E7 ÜLKELERİNDE DİJİTALLEŞMENİN EKONOMİK BÜYÜMEYE ETKİSİ: UYGULAMALI BİR ANALİZ

Esra Cebeci Mazlum

doi:10.54688/ayd.1542910

EN TR

IMPACT OF DIGITALIZATION ON ECONOMIC GROWTH IN E7 COUNTRIES: AN APPLIED APPROACH

Öz

The aim of this study is to investigate the impact of digitalization on economic growth in E7 countries using panel data analysis methods with annual data for the period 2003-2021. Information and communication technology product exports, the number of individuals using the internet (% population) and theDi number of mobile phone subscribers were used to represent the digitalization indicator. According to the panel cointegration test results of Gengenbach et al. (2016), there is a cointegration relationship between the variables. Since a cointegration relationship was detected between the variables, the Average Group Dynamic Least Squares (DOLSMG) estimator, which is suitable for models with heterogeneous slopes, was used. According to the DOLSMG long-term coefficient estimation results, there is a positive and significant relationship between the export of information and communication technology products, the number of individuals using the internet and the number of mobile phone subscribers, which represent the digitalization variable for the entire panel, and economic growth. According to the panel causality findings, there is a bidirectional causality relationship between economic growth and information and communication technology product exports in E7 countries. Furthermore, the findings reveal that there is a one-way causality relationship from individuals using the internet to economic growth and from economic growth to mobile phone subscriptions in the E7 countries.

Anahtar Kelimeler

Digitalization, Economic Growth, Panel Data Analysis

E7 ÜLKELERİNDE DİJİTALLEŞMENİN EKONOMİK BÜYÜMEYE ETKİSİ: UYGULAMALI BİR ANALİZ

Öz

Bu çalışmanın amacı, E7 ülkelerinde dijitalleşmenin ekonomik büyüme üzerindeki etkisini, 2003-2021 dönemine ait yıllık verilerle panel veri analizi yöntemleri kullanarak araştırmaktır. Dijitalleşme göstergesini temsil etmek için bilgi ve iletişim teknolojisi ürün ihracatı, internet kullanan birey sayısı (% nüfus) ve mobil telefon abone sayısı kullanılmıştır. Gengenbach vd. (2016) panel eşbütünleşme testleri sonuçlarına göre değişkenler arasında eşbütünleşme ilişkisi vardır. Değişkenler arasında eşbütünleşme ilişkisi tespit edildiğinden heterojen eğimlere sahip modeller için uygun olan Ortalama Grup Dinamik En Küçük Kareler (DOLSMG) tahmincisi kullanılmıştır. DOLSMG uzun dönem katsayı tahmin sonuçlarına göre, panelin tamamı için dijitalleşme değişkenini temsil eden bilgi ve iletişim teknolojisi ürünleri ihracatı, internet kullanan birey sayısı ve mobil telefon abone sayısı ile ekonomik büyüme arasında pozitif ve anlamlı bir ilişki vardır. Panel nedensellik bulgularına göre, E7 ülkelerinde ekonomik büyüme ile bilgi ve iletişim teknolojisi ürünleri ihracatı arasında çift yönlü bir nedensellik ilişkisi vardır. Ayrıca bulgular, E7 ülkelerinde internet kullanan bireylerden ekonomik büyümeye ve ekonomik büyümeden mobil telefon aboneliklerine doğru tek yönlü bir nedensellik ilişkisi olduğunu ortaya koymaktadır.

