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China's monetary policy framework and global commodity prices

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  • Hammoudeh, Shawkat
  • Nguyen, Duc Khuong
  • Sousa, Ricardo M.

Abstract

This paper examines the effects of China's monetary policy on global commodity prices over the quarterly period 1996:Q1–2021:Q4. Using a Bayesian Structural VAR model, we evaluate the impact of interest rate shocks (as a price rule) and shocks to the monetary aggregate (M2) (as a quantity rule) on those commodity prices. Our main findings are fourfold. First, a positive interest rate shock has a negative and persistent effect on commodity prices, with beverages and metals commodity prices falling the most in response to such shock. Second, a positive shock to the growth rate of M2 has a strong impact on the prices of non-fuel commodities, agricultural raw materials, and metals. Still, the highly volatile food and fuel (energy) commodity prices are less affected. Third, while both the growth rate of M2 and the interest rate seem relevant macroeconomic stabilizers, the quantity instrument appears more effective than the price instrument in explaining commodity prices. Finally, while interest rate hikes are linked with a persistent rise in world uncertainty, monetary expansions lead to a long-lived fall in this variable. All in all, our study provides new evidence about the impact of China's monetary policy on global commodity prices using a rich dataset and an econometric setup that accounts for uncertainty.

Suggested Citation

  • Hammoudeh, Shawkat & Nguyen, Duc Khuong & Sousa, Ricardo M., 2024. "China's monetary policy framework and global commodity prices," Energy Economics, Elsevier, vol. 138(C).
  • Handle: RePEc:eee:eneeco:v:138:y:2024:i:c:s0140988324004754
    DOI: 10.1016/j.eneco.2024.107767
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    as
    1. Sousa, Ricardo M., 2010. "Housing wealth, financial wealth, money demand and policy rule: Evidence from the euro area," The North American Journal of Economics and Finance, Elsevier, vol. 21(1), pages 88-105, March.
    2. Agnello, Luca & Castro, Vítor & Sousa, Ricardo M., 2012. "How does fiscal policy react to wealth composition and asset prices?," Journal of Macroeconomics, Elsevier, vol. 34(3), pages 874-890.
    3. Peersman, Gert & Rüth, Sebastian K. & Van der Veken, Wouter, 2021. "The interplay between oil and food commodity prices: Has it changed over time?," Journal of International Economics, Elsevier, vol. 133(C).
    4. Amanda S. Thomson & Peter M. Summers, 2012. "The Effect of Monetary Policy on Real Commodity Prices: A Re-examination," Journal of Economic Insight, Missouri Valley Economic Association, vol. 38(1), pages 1-21.
    5. Smales, L.A., 2017. "Commodity market volatility in the presence of U.S. and Chinese macroeconomic news," Journal of Commodity Markets, Elsevier, vol. 7(C), pages 15-27.
    6. Christiano, Lawrence J & Eichenbaum, Martin & Evans, Charles, 1996. "The Effects of Monetary Policy Shocks: Evidence from the Flow of Funds," The Review of Economics and Statistics, MIT Press, vol. 78(1), pages 16-34, February.
    7. Browne, Frank & Cronin, David, 2010. "Commodity prices, money and inflation," Journal of Economics and Business, Elsevier, vol. 62(4), pages 331-345, July.
    8. Leeper, Eric M. & Zha, Tao, 2003. "Modest policy interventions," Journal of Monetary Economics, Elsevier, vol. 50(8), pages 1673-1700, November.
    9. Christopher L. Gilbert, 2010. "How to Understand High Food Prices," Journal of Agricultural Economics, Wiley Blackwell, vol. 61(2), pages 398-425, June.
    10. Wu, Bi-Bo, 2021. "The dynamics of oil on China’s commodity sectors: What can we learn from a quantile perspective?," Journal of Commodity Markets, Elsevier, vol. 23(C).
