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Symmetric and asymmetric impact of economic policy uncertainty on food prices in China: A new evidence

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  • Wen, Jun
  • Khalid, Samia
  • Mahmood, Hamid
  • Zakaria, Muhammad

Abstract

The study explores the symmetric and asymmetric impact of economic policy uncertainty (EPU) on food prices in China for the period from 1998M1 to 2020M5. The linear Autoregressive Distributive Lag (ARDL) framework is used to evaluate the symmetric effect. However, the nonlinear Autoregressive Distributive Lag (NARDL) model is employed to gauge the asymmetric impact of the EPU on food prices in the short run and in the long run. According to ARDL results, an increase in EPU leads to a significant increase in food prices both in the long run and in the short run. In NARDL short run results, the Wald test statistic confirms the presence of asymmetry. It is found that negative EPU shocks have a positive and significant effect on food prices, while positive shocks have a negative but insignificant impact. In the long run, the Wald test for asymmetry shows that there is no evidence of asymmetry. Also, the impact of positive and negative EPU shocks is insignificant. The dynamic multiplier graph for NARDL shows the adjustment of asymmetry after negative and positive shocks towards long-run equilibrium. The overall impression is that negative shocks of uncertainty have a deeper effect than positive shocks on food prices in China. The overall analysis shows that EPU shocks have an asymmetric impact as they are sudden, unforeseen and disrupt food price stability in the short-run only. Yet it will shift towards equilibrium again in the long-run.

