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Corporate Performance during Business Cycles: Evidence from Indian Manufacturing Firms

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  • M. A. Lagesh
  • Maram Srikanth
  • Debashis Acharya

Abstract

The present study is an attempt to assess the ‘probability of incurring loss’ of manufacturing firms in India during different phases of business cycles. We use data on a sample of 87 manufacturing companies for the period from 2002 to 2014 (comprising 1131 firm years). We use the panel logit model with the dependent variable derived from the return on assets to empirically test the hypothesis. Besides, we use firm-specific variables and macroeconomic variables as independent variables in the model. Firm-specific variables, namely size of the firm and interest coverage ratio and macroeconomic variables namely exchange rate, bank credit, inflation, interest rate and index of industrial production are statistically significant in predicting the probability of incurring loss of the firms during the study period. The results are important for investors, corporate houses, managers, lenders, policymakers and the research community as business cycles have a visible impact on all functional areas of an organization. Our study assumes significance because of the importance of macroeconomic variables in the strategic decision-making of the corporate sector in general and manufacturing firms in particular.

Suggested Citation

  • M. A. Lagesh & Maram Srikanth & Debashis Acharya, 2018. "Corporate Performance during Business Cycles: Evidence from Indian Manufacturing Firms," Global Business Review, International Management Institute, vol. 19(5), pages 1261-1274, October.
    • Handle: RePEc:sae:globus:v:19:y:2018:i:5:p:1261-1274
    DOI: 10.1177/0972150918788740
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    as
    1. Mark Gertler & Simon Gilchrist, 1994. "Monetary Policy, Business Cycles, and the Behavior of Small Manufacturing Firms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(2), pages 309-340.
    2. Primoz Dolenc & Andraz Grum & Suzana Laporsek, 2012. "The Effect Of Financial/Economic Crisis On Firm Performance In Slovenia - A Micro Level, Difference-In-Differences Approach," Montenegrin Journal of Economics, Economic Laboratory for Transition Research (ELIT), vol. 8(2), pages 207-222.
    3. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    4. Hunter, John & Isachenkova, Natalia, 2006. "Aggregate economy risk and company failure: An examination of UK quoted firms in the early 1990s," Journal of Policy Modeling, Elsevier, vol. 28(8), pages 911-919, November.
    5. Stewart C. Myers & Nicholas S. Majluf, 1984. "Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have," NBER Working Papers 1396, National Bureau of Economic Research, Inc.
    6. Hossein Asgharian, 2003. "Are highly leveraged firms more sensitive to an economic downturn?," The European Journal of Finance, Taylor & Francis Journals, vol. 9(3), pages 219-241.
    7. Bhattacharjee Arnab & Higson Christopher & Holly Sean & Kattuman Paul, 2009. "Macroeconomic Instability and Corporate Failure: The Role of the Legal System," Review of Law & Economics, De Gruyter, vol. 5(1), pages 1-32, January.
    8. Altman, Edward I, 1971. "Railroad Bankruptcy Propensity," Journal of Finance, American Finance Association, vol. 26(2), pages 333-345, May.
    9. Albert Park & Dean Yang & Xinzheng Shi & Yuan Jiang, 2010. "Exporting and Firm Performance: Chinese Exporters and the Asian Financial Crisis," The Review of Economics and Statistics, MIT Press, vol. 92(4), pages 822-842, November.
    10. Lennox, Clive, 1999. "Identifying failing companies: a re-evaluation of the logit, probit and DA approaches," Journal of Economics and Business, Elsevier, vol. 51(4), pages 347-364, July.
    11. Teresa C Fort & John Haltiwanger & Ron S Jarmin & Javier Miranda, 2013. "How Firms Respond to Business Cycles: The Role of Firm Age and Firm Size," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 61(3), pages 520-559, August.
    12. Levy, Amnon & Bar-niv, Ran, 1987. "Macroeconomic aspects of firm bankruptcy analysis," Journal of Macroeconomics, Elsevier, vol. 9(3), pages 407-415.
    13. Valentin Dimitrov & Sheri Tice, 2006. "Corporate Diversification and Credit Constraints: Real Effects across the Business Cycle," The Review of Financial Studies, Society for Financial Studies, vol. 19(4), pages 1465-1498.
    14. Young, Garry, 1995. "Company Liquidations, Interest Rates and Debt," The Manchester School of Economic & Social Studies, University of Manchester, vol. 63(0), pages 57-69, Suppl..
    15. Izan, H. Y., 1984. "Corporate distress in Australia," Journal of Banking & Finance, Elsevier, vol. 8(2), pages 303-320, June.
    16. Philip Bunn & Victoria Redwood, 2003. "Company accounts based modelling of business failures and the implications for financial stability," Bank of England working papers 210, Bank of England.
    17. Timothy Dunne & Mark J. Roberts & Larry Samuelson, 1989. "The Growth and Failure of U. S. Manufacturing Plants," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 104(4), pages 671-698.
    18. Luigi Zingales, "undated". "Survival of the Fittest or the Fattest? Exit and Financing in the Trucking Industry," CRSP working papers 336, Center for Research in Security Prices, Graduate School of Business, University of Chicago.
