[go: up one dir, main page]

IDEAS home Printed from https://ideas.repec.org/a/ags/ajfand/340681.html
   My bibliography  Save this article

Determinants Of Crop Choice In North Shewa, Ethiopia: A Fractional Multinomial Approach

Author

Listed:
  • Harun, ME
  • Legesse, B
Abstract
Rapid population growth and climate change remain challenges of addressing food security in sub-Saharan Africa. Improving productivity and commercialization of smallholder famers are recognized as effective strategies in addressing food security and sustainable agriculture. Crop choice is a tool for efficient utilization of land, stabilizing food prices and creating a balanced food system. Despite the presence of national agricultural output growth in Ethiopia in recent years, there is widespread concern that the contribution of agricultural output to gross domestic product is below its potential. To find ways to increase smallholders’ crop production and productivity and achieve food security, this study investigated factors determining crop choice in North Shewa Ethiopia. A total of 392 farmers were selected using a Multi-stage random sampling technique. A schedule interview using questionnaire was used to collect cross-sectional data from smallholder farmers, while focus group discussions were organized to supplement the quantitative analysis. Results from descriptive statistics revealed that major sources of income were crop production activities. Findings also revealed that households had acquired land through redistribution and purchasing. The study also revealed that market-associated problems including transportation, weak land contractual enforcements, and inadecquacy of wage laborers during harvesting negatively affect farm income. The study found sorghum, teff, onion and mungbean as dominant crops covering 95 % of the total cultivated land. The finding also indicated that land allocation for each crop is interdependent between crop types and between households through their socio-economic facts. The Fractional multinomial model indicates that market distance and irrigation use were found to influence all four crop shares. The analysis also predicts the association of each variable with each crop share in the form of average marginal effects. The key policy implication is that optimal crop choice and sustainable crop production could easily be achieved through market related mechanisms like insurance and contractual farming.

Suggested Citation

  • Harun, ME & Legesse, B, 2023. "Determinants Of Crop Choice In North Shewa, Ethiopia: A Fractional Multinomial Approach," African Journal of Food, Agriculture, Nutrition and Development (AJFAND), African Journal of Food, Agriculture, Nutrition and Development (AJFAND), vol. 23(3), January.
  • Handle: RePEc:ags:ajfand:340681
    DOI: 10.22004/ag.econ.340681
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/340681/files/Harun.pdf
    Download Restriction: no

    File URL: https://libkey.io/10.22004/ag.econ.340681?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
    ---><---

