Araştırma Makalesi
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CAUSALITY BETWEEN R&D EXPENSES AND PROFITABILITY & GROWTH: AN EXAMINATION ON BIST

Yıl 2021, Cilt: 14 Sayı: 3, 1193 - 1229, 01.11.2021
https://doi.org/10.29067/muvu.928283

Öz

In this study, two-way relationships between R&D expenses of enterprises and their business performance in terms of profitability and growth and reciprocal effects are examined. For this purpose, accounting-based panel data of firms quoted on Borsa Istanbul and having incessantly R&D expenses between 2005-2019 are used. Dumitrescu and Hurlin Heterogeneous Causality Test is performed for panel vector autoregressive (PVAR) models.
According to the results of the study, Granger causality from R&D Intensity to assets growth is detected, and close to the expectations, the positive relationship usually stands out in the firm-based analysis. Moreover, Granger causality from R&D Intensity to return on assets is identified, but contrary to the expectations, the relationship is predominantly negative according to firm-based examination. In addition, Granger causality from R&D Intensity to return on equity, to return on sales and to equity growth are ascertained. On the other hand, Granger causality from equity growth and return on sales to R&D Intensity are identified.

Kaynakça

  • Aggelopoulos, E., Eriotis, N., Georgopoulos, A. ve Tsamis, A. (2016). R&D activity and operating performance of small and medium-sized enterprises (SMEs): The case of a small open economy. Journal of Accounting and Taxation, 8(4), 40–50. doi:10.5897/jat2016.0233
  • Alper, D. ve Aydoğan, E. (2016). Relationships between R&D and corporate performance: An empirical analysis in Istanbul Stock Exchange. Paradoks Ekonomi, Sosyoloji ve Politika Dergisi, 11(2), 96–114.
  • Anagnostopoulou, S. C. ve Levis, M. (2008). R&D and performance persistence: Evidence from the United Kingdom. International Journal of Accounting, 43(3), 293–320. doi:10.1016/j.intacc.2008.06.004
  • Ayaydın, H. ve Karaaslan, İ. (2014). The effect of research and development investment and desorptive capacity on firm performance. Bilgi Ekonomisi ve Yönetimi Dergisi, IX(II), 43–59.
  • Baltacı, N., Ayaydın, H. ve Karakaya, A. (2017). Research, development, and firm growth: Evidence from Turkey. IV. International Balkan and Near Eastern Social Sciences Congress Series içinde (ss. 287–297).
  • Bogliacino, F. ve Pianta, M. (2013). Profits, R&D, and innovation-a model and a test. Industrial and Corporate Change, 22(3), 649–678. doi:10.1093/icc/dts028
  • Borsa İstanbul. (2020). Mali Tablolar Arşiv (2009 ve öncesi). https://www.borsaistanbul.com/tr/sayfa/476/mali-tablolar-arsiv-2009-ve-oncesi adresinden erişildi.
  • Branch, B. (1974). Research and development activity and profitability: A distributed lag analysis. Journal of Political Economy, 82(5), 999–1011.
  • Chen, T. chun, Guo, D. Q., Chen, H. M. ve Wei, T. ti. (2019). Effects of R&D intensity on firm performance in Taiwan’s semiconductor industry. Economic Research-Ekonomska Istraživanja, 32(1), 2377–2392. doi:10.1080/1331677X.2019.1642776
  • Coad, A. ve Grassano, N. (2018). Firm growth and R & D investment: SVAR evidence from the world’s top R&D investors. Industry and Innovation, 26(5), 508–533. doi:10.1080/13662716.2018.1459295
  • Coad, A. ve Rao, R. (2010). Firm growth and R&D expenditure. Economics of Innovation and New Technology, 19(2), 127–145. doi:10.1080/10438590802472531
  • Coad, A., Segarra, A. ve Teruel, M. (2016). Innovation and firm growth: Does firm age play a role? Research Policy, 45(2), 387–400. doi:10.1016/j.respol.2015.10.015
  • Del Monte, A. ve Papagni, E. (2003). R&D and the growth of firms: Empirical analysis of a panel of Italian firms. Research Policy, 32(6), 1003–1014. doi:10.1016/S0048-7333(02)00107-5
  • Demirel, P. ve Mazzucato, M. (2012). Innovation and firm growth: Is R&D worth it? Industry and Innovation, 19(1), 45–62. doi:10.1080/13662716.2012.649057
  • Demirgüneş, K. ve Üçler, G. (2016). Ar-Ge yatırımları ve büyüme: İmalat sektörü üzerine ampirik bir çalışma. İstanbul Üniversitesi İşletme Fakültesi Dergisi, 45(1), 53–64.
  • Deschryvere, M. (2014). R&D, firm growth and the role of innovation persistence: An analysis of Finnish SMEs and large firms. Small Business Economics, 43(4), 767–785. doi:10.1007/s11187-014-9559-3
  • 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
  • Eberhardt, M. (2011). xtmg -- Estimating panel time series models with heterogeneous slopes. Boston College. https://fmwww.bc.edu/RePEc/bocode/x/xtmg.html adresinden erişildi.
  • Elmas, B. ve Polat, M. (2016). BIST kurumsal yönetim endeksine kayıtlı imalat firmaları özelinde Ar-Ge yatırımlarının firma performanına etkisinin araştırılması. Pressacademia Procedia, Global Business Research Congress (GBRC - 2016) içinde (C. 2, ss. 648–663). doi:10.17261/pressacademia.2016118687
  • Falk, M. (2012). Quantile estimates of the impact of R&D intensity on firm performance. Small Business Economics, 39(1), 19–37. doi:10.1007/s11187-010-9290-7
  • García-Manjón, J. V. ve Romero-Merino, M. E. (2012). Research, development, and firm growth. Empirical evidence from European top R&D spending firms. Research Policy, 41(6), 1084–1092. doi:10.1016/j.respol.2012.03.017
