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The Relationship among R&D, Innovation and Productivity in Türkiye

Year 2024, Volume: 26 Issue: 3, 1073 - 1094
https://doi.org/10.26745/ahbvuibfd.1542168

Abstract

Productivity is crucial for both firms which is technology-leader and firms with a technology gap. Productivity, an essential factor for firms, is influenced by numerous factors. These factors are often R&D activities, knowledge capital and innovation investments. To obtain innovation output, it is necessary to invest in R&D and knowledge capital. However, in order for knowledge and innovation investments to turn into added value, they must have an impact on productivity. In the literature it is possible to face with many studies examining the effects of R&D and innovation investments on productivity for developed countries. However for developing countires, they were not found productivity effects or found weak productivity effects. Depend on this motivation, this study analyzes the impact of R&D and innovation activities on firm productivity for Turkiye using the World Bank's Turkiye 2019 Enterprise Survey Data Set. To avoid the problems of selection bias, simultaneity and endogeneity that occur due to the nature of the variables, the CDM model developed by Crepon et al. (1998) was used and the innovation and productivity equations suggested by Griffith et al. (2006) were solved sequentially. According to main findings, it has been concluded that the R&D and innovation activities of firms operating in Türkiye cannot have an impact on firm productivity. This has been interpreted as the technology level of the Turkish firms is low, and the growth still continues to be based on capital, not information technology, and therefore it has not yet reached the innovation-based growth process.

