IMPACT OF MACROECONOMIC FACTORS ON BUSINESS FAILURE: AN EMPIRICAL STUDY OF INDIAN COMPANIES

Authors

  • Ashley D’Souza Assistant Professor, Department of MBA, Vivekananda College of Engineering and Technology, Nehru Nagar, Puttur, Karnataka -574203, India
  • Dr. Chandrashekhar R Assistant Professor, Department of Business Administration, Mangalore University, Mangalagangothri, Karnataka-574199, India

DOI:

https://doi.org/10.29121/shodhkosh.v5.i6.2024.2918

Keywords:

Business Failure, Macroeconomic Variables, Indian Companies, Financial Distress, Bankruptcy, Liquidation, India

Abstract [English]

This study mainly aimed to analyze the impact of macroeconomic variables on business failures. The study considered inflation, GDP, foreign direct investment, government debt, and listed company data as dependent variables, and Return on Equity as an independent variable. For the study, data from 10 Indian listed companies were considered for the period from 2014 to 2020. The study uses a panel data regression method employing fixed-effect and random-effect models. The regression analysis provides a detailed examination of the relationship between Return on Equity (ROE) and several key economic indicators, shedding light on the intricate dynamics that shape profitability within the studied context. These findings suggest that the current model may not adequately capture the full range of determinants affecting profitability, thus showing that macroeconomic variables are notable in predicting business failures. Further research with more macroeconomic variables and modifications of the model is required to improve its prediction accuracy and explanatory depth, resulting in a more robust framework for understanding and analyzing ROE in the context of the study.

References

Altman, E. I. (1968). Financial Ratos, Discriminant Analysis and the Prediction of Corporate Bankruptcy. The Journal of Finance, 23(4), 589–609. DOI: https://doi.org/10.1111/j.1540-6261.1968.tb00843.x

Acosta-González, E., Rodríguez, F. F., & Ganga, H. (2017d). Predicting corporate financial failure using macroeconomic variables and accounting data. Computational Economics, 53(1), 227–257. https://doi.org/10.1007/s10614-017-9737-x DOI: https://doi.org/10.1007/s10614-017-9737-x

Ahmad, A. H., Daud, S. N. M., & Marzuki, A. (2009). Macroeconomic determinants of corporate failures in Malaysia. International Journal of Business and Management, 3(3). https://doi.org/10.5539/ijbm.v3n3p3 DOI: https://doi.org/10.5539/ijbm.v3n3p3

B. Wilkinson, “Predicting the risk of corporate failure for Australian NO. OF LISTED COMPANIES : A fresh approach using probability-based tri-dimensional modelling,” 2009.

Beaver, W. H. (1966). Financial Ratios as Predictors of Failure. Journal of Accounting Research, 4, 71–111. DOI: https://doi.org/10.2307/2490171

Bhattacharjee, A., Higson, C., Holly, S., & Kattuman, P. (2008). Macroeconomic instability and business exit: Determinants of failures and acquisitions of UK firms. Economica, 76(301), 108–131. https://doi.org/10.1111/j.1468-0335.2007.00662.x

Bhattacharjee, A., Higson, C., Holly, S., & Kattuman, P. (2008b). Macroeconomic instability and business exit: Determinants of failures and acquisitions of UK firms. Economica, 76(301), 108–131. https://doi.org/10.1111/j.1468-0335.2007.00662.x DOI: https://doi.org/10.1111/j.1468-0335.2007.00662.x

G. S. Senapathi Manjusha, “RBI Working Paper Series Modelling Corporate Sector Distress in India,” 2016.

Gualdi, S., Tarzia, M., Zamponi, F., & Bouchaud, J. (2015). Tipping points in macroeconomic agent-based models. Journal of Economic Dynamics and Control, 50, 29–61. https://doi.org/10.1016/j.jedc.2014.08.003 DOI: https://doi.org/10.1016/j.jedc.2014.08.003

Korol, T. (2017). Evaluation of the factors influencing business bankruptcy risk in Poland. e-Finanse, 13(2), 22–35. https://doi.org/10.1515/fiqf-2016-0020 DOI: https://doi.org/10.1515/fiqf-2016-0020

Korol, T., & Korodi, A. (2010). Predicting Bankruptcy with the Use of Macroeconomic Variables. Economic Computation and Economic Cybernetics Studies and Research/Academy of Economic Studies, 44, 201-219.