  • Grabowski, H. ve Vernon, J. (2000). The determinants of pharmaceutical research and development investments. Journal of Evolutionary Economics, (10), 201–215. doi:10.1515/1538-0645.1511
  • Güriş, B. (2015). Panel Vektör Otoregresif Modeller ve Panel Nedensellik. S. Güriş (Ed.), Stata ile Panel Veri Modelleri içinde (1. bs., ss. 291–304). İstanbul: Der Yayınları.
  • Güzen, H. D. ve Başar, B. (2019). Ar-Ge harcamalarının raporlanması ve kârlılığa etki̇si̇: BİST sınai̇ endeksi işletmeleri̇ üzerine bir araştırma. Anadolu Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, 20(2), 1–24.
  • Han, I. ve Chuang, C.-M. (2011). The impacts of R&D investment on company performance: US vs. Taiwanese technology-intensive industry. Review of Pacific Basin Financial Markets and Policies, 14(1), 171–194. doi:10.1142/S0219091511002184
  • Işık, N., Engeloğlu, Ö. ve Kılınç, E. C. (2016). Araştırma ve geliştirme harcamalarının, kârlılık ve satışlar üzerindeki etkisi: Borsa İstanbul firmaları üzerine bir uygulama. Erciyes Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, (47), 27–46.
  • Jaisinghani, D. (2016). Impact of R&D on profitability in the pharma sector: an empirical study from India. Journal of Asia Business Studies, 10(2), 194–210. doi:10.1108/JABS-03-2015-0031
  • Kamuyu Aydınlatma Platformu. (2020). Finansal Tablolar. www.kap.org.tr adresinden erişildi.
  • Lee, M. ve Choi, M. (2015). Analysis on time-lag effect of research and development investment in the pharmaceutical industry in Korea. Osong Public Health and Research Perspectives, 6(4), 241–248. doi:10.1016/j.phrp.2015.07.001
  • Lee, M. H. ve Hwang, I. J. (2003). Determinants of corporate R&D investment: An empirical study comparing Korea’s IT industry with its non-IT industry. ETRI Journal, 25(4), 258–265. doi:10.4218/etrij.03.0101.0401
  • Lin, Z., Ge, C. ve Goh, K. Y. (2011). R&D investment and firm performance in IT companies: An empirical investigation across IT industry sectors. PACIS 2011 - 15th Pacific Asia Conference on Information Systems: Quality Research in Pacific içinde (ss. 1–15).
  • Lopez, L. ve Weber, S. (2017). Testing for Granger causality in panel data. The Stata Journal, 17(4), 972–984. Morbey, G. K. (1988). R&D: Its relationship to company performance. Journal of Product Innovation Management, (5), 191–200.
  • Morbey, G. K. ve Reithner, R. M. (1990). How R&D affects sales growth, productivity and profitability. Research-Technology Management, 33(3), 11–14. doi:10.1080/08956308.1990.11670656
  • Nunes, P. M., Serrasqueiro, Z. ve Leitão, J. (2012). Is there a linear relationship between R&D intensity and growth? Empirical evidence of non-high-tech vs. high-tech SMEs. Research Policy, 41(1), 36–53. doi:10.1016/j.respol.2011.08.011
  • OECD. (2015). Frascati Manual 2015: Guidelines for Collecting and Reporting Data on Research and Experimental Development (7. bs.). Paris: OECD Publishing. doi:http://dx.doi.org/10.1787/9789264239012-en
  • OECD. (2020). Main Science and Technology Indicators (MSTI) database. 15 Eylül 2020 tarihinde https://stats.oecd.org/Index.aspx?DataSetCode=MSTI_PUB adresinden erişildi.
  • Oliveira, B. ve Fortunato, A. (2017). Firm growth and R&D: Evidence from the Portuguese manufacturing industry. Journal of Evolutionary Economics, 27(3), 613–627. doi:10.1007/s00191-016-0487-z
  • Othman, R. ve Ameer, R. (2009). Determinants and persistence of research and development investments: Evidence from Malaysia. International Journal of Emerging Markets, 4(3), 275–292. doi:10.1108/17468800910968427
  • Pantagakis, E., Terzakis, D. ve Arvanitis, S. (2012). R&D investments and firm performance: An empirical investigation of the high technology sector (software and hardware) in the E.U. SSRN Electronic Journal. doi:10.2139/ssrn.2178919
  • Seçilmiş, N. (2012). Yeni ekonomi çerçevesinde yapılan Ar-Ge faaliyetlerinin büyümeye katkısı: Gaziantep örneği. Gaziantep Üniversitesi. Yayımlanmamış Doktora Tezi.
  • Simanjuntak, D. G. ve Tjandrawinata, R. R. (2011). Impact of profitability, R&D intensity, and cash flow on R&D expenditure in pharmaceutical companies. SSRN Electronic Journal, (April 2011). doi:10.2139/ssrn.1824267
  • Sougiannis, T. (1994). The accounting based valuation of corporate R&D. The Accounting Review, 69(1), 44–68.
  • Tatoğlu, F. Y. (2013). İleri Panel Veri Analizi: Stata Uygulamalı (2. bs.). İstanbul: Beta Yayıncılık.
  • Tatoğlu, F. Y. (2017). Panel Zaman Serileri Analizi: Stata Uygulamalı (1. bs.). İstanbul: Beta Yayıncılık.
  • UNESCO. (2020). Global Investments in R&D. http://uis.unesco.org/sites/default/files/documents/fs59-global-investments-rd-2020-en.pdf adresinden erişildi.
  • Vithessonthi, C. ve Racela, O. C. (2016). Short- and long-run effects of internationalization and R&D intensity on firm performance. Journal of Multinational Financial Management, (34), 28–45. doi:10.1016/j.mulfin.2015.12.001
  • Wang, C. H. (2011). Clarifying the effects of R&D on performance: Evidence from the high technology industries. Asia Pacific Management Review, 16(1), 51–64. doi:10.6126/APMR.2011.16.1.04
  • Yang, K. P., Chiao, Y. C. ve Kuo, C. C. (2010). The relationship between R&D investment and firm profitability under a three-stage sigmoid curve model: Evidence from an emerging economy. IEEE Transactions on Engineering Management, 57(1), 103–117. doi:10.1109/TEM.2009.2023452

