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Finansal Başarısızlık Riskinin Sürdürülebilir Büyüme Politikaları Üzerindeki Etkileri: BIST Sürdürülebilirlik Endeksi Şirketlerinden Kanıtlar

Year 2024, Volume: 9 Issue: 2, 230 - 253, 30.06.2024
https://doi.org/10.30784/epfad.1431693

Abstract

Bu çalışma, finansal başarısızlık riskinin firmaların sürdürülebilir büyüme politikaları üzerindeki etkilerini ekonometrik analiz yoluyla belirlemeyi ve sürdürülebilir büyüme politikaları geliştirme sürecinde kullanılabilecek uygun finansal başarısızlık modellerini tespit etmeyi amaçlamaktadır. Çalışma, Borsa İstanbul Sürdürülebilirlik Endeksi'nde (XUSRD) işlem gören finansal olmayan firmaların 2010-2022 dönemi verilerini kapsamaktadır. Sürdürülebilir büyüme politikaları Higgins (1977) sürdürülebilir büyüme oranı (HSGR) kullanılarak, finansal başarısızlık riskleri ise Altman (1983) Z'-score, Springate (1978) S-score, Taffler (1983) T-score, Fulmer ve diğerleri (1984) H-score ve Legault (1987) CA-score modelleri kullanılarak ölçülmüştür. Ekonometrik çerçeve çoklu doğrusal bağlantı, yatay kesit bağımlılığı, eğim katsayılarının homojenliği, durağanlık, otokorelasyon ve değişen varyans ön testleri ve panel regresyon analizi dahil olmak üzere beş aşamalı bir panel veri metodolojisi içermektedir. Panel regresyon sonuçları, finansal başarısızlık riski ile HSGR arasında pozitif ilişkiler olduğunu ortaya koymaktadır. Ancak, bu ilişkiler tüm finansal başarısızlık modelleri için istatistiksel olarak anlamlı değildir. Sonuçlar, Z', S ve CA skorlarının sürdürülebilir büyüme politikaları üzerinde istatistiksel olarak anlamlı etkilerinin olmadığını, T ve H skorlarının etkilerinin ise istatistiksel olarak anlamlı olduğunu göstermektedir. Bulgular, sürdürülebilir büyüme politikalarının geliştirilmesinde T-skor ve H-skor modellerinin diğer modellere göre tercih edilmesi gerektiğini göstermektedir.

References

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  • Ashraf, S., Félix E.G.S. and Serraqueiro, Z. (2019). Do traditional financial distress prediction models predict the early warning signs of financial distress? Journal of Risk and Financial Management, 12(2), 55. https://doi.org/10.3390/jrfm12020055
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  • Heybet, K. and Duran, C. (2023). Analysis of the activity and sustainability reports as a sustainability signal: A study in the BIST Sustainability Index. Journal of Emerging Economies and Policy, 8(1), 23-28. https://dergipark.org.tr/en/pub/joeep/
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  • Higgins, R.C. (2012). Analysis for financial management. New York: McGraw-Hill.
  • Honda, Y. (1985). Testing the error components model with non-normal disturbances. Review of Economic Studies, 52, 681-690. https://doi.org/10.2307/2297739
  • Karaçayir, E. and Afşar, A. (2024). The effects of environmental, social, and governance performance on financial performance: The case of Borsa Istanbul. Trends in Business and Economics, 38(1), 48-55. https://doi.org/10.5152/TBE.2024.23227
  • Korga, S. and Aslanoğlu, S. (2022). A research on the relationship of sustainability performance and financial performance. Journal of Selçuk University Social Sciences Vocational School, 25(2), 633-645. https://doi.org/10.29249/selcuksbmyd.1114641
  • Korkmaz, T. and Nur, T. (2023). The effect of ESG sustainability on firm performance: A view under size and age on BIST bank index firms. Journal of Research in Economics, Politics & Finance, 8(2), 208-223. https://doi.org/10.30784/epfad.1278491
  • Kulalı, G. (2022). Impacts of environmental, social and governance (ESG) performance on market value: The role of firm size. Eskişehir Osmangazi University Journal of Economics and Administrative Sciences, 17(3), 787-809. https://doi.org/10.17153/oguiibf.1098419
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Exploring the Impacts of Financial Failure Risk on Sustainable Growth Policies: Evidence from the BIST Sustainability Index Companies