Liou, D., & Smith, M. (2006). Macroeconomic variables in the identification of financial distress. Social Science Research Network. https://doi.org/10.2139/ssrn.900284 DOI: https://doi.org/10.2139/ssrn.900284

Liu, J. (2004). Macroeconomic determinants of corporate failures: evidence from the UK. Applied Economics, 36(9), 939–945. https://doi.org/10.1080/0003684042000233168 DOI: https://doi.org/10.1080/0003684042000233168

Liu, J. (2009). Business failures and macroeconomic factors in the UK. Bulletin of Economic Research, 61(1), 47–72. https://doi.org/10.1111/j.1467-8586.2008.00294.x, DOI: https://doi.org/10.1111/j.1467-8586.2008.00294.x

Mare, D. S. (2015). Contribution of macroeconomic factors to the prediction of small bank failures. Journal of International Financial Markets, Institutions and Money, 39, 25–39. https://doi.org/10.1016/j.intfin.2015.05.005 DOI: https://doi.org/10.1016/j.intfin.2015.05.005

Mishra, A. K., Jain, S., Abid, M., & Manogna, R. L. (2020). Macro‐economic determinants of non‐performing assets in the Indian banking system: A panel data analysis. International Journal of Finance & Economics, 26(3), 3819–3834. https://doi.org/10.1002/ijfe.1989 DOI: https://doi.org/10.1002/ijfe.1989

Nam, C. W., Kim, T. S., Park, N. J., & Lee, H. K. (2008). Bankruptcy prediction using a discrete‐time duration model incorporating temporal and macroeconomic dependencies. Journal of Forecasting, 27(6), 493–506. https://doi.org/10.1002/for.985 DOI: https://doi.org/10.1002/for.985

Nouri, B. A., & Soltani, M. (2016). Designing a bankruptcy prediction model based on account, market and macroeconomic variables (Case Study: Cyprus Stock Exchange). Iranian Journal of Management Studies, 9(1), 125–147. https://doi.org/10.22059/ijms.2016.55038

Rezende, F. F., Da Silva Montezano, R. M., De Oliveira, F. N., & De Jesus Lameira, V. (2017). Predicting financial distress in publicly-traded companies. Revista Contabilidade & Finanças, 28(75), 390–406. https://doi.org/10.1590/1808-057x201704460 DOI: https://doi.org/10.1590/1808-057x201704460

Salman, A., Von Friedrichs Grängsjö, Y., & Shukur, G. (2011). The Determinants of failure of small manufacturing Firms: Assessing the Macroeconomic factors. International Business Research, 4(3). https://doi.org/10.5539/ibr.v4n3p22 DOI: https://doi.org/10.5539/ibr.v4n3p22

Sharabany, R. (2004). Business failures and macroeconomic risk factors. Jerusalem: Bank of Israel Research Department.

Shrivastava, A., Kumar, K., & Kumar, N. (2018). Business distress prediction using Bayesian logistic Model for Indian firms. Risks, 6(4), 113. https://doi.org/10.3390/risks6040113 DOI: https://doi.org/10.3390/risks6040113

Sun, J., Li, H., Huang, Q., & He, K. (2014). Predicting financial distress and corporate failure: A review from the state-of-the-art definitions, modeling, sampling, and featuring approaches. Knowledge-Based Systems, 57, 41–56. https://doi.org/10.1016/j.knosys.2013.12.006 DOI: https://doi.org/10.1016/j.knosys.2013.12.006

Tinoco, M. H., & Wilson, N. (2013). Financial distress and bankruptcy prediction among NO. OF LISTED COMPANIES using accounting, market and macroeconomic variables. International Review of Financial Analysis, 30, 394–419. https://doi.org/10.1016/j.irfa.2013.02.013 DOI: https://doi.org/10.1016/j.irfa.2013.02.013

Wadhwani, S. (1986). Inflation, bankruptcy, default premia and the stock market. The Economic Journal, 96(381), 120. https://doi.org/10.2307/2233429 DOI: https://doi.org/10.2307/2233429

Zaki, E., Bah, R., & Rao, A. (2011). Assessing probabilities of financial distress of banks in UAE. International Journal of Managerial Finance, 7(3), 304–320. https://doi.org/10.1108/17439131111144487 DOI: https://doi.org/10.1108/17439131111144487

Zmijweski, M. E. (1984). Methodological Issues Related to the Estimation of Financial Distress Prediction Models. Journal of Accounting Research, 22, 59–82. http://www.jstor.org/stable/2490859 DOI: https://doi.org/10.2307/2490859

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Published

2024-06-30

How to Cite

D’Souza, A., & R, C. (2024). IMPACT OF MACROECONOMIC FACTORS ON BUSINESS FAILURE: AN EMPIRICAL STUDY OF INDIAN COMPANIES. ShodhKosh: Journal of Visual and Performing Arts, 5(6), 2123–2130. https://doi.org/10.29121/shodhkosh.v5.i6.2024.2918