AR-GE GİDERLERİ İLE KÂRLILIK VE BÜYÜME ARASINDA NEDENSELLİK İLİŞKİSİ: BIST ÜZERİNE BİR İNCELEME

Yıl 2021, Cilt: 14 Sayı: 3, 1193 - 1229, 01.11.2021
https://doi.org/10.29067/muvu.928283

Öz

Bu çalışmada işletmelerin Ar-Ge giderleri ile kârlılık ve büyüme performansları arasındaki iki yönlü ilişkiler ve karşılıklı etkiler incelenmiştir. Bu amaçla, hisse senetleri Borsa İstanbul’da işlem gören, 2005-2019 yılları arasında aralıksız Ar-Ge giderleri bulunan işletmelerin muhasebe temelli panel verileri kullanılmıştır. Panel vektör otoregresif (PVAR) modeller ile Dumitrescu ve Hurlin Heterojen Nedensellik Testi gerçekleştirilmiştir. Çalışma sonucunda, Ar-Ge yoğunluğundan aktiflerde büyümeye doğru bir Granger nedensellik ilişkisi bulunduğu ve işletme bazlı incelemede beklentiye yakın şekilde çoğunlukla pozitif ilişkinin öne çıktığı görülmüştür. Buna ilaveten, Ar-Ge yoğunluğundan aktif kârlılık oranına doğru Granger nedensellik ilişkisi bulunduğu, ancak işletme bazlı incelemeye göre beklentinin aksine ağırlıklı olarak negatif ilişkinin öne çıktığı tespit edilmiştir. Ayrıca Ar-Ge yoğunluğundan özsermaye kârlılık oranına doğru, satışların kârlılık oranına doğru ve özsermayede büyümeye doğru Granger nedensellik ilişkisi bulunmuştur. Diğer yandan, özsermayede büyümeden ve satışların kârlılık oranından Ar-Ge yoğunluğuna doğru Granger nedensellik ilişkisinin bulunduğu tespit edilmiştir.

