IDEAS home Printed from https://ideas.repec.org/a/spr/apjors/v6y2022i2d10.1007_s41685-022-00240-z.html
   My bibliography  Save this article

Analyzing the effective role of formal credit and technological development for rice cultivation

Author

Listed:
  • Abbas Ali Chandio

    (Sichuan Agricultural University)

  • Fayyaz Ahmad

    (Lanzhou University)

  • Ghulam Raza Sargani

    (Sichuan Agricultural University)

  • Asad Amin

    (Nanjing University of Aeronautics and Astronautics)

  • Martinson Ankrah Twumasi

    (Sichuan Agricultural University)

Abstract

We investigated the short-term (ST) and long-term (LT) effects of formal credit, technological development (via improved quality seeds, and use of chemical fertilizers) on rice cultivation in Nepal over the period 1991 to 2019. The ARDL bounds testing co-integration was applied to estimate the long-term association between formal credit, technological development, cultivated area, energy consumption, and rice cultivation. Simultaneously, the VECM method was applied to discover the direction of the causal association between the considered variables. The findings were as follows: (1) the present study verified a long-term co-integration connection between the variables. (2) Formal credit significantly increased rice cultivation in the LT and ST. (3) Technological development factors such as improved quality seeds significantly augmented rice cultivation only in the ST. (4) Correspondingly, chemical fertilizers significantly enhanced rice cultivation in LT and ST. (5) The causality outcomes confirmed a strong LT impact of all variables on rice production. (6) The ST bidirectional causality runs from formal credit and cultivation area to rice cultivation, whereas the causal association of the remaining variables is uni-directional. (7) Additionally, the outcomes of IRF and VDM again confirmed that all factors influence rice cultivation in LT. This study verified that credit played a dynamic role in enhancing rice production and improving food security in Nepal. Consequently, based on our findings, we recommend efforts to increase rice production and improve credit supply in farming communities through financial institutions at flexible interest rates and ensure proper credit utilization.