    11. Jens H. E. Christensen & Glenn D. Rudebusch, 2016. "Modeling Yields at the Zero Lower Bound: Are Shadow Rates the Solution?," Advances in Econometrics, in: Dynamic Factor Models, volume 35, pages 75-125, Emerald Group Publishing Limited.
    12. Sophie Brana & Stéphanie Prat & Marie-Louise Djibenou, 2012. "Global excess liquidity and asset prices in emerging countries: a pvar approach Abstract : The overly accommodating monetary policy is often accused of creating surplus liquidity and bubbles on the as," Larefi Working Papers 201203, Larefi, Université Bordeaux 4.
    13. Klotz, Philipp & Lin, Tsoyu Calvin & Hsu, Shih-Hsun, 2014. "Global commodity prices, economic activity and monetary policy: The relevance of China," Resources Policy, Elsevier, vol. 42(C), pages 1-9.
    14. Humphreys, David, 2010. "The great metals boom: A retrospective," Resources Policy, Elsevier, vol. 35(1), pages 1-13, March.
    15. Hammoudeh, Shawkat & Nguyen, Duc Khuong & Sousa, Ricardo M., 2015. "US monetary policy and sectoral commodity prices," Journal of International Money and Finance, Elsevier, vol. 57(C), pages 61-85.
    16. Shaobo Long & Mengxue Zhang & Keaobo Li & Shuyu Wu, 2021. "Do the RMB exchange rate and global commodity prices have asymmetric or symmetric effects on China’s stock prices?," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-21, December.
    17. Gilbert, Christopher L, 1990. "Primary Commodity Prices and Inflation," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 6(4), pages 77-99, Winter.
    18. Hites Ahir & Nicholas Bloom & Davide Furceri, 2022. "The world uncertainty index," POID Working Papers 031, Centre for Economic Performance, LSE.
    19. Jeffrey A. Frankel, 1984. "Commodity Prices and Money: Lessons from International Finance," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 66(5), pages 560-566.
    20. Jorge Miranda-Pinto & Mr. Andrea Pescatori & Ervin Prifti & Guillermo Verduzco-Bustos, 2023. "Monetary Policy Transmission through Commodity Prices," IMF Working Papers 2023/215, International Monetary Fund.
    21. Jing Cynthia Wu & Fan Dora Xia, 2016. "Measuring the Macroeconomic Impact of Monetary Policy at the Zero Lower Bound," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 48(2-3), pages 253-291, March.
    22. Ratti, Ronald A. & Vespignani, Joaquin L., 2015. "Commodity prices and BRIC and G3 liquidity: A SFAVEC approach," Journal of Banking & Finance, Elsevier, vol. 53(C), pages 18-33.
    23. Slade, Margaret E., 1982. "Trends in natural-resource commodity prices: An analysis of the time domain," Journal of Environmental Economics and Management, Elsevier, vol. 9(2), pages 122-137, June.
    24. Christopher A. Sims & Tao Zha, 1999. "Error Bands for Impulse Responses," Econometrica, Econometric Society, vol. 67(5), pages 1113-1156, September.
    25. Brana, Sophie & Djigbenou, Marie-Louise & Prat, Stéphanie, 2012. "Global excess liquidity and asset prices in emerging countries: A PVAR approach," Emerging Markets Review, Elsevier, vol. 13(3), pages 256-267.
    26. Christopher A. Sims & Tao Zha, 2006. "Were There Regime Switches in U.S. Monetary Policy?," American Economic Review, American Economic Association, vol. 96(1), pages 54-81, March.
    27. Krippner, Leo, 2013. "Measuring the stance of monetary policy in zero lower bound environments," Economics Letters, Elsevier, vol. 118(1), pages 135-138.
    28. Luca Agnello & Vitor Castro & Fredj Jawadi & Ricardo M. Sousa, 2020. "How does monetary policy respond to the dynamics of the shadow banking sector?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 25(2), pages 228-247, April.
    29. Jawadi Fredj & Mallick Sushanta K. & Sousa Ricardo M., 2014. "Fiscal policy in the BRICs," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 18(2), pages 201-215, April.