Anahtar Kelimeler

Dijitalleşme, Ekonomik Büyüme, Panel Veri Analizi

Kaynakça

Acemoglu, D., & Robinson, J. A. (2013). Why nations fail: The origins of power, prosperity, and poverty. Crown Currency.
Adeleye, N., ve Eboagu, C. (2019). Evaluation of ICT development and economic growth in Africa. NETNOMICS: Economic Research and Electronic Networking, 20(1), 31–53.
Ahmad, M., Majeed, A., Khan, M. A., Sohaib, M. & Shehzad, K. (2021). Digital financial inclusion and economic growth: provincial data analysis of China. China Economic Journal, 14 (3), 291-310. https://doi.org/10.1080/17538963.2021.1882064.
Akyol, H., Akar, T., & Akar, G. (2023). Dijitallesme ve ekonomik buyume: AB ulkelerinden yeni kanıtlar. Balıkesir Universitesi Sosyal Bilimler Enstitusu Dergisi, 26(49), 99-114. https://doi.org/10.31795/baunsobed.1234251.
Aleksandrova, A., Truntsevsky, Y. & Polutova, M. (2022). Digitalization and its impact on economic growth. Brazilian Journal of Political Economy, (42): 424-441. http://dx.doi.org/10.1590/0101-31572022-3306.
Artan, S., Hayaloglu, P. & Baltacı, N. (2014). Bilgi ve iletisim teknolojilerindeki gelismelerin iktisadi buyume uzerindeki etkisi: Gecis ekonomileri ornegi. Atatürk Universitesi İktisadi ve İdari Bilimler Dergisi, 28(1), 199-214. https://doi.org/10.16951/iibd.40642.
Bakari, S., Weriemmi E. M. & Mabrouki, M. (2022). The impact of digitalization and trade openness on economic growth: New evidence from richest Asian countries. MPRA Paper No. 113816. https://doi.org/10.57017/jorit.v1.2(2).01.
Bozoklu, Ş., & Yılancı, V. (2013). Finansal gelisme ve iktisadi buyume arasindaki nedensellik iliskisi: Gelismekte olan ekonomiler için analiz. Dokuz Eylül Universitesi Iktisadi Idari Bilimler Fakultesi Dergisi, 28(2), 161-187.
Breusch, T. S., & Pagan, A. R. (1980). The Lagrange Multiplier Test and its Applications to Model Specifications in Econometrics Review in Economics Studies, 47.
Brodny, J. & Tutak, M. (2022). Analyzing the level of digitalization among the enterprises of the european union member states and their ımpact on economic growth. Journal of Open Innovation: Technology, Market, and Complexity, 8(2), 70.