References

  • Acemoglu, D., Aghion, P. ve Zilibotti, F. (2006). Distance to frontier, selection, and economic growth. Journal of the European Economic association, 4(1), 37- 74.
  • Albeni, M. ve Doğan, B. (2015). Türk İmalat Sanayisinde Yenilikçi Faaliyetlerin Firma Performansına Etkisi. Akdeniz İİBF Dergisi, 15(31), 25-44.
  • Aldieri, L., Carlucci, F., Vinci, C. P. ve Yigitcanlar, T. (2019). Environmental innovation, knowledge spillovers and policy implications: A systematic review of the economic effects literature. Journal of Cleaner Production, 239, 118051.
  • Ar, I. M. ve Baki, B. (2011). Antecedents and performance impacts of product versus process innovation. European Journal of Innovation Management.
  • Arendt, L. ve Grabowski, W. (2017). Innovations, ICT and ICT‐ driven labour productivity in Poland: A firm level approach. Economics of Transition, 25(4), 723-758.
  • Bacanlı, S. (2014). Research, innovation and labour productivity in Turkey. Sabancı Üniversitesi, Doktora Tezi, İstanbul.
  • Baum, C., Lööf, H. ve Nabavi, P. (2019). Innovation Strategies, External Knowledge and Productivity Growth 26/3. Industry and Innovation, 348-367.
  • Bell, M., & Pavitt, K. (1993). Technological accumulation and industrial growth: contrasts between developed and developing countries. Industrial and corporate change, 2(2), 157-210.
  • Cirera, X. (2015). Catching Up To The Technological Frontier?. World Bank Group, 94671, 1-57.
  • Crepon, B., Duguet, E. ve Mairesse, J. (1998) Research, Innovation and Productivity: An Econometric Analysis at the Firm Level. Economics of Innovation and New Technology, 7, 115-158.
  • Crespi, G. ve Zuniga, P. (2012). Innovation and productivity: evidence from six Latin American countries. World development, 40(2), 273-290.
  • Çetin, A. K. (2020). Doğrudan Yabancı Yatırımlar ve Bilgi-Teknoloji Transferi: Türkiye Deneyimi. Gönül Muratoğlu (Ed.), Ekonomik ve Teknolojik Değişim Sürecinde İnovasyon, s 379-416, Gazi Kitapevi, Ankara.
  • Dayar, E. ve Pamukçu, M. T. (2014). Impact of R&D activities of firms on productivity. Findings from an econometric study of the Turkish manufacturing sector. STPS-Science and Technology Policy Studies Center, Middle East Technical University.
  • Fikirli, Ö. ve Çetin, A.K. (2015). Ar-Ge sermaye birikiminin toplam faktör verimliliğine etkisi: Türkiye örneği. Girişimcilik ve İnovasyon Yönetimi Dergisi, 4(2), 147-166.
  • Goedhuys, M., Janz, N. ve Mohnen, P. (2008). What drives productivity in Tanzanian manufacturing firms: technology or business environment?. The European Journal of Development Research, 20(2), 199-218.
  • Goya, E., Vayá, E., & Suriñach, J. (2012). Do intra-and inter-industry spillovers matter? CDM model estimates for Spain. Xvı Encuentro De Economía Aplıcada Granada, 6-7.
  • Griffith, R., Huergo, E., Mairesse, J. ve Peters, B. (2006). Innovation and productivity across four European countries, Oxford Review of Economic Policy, 22, 483-498.
  • Grilliches, Z. (1986) Productivity, R&D, and Basic Research at the Firm Level in the 1970’s, American Economic Review, 76, 141-154.
  • Hall, R. E., ve Jones, C. I. (1999). Why do some countries produce so much more output per worker than others?. The quarterly journal of economics, 114(1), 83-116.
  • Hall, B.H. (2011). “Innovation and productivity”. Nordic Economic Policy Review, 2, pp.167-204.
  • Hall, B. H., Lotti, F. ve Mairesse, J. (2013). Evidence on the impact of R&D and ICT investments on innovation and productivity in Italian firms. Economics of Innovation and New Technology, 22(3), 300-328.
  • Hashi, I. ve Stojčić, N. (2013). The impact of innovation activities on firm performance using a multi-stage model: Evidence from the Community Innovation Survey 4. Research Policy, 42(2), 353-366.
  • Janz, N., Lööf, H. ve Peters, B. (2003). Firm level innovation and productivity-is there a common story across countries?. Centre for European Economic Research, Discussion, No. 03-26.
  • Lööf, H. ve Heshmati, A. (2002). Knowledge Capital and Performance Heterogeneity: A firm-level İnnovation Study. International Journal of Production Economics 76 3/1, 61-85.
  • Lööf, H., Peters, B. ve Janz, N. (2004). İnnovation and Productivity in German and Swedish Manufacturing Firms: Is there a cammon story? Problems & Perspectives in Management 2, 184-204.
  • Mairesse, J. ve Mohnen, P. (2003). R&D and productivity: a reexamination in light of the innovation surveys. In DRUID Summer Conference, s 12-14.
  • Mairesse, J. ve Mohnen, P. (2010). Using innovation surveys for econometric analysis. In Handbook of the Economics of Innovation. Cilt 2, s 1129-1155.
  • Martin, L. ve Nguyen-Thi, T. U. (2015). The relationship between innovation and productivity based on R&D and ICT use. Revue économique, 66(6), 1105- 1130.
  • Masso, J. ve Vahter, P. (2012). The link between innovation and productivity in Estonia’s services sector. The Service Industries Journal, 32(16), 2527- 2541.
  • Mohnen, P. (2019). R&D, Innovation and productivity. The Palgrave Handbook of Economic Performance Analysis, 97-122.
  • Mohnen, P. ve Hall, B. H. (2013). Innovation and productivity: An update. Eurasian Business Review, 3(1), 47-65.
  • Öztürk, E. ve Zeren, F. (2015). The impact of r&d expenditure on firm performance in manufacturing industry: further evidence from Turkey. International Journal of Economics and Research, 6(2), 32-36.
  • Pakes, A. ve Griliches, Z. (1980). Patents and R&D at the firm level: A first report. Economics letters, 5(4), 377-381.
  • Ramadani, V., Hisrich, R. D., Abazi-Alili, H., Dana, L. P., Panthi, L. ve Abazi- Bexheti, L. (2019). Product innovation and firm performance in transition economies: A multi-stage estimation approach. Technological Forecasting and Social Change, 140, 271-280.
  • Romer, P. M. (1989). Increasing returns and new developments in the theory of growth. NBER workıng paper 3098 ,DOI 10.3386/w3098
  • Rouvinen, P. (2002). R&D—productivity dynamics: causality, lags, and ‘dry holes’. Journal of Applied Economics, 5(1), 123-156.
  • Süt, E. ve Çetin, A.K. (2018). İnovasyon Göstergesi Olarak İnovasyon Endeksleri. Uluslararası Turizm, Ekonomi ve İşletme Bilimleri Dergisi (IJTEBS) E-ISSN: 2602-4411, 2(2), 299-309.
  • Ülkü, H. ve Pamukcu, M. T. (2015). The impact of R&D and knowledge diffusion on the productivity of manufacturing firms in Turkey. Journal of Productivity Analysis, 44(1), 79-95.
  • Yavuz, Ç. (2010). İşletmelerde inovasyon-performans ilişkisinin incelenmesine dönük bir çalışma. Girişimcilik ve Kalkınma Dergisi , (5:2).
  • Yılmaz, R. ve Yıldırım, J. (2013). The impact of research and development expenditures on the growth of Turkish manufacturing industry. In Industrial Dynamics, Innovation Policy, and Economic Growth through Technological Advancements, s. 278-291.
  • Waheed, A. (2011). Innovation and firm-level productivity: econometric evidence from Bangladesh and Pakistan. Maastricht Economic and social Research Institute on Innovation and Technology, UNU-MERIT
  • Wadho, W. ve Chaudhry, A. (2018). Innovation and firm performance in developing countries: The case of Pakistani textile and apparel manufacturers. Research Policy, 47(7), 1283-1294.