Suggested Citation

  • Abbas Ali Chandio & Fayyaz Ahmad & Ghulam Raza Sargani & Asad Amin & Martinson Ankrah Twumasi, 2022. "Analyzing the effective role of formal credit and technological development for rice cultivation," Asia-Pacific Journal of Regional Science, Springer, vol. 6(2), pages 683-711, June.
  • Handle: RePEc:spr:apjors:v:6:y:2022:i:2:d:10.1007_s41685-022-00240-z
    DOI: 10.1007/s41685-022-00240-z
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s41685-022-00240-z
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s41685-022-00240-z?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Hans Binswanger & Shahidur Khandker, 1995. "The impact of formal finance on the rural economy of India," Journal of Development Studies, Taylor & Francis Journals, vol. 32(2), pages 234-262.
    2. Muhammad Shahbaz & Muhammad Shahbaz Shabbir & Muhammad Sabihuddin Butt, 2013. "Effect of financial development on agricultural growth in Pakistan," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 40(8), pages 707-728, June.
    3. Cheryl R. Doss & Michael L. Morris, 2000. "How does gender affect the adoption of agricultural innovations?," Agricultural Economics, International Association of Agricultural Economists, vol. 25(1), pages 27-39, June.
    4. Liu, Chuncheng, 2019. "Multiple Social Credit Systems in China," SocArXiv v9frs, Center for Open Science.
    5. Thorsten Beck & Asli Demirguc‐Kunt & Luc Laeven & Ross Levine, 2008. "Finance, Firm Size, and Growth," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(7), pages 1379-1405, October.
    6. Pavel Ciaian & d’Artis Kancs, 2012. "The Capitalization of Area Payments into Farmland Rents: Micro Evidence from the New EU Member States," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 60(4), pages 517-540, December.
    7. Liane Faltermeier & Awudu Abdulai, 2009. "The impact of water conservation and intensification technologies: empirical evidence for rice farmers in Ghana," Agricultural Economics, International Association of Agricultural Economists, vol. 40(3), pages 365-379, May.
    8. Million Tadesse, 2014. "Fertilizer adoption, credit access, and safety nets in rural Ethiopia," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 74(3), pages 290-310, August.
    9. Hussain, Anwar Hussain, 2012. "Impact of Credit Disbursement, Area under Cultivation, Fertilizer Consumption and Water Availability on Rice Production in Pakistan (1988-2010)," MPRA Paper 41963, University Library of Munich, Germany.
    10. Manuel A. Zambrano‐Monserrate & Mario Andres Fernandez, 2017. "An Environmental Kuznets Curve for N2O emissions in Germany: an ARDL approach," Natural Resources Forum, Blackwell Publishing, vol. 41(2), pages 119-127, May.
    11. Esther Duflo & William Gale & Jeffrey Liebman & Peter Orszag & Emmanuel Saez, 2006. "Saving Incentives for Low- and Middle-Income Families: Evidence from a Field Experiment with H&R Block," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(4), pages 1311-1346.
    12. Karlan, Dean S. & Zinman, Jonathan, 2009. "Expanding Microenterprise Credit Access: Using Randomized Supply Decisions to Estimate the Impacts in Manila," Center Discussion Papers 52600, Yale University, Economic Growth Center.
    13. Abbas Ali Chandio & Yuansheng Jiang & Feng Wei & Abdul Rehman & Dan Liu, 2017. "Famers’ access to credit: Does collateral matter or cash flow matter?—Evidence from Sindh, Pakistan," Cogent Economics & Finance, Taylor & Francis Journals, vol. 5(1), pages 1369383-136, January.
    14. Shahidur R. Khandker & Gayatri B. Koolwal, 2016. "How has microcredit supported agriculture? Evidence using panel data from Bangladesh," Agricultural Economics, International Association of Agricultural Economists, vol. 47(2), pages 157-168, March.
    15. Jeetendra Prakash Aryal & Dil Bahadur Rahut & Sofina Maharjan & Olaf Erenstein, 2018. "Factors affecting the adoption of multiple climate‐smart agricultural practices in the Indo‐Gangetic Plains of India," Natural Resources Forum, Blackwell Publishing, vol. 42(3), pages 141-158, August.
    16. Ganesh Thapa & Anjani Kumar & P.K. Joshi (ed.), 2019. "Agricultural Transformation in Nepal," Springer Books, Springer, number 978-981-32-9648-0, December.
    17. Muhammad Iqbal & Munir Ahmad & Kalbe Abbas, 2003. "The Impact of Institutional Credit on Agricultural Production in Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 42(4), pages 469-485.
    18. Jaim, W. M. H. & Rahman, M. Lutfor, 1984. "Cash Flows Of Rural Households: A Micro Level Study In Bangladesh," Bangladesh Journal of Agricultural Economics, Bangladesh Agricultural University, vol. 8(2), pages 1-16, December.
    19. Becerril, Javier & Abdulai, Awudu, 2010. "The Impact of Improved Maize Varieties on Poverty in Mexico: A Propensity Score-Matching Approach," World Development, Elsevier, vol. 38(7), pages 1024-1035, July.
    20. Zibei Chen & Minchao Jin, 2017. "Financial Inclusion in China: Use of Credit," Journal of Family and Economic Issues, Springer, vol. 38(4), pages 528-540, December.