Year 2024, Volume: 9 Issue: 2, 230 - 253, 30.06.2024
https://doi.org/10.30784/epfad.1431693

Abstract

This study investigates the impacts of financial failure risk on firms' sustainable growth policies using econometric analysis and aims to identify suitable financial failure models for the sustainable growth policies developing process. The study covers data from 38 non-financial firms listed in the Borsa Istanbul Sustainability Index (XUSRD) for 2010-2022. Sustainable growth is calculated by Higgins's (1977) sustainable growth rate (HSGR), while financial failure risks are assessed through Altman's (1983) Z'-score, Springate (1978) S-score, Taffler (1983) T-score, Fulmer et al. (1984) H-score and Legault (1987) CA-score models. The econometric approach employs a five-stage panel data methodology, including the pre-tests of multi-collinearity, cross-sectional dependency, slope homogeneity, stationarity, autocorrelation, and heteroskedasticity. Panel regression results reveal positive relationships between financial success and sustainable growth. However, the statistical significance of these relationships varies across different financial failure models. The effects of T and H-scores are statistically significant, whereas Z', S, and CA-scores do not exhibit statistically significant effects. Consequently, the findings suggest that T and H-score models should be prioritized in sustainable growth policy development.

References

  • Acar, M., Durmaz, Ş. and Çoşgunaras, Ş.N. (2021). A research on financial and non-financial determinants of sustainability performance: BIST Sustainability Index case. Journal of Accounting and Taxation Studies, 14(1), 129-160. https://doi.org/10.29067/muvu.719005
  • Altınay, A., Kaki, B., Kestane, A., Soba, M., Dinçer, Ö. and Şık, E. (2017). The effects of sustainability index on banking sector share center values, an investigation on the BIST Sustainability Index. The Journal of Social Economic Research, 13(34), 264-284. https://doi.org/10.30976/susead.337089
  • Altman, E.I. (1983). Why businesses fail. The Journal of Business Strategy, 3(4), 15–21. https://doi.org/10.1108/eb038985
  • Amouzesh, N., Moeinfar, Z. and Mousavi, Z. (2011). Sustainable growth rate and firm performance: Evidence from Iran stock exchange. International Journal of Business and Social Science, 2(23), 249-255. https://www.ijbssnet.com/index.php/home
  • Arpaci, I. (2023). Predictors of financial sustainability for cryptocurrencies: An empirical study using a hybrid SEM-ANN approach. Technological Forecasting and Social Change, 196, 122858. https://doi.org/10.1016/j.techfore.2023.122858
  • Ashraf, S., Félix E.G.S. and Serraqueiro, Z. (2019). Do traditional financial distress prediction models predict the early warning signs of financial distress? Journal of Risk and Financial Management, 12(2), 55. https://doi.org/10.3390/jrfm12020055
  • Asteriou, D. and Hall, S.G. (2007). Applied econometrics: A modern approach using Eviews and microfit. New York: Palgrave Macmillan.
  • Ates, S. (2021). Market reaction to corporate social performance: Evidence from BIST. The Journal of Accounting and Finance, 90, 149-164. https://doi.org/10.25095/mufad.827626
  • Atichasari, A.S., Ratnasari, A., Kulsum, U., Kahpi, H.S., Wulandari, S.S. and Marfu, A. (2023). Examining non-performing loans on corporate financial sustainability: Evidence from Indonesia. Sustainable Futures, 6, 100137. https://doi.org/10.1016/j.sftr.2023.100137
  • Baltagi, B. and Li, Q. (1991). A joint test for serial correlation and random individual effects. Statistics and Probability Letters, 11, 277-280. https://doi.org/10.1016/0167-7152(91)90156-L