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  • Wen, Jun & Khalid, Samia & Mahmood, Hamid & Zakaria, Muhammad, 2021. "Symmetric and asymmetric impact of economic policy uncertainty on food prices in China: A new evidence," Resources Policy, Elsevier, vol. 74(C).
    • Handle: RePEc:eee:jrpoli:v:74:y:2021:i:c:s0301420721002580
    DOI: 10.1016/j.resourpol.2021.102247
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    1. Hummera saleem & Wen Jiandong & Muhammad Bilal Khan, 2018. "The impact of economic policy uncertainty on the innovation in China: Empirical evidence from autoregressive distributed lag bounds tests," Cogent Economics & Finance, Taylor & Francis Journals, vol. 6(1), pages 1514929-151, January.
    2. Joseph Mawejje, 2016. "Food prices, energy and climate shocks in Uganda," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 4(1), pages 1-18, December.
    3. Antonakakis, Nikolaos & Chatziantoniou, Ioannis & Filis, George, 2014. "Dynamic Spillovers of Oil Price Shocks and Policy Uncertainty," Department of Economics Working Paper Series 166, WU Vienna University of Economics and Business.
    4. Jebabli, Ikram & Arouri, Mohamed & Teulon, Frédéric, 2014. "On the effects of world stock market and oil price shocks on food prices: An empirical investigation based on TVP-VAR models with stochastic volatility," Energy Economics, Elsevier, vol. 45(C), pages 66-98.
    5. Christopher L. Gilbert, 2010. "How to Understand High Food Prices," Journal of Agricultural Economics, Wiley Blackwell, vol. 61(2), pages 398-425, June.
    6. Monika Roman & Aleksandra Górecka & Joanna Domagała, 2020. "The Linkages between Crude Oil and Food Prices," Energies, MDPI, vol. 13(24), pages 1-18, December.
    7. Jun Yang & Huanguang Qiu & Jikun Huang & Scott Rozelle, 2008. "Fighting global food price rises in the developing world: the response of China and its effect on domestic and world markets," Agricultural Economics, International Association of Agricultural Economists, vol. 39(s1), pages 453-464, November.
    8. Bekiros, Stelios & Gupta, Rangan & Paccagnini, Alessia, 2015. "Oil price forecastability and economic uncertainty," Economics Letters, Elsevier, vol. 132(C), pages 125-128.
    9. Kang, Wensheng & Ratti, Ronald A. & Vespignani, Joaquin L., 2017. "Oil price shocks and policy uncertainty: New evidence on the effects of US and non-US oil production," Energy Economics, Elsevier, vol. 66(C), pages 536-546.
    10. Jingyu Chen & Faqi Jin & Guangda Ouyang & Jian Ouyang & Fenghua Wen, 2019. "Oil price shocks, economic policy uncertainty and industrial economic growth in China," PLOS ONE, Public Library of Science, vol. 14(5), pages 1-19, May.
    11. Xiaoli L. Etienne & Scott H. Irwin & Philip Garcia, 2015. "Price Explosiveness, Speculation, and Grain Futures Prices," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 97(1), pages 65-87.
    12. 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.
    13. Peng Liu & Daxin Dong, 2020. "Impact of Economic Policy Uncertainty on Trade Credit Provision: The Role of Social Trust," Sustainability, MDPI, vol. 12(4), pages 1-24, February.
    14. Dwight R. Sanders & Scott H. Irwin, 2010. "A speculative bubble in commodity futures prices? Cross‐sectional evidence," Agricultural Economics, International Association of Agricultural Economists, vol. 41(1), pages 25-32, January.
    15. Libing Fang & Baizhu Chen & Honghai Yu & Yichuo Qian, 2018. "The importance of global economic policy uncertainty in predicting gold futures market volatility: A GARCH‐MIDAS approach," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 38(3), pages 413-422, March.
    16. Mohamed Arouri & David Roubaud, 2016. "On the determinants of stock market dynamics in emerging countries: the role of economic policy uncertainty in China and India," Economics Bulletin, AccessEcon, vol. 36(2), pages 760-770.
    17. Baffes, John & Haniotis, Tassos, 2010. "Placing the 2006/08 commodity price boom into perspective," Policy Research Working Paper Series 5371, The World Bank.
    18. Nicholas Bloom, 2009. "The Impact of Uncertainty Shocks," Econometrica, Econometric Society, vol. 77(3), pages 623-685, May.
    19. Prudence Makololo & Yudhvir Seetharam & David McMillan, 2020. "The effect of economic policy uncertainty and herding on leverage: An examination of the BRICS countries," Cogent Economics & Finance, Taylor & Francis Journals, vol. 8(1), pages 1821482-182, January.
    20. Xiaoyong Xiao & Qingsong Tian & Shuxia Hou & Chongguang Li, 2019. "Economic policy uncertainty and grain futures price volatility: evidence from China," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 11(4), pages 642-654, August.
    21. Raza, Syed Ali & Shah, Nida & Shahbaz, Muhammad, 2018. "Does economic policy uncertainty influence gold prices? Evidence from a nonparametric causality-in-quantiles approach," Resources Policy, Elsevier, vol. 57(C), pages 61-68.
    22. Kang, Wensheng & Ratti, Ronald A., 2013. "Structural oil price shocks and policy uncertainty," Economic Modelling, Elsevier, vol. 35(C), pages 314-319.
    23. Zhiqiang Liu & Hejun Liang & Dongping Pu & Fei Xie & E Zhang & Qi Zhou, 2020. "How Does the Control of Grain Purchase Price Affect the Sustainability of the National Grain Industry? One Empirical Study from China," Sustainability, MDPI, vol. 12(5), pages 1-21, March.
    24. Karnizova, Lilia & Li, Jiaxiong (Chris), 2014. "Economic policy uncertainty, financial markets and probability of US recessions," Economics Letters, Elsevier, vol. 125(2), pages 261-265.