Kaynakça

  • Aggelopoulos, E., Eriotis, N., Georgopoulos, A. ve Tsamis, A. (2016). R&D activity and operating performance of small and medium-sized enterprises (SMEs): The case of a small open economy. Journal of Accounting and Taxation, 8(4), 40–50. doi:10.5897/jat2016.0233
  • Alper, D. ve Aydoğan, E. (2016). Relationships between R&D and corporate performance: An empirical analysis in Istanbul Stock Exchange. Paradoks Ekonomi, Sosyoloji ve Politika Dergisi, 11(2), 96–114.
  • Anagnostopoulou, S. C. ve Levis, M. (2008). R&D and performance persistence: Evidence from the United Kingdom. International Journal of Accounting, 43(3), 293–320. doi:10.1016/j.intacc.2008.06.004
  • Ayaydın, H. ve Karaaslan, İ. (2014). The effect of research and development investment and desorptive capacity on firm performance. Bilgi Ekonomisi ve Yönetimi Dergisi, IX(II), 43–59.
  • Baltacı, N., Ayaydın, H. ve Karakaya, A. (2017). Research, development, and firm growth: Evidence from Turkey. IV. International Balkan and Near Eastern Social Sciences Congress Series içinde (ss. 287–297).
  • Bogliacino, F. ve Pianta, M. (2013). Profits, R&D, and innovation-a model and a test. Industrial and Corporate Change, 22(3), 649–678. doi:10.1093/icc/dts028
  • Borsa İstanbul. (2020). Mali Tablolar Arşiv (2009 ve öncesi). https://www.borsaistanbul.com/tr/sayfa/476/mali-tablolar-arsiv-2009-ve-oncesi adresinden erişildi.
  • Branch, B. (1974). Research and development activity and profitability: A distributed lag analysis. Journal of Political Economy, 82(5), 999–1011.
  • Chen, T. chun, Guo, D. Q., Chen, H. M. ve Wei, T. ti. (2019). Effects of R&D intensity on firm performance in Taiwan’s semiconductor industry. Economic Research-Ekonomska Istraživanja, 32(1), 2377–2392. doi:10.1080/1331677X.2019.1642776
  • Coad, A. ve Grassano, N. (2018). Firm growth and R & D investment: SVAR evidence from the world’s top R&D investors. Industry and Innovation, 26(5), 508–533. doi:10.1080/13662716.2018.1459295
  • Coad, A. ve Rao, R. (2010). Firm growth and R&D expenditure. Economics of Innovation and New Technology, 19(2), 127–145. doi:10.1080/10438590802472531
  • Coad, A., Segarra, A. ve Teruel, M. (2016). Innovation and firm growth: Does firm age play a role? Research Policy, 45(2), 387–400. doi:10.1016/j.respol.2015.10.015
  • Del Monte, A. ve Papagni, E. (2003). R&D and the growth of firms: Empirical analysis of a panel of Italian firms. Research Policy, 32(6), 1003–1014. doi:10.1016/S0048-7333(02)00107-5
  • Demirel, P. ve Mazzucato, M. (2012). Innovation and firm growth: Is R&D worth it? Industry and Innovation, 19(1), 45–62. doi:10.1080/13662716.2012.649057
  • Demirgüneş, K. ve Üçler, G. (2016). Ar-Ge yatırımları ve büyüme: İmalat sektörü üzerine ampirik bir çalışma. İstanbul Üniversitesi İşletme Fakültesi Dergisi, 45(1), 53–64.
  • Deschryvere, M. (2014). R&D, firm growth and the role of innovation persistence: An analysis of Finnish SMEs and large firms. Small Business Economics, 43(4), 767–785. doi:10.1007/s11187-014-9559-3
  • 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
  • Eberhardt, M. (2011). xtmg -- Estimating panel time series models with heterogeneous slopes. Boston College. https://fmwww.bc.edu/RePEc/bocode/x/xtmg.html adresinden erişildi.
  • Elmas, B. ve Polat, M. (2016). BIST kurumsal yönetim endeksine kayıtlı imalat firmaları özelinde Ar-Ge yatırımlarının firma performanına etkisinin araştırılması. Pressacademia Procedia, Global Business Research Congress (GBRC - 2016) içinde (C. 2, ss. 648–663). doi:10.17261/pressacademia.2016118687
  • Falk, M. (2012). Quantile estimates of the impact of R&D intensity on firm performance. Small Business Economics, 39(1), 19–37. doi:10.1007/s11187-010-9290-7
  • García-Manjón, J. V. ve Romero-Merino, M. E. (2012). Research, development, and firm growth. Empirical evidence from European top R&D spending firms. Research Policy, 41(6), 1084–1092. doi:10.1016/j.respol.2012.03.017
  • Grabowski, H. ve Vernon, J. (2000). The determinants of pharmaceutical research and development investments. Journal of Evolutionary Economics, (10), 201–215. doi:10.1515/1538-0645.1511
  • Güriş, B. (2015). Panel Vektör Otoregresif Modeller ve Panel Nedensellik. S. Güriş (Ed.), Stata ile Panel Veri Modelleri içinde (1. bs., ss. 291–304). İstanbul: Der Yayınları.
  • Güzen, H. D. ve Başar, B. (2019). Ar-Ge harcamalarının raporlanması ve kârlılığa etki̇si̇: BİST sınai̇ endeksi işletmeleri̇ üzerine bir araştırma. Anadolu Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, 20(2), 1–24.
  • Han, I. ve Chuang, C.-M. (2011). The impacts of R&D investment on company performance: US vs. Taiwanese technology-intensive industry. Review of Pacific Basin Financial Markets and Policies, 14(1), 171–194. doi:10.1142/S0219091511002184
