Journals / İktisat Politikası Araştırmaları Dergisi / 2026 / Cilt: 9 Sayı: 1

Assessing the Impact of High-Technology Exports on the Growth of the Turkish Economy

Emrah Sofuoğlu(Ahi Evran University, Faculty of Economics and Administrative Sciences, Department of Economics, Kırşehir, Turkey)0000-0001-7716-1599
Oktay Kızılkaya(Ahi Evran University, Faculty of Economics and Administrative Sciences, Department of Economics, Kırşehir, Turkey)0000-0002-3830-9412
Emrah Koçak(Erciyes University, Faculty of Economics and Administrative Sciences, Department of Economics, Kayseri, Turkey)0000-0002-5889-3126
Pages
205–229
Publication Date
2022-01-27
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AI Summary & Key Takeaways

AI Insight
⚡ TL;DR(Too Long; Didn't Read)

FMOLS, DOLS, and CCR long-term coefficient test results indicate that high technology product export positively impacts economic growth.

📌 3 Key Takeaways

🎯
Objective & Hypothesis:High technology product export is emerging as one of the issues that economists have discussed frequently in recent years.
📊
Key Findings & Data:Increasing the high-tech product export performance provides a competitive advantage in international trade for countries.
💡
Conclusion & Impact:FMOLS, DOLS, and CCR long-term coefficient test results indicate that high technology product export positively impacts economic growth.
🔬Design:Araştırma Makalesi
📍Scope:2019 Verileri
⚙️Variables:High technology product export · Economic growth · Fixed capital formation

Abstract

High technology product export is emerging as one of the issues that economists have discussed frequently in recent years. Increasing the high-tech product export performance provides a competitive advantage in international trade for countries. To this extent, this study aims to determine the impact of high technology product export on economic growth for Turkey over the period 1990-2019. For the empirical analysis, Hatemi-J (2008), Gregory and Hansen (1996) Fully Modified Ordinary Least Squares (FMOLS), DOLS, and Canonical cointegration regression (CCR) methods are utilized. According to the Hatemi-J cointegration test, there is a long-term relationship between high-technology product export, fixed capital formation, and economic growth, yet a structural break was detected for 2008. In addition, the Gregory and Hansen test result also confirms the cointegration relationship under structural breaks for 2003 and 2006. FMOLS, DOLS, and CCR long-term coefficient test results indicate that high technology product export positively impacts economic growth. The fundamental policy recommendation of this study is to increase financial resources to boost high-tech exports and thus economic growth.

🔖

Cite This Article

Sofuoğlu, E., Kızılkaya, O., Koçak, E. (2022). Assessing the Impact of High-Technology Exports on the Growth of the Turkish Economy. İktisat Politikası Araştırmaları Dergisi, Cilt: 9 Sayı: 1, 205–229. https://doi.org/10.26650/JEPR950483

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References (91)