    30. Belke, Ansgar & Bordon, Ingo G. & Volz, Ulrich, 2013. "Effects of Global Liquidity on Commodity and Food Prices," World Development, Elsevier, vol. 44(C), pages 31-43.
    31. Byrne Kaulu, 2021. "Effects of crude oil prices on copper and maize prices," Future Business Journal, Springer, vol. 7(1), pages 1-15, December.
    32. Beckmann, Joscha & Czudaj, Robert, 2013. "Gold as an inflation hedge in a time-varying coefficient framework," The North American Journal of Economics and Finance, Elsevier, vol. 24(C), pages 208-222.
    33. Belke, Ansgar H. & Bordon, Ingo G. & Hendricks, Torben W., 2014. "Monetary policy, global liquidity and commodity price dynamics," The North American Journal of Economics and Finance, Elsevier, vol. 28(C), pages 1-16.
    34. Agnello, Luca & Castro, Vítor & Hammoudeh, Shawkat & Sousa, Ricardo M., 2020. "Global factors, uncertainty, weather conditions and energy prices: On the drivers of the duration of commodity price cycle phases," Energy Economics, Elsevier, vol. 90(C).
    35. Mr. Shaun K. Roache, 2012. "China's Impacton World Commodity Markets," IMF Working Papers 2012/115, International Monetary Fund.
    36. Lawrence J. Christiano & Martin Eichenbaum & Charles L. Evans, 2005. "Nominal Rigidities and the Dynamic Effects of a Shock to Monetary Policy," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 1-45, February.
    37. Lutz Kilian, 2009. "Not All Oil Price Shocks Are Alike: Disentangling Demand and Supply Shocks in the Crude Oil Market," American Economic Review, American Economic Association, vol. 99(3), pages 1053-1069, June.
    38. Mallick, Sushanta K. & Sousa, Ricardo M., 2012. "Real Effects Of Monetary Policy In Large Emerging Economies," Macroeconomic Dynamics, Cambridge University Press, vol. 16(S2), pages 190-212, September.
    39. Pindyck, Robert S & Rotemberg, Julio J, 1990. "The Excess Co-movement of Commodity Prices," Economic Journal, Royal Economic Society, vol. 100(403), pages 1173-1189, December.
    40. Jo, Yonghwan & Kim, Jihee & Santos, Francisco, 2022. "The impact of liquidity risk in the Chinese banking system on the global commodity markets," Journal of Empirical Finance, Elsevier, vol. 66(C), pages 23-50.
    41. Marco J. Lombardi & Feng Zhu, 2018. "A Shadow Policy Rate to Calibrate U.S. Monetary Policy at the Zero Lower Bound," International Journal of Central Banking, International Journal of Central Banking, vol. 14(5), pages 305-346, December.
    42. Yang, Jinyu & Dong, Dayong & Liang, Chao & Cao, Yang, 2024. "Monetary policy uncertainty and the price bubbles in energy markets," Energy Economics, Elsevier, vol. 133(C).
    43. Sims, Christopher A. & Zha, Tao, 2006. "Does Monetary Policy Generate Recessions?," Macroeconomic Dynamics, Cambridge University Press, vol. 10(2), pages 231-272, April.
    44. Hung, Ngo Thai, 2021. "Oil prices and agricultural commodity markets: Evidence from pre and during COVID-19 outbreak," Resources Policy, Elsevier, vol. 73(C).
    45. Nasim, Asma & Ullah, Subhan & Kim, Ja Ryong & Hameed, Affan, 2023. "Energy shocks and bank efficiency in emerging economies," Energy Economics, Elsevier, vol. 126(C).
    46. Zhang, Yongmin & Ding, Shusheng, 2021. "Liquidity effects on price and return co-movements in commodity futures markets," International Review of Financial Analysis, Elsevier, vol. 76(C).
    47. Nasir, Muhammad Ali, 2021. "Zero Lower Bound and negative interest rates: Choices for monetary policy in the UK," Journal of Policy Modeling, Elsevier, vol. 43(1), pages 200-229.
    48. Libo Yin & Liyan Han, 2016. "Macroeconomic impacts on commodity prices: China vs. the United States," Quantitative Finance, Taylor & Francis Journals, vol. 16(3), pages 489-500, March.