  • Işık, N., Engeloğlu, Ö. ve Kılınç, E. C. (2016). Araştırma ve geliştirme harcamalarının, kârlılık ve satışlar üzerindeki etkisi: Borsa İstanbul firmaları üzerine bir uygulama. Erciyes Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, (47), 27–46.
  • Jaisinghani, D. (2016). Impact of R&D on profitability in the pharma sector: an empirical study from India. Journal of Asia Business Studies, 10(2), 194–210. doi:10.1108/JABS-03-2015-0031
  • Kamuyu Aydınlatma Platformu. (2020). Finansal Tablolar. www.kap.org.tr adresinden erişildi.
  • Lee, M. ve Choi, M. (2015). Analysis on time-lag effect of research and development investment in the pharmaceutical industry in Korea. Osong Public Health and Research Perspectives, 6(4), 241–248. doi:10.1016/j.phrp.2015.07.001
  • Lee, M. H. ve Hwang, I. J. (2003). Determinants of corporate R&D investment: An empirical study comparing Korea’s IT industry with its non-IT industry. ETRI Journal, 25(4), 258–265. doi:10.4218/etrij.03.0101.0401
  • Lin, Z., Ge, C. ve Goh, K. Y. (2011). R&D investment and firm performance in IT companies: An empirical investigation across IT industry sectors. PACIS 2011 - 15th Pacific Asia Conference on Information Systems: Quality Research in Pacific içinde (ss. 1–15).
  • Lopez, L. ve Weber, S. (2017). Testing for Granger causality in panel data. The Stata Journal, 17(4), 972–984. Morbey, G. K. (1988). R&D: Its relationship to company performance. Journal of Product Innovation Management, (5), 191–200.
  • Morbey, G. K. ve Reithner, R. M. (1990). How R&D affects sales growth, productivity and profitability. Research-Technology Management, 33(3), 11–14. doi:10.1080/08956308.1990.11670656
  • Nunes, P. M., Serrasqueiro, Z. ve Leitão, J. (2012). Is there a linear relationship between R&D intensity and growth? Empirical evidence of non-high-tech vs. high-tech SMEs. Research Policy, 41(1), 36–53. doi:10.1016/j.respol.2011.08.011
  • OECD. (2015). Frascati Manual 2015: Guidelines for Collecting and Reporting Data on Research and Experimental Development (7. bs.). Paris: OECD Publishing. doi:http://dx.doi.org/10.1787/9789264239012-en
  • OECD. (2020). Main Science and Technology Indicators (MSTI) database. 15 Eylül 2020 tarihinde https://stats.oecd.org/Index.aspx?DataSetCode=MSTI_PUB adresinden erişildi.
  • Oliveira, B. ve Fortunato, A. (2017). Firm growth and R&D: Evidence from the Portuguese manufacturing industry. Journal of Evolutionary Economics, 27(3), 613–627. doi:10.1007/s00191-016-0487-z
  • Othman, R. ve Ameer, R. (2009). Determinants and persistence of research and development investments: Evidence from Malaysia. International Journal of Emerging Markets, 4(3), 275–292. doi:10.1108/17468800910968427
  • Pantagakis, E., Terzakis, D. ve Arvanitis, S. (2012). R&D investments and firm performance: An empirical investigation of the high technology sector (software and hardware) in the E.U. SSRN Electronic Journal. doi:10.2139/ssrn.2178919
  • Seçilmiş, N. (2012). Yeni ekonomi çerçevesinde yapılan Ar-Ge faaliyetlerinin büyümeye katkısı: Gaziantep örneği. Gaziantep Üniversitesi. Yayımlanmamış Doktora Tezi.
  • Simanjuntak, D. G. ve Tjandrawinata, R. R. (2011). Impact of profitability, R&D intensity, and cash flow on R&D expenditure in pharmaceutical companies. SSRN Electronic Journal, (April 2011). doi:10.2139/ssrn.1824267
  • Sougiannis, T. (1994). The accounting based valuation of corporate R&D. The Accounting Review, 69(1), 44–68.
  • Tatoğlu, F. Y. (2013). İleri Panel Veri Analizi: Stata Uygulamalı (2. bs.). İstanbul: Beta Yayıncılık.
  • Tatoğlu, F. Y. (2017). Panel Zaman Serileri Analizi: Stata Uygulamalı (1. bs.). İstanbul: Beta Yayıncılık.
  • UNESCO. (2020). Global Investments in R&D. http://uis.unesco.org/sites/default/files/documents/fs59-global-investments-rd-2020-en.pdf adresinden erişildi.
  • Vithessonthi, C. ve Racela, O. C. (2016). Short- and long-run effects of internationalization and R&D intensity on firm performance. Journal of Multinational Financial Management, (34), 28–45. doi:10.1016/j.mulfin.2015.12.001
  • Wang, C. H. (2011). Clarifying the effects of R&D on performance: Evidence from the high technology industries. Asia Pacific Management Review, 16(1), 51–64. doi:10.6126/APMR.2011.16.1.04
  • Yang, K. P., Chiao, Y. C. ve Kuo, C. C. (2010). The relationship between R&D investment and firm profitability under a three-stage sigmoid curve model: Evidence from an emerging economy. IEEE Transactions on Engineering Management, 57(1), 103–117. doi:10.1109/TEM.2009.2023452
Toplam 48 adet kaynakça vardır.