Türkiye'de ArGe İnovasyon ve Verimlilik İlişkisi

Year 2024, Volume: 26 Issue: 3, 1073 - 1094
https://doi.org/10.26745/ahbvuibfd.1542168

Abstract

Verimlilik, gerek teknoloji liderliği yapan firmalar için gerekse teknoloji açığı olan firmalar için büyük öneme sahiptir. Firmalar için büyük önem taşıyan verimliliği etkileyen birçok faktör bulunmaktadır. Bu faktörler sıklıkla Ar-Ge faaliyetleri, bilgi sermayesi ve inovasyon yatırımlarıdır. İnovasyon çıktısı elde etmek için Ar-Ge ve bilgi sermayesine yatırım yapmak gerekmektedir. Bununla birlikte bilgi ve inovasyon yatırımlarının katma değere dönüşebilmesi için verimlilik üzerinde etkili olmalıdır. İlgili literatür incelendiğinde gelişmiş ülkeler için Ar-Ge ve inovasyon yatırımlarının verimlilik üzerindeki etkilerinin birçok çalışmada incelendiği görülmektedir. Buna karşılık bu etki gelişmekte olan ülkelerde ya bulunamamış ya da zayıf etkilerle sınırlı kalmıştır. Bu motivasyondan hareketle söz konusu çalışmada, Dünya Bankası’nın Türkiye 2019 Girişim Anket Veri Seti kullanılarak Ar-Ge ve inovasyon faaliyetlerinin firma verimliliğine etkisinin Türkiye özelinde incelenmesi amaçlanmıştır. Bu tarz çalışmalarda karşılaşılabilen ve değişkenlerin doğası gereği oluşan seçim yanlılığı (selection bias), eşzamanlılık (simultaneity) ve içsellik (endogeneity) sorunundan kaçınmak için Crepon vd. (1998)’nin geliştirdiği CDM modeli kullanılmış ve Griffith vd. (2006)’nin önerdiği inovasyon ve verimlilik denklemleri sıralı olarak tahmin edilmiştir. Elde edilen temel bulgulara göre, Türkiye’de faaliyet gösteren firmaların Ar-Ge faaliyetleriyle inovasyon faaliyetlerinin firma verimliliği üzerinde etkili olamadıkları sonucuna ulaşılmıştır. Bu durum, Türkiye ekonomisinin teknoloji seviyesinin düşük olduğu ve bilgi teknolojisine dayalı değil, sermayeye dayalı büyümesinin devam ettiği ve dolayısıyla Türkiye için inovasyona dayalı büyüme sürecine henüz ulaşılamadığı şeklinde yorumlanabilmektedir.

