21 IJIBEC Human Capital Investment : Case of State-Owned Banks and Sharia Banks Maaz Ud Din1, Ana Kadarningsih2, Herry Subagyo3 1Ph.D Scholar University of Swabi, KP-Pakistan 2Ph.D Scholar University of Diponegoro, University of Dian Nuswantoro, Indonesia 3University of Dian Nuswantoro, Indonesia (Correspondent email: ana.kadarningsih@dsn.dinus.ac.id) Abstract The objective of study is to find the influence of company size, human capital investments, and leverage on financial performance. Case studies on State-Owned Banks and State-Owned Sharia Banks in Indonesia for the 2012-2018 period. The number of samples uses in the study were four State-Owned Banks and four State-Owned Sharia Banks in Indonesia. The samples of this study were the financial report that taken from the Indonesia Stock Exchange and the Indonesia Financial Service Authority with period 2012-2018. The analysis method for this research is linear regression methods, test of classic assumption, determinant coefficient, F-test, T-test. The findings show that the size and leverage variables have no significantly effect on financial performance in State-Owned Banks, while the human capital investments have a positive effect and significantly on financial performance. The results also show that human capital and leverage have no impact on financial performance in State-Owned Sharia Banks, but has size have significant effect on financial performance. Human capital investment was most variable that impact financial performance significantly in State-Owned Banks. Otherwise, size was the most significantly variable that effect financial performance in State-Owned Sharia Banks. International Journal of Islamic Business and Economics Available at http://e-journal.iainpekalongan.ac.id/index.php/IJIBEC ISSN 2599-3216 E-ISSN 2615-420X Vol 4 No 1 2020 Keywords: Human Capital Investments, Size, Leverage, Financial Performance DOI https://doi.org/ 10.28918/ijibec.v4i1.1979 JEL: G21, G24, G32, J24 Published : 1 June 2020 mailto:ana.kadarningsih@dsn.dinus.ac.id 22 International Journal of Islamic Business and Economics (IJIBEC), 3(2) December 2019, 21-29 1. Introduction Company performance is a measure of success in managers in company running. Company performances’ information is required by parties with an interest in the company, such as shareholders, creditors, the government, or the public, especially shareholders (Isbanah, 2015). Measuring the company's financial performance from a financial perspective is very valid, but basic driver of financial value is human capital that consist of knowledge, ideas, and innovations (Mayo, 2000). The intellectual capital’s lifeblood is human capital, innovations’ source and improvements’ source, but not easy to measure (Sawarjuwono, 2003). Human capital can be measure with indicators size, human capital investments, and leverage (Scafarto, 2018). Commitment in human capital investment can show great results on capital accumulation so it is often a more efficient choice (Michael Waldman, 2020). Financial performance is very important for companies, especially banking companies. There was four commercial banks and four sharia banks that owned by government in Indonesia. Commercial banks owned by government are BNI (Bank Negara Indonesia), BRI (Bank Rakyat Indonesia), BTN (Bank Tabungan Negara) and Mandiri Bank . Meanwhile, four sharia banks that owned by government are BNI Syariah, BRI Syariah, BTN Syariah and Bank Mandiri Syariah ( www.ojk.go.id, 2018). Data from idx.co.id shown that size and human capital investment of BRI and BTN already increase but there was a decrease in financial performance in 2012-2018. Otherwise, Bank Mandiri experienced an increase in size and human capital investments which was followed by an increase in financial performance in 2012-2018. But the size and human capital can not increase or decrease in financial performance in BNI from 2012-2018. Leverage also increase and was followed by a decrease financial performance in Bank BTN from 2012-2018. Otherwise, the data of sharia bank owned by government found that size of BRI Syariah and BTN Syariah have been increased in 2014, but the financial performance was decrease. The human capital investment of BTN Syariah was an increase in 2017, but the financial performance was decreased. The leverage of Mandiri Syariah was decreasing in 2016, but the financial performance was an increase. A decrease in leverage can affect the amount of assets of a banking company so there