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THE MODERATING ROLE OF FINANCIAL LEVERAGE IN THE RELATIONSHIP BETWEEN MANAGER-SHAREHOLDER AGENCY COST AND FINANCIAL PERFORMANCE: A STUDY ON BIST TEXTILE LEATHER INDEX

Year 2025, Volume: 21 Issue: 3, 1146 - 1168, 30.09.2025

Abstract

This study examines the moderating role of the use of financial leverage in the relationship between agency cost and financial performance in companies operating in the BIST Textile Leather index during the period 2000-2023. In the study, firm size and age variables are used as control variables; ROA, ROE, and Tobin's Q are preferred as financial performance indicators. The analyses are conducted with BA-OLS and CUP-FMOLS estimation methods and the second-generation process is followed. The findings reveal that financial leverage, firm size and age variables have a positive impact on ROA, ROE, and Tobin's Q, while the manager-shareholder agency costs have a negative impact on these performance indicators. Moreover, the interaction between financial leverage and agency costs has a negative effect on ROA and ROE, and a positive effect on Tobin's Q. The results suggest that financial leverage alone may not be a sufficient policy instrument to reduce agency costs and improve financial performance.

References

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  • Ahmedimousaabad, A., Bajuri, N., Jahanzeb, A., Karami, M., & Rehman, S. (2013). Trade-off theory, pecking order theory and market timing theory: A comprehensive review of capital structure theories. International Journal of Management and Commerce Innovations, 1(1), 11-18.
  • Akhtar, M., Yusheng, K., Haris, M., Ain, Q. U., & Javaid, H. M. (2022). Impact of financial leverage on sustainable growth, market performance, and profitability. Economic Change and Restructuring, 55, 737-774.
  • Aygün, M., İç, S., & Sayın, C. (2011). Yönetim kurulu büyüklüğünü belirleyen faktörler ve yönetim kurulu büyüklüğü ile firma performansı arasındaki ilişki: Türk sermaye piyasası üzerine bir inceleme. Gaziantep Üniversitesi Sosyal Bilimler Dergisi, 10(1), 77-92.
  • Bai, J., & Kao, C. (2005). On the estimation and inference of a panel cointegration model with cross-sectional dependence (Center for Policy Research Working Paper No. 89, pp. 1–30). Syracuse University.
  • Bai, J., & Ng, S. (2004). A PANIC attack on unit roots and cointegration. Econometrica, 72(4), 1127-1177. Bai, J., Kao, C., & Ng, S. (2009). Panel cointegration with global stochastic trends. Journal of Econometrics, 149(1), 82–99.
  • Berger, A. N., & Di Patti, E. B. (2006). Capital structure and firm performance: A new approach to testing agency theory and an application to the banking industry. Journal of Banking & Finance, 30(4), 1065-1102.
  • Breusch, T. S., & Pagan, A. R. (1980). The Lagrange multiplier test and its application to model specification in econometrics. Review of Economic Studies, 47, 239-253.
  • Caba, N. (2017). Finansal kaldıraç ve firma büyüklüğünün finansal performans üzerine etkisi: BİST Sınai Endeksinde işlem gören işletmeler üzerine bir uygulama. Uluslararası Yönetim İktisat ve İşletme Dergisi, 796-811.
  • Chen, S., Song, Y., & Gao, P. (2023). Environmental, social, and governance (ESG) performance and financial outcomes: Analyzing the impact of ESG on financial performance. Journal of Environmental Management, 345, 1-15.
  • Chinedu Innocent, E., Charles Ikechukwu, A., & Nnagbogu, E. K. (2014). The effect of financial leverage on financial performance: Evidence of quoted pharmaceutical companies in Nigeria. Journal of Economics & Finance, 5(3), 17-25.
  • Çopuroğlu, F., & Korkmaz, İ. H. (2018). Vekâlet teorisi, sermaye yapısı ve firma performansı arasındaki ilişkinin incelenmesi. Gaziantep Üniversitesi İslâhiye İİBF Uluslararası E-Dergi, 2(2), 21-33.
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  • Demirel, B. L., Çil Koçyiğit, S., & Kevser, M. (2021). Makroekonomik değişkenler ve içsel faktörler ile bankaların finansal performansı arasındaki ilişki: Türkiye için ampirik bir araştırma. Ömer Halisdemir Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, 14(2), 598-611.
  • Doğan, M., & Topal, Y. (2016). Karlılığı belirleyen finansal faktörler: BIST’te işlem gören imalat sanayi firmaları üzerine bir araştırma. Optimum Ekonomi ve Yönetim Bilimleri Dergisi, 3(1), 53-64.
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  • Hameed, R. A., & Tsoho, G. (2020). Effects of financial performance and firm size on firms' value: Empirical study of insurance companies in Nigeria. Gusau International Journal of Management & Social Sciences, 3(1), 1-17.
  • Herlambang, A., Murhadi, W. R., & Andriani, T. (2020). Factors affecting the financial performance of companies based on agency theory. Paper presented at the 17th International Symposium on Management,110-114.
  • Hindasah, L., Supriyono, E., & Ningri, L. J. (2021). The effect of good corporate governance and firm size on financial performance. Paper presented at the 4th International Conference on Sustainable Innovation 2020 – Accounting and Management, 306-309.
