IDEAS home Printed from https://ideas.repec.org/a/eee/finana/v90y2023ics1057521923004520.html
   My bibliography  Save this article

The effects of economic and financial shocks on private investment: A wavelet study of return and volatility spillovers

Author

Listed:
  • Chiranjivi, GVS
  • Sensarma, Rudra

Abstract

This paper examines the linkage between private investments and shocks in economic and financial indicators. Using data from India, we study the return and volatility spillovers from crude price, credit availability, real exchange rate, inflation, output gap, government spending, and economic policy uncertainty to private investments. We combine the ARMA-GARCH model with wavelet multiresolution analysis to capture the multiscale features of return and volatility spillovers among the time series. Our findings uncover spillovers in the time-scale decomposed series that are otherwise not observable in the original data, thereby throwing new light on the private investment-macroeconomic shock relationship. Private investment receives return spillovers from all variables at lower frequencies. Volatility spillovers from credit availability, exchange rate, output gap, and public investment exist at higher frequencies. The findings are robust to different forecast horizons, window sizes, frequency of data observation, and methodology of volatility extraction.

Suggested Citation

  • Chiranjivi, GVS & Sensarma, Rudra, 2023. "The effects of economic and financial shocks on private investment: A wavelet study of return and volatility spillovers," International Review of Financial Analysis, Elsevier, vol. 90(C).
  • Handle: RePEc:eee:finana:v:90:y:2023:i:c:s1057521923004520
    DOI: 10.1016/j.irfa.2023.102936
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1057521923004520
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.irfa.2023.102936?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Diebold, Francis X. & Yilmaz, Kamil, 2012. "Better to give than to receive: Predictive directional measurement of volatility spillovers," International Journal of Forecasting, Elsevier, vol. 28(1), pages 57-66.
    2. Steven N. Kaplan & Luigi Zingales, 1995. "Do Financing Constraints Explain Why Investment is Correlated with Cash Flow?," NBER Working Papers 5267, National Bureau of Economic Research, Inc.
    3. Francis X. Diebold & Kamil Yilmaz, 2009. "Measuring Financial Asset Return and Volatility Spillovers, with Application to Global Equity Markets," Economic Journal, Royal Economic Society, vol. 119(534), pages 158-171, January.
    4. Luigi Guiso & Giuseppe Parigi, 1999. "Investment and Demand Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(1), pages 185-227.
    5. 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.
    6. Rodrik, Dani, 1991. "Policy uncertainty and private investment in developing countries," Journal of Development Economics, Elsevier, vol. 36(2), pages 229-242, October.
    7. Nick Bloom & Stephen Bond & John Van Reenen, 2007. "Uncertainty and Investment Dynamics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(2), pages 391-415.
    8. Tiwari, Aviral Kumar & Dar, Arif Billah & Bhanja, Niyati, 2013. "Oil price and exchange rates: A wavelet based analysis for India," Economic Modelling, Elsevier, vol. 31(C), pages 414-422.
    9. 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.
    10. Zhengde Xiong & Lijun Han, 2015. "Volatility spillover effect between financial markets: evidence since the reform of the RMB exchange rate mechanism," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 1(1), pages 1-12, December.
    11. Pei-Fen Chen & Chien-Chiang Lee & Jhih-Hong Zeng, 2019. "Economic policy uncertainty and firm investment: evidence from the U.S. market," Applied Economics, Taylor & Francis Journals, vol. 51(31), pages 3423-3435, July.
    12. R?diger Bachmann & Steffen Elstner & Eric R. Sims, 2013. "Uncertainty and Economic Activity: Evidence from Business Survey Data," American Economic Journal: Macroeconomics, American Economic Association, vol. 5(2), pages 217-249, April.
    13. Pradyumna Dash, 2016. "The Impact of Public Investment on Private Investment: Evidence from India," Vikalpa: The Journal for Decision Makers, , vol. 41(4), pages 288-307, December.