    19. Lambrecht, Bart M, 2001. "The Impact of Debt Financing on Entry and Exit in a Duopoly," The Review of Financial Studies, Society for Financial Studies, vol. 14(3), pages 765-804.
    20. Wadhwani, Sushil B, 1986. "Inflation, Bankruptcy, Default Premia and the Stock Market," Economic Journal, Royal Economic Society, vol. 96(381), pages 120-138, March.
    21. Beaver, Wh, 1966. "Financial Ratios As Predictors Of Failure," Journal of Accounting Research, Wiley Blackwell, vol. 4, pages 71-111.
    22. Kumar, Rajiv & Vashisht, Pankaj, 2009. "The Global Economic Crisis: Impact on India and Policy Responses," ADBI Working Papers 164, Asian Development Bank Institute.
    23. Sunti Tirapat & Aekkachai Nittayagasetwat, 1999. "An Investigation of Thai Listed Firms' Financial Distress Using Macro and Micro Variables," Multinational Finance Journal, Multinational Finance Journal, vol. 3(2), pages 103-125, June.
    24. Olivier Jean Blanchard & Stanley Fischer, 1989. "Lectures on Macroeconomics," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262022834, April.
    25. Pearce II, John A. & Michael, Steven C., 2006. "Strategies to prevent economic recessions from causing business failure," Business Horizons, Elsevier, vol. 49(3), pages 201-209.
    26. Opler, Tim C & Titman, Sheridan, 1994. "Financial Distress and Corporate Performance," Journal of Finance, American Finance Association, vol. 49(3), pages 1015-1040, July.
    27. Briance Mascarenhas & David A. Aaker, 1989. "Mobility barriers and strategic groups," Strategic Management Journal, Wiley Blackwell, vol. 10(5), pages 475-485, September.
    28. Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, September.
    29. Andrew Benito & Francisco Javier Delgado & Jorge Martínez Pagés, 2004. "A synthetic indicator of financial pressure for spanish firms," Working Papers 0411, Banco de España.
    30. Ajit Singh & Geoffrey Whittington, 1975. "The Size and Growth of Firms," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 42(1), pages 15-26.
    31. Marc Deloof, 2003. "Does Working Capital Management Affect Profitability of Belgian Firms?," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 30(3‐4), pages 573-588, April.
    32. Marc Deloof, 2003. "Does Working Capital Management Affect Profitability of Belgian Firms?," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 30(3-4), pages 573-588.
    33. Edward I. Altman, 1968. "The Prediction Of Corporate Bankruptcy: A Discriminant Analysis," Journal of Finance, American Finance Association, vol. 23(1), pages 193-194, March.
    34. Ohlson, Ja, 1980. "Financial Ratios And The Probabilistic Prediction Of Bankruptcy," Journal of Accounting Research, Wiley Blackwell, vol. 18(1), pages 109-131.
    35. Amemiya, Takeshi, 1981. "Qualitative Response Models: A Survey," Journal of Economic Literature, American Economic Association, vol. 19(4), pages 1483-1536, December.
    36. Bernanke, Ben S, 1983. "The Determinants of Investment: Another Look," American Economic Review, American Economic Association, vol. 73(2), pages 71-75, May.
    37. Milton Friedman & Anna J. Schwartz, 1963. "A Monetary History of the United States, 1867–1960," NBER Books, National Bureau of Economic Research, Inc, number frie63-1.
    38. Bernanke, Ben S, 1983. "Nonmonetary Effects of the Financial Crisis in Propagation of the Great Depression," American Economic Review, American Economic Association, vol. 73(3), pages 257-276, June.
    39. Victor Zarnowitz, 1997. "Business Cycles Observed and Assessed: Why and How They Matter," NBER Working Papers 6230, National Bureau of Economic Research, Inc.
    40. Beaver, Wh, 1966. "Financial Ratios As Predictors Of Failure - Reply," Journal of Accounting Research, Wiley Blackwell, vol. 4, pages 123-127.
    41. Victor Zarnowitz, 1999. "Theory and History behind Business Cycles: Are the 1990s the Onset of a Golden Age?," Journal of Economic Perspectives, American Economic Association, vol. 13(2), pages 69-90, Spring.
    42. Agustinus, Prasetyantoko & Rachmadi, Parmono, 2008. "Determinants of Corporate Performance of Listed Companies in Indonesia," MPRA Paper 6777, University Library of Munich, Germany.
    43. repec:bla:jfinan:v:53:y:1998:i:3:p:905-938 is not listed on IDEAS
    44. Frydman, Halina & Altman, Edward I & Kao, Duen-Li, 1985. "Introducing Recursive Partitioning for Financial Classification: The Case of Financial Distress," Journal of Finance, American Finance Association, vol. 40(1), pages 269-291, March.
    45. Jandik, Tomas & Makhija, Anil K., 2005. "Debt, debt structure and corporate performance after unsuccessful takeovers: evidence from targets that remain independent," Journal of Corporate Finance, Elsevier, vol. 11(5), pages 882-914, October.
    46. Geroski, P. A. & Gregg, P., 1996. "What makes firms vulnerable to recessionary pressures?," European Economic Review, Elsevier, vol. 40(3-5), pages 551-557, April.
    47. Victor Zarnowitz, 1999. "Theory and History Behind Business Cycles: Are the 1990s the Onset of a Golden Age?," NBER Working Papers 7010, National Bureau of Economic Research, Inc.
    48. Caballero, Ricardo J & Hammour, Mohamad L, 1994. "The Cleansing Effect of Recessions," American Economic Review, American Economic Association, vol. 84(5), pages 1350-1368, December.
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