  • Jensen, M. C. (1986). Agency costs of free cash flow, corporate finance, and takeovers. American Economic Review, 76(2), 323-329.
  • Jensen, M. C., & Meckling, W. H. (1976). Theory of the firm: Managerial behavior, agency costs, and ownership structure. Journal of Financial Economics, 3(4), 305–360.
  • Kalash, I. (2023). The financial leverage–financial performance relationship in the emerging market of Turkey: The role of financial distress risk and currency crisis. EuroMed Journal of Business, 18(1), 1-20.
  • Khraief, N., Shahbaz, M., Heshmati, A., & Azam, M. (2020). Are unemployment rates in OECD countries stationary? Evidence from univariate and panel unit root tests. North American Journal of Economics & Finance, 51, 1-15.
  • Kılıç, M., Gürler, H. E., Kaya, A., & Lee, C. W. (2022). The impact of sustainability performance on financial performance: Does firm size matter? Evidence from Turkey and South Korea. Sustainability, 14, 1-19.
  • Korkmaz, Ö., & Dilmaç, M. (2018). Firma piyasa değerini etkileyen finansal faktörler: Banka ve sigorta işletmeleri üzerine bir uygulama. Yönetim ve Ekonomi Araştırmaları Dergisi, 16(2), 179-201.
  • Kraus, A., & Litzenberger, R. H. (1973). A state-preference model of optimal financial leverage. The Journal of Finance, 28(4), 911-922.
  • Kyriazos, T., & Poga, M. (2023). Dealing with multicollinearity in factor analysis: The problem, detections, and solutions. Open Journal of Statistics, 13, 404-424.
  • Le, T. P. V., & Phan, T. B. N. (2017). Capital structure and firm performance: Empirical evidence from a small transition country. Research in International Business & Finance, 42, 710-726.
  • Modigliani, F., & Miller, M. H. (1958). The cost of capital, corporation finance and the theory of investment. American Economic Review, 48(3), 261-297.
  • Mutende, E. A., Mwangi, M., Njihia, J. M., & Ochieng, D. E. (2017). The moderating role of firm characteristics on the relationship between free cash flows and financial performance of firms listed at the Nairobi securities exchange. Journal of Finance & Investment Analysis, 6(4), 55-74.
  • Myers, S. C., & Majluf, N. S. (1984). Corporate financing and investment decisions when firms have information that investors do not have. Journal of Financial Economics, 13(2), 187-221.
  • Nguyen, T. H. H., Ntim, C. G., & Malagila, J. K. (2020). Women on corporate boards and corporate financial and non-financial performance: A systematic literature review and future research agenda. International Review of Financial Analysis, 71, 1-24.
  • Nozari, A. (2016). The impact of financial leverage on agency cost of free cash flows in listed manufacturing firms of Tehran stock exchange. The Turkish Online Journal of Design, Art & Communication, 2137-2144.
  • Nuhu, B. A., Dandago, K. I., Mohammad, L., Ado, A. B., & Abdulkarim, U. F. (2020). Impact of agency costs on financial performance of listed consumer goods companies in Nigeria. The Journal of Management Theory & Practice, 1(3), 51-55.
  • Nur, T., & Korkmaz, T. (2022). Serbest nakit akışları, temsil maliyetleri ve firma performansı arasındaki ilişki: BİST’te işlem gören firmalar üzerine bir araştırma. Finans Ekonomi & Sosyal Araştırmalar Dergisi, 7(1), 103-120.
  • Okafor, A., Adeleye, B. N., & Adusei, M. (2021). Corporate social responsibility and financial performance: Evidence from U.S. tech firms. Journal of Cleaner Production, 292, 1-11.
  • Okuyan, A. (2013). Türkiye’deki en büyük 1000 sanayi işletmesinin karlılık analizi. Business & Economics Research Journal, 4(2), 23-36.
  • Önder, Ş., & İrkörücü, İ. E. (2020). Bağımsız denetim kalitesi ile finansal performans arasındaki ilişki: BIST 100 endeksinde yer alan şirketler üzerine bir araştırma. Muhasebe & Finansman Dergisi, 86, 141-152.
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  • Sapuan, N. M., Wahab, N. A., Fauzi, M. A., & Omonov, A. (2021). Analysing the impacts of free cash flow, agency cost and firm performance in public listed companies in Malaysia. Journal of Governance & Integrity, 5(1), 211-218.
  • Sdiq, S. R., & Abdullah, H. A. (2023). The moderating effect on agency cost on the relationship between capital structure and financial performance: Evidence of an emerging market. Qalaai Zanist Scientific Journal, 8(3), 1239-1266.
  • Shrestha, N. (2020). Detecting multicollinearity in regression analysis. American Journal of Applied Mathematics & Statistics, 8(2), 39-42.
  • Simanjuntak, O. T. W., Suripto, Wardianto, K. B., & Mulkhan, U. (2022). The effect of firm age, firm size on financial performance with financial inclusion as intervening variable: Study on the go public banking sector in Indonesia for the 2015-2020 period. International Journal of Advanced Multidisciplinary Research & Studies, 2(3), 607-615.
  • Topaloğlu, E. E. (2018). Bankalarda finansal kırılganlığı etkileyen faktörlerin panel veri analizi ile belirlenmesi. Eskişehir Osmangazi Üniversitesi İİBF Dergisi, 13(1), 15-38.
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YÖNETİCİ-HİSSEDAR TEMSİL MALİYETİ İLE FİNANSAL PERFORMANS İLİŞKİSİNDE FİNANSAL KALDIRACIN MODERATÖR ROLÜ: BİST TEKSTİL DERİ ENDEKSİ ÜZERINE BİR ARAŞTIRMA