are obstacles between the return of bank assets and leverage (Galo Nuno, 2017) Some previous research related this study found human capital investment, size and leverage have effect positively on performance of financial (Scafarto, 2018). The size of the company had impact on financial performance in positively and significantly (Aprianingsih, 2016). The size of the company negatively affected financial performance (Isbanah, 2015). Other research found that company size have no influence on financial performance (Hidayat, 2015). Meanwhile, another study found that company size have positive and significant impact on financial performance (Stephanie Angel Claudia Rompas, 2018). Leverage has a negative impact on financial performance (Isbanah, 2015) ; (Lestari, 2015). Leverage has a significant effect on financial performance (Tampubolon, 2015). Increased leverage as an action in financial innovation can increase equilibrium leverage and reduce the risk of short- term liquidity (Karel Mertens, 2011). Human capital have a significant and positive influence on financial performance (Khasanah, 2016) ; (Nick Bontis & Massimo Ciambotti, 2018). Meanwhile, a finding of study found that human capital investment had no impact on financial performance (Andriana, 2014). Other research also found that human capital investment hadno influence on financial firm (Rompho, 2017). Increase in human capital can increase company productivity (Hongbin Li, 2017). The long-term effect of human capital investment is to improve employee skills, thereby increasing company output (Rudi Rocha, 2017). The findings show that there were a http://www.ojk.go.id/ International Journal of Islamic Business and Economics (IJIBEC), 4(1) June 2020, 21-29 23 positive relationship between human capital and company value. It mean human capital can increase the value of the company (Irina Berzkalne, 2014). Human capital investment can be used as a measure of investment returns, cost factors, and economic added value (Djojo, 2010). First, the objectives of this research is to determine the relation between human capital investment, size, leverage with financial performance of commercial banks that owned by government. Second aim is to find the relationship between human capital investment, size, leverage with financial performance of sharia banks that owned by government. And the last aim is to compare the result of analysis from commercial banks and sharia banks and to identify the most variable that influence on financial performance in commercial banks and sharia banks that owned by government. 2. Research Method The researchs’ population are state-owned commercial banks listed on Indonesia Stock Exchange and state-owned sharia banks listed on Indonesia Financial Service Authority from 2012-2018. The samples in this study is four state-owned banks dan state-owned sharia banks. The sample selection is done using the purposive sampling method with specific criterias such as : 1) Banks have financial reports and complete annual reports from 2012 – 2018; 2) Banks have complete data based on variables; 3) Banks were owned by government or namely state- owned banking. Total samples from the criteria above were 8 bank companies with 224 data. This study using quantitative data in the form of financial annual report of banks in the Indonesia Stock Exchange (BEI) from year 2012 until year 2018. Financial data used include Return On Assets (ROA) as a measure of financial performance, and Human Capital data measured by Size, Human Capital Investments in the form of employee training costs, and leverage. The analysis method for this research is linear regression methods, tests’ classic assumption , determinant coefficient, F-test, T-test. Ghozali (2016) said that T test is used to examine the influence of independent variables on the dependent variable size, human capital investment, and leverage on financial performance. The purpose of this study is to study whether every independent variable significantly impact the dependent variable. The F-test aims to find out whether dependent variables jointly influenced by independent variable (Ghozali, 2016). The first hyphotesis of research is to determine the impact of company size on the financial performance of state-owned l banks and state-owned sharia banks during 2012 - 2018. Return on Assets (ROA) was use to measure dependent variable. The independent variable is size with the formula of the total logarithm value assets. There was research