    49. Burdekin, Richard C.K. & Siklos, Pierre L., 2008. "What has driven Chinese monetary policy since 1990? Investigating the People's bank's policy rule," Journal of International Money and Finance, Elsevier, vol. 27(5), pages 847-859, September.
    50. Jeffrey A. Frankel, 2008. "The Effect of Monetary Policy on Real Commodity Prices," NBER Chapters, in: Asset Prices and Monetary Policy, pages 291-333, National Bureau of Economic Research, Inc.
    51. Ding, Hao & Ji, Qiang & Ma, Rufei & Zhai, Pengxiang, 2022. "High-carbon screening out: A DCC-MIDAS-climate policy risk method," Finance Research Letters, Elsevier, vol. 47(PA).
    52. Sushanta Mallick, 2006. "Policy instruments to avoid output collapse: an optimal control model for India," Applied Financial Economics, Taylor & Francis Journals, vol. 16(10), pages 761-776.
    53. Batten, Jonathan A. & Ciner, Cetin & Lucey, Brian M., 2010. "The macroeconomic determinants of volatility in precious metals markets," Resources Policy, Elsevier, vol. 35(2), pages 65-71, June.
    54. Zhang, Yongmin & Ding, Shusheng & Scheffel, Eric M., 2019. "A key determinant of commodity price Co-movement: The role of daily market liquidity," Economic Modelling, Elsevier, vol. 81(C), pages 170-180.
    55. Sun, Zesheng & Sun, Bianxia & Lin, Sharon X., 2013. "The impact of monetary liquidity on Chinese aluminum prices," Resources Policy, Elsevier, vol. 38(4), pages 512-522.
    56. Qiang Ji & Dayong Zhang & Yuqian Zhao, 2022. "Intra-day co-movements of crude oil futures: China and the international benchmarks," Annals of Operations Research, Springer, vol. 313(1), pages 77-103, June.
    57. Hammoudeh, Shawkat & Yuan, Yuan, 2008. "Metal volatility in presence of oil and interest rate shocks," Energy Economics, Elsevier, vol. 30(2), pages 606-620, March.
    58. Shengzu Wang & Jagdish Handa, 2007. "Monetary policy rules under a fixed exchange rate regime: empirical evidence from China," Applied Financial Economics, Taylor & Francis Journals, vol. 17(12), pages 941-950.
    59. Frankel, Jeffrey A & Hardouvelis, Gikas A, 1985. "Commodity Prices, Money Surprises and Fed Credibility," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 17(4), pages 425-438, November.
    60. Coutinho, Leonor & Georgiou, Dimitrios & Heracleous, Maria & Michaelides, Alexander & Tsani, Stella, 2022. "Limiting fiscal procyclicality: Evidence from resource-dependent countries," Economic Modelling, Elsevier, vol. 106(C).
    61. Atanu Ghoshray & Madhavi Pundit, 2021. "Economic growth in China and its impact on international commodity prices," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(2), pages 2776-2789, April.
    62. Jawadi, Fredj & Sousa, Ricardo M. & Traverso, Raffaella, 2017. "On The Macroeconomic And Wealth Effects Of Unconventional Monetary Policy," Macroeconomic Dynamics, Cambridge University Press, vol. 21(5), pages 1189-1204, July.
    63. Wang, Tiantian & Wu, Fei & Zhang, Dayong & Ji, Qiang, 2023. "Energy market reforms in China and the time-varying connectedness of domestic and international markets," Energy Economics, Elsevier, vol. 117(C).
    64. Bahattin Buyuksahin & Kun Mo & Konrad Zmitrowicz, 2016. "Commodity Price Supercycles: What Are They and What Lies Ahead?," Bank of Canada Review, Bank of Canada, vol. 2016(Autumn), pages 35-46.
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    More about this item

    Keywords

    Monetary policy instruments; Commodity prices; Bayesian structural VAR; China; Uncertainty;
    All these keywords.

    JEL classification:

    • E37 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Forecasting and Simulation: Models and Applications
    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy

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