    References listed on IDEAS

    as
    1. Michael T. Wallace & Joan E. Moss, 2002. "Farmer Decision‐Making with Conflicting Goals: A Recursive Strategic Programming Analysis," Journal of Agricultural Economics, Wiley Blackwell, vol. 53(1), pages 82-100, March.
    2. J. Hope & J. Lingard, 1992. "The Influence Of Risk Aversion On The Uptake Of Set‐Aside: A Motad And Crp Approach," Journal of Agricultural Economics, Wiley Blackwell, vol. 43(3), pages 401-411, September.
    3. Papke, Leslie E & Wooldridge, Jeffrey M, 1996. "Econometric Methods for Fractional Response Variables with an Application to 401(K) Plan Participation Rates," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 619-632, Nov.-Dec..
    4. Marcel Fafchamps, 1992. "Cash Crop Production, Food Price Volatility, and Rural Market Integration in the Third World," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 74(1), pages 90-99.
    5. John Mullahy & Stephanie Robert, 2010. "No time to lose: time constraints and physical activity in the production of health," Review of Economics of the Household, Springer, vol. 8(4), pages 409-432, December.
    6. Khondoker A. Mottaleb & Dil Bahadur Rahut, 2018. "Household production and consumption patterns of Teff in Ethiopia," Agribusiness, John Wiley & Sons, Ltd., vol. 34(3), pages 668-684, June.
    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. Jianhong Mu & Bruce McCarl & Anne Wein, 2013. "Adaptation to climate change: changes in farmland use and stocking rate in the U.S," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 18(6), pages 713-730, August.
    2. John Mullahy, 2010. "Multivariate Fractional Regression Estimation of Econometric Share Models," NBER Working Papers 16354, National Bureau of Economic Research, Inc.
    3. Girma, Hiywot Menker & Hassan, Rashid M., 2014. "Drivers of land-use change in the Southern Nations, Nationalities and People’s Region of Ethiopia," African Journal of Agricultural and Resource Economics, African Association of Agricultural Economists, vol. 9(2), pages 1-17, April.
    4. Juan Du & Takeshi Yagihashi, 2017. "Health capital investment and time spent on health-related activities," Review of Economics of the Household, Springer, vol. 15(4), pages 1215-1248, December.
    5. Dumbrell, Nikki P. & Wheeler, Sarah Ann & Zuo, Alec & Adamson, David, 2022. "Public willingness to make trade-offs in the development of a hydrogen industry in Australia," Energy Policy, Elsevier, vol. 165(C).
    6. Urwin, Sean & Lau, Yiu-Shing & Grande, Gunn & Sutton, Matthew, 2023. "Informal caregiving and the allocation of time: implications for opportunity costs and measurement," Social Science & Medicine, Elsevier, vol. 334(C).
    7. José M. R. Murteira & Joaquim J. S. Ramalho, 2016. "Regression Analysis of Multivariate Fractional Data," Econometric Reviews, Taylor & Francis Journals, vol. 35(4), pages 515-552, April.
    8. Dzanku, Fred M., 2015. "Household-specific food price differentials and high-value crop production in rural Ghana," Food Policy, Elsevier, vol. 57(C), pages 73-82.
    9. Callado Muñoz, Francisco Jose & González Chapela, Jorge & Utrero González, Natalia, 2014. "Analysis of deviance in household financial portfolio choice: evidence from Spain," MPRA Paper 57497, University Library of Munich, Germany.
    10. Si, Chengyu & Nadolnyak, Denis, 2018. "The Effects of Government Payments on Agricultural Land Use," 2018 Annual Meeting, February 2-6, 2018, Jacksonville, Florida 266628, Southern Agricultural Economics Association.
    11. F. J. Callado-Munoz & J. Gonzalez-Chapela & N. Utrero-Gonzalez, 2017. "Analysis of Variance in Household Financial Portfolio Choice: Evidence from Spain," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 67(5), pages 439-459, October.
    12. Chengyu Si & Yanru Li & Wei Jiang, 2023. "Effect of Insurance Subsidies on Agricultural Land-Use," IJERPH, MDPI, vol. 20(2), pages 1-12, January.
    13. Koch, Steven F., 2015. "On the performance of fractional multinomial response models for estimating Engel Curves," Agrekon, Agricultural Economics Association of South Africa (AEASA), vol. 54(1), June.
    14. Arslan, AslIhan, 2011. "Shadow vs. market prices in explaining land allocation: Subsistence maize cultivation in rural Mexico," Food Policy, Elsevier, vol. 36(5), pages 605-613, October.
    15. Jianhong E. Mu & John M. Antle & John T. Abatzoglou, 2019. "Representative agricultural pathways, climate change, and agricultural land uses: an application to the Pacific Northwest of the USA," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 24(5), pages 819-837, June.
    16. Salazar-Espinoza, César & Jones, Sam & Tarp, Finn, 2015. "Weather shocks and cropland decisions in rural Mozambique," Food Policy, Elsevier, vol. 53(C), pages 9-21.
    17. González Chapela, Jorge, 2014. "Some estimates for income elasticities of leisure activities in the United States," MPRA Paper 57303, University Library of Munich, Germany.
    18. Allen, James E. IV, 2014. "Determinants of Land Allocation in a Multi-Crop Farming System: An Application of the Fractional Multinomial Logit Model to Agricultural Households in Mali," 2014 Annual Meeting, July 27-29, 2014, Minneapolis, Minnesota 170175, Agricultural and Applied Economics Association.
    19. repec:ags:ijag24:346830 is not listed on IDEAS
    20. Steven F. Koch, 2015. "On the performance of fractional multinomial response models for estimating Engel Curves," Agrekon, Taylor & Francis Journals, vol. 54(1), pages 28-52, March.
    21. Cho, Sung Ju & McCarl, Bruce A. & Wu, Ximing, 2014. "Climate Change Adaptation and Shifts in Land Use for Major Crops in the U.S," 2014 Annual Meeting, July 27-29, 2014, Minneapolis, Minnesota 170015, Agricultural and Applied Economics Association.

    More about this item

    Keywords

    Farm Management;

    Statistics

    Access and download statistics

    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:ags:ajfand:340681. 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: AgEcon Search (email available below). General contact details of provider: https://www.ajfand.net/ .

    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.