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The technical efficiency of large-scale agricultural investment in Northwest Ethiopia: A stochastic frontier approach
This study endeavoured to measure the technical efficiency of large-scale agricultural investment in Northwest Ethiopia. Besides, it strives to fathom the socioeconomic attributes and farm management techniques that influence technical inefficiency. This study uses the stochastic frontier approach t...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10558816/ https://www.ncbi.nlm.nih.gov/pubmed/37809943 http://dx.doi.org/10.1016/j.heliyon.2023.e19572 |
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author | Motbaynor Workneh, Woretaw Kumar, Rakesh |
author_facet | Motbaynor Workneh, Woretaw Kumar, Rakesh |
author_sort | Motbaynor Workneh, Woretaw |
collection | PubMed |
description | This study endeavoured to measure the technical efficiency of large-scale agricultural investment in Northwest Ethiopia. Besides, it strives to fathom the socioeconomic attributes and farm management techniques that influence technical inefficiency. This study uses the stochastic frontier approach to estimate the technical efficiency based on the cross-section data of 200 investors selected through a multiple-stage random sampling technique. The study established that better utilization of capital, labour, land, and seed inputs was reflected positively (albeit proportionally less) in grain output; however, the influence of agrochemical inputs was negative. The study highlighted the positive role of gender and level of education in improving technical efficiency, whereas on the other hand, age, occupation, district, and subsidies contributed to technical inefficiency. The study found that the overall mean technical efficiency for the study area was 71.7%, meaning that producers produce grain at a loss of around 28.3% due to technical inefficiency. As a result, it might be said that producers use their technology and resources somewhat inefficiently. The outcome of the study calls for more education for adults, and female producers should be encouraged and given the opportunity to manage the large-scale grain farming segment. In addition, the government is compelled to provide strategies about proper input appliances and set up a pilot research institution in the study area. |
format | Online Article Text |
id | pubmed-10558816 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-105588162023-10-08 The technical efficiency of large-scale agricultural investment in Northwest Ethiopia: A stochastic frontier approach Motbaynor Workneh, Woretaw Kumar, Rakesh Heliyon Research Article This study endeavoured to measure the technical efficiency of large-scale agricultural investment in Northwest Ethiopia. Besides, it strives to fathom the socioeconomic attributes and farm management techniques that influence technical inefficiency. This study uses the stochastic frontier approach to estimate the technical efficiency based on the cross-section data of 200 investors selected through a multiple-stage random sampling technique. The study established that better utilization of capital, labour, land, and seed inputs was reflected positively (albeit proportionally less) in grain output; however, the influence of agrochemical inputs was negative. The study highlighted the positive role of gender and level of education in improving technical efficiency, whereas on the other hand, age, occupation, district, and subsidies contributed to technical inefficiency. The study found that the overall mean technical efficiency for the study area was 71.7%, meaning that producers produce grain at a loss of around 28.3% due to technical inefficiency. As a result, it might be said that producers use their technology and resources somewhat inefficiently. The outcome of the study calls for more education for adults, and female producers should be encouraged and given the opportunity to manage the large-scale grain farming segment. In addition, the government is compelled to provide strategies about proper input appliances and set up a pilot research institution in the study area. Elsevier 2023-09-07 /pmc/articles/PMC10558816/ /pubmed/37809943 http://dx.doi.org/10.1016/j.heliyon.2023.e19572 Text en © 2023 Published by Elsevier Ltd. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Research Article Motbaynor Workneh, Woretaw Kumar, Rakesh The technical efficiency of large-scale agricultural investment in Northwest Ethiopia: A stochastic frontier approach |
title | The technical efficiency of large-scale agricultural investment in Northwest Ethiopia: A stochastic frontier approach |
title_full | The technical efficiency of large-scale agricultural investment in Northwest Ethiopia: A stochastic frontier approach |
title_fullStr | The technical efficiency of large-scale agricultural investment in Northwest Ethiopia: A stochastic frontier approach |
title_full_unstemmed | The technical efficiency of large-scale agricultural investment in Northwest Ethiopia: A stochastic frontier approach |
title_short | The technical efficiency of large-scale agricultural investment in Northwest Ethiopia: A stochastic frontier approach |
title_sort | technical efficiency of large-scale agricultural investment in northwest ethiopia: a stochastic frontier approach |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10558816/ https://www.ncbi.nlm.nih.gov/pubmed/37809943 http://dx.doi.org/10.1016/j.heliyon.2023.e19572 |
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