IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v15y2023i20p14934-d1260909.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/15/20/14934/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/15/20/14934/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Saripalle, Madhuri & Subramanian, Vijaya C., 2022. "Production, Prices and Supply Chain disruption among farmers during Covid-19: Empirical Evidence from India," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322395, Agricultural and Applied Economics Association.
    2. Ganchimeg Gombodorj & Károly Pető, 2022. "What Type of Households in Mongolia Are Most Hit by COVID-19?," Sustainability, MDPI, vol. 14(6), pages 1-20, March.
    3. Ayat Ullah & Nasir Mahmood & Alam Zeb & Harald Kächele, 2020. "Factors Determining Farmers’ Access to and Sources of Credit: Evidence from the Rain-Fed Zone of Pakistan," Agriculture, MDPI, vol. 10(12), pages 1-13, November.
    4. Anubhab Gupta & Heng Zhu & Miki Khanh Doan & Aleksandr Michuda & Binoy Majumder, 2021. "Economic Impacts of the COVID−19 Lockdown in a Remittance‐Dependent Region," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(2), pages 466-485, March.
    5. Khodran Alzahrani & Mubashar Ali & Muhammad Imran Azeem & Bader Alhafi Alotaibi, 2023. "Efficacy of Public Extension and Advisory Services for Sustainable Rice Production," Agriculture, MDPI, vol. 13(5), pages 1-17, May.
    6. Zhan, Yue & Chen, Kevin Z., 2021. "Building resilient food system amidst COVID-19: Responses and lessons from China," Agricultural Systems, Elsevier, vol. 190(C).
    7. Ovchynnykova, Oleksandra, 2022. "COVID-19 as a Catalyst of Food Security Crisis. Whether the Existing System of Agriculture Can Remain the Same," Problems of World Agriculture / Problemy Rolnictwa Światowego, Warsaw University of Life Sciences, vol. 22(4), December.
    8. Ali Raza & Guangji Tong & Furqan Sikandar & Vasilii Erokhin & Zhang Tong, 2023. "Financial Literacy and Credit Accessibility of Rice Farmers in Pakistan: Analysis for Central Punjab and Khyber Pakhtunkhwa Regions," Sustainability, MDPI, vol. 15(4), pages 1-24, February.
    9. Ullah, Ayat & Zeb, Alam & Saqib, Shahab E. & Kächele, Harald, 2022. "Landscape co-management and livelihood sustainability: Lessons learned from the billion trees afforestation project in Pakistan," Land Use Policy, Elsevier, vol. 115(C).
    10. Ullah, Ayat & Zeb, Alam & Liu, Jinlong & Mahmood, Nasir & Kächele, Harald, 2021. "Transhumant pastoralist knowledge of infectious diseases and adoption of alternative land use strategies in the Hindu-Kush Himalayan (HKH) region of Pakistan," Land Use Policy, Elsevier, vol. 109(C).
    11. Lotanna E Emediegwu & Obianuju O Nnadozie, 2023. "On the effects of COVID-19 on food prices in India: a time-varying approach," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 50(2), pages 232-249.
    12. Nitya Mittal & Janina Isabel Steinert & Sebastian Vollmer, 2023. "COVID-19 pandemic, losses of livelihoods and uneven recovery in Pune, India," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-10, December.
    13. Zheng Wang & Mingwei Yang & Kailu Guo & Zhiyong Zhang & Ying Shi, 2023. "Evolution in the Impact of Pro-Poor Policies on Farmers’ Confidence: Based on Age-Period-Cohort Analysis Perspective," Sustainability, MDPI, vol. 15(13), pages 1-16, July.
    14. Oehmke James F. & Naseem Anwar, 2016. "Mergers and Acquisitions (M&As), Market Structure and Inventive Activity in the Agricultural Biotechnology Industry," Journal of Agricultural & Food Industrial Organization, De Gruyter, vol. 14(1), pages 19-32, May.
    15. Loredana Gherasimescu & Florin Imbrea & Ilinca Imbrea & Laura Șmuleac & Raul Pașcalău & Cosmin Alin Popoescu & Piotr Prus & Cosmin Sălășan, 2023. "The Impact of COVID-19 Lockdown on West Romanian Crop Production in 2020," Sustainability, MDPI, vol. 15(18), pages 1-17, September.
    16. Giuseppe Timpanaro, 2023. "Agricultural Food Marketing, Economics and Policies," Agriculture, MDPI, vol. 13(4), pages 1-9, March.
    17. Tomas Baležentis & Mangirdas Morkūnas & Agnė Žičkienė & Artiom Volkov & Erika Ribašauskienė & Dalia Štreimikienė, 2021. "Policies for Rapid Mitigation of the Crisis’ Effects on Agricultural Supply Chains: A Multi-Criteria Decision Support System with Monte Carlo Simulation," Sustainability, MDPI, vol. 13(21), pages 1-31, October.
    18. Giulia Borghesi & Piergiuseppe Morone, 2023. "A review of the effects of COVID-19 on food waste," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 15(1), pages 261-280, February.
    19. Md Shahin Alam & Eva Schlecht & Marion Reichenbach, 2022. "Impacts of COVID-19 on Small-Scale Dairy Enterprises in an Indian Megacity—Insights from Greater Bengaluru," Sustainability, MDPI, vol. 14(4), pages 1-15, February.
    20. Danuta Zawadzka & Agnieszka Strzelecka & Ewa Szafraniec-Siluta, 2021. "Debt as a Source of Financial Energy of the Farm—What Causes the Use of External Capital in Financing Agricultural Activity? A Model Approach," Energies, MDPI, vol. 14(14), pages 1-17, July.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:15:y:2023:i:20:p:14934-:d:1260909. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.