    14. Kim Sangbae & In Francis Haeuck, 2003. "The Relationship Between Financial Variables and Real Economic Activity: Evidence From Spectral and Wavelet Analyses," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 7(4), pages 1-18, December.
    15. Phan, Dinh Hoang Bach & Tran, Vuong Thao & Nguyen, Dat Thanh, 2019. "Crude oil price uncertainty and corporate investment: New global evidence," Energy Economics, Elsevier, vol. 77(C), pages 54-65.
    16. Avinash K. Dixit & Robert S. Pindyck, 1994. "Investment under Uncertainty," Economics Books, Princeton University Press, edition 1, number 5474.
    17. Gupta, Rakesh & Guidi, Francesco, 2012. "Cointegration relationship and time varying co-movements among Indian and Asian developed stock markets," International Review of Financial Analysis, Elsevier, vol. 21(C), pages 10-22.
    18. Bahal, Girish & Raissi, Mehdi & Tulin, Volodymyr, 2018. "Crowding-out or crowding-in? Public and private investment in India," World Development, Elsevier, vol. 109(C), pages 323-333.
    19. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    20. Pesaran, H. Hashem & Shin, Yongcheol, 1998. "Generalized impulse response analysis in linear multivariate models," Economics Letters, Elsevier, vol. 58(1), pages 17-29, January.
    21. Rabeh Khalfaoui & M. Boutahar & H. Boubaker, 2015. "Analyzing volatility spillovers and hedging between oil and stock markets: Evidence from wavelet analysis," Post-Print hal-03797593, HAL.
    22. Gallegati, Marco & Ramsey, James B. & Semmler, Willi, 2014. "Interest rate spreads and output: A time scale decomposition analysis using wavelets," Computational Statistics & Data Analysis, Elsevier, vol. 76(C), pages 283-290.
    23. Tiwari, Aviral Kumar & Mutascu, Mihai Ioan & Albulescu, Claudiu Tiberiu, 2013. "The influence of the international oil prices on the real effective exchange rate in Romania in a wavelet transform framework," Energy Economics, Elsevier, vol. 40(C), pages 714-733.
    24. Pierre-Richard Agénor, 2002. "Monetary Policy under Flexible Exchange Rates: An Introduction to Inflation Targeting," Central Banking, Analysis, and Economic Policies Book Series, in: Norman Loayza & Raimundo Soto & Norman Loayza (Series Editor) & Klaus Schmidt-Hebbel (Series Editor) (ed.),Inflation Targeting: Desing, Performance, Challenges, edition 1, volume 5, chapter 3, pages 079-170, Central Bank of Chile.
    25. Bouri, Elie & Gupta, Rangan & Tiwari, Aviral Kumar & Roubaud, David, 2017. "Does Bitcoin hedge global uncertainty? Evidence from wavelet-based quantile-in-quantile regressions," Finance Research Letters, Elsevier, vol. 23(C), pages 87-95.
    26. Robert McDonald & Daniel Siegel, 1986. "The Value of Waiting to Invest," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 101(4), pages 707-727.
    27. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    28. Yilmaz, Kamil, 2010. "Return and volatility spillovers among the East Asian equity markets," Journal of Asian Economics, Elsevier, vol. 21(3), pages 304-313, June.
    29. Pindyck, Robert S, 1991. "Irreversibility, Uncertainty, and Investment," Journal of Economic Literature, American Economic Association, vol. 29(3), pages 1110-1148, September.
    30. James B. Ang, 2010. "Determinants Of Private Investment In Malaysia: What Causes The Postcrisis Slumps?," Contemporary Economic Policy, Western Economic Association International, vol. 28(3), pages 378-391, July.
    31. Abdur R. Chowdhury & Mark Wheeler, 2015. "The impact of output and exchange rate volatility on fixed private investment: evidence from selected G7 countries," Applied Economics, Taylor & Francis Journals, vol. 47(25), pages 2628-2641, May.
    32. Kilian, Lutz & Edelstein, Paul, 2007. "The Response of Business Fixed Investment to Changes in Energy Prices: A Test of Some Hypotheses About the Transmission of Ener," CEPR Discussion Papers 6507, C.E.P.R. Discussion Papers.
    33. Jorgenson, Dale W, 1971. "Econometric Studies of Investment Behavior: A Survey," Journal of Economic Literature, American Economic Association, vol. 9(4), pages 1111-1147, December.
    34. Kim, Youngju & Lee, Seohyun & Lim, Hyunjoon, 2023. "Uncertainty, credit and investment: Evidence from firm-bank matched data," Journal of Banking & Finance, Elsevier, vol. 154(C).
    35. Ramsey, James B. & Lampart, Camille, 1998. "Decomposition Of Economic Relationships By Timescale Using Wavelets," Macroeconomic Dynamics, Cambridge University Press, vol. 2(1), pages 49-71, March.