  1. Abidi, Y. (2020). Assessment of the contribution of high technology exports to the economic growth: The Togo Experience (2008-2017) (January 15, 2020). SSRN. Available at SSRN: https://ssrn.com/ abstract=3519921 or http://dx.doi.org/10.2139/ssrn.3519921 google scholar
  2. Aghion, P., Howitt, P., (1992). A model of growth through creative destruction. Econometrica, 60(2), 323-351. google scholar
  3. Algan, N., Manga, M., Tekeoğlu, M. (2017). Teknolojik gelişme göstergeleri ile ekonomik büyüme arasındaki nedensellik ilişkisi: Türkiye örneği. International Conference On Eurasian Economies, 332-338. google scholar
  4. Amaghouss, J. & Ibourk, A. (2013), “Entrepreneurial activities, innovation and economic growth: The role of cyclical factors: Evidence from OECD countries for the period 2001- 2009”, International Business Research, 6(1), 153. google scholar
  5. Appiah-Otoo, I., & Song, N. (2021). The impact of ICT on economic growth-Comparing rich and poor countries. Telecommunications Policy, 45(2), 102082. google scholar
  6. Arıca F. & Ataklı, R (2010). Teknolojik Gelişmenin Ekonomik Büyüme Üzerindeki Etkisi: Panel Veri Analizi, Ekonomik Yaklaşım Kongresi. google scholar
  7. Arrow, K. (1962). Economic welfare and the allocation of resources for invention the rate and direction of inventive activity: Economic and Social Factors. Princeton University Press, pp. 609-626. google scholar
  8. Atun, R. A., Harvey, I. & Wild, J. (2007). Innovation, patents, and economic growth. International Journal of Innovation Management, 11(02), 279-297. google scholar
  9. Barro, R. J. (1991). Economic growth in a cross section of countries. The Quarterly Journal of Economics, 106(2), 407-443. google scholar
  10. Bilbao-Osorio, B. & Rodriguez-Pose, A. (2004). From R&D to innovation and economic growth in the E.U. Growth and Change, 35(4), 434-455. google scholar
  11. Bilgin, C., & Sahbaz, A. (2009). Türkiye’de büyüme ve ihracat arasındaki nedensellik ilişkileri. MPRA Papers, No:31985. google scholar
  12. Berber, M. (2006). İktisadi büyüme ve kalkınma, Derya Kitabevi, Trabzon. google scholar
  13. Brynjolfsson, E., Hitt, L. M., & Yang, S. (2002). Intangible assets: Computers and organizational capital. Brookings papers on economic activity, 2002(1), 137-181. google scholar
  14. Canbay, Ş. (2020). Investigation of the effect of Turkey’s high-tech exports on the Economic growth using the structural break ARDL bounds testing. Elektronik Sosyal Bilimler Dergisi, 19(74), 865-878. google scholar
  15. Colecchia, A. & Schreyer, P. (2001), “The impact of Information Communications Technology on output growth”, STI Working Paper, 7, OECD, Paris. google scholar
  16. Cuaresma, J.C. & Wörz, J. (2005). On export composition and growth. Review of World Economics, 141(1), 33-49. google scholar
  17. Das, D.K. (1998). Changing comparative advantage and the changing composition of Asian exports. The World Economy, 21(1), 121-140. google scholar
  18. Dickey, D. A. & Fuller, W.A. (1981). Likelihood ratio statistics for autoregressive time series with a unit root. Econometrica: Journal of the Econometric Society, 1057-1072. google scholar
  19. Dinçer, H., Yüksel, S., Adalı, Z., & Aydın, R. (2019). Evaluating the role of research and development and technology investments on economic development of E7 countries. In Organizational transformation and managing innovation in the fourth industrial revolution. IGI Global, 245-263 google scholar
  20. Doruk, Ö. T. & Söylemezoğlu, E. (2014), The Constraints of Innovation in Developing Countries: Too Many Barriers to Start Ups?, Procedia-Social and Behavioral Sciences, 150, 944- 949. google scholar
  21. Ekananda, M., & Parlinggoman, D. J. (2017). The role of high-tech exports and of foreign direct investments (FDI) on economic growth. European Research Studies Journal, vol. 0(4A), pages 194-212. google scholar
