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Export investment under uncertainty: a mean-variance decision analysis for Indian manufacturing exporters

Author

Listed:
  • Subhadip Mukherjee
  • Soumyatanu Mukherjee
  • Tapas Mishra
  • Udo Broll

Abstract

This paper explores how much a domestic firm should optimally invest for facilitating export to the international market under uncertainty in nominal/spot exchange rate. We consider the presence of exogenous uncontrollable factors, influencing the fixed costs of exports and enhancing the uncertainty surrounding the exporting prospects. We categorise such additional randomness as a “background risk†, affecting the choice variable (i.e. investment) independent of the endogenous exchange rate risk. In this context, we apply a mean-variance decision-theoretic modelling approach to analyse a risk-averse firm’s optimal investment response to the changes in the distributions of the random spot exchange rate and of the background uncertainty, in terms of the relative trade-off between risk and return. Next, using an unbalanced panel data of 840 exporting Indian manufacturing firms over 17 years, we perform a structural estimation of the theoretical model, derived using a flexible utility function that incorporates all possible risk preferences, in order to demonstrate the key results in our model empirically. For this purpose, using fixed effects model and Heckman’s two-step estimation procedure, we empirically estimate firm-level mark-up(s), as proxy for firms’ risk-premium. This helps us to come up with the estimation of risk aversion elasticities in our context.

Suggested Citation

  • Subhadip Mukherjee & Soumyatanu Mukherjee & Tapas Mishra & Udo Broll, 2019. "Export investment under uncertainty: a mean-variance decision analysis for Indian manufacturing exporters," Discussion Papers 2019-18, University of Nottingham, GEP.
  • Handle: RePEc:not:notgep:2019-18
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    References listed on IDEAS