Year 2025, Volume: 21 Issue: 3, 1146 - 1168, 30.09.2025

Abstract

Bu çalışma, 2000-2023 döneminde BİST Tekstil Deri endeksinde faaliyet gösteren şirketlerde, temsil maliyeti ile finansal performans arasındaki ilişkide finansal kaldıraç kullanımının moderatör rolünü incelemektedir. Araştırmada yaş ve büyüklük değişkenleri kontrol değişkeni olarak kullanılmış; finansal performans göstergesi olarak ROA, ROE ve Tobin's Q tercih edilmiştir. Analizler, BA-OLS ve CUP-FMOLS tahmin yöntemleriyle gerçekleştirilmiş ve ikinci nesil süreç izlenmiştir. Elde edilen bulgular, finansal kaldıraç, büyüklük ve yaş değişkenlerinin ROA, ROE ve Tobin's Q üzerinde olumlu bir etkisi olduğunu, ancak yönetici-hissedar temsil maliyetlerinin bu performans göstergelerini olumsuz etkilediğini ortaya koymuştur. Ayrıca, finansal kaldıraç ile temsil maliyetleri arasındaki etkileşimin ROA ve ROE üzerinde negatif, Tobin's Q üzerinde ise pozitif bir etki yarattığı tespit edilmiştir. Sonuçlar, finansal kaldıracın, temsil maliyetlerini azaltma ve finansal performansı artırma konusunda tek başına yeterli bir politika aracı olamayacağını göstermektedir.