    25. Du, Xiaodong & Yu, Cindy L. & Hayes, Dermot J., 2011. "Speculation and volatility spillover in the crude oil and agricultural commodity markets: A Bayesian analysis," Energy Economics, Elsevier, vol. 33(3), pages 497-503, May.
    26. Wang, Yizhong & Chen, Carl R. & Huang, Ying Sophie, 2014. "Economic policy uncertainty and corporate investment: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 26(C), pages 227-243.
    27. Zhang, Chuanguo & Qu, Xuqin, 2015. "The effect of global oil price shocks on China's agricultural commodities," Energy Economics, Elsevier, vol. 51(C), pages 354-364.
    28. Das, Debojyoti & Kumar, Surya Bhushan, 2018. "International economic policy uncertainty and stock prices revisited: Multiple and Partial wavelet approach," Economics Letters, Elsevier, vol. 164(C), pages 100-108.
    29. Ifedolapo Olabisi Olanipekun & Godwin Olasehinde-Williams & Hasan Güngör, 2019. "Impact of Economic Policy Uncertainty on Exchange Market Pressure," SAGE Open, , vol. 9(3), pages 21582440198, September.
    30. Zakaria, Muhammad & Khiam, Shahzeb & Mahmood, Hamid, 2021. "Influence of oil prices on inflation in South Asia: Some new evidence," Resources Policy, Elsevier, vol. 71(C).
    31. Zhang, Yue-Jun & Yan, Xing-Xing, 2020. "The impact of US economic policy uncertainty on WTI crude oil returns in different time and frequency domains," International Review of Economics & Finance, Elsevier, vol. 69(C), pages 750-768.
    32. Kim, Won Joong & Hammoudeh, Shawkat & Hyun, Jun Seog & Gupta, Rangan, 2017. "Oil price shocks and China's economy: Reactions of the monetary policy to oil price shocks," Energy Economics, Elsevier, vol. 62(C), pages 61-69.
    33. Hailemariam, Abebe & Smyth, Russell & Zhang, Xibin, 2019. "Oil prices and economic policy uncertainty: Evidence from a nonparametric panel data model," Energy Economics, Elsevier, vol. 83(C), pages 40-51.
    34. Ko, Jun-Hyung & Lee, Chang-Min, 2015. "International economic policy uncertainty and stock prices: Wavelet approach," Economics Letters, Elsevier, vol. 134(C), pages 118-122.
    35. Chen, Jinyu & Zhu, Xuehong & Li, Hailing, 2020. "The pass-through effects of oil price shocks on China's inflation: A time-varying analysis," Energy Economics, Elsevier, vol. 86(C).
    36. Umar Bala & Lee Chin, 2018. "Asymmetric Impacts of Oil Price on Inflation: An Empirical Study of African OPEC Member Countries," Energies, MDPI, vol. 11(11), pages 1-21, November.
    37. Jian Li & Chongguang Li & Jean-Paul Chavas, 2017. "Food Price Bubbles and Government Intervention: Is China Different?," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 65(1), pages 135-157, March.
    38. Saygin Sahinoz & Evren Erdogan Cosar, 2018. "Economic policy uncertainty and economic activity in Turkey," Applied Economics Letters, Taylor & Francis Journals, vol. 25(21), pages 1517-1520, December.
    39. Libo Yin, 2016. "Does oil price respond to macroeconomic uncertainty? New evidence," Empirical Economics, Springer, vol. 51(3), pages 921-938, November.
    40. Robert J. Myers & Stanley R. Johnson & Michael Helmar & Harry Baumes, 2014. "Long-run and Short-run Co-movements in Energy Prices and the Prices of Agricultural Feedstocks for Biofuel," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 96(4), pages 991-1008.
    41. Taghizadeh-Hesary, Farhad & Rasoulinezhad, Ehsan & Yoshino, Naoyuki, 2019. "Energy and Food Security: Linkages through Price Volatility," Energy Policy, Elsevier, vol. 128(C), pages 796-806.
    42. E. Wesley & F. Peterson, 2015. "Food Price Policy in an Era of Market Instability: A Political Economy Approach," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 97(5), pages 1512-1514.
    43. Xiaohua Yu & Chang Liu & Hanjie Wang & Jan-Henning Feil, 2020. "The impact of COVID-19 on food prices in China: evidence of four major food products from Beijing, Shandong and Hubei Provinces," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 12(3), pages 445-458, June.
    44. Pui Sun Tam, 2018. "Global trade flows and economic policy uncertainty," Applied Economics, Taylor & Francis Journals, vol. 50(34-35), pages 3718-3734, July.
    45. Na Li & Alan Ker & Abdoul G. Sam & Satheesh Aradhyula, 2017. "Modeling regime-dependent agricultural commodity price volatilities," Agricultural Economics, International Association of Agricultural Economists, vol. 48(6), pages 683-691, November.
    46. Joseph Mawejje, 2016. "Food prices, energy and climate shocks in Uganda," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 4(1), pages 1-18, December.
    47. Antonakakis, Nikolaos & Chatziantoniou, Ioannis & Filis, George, 2014. "Dynamic spillovers of oil price shocks and economic policy uncertainty," Energy Economics, Elsevier, vol. 44(C), pages 433-447.
    48. Luciano Gutierrez, 2013. "Speculative bubbles in agricultural commodity markets-super- †," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 40(2), pages 217-238, March.
    49. Salisu, Afees A. & Isah, Kazeem O. & Oyewole, Oluwatomisin J. & Akanni, Lateef O., 2017. "Modelling oil price-inflation nexus: The role of asymmetries," Energy, Elsevier, vol. 125(C), pages 97-106.
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    More about this item

    Keywords

    Policy uncertainty; Oil prices; Food prices; Asymmetric;
    All these keywords.

    JEL classification:

    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty
    • E3 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles
    • Q42 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Alternative Energy Sources

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