    as
    1. Mr. Jiandong Ju & Shang-Jin Wei, 2005. "Endowment Versus Finance: A Wooden Barrel Theory of International Trade," IMF Working Papers 2005/123, International Monetary Fund.
    2. Atanu Saha & C. Richard Shumway & Hovav Talpaz, 1994. "Joint Estimation of Risk Preference Structure and Technology Using Expo-Power Utility," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 76(2), pages 173-184.
    3. Broll, Udo & Guo, Xu & Welzel, Peter & Wong, Wing-Keung, 2015. "The banking firm and risk taking in a two-moment decision model," Economic Modelling, Elsevier, vol. 50(C), pages 275-280.
    4. Thomas Eichner & Andreas Wagener, 2004. "Relative risk aversion, relative prudence and comparative statics under uncertainty: The case of (μ, σ)‐preferences," Bulletin of Economic Research, Wiley Blackwell, vol. 56(2), pages 159-170, April.
    5. Viaene, Jean-Marie & Zilcha, Itzhak, 1998. "The Behavior of Competitive Exporting Firms under Multiple Uncertainty," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(3), pages 591-609, August.
    6. Kimball, Miles S, 1990. "Precautionary Saving in the Small and in the Large," Econometrica, Econometric Society, vol. 58(1), pages 53-73, January.
    7. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    8. Xiaoyong Dai & Liwei Cheng, 2018. "The impact of product innovation on firm-level markup and productivity: evidence from China," Applied Economics, Taylor & Francis Journals, vol. 50(42), pages 4570-4581, September.
    9. Jan De Loecker & Frederic Warzynski, 2012. "Markups and Firm-Level Export Status," American Economic Review, American Economic Association, vol. 102(6), pages 2437-2471, October.
    10. Broll, Udo & Eckwert, Bernhard, 2009. "Modelling information and hedging: the exporting firm," Dresden Discussion Paper Series in Economics 02/09, Technische Universität Dresden, Faculty of Business and Economics, Department of Economics.
    11. Fatma Lajeri-Chaherli, 2002. "More on Properness: The Case of Mean-Variance Preferences," The Geneva Risk and Insurance Review, Palgrave Macmillan;International Association for the Study of Insurance Economics (The Geneva Association), vol. 27(1), pages 49-60, June.
    12. Carlin, Wendy & Mayer, Colin, 2003. "Finance, investment, and growth," Journal of Financial Economics, Elsevier, vol. 69(1), pages 191-226, July.
    13. Eeckhoudt, Louis & Gollier, Christian & Schlesinger, Harris, 1996. "Changes in Background Risk and Risk-Taking Behavior," Econometrica, Econometric Society, vol. 64(3), pages 683-689, May.
    14. Thorsten Beck, 2003. "Financial Dependence and International Trade," Review of International Economics, Wiley Blackwell, vol. 11(2), pages 296-316, May.
    15. Kimball, Miles S, 1993. "Standard Risk Aversion," Econometrica, Econometric Society, vol. 61(3), pages 589-611, May.
    16. Eichner, Thomas & Wagener, Andreas, 2012. "Tempering effects of (dependent) background risks: A mean-variance analysis of portfolio selection," Journal of Mathematical Economics, Elsevier, vol. 48(6), pages 422-430.
    17. Saha, Atanu, 1997. "Risk Preference Estimation in the Nonlinear Mean Standard Deviation Approach," Economic Inquiry, Western Economic Association International, vol. 35(4), pages 770-782, October.
    18. Alma Cohen & Liran Einav, 2007. "Estimating Risk Preferences from Deductible Choice," American Economic Review, American Economic Association, vol. 97(3), pages 745-788, June.
    19. Broll, Udo & Eckwert, Bernhard, 2009. "Modelling information and hedging: The exporting firm," Economic Modelling, Elsevier, vol. 26(5), pages 974-977, September.
    20. Mallick, Sushanta & Marques, Helena, 2016. "Pricing strategy of emerging market exporters in alternate currency regimes: The role of comparative advantage," International Review of Economics & Finance, Elsevier, vol. 45(C), pages 68-81.
    21. Udo Broll & Soumyatanu Mukherjee & Rudra Sensarma, 2020. "Risk preferences estimation of exporting firms under exchange rate uncertainty," Scottish Journal of Political Economy, Scottish Economic Society, vol. 67(1), pages 126-136, February.
    22. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    23. Epstein, Larry G, 1985. "Decreasing Risk Aversion and Mean-Variance Analysis," Econometrica, Econometric Society, vol. 53(4), pages 945-961, July.
    24. Daniel A. Ackerberg & Kevin Caves & Garth Frazer, 2015. "Identification Properties of Recent Production Function Estimators," Econometrica, Econometric Society, vol. 83, pages 2411-2451, November.
    25. Davis, George K, 1989. "Income and Substitution Effects for Mean-Preserving Spreads," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 30(1), pages 131-136, February.
    26. Ormiston, Michael B & Schlee, Edward E, 2001. "Mean-Variance Preferences and Investor Behaviour," Economic Journal, Royal Economic Society, vol. 111(474), pages 849-861, October.
    27. Lars Tyge Nielsen & Fatma Lajeri, 2000. "Parametric characterizations of risk aversion and prudence," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 15(2), pages 469-476.
    28. Ju, Jiandong & Wei, Shang-Jin, 2011. "When is quality of financial system a source of comparative advantage?," Journal of International Economics, Elsevier, vol. 84(2), pages 178-187, July.
    29. Mallick, Sushanta & Marques, Helena, 2016. "Does quality differentiation matter in exporters' pricing behaviour? Comparing China and India," China Economic Review, Elsevier, vol. 40(C), pages 71-90.
    30. Meyer, Jack, 1987. "Two-moment Decision Models and Expected Utility Maximization," American Economic Review, American Economic Association, vol. 77(3), pages 421-430, June.
    31. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    32. Christian Schmidt & Udo Broll, 2009. "Real exchange-rate uncertainty and US foreign direct investment: an empirical analysis," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 145(3), pages 513-530, October.
    33. Udo Broll & Bernhard Eckwert, 1999. "Exchange Rate Volatility and International Trade," Southern Economic Journal, John Wiley & Sons, vol. 66(1), pages 178-185, July.
    34. Pratt, John W & Zeckhauser, Richard J, 1987. "Proper Risk Aversion," Econometrica, Econometric Society, vol. 55(1), pages 143-154, January.
    35. Petia Topalova & Amit Khandelwal, 2011. "Trade Liberalization and Firm Productivity: The Case of India," The Review of Economics and Statistics, MIT Press, vol. 93(3), pages 995-1009, August.
    36. Teresa Serra & David Zilberman & Barry K. Goodwin & Allen Featherstone, 2006. "Effects of decoupling on the mean and variability of output," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 33(3), pages 269-288, September.
    37. Gollier, Christian & Pratt, John W, 1996. "Risk Vulnerability and the Tempering Effect of Background Risk," Econometrica, Econometric Society, vol. 64(5), pages 1109-1123, September.
    38. Wagener, Andreas, 2002. "Prudence and risk vulnerability in two-moment decision models," Economics Letters, Elsevier, vol. 74(2), pages 229-235, January.
    39. Thomas Eichner & Andreas Wagener, 2009. "Multiple Risks and Mean-Variance Preferences," Operations Research, INFORMS, vol. 57(5), pages 1142-1154, October.
    40. Mallick, Sushanta & Marques, Helena, 2017. "Export prices, selection into exporting and market size: Evidence from China and India," International Business Review, Elsevier, vol. 26(6), pages 1034-1050.
    41. Aadil Nakhoda, 2018. "The impact of long-term secured loans on exports at the firm-level: The case of a developing country," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 27(5), pages 565-584, July.
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    Keywords

    Exchange rate risk; Background risk; Mark-up estimation; Risk aversion elasticities.;
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