Research article

The impact of financial fragility on firm performance: an analysis of BIST companies

  • Received: 13 April 2020 Accepted: 19 May 2020 Published: 22 May 2020
  • JEL Codes: C33, E32, G32, G33, L25

  • This study analyzes the impact of financial fragility on firm performance through panel data regression models. In this context, financial fragility is represented by a selected set of nine different macroeconomic indicators as independent variables which are the real exchange rate of Turkish Lira, BIST 100 index, the ratios of short-term foreign debt to long-term foreign debt, exports to imports, short-term foreign debt to international reserves as well as the ratios of current account deficit, budget deficit, net public debt and private sector foreign debt to gross domestic product, respectively. In addition, firm performance is represented by the Altman Z-Score, EBT and share price of BIST companies as dependent variables. Integrating data from 4,193 observations of 492 diverse listed companies on Borsa Istanbul with coverage from 2005 to 2017, separate regression models were constituted for each firm performance construct with selected nine indicators of the given years. Empirical findings primarily suggested that a significant relationship existed between financial fragility and firm performance based on selected representative parameters. The main findings suggest that the change in the BIST 100 index can be concluded as the most influential indicator for firm performance in terms of profitability, bankruptcy risk and share price development. Moreover, fluctuations in the real exchange rate in one period may signal for changes in share prices in the coming period.

    Citation: Tolga Tuzcuoğlu. The impact of financial fragility on firm performance: an analysis of BIST companies[J]. Quantitative Finance and Economics, 2020, 4(2): 310-342. doi: 10.3934/QFE.2020015

    Related Papers:

  • This study analyzes the impact of financial fragility on firm performance through panel data regression models. In this context, financial fragility is represented by a selected set of nine different macroeconomic indicators as independent variables which are the real exchange rate of Turkish Lira, BIST 100 index, the ratios of short-term foreign debt to long-term foreign debt, exports to imports, short-term foreign debt to international reserves as well as the ratios of current account deficit, budget deficit, net public debt and private sector foreign debt to gross domestic product, respectively. In addition, firm performance is represented by the Altman Z-Score, EBT and share price of BIST companies as dependent variables. Integrating data from 4,193 observations of 492 diverse listed companies on Borsa Istanbul with coverage from 2005 to 2017, separate regression models were constituted for each firm performance construct with selected nine indicators of the given years. Empirical findings primarily suggested that a significant relationship existed between financial fragility and firm performance based on selected representative parameters. The main findings suggest that the change in the BIST 100 index can be concluded as the most influential indicator for firm performance in terms of profitability, bankruptcy risk and share price development. Moreover, fluctuations in the real exchange rate in one period may signal for changes in share prices in the coming period.


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    [1] Adjasi CK, Biekpe NB, Osei KA (2011) Stock Prices and Exchange Rate Dynamics in Selected African Countries: A Bivariate Analysis. Afr J Econ Manag Stud 2: 143-164.
    [2] Agostini M (2018) Corporate Financial Distress: Going Concern Evaluation in Both International and US Contexts, Cham: Springer International Publishing AG.
    [3] Ahumada AC, Budnevich CL (2002) Some Measures of Financial Fragility in the Chilean Banking System: An Early Warning Indicators Application. In: Hernandez, L., Hebbel, K.S., Banking, Financial Integration and International Crisis, Santiago: Central Bank of Chile, 175-197.
    [4] Akın F (2017) Türkiye ve Seçilmiş Balkan Ülkelerinde Makroekonomik Kırılganlık: Karşılaştırmalı Bir Analiz. Balkan ve Yakın Doğu Sosyal Bilimler Dergisi 03: 88-96.
    [5] Aklan NA, Çınar M, Akay HK (2015) Financial Stress and Economic Activity Relationship in Turkey: Post-2002 Period. Yönetim ve Ekonomi 22: 567-580.
