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Agricultural Markets, Cropping Patterns, and Consumption Patterns: The Moderating Effect of COVID-19 on Mountainous Communities

Author

Listed:
  • Muhammad Khayyam

    (School of Economics and Management, Southwest Jiaotong University, Chengdu 611756, China)

  • Fatima Daud Kamal

    (Helvetas Swiss Intercooperation, Islamabad 04404, Pakistan)

  • Muhammad Nouman

    (Institute of Management Sciences, Peshawar 25100, Pakistan)

  • Arjumand Nizami

    (Helvetas Swiss Intercooperation, Islamabad 04404, Pakistan)

  • Jawad Ali

    (Helvetas Swiss Intercooperation, Islamabad 04404, Pakistan)

  • Muhammad Asad Salim

    (Helvetas Swiss Intercooperation, Islamabad 04404, Pakistan)

Abstract

Since COVID-19’s emergence in 2020, all segments of life, including farming communities, have been impacted. The pandemic revealed both vulnerabilities and opportunities for resilience, particularly for those dwelling in the harsh mountainous terrains, which have already strained food ecosystems. Taking influence from an exhaustive literature review, this study proposes and tests a model for the transformations observed in the agriculture markets, particularly input, labor, and product markets, and elucidates the influence of these changes on cropping and consumption patterns. With data from two major mountainous terrains in north Pakistan spanning three years before and during the pandemic, a quantitative inquiry was carried out on the agriculture markets and farming patterns. A total of 5273 members of the farming communities were targeted for data collection. A two-step process was used for data analysis, including an evaluation of the outer or measurement model followed by the inner or structural model through partial least squares structural equation modeling (PLS-SEM). With a hitherto ignored focus on the already vulnerable mountainous communities, the findings confirm the direct influence of agriculture markets on changes in the farmers’ cropping patterns as well as the moderating influence of the pandemic on these relationships. Consistent with previous literature, the results also affirm the influence of changes in cropping patterns and changes in consumption patterns. However, it was found that the agriculture input markets strongly predict the changes in cropping patterns, whereas the labor and product markets have comparatively lower prediction value. By investigating the various facets of food supply chains, this study offers valuable insights on market dynamics in times of a crisis, such as a pandemic.

Suggested Citation

  • Muhammad Khayyam & Fatima Daud Kamal & Muhammad Nouman & Arjumand Nizami & Jawad Ali & Muhammad Asad Salim, 2023. "Agricultural Markets, Cropping Patterns, and Consumption Patterns: The Moderating Effect of COVID-19 on Mountainous Communities," Sustainability, MDPI, vol. 15(20), pages 1-17, October.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:20:p:14934-:d:1260909
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    References listed on IDEAS

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    1. Ullah, Ayat & Arshad, Muhammad & Kächele, Harald & Khan, Ayesha & Mahmood, Nasir & Müller, Klaus, 2020. "Information asymmetry, input markets, adoption of innovations and agricultural land use in Khyber Pakhtunkhwa, Pakistan," Land Use Policy, Elsevier, vol. 90(C).
    2. Lindsay M. Jaacks & Divya Veluguri & Rajesh Serupally & Aditi Roy & Poornima Prabhakaran & GV Ramanjaneyulu, 2021. "Impact of the COVID-19 pandemic on agricultural production, livelihoods, and food security in India: baseline results of a phone survey," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 13(5), pages 1323-1339, October.
    3. Kamal Vatta & Shruti Bhogal & Adam S. Green & Heena Sharma & Cameron A. Petrie & Sandeep Dixit, 2022. "COVID-19 Pandemic-Induced Disruptions and Implications for National Food Security and Farm Incomes: Farm-Level Evidence from Indian Punjab," Sustainability, MDPI, vol. 14(8), pages 1-13, April.
    4. Jorge Fernandez-Cornejo & Richard E. Just, 2007. "Researchability of Modern Agricultural Input Markets and Growing Concentration," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 89(5), pages 1269-1275.
    5. Kumar, Pavan & Singh, S.S. & Pandey, A.K. & Singh, Ram Kumar & Srivastava, Prashant Kumar & Kumar, Manoj & Dubey, Shantanu Kumar & Sah, Uma & Nandan, Rajiv & Singh, Susheel Kumar & Agrawal, Priyanshi , 2021. "Multi-level impacts of the COVID-19 lockdown on agricultural systems in India: The case of Uttar Pradesh," Agricultural Systems, Elsevier, vol. 187(C).
    6. Sudha Narayanan & Shree Saha, 2020. "More Reform than Relief: Indian Agriculture and the Pandemic," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 63(1), pages 105-111, October.
    7. Lloyd H. Fisher, 1951. "The Harvest Labor Market in California," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 65(4), pages 463-491.
    8. Yanqi Xie & Apurbo Sarkar & Md. Shakhawat Hossain & Ahmed Khairul Hasan & Xianli Xia, 2021. "Determinants of Farmers’ Confidence in Agricultural Production Recovery during the Early Phases of the COVID-19 Pandemic in China," Agriculture, MDPI, vol. 11(11), pages 1-22, October.
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