by (Aprianingsih, 2016) with result that company size has a significant and positive effect on financial performance. So the hypotheses developed in first model are : H1a. Size affects financial performance positively and significantly in state-owned banks H1b. Size affects financial performance significantly and positively in state-owned sharia banks The second hyphotesis of research was to determine the effect of human capital investment on the financial performance of state-owned banks and state-owned sharia banks during 2012-2018. ROA as dependent variable and human capital investment (HCI) as independent variable. Alkan et al (2008) argue human capital consists skills and knowledge that earned through variety activities of education such as training, schools, courses. In this research, human resource investment is measured based on the total cost of training 24 International Journal of Islamic Business and Economics (IJIBEC), 3(2) December 2019, 21-29 employees. Research conducted by (Scafarto, 2018) said that Human Capital Investments has a significant and positive impact on financial performance. Based on this research, the hypothesis for second model are : H2a. Human Capital Investments influence financial performance significantly and positively in stated- owned banks. H2b. Human Capital Investments influence financial performance positively and significantly in stated- owned sharia banks. The third hypothesis wants to see the effect of leverage on performance of financial in state-owned banks and state-owned sharia banks. The dependent variable is ROA which is a measurement of financial performance, which is the ratio of net income after tax to total assets. According to (Harahap, 2016) leverage is a ratio that illustrates relationship between a company's debt to capital. Syamsuddin (2009) argue leverage is a ratio that show the relationship of long-term loans provided by creditors with the amount of capital of company owner. While Kasmir (2012: 113) said leverage reflects the relationship between a company's debt to capital. Research by (Tampubolon, 2015) have result leverage has a positive and significant effect on financial performance. Based on this research the hypothesis for third model are : H3a. Leverage has a positive and significant effect on financial performance for state-owned banks H3b. Leverage has a significant and positive impact on financial performance for state-owned sharia banks 3. Results and Discussions Total samples from the specific criterias was 8 bank companies with 224 data from 2012 until 2018. Eight bank companies are BRI, BNI, BTN, Mandiri Bank, BRI Sharia, BNI Syaria, BTN Syaria and Bank Mandiri Sharia. Table 1 show the relation between size, human capital investment (HCI), and leverage with financial performance for state-owned banks as bellows Table 1 Multiple Linear Regression (State-Owned Banks) Coefficientsa Model Unstandardized Coefficients Standardized Coefficients t Sig. Collinearity Statistics B Std. Error Beta Tolerance VIF 1 (Constant) 22.966 15.800 1.454 .162 Size -1.024 .762 -.688 -1.344 .194 .177 8.067 HCI .006 .002 1.064 3.283 .004 .191 5.246 Leverage -.002 .002 -.431 -1.293 .211 .180 5.565 a. Dependent Variable: Financial Performace Table 2 show the relation between size, human capital investment (HCI), and leverage International Journal of Islamic Business and Economics (IJIBEC), 4(1) June 2020, 21-29 25 with financial performance for state-owned sharia banks as belows : Table 2 Multiple Linear Regression (State-Owned Sharia Banks) Coefficientsa Model Unstandardized Coefficients Standardized Coefficients t Sig. Collinearity Statistics B Std. Error Beta Tolerance VIF 1 (Constant ) .008 .007 1.224 .256 Size -1.512 .000 1.053 6.590 .000 .475 8.107 HCI .007 .000 -.156 -.983 .355 .481 5.081 Leverage -.002 .010 -.022 -.194 .851 .958 5.033 a. Dependent Variable: Financial Performace Based on linear regression results between state-owned sharia banks and state-owned banks, results can be made comparisons as seen in table 3 : Table 3 Comparison of Results Between Stated-Owned Banks and Stated-Owned Sharia Banks No. Variables Banks Companies State-Owned Banks State-Owned Sharia Banks 1. Size on Financial Performance Not significant Significant 2. Human Capital Investment on Financial Performance Significant Not Significant 3. Leverage on Financial Performance Not Significant Not Significant Source: processed data This study was found size (Company Size) had no impact on the financial