    [6] Alam MM, Uddin MGS (2009) Relationship between Interest Rate and Stock Price: Empirical Evidence from Developed and Developing Countries. Int J Bus Manage 4: 43-51.
    [7] Allen WA, Wood G (2006) Defining and Achieving Financial Stability. J Financ Stab 2: 152-172. doi: 10.1016/j.jfs.2005.10.001
    [8] Altman EI (1968) Financial Ratios, Discriminant Analysis and the Prediction of Corporate Bankruptcy. J Financ 23: 589-609. doi: 10.1111/j.1540-6261.1968.tb00843.x
    [9] Altman EI (1983) Corporate Financial Distress, NY: Wiley InterScience.
    [10] Altman EI (2000) Predicting Financial Distress of Companies: Revisiting the Z-Score and Zeta® Models. Available from: http://pages.stern.nyu.edu/~ealtman/Zscores.pdf.
    [11] Altman EI, Hotchkiss E (2006) Corporate Financial Distress and Bankruptcy: Predict and Avoid Bankruptcy, Analyze and Invest in Distressed Debt, NJ: Wiley.
    [12] Amel D, Froeb L (1991) Do Firms Differ Much? J Ind Econ 39: 323-331. doi: 10.2307/2098523
    [13] Andreß HJ, Golsch K, Schmidt AW (2013) Applied Panel Data Analysis for Economic and Social Surveys, Springer Science & Business Media.
    [14] Aspachs O, Goodhart CAE, Tsomocos DP, et al. (2007) Towards a Measure of Financial Fragility. Ann Financ 3: 37-74. doi: 10.1007/s10436-006-0061-z
    [15] Aydeniz E (2009) Makroekonomik Göstergelerin Firmaların Finansal Performans Ölçütleri Üzerindeki Etkisinin Ölçülmesine Yönelik Bir Araştırma: IMKB'ye Kote Gıda ve İçecek İşletmeleri Üzerine bir Uygulama. Marmara Üniversitesi İİBF Dergisi 27: 263-277.
    [16] Bailey W, Chung YP (1995) Exchange Rate Fluctuations, Political Risk, and Stock Returns: Some Evidence from an Emerging Market. J Finan Quant Anal 30: 541-561. doi: 10.2307/2331276
    [17] Bain JS (1956) Barriers to New Competition, Cambridge: Harvard University Press.
    [18] Bain JS (1951) Relation of Profit Rate to Industry Concentration: American Manufacturing, 1936-1940. Q J Econ 65: 293-324. doi: 10.2307/1882217
    [19] Balakrishnan R, Danninger S, Elekdağ S, et al. (2009) The Transmission of Financial Stress from Advanced to Emerging Economies. IMF Working Paper, No. 09/133.
    [20] Barışık S, Demirel B (2014) Finansal Kırılganlık ve Türk Bankacılık Sektörü İçin 2002-2011 Dönemi Finansal Kırılganlık Endeksi. TİSK Akademi 16: 119-136.
    [21] Bartov E, Bodnar GM, Kaul A (1995) Exchange Rate Variability and the Riskiness of US Multinational Firms: Evidence from the Breakdown of the Bretton Woods System. NBER Working Paper w5323.
    [22] Baum CF, Caglayan M, Barkoulas JT (2001) Exchange Rate Uncertainty and Firm Profitability. J Macroecon 23: 565-576. doi: 10.1016/S0164-0704(01)00178-1
    [23] Bayraktar Y, Elüstü S (2016) Makroekonomik Kırılganlığın Ölçülmesi: Yükselen Piyasalar ve Türkiye İçin Karşılaştırmalı Bir Analiz. Uluslararası Emek ve Toplum Dergisi 5: 9-29.
    [24] Beck T, Demirgüç-Kunt A, Levine R (2006) Bank Concentration, Competition, and Crises: First Results. J Bank Financ 30: 1581-1603. doi: 10.1016/j.jbankfin.2005.05.010
    [25] Bernanke B, Gertler M (1990) Financial Fragility and Economic Performance. Q J Econ 105: 87-114. doi: 10.2307/2937820
    [26] Biørn E (2017) Econometrics of Panel Data, Methods and Applications, NY: Oxford University Press.
