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Monetary Policy Uncertainty And Agricultural Climate Risk: Does The Agricultural Kuznets Curve Exist?

Author

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  • Chien-Chiang Lee

    (Nanchang University, China)

  • Farzan Yahya

    (Institute of Technology, Nanchang, China)

  • Md Reza Sultanuzzaman

    (Nanchang Institute of Technology, Nanchang, China)

Abstract

This study explores the impact of Monetary Policy Uncertainty (MPU) on Agricultural Climate Risk (AGCR) in China, particularly in light of recent climate vulnerabilities in the agricultural sector, highlighted by recent floods. Using balanced panel data from 31 provinces between 2010 and 2022, diagnostic tests confirm cross-sectional dependence and slope heterogeneity, and the Westerlund cointegration test indicates a long-term relationship among variables. Results from generalized panel quantile regression show that MPU positively affects AGCR, especially at lower quantiles, but this effect can be moderated by agricultural insurance. The findings also confirm an agricultural Kuznets curve, where agricultural productivity initially increases AGCR before reaching a turning point that reduces it. Furthermore, a unidirectional causality flows from MPU to AGCR, while a bidirectional causality exists between AGCR and productivity, underscoring the need for targeted resilience strategies for vulnerable provinces.

Suggested Citation

  • Chien-Chiang Lee & Farzan Yahya & Md Reza Sultanuzzaman, 2024. "Monetary Policy Uncertainty And Agricultural Climate Risk: Does The Agricultural Kuznets Curve Exist?," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 27(4), pages 631-654, December.
  • Handle: RePEc:idn:journl:v:27:y:2024:i:4c:p:631-654
    DOI: https://doi.org/10.59091/2460-9196.2419
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    1. Yu, Mingzhe & Fan, Jiachuan & Wang, Haijun & Wang, Jie, 2023. "US trade policy uncertainty on Chinese agricultural imports and exports: An aggregate and product-level analysis," International Review of Economics & Finance, Elsevier, vol. 84(C), pages 70-83.
    2. Erik Glaas & E. Carina H. Keskitalo & Mattias Hjerpe, 2017. "Insurance sector management of climate change adaptation in three Nordic countries: the influence of policy and market factors," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 60(9), pages 1601-1621, September.
    3. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    4. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    5. David M. Kaplan, 2022. "Smoothed instrumental variables quantile regression," Stata Journal, StataCorp LP, vol. 22(2), pages 379-403, June.
    6. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    7. Hashem Pesaran, M. & Yamagata, Takashi, 2008. "Testing slope homogeneity in large panels," Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
    8. John C. Driscoll & Aart C. Kraay, 1998. "Consistent Covariance Matrix Estimation With Spatially Dependent Panel Data," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 549-560, November.
    9. Waqas, Muhammad & Yahya, Farzan & Ahmed, Ammar & Rasool, Yasir & Hongbo, Li, 2021. "Unlocking employee's green behavior in fertilizer industry: the role of green HRM practices and psychological ownership," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 24(5), May.
    10. Jørgensen, Sisse Liv & Termansen, Mette & Pascual, Unai, 2020. "Natural insurance as condition for market insurance: Climate change adaptation in agriculture," Ecological Economics, Elsevier, vol. 169(C).
    11. Paresh Kumar Narayan & Stephan Popp, 2010. "A new unit root test with two structural breaks in level and slope at unknown time," Journal of Applied Statistics, Taylor & Francis Journals, vol. 37(9), pages 1425-1438.
    12. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
    13. Camille Macaire & Alain Naef, 2023. "Greening monetary policy: evidence from the People’s Bank of China," Climate Policy, Taylor & Francis Journals, vol. 23(1), pages 138-149, January.
    14. Joakim Westerlund, 2005. "New Simple Tests for Panel Cointegration," Econometric Reviews, Taylor & Francis Journals, vol. 24(3), pages 297-316.
    15. Liu, Guangqiang & Luo, Keyu & Xu, Pengfei & Zhang, Simeng, 2023. "Climate policy uncertainty and its impact on major grain futures," Finance Research Letters, Elsevier, vol. 58(PB).
    16. Lena Boneva & Gianluigi Ferrucci & Francesco Paolo Mongelli, 2022. "Climate change and central banks: what role for monetary policy?," Climate Policy, Taylor & Francis Journals, vol. 22(6), pages 770-787, July.