Ethical Statement

Çalışma, etik kurul izni gerektirmeyen çalışmalar arasında yer almaktadır.

Supporting Institution

Çalışmayı destekleyen bir kurum bulunmamaktadır.

References

  • Abdulrahman, S. M. (2014). The relationship between agency costs and financial performance of firms listed in Nairobi securities exchange (Unpublished Master’s Thesis). University of Nairobi, Kenya.
  • Ahmad, N., Mobarek, A., & Raid, M. (2023). Impact of global financial crisis on firm performance in UK: Moderating role of ESG, corporate governance and firm size. Cogent Business & Management, 10(1), 1-19.
  • Ahmedimousaabad, A., Bajuri, N., Jahanzeb, A., Karami, M., & Rehman, S. (2013). Trade-off theory, pecking order theory and market timing theory: A comprehensive review of capital structure theories. International Journal of Management and Commerce Innovations, 1(1), 11-18.
  • Akhtar, M., Yusheng, K., Haris, M., Ain, Q. U., & Javaid, H. M. (2022). Impact of financial leverage on sustainable growth, market performance, and profitability. Economic Change and Restructuring, 55, 737-774.
  • Aygün, M., İç, S., & Sayın, C. (2011). Yönetim kurulu büyüklüğünü belirleyen faktörler ve yönetim kurulu büyüklüğü ile firma performansı arasındaki ilişki: Türk sermaye piyasası üzerine bir inceleme. Gaziantep Üniversitesi Sosyal Bilimler Dergisi, 10(1), 77-92.
  • Bai, J., & Kao, C. (2005). On the estimation and inference of a panel cointegration model with cross-sectional dependence (Center for Policy Research Working Paper No. 89, pp. 1–30). Syracuse University.
  • Bai, J., & Ng, S. (2004). A PANIC attack on unit roots and cointegration. Econometrica, 72(4), 1127-1177. Bai, J., Kao, C., & Ng, S. (2009). Panel cointegration with global stochastic trends. Journal of Econometrics, 149(1), 82–99.
  • Berger, A. N., & Di Patti, E. B. (2006). Capital structure and firm performance: A new approach to testing agency theory and an application to the banking industry. Journal of Banking & Finance, 30(4), 1065-1102.
  • Breusch, T. S., & Pagan, A. R. (1980). The Lagrange multiplier test and its application to model specification in econometrics. Review of Economic Studies, 47, 239-253.
  • Caba, N. (2017). Finansal kaldıraç ve firma büyüklüğünün finansal performans üzerine etkisi: BİST Sınai Endeksinde işlem gören işletmeler üzerine bir uygulama. Uluslararası Yönetim İktisat ve İşletme Dergisi, 796-811.
  • Chen, S., Song, Y., & Gao, P. (2023). Environmental, social, and governance (ESG) performance and financial outcomes: Analyzing the impact of ESG on financial performance. Journal of Environmental Management, 345, 1-15.
  • Chinedu Innocent, E., Charles Ikechukwu, A., & Nnagbogu, E. K. (2014). The effect of financial leverage on financial performance: Evidence of quoted pharmaceutical companies in Nigeria. Journal of Economics & Finance, 5(3), 17-25.
  • Çopuroğlu, F., & Korkmaz, İ. H. (2018). Vekâlet teorisi, sermaye yapısı ve firma performansı arasındaki ilişkinin incelenmesi. Gaziantep Üniversitesi İslâhiye İİBF Uluslararası E-Dergi, 2(2), 21-33.
  • Dao, B. T. T., & Ta, T. D. N. (2020). A meta-analysis: Capital structure and firm performance. Journal of Economics and Development, 22(1), 111-129.
  • Demirel, B. L., Çil Koçyiğit, S., & Kevser, M. (2021). Makroekonomik değişkenler ve içsel faktörler ile bankaların finansal performansı arasındaki ilişki: Türkiye için ampirik bir araştırma. Ömer Halisdemir Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, 14(2), 598-611.
  • Doğan, M., & Topal, Y. (2016). Karlılığı belirleyen finansal faktörler: BIST’te işlem gören imalat sanayi firmaları üzerine bir araştırma. Optimum Ekonomi ve Yönetim Bilimleri Dergisi, 3(1), 53-64.