    [27] Boğa S (2017) Finansal Kırılganlıklar ve Uluslararası Sermaye Hareketleri: Gelişmekte Olan Ülkeler Üzerine Bir Analiz. Finansal Araştırmalar ve Çalışmalar Dergisi 9: 1-17.
    [28] Bölükbaşı ÖF, Ürkmez E, Karamustafa O (2018) Türk Bankacılık Sektörünün Kırılganlığı: Ampirik Bir Çalışma. Uluslararası İktisadi ve İdari İncelemeler Dergisi 11: 485-496.
    [29] Borsa Istanbul Historic and Reference Data Platform (2018a) Balance Sheets and Income Statements (2005-2008). Available from: https://datastore.borsaistanbul.com.
    [30] Borsa Istanbul Historic and Reference Data Platform (2018b) Daily Closing Prices and Trade Volumes (2005-2017). Available from: https://datastore.borsaistanbul.com.
    [31] Brealey RA, Myers SC, Marcus AJ (2001) Fundamentals of Corporate Finance, NY: McGraw-Hill.
    [32] Bülbül H, Akgül I (2018) Türkiye Finansal Stres Endeksi ve Markov Rejim Değişim Modeli ile Yüksek Stres Dönemlerinin Belirlenmesi. Eskişehir Osmangazi Üniversitesi İİBF Dergisi 13: 125-140.
    [33] Calomiris CW (1995) Financial Fragility: Issues and Policy Implications. In: Benink, H.A., Coping with Financial Fragility and Systemic Risk, Financial and Monetary Policy Studies, 30. NY: Springer Science+Business Media, 47-63.
    [34] Cameron K (1980) Critical Questions in Assessing Organizational Effectiveness. Organ Dyn 9: 66-80. doi: 10.1016/0090-2616(80)90041-8
    [35] Cardarelli R, Elekdağ S, Lall S (2009) Financial Stress, Downturns, and Recoveries. IMF Working Paper, No. 09/100.
    [36] Carton RB, Hofer CW (2007) Measuring Organizational Performance: Metrics for Entrepreneurship and Strategic Management Research, Cheltenham: Edward Elgar Publishing Limited.
    [37] Central Bank of the Republic of Turkey Electronic Data Delivery System (2018a) Borsa Istanbul (BIST) Trading Volume (Thousand TRY, Thousand Unit) (Business). Market Statistics. Available from: https://evds2.tcmb.gov.tr/index.php?/evds/serieMarket.
    [38] Central Bank of the Republic of Turkey Electronic Data Delivery System (2018b) Exchange Rates-CPI Based Real Effective Exchange Rate (2003 = 100). Exchange Rates. Available from: https://evds2.tcmb.gov.tr/index.php?/evds/serieMarket.
    [39] Central Bank of the Republic of Turkey Electronic Data Delivery System (2018c) Firms Statistics-Newly Established and Liquidated (TOBB). Production Statistics. Available from: https://evds2.tcmb.gov.tr/index.php?/evds/serieMarket.
    [40] Central Bank of the Republic of Turkey Electronic Data Delivery System (2018d) Gross External Debt (Treasury) (Million US Dollar) (Quarterly). External Debt. Available from: https://evds2.tcmb.gov.tr/index.php?/evds/serieMarket.
    [41] Central Bank of the Republic of Turkey Electronic Data Delivery System (2018e) International Reserves ($ Millions) (Monthly). Balance of Payments International Investment Position. Available from: https://evds2.tcmb.gov.tr/index.php?/evds/serieMarket.
    [42] Chadwick MG, Öztürk H (2018) Measuring Financial Systemic Stress for Turkey: A Search for the Best Composite Indicator. CBRT Working Paper, No. 18/16.