  22. Engle, R.F. & Granger, C.W. (1987). Co-integration and error correction: representation, estimation, and testing. Econometrica: Journal of the Econometric Society, 251-276. google scholar
  23. Farhadi, M. & İsmail, R. (2011), “The impact of information and communication technology investment on economic growth in newly industrialized countries in Asia”, Australian Journal of Basic and Applied Sciences, 5(9), 508-516. google scholar
  24. Freire-Seren, M. J. (1999). Aggregate R&D expenditure and endogenous economic growth. Universitat Autönoma de Barcelona and Universidade de Vigo, WP 43.999 google scholar
  25. Frietsch, R., Neuhausler, P., Jung, T. & Van Looy, B. (2014). Patent indicators for macroeconomic growth—the value of patents estimated by export volume. Technovation, 34(9), 546-558. google scholar
  26. Gani, A. (2009). Technological achievement, high technology exports and growth. Journal of Comparative International Management, 12(2),31-47. google scholar
  27. Gregory, A.W. & Hansen,B.E. (1996). Residual-Based tests for cointegration in models with regime shifts. Journal of Econometrics, 70(1), 99-126. google scholar
  28. Grossman, G.M. & Helpman, E. (1989). Comparative advantage and long-run growth. The American Economic Review, 80(4), 796-815. google scholar
  29. Grossman, G.M. & Helpman, E. (1991). Innovation and growth in the global economy. The MIT Press. google scholar
  30. Gülmez, A. & Akpolat, A. G. (2014). AR-GE, İnovasyon ve Ekonomik Büyüme: Türkiye ve AB Örneği İçin Dinamik Panel Veri Analizi, Abant İzzet Baysal Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, 14(2), 1-18. google scholar
  31. Gülmez, A. & Yardımcıoğlu, F. (2012). OECD Ülkelerinde Ar-Ge Harcamaları ve Ekonomik Büyüme İlişkisi: Panel Eşbütünleşme ve Panel Nedensellik Analizi (1990-2010), Maliye Dergisi, 163(1), 335-353. google scholar
  32. Güloğlu, B. & Tekin, R. B. (2012). A panel causality analysis of the relationship among research and development, innovation, and economic growth in high-income OECD countries, Eurasian Economic Review, 2(1), 32-47. google scholar
  33. Hanel, P. (2000). R&D, Inter-industry and international technology spillovers and total factor productivity growth of manufacturing industries in Canada 1974-1989. Economic Systems Research, 12(3), 345-361. google scholar
  34. Hasan, I. & Tucci, C.L. (2010). The innovation-economic growth nexus: Global evidence. ResearchPolicy, 59(10), 1264-1276. google scholar
  35. Hatemi-j, A. (2008). Tests for cointegration with two unknown regime shifts with an application to financial market integration. Empirical Economics, 55(3), 497-505. google scholar
  36. Hiç, M. (1998). Büyüme ve gelişme ekonomisi. Menteş Kitabevi, İstanbul. google scholar
  37. Hobday, M., Cawson, A. & Kim, S.R. (2001). Governance of technology in the electronics industries of East and South-East Asia. Technovation, 21(4), 209-226. google scholar
  38. Hu, A. G., & Png, I. P. (2013). Patent rights and economic growth: evidence from cross-country panels of manufacturing industries. Oxford Economic Papers, 65(3), 675-698. google scholar
  39. Inekwe, J.N. (2015). The contrubution of R&D expenditures to economic growth in developing economies. Social Indicators Research, 124(3), 727-745. google scholar
  40. Johansen, S. (1988). Statistical analysis of cointegration vectors. Journal of Economic Dynamics and Control, 12(2-3), 231-254. google scholar
  41. Johansen, S. & Juselius, K. (1990). Maximum likelihood estimation and inference on cointegration with applications to the demand for money. Oxford Bulletin of Economics and Statistics, 52(2), 169-210. google scholar
  42. Kabaklarlı, E., Duran, M. S., & Üçler, Y. T. (2018). High-technology exports and economic growth: panel data analysis for selected OECD countries. In Forum Scientiae Oeconomia, 6(2), Economic Growth, Innovations and Lobbying, 47-60. Wydawnictwo Naukowe Akademii WSB. google scholar