Bucak, Ç. & Saygılı, R.F. (2022). Turkiye’de ve G7 ulkelerinde dısa acıklık ve ekolojik ayak izi iliskisi: Yatay kesit bağımlılığı altında panel veri analizi. Anadolu Universitesi Iktisadi ve Idari Bilimler Fakultesi Dergisi, 23(3), 346-365. https://doi.org/10.53443/anadoluibfd.1138234.
Chatterjee, S., Rana, N. P., Tamilmani, K., Sharma, S., & Sahu, G. P. (2020). Artificial Intelligence and the Future of Work: A Review of the Literature. Management Decision, 57(8), 1987-2007.
Choi, C. & Yi M. H. (2009). The Effect of the Internet on Economic Growth: Evidence from Cross-Country Panel Data. Economics Letters, 105(1), 39-41.
Cimen, R., & Sunal, S. (2024). Dijitallesme ve ekonomik buyume iliskisi BRICS-T ulkeleri örnegi. Eurasian Academy of Sciences Social Sciences Journal, (54), 26-44. https://doi.org/10.17740/eas.soc.2024.V54.02.
David, O. O. (2019). Nexus between telecommunication infrastructures, economic growth and development in Africa: Panel vector autoregression (PVAR) analysis. Telecommunications Policy. https://doi.org/10.1016/j.telpol.2019.03.005.
Dumitrescu, E., Hurlin, C. (2012). Testing for Granger non-causality in heterogeneous panels. Economic Modelling, 29(4), 1450–1460. https://doi.org/10.1016/j.econmod.2012.02.014
Erdil, E., Türkcan, B. & Yetkiner, H. (2009). Does information and communication technologies sustain economic growth? The under developed and developing countries case. TEKPOL Working Paper Series, 09/03.
European Commission. (2022). Digital Economy and Society Index (DESI).
Evangelista, R., Guerrieri, P. & Meliciani, V. (2014). The economic impact of digital technologies in Europe. Economics of Innovation and New Technology, 23(8), 802-824. https://doi.org/10.1080/10438599.2014.918438.
Gans, J. (2016). The Disruption Dilemma. MIT Press.
Gengenbach, C., Urbain, J. P., & Westerlund, J. (2016). Error correction testing in panels with common stochastic trends. Journal of Applied Econometrics, 31(6), 982-1004. https://doi.org/10.1002/jae.2475.
Ghosh, S. (2017). Broadband penetration and economic growth: Do policies matter? Telematics and Informatics, 34(5), 676-693. https://doi.org/10.1016/j.tele.2016.12.007.
Gonel, F. D. (2016). Teknoloji kalkınma ilişkisi: teknolojinin yarattığı dünya. F. D. Gönel (Eds.) içinde, Kalkınma Ekonomisi, Ankara: Efil Yayınevi.
Guloglu, B. & Ivrendi, M. (2008). Output fluctuations: Transitory or permanent? The case of Latin America, Applied Economics Letters, 17(4), 1–6. https://doi.org/10.1080/13504850701735880.
Habibi, F. & Zabardast, M. A. (2020). Digitalization, education and economic growth: A comparative analysis of Middle East and OECD countries. Technology in Society, 63, 101370. https://doi.org/10.1016/j.techsoc.2020.101370.
Haftu, G. G. (2019). Information communications technology and economic growth in Sub-Saharan Africa: A panel data approach. Telecommunications Policy, 43(1), 88-99. https://doi.org/10.1016/j.telpol.2018.03.010.
Hosan, S., Karmaker, S. C., Rahman, M. M., Chapman, A. J. & Saha, B. B. (2022). Dynamic links among the demographic dividend, digitalization, energy intensity and sustainable economic growth: Empirical evidence from emerging economies. Journal of Cleaner Production, 330, 129858. https://doi.org/10.1016/j.jclepro.2021.129858.
Irfan, M., & Ojha, R. K. (2023). Foreign direct investment inflows and energy diversification in emerging seven economies: evidence from a panel data analysis. International Journal of Emerging Markets, 18(12), 5545-5564.
ITU. (2020). Measuring Digital Development: Facts and Figures.
ITU. (2025). Measuring Digital Development: Facts and Figures.
Kao, C. (1999). Spurious regression and residual-based tests for cointegration in panel data. Journal of Econometrics, 90(1), 1–44. https://doi.org/10.1016/S0304-4076(98)00023-2
Karakas, S., Rukancı, F. & Anameriç, H. (2009). Belge yonetimi ve arsiv terimleri sozlugu, Devlet Arsivleri Genel Mudurluğu, Yayın No: 24, Ankara.
McCraw, T. (2006). Schumpeter's business cycles as business history. Business History Review, 80, 231-261.
Myovella, G., Karacuka, M. & Haucap, J. (2020). Digitalization and economic growth: A comparative analysis of Sub-Saharan Africa and OECD economies. Telecommunications Policy, 44(2), 101856. https://doi.org/10.1016/j.telpol.2019.101856.
Ngameni, J.P., Kemmanang, L.F. L. & Ngassam, S. B. (2022). Growth gap between China and Africa: Do digital technologies matter? Journal of the Knowledge Economy, 13, 24-43. https://doi.org/10.1007/s13132-020-00716-3.