    [43] Chakravarthy BS (1986) Measuring Strategic Performance. Strategic Manage J 7: 437-458. doi: 10.1002/smj.4250070505
    [44] Cheang N, Choy I (2011) Aggregate Financial Stability Index for an Early Warning System. Macao Monetary Res Bull 21: 27-51.
    [45] Crockett A (1997) The Theory and Practice of Financial Stability. Essays in International Finance, 203(April), NJ: Princeton University Press.
    [46] Cubbin J, Geroski PA (1987) The Convergence of Profits in the Long Run: Inter-Firm and Inter-Industry Comparisons. J Ind Econ 35: 427-442. doi: 10.2307/2098581
    [47] Çakmak U (2013) Finansal Kırılganlık Endeksi (Türkiye 1989-2011) ve Yorumlar. Uludağ Üniversitesi İktisadi ve İdari Bilimler Dergisi 32: 239-260.
    [48] Çan H, Dinçsoy MO (2016) Kırılganlık Göstergeleri ve Kırılgan Beşli Ülkeleri Üzerine Bir İnceleme. Akademik Sosyal Araştırmalar Dergisi 4: 199-217.
    [49] Çevik Eİ, Dibooğlu S, Kenç T (2013) Measuring Financial Stress in Turkey. J Policy Model 35: 370-383. doi: 10.1016/j.jpolmod.2012.06.003
    [50] Davis EP (1995) Debt, Financial Fragility, and Systemic Risk, NY: Oxford University Press.
    [51] Degryse H, Elahi MA, Penas MF (2013) Determinants of Banking System Fragility: A Regional Perspective. European Central Bank Working Paper Series, No. 1567.
    [52] Demirel B, Barışık S, Karanfil N (2016) Türk Bankacılık Sektörü Kırılganlık Endeksini Belirleyen Faktörler. Bankacılar Dergisi 99: 16-36.
    [53] Demirgüç-Kunt A, Detragiache E (1998) Financial Liberalization and Financial Fragility. IMF Working Paper, No. WP/98/83.
    [54] Drucker P (1954) The Practice of Management, NY: Harper & Row.
    [55] Dumas B (1978) The Theory of the Trading Firm Revisited. J Finance 33: 1019-1030. doi: 10.1111/j.1540-6261.1978.tb02041.x
    [56] Durukan MB (1999) İstanbul Menkul Kıymetler Borsası'nda Makroekonomik Değişkenlerin Hisse Senedi Fiyatlarına Etkisi. İMKB Dergisi 3: 19-47.
    [57] Ekinci A (2013) Financial Stress Index for Turkey. J Doğuş Univ 14: 213-229.
    [58] Elekdağ S, Kanlı İB, Samancıoğlu Z, et al. (2010) Finansal Stres ve İktisadi Faaliyet. Cent Bank Rev 10: 1-8.
    [59] FED (2014) Monetary Policy Report. February 11, 2014. Available from: https://www.federalreserve.gov/monetarypolicy/files/20140211_mprfullreport.pdf.
    [60] Filho FF, Terra FHB, Conceição OAC (2010) The Financial Fragility Hypothesis Applied to the Public Sector: An Analysis for Brazil's Economy from 2000 to 2008. J Post Keynesian Ec 33: 151-168. doi: 10.2753/PKE0160-3477330108
    [61] Gadanecz B, Jayaram K (2009) Measures of Financial Stability-A Review. IFC Bull 31: 365-383.
    [62] Gao T (2000) Exchange Rate Movements and the Profitability of US Multinationals. J Int Money Financ 19: 117-134. doi: 10.1016/S0261-5606(99)00038-8
    [63] General Directorate of Budget and Fiscal Control (2018a) Economic Indicators (1950-2018). Available from: http://www.bumko.gov.tr/TR,7045/ekonomik-gostergeler-1950-2018.html.
    [64] General Directorate of Budget and Fiscal Control (2018b) Main Economic Figures (2000-2018). Available from: http://www.bumko.gov.tr/TR,7044/temel-ekonomik-buyuklukler-2000-2018.html.