  • Ghazouani, T. (2013). The capital structure through the trade-off theory: Evidence from Tunisian firm. International Journal of Economics & Financial Issues, 3(3), 625-636.
  • Gürünlü, M. (2019). Sürdürülebilirlik ve finansal performans arasındaki ilişki: BİST şirketleri üzerine bir araştırma. Muhasebe ve Finansman Dergisi, 84, 177-190.
  • Hameed, R. A., & Tsoho, G. (2020). Effects of financial performance and firm size on firms' value: Empirical study of insurance companies in Nigeria. Gusau International Journal of Management & Social Sciences, 3(1), 1-17.
  • Herlambang, A., Murhadi, W. R., & Andriani, T. (2020). Factors affecting the financial performance of companies based on agency theory. Paper presented at the 17th International Symposium on Management,110-114.
  • Hindasah, L., Supriyono, E., & Ningri, L. J. (2021). The effect of good corporate governance and firm size on financial performance. Paper presented at the 4th International Conference on Sustainable Innovation 2020 – Accounting and Management, 306-309.
  • Jensen, M. C. (1986). Agency costs of free cash flow, corporate finance, and takeovers. American Economic Review, 76(2), 323-329.
  • Jensen, M. C., & Meckling, W. H. (1976). Theory of the firm: Managerial behavior, agency costs, and ownership structure. Journal of Financial Economics, 3(4), 305–360.
  • Kalash, I. (2023). The financial leverage–financial performance relationship in the emerging market of Turkey: The role of financial distress risk and currency crisis. EuroMed Journal of Business, 18(1), 1-20.
  • Khraief, N., Shahbaz, M., Heshmati, A., & Azam, M. (2020). Are unemployment rates in OECD countries stationary? Evidence from univariate and panel unit root tests. North American Journal of Economics & Finance, 51, 1-15.
  • Kılıç, M., Gürler, H. E., Kaya, A., & Lee, C. W. (2022). The impact of sustainability performance on financial performance: Does firm size matter? Evidence from Turkey and South Korea. Sustainability, 14, 1-19.
  • Korkmaz, Ö., & Dilmaç, M. (2018). Firma piyasa değerini etkileyen finansal faktörler: Banka ve sigorta işletmeleri üzerine bir uygulama. Yönetim ve Ekonomi Araştırmaları Dergisi, 16(2), 179-201.
  • Kraus, A., & Litzenberger, R. H. (1973). A state-preference model of optimal financial leverage. The Journal of Finance, 28(4), 911-922.
  • Kyriazos, T., & Poga, M. (2023). Dealing with multicollinearity in factor analysis: The problem, detections, and solutions. Open Journal of Statistics, 13, 404-424.
  • Le, T. P. V., & Phan, T. B. N. (2017). Capital structure and firm performance: Empirical evidence from a small transition country. Research in International Business & Finance, 42, 710-726.
  • Modigliani, F., & Miller, M. H. (1958). The cost of capital, corporation finance and the theory of investment. American Economic Review, 48(3), 261-297.
  • Mutende, E. A., Mwangi, M., Njihia, J. M., & Ochieng, D. E. (2017). The moderating role of firm characteristics on the relationship between free cash flows and financial performance of firms listed at the Nairobi securities exchange. Journal of Finance & Investment Analysis, 6(4), 55-74.
  • Myers, S. C., & Majluf, N. S. (1984). Corporate financing and investment decisions when firms have information that investors do not have. Journal of Financial Economics, 13(2), 187-221.
  • Nguyen, T. H. H., Ntim, C. G., & Malagila, J. K. (2020). Women on corporate boards and corporate financial and non-financial performance: A systematic literature review and future research agenda. International Review of Financial Analysis, 71, 1-24.
  • Nozari, A. (2016). The impact of financial leverage on agency cost of free cash flows in listed manufacturing firms of Tehran stock exchange. The Turkish Online Journal of Design, Art & Communication, 2137-2144.