  43. Keynes, J. M. (1937). The general theory of employment. The quarterly journal of economics, 51(2), 209-223. google scholar
  44. Kızılkaya, O. & Koçak, E. (2016). Middle-Income trap and high-technology product export: an empirical investigation for upper-middle-income economies. Strategic Researches on Social Science, Editör: Ömer Kürşad Tüfekçi, Chapter 7, Lap Lambert Publishing, 125-141. google scholar
  45. Kızılkaya, O., Sofuoğlu, E. & Ay, A. (2017). Yüksek teknolojili ürün ihracatı üzerinde doğrudan yabancı sermaye yatırımları ve dışa açıklığın etkisi: gelişmekte olan ülkelerde panel veri analizi. Doğuş Üniversitesi Dergisi, 18(1), 63-78. google scholar
  46. Krugman, P. R. (2000). Technology, trade and factor prices. Journal of international Economics, 50(1), 51-71. google scholar
  47. Kula, F. (2003). Yatırım-Gelişme yolu yaklaşımı: Teori ve Türkiye üzerine ampirik gözlemler. Atatürk Üniversitesi İktisadi ve İdari Bilimler Dergisi, 17, 3-4. google scholar
  48. Lee, J. V. (2011). Emprical Evidence of Causalty Between Information Communication Technology and Economic Growth in China, Japan and South Korea, The 11th International DSI ant the 16th APDSI Joint Meeting, 12-16 July, Taipei, Taiwan, 1-7. google scholar
  49. Lichtenberg, F. R. (1992). R&D investment and international productivity differences, National Bureau of Economic Research. google scholar
  50. Liu, W.H. & Lin, Y.C. (2005). Foreign patent rights and high-tech exports: evidence from Taiwan. Applied Economics, 37(13), 1543-1555. google scholar
  51. Liu, C., & Xia, G. (2018). Research on the dynamic interrelationship among R&D investment, technological innovation, and economic growth in China. Sustainability, 10(11), 4260. google scholar
  52. Lucas, E. (1988). On the mechanics of economic development. Journal of Monetary Economics, 22(1), 3-42. google scholar
  53. Marx, K. (1867), Capital: A critique of political economy 1. google scholar
  54. McCann, F. (2007). Export composition and growth. University College Dublin. google scholar
  55. Montalvo, J.G. (1995). Comparing cointegrating regression estimators: some additional monte carlo results. Economics letters, 48(3-4), 229-234. google scholar
  56. Myszczyszyn, J. (2020). The Long-run Relationships between Number of Patents and Economic Growth. European Research Studies, 23(3), 548-563. google scholar
  57. Nair, M., Pradhan, R. P., & Arvin, M. B. (2020). Endogenous dynamics between R&D, ICT and economic growth: Empirical evidence from the OECD countries. Technology in Society, 62, 101315. google scholar
  58. Oliner, S.D., Sichel, D.E., Triplett, J.E. & Gordon, R.J. (1994). Computers and output growth revisited: how big is the puzzle. Brookings Papers on Economic Activity, 2, 273-334. google scholar
  59. Park, J.Y. (1992). Canonical cointegrating regressions. Econometrica: Journal of The Econometric Society, 119143. google scholar
  60. Pazarlıoğlu, M. V. & Gürler, Ö. K. (2007). Telekomünikasyon yatırımları ve ekonomik büyüme: panel veri yaklaşımı, Finans Politik ve Ekonomik Yorumlar, 44(508), 35-43. google scholar
  61. Phillips, P.C., Hansen, B.E. (1990). Statistical inference in instrumental variables regression with i (1) processes. The Review of Economic Studies, 57(1), 99-125. google scholar
  62. Phillips, P.C.B. & Perron, P. (1988). Testing for a unit root in time series regression. Biometrika, 335-346. google scholar
  63. Pohjola, M. (2000). Information Technology and Economic Growth, A Cross-Country Analysis, 173. google scholar
  64. Ricardo, D. (1817). On the Principles of Political Economy and Taxation: London. google scholar
  65. Posner, M. V. (1961). International trade and technical change. Oxford Economic Papers, 13(3), 323-341. google scholar
  66. Romer, P.M. (1986). Increasing returns and long-run growth. The Journal of Political Economy, 94(5), 1002-1037. google scholar