performance of state-owned banks, but size have significant also positive influence on financial performance of state-owned sharia banks. This results seen from the t value of -1.334 while the significance level of 0.194. Significance value greater than 0.05 indicates that the Size variable has a negative and insignificant influence on Financial Performance. This study does not support the first hypothesis (H1a) that "Size has a positive effect on Financial Performance" in Stated-Owned Banks, but support H1b for State-Owned Sharia Banks. The results of state owned banks supported by Yuyun Isbanah's research ( 2015); (Yildiz, Bozkurt, Kalkan, & Ayci, 2013); (Januardin Manullang, 2019) which states that the variable company size has a negative effect on financial performance variables. Meanwhile, the results of state- owned sharia banks supported research by (Terraza, 2015); (Sudaryanti, Sahroni, & Kurniawati, 2018) and (Sugiarto, 2012) that size have positive influence on financial performance. 26 International Journal of Islamic Business and Economics (IJIBEC), 3(2) December 2019, 21-29 The results of this study mean larger company is not necessarily followed by good financial performance. Large or small companies can not be used as a good measure of financial performance. The number of company assets does not necessary to make people believe in the company's performance, so it is not necessary to increase the company's profit. This can be caused by the large size of the company that not supported by good management. Human Capital Investments have significant and positive relationship with financial performance of state-owned banking companies in the 2012-2018. It seen from the t-value of 3.283 while the significance level of 0.004. This study supports the second hypothesis (H2a) for Stated-Owned Banks. Human Capital Investment have no impact on financial performance in Stated-Owned Sharia Bank significance level of 0.355. So H2b was not supported. The findings of this study describe that investment in human resources can make the company's financial performance is good, because human capital investments measured by employee training costs in this study. The result of stated owned banks supported with previous research that said human capital have positive impact on financial performance (Scafarto, 2018); (Ozkan, Cakan, & Kayacan, 2017); (Hamdan, 2018). Otherwise, human capital have no impact on financial performance in stated-owned sharia banks supported by research of (Andriana, 2014) ; (Dominique, 2011); (Cabrilo & Dahms, 2018); (Rompho, 2017). A good investment in human resources will enhance the financial performance of the company. The better training is given to employees, the more capable and competent employees are at their jobs. Improved employee competence will certainly be followed by good performance as well. Investment in human resources can be used as a benchmark for the public and especially investors. This study also found that leverage have no relationship or impact on financial performance in State-Owned Banks and State-Owned Sharia Banks. It seen from the t-value of -1.293 while the significance level of 0.211 in State-Owned Banks. Significance value greater than 0.05 indicates leverage variable has a negative and not significant effect on financial performance. This study does not support third hypothesis (H3a and H3b). The results of this study are also not in line with research by Wuryaningsih Dwi Lestari and Ika Yulianawati (2015); (Jummai V. Madume 2018); (Dwi Kartikasari, 2016) states that the variable leverage has negatively impact on financial performance variables. 4. Conclusion Human Capital Investments have a positive and significant relation with state owned banks’ financial performance , but there was no impact on the financial performance of State-Owned Sharia Banks. Otherwise, size of the company have influence significantly and positively on the financial performance of State-Owned Sharia Bank, but there was no influence on State- Owned Banks’ financial. Leverage have no effect on the financial performance of State-Owned Banks and State-Owned Sharia Banks. The implementation of human capital investment recommended for State-Owned Banks, because employee can be more competent on their job with training, knowledge base capability. The better employees can carrying out their work, and the financial performance can increase significantly. State-Owned Sharia Banking should not too concern human capital