    [65] González-Hermosillo B, Pazarbaşıoğlu C, Billings R (1996) Banking System Fragility: Likelihood versus Timing of Failure - An Application to the Mexican Financial Crisis. IMF Working Paper, No. WP/96/142.
    [66] Goodhart CAE, Sunirand P, Tsomocos DP (2006) A Model to Analyse Financial Fragility. Econ Theory 27: 107-142. doi: 10.1007/s00199-004-0572-7
    [67] Gujarati D (2011) Econometrics by Example, Basingstoke: Palgrave Macmillan.
    [68] Hakkio CS, Keeton WR (2009) Financial Stress: What Is It, How Can It Be Measured, and Why Does It Matter? Econ Rev 94: 5-50.
    [69] Helfert EA (1994) Techniques of Financial Analysis. Boston: Irwin.
    [70] Higgins RC (1995) Analysis for Financial Management. Boston: Irwin.
    [71] Hsiao C (2014) Analysis of Panel Data, NY: Cambridge University Press.
    [72] Jones L, Krause S (2007) Latin American Banking Fragility: An Assessment of the Role Played by Foreign Banks. Emory University Department of Economics Working Papers, No. 07-13.
    [73] Kaplan F, Yapraklı S (2014) Ekonomik Kırılganlık Endeksi Göstergelerinin Döviz Kuru Üzerindeki Etkileri: Kırılgan 12 Ülke Üzerine Panel Veri Analizi. Uluslararası Alanya İşletme Fakültesi Dergisi 6: 111-121.
    [74] Kaplan RS, Norton DP (1992) The Balanced Scorecard: Measures that Drive Performance. Harv Bus Rev, 71-79.
    [75] Karakurt B, Şentürk SH, Ela M (2015) Makro Ekonomik Kırılganlık: Türkiye ve Şangay Beşlisi Karşılaştırması. Yönetim ve Ekonomi Araştırmaları Dergisi 13: 283-307.
    [76] Karamustafa O, Karakaya A (2004) Enflasyonun Borsa Performansı Üzerindeki Etkisi. Kocaeli Üniversitesi Sosyal Bilimler Enstitüsü Dergisi 7: 23-35.
    [77] Kaya E, Kılınç A (2016) Türkiye için Finansal Sıkıntı Endeksinin Ölçümü ve Finansal Sıkıntı Endeksinin Reel Ekonomik Faaliyetler ile İlişkisi. Uluslararası Yönetim İktisat ve İşletme Dergisi 30: 402-413.
    [78] Kaymaz Ö, Kaymaz Ö, Sayar Z (2015) Corporate Financial Reporting and Performance: A New Approach, NY: Palgrave Macmillan.
    [79] Kessides IN (1986) Advertising, Sunk Costs, and Barriers to Entry. Rev Econ Stat 68: 84-95. doi: 10.2307/1924931
    [80] Kessides IN (1987) Do Firms Differ Much? Some Additional Evidence. Working Paper, Department of Economics, University of Maryland.
    [81] Kibritçioğlu A (2002) Excessive Risk-Taking, Banking Sector Fragility and Banking Crises. University of Illinois at Urbana-Champaign Working Paper, No. 02-0114.
    [82] Kibritçioğlu A (2003) Monitoring Banking Sector Fragility. Arab Bank Rev 5: 51-66.
    [83] Klemkosky RC (2013) Financial System Fragility. Bus Horiz 56: 675-683. doi: 10.1016/j.bushor.2013.07.005
    [84] Kliesen KL, Owyang MT, Vermann EK (2012) Disentangling Diverse Measures: A Survey of Financial Stress Indexes. Fed Reserve Bank St 94: 369-397.
    [85] Koller T, Goedhart M, Wessels D (2015) Valuation: Measuring and Managing the Value of Companies, NY: John Wiley & Sons.
