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Do agricultural commodity prices asymmetrically affect the performance of value-added agriculture? Evidence from Pakistan using a NARDL model

Author

Listed:
  • Umair Kashif

    (Jiangsu University)

  • Junguo Shi

    (Jiangsu University)

  • Snovia Naseem

    (Jiangsu University)

  • Muhammad Ayaz

    (Jiangsu University)

  • Rehan Sohail Butt

    (Jiangsu University)

  • Waris Ali Khan

    (Universiti Malaysia Sabah)

  • Mamdouh Abdulaziz Saleh Al-Faryan

    (University of Portsmouth)

Abstract

In the last few decades, rising prices of agricultural commodities have been an area of concern for most countries owing to high population growth, increased unemployment, and per capita food needs. The current study intends to examine the positive and negative shocks of agricultural product prices, credit disbursement, and the labor force’s impact on the agricultural growth of Pakistan. The nonlinear autoregressive distributed lag (NARDL) method was applied using secondary data sources from 1970 to 2018. The results revealed that positive and negative price shocks contribute positively to agriculture growth; however, positive price shock has a more stimulating effect than negative prices. Furthermore, credit disbursement and labor force significantly positively impact agricultural value added in the short and long run. Finally, the study’s findings have far-reaching consequences for policymakers dealing with Pakistan’s asymmetric relationship between agricultural credit disbursement, commodity prices, and agricultural growth.

Suggested Citation

  • Umair Kashif & Junguo Shi & Snovia Naseem & Muhammad Ayaz & Rehan Sohail Butt & Waris Ali Khan & Mamdouh Abdulaziz Saleh Al-Faryan, 2023. "Do agricultural commodity prices asymmetrically affect the performance of value-added agriculture? Evidence from Pakistan using a NARDL model," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-9, December.
  • Handle: RePEc:pal:palcom:v:10:y:2023:i:1:d:10.1057_s41599-023-01888-4
    DOI: 10.1057/s41599-023-01888-4
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    as
    1. Vardges Hovhannisyan & Marin Bozic, 2017. "Price Endogeneity and Food Demand in Urban China," Journal of Agricultural Economics, Wiley Blackwell, vol. 68(2), pages 386-406, June.
    2. Ahmet Aysan & Gaobo Pang & Marie-Ange Veganzones-Varoudakis, 2009. "Uncertainty, economic reforms and private investment in the Middle East and North Africa," Applied Economics, Taylor & Francis Journals, vol. 41(11), pages 1379-1395.
    3. Lutz Kilian, 2014. "Oil Price Shocks: Causes and Consequences," Annual Review of Resource Economics, Annual Reviews, vol. 6(1), pages 133-154, October.
    4. Deaton, Angus & Miller, Ron, 1996. "International Commodity Prices, Macroeconomic Performance and Politics in Sub-Saharan Africa," Journal of African Economies, Centre for the Study of African Economies, vol. 5(3), pages 99-191, October.
    5. Alene, Arega D. & Coulibaly, Ousmane, 2009. "The impact of agricultural research on productivity and poverty in sub-Saharan Africa," Food Policy, Elsevier, vol. 34(2), pages 198-209, April.
    6. Raza, Naveed & Jawad Hussain Shahzad, Syed & Tiwari, Aviral Kumar & Shahbaz, Muhammad, 2016. "Asymmetric impact of gold, oil prices and their volatilities on stock prices of emerging markets," Resources Policy, Elsevier, vol. 49(C), pages 290-301.
    7. Angus Deaton, 1999. "Commodity Prices and Growth in Africa," Journal of Economic Perspectives, American Economic Association, vol. 13(3), pages 23-40, Summer.
    8. Bahmani-Oskooee, Mohsen & Bohl, Martin T., 2000. "German monetary unification and the stability of the German M3 money demand function," Economics Letters, Elsevier, vol. 66(2), pages 203-208, February.
    9. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    10. Collier, Paul & Goderis, Benedikt, 2012. "Commodity prices and growth: An empirical investigation," European Economic Review, Elsevier, vol. 56(6), pages 1241-1260.
    11. Tony Addison & Atanu Ghoshray & Michalis P. Stamatogiannis, 2016. "Agricultural Commodity Price Shocks and Their Effect on Growth in Sub-Saharan Africa," Journal of Agricultural Economics, Wiley Blackwell, vol. 67(1), pages 47-61, February.
    12. Laxmi Sethi & D. Kumar & Sudhindra Panda & Bimal Mal, 2002. "Optimal Crop Planning and Conjunctive Use of Water Resources in a Coastal River Basin," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 16(2), pages 145-169, April.
    13. Katarina Juselius & Niels Framroze Møller & Finn Tarp, 2014. "The Long-Run Impact of Foreign Aid in 36 African Countries: Insights from Multivariate Time Series Analysis," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 76(2), pages 153-184, April.
    14. Harvey, David I. & Kellard, Neil M. & Madsen, Jakob B. & Wohar, Mark E., 2017. "Long-Run Commodity Prices, Economic Growth, and Interest Rates: 17th Century to the Present Day," World Development, Elsevier, vol. 89(C), pages 57-70.
    15. Koutroulis, Aristotelis & Panagopoulos, Yannis & Tsouma, Ekaterini, 2016. "Asymmetry in the response of unemployment to output changes in Greece: Evidence from hidden co-integration," The Journal of Economic Asymmetries, Elsevier, vol. 13(C), pages 81-88.
    16. 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.
    17. Davide Furceri, 2007. "Is Government Expenditure Volatility Harmful for Growth? A Cross-Country Analysis," Fiscal Studies, Institute for Fiscal Studies, vol. 28(1), pages 103-120, March.
    18. Katrakilidis, Constantinos & Trachanas, Emmanouil, 2012. "What drives housing price dynamics in Greece: New evidence from asymmetric ARDL cointegration," Economic Modelling, Elsevier, vol. 29(4), pages 1064-1069.
    19. repec:bla:obuest:v:61:y:1999:i:0:p:631-52 is not listed on IDEAS
    20. Richard Tiffin & Xavier Irz, 2006. "Is agriculture the engine of growth?," Agricultural Economics, International Association of Agricultural Economists, vol. 35(1), pages 79-89, July.
    21. Blattman, Christopher & Hwang, Jason & Williamson, Jeffrey G., 2007. "Winners and losers in the commodity lottery: The impact of terms of trade growth and volatility in the Periphery 1870-1939," Journal of Development Economics, Elsevier, vol. 82(1), pages 156-179, January.
    22. Diao, Xinshen & Hazell, Peter & Thurlow, James, 2010. "The Role of Agriculture in African Development," World Development, Elsevier, vol. 38(10), pages 1375-1383, October.
    23. Derek Byerlee & Alain de Janvry & Elisabeth Sadoulet, 2009. "Agriculture for Development: Toward a New Paradigm," Annual Review of Resource Economics, Annual Reviews, vol. 1(1), pages 15-31, September.
    24. Paul Collier & Jan Willem Gunning, 1999. "Why Has Africa Grown Slowly?," Journal of Economic Perspectives, American Economic Association, vol. 13(3), pages 3-22, Summer.
    25. Tidiane Kinda & Montfort Mlachila & Rasmane Ouedraogo, 2018. "Do commodity price shocks weaken the financial sector?," The World Economy, Wiley Blackwell, vol. 41(11), pages 3001-3044, November.
    26. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
    27. Kym Anderson, 2010. "Globalisation's Effects on World Agricultural Trade, 1960 to 2050," Centre for International Economic Studies Working Papers 2010-11, University of Adelaide, Centre for International Economic Studies.
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