  67. Romer, P.M. (1990). Endogenous technological change. The Journal of Political Economy, 98(5), 71-102. google scholar
  68. Romer, P. M. (1994). The origins of endogenous growth. Journal of Economic Perspectives, 8(1), 3-22. google scholar
  69. Samimi, A. J. (2010). ICT and Economic Growth: New Evidence from Some Developing Countries, Australian Jorunal of Basic and Applied Sciences, 4(8): 3086-3091. google scholar
  70. Samimi, A. J. & Alerasoul, S. M. (2009). R&D and economic growth: New evidence from some developing countries, Australian Journal of Basic and Applied Sciences, 3(4), 3464- 3469. google scholar
  71. Schumpeter, J. (1966). Invention and economic growth. google scholar
  72. Smith, A. (1776), An Inquiry into the Nature and Causes of the Wealth of Nations, Methuen. google scholar
  73. Solow, R.M. (1956). A contribution to the theory of economic growth. The Quarterly Journal of Economics, 70(1), 65-94. google scholar
  74. Stock, J.H. & Watson, M.W. (1993). A simple estimator of cointegrating vectors in higher order ıntegrated systems. Econometrica: Journal of the Econometric Society, 783-820. google scholar
  75. Sylwester, K. (2001). R&D and economic growth. Knowledge, Technology & Policy, 13(4), 71-84. google scholar
  76. Şahin, B. E. (2019). Impact of high technology export on economic growth: An analysis on Turkey. Journal of Business Economics and Finance, 8(3), 165-172. google scholar
  77. Taban, S. (2011). İktisadi büyüme, kavram ve modeller. Nobel Yayınevi, Ankara. google scholar
  78. Telatar, O.M., Değer, M.K. & Doğanay, M.A. (2016). Teknoloji yoğunluklu ürün ihracatının ekonomik büyümeye etkisi: Türkiye örneği (1996: q1-2015: q3). Atatürk Üniversitesi İktisadi ve İdari Bilimler Dergisi, 30(4), 921933. google scholar
  79. Tiryakioğlu, M. (2011). Teknoloji transferi, teknoloji yoksulluğu mu?. Ankara Üniversitesi SBF Dergisi, 66(02), 169-199. google scholar
  80. The World Bank (2014). Trading up to the high income. https://www.worldbank.org/content/dam/Worldbank/ document/eca/turkey/tr-cem-trade-eng.pdf (Access Date [21.10.2021] google scholar
  81. The World Bank (2018). World development indicators, http://databank.worldbank.org/data/reports. aspx?source=world-development-indicators Access Date [14.02.2020]. google scholar
  82. The World Bank (2021). High-technology exports. https://data.worldbank.org/indicator/TX.VAL.TECH.CD [Access Date: 03.06.2021]. google scholar
  83. Turkish Ministry of Industry and Technology (2019). 2023 Sanayi ve Teknoloji Stratejisi. https://www.sanayi.gov. tr/assets/pdf/SanayiStratejiBelgesi2023.pdf (Access Date [22.12.2021] google scholar
  84. Turkstat (2021). Foreign Trade Statistics (January-October 2021). https://data.tuik.gov.tr/Bulten/Index?p=Dis-Ticaret-Istatistikleri-Ekim-2021-37422 Access Date [17.12.2021] google scholar
  85. Usman, M. (2017). Impact of high-tech exports on economic growth: empirical evidence from pakistan. Journal on Innovation and Sustainability, 8(1), 75-89. google scholar
  86. Ustabaş, A. & Ersin, Ö. (2016). The effects of R&D and high technology exports on economic growth: a comparative cointegration analysis for Turkey and South Korea. In International Conference On Eurasian Economies, 44-55. google scholar
  87. Wakelin, K. (2001). Productivity growth and R&D expenditure in UK manufacturing firms. Research Policy, 30(7), 1079-1090. google scholar
  88. Vernon, R. (1966). International trade and international investment in the product cycle. Quarterly journal of economics, 80(2), 190-207. google scholar
  89. Vu, K. M. (2013). Information and communication technology (ICT) and Singapore’s economic growth. Information Economics and Policy, 25 (4), 284-300. google scholar
  90. Yeldan, E. (2010). İktisadi büyüme ve bölüşüm teorileri. Efil Yayınevi, Ankara. google scholar
  91. Zachariadis, M. (2004). R&D-induced Growth in the OECD?. Review of Development Economics, 8(3), 423-439. google scholar