    36. Aivazian, Varouj A. & Ge, Ying & Qiu, Jiaping, 2005. "The impact of leverage on firm investment: Canadian evidence," Journal of Corporate Finance, Elsevier, vol. 11(1-2), pages 277-291, March.
    37. Jongwanich, Juthathip & Kohpaiboon, Archanun, 2008. "Private Investment: Trends and Determinants in Thailand," World Development, Elsevier, vol. 36(10), pages 1709-1724, October.
    38. Huang, Shian-Chang, 2011. "Wavelet-based multi-resolution GARCH model for financial spillover effects," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 81(11), pages 2529-2539.
    39. Bouri, Elie & Lucey, Brian & Saeed, Tareq & Vo, Xuan Vinh, 2020. "Extreme spillovers across Asian-Pacific currencies: A quantile-based analysis," International Review of Financial Analysis, Elsevier, vol. 72(C).
    40. Rua, António & Nunes, Luís C., 2009. "International comovement of stock market returns: A wavelet analysis," Journal of Empirical Finance, Elsevier, vol. 16(4), pages 632-639, September.
    41. Chan, Joshua C.C. & Grant, Angelia L., 2016. "Modeling energy price dynamics: GARCH versus stochastic volatility," Energy Economics, Elsevier, vol. 54(C), pages 182-189.
    42. Habibi, Hamidreza & Mohammadi, Hassan, 2022. "Return and volatility spillovers across the Western and MENA countries," The North American Journal of Economics and Finance, Elsevier, vol. 60(C).
    43. Aguiar-Conraria, Luís & Azevedo, Nuno & Soares, Maria Joana, 2008. "Using wavelets to decompose the time–frequency effects of monetary policy," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 387(12), pages 2863-2878.
    44. Tiwari, Aviral Kumar & Mutascu, Mihai & Andries, Alin Marius, 2013. "Decomposing time-frequency relationship between producer price and consumer price indices in Romania through wavelet analysis," Economic Modelling, Elsevier, vol. 31(C), pages 151-159.
    45. Zolfaghari, Mehdi & Ghoddusi, Hamed & Faghihian, Fatemeh, 2020. "Volatility spillovers for energy prices: A diagonal BEKK approach," Energy Economics, Elsevier, vol. 92(C).
    46. Sadath, Anver C. & Acharya, Rajesh H., 2015. "Effects of energy price rise on investment: Firm level evidence from Indian manufacturing sector," Energy Economics, Elsevier, vol. 49(C), pages 516-522.
    47. Edelstein Paul & Kilian Lutz, 2007. "The Response of Business Fixed Investment to Changes in Energy Prices: A Test of Some Hypotheses about the Transmission of Energy Price Shocks," The B.E. Journal of Macroeconomics, De Gruyter, vol. 7(1), pages 1-41, November.
    48. Huseyin Gulen & Mihai Ion, 2016. "Editor's Choice Policy Uncertainty and Corporate Investment," The Review of Financial Studies, Society for Financial Studies, vol. 29(3), pages 523-564.
    49. Khalfaoui, R. & Boutahar, M. & Boubaker, H., 2015. "Analyzing volatility spillovers and hedging between oil and stock markets: Evidence from wavelet analysis," Energy Economics, Elsevier, vol. 49(C), pages 540-549.
    50. Beckmann, Joscha & Czudaj, Robert, 2017. "Exchange rate expectations and economic policy uncertainty," European Journal of Political Economy, Elsevier, vol. 47(C), pages 148-162.
    51. Kadapakkam, Palani-Rajan & Kumar, P. C. & Riddick, Leigh A., 1998. "The impact of cash flows and firm size on investment: The international evidence," Journal of Banking & Finance, Elsevier, vol. 22(3), pages 293-320, March.
    52. Engle, Robert F, 1982. "Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation," Econometrica, Econometric Society, vol. 50(4), pages 987-1007, July.
    53. Koop, Gary & Pesaran, M. Hashem & Potter, Simon M., 1996. "Impulse response analysis in nonlinear multivariate models," Journal of Econometrics, Elsevier, vol. 74(1), pages 119-147, September.
    54. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Zhao, Lu-Tao & Liu, Hai-Yi & Chen, Xue-Hui, 2024. "How does carbon market interact with energy and sectoral stocks? Evidence from risk spillover and wavelet coherence," Journal of Commodity Markets, Elsevier, vol. 33(C).
    2. Li, Jia & Yang, Jianfei, 2024. "Financial shocks, investor sentiment, and heterogeneous firms’ output volatility: Evidence from credit asset securitization markets," Finance Research Letters, Elsevier, vol. 60(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Toh, Moau Yong & Zhang, Yongmin, 2022. "Bank capital and risk adjustment responses to economic uncertainty: Evidence from emerging Southeast Asian economies," Research in International Business and Finance, Elsevier, vol. 60(C).