References

  • Acemoglu, D., Aghion, P. ve Zilibotti, F. (2006). Distance to frontier, selection, and economic growth. Journal of the European Economic association, 4(1), 37- 74.
  • Albeni, M. ve Doğan, B. (2015). Türk İmalat Sanayisinde Yenilikçi Faaliyetlerin Firma Performansına Etkisi. Akdeniz İİBF Dergisi, 15(31), 25-44.
  • Aldieri, L., Carlucci, F., Vinci, C. P. ve Yigitcanlar, T. (2019). Environmental innovation, knowledge spillovers and policy implications: A systematic review of the economic effects literature. Journal of Cleaner Production, 239, 118051.
  • Ar, I. M. ve Baki, B. (2011). Antecedents and performance impacts of product versus process innovation. European Journal of Innovation Management.
  • Arendt, L. ve Grabowski, W. (2017). Innovations, ICT and ICT‐ driven labour productivity in Poland: A firm level approach. Economics of Transition, 25(4), 723-758.
  • Bacanlı, S. (2014). Research, innovation and labour productivity in Turkey. Sabancı Üniversitesi, Doktora Tezi, İstanbul.
  • Baum, C., Lööf, H. ve Nabavi, P. (2019). Innovation Strategies, External Knowledge and Productivity Growth 26/3. Industry and Innovation, 348-367.
  • Bell, M., & Pavitt, K. (1993). Technological accumulation and industrial growth: contrasts between developed and developing countries. Industrial and corporate change, 2(2), 157-210.
  • Cirera, X. (2015). Catching Up To The Technological Frontier?. World Bank Group, 94671, 1-57.
  • Crepon, B., Duguet, E. ve Mairesse, J. (1998) Research, Innovation and Productivity: An Econometric Analysis at the Firm Level. Economics of Innovation and New Technology, 7, 115-158.
  • Crespi, G. ve Zuniga, P. (2012). Innovation and productivity: evidence from six Latin American countries. World development, 40(2), 273-290.
  • Çetin, A. K. (2020). Doğrudan Yabancı Yatırımlar ve Bilgi-Teknoloji Transferi: Türkiye Deneyimi. Gönül Muratoğlu (Ed.), Ekonomik ve Teknolojik Değişim Sürecinde İnovasyon, s 379-416, Gazi Kitapevi, Ankara.
  • Dayar, E. ve Pamukçu, M. T. (2014). Impact of R&D activities of firms on productivity. Findings from an econometric study of the Turkish manufacturing sector. STPS-Science and Technology Policy Studies Center, Middle East Technical University.
  • Fikirli, Ö. ve Çetin, A.K. (2015). Ar-Ge sermaye birikiminin toplam faktör verimliliğine etkisi: Türkiye örneği. Girişimcilik ve İnovasyon Yönetimi Dergisi, 4(2), 147-166.
  • Goedhuys, M., Janz, N. ve Mohnen, P. (2008). What drives productivity in Tanzanian manufacturing firms: technology or business environment?. The European Journal of Development Research, 20(2), 199-218.
  • Goya, E., Vayá, E., & Suriñach, J. (2012). Do intra-and inter-industry spillovers matter? CDM model estimates for Spain. Xvı Encuentro De Economía Aplıcada Granada, 6-7.
  • Griffith, R., Huergo, E., Mairesse, J. ve Peters, B. (2006). Innovation and productivity across four European countries, Oxford Review of Economic Policy, 22, 483-498.
  • Grilliches, Z. (1986) Productivity, R&D, and Basic Research at the Firm Level in the 1970’s, American Economic Review, 76, 141-154.
  • Hall, R. E., ve Jones, C. I. (1999). Why do some countries produce so much more output per worker than others?. The quarterly journal of economics, 114(1), 83-116.
  • Hall, B.H. (2011). “Innovation and productivity”. Nordic Economic Policy Review, 2, pp.167-204.
  • Hall, B. H., Lotti, F. ve Mairesse, J. (2013). Evidence on the impact of R&D and ICT investments on innovation and productivity in Italian firms. Economics of Innovation and New Technology, 22(3), 300-328.
  • Hashi, I. ve Stojčić, N. (2013). The impact of innovation activities on firm performance using a multi-stage model: Evidence from the Community Innovation Survey 4. Research Policy, 42(2), 353-366.
  • Janz, N., Lööf, H. ve Peters, B. (2003). Firm level innovation and productivity-is there a common story across countries?. Centre for European Economic Research, Discussion, No. 03-26.