  • Baltagi, B.H. (2014). Econometric analysis of panel data. New York: John Wiley & Sons Ltd.
  • Beck, N. and Katz, J.N. (1995). What to do (and not to do) with time-series cross-section data. American Political Science Review, 89(3), 634-647. https://doi.org/10.2307/2082979
  • Born, B. and Breitung, J. (2016). Testing for serial correlation in fixed-effects panel data models. Econometric Reviews, 35(7), 1290-1316. https://doi.org/10.1080/07474938.2014.976524
  • Breusch, T.S. and Pagan, A.R. (1979). A simple test for heteroskedasticity and random coefficient variation. Econometrica, 47(5), 1287-1294. https://doi.org/10.2307/1911963
  • Breusch, T.S. and Pagan, A.R. (1980). The LaGrange multiplier test and its applications to model specification in econometrics. Review of Economic Studies, 47(1), 239-253. https://doi.org/10.2307/2297111
  • Carroll, A.B. (1979). A three-dimensional conceptual model of corporate performance. Academy of Management Review, 4(4), 497-505. https://doi.org/10.5465/amr.1979.4498296
  • Conway, E. (2018). Sustainability, the triple bottom line and corporate social responsibility. In E. Conway and D. Byrne (Eds.), Contemporary issues in accounting (pp. 15-35). London: Palgrave Macmillan.
  • Davis, K. and Blomstrom, R. (1975). Business and society: Environment and responsibility. New York: McGraw-Hill.
  • De Bakker, F.G., Groenewegen, P. and Den Hond, F. (2005). A bibliometric analysis of 30 years of research and theory on corporate social responsibility and corporate social performance. Business & Society, 44(3), 283-317. https://doi.org/10.1177/0007650305278086
  • Dmuchowski, P., Dmuchowski, W., Baczewska-Dąbrowska, A.H. and Gworek, B. (2023). Environmental, social, and governance (ESG) model; Impacts and sustainable investment - Global trends and Poland’s perspective. Journal of Environmental Management, 329, 117023. https://doi.org/10.1016/j.jenvman.2022.117023
  • Ece Çokmutlu, M. and Kılıç, M. (2020). Comparison of sustainability performances and financial performances of the manufacturing industry companies in the Borsa Istanbul sustainability index. Journal of Management and Economics Research, 18(3), 96-115. https://doi.org/10.11611/yead.767972
  • Elkington, J. (1998). Cannibals with forks: The triple bottom line of 21st century business. Gabriola Island: New Society Publishers.
  • Emir, S. and Kıymık, H. (2021). Evaluation of the effect of sustainability level on financial performance: A study in Borsa Istanbul. Journal of Accounting and Taxation Studies, 1(14), 101-128. https://doi.org/10.29067/muvu.718278
  • Fonseka, M.M., Ramos, C.G. and Tian, G. (2012). The most appropriate sustainable growth rate model for managers and researchers. The Journal of Applied Business Research, 28(3), 481-500. https://doi.org/10.19030/jabr.v28i3.6963
  • Fulmer, J.G., Moon, J.E., Gavin, T.A. and Erwin, M. (1984). A bankruptcy classification model for small firms. Journal of Commercial Bank Lending, 66(11), 25–37. Retrieved from https://library.villanova.edu/
  • Geçim, M. (2020). The relationship between corporate governance and financial sustainability (Unpublished doctoral dissertation). Izmir University of Economics, İzmir, Türkiye.
  • Gülener, N., Korkmaz, T. and Yaman, S. (2023). Internal determinants of sustainable growth policies in businesses: An application on Borsa Istanbul. Journal of Emerging Economies and Policy, 8(2), 480-497. Retrieved from https://dergipark.org.tr/en/pub/joeep/
  • Günay, F. (2023). Bankalarda çevresel, sosyal ve yönetişim (ESG) performansı ile finansal performans ilişkisinin IDOCRIW-WASPAS yöntemiyle değerlendirilmesi: ABD bankaları örneğinde bir uygulama. B. Medetoğlu ve Y.B. Kavas (Eds.), Finans: Model ve uygulamalar içinde (s. 219-248). İstanbul: Filiz Kitabevi.