    17. M. Hashem Pesaran, 2015. "Testing Weak Cross-Sectional Dependence in Large Panels," Econometric Reviews, Taylor & Francis Journals, vol. 34(6-10), pages 1089-1117, December.
    18. Cao, Yan & Cheng, Sheng & Li, Xinran, 2023. "How economic policy uncertainty affects asymmetric spillovers in food and oil prices: Evidence from wavelet analysis," Resources Policy, Elsevier, vol. 86(PB).
    19. Yahya, Farzan & Lee, Chien-Chiang, 2023. "Disentangling the asymmetric effect of financialization on the green output gap," Energy Economics, Elsevier, vol. 125(C).
    20. Narayan, Paresh Kumar & Saboori, Behnaz & Soleymani, Abdorreza, 2016. "Economic growth and carbon emissions," Economic Modelling, Elsevier, vol. 53(C), pages 388-397.
    21. Ajay S. Singh & Francis Eanes & Linda S. Prokopy, 2020. "Climate change uncertainty among American farmers: an examination of multi-dimensional uncertainty and attitudes towards agricultural adaptation to climate change," Climatic Change, Springer, vol. 162(3), pages 1047-1064, October.
    22. Jing Wei & Yongping Wei & Fuqiang Tian & Yonglan Xiong & Hongchang Hu, 2023. "Transition in the societal value and governance of water resources in Australia and China," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-12, December.
    23. René Cabral & Francisco G. Carneiro & André Varella Mollick, 2020. "Inflation targeting and exchange rate volatility in emerging markets," Empirical Economics, Springer, vol. 58(2), pages 605-626, February.
    24. Guo, Kun & Li, Yichong & Zhang, Yunhan & Ji, Qiang & Zhao, Wanli, 2023. "How are climate risk shocks connected to agricultural markets?," Journal of Commodity Markets, Elsevier, vol. 32(C).
    25. Zhang, Yingnan & Long, Hualou & Chen, Shuocun & Ma, Li & Gan, Muye, 2023. "The development of multifunctional agriculture in farming regions of China: Convergence or divergence?," Land Use Policy, Elsevier, vol. 127(C).
    26. Bossman, Ahmed & Gubareva, Mariya & Teplova, Tamara, 2023. "Asymmetric effects of market uncertainties on agricultural commodities," Energy Economics, Elsevier, vol. 127(PB).
    27. Narayan, Paresh Kumar & Narayan, Seema, 2010. "Carbon dioxide emissions and economic growth: Panel data evidence from developing countries," Energy Policy, Elsevier, vol. 38(1), pages 661-666, January.
    28. David Powell & Matthew Baker & Travis Smith, 2014. "Generalized Quantile Regression in Stata," 2014 Stata Conference 12, Stata Users Group.
    29. Paresh Kumar Narayan & Stephan Popp, 2013. "Size and power properties of structural break unit root tests," Applied Economics, Taylor & Francis Journals, vol. 45(6), pages 721-728, February.
    30. Gonzalo, Jesus, 1994. "Five alternative methods of estimating long-run equilibrium relationships," Journal of Econometrics, Elsevier, vol. 60(1-2), pages 203-233.
    31. Shah, Muhammad Ibrahim & AbdulKareem, Hauwah K.K. & Zulfiqar khan, & Abbas, Shujaat, 2022. "Examining the agriculture induced Environmental Kuznets Curve hypothesis in BRICS economies: The role of renewable energy as a moderator," Renewable Energy, Elsevier, vol. 198(C), pages 343-351.
    32. Zhaohua Zhang & Roshini Brizmohun & Gang Li & Ping Wang, 2022. "Does economic policy uncertainty undermine stability of agricultural imports? Evidence from China," PLOS ONE, Public Library of Science, vol. 17(3), pages 1-17, March.
    33. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    34. Helena Glebocki Keefe, 2020. "The impact of exchange rate volatility on inflation targeting monetary policy in emerging and advanced economies," International Finance, Wiley Blackwell, vol. 23(3), pages 417-433, December.
    35. Chien-Chiang Lee & Farzan Yahya, 2024. "Have Dynamic Spillovers and the Connectedness of Trade Policy Uncertainty Changed During the COVID-19 Pandemic and Sino-US Trade Frictions?," Working Papers DP-2023-35, Economic Research Institute for ASEAN and East Asia (ERIA).
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    More about this item

    Keywords

    Agricultural climate risk; Monetary policy uncertainty; Agricultural Kuznets curve; Panel quantile regression; Westerlund cointegration;
    All these keywords.

    JEL classification:

    • G20 - Financial Economics - - Financial Institutions and Services - - - General
    • G18 - Financial Economics - - General Financial Markets - - - Government Policy and Regulation
    • H26 - Public Economics - - Taxation, Subsidies, and Revenue - - - Tax Evasion and Avoidance
    • H32 - Public Economics - - Fiscal Policies and Behavior of Economic Agents - - - Firm
    • O16 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Financial Markets; Saving and Capital Investment; Corporate Finance and Governance

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