  • Lööf, H. ve Heshmati, A. (2002). Knowledge Capital and Performance Heterogeneity: A firm-level İnnovation Study. International Journal of Production Economics 76 3/1, 61-85.
  • Lööf, H., Peters, B. ve Janz, N. (2004). İnnovation and Productivity in German and Swedish Manufacturing Firms: Is there a cammon story? Problems & Perspectives in Management 2, 184-204.
  • Mairesse, J. ve Mohnen, P. (2003). R&D and productivity: a reexamination in light of the innovation surveys. In DRUID Summer Conference, s 12-14.
  • Mairesse, J. ve Mohnen, P. (2010). Using innovation surveys for econometric analysis. In Handbook of the Economics of Innovation. Cilt 2, s 1129-1155.
  • Martin, L. ve Nguyen-Thi, T. U. (2015). The relationship between innovation and productivity based on R&D and ICT use. Revue économique, 66(6), 1105- 1130.
  • Masso, J. ve Vahter, P. (2012). The link between innovation and productivity in Estonia’s services sector. The Service Industries Journal, 32(16), 2527- 2541.
  • Mohnen, P. (2019). R&D, Innovation and productivity. The Palgrave Handbook of Economic Performance Analysis, 97-122.
  • Mohnen, P. ve Hall, B. H. (2013). Innovation and productivity: An update. Eurasian Business Review, 3(1), 47-65.
  • Öztürk, E. ve Zeren, F. (2015). The impact of r&d expenditure on firm performance in manufacturing industry: further evidence from Turkey. International Journal of Economics and Research, 6(2), 32-36.
  • Pakes, A. ve Griliches, Z. (1980). Patents and R&D at the firm level: A first report. Economics letters, 5(4), 377-381.
  • Ramadani, V., Hisrich, R. D., Abazi-Alili, H., Dana, L. P., Panthi, L. ve Abazi- Bexheti, L. (2019). Product innovation and firm performance in transition economies: A multi-stage estimation approach. Technological Forecasting and Social Change, 140, 271-280.
  • Romer, P. M. (1989). Increasing returns and new developments in the theory of growth. NBER workıng paper 3098 ,DOI 10.3386/w3098
  • Rouvinen, P. (2002). R&D—productivity dynamics: causality, lags, and ‘dry holes’. Journal of Applied Economics, 5(1), 123-156.
  • Süt, E. ve Çetin, A.K. (2018). İnovasyon Göstergesi Olarak İnovasyon Endeksleri. Uluslararası Turizm, Ekonomi ve İşletme Bilimleri Dergisi (IJTEBS) E-ISSN: 2602-4411, 2(2), 299-309.
  • Ülkü, H. ve Pamukcu, M. T. (2015). The impact of R&D and knowledge diffusion on the productivity of manufacturing firms in Turkey. Journal of Productivity Analysis, 44(1), 79-95.
  • Yavuz, Ç. (2010). İşletmelerde inovasyon-performans ilişkisinin incelenmesine dönük bir çalışma. Girişimcilik ve Kalkınma Dergisi , (5:2).
  • Yılmaz, R. ve Yıldırım, J. (2013). The impact of research and development expenditures on the growth of Turkish manufacturing industry. In Industrial Dynamics, Innovation Policy, and Economic Growth through Technological Advancements, s. 278-291.
  • Waheed, A. (2011). Innovation and firm-level productivity: econometric evidence from Bangladesh and Pakistan. Maastricht Economic and social Research Institute on Innovation and Technology, UNU-MERIT
  • Wadho, W. ve Chaudhry, A. (2018). Innovation and firm performance in developing countries: The case of Pakistani textile and apparel manufacturers. Research Policy, 47(7), 1283-1294.
There are 42 citations in total.

Details

Primary Language Turkish
Subjects Microeconomics (Other)
Journal Section Main Section
Authors

Melis Yalburdak 0000-0002-4554-9254

Ahmet Kibar Çetin 0000-0003-0275-5581

Early Pub Date December 15, 2024
Publication Date
Submission Date September 2, 2024
Acceptance Date November 15, 2024
Published in Issue Year 2024 Volume: 26 Issue: 3

Cite

APA Yalburdak, M., & Çetin, A. K. (2024). Türkiye’de ArGe İnovasyon ve Verimlilik İlişkisi. Ankara Hacı Bayram Veli Üniversitesi İktisadi Ve İdari Bilimler Fakültesi Dergisi, 26(3), 1073-1094. https://doi.org/10.26745/ahbvuibfd.1542168