OECD. (2019). How's life in the digital age?. OECD Publishing.
OECD. (2021). How’s Life in the Digital Age? OECD Publishing.
Ozel, A. P., & Sert, N. Y. (2015). Dijital halkla ilişkiler: kavram ve araçları. Derin Yayınları: Istanbul.
Ozkan, G. S., & Celik, H. (2018). Bilgi iletisim teknolojileri ile ekonomik buyume arasındaki iliski: Turkiye için bir uygulama. Journal of International Trade and Economic Researches, 2 (1), 1-15. https://doi.org/10.30711/utead.405474.
Ozturk, I. & Ullah, S. (2022). Does digital financial inclusion matter for economic growth and environmental sustainability in OBRI economies? An empirical analysis. Resources, Conservation and Recycling, 185, 106489. https://doi.org/10.1016/j.resconrec.2022.106489.
Pedroni, P. (1999). Critical values for cointegration tests in heterogeneous panels with multiple regressors. Oxford Bulletin of Economics and Statistics, 61(S1), 653–670. https://doi.org/10.1111/1468-0084.61
Pedroni, P. (2001). Fully modified OLS for heterogeneous cointegrated panels. In Nonstationary panels, panel cointegration, and dynamic panels (pp. 93-130). Emerald Group Publishing Limited.
Pesaran, M. H. (2004). General diagnostic tests for cross section dependence in panels. Cambridge Working Papers. Economics, 1240(1), 1.
Pesaran, M. (2007). A Simple Panel Unit Root Test in the Presence of Cross-Section Dependence. Journal of Applied Econometrics, 22(2), 265-312. https://doi.org/10.1002/jae.951.
Pesaran, M. H., & Smith, R. P. (1995). Estimating long run relationships from dynamic heterogeneous panels. Journal of Econometrics, 68(1), 79–113. https://doi.org/10.1016/0304 4076(94)01644 F.
Pesaran, M. H., & Yamagata, T. (2008). Testing slope homogeneity in large panels. Journal of econometrics, 142(1), 50-93.
Pradhan, R. P., Mak, B. A., Nair, M., Sara E. Bennett, S. E. & Bahmani, S. (2019). Short-term and long-term dynamics of venture capital and economic growth in a digital economy: a study of European countries. Technology in Society, 57, 125-134. https://doi.org/10.1016/j.techsoc.2018.11.002.
Pradhan, R.P., Bele, S. & Pandey, S. (2013) Internet growth nexus: Evidence from cross-country panel data. Applied Economics Letters, 20 (16), 1511-1515. https://10.1080/13504851.2013.829170.
PwC. (2006). The World in 2050: How big will the emerging market economies get and how can the OECD compete? PricewaterhouseCoopers LLP.
PwC (2017). The long view: How will the global economic order change by 2050. London. PriceWaterhouseCoopers.
Saidi, K. & Mongi, C. (2018). The effect of education, R&D and ICT on economic growth in high income countries. Economics Bulletin, 38 (2), 810-825.
Salahuddin, M. Tisdell, C. Burton, L. & Alam, K. (2015). Social capital formation, internet usage and economic growth in Australia: Evidence from time series data. International Journal of Economics and Financial Issues, 5 (4), 942-953.
Solomon, E. M. & Van Klyton, A. (2020). The impact of digital technology usage on economic growth in Africa. Utilities Policy, 67, 101104. https://doi.org/10.1016/j.jup.2020.101104.
Tripathi, M. & Inani, S. K. (2016). Does internet affect economic growth in sub-Saharan Africa? Economics Bulletin, 36 (4),1993-2002.
Turedi, S. (2013). Bilgi ve iletisim teknolojilerinin ekonomik buyumeye etkisi: Gelismiş ve gelismekte olan ulkeler için panel veri analizi. Gumushane Universitesi Sosyal Bilimler Elektronik Dergisi, 4 (7), 298-322.
Vyshnevskyi, O., Stashkevych, I., Shubna, O. & Barkova, S. (2021). Economic growth in the conditions of digitalization in the EU countries. Estudios De Economía Aplicada, 38(4), 4041. https://doi.org/10.25115/eea.v38i4.4041.
Ward. M. R., & Zheng, S. (2016). Mobile telecommunications service and economic growth: Evidence from China. Telecommunications Policy, 40 (2-3), 89-101. https://doi.org/10.1016/j.telpol.2015.06.005
Westerlund, J. (2007). Testing for error correction in panel data. Oxford Bulletin of Economics and Statistics, 69(6), 709–748. https://doi.org/10.1111/j.1468-0084.2007.00477.x
Wilson, D., & Purushothaman, R. (2003). Dreaming with BRICs: The path to 2050. Goldman Sachs Global Economics Paper, No. 99.
World Bank. (2020). World Development Report: Digital Dividends.
World Bank. (2020). World Development Report 2020: Trading for Development in the Age of Global Value Chains.
World Bank. (2021). World Development Report 2021: The Role of Digital Technologies.
Yerdelen Tatoglu, F. (2020). Panel zaman serileri analizi. İstanbul: Beta Yayınları.