investment because human capital investment have no impact or no relation with State- Owned Sharia Banks’ financial performance. This research have several limitations and awaits future research. First, this study only investigate the relation of human capital, size and leverage on financial performance, with many others variables such as innovation, structural capital or relational capital that can effect International Journal of Islamic Business and Economics (IJIBEC), 4(1) June 2020, 21-29 27 financial performance. The human capital indicator in this study is limited to size, human capital investments, and leverage. Further research can use another variables such as wage, sales, and family CEO. In addition, the measurement of financial performance in this study is limited to ROA (Return On Assets). Further research can use ROE (Return On Equity) and CR (Current Ratio) to measure financial performance. Acknowledgements We thank to Kartika Putri Anindita for her research assistant and gratefully acknowledge funding provided data by Indonesia Stock Exchange with period 2012 until 2018. References Andriana, D. (2014). Pengaruh Intellectual Capital Terhadap Kinerja Keuangan Perusahaan. Jurnal Riset Akuntansi dan Keuangan, 2(1), 251-260. Aprianingsih, A. (2016). Pengaruh Penerapan Good Corporate Governance, Struktur Kepemilikan dan Ukuran Perusahaan Terhadap Kinerja Keuangan Perbankan. Jurnal Profita(4). Agus, R. Sartono. 2010. Manajemen Keuangan Teori dan Aplikasi. Edisi Keempat. Yogyakarta: BPFE. Aswani, Said Kelana dan Chandra Wijaya.2005. Riset Keuangan, Pengujian – Pengujian Empiris. Jakarta: PT Gramedia Pustaka Utama. Cabrilo, S., & Dahms, S. (2018). How strategic knowledge management drives intellectual capital to superior innovation and market performance. Journal of Knowledge Management, 22(3), 621-648. doi:10.1108/jkm-07-2017-0309 Djojo, B. W. (2010). Mengukur Kontribusi Human Capital Terhadap Tujuan Perusahaan. Binus Nusiness Review, 1(2), 388-393. Dominique, R. (2011). Intellectual Capital and Corporate Financial Performance of Selected Listed Companies in Indonesia. Malaysian Journal of Economic Studies, 48(1), 61-77. Dwi Kartikasari, M. M. (2016). The Effect of Leverage and Firm Size to Profitability of Public Manufacturing Companies In Indonesia.pdf>. International Journal of Economics and Financial, 6(2). Galo Nuno, C. T. (2017). Bank Leverage Cycles. American Economic Journal : Macroeconomics, 9(2), 32- 72. doi:10.1257/mac.20140084 Gaol, Chr. Jimmy L. 2014. A to Z Human Capital Manajemen Sumber Daya Manusia. Jakarta: Grasindo. Ghozali, Imam. 2016. Aplikasi Analisis Multivariate Dengan Program IBM SPSS, Edisi Kedelapan. Semarang: Badan Penerbit Universitas Diponegoro. Hamdan, A. (2018). Intellectual capital and firm performance. International Journal of Islamic and Middle Eastern Finance and Management, 11(1), 139-151. doi:10.1108/imefm-02-2017-0053 Harahap, A. M. (2016). Pengaruh Tingkat Pendidikan, Pengalaman Kerja, Gaji dan Komitmen Organisasi Terhadap Kinerja Pengelola Keuangan Pemerintah Daerah Kabupaten Lebang. Journal of Economics Management & Business, 17(1), 9-26. Hidayat, R. (2015). Pengaruh Good Corporate Governance dan Ukuran Perusahaan Terhadap Kinerja Keuangan Perusahaan (Studi Empiris pada Perusahaan Perbankan yang Terdaftar di BEI 2010- 2013. Jom FEKON, 2(1). Hongbin Li, P. L., Scott Rozelle, and Binzhen Wu. (2017). Human Capital and China’s Future Growth. Journal of Economic Perspectives, 31(1), 25-48. doi:10.1257/jep.31.1.25 Irina Berzkalne, E. Z. (2014). Intellectual Capital and Company Value. Procedia - Social and Behavioral Sciences, 110, 887-896. doi:10.1016/j.sbspro.2013.12.934 28 International Journal of Islamic Business and Economics (IJIBEC), 3(2) December 2019, 21-29 Isbanah, Y. (2015). Pengaruh ESOP, Leverage, dan Ukuran Perusahaan Terhadap Kinerja Keuangan Perusahaan di Bursa Efek Indonesia. Journal of Research ijn Economics and Management, 15(1), 28-41. doi:10.17970/jrem.15.150103.ID Januardin Manullang, E. P., Desy Taniya, Sycillia Pradana Angkasa. (2019). PENGARUH DEBT TO ASSET RATIO, TOTAL ASSETS TURN OVER,.pdf. Jurnal AKSARA PUBLIC, 3(3). Jummai V. Madume , S. D., Ebiware Adekitanke. (2018). Effects of Total Debts to Total Assets on Return on Assets of.pdf. IIARD International Journal of Economics and Business Management, 4(5). Karel Mertens, M. O. R. (2011). Leverage and the Financial Accelerator in a Liquidity Trap. American Economic Review : Papers and Proceedings, 101(3), 413-416. doi:10.1257/aer.101.3.413 Kasmir. 