of Knowledge Economy, 9, 639-648, doi:10.1007/s13132-016-0353-0.
  • Salahuddin, M. ve Alam, K. (2015). Internet Usage, Electricity Consumption and Economic Growth in Australia: A Time Series Evidence. Telematics and Informatics, 32, 862-878, doi:10.1016/j.tele.2015.04.011.
  • Sassi, S. ve Goaied, M. (2013). Financial Development, ICT Diffusion and Economic Growth: Lessons from MENA Region. Telecommunications Policy, 37, 252-261, doi:10.1016/j.telpol.2012.12.004.
  • Schreyer, P. (2000). The Contribution of Information and Communication Technology to Output Growth: A Study of the G7 Countries. OECD Science, Technology and Industry Working Papers(02), 1-24.
  • Sepehrdoust, H. ve Ghorbanseresht, M. (2019). Impact of Information and Communication Technology and Financial Development on Economic Growth of OPEC Developing Economies. Kasetsart Journal of Social Sciences(40), 546-551, doi:10.1016/j.kjss.2018.01.008.
  • Solomon, E. M. ve Klyton, A. (2020). The Impact of Digital Technology Usage on Economic Growth in Africa. Utilities Policy, 67(101104), 1-12, doi:10.1016/j.jup.2020.101104.
  • Tatoğlu, F. Y. (2020). Panel Zaman Serileri Analizi. İstanbul: Beta Basım Yayım Dağıtım A.Ş.
  • Thompson Jr., H. G. ve Garbacz, C. (2011). Economic Impacts of Mobile versus Fixed Broadband.
  • TelecommunicationsPolicy, 35, 999-1009, doi:10.1016/j.telpol.2011.07.004.
  • Van Ark, B., Gupta, A. ve Erumban, A. A. (2011). Measuring the Contribution of ICT to Economic Growth. B. van Ark içinde, The linked world: how ICT is transforming societies, cultures and economies (s. 9-35). Madrid: Fundación Telefónica.
  • Ward, M. R. ve Zheng, S. (2016). Mobile Telecommunications Service and Economic Growth: Evidence from China. Telecommunications Policy, 40, 89-101, doi:10.1016/j.telpol.2015.06.005.
  • World Bank. (2022). World Development Indicators, Data Bank. The World Bank Group.
  • Yakunina, R. P. ve Bychkov, G. A. (2015). Correlation Analysis Of The Components Of The Human Development Index Across Countries. International Conference on Applied Economics (s. 776-771), Kazan, Russia: ICOAE 2015.
  • Zhang, J. ve Danish. (2019). The Dynamic Linkage between Information and Communication Technology, Human Development Index, and Economic Growth: Evidence from Asian Economies. Environmental Science and Pollution Research, 26(26), 26982-26990, doi:10.1007/s11356-019-05926-0.
There are 64 citations in total.

Details

Primary Language Turkish
Subjects Macroeconomics (Other)
Journal Section Articles
Authors

Bekir Aşık 0000-0002-2221-016X

Publication Date March 14, 2025
Submission Date July 13, 2024
Acceptance Date December 25, 2024
Published in Issue Year 2025 Volume: 27 Issue: IERFM 2025 Özel Sayı

Cite

APA Aşık, B. (2025). GELİŞMEKTE OLAN ÜLKELERDE DİJİTALLEŞMENİN EKONOMİK BÜYÜME ÜZERİNDEKİ ETKİSİ. Trakya Üniversitesi Sosyal Bilimler Dergisi, 27(IERFM 2025 Özel Sayı), 177-204. https://doi.org/10.26468/trakyasobed.1515786
AMA Aşık B. GELİŞMEKTE OLAN ÜLKELERDE DİJİTALLEŞMENİN EKONOMİK BÜYÜME ÜZERİNDEKİ ETKİSİ. Trakya Üniversitesi Sosyal Bilimler Dergisi. March 2025;27(IERFM 2025 Özel Sayı):177-204. doi:10.26468/trakyasobed.1515786
Chicago Aşık, Bekir. “GELİŞMEKTE OLAN ÜLKELERDE DİJİTALLEŞMENİN EKONOMİK BÜYÜME ÜZERİNDEKİ ETKİSİ”. Trakya Üniversitesi Sosyal Bilimler Dergisi 27, no. IERFM 2025 Özel Sayı (March 2025): 177-204. https://doi.org/10.26468/trakyasobed.1515786.
EndNote Aşık B (March 1, 2025) GELİŞMEKTE OLAN ÜLKELERDE DİJİTALLEŞMENİN EKONOMİK BÜYÜME ÜZERİNDEKİ ETKİSİ. Trakya Üniversitesi Sosyal Bilimler Dergisi 27 IERFM 2025 Özel Sayı 177–204.
IEEE B. Aşık, “GELİŞMEKTE OLAN ÜLKELERDE DİJİTALLEŞMENİN EKONOMİK BÜYÜME ÜZERİNDEKİ ETKİSİ”, Trakya Üniversitesi Sosyal Bilimler Dergisi, vol. 27, no. IERFM 2025 Özel Sayı, pp. 177–204, 2025, doi: 10.26468/trakyasobed.1515786.
ISNAD Aşık, Bekir. “GELİŞMEKTE OLAN ÜLKELERDE DİJİTALLEŞMENİN EKONOMİK BÜYÜME ÜZERİNDEKİ ETKİSİ”. Trakya Üniversitesi Sosyal Bilimler Dergisi 27/IERFM 2025 Özel Sayı (March 2025), 177-204. https://doi.org/10.26468/trakyasobed.1515786.
JAMA Aşık B. GELİŞMEKTE OLAN ÜLKELERDE DİJİTALLEŞMENİN EKONOMİK BÜYÜME ÜZERİNDEKİ ETKİSİ. Trakya Üniversitesi Sosyal Bilimler Dergisi. 2025;27:177–204.
MLA Aşık, Bekir. “GELİŞMEKTE OLAN ÜLKELERDE DİJİTALLEŞMENİN EKONOMİK BÜYÜME ÜZERİNDEKİ ETKİSİ”. Trakya Üniversitesi Sosyal Bilimler Dergisi, vol. 27, no. IERFM 2025 Özel Sayı, 2025, pp. 177-04, doi:10.26468/trakyasobed.1515786.
Vancouver Aşık B. GELİŞMEKTE OLAN ÜLKELERDE DİJİTALLEŞMENİN EKONOMİK BÜYÜME ÜZERİNDEKİ ETKİSİ. Trakya Üniversitesi Sosyal Bilimler Dergisi. 2025;27(IERFM 2025 Özel Sayı):177-204.

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