    [86] Kyereboah-Coleman A, Agyire-Tettey KF (2008) Impact of Macroeconomic Indicators on Stock Market Performance: The case of the Ghana Stock Exchange. J Risk Financ 9: 365-378. doi: 10.1108/15265940810895025
    [87] Leon SM (2016) Financial Intelligence for Supply Chain Managers: Understand the Link between Operations and Corporate Financial Performance, NJ: Pearson.
    [88] Lu L (2009) Corporate Social Responsibility, Corporate Restructuring and Firm's Performance: Empirical Evidence from Chinese Enterprises, Berlin: Springer.
    [89] Mazumdar M (2013) Performance of Pharmaceutical Companies in India: A Critical Analysis of Industrial Structure, Firm Specific Resources, and Emerging Strategies. Berlin: Springer.
    [90] McGahan AM (1999) The Performance of US Corporations: 1981-1994. J Ind Econ 47: 373-398. doi: 10.1111/1467-6451.00105
    [91] Mete M, Pekmez G, Kıyançiçek C (2016) 2008 Finansal Krizinin Kırılgan Sekizliler Üzerindeki Etkisi: Teorik Bir İnceleme. Elektronik Sosyal Bilimler Dergisi 15: 689-709. doi: 10.17755/esosder.66526
    [92] Ministry of Treasury (2018) Public Net Debt Stock Statistics. Available from: https://www.hazine.gov.tr/kamu-finansmani-istatistikleri.
    [93] Minsky HP (1995) Financial Factors in the Economics of Capitalism. In: Benink, H.A., Coping with Financial Fragility and Systemic Risk. Financial and Monetary Policy Studies, 30, NY: Springer Science+Business Media, 3-14.
    [94] Montiel PJ (2011) Macroeconomics in Emerging Markets, NY: Cambridge University Press.
    [95] Murphy GB, Trailer JW, Hill RC (1996) Measuring Performance in Entrepreneurship Research. J Bus Res 36: 15-23. doi: 10.1016/0148-2963(95)00159-X
    [96] Naceur SB (2003) The Determinants of the Tunisian Banking Industry Profitability: Panel Evidence. Universite Libre de Tunis Working Papers 10/2003.
    [97] Öztürk H (2016) Türk Bankacılık Sektörünü Etkileyen Makro Ekonomik Faktörlerin Ampirik Analizi. Finans Politik ve Ekonomik Yorumlar 53: 11-29.
    [98] Öztürkler H, Göksel T (2013) Türkiye İçin Finansal Baskı Endeksi Oluşturulması. Türkiye Ekonomi Politikaları Araştırma Vakfı Politika Notu 201319: 1-8.
    [99] Pasiouras F, Kosmidou K (2007) Factors Influencing the Profitability of Domestic and Foreign Commercial Banks in the European Union. Res Int Bus Financ 21: 222-237. doi: 10.1016/j.ribaf.2006.03.007
    [100] Penman SH (2001) Financial Statement Analysis and Security Valuation, NY: McGraw-Hill.
    [101] Pesaran MH (2015) Time Series and Panel Data Econometrics, NY: Oxford University Press.
    [102] Pesola J (2005) Banking Fragility and Distress: An Econometric Study of Macroeconomic Determinants. Bank of Finland Research Discussion Papers, No. 13/2005.
    [103] Pesola J (2007) Financial Fragility, Macroeconomic Shocks and Banks' Loan Losses: Evidence from Europe. Bank of Finland Research Discussion Paper, No. 15/2007.
    [104] Pozzoli M, Paolone F (2017) Corporate Financial Distress: A Study of the Italian Manufacturing Industry, Springer.
    [105] Public Disclosure Platform (2018) Financial Statements (Annual) (2009-2017). Available from: https://www.kap.org.tr/.
    [106] Ratner I, Stein G, Weitnauer JC (2009) Business Valuation and Bankruptcy, NJ: John Wiley & Sons.