  • Haanaes, K., Balagopal, B., Arthur, D., Kong, M.T., Velken, I., Kruschwitz, N. and Hopkins, M.S. (2010). First look: The second annual sustainability & innovation survey. MIT Sloan Management Review, 52(2), 76-84. Retrieved from https://sloanreview.mit.edu/
  • Heybet, K. and Duran, C. (2023). Analysis of the activity and sustainability reports as a sustainability signal: A study in the BIST Sustainability Index. Journal of Emerging Economies and Policy, 8(1), 23-28. https://dergipark.org.tr/en/pub/joeep/
  • Higgins, R.C. (1977). How much growth can a firm afford? Financial Management, 6(3), 7-16. https://doi.org/10.2307/3665251
  • Higgins, R.C. (2012). Analysis for financial management. New York: McGraw-Hill.
  • Honda, Y. (1985). Testing the error components model with non-normal disturbances. Review of Economic Studies, 52, 681-690. https://doi.org/10.2307/2297739
  • Karaçayir, E. and Afşar, A. (2024). The effects of environmental, social, and governance performance on financial performance: The case of Borsa Istanbul. Trends in Business and Economics, 38(1), 48-55. https://doi.org/10.5152/TBE.2024.23227
  • Korga, S. and Aslanoğlu, S. (2022). A research on the relationship of sustainability performance and financial performance. Journal of Selçuk University Social Sciences Vocational School, 25(2), 633-645. https://doi.org/10.29249/selcuksbmyd.1114641
  • Korkmaz, T. and Nur, T. (2023). The effect of ESG sustainability on firm performance: A view under size and age on BIST bank index firms. Journal of Research in Economics, Politics & Finance, 8(2), 208-223. https://doi.org/10.30784/epfad.1278491
  • Kulalı, G. (2022). Impacts of environmental, social and governance (ESG) performance on market value: The role of firm size. Eskişehir Osmangazi University Journal of Economics and Administrative Sciences, 17(3), 787-809. https://doi.org/10.17153/oguiibf.1098419
  • Legault, J. (1987). C.A. -score, a warning system for small business failures. Bilanas, 6, 29-31.
  • Levin, A., Lin, C.F. and Chu, C.S.J. (2002). Unit root tests in panel data: Asymptotic and finite-sample properties. Journal of Econometrics, 108, 1-24. https://doi.org/10.1016/S0304-4076(01)00098-7
  • Modigliani, F. and Pogue, G.A. (1973). An introduction to risk and return concepts and evidence (Financial Analysts Federation Working Paper No. 646-73). Retrieved from https://core.ac.uk/download/pdf/4379523.pdf
  • Niu, Y. (2016). An Analysis of e-commerce enterprises sustainable development and financing structure. Theoretical Economics Letters, 6(5), 1105-1114. https://doi.org/10.4236/tel.2016.65106
  • O’Brien, R.M. (2007). A caution regarding rules of thumb for variance inflation factors. Quality and Quantity, 41(5), 673-690. https://doi.org/10.1007/s11135-006-9018-6
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There are 59 citations in total.

Details

Primary Language English
Subjects Finance, Financial Forecast and Modelling, Financial Risk Management
Journal Section Makaleler
Authors

Fatih Güzyurdu 0009-0007-5549-4115

Serdar Yaman 0000-0002-8316-0805

Publication Date June 30, 2024
Submission Date February 5, 2024
Acceptance Date June 7, 2024
Published in Issue Year 2024 Volume: 9 Issue: 2

Cite

APA Güzyurdu, F., & Yaman, S. (2024). Exploring the Impacts of Financial Failure Risk on Sustainable Growth Policies: Evidence from the BIST Sustainability Index Companies. Ekonomi Politika Ve Finans Araştırmaları Dergisi, 9(2), 230-253. https://doi.org/10.30784/epfad.1431693