Ayrıntılar

Birincil Dil Türkçe
Konular İşletme
Bölüm Sayı
Yazarlar

Mehmet Dikici 0000-0001-9140-6978

Kadir Gürdal 0000-0001-8142-7775

Yayımlanma Tarihi 1 Kasım 2021
Gönderilme Tarihi 26 Nisan 2021
Kabul Tarihi 7 Haziran 2021
Yayımlandığı Sayı Yıl 2021 Cilt: 14 Sayı: 3

Kaynak Göster

APA Dikici, M., & Gürdal, K. (2021). AR-GE GİDERLERİ İLE KÂRLILIK VE BÜYÜME ARASINDA NEDENSELLİK İLİŞKİSİ: BIST ÜZERİNE BİR İNCELEME. Journal of Accounting and Taxation Studies, 14(3), 1193-1229. https://doi.org/10.29067/muvu.928283

Creative Commons Lisansı

Bu eser Creative Commons Atıf-GayriTicari 4.0 Uluslararası Lisansı ile lisanslanmıştır.

Bu lisans, üçüncü kişilerin ticari olmayan amaçla eserinizden yararlanmasına, farklı bir sürüm oluşturmasına, geliştirmesine ya da eserinizin üzerine inşa ederek kendi eserlerini oluşturmasına izin verir. Ancak üçüncü kişilerin bu eserleri gayri-ticari olmak zorundadır ve üçüncü kişiler Dergimizde yayımlanan makalelerin yazarlarına atıfta bulunmak zorundadır.  

                                                                                                                                                           
Makale göndermek için https://dergipark.org.tr/tr/journal/591/submission/step/manuscript/new