2003. Bank dan Lembaga Keuangan Lainnya. Jakarta: PT Raja Grafindo Persada. Kasmir. 2009. Pengantar Manajemen Keuangan. Jakarta: Kencana. Kasmir. 2014. Analisis Laporan Keuangan, Edisi Pertama, Cetakan Ketujuh. Jakarta: PT Raja Grafindo Persada Kasmir. 2017. Manajemen Sumber Daya Manusia (Teori dan Praktik). Jakarta: PT Raja Grafindo Persada. Kaswan. 2012. Manajemen Sumber Daya Manusia untuk Keunggulan Bersaing Organisasi. Yogyakarta: Graha Ilmu. Khasanah, A. N. (2016). Pengaruh Intellectual Capital dan Islamicity Performance Index Terhadap Kinerja Keuangan Perbankan Syariah di Indonesia. Jurnal Nominal, 5(1). Lestari, I. Y. W. D. (2015). Pengaruh Good Corporate Governance dan Leverage Terhadap Kinerja Keuangan (Studi Pada Perusahaan Manufaktur yang Terdaftar di BEI Tahun 2011-2012). Benefit Jurnal Managemen dan Bisnis, 19(2), 127-135. Mayo, A. (2000). The Role of Employee Development in The Growth of Intellectual Capital. Personal Review, 29(4), 521-533. doi:10.1108/00483480010296311 Michael Waldman, O. Z. (2020). Promotion Signaling and Human Capital Investments. American Economic Journal : Microeconomics, 12(1), 125-155. doi:10.1257/mic.20180285 Nick Bontis & Massimo Ciambotti, F. P., Francesca Sgro (2018). Intellectual Capital and Financial Performance in Social Cooperative Enterprises. Journal of Intellectual Capital. doi:10.1108/JIC-03-2017-0049 Ozkan, N., Cakan, S., & Kayacan, M. (2017). Intellectual capital and financial performance: A study of the Turkish Banking Sector. Borsa Istanbul Review, 17(3), 190-198. doi:10.1016/j.bir.2016.03.001 Priansa, Donni Juni. 2014. Perencanaan dan Pengembangan Sumber Daya Manusia. Bandung: Alfabeta. Rompho, N. (2017). HC and Financial Performance with Two HRM Strategies. International Journal of Productivity and Performance Management, 66. doi:10.1108/IJPPM-12-2015-0184 Rudi Rocha, C. F., Rodrigo R. Soares. (2017). Human Capital Persistence and Development. American Economic Journal : Applied Economics, 9(4), 105-136. doi:10.1257/app.20150532 Sawarjuwono, A. P. K. T. (2003). Intellectual Capital, Perlakuan, Pengukuran dan Pelaporan (Sebuah Library Research). Jurnal Akuntansi dan Keuangan, 5(1), 35-57. Scafarto, P. D. V. (2018). Human Capital and Financial Performance in Professional Football, The Role of Governance Mechanism. The International Journal of Business in Society. doi:10.1108/CG- 05-2017-0096 Stephanie Angel Claudia Rompas, S. M., Ivonne S.Saerang. (2018). Pengaruh Pengungkapan Corporate Governance dan Ukuran Perusahaan Terhadap Kinerja Keuangan Perbankan yang Terdaftar di Bursa Efek Indonesia Periode 2012-2016. Jurnal EMBA, 6(3), 1508-1517. Sudaryanti, D. S., Sahroni, N., & Kurniawati, A. (2018). Analisa Pengaruh Mobile Banking Terhadap Kinerja Perusahaan Sektor Perbankan yang Tercatat di Bursa Efek Indonesia. Jurnal Ekonomi Manajemen, 4(2), 96-107. Sugiarto, A. (2012). Adopsi Internet Banking Bagi Keunggulan Performa Perbankan - Sebuah Studi Pada Sektor Perbankan Di Indonesia. Jurnal Dinamika AKuntansi, 4(1), 13-19. International Journal of Islamic Business and Economics (IJIBEC), 4(1) June 2020, 21-29 29 Sugiyono. 2009. Metode Penelitian Pendidikan Pendekatan Kuantitatif, Kualitatif, dan R & D. Bandung: Alfabeta. Sugiyono. 2013. Metode Penelitian Pendidikan Pendekatan Kuantitatif, Kualitatif, dan R & D. Bandung: Alfabeta. Sugiyono. 2015. Metode Penelitian Pendidikan Pendekatan Kuantitatif, Kualitatif, dan R & D. Bandung: Alfabeta. Sumarsono, Sonny. 2003. Ekonomi Manajemen Sumber Daya Manusia dan Ketenagakerjaan. Yogyakarta: Graha Ilmu. Sunyoto, Danang. 2016. Metodologi Penelitian Akuntansi. Bandung: PT Refika Aditama. Sutrisno, Edy. 2013. Manajemen Sumber Daya Manusia, Edisi Pertama. Jakarta: Kencana. Syamsuddin, M. Lukman. 2001. Manajemen Keuangan Perusahaan. Jakarta: Bina Graha Tampubolon, L. D. (2015). Analisis Pengaruh Rasio Keuangan, Likuiditas, Aktivitas dan Leverage Terhadap Penilaian Kinerja Keuangan Studi Empiris Perusahaan Manufaktur di Bursa Efek Indonesia. Jurnal Leuangan dan Perbankan, 12(1), 1-12. Terraza, V. (2015). The Effect of Bank Size on Risk Ratios: Implications of Banks’ Performance. Procedia Economics and Finance, 30, 903-909. doi:10.1016/s2212-5671(15)01340-4 Yildiz, O., Bozkurt, Ö. Ç., Kalkan, A., & Ayci, A. (2013). The Relationships between Technological Investment, Firm Size, Firm Age and the Growth Rate of Innovational Performance. Procedia - Social and Behavioral Sciences, 99, 590-599. doi:10.1016/j.sbspro.2013.10.529