    21. Zhu, Xiaoke & Hu, Ruifa & Zhang, Chao & Shi, Guanming, 2021. "Does Internet use improve technical efficiency? Evidence from apple production in China," Technological Forecasting and Social Change, Elsevier, vol. 166(C).
    22. Mamudu Abunga Akudugu, 2016. "Agricultural productivity, credit and farm size nexus in Africa: a case study of Ghana," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 76(2), pages 288-308, July.
    23. Karlan, Dean & Zinman, Jonathan, 2009. "Expanding Microenterprise Credit Access: Randomized Supply Decisions to Estimate the Impacts in Manila," Working Papers 68, Yale University, Department of Economics.
    24. Devkota, Niranjan & Paija, Nirash, 2020. "Impact of Climate Change on Paddy Production: Evidence from Nepal," Asian Journal of Agriculture and Development, Southeast Asian Regional Center for Graduate Study and Research in Agriculture (SEARCA), vol. 17(2), December.
    25. Wang, Lili & Lu, Wei & Malhotra, Naresh K., 2011. "Demographics, attitude, personality and credit card features correlate with credit card debt: A view from China," Journal of Economic Psychology, Elsevier, vol. 32(1), pages 179-193, February.
    26. Boris O. K. Lokonon & Aly A. Mbaye, 2018. "Climate change and adoption of sustainable land management practices in the Niger basin of Benin," Natural Resources Forum, Blackwell Publishing, vol. 42(1), pages 42-53, February.
    27. Mendola, Mariapia, 2007. "Agricultural technology adoption and poverty reduction: A propensity-score matching analysis for rural Bangladesh," Food Policy, Elsevier, vol. 32(3), pages 372-393, June.
    28. Roshini Brizmohun, 2019. "Impact of climate change on food security of small islands: The case of Mauritius," Natural Resources Forum, Blackwell Publishing, vol. 43(3), pages 154-163, August.
    29. Boucher, Stephen R. & Guirkinger, Catherine & Trivelli, Carolina, 2005. "Direct elicitation of credit constraints: Conceptual and practical issues with an empirical application," 2005 Annual meeting, July 24-27, Providence, RI 19272, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    30. 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.
    31. Montgomery, Heather & Weiss, John, 2011. "Can Commercially-oriented Microfinance Help Meet the Millennium Development Goals? Evidence from Pakistan," World Development, Elsevier, vol. 39(1), pages 87-109, January.
    32. Signe-Mary McKernan, 2002. "The Impact Of Microcredit Programs On Self-Employment Profits: Do Noncredit Program Aspects Matter?," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 93-115, February.
    33. Abdulai, Awudu & CroleRees, Anna, 2001. "Determinants of income diversification amongst rural households in Southern Mali," Food Policy, Elsevier, vol. 26(4), pages 437-452, August.
    34. Muhammad Khalid Bashir & Yasir Mehmood, 2010. "Institutional credit and rice productivity: a case study of District Lahore, Pakistan," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 2(4), pages 412-419, November.
    35. Liu, Chuncheng, 2019. "Multiple social credit systems in China," economic sociology. perspectives and conversations, Max Planck Institute for the Study of Societies, vol. 21(1), pages 22-32.
    36. Besley, Timothy & Case, Anne, 1993. "Modeling Technology Adoption in Developing Countries," American Economic Review, American Economic Association, vol. 83(2), pages 396-402, May.
    37. Sohail Abbas & Zulfiqar Ali Mayo, 2021. "Impact of temperature and rainfall on rice production in Punjab, Pakistan," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(2), pages 1706-1728, February.
    38. Nguyen Tuan Anh & Christopher Gan & Dao Le Trang Anh, 2020. "Does credit boost agricultural performance? Evidence from Vietnam," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 47(9), pages 1203-1221, August.
    39. Nawaz AHMAD, 2011. "Impact of Institutional Credit on Agricultural Output: A Case Study of Pakistan," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania / Editura Economica, vol. 0(10(563)), pages 99-120, October.
    40. Sohail Abbas & Ghulam Dastgeer, 2021. "Analysing the impacts of climate variability on the yield of Kharif rice over Punjab, Pakistan," Natural Resources Forum, Blackwell Publishing, vol. 45(4), pages 329-349, November.
    41. Abdul-Rahaman, Awal & Issahaku, Gazali & Zereyesus, Yacob A., 2021. "Improved rice variety adoption and farm production efficiency: Accounting for unobservable selection bias and technology gaps among smallholder farmers in Ghana," Technology in Society, Elsevier, vol. 64(C).
    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. Xincai Gao & Lin Ji & Abbas Ali Chandio & Amber Gul & Martinson Ankrah Twumasi & Fayyaz Ahmad, 2022. "Towards Sustainable Agriculture in China: Assessing the Robust Role of Green Public Investment," Sustainability, MDPI, vol. 14(6), pages 1-18, March.