    2. Ilyas, Muhammad & Khan, Aamir & Nadeem, Muhammad & Suleman, Muhammad Tahir, 2021. "Economic policy uncertainty, oil price shocks and corporate investment: Evidence from the oil industry," Energy Economics, Elsevier, vol. 97(C).
    3. Feng, Huiqun & Zhang, Jun & Guo, Na, 2023. "Time-varying linkages between energy and stock markets: Dynamic spillovers and driving factors," International Review of Financial Analysis, Elsevier, vol. 89(C).
    4. Nguyen, Thang & Cox, Joe & Rich, Judy, 2019. "Invest or regret? An empirical investigation into funding dynamics during the final days of equity crowdfunding campaigns," Journal of Corporate Finance, Elsevier, vol. 58(C), pages 784-803.
    5. Chang, Chong-Chuo & Chen, Hsien-Yi & Mon, Khin Thiri, 2024. "Impact of economic policy uncertainty on the firm's working capital requirements," Pacific-Basin Finance Journal, Elsevier, vol. 86(C).
    6. Joëts, Marc & Mignon, Valérie & Razafindrabe, Tovonony, 2017. "Does the volatility of commodity prices reflect macroeconomic uncertainty?," Energy Economics, Elsevier, vol. 68(C), pages 313-326.
    7. Gabriel P. Mathy, 2020. "How much did uncertainty shocks matter in the Great Depression?," Cliometrica, Springer;Cliometric Society (Association Francaise de Cliométrie), vol. 14(2), pages 283-323, May.
    8. Deng, Zhengxing & Hao, Yu, 2024. "Energy price uncertainty, environmental policy, and firm investment: A dynamic modeling approach," Energy Economics, Elsevier, vol. 130(C).
    9. Phan, Dinh Hoang Bach & Tran, Vuong Thao & Nguyen, Dat Thanh, 2019. "Crude oil price uncertainty and corporate investment: New global evidence," Energy Economics, Elsevier, vol. 77(C), pages 54-65.
    10. Long, Shaobo & Pei, Hongxia & Tian, Hao & Li, Fangfang, 2021. "Asymmetric impacts of economic policy uncertainty, capital cost, and raw material cost on China’s investment," Economic Analysis and Policy, Elsevier, vol. 72(C), pages 129-144.
    11. Maghyereh, Aktham & Abdoh, Hussein, 2020. "Asymmetric effects of oil price uncertainty on corporate investment," Energy Economics, Elsevier, vol. 86(C).
    12. Wei‐Fong Pan & James Reade & Shixuan Wang, 2022. "Measuring US regional economic uncertainty," Journal of Regional Science, Wiley Blackwell, vol. 62(4), pages 1149-1178, September.
    13. Ahsan Abbas & Eatzaz Ahmed & Fazal Husain, 2019. "Political and Economic Uncertainty and Investment Behaviour in Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 58(3), pages 307-331.
    14. Shams, Syed & Gunaskerage, Abeyratna & Velayutham, Eswaran, 2022. "Economic policy uncertainty and acquisition performance: Australian evidence," International Review of Economics & Finance, Elsevier, vol. 78(C), pages 286-308.
    15. Giovanni Pellegrino, 2021. "Uncertainty and monetary policy in the US: A journey into nonlinear territory," Economic Inquiry, Western Economic Association International, vol. 59(3), pages 1106-1128, July.
    16. de la Horra, Luis P. & Perote, Javier & de la Fuente, Gabriel, 2021. "Monetary policy and corporate investment: A panel-data analysis of transmission mechanisms in contexts of high uncertainty," International Review of Economics & Finance, Elsevier, vol. 75(C), pages 609-624.
    17. Nong, Huifu, 2021. "Have cross-category spillovers of economic policy uncertainty changed during the US–China trade war?," Journal of Asian Economics, Elsevier, vol. 74(C).
    18. Cui, Xue & Shibata, Takashi, 2017. "Investment strategies, reversibility, and asymmetric information," European Journal of Operational Research, Elsevier, vol. 263(3), pages 1109-1122.
    19. Guceri, Irem & Albinowski, Maciej, 2021. "Investment responses to tax policy under uncertainty," Journal of Financial Economics, Elsevier, vol. 141(3), pages 1147-1170.
    20. Masayuki Morikawa, 2016. "What Types of Policy Uncertainties Matter for Business?," Pacific Economic Review, Wiley Blackwell, vol. 21(5), pages 527-540, December.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:finana:v:90:y:2023:i:c:s1057521923004520. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/620166 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.