Ayrıntılar

Birincil Dil

Türkçe

Konular

Ekonomi Teorisi (Diğer)

Bölüm

Araştırma Makalesi

Yazarlar

Esra Cebeci Mazlum ^*
0000-0001-5563-0681
Türkiye

Yayımlanma Tarihi

29 Aralık 2025

Gönderilme Tarihi

3 Eylül 2024

Kabul Tarihi

10 Ekim 2025

Yayımlandığı Sayı

Yıl 2025 Cilt: 16 Sayı: 2

DOI

https://doi.org/10.54688/ayd.1542910

IZ

https://izlik.org/JA94ED75JJ

APA

Cebeci Mazlum, E. (2025). E7 ÜLKELERİNDE DİJİTALLEŞMENİN EKONOMİK BÜYÜMEYE ETKİSİ: UYGULAMALI BİR ANALİZ. Journal of Academic Approaches, 16(2), 618-635. https://doi.org/10.54688/ayd.1542910

AMA

1.Cebeci Mazlum E. E7 ÜLKELERİNDE DİJİTALLEŞMENİN EKONOMİK BÜYÜMEYE ETKİSİ: UYGULAMALI BİR ANALİZ. Journal of Academic Approaches. 2025;16(2):618-635. doi:10.54688/ayd.1542910

Chicago

Cebeci Mazlum, Esra. 2025. “E7 ÜLKELERİNDE DİJİTALLEŞMENİN EKONOMİK BÜYÜMEYE ETKİSİ: UYGULAMALI BİR ANALİZ”. Journal of Academic Approaches 16 (2): 618-35. https://doi.org/10.54688/ayd.1542910.

EndNote

Cebeci Mazlum E (01 Aralık 2025) E7 ÜLKELERİNDE DİJİTALLEŞMENİN EKONOMİK BÜYÜMEYE ETKİSİ: UYGULAMALI BİR ANALİZ. Journal of Academic Approaches 16 2 618–635.

IEEE

[1]E. Cebeci Mazlum, “E7 ÜLKELERİNDE DİJİTALLEŞMENİN EKONOMİK BÜYÜMEYE ETKİSİ: UYGULAMALI BİR ANALİZ”, Journal of Academic Approaches, c. 16, sy 2, ss. 618–635, Ara. 2025, doi: 10.54688/ayd.1542910.

ISNAD

Cebeci Mazlum, Esra. “E7 ÜLKELERİNDE DİJİTALLEŞMENİN EKONOMİK BÜYÜMEYE ETKİSİ: UYGULAMALI BİR ANALİZ”. Journal of Academic Approaches 16/2 (01 Aralık 2025): 618-635. https://doi.org/10.54688/ayd.1542910.

JAMA

1.Cebeci Mazlum E. E7 ÜLKELERİNDE DİJİTALLEŞMENİN EKONOMİK BÜYÜMEYE ETKİSİ: UYGULAMALI BİR ANALİZ. Journal of Academic Approaches. 2025;16:618–635.

MLA

Cebeci Mazlum, Esra. “E7 ÜLKELERİNDE DİJİTALLEŞMENİN EKONOMİK BÜYÜMEYE ETKİSİ: UYGULAMALI BİR ANALİZ”. Journal of Academic Approaches, c. 16, sy 2, Aralık 2025, ss. 618-35, doi:10.54688/ayd.1542910.

Vancouver

1.Esra Cebeci Mazlum. E7 ÜLKELERİNDE DİJİTALLEŞMENİN EKONOMİK BÜYÜMEYE ETKİSİ: UYGULAMALI BİR ANALİZ. Journal of Academic Approaches. 01 Aralık 2025;16(2):618-35. doi:10.54688/ayd.1542910

IMPACT OF DIGITALIZATION ON ECONOMIC GROWTH IN E7 COUNTRIES: AN APPLIED APPROACH

Öz

Anahtar Kelimeler

E7 ÜLKELERİNDE DİJİTALLEŞMENİN EKONOMİK BÜYÜMEYE ETKİSİ: UYGULAMALI BİR ANALİZ

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Birincil Dil

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