    [107] Rumelt RP, Schendel D, Teece DJ (1991) Strategic Management and Economics. Strategic Manage J 12: 5-29. doi: 10.1002/smj.4250121003
    [108] Saccomanni F (2008) Managing International Financial Instability: National Tamers versus Global Tigers, Cheltenham: Edward Elgar.
    [109] Saraçoğlu B, Sülkü SN (2016) Assessment of the Vulnerability of the Turkish Economy. J Appl Econ Bus Res 6: 17-35.
    [110] Scott JT, Pascoe G (1986) Beyond Firm and Industry Effects on Profitability in Imperfect Markets. Rev Econ Stat 68: 284-292. doi: 10.2307/1925508
    [111] Shapiro AC (1975) Exchange Rate Changes, Inflation, and the Value of the Multinational Corporation. J Financ 30: 485-502. doi: 10.1111/j.1540-6261.1975.tb01824.x
    [112] Sinapi C (2014) Revisiting the Washington Consensus Debate Today: A Theoretical Appraisal of International Institutions Prescriptions to Emerging Economies. In: Radonjić, O., Sinapi, C., Financial Instability and Economic Development in Emerging Markets: Controversies and Critical Issues, Journal of Social Sciences and Humanities 11: 29-52.
    [113] Singh TR (2010) Ordered Probit Model of Early Warning System for Predicting Financial Crisis in India. IFC Bull 34: 185-201.
    [114] Steers RM (1975) Problems in the Measurement of Organizational Effectiveness. Adm Sci Q, 546-557. doi: 10.2307/2392022
    [115] Şensoy A, Öztürk K, Hacıhasanoğlu E (2014) Constructing a Financial Fragility Index for Emerging Countries. Financ Res Lett 11: 410-419. doi: 10.1016/j.frl.2014.07.007
    [116] Taylor CR (1995) Global Financial Fragility and the Private Sector. In: Benink, H.A., Coping with Financial Fragility and Systemic Risk, Financial and Monetary Policy Studies, 30. NY: Springer Science+Business Media, 169-174.
    [117] Tunay KB (2009) Türk Bankacılık Sektöründe Rekabet ve Kırılganlık. Bankacılar Dergisi 68: 30-55.
    [118] Tuncay F, Cengiz H (2017) The Relationship between Corporate Profitability and Macroeconomic Indicators: Evidence from 500 Largest Industrial Organizations in Turkey. Int Bus Res 10: 87-95. doi: 10.5539/ibr.v10n9p87
    [119] Ural M, Balaylar NA (2007) Bankacılık Sektöründe Yüksek Risk Alımı ve Baskı İndeksleri. Finans Politik Ekonomik Yorumlar Dergisi 509: 47-57.
    [120] Varlık N, Varlık S (2016) Risk Algısının Türkiye'de Bankacılık Sektörüne Etkileri: Bankacılık Sağlamlık Endeksi İle Bir Değerlendirme. Yönetim ve Ekonomi 23: 545-563.
    [121] Venkatraman N, Ramanujam V (1986) Measurement of Business Performance in Strategy Research: A Comparison of Approaches. Acad Manag Rev 11: 801-814. doi: 10.5465/amr.1986.4283976
    [122] Venkatraman N, Ramanujam V (1987) Measurement of Business Economic Performance: An Examination of Method Convergence. J Manage 13: 109-122.
    [123] Verbeek M (2017) A Guide to Modern Econometrics, NJ: Wiley.
    [124] Wooldridge JM (2016) Introductory Econometrics, A Modern Approach, Boston: Cengage Learning.
    [125] Yurtoglu BB (2004) Persistence of Firm-Level Profitability in Turkey. Appl Econ 36: 615-625. doi: 10.1080/0003684042000217652
    [126] Zhang L, Altman EI, Yen J (2010) Corporate Financial Distress Diagnosis Model and Application in Credit Rating for Listing Firms in China. Front Comput Sci Chi 4: 220-236. doi: 10.1007/s11704-010-0505-5
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