    2. Abbas Ali Chandio & Yuansheng Jiang & Abdul Rauf & Fayyaz Ahmad & Waqas Amin & Khurram Shehzad, 2020. "Assessment of Formal Credit and Climate Change Impact on Agricultural Production in Pakistan: A Time Series ARDL Modeling Approach," Sustainability, MDPI, vol. 12(13), pages 1-21, June.
    3. Kassouri, Yacouba & Kacou, Kacou Yves Thierry, 2022. "Does the structure of credit markets affect agricultural development in West African countries?," Economic Analysis and Policy, Elsevier, vol. 73(C), pages 588-601.
    4. Nusrat Abedin Jimi & Plamen V. Nikolov & Mohammad Abdul Malek & Subal Kumbhakar, 2019. "The effects of access to credit on productivity: separating technological changes from changes in technical efficiency," Journal of Productivity Analysis, Springer, vol. 52(1), pages 37-55, December.
    5. Raju Ghimire & Wen-Chi Huang, 2015. "Household wealth and adoption of improved maize varieties in Nepal: a double-hurdle approach," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 7(6), pages 1321-1335, December.
    6. Abdul Rehman & Zakia Batool & Hengyun Ma & Rafael Alvarado & Judit Oláh, 2024. "Climate change and food security in South Asia: the importance of renewable energy and agricultural credit," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-11, December.
    7. Chandio, Abbas Ali & Jiang, Yuansheng & Ahmad, Fayyaz & Adhikari, Salina & Ain, Qurat Ul, 2021. "Assessing the impacts of climatic and technological factors on rice production: Empirical evidence from Nepal," Technology in Society, Elsevier, vol. 66(C).
    8. Patwary, Md. Sazzad Hossain & Islam, Md. Shahidul & Mosharrafa, Rana Al, 2023. "Effect of bank credit on agricultural gross domestic product," Agricultural and Resource Economics: International Scientific E-Journal, Agricultural and Resource Economics: International Scientific E-Journal, vol. 9(1), March.
    9. Nusrat Abedin Jimi & Plamen Nikolov & Mohammad Abdul Malek & Subal Kumbhakar, 2020. "The Effects of Access to Credit on Productivity Among Microenterprises: Separating Technological Changes from Changes in Technical Efficiency," Papers 2006.03650, arXiv.org.
    10. Evans Olaniyi, 2017. "Back to the Land: The Impact of Financial Inclusion on Agriculture in Nigeria," Iranian Economic Review (IER), Faculty of Economics,University of Tehran.Tehran,Iran, vol. 21(4), pages 885-903, Autumn.
    11. Abbas Ali, Chandio & Yuansheg, Jiang & Asad, Amin & Waqar, Akram & Ilhan, Ozturk & Avik, Sinha & Fayyaz, Ahmad, 2021. "Modeling the impact of climatic and non-climatic factors on cereal production: evidence from Indian agricultural sector," MPRA Paper 110065, University Library of Munich, Germany, revised 2021.
    12. Zaid Ashiq Khan & Mansoor Ahmed Koondhar & Noshaba Aziz & Uzair Ali & Liu Tianjun, 2020. "Revisiting the effects of relevant factors on Pakistan's agricultural products export," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 66(12), pages 527-541.
    13. Dean Karlan & Jonathan Zinman, 2010. "Expanding Credit Access: Using Randomized Supply Decisions to Estimate the Impacts," The Review of Financial Studies, Society for Financial Studies, vol. 23(1), pages 433-464, January.
    14. Robert Becker Pickson & Ge He & Elliot Boateng, 2022. "Impacts of climate change on rice production: evidence from 30 Chinese provinces," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(3), pages 3907-3925, March.
    15. Paramasivam Ramasamy & Umanath Malaiarasan, 2023. "Agricultural credit in India: determinants and effects," Indian Economic Review, Springer, vol. 58(1), pages 169-195, June.
    16. Bairagi, Subir & Bhandari, Humnath & Kumar Das, Subrata & Mohanty, Samarendu, 2021. "Flood-tolerant rice improves climate resilience, profitability, and household consumption in Bangladesh," Food Policy, Elsevier, vol. 105(C).
    17. Islam, Abu Hayat, 2015. "Can Integrated Rice-Fish System Increase Welfare of the Marginalized Extreme Poor in Bangladesh? A DID Matching Approach," 2015 Conference, August 9-14, 2015, Milan, Italy 211792, International Association of Agricultural Economists.
    18. Pham Bao Duong & Pham Tien Thanh & Tihomir Ancev, 2021. "Impacts of off‐farm employment on welfare, food security and poverty: Evidence from rural Vietnam," International Journal of Social Welfare, John Wiley & Sons, vol. 30(1), pages 84-96, January.
    19. Bairagi, Subir & Mishra, Ashok K. & Durand-Morat, Alvaro, 2020. "Climate risk management strategies and food security: Evidence from Cambodian rice farmers," Food Policy, Elsevier, vol. 95(C).
    20. Maren Duvendack & Richard Palmer-Jones, 2012. "High Noon for Microfinance Impact Evaluations: Re-investigating the Evidence from Bangladesh," Journal of Development Studies, Taylor & Francis Journals, vol. 48(12), pages 1864-1880, December.

    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:spr:apjors:v:6:y:2022:i:2:d:10.1007_s41685-022-00240-z. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.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.