  • Nuhu, B. A., Dandago, K. I., Mohammad, L., Ado, A. B., & Abdulkarim, U. F. (2020). Impact of agency costs on financial performance of listed consumer goods companies in Nigeria. The Journal of Management Theory & Practice, 1(3), 51-55.
  • Nur, T., & Korkmaz, T. (2022). Serbest nakit akışları, temsil maliyetleri ve firma performansı arasındaki ilişki: BİST’te işlem gören firmalar üzerine bir araştırma. Finans Ekonomi & Sosyal Araştırmalar Dergisi, 7(1), 103-120.
  • Okafor, A., Adeleye, B. N., & Adusei, M. (2021). Corporate social responsibility and financial performance: Evidence from U.S. tech firms. Journal of Cleaner Production, 292, 1-11.
  • Okuyan, A. (2013). Türkiye’deki en büyük 1000 sanayi işletmesinin karlılık analizi. Business & Economics Research Journal, 4(2), 23-36.
  • Önder, Ş., & İrkörücü, İ. E. (2020). Bağımsız denetim kalitesi ile finansal performans arasındaki ilişki: BIST 100 endeksinde yer alan şirketler üzerine bir araştırma. Muhasebe & Finansman Dergisi, 86, 141-152.
  • Pandey, K. D., & Sahu, T. N. (2019). Debt financing, agency cost and firm performance: Evidence from India. Vision, 23(3), 267-274.
  • Pesaran, M. H. (2004, August). General diagnostic tests for cross section dependence in panels (IZA Discussion Paper No. 1240, pp. 1–39). Institute for the Study of Labor (IZA).
  • Pesaran, M. H., & Yamagata, T. (2008). Testing slope homogeneity in large panels. Journal of Econometrics, 142(1), 50-93.
  • Rwakihembo, J., Aryatwijuka, W., Kalinda, P., & Nimusiima, P. (2023). Firm age and financial performance: The firm life-cycle theoretical perspective of private limited companies in Uganda. International Journal of Business Strategies, 8(1), 30-41.
  • Salim, M., & Yadav, R. (2012). Capital structure and firm performance: Evidence from Malaysian listed companies. Procedia-Social and Behavioral Sciences, 65, 156-166.
  • Sapuan, N. M., Wahab, N. A., Fauzi, M. A., & Omonov, A. (2021). Analysing the impacts of free cash flow, agency cost and firm performance in public listed companies in Malaysia. Journal of Governance & Integrity, 5(1), 211-218.
  • Sdiq, S. R., & Abdullah, H. A. (2023). The moderating effect on agency cost on the relationship between capital structure and financial performance: Evidence of an emerging market. Qalaai Zanist Scientific Journal, 8(3), 1239-1266.
  • Shrestha, N. (2020). Detecting multicollinearity in regression analysis. American Journal of Applied Mathematics & Statistics, 8(2), 39-42.
  • Simanjuntak, O. T. W., Suripto, Wardianto, K. B., & Mulkhan, U. (2022). The effect of firm age, firm size on financial performance with financial inclusion as intervening variable: Study on the go public banking sector in Indonesia for the 2015-2020 period. International Journal of Advanced Multidisciplinary Research & Studies, 2(3), 607-615.
  • Topaloğlu, E. E. (2018). Bankalarda finansal kırılganlığı etkileyen faktörlerin panel veri analizi ile belirlenmesi. Eskişehir Osmangazi Üniversitesi İİBF Dergisi, 13(1), 15-38.
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There are 57 citations in total.

Details

Primary Language English
Subjects Panel Data Analysis, Capital Market
Journal Section Research Articles
Authors

Erol Köycü 0000-0001-8166-2185

Tuğba Nur 0000-0002-0974-4896

Early Pub Date September 29, 2025
Publication Date September 30, 2025
Submission Date December 5, 2024
Acceptance Date June 25, 2025
Published in Issue Year 2025 Volume: 21 Issue: 3

Cite

APA Köycü, E., & Nur, T. (2025). THE MODERATING ROLE OF FINANCIAL LEVERAGE IN THE RELATIONSHIP BETWEEN MANAGER-SHAREHOLDER AGENCY COST AND FINANCIAL PERFORMANCE: A STUDY ON BIST TEXTILE LEATHER INDEX. Uluslararası Yönetim İktisat Ve İşletme Dergisi, 21(3), 1146-1168.