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Adoption of improved chickpea technologies for productivity enhancement in the North Western Ethiopian highlands
Efforts have been made on promoting improved chickpea technologies. However, the result is not that much impressive. This study aimed to analyze drivers of technology adoption. 224 respondents were used for this study. Multivariate Probit (MVP) and Seemingly Unrelated Regression (SUR) models were em...
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/PMC10558292/ https://www.ncbi.nlm.nih.gov/pubmed/37810081 http://dx.doi.org/10.1016/j.heliyon.2023.e18971 |
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author | Wale, Mesfin Fenta Teshome, Akalu Tessema, Workneh Kassa |
author_facet | Wale, Mesfin Fenta Teshome, Akalu Tessema, Workneh Kassa |
author_sort | Wale, Mesfin Fenta |
collection | PubMed |
description | Efforts have been made on promoting improved chickpea technologies. However, the result is not that much impressive. This study aimed to analyze drivers of technology adoption. 224 respondents were used for this study. Multivariate Probit (MVP) and Seemingly Unrelated Regression (SUR) models were employed. The results from MVP model, marginal success probability of adoption decision were 60%, 19%, and 17% for a variety, bio-inoculant, and chemical fertilizer, respectively. Distance from farmers' training center, farm income, livestock holding, and field day participation have significantly affected for adoption of chickpea varieties. A social network, market information, and field day participation have significantly influenced the adoption of bio-inoculant fertilizer. In addition, household size, asset owned, and field day participation has significantly influenced the adoption of chemical fertilizer. Field day participation was the most important variable for the adoption decision of chickpea technologies as a package. The results from SUR model, farmers' training center distance, farm income, livestock holding, social network and agricultural training have significantly influenced adoption intensity of improved varieties. Age, farming experience, livestock holding, social network, education status, and field day and training participation have significantly influenced the intensity of bio-inoculant adoption. In addition, Age, education status, radio owned, training participation, asset owned and farmer's perception have significantly influenced the intensity of chemical fertilizer adoption. Training participation is the most determinant factor for adoption intensity of improved technologies. Hence, government should emphasize on improving of extension services, provision of education, encouraging livestock rearing, strengthening credit access for farmers, strengthening rural infrastructure, and considering community social network for adoption of chickpea technologies. |
format | Online Article Text |
id | pubmed-10558292 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-105582922023-10-08 Adoption of improved chickpea technologies for productivity enhancement in the North Western Ethiopian highlands Wale, Mesfin Fenta Teshome, Akalu Tessema, Workneh Kassa Heliyon Research Article Efforts have been made on promoting improved chickpea technologies. However, the result is not that much impressive. This study aimed to analyze drivers of technology adoption. 224 respondents were used for this study. Multivariate Probit (MVP) and Seemingly Unrelated Regression (SUR) models were employed. The results from MVP model, marginal success probability of adoption decision were 60%, 19%, and 17% for a variety, bio-inoculant, and chemical fertilizer, respectively. Distance from farmers' training center, farm income, livestock holding, and field day participation have significantly affected for adoption of chickpea varieties. A social network, market information, and field day participation have significantly influenced the adoption of bio-inoculant fertilizer. In addition, household size, asset owned, and field day participation has significantly influenced the adoption of chemical fertilizer. Field day participation was the most important variable for the adoption decision of chickpea technologies as a package. The results from SUR model, farmers' training center distance, farm income, livestock holding, social network and agricultural training have significantly influenced adoption intensity of improved varieties. Age, farming experience, livestock holding, social network, education status, and field day and training participation have significantly influenced the intensity of bio-inoculant adoption. In addition, Age, education status, radio owned, training participation, asset owned and farmer's perception have significantly influenced the intensity of chemical fertilizer adoption. Training participation is the most determinant factor for adoption intensity of improved technologies. Hence, government should emphasize on improving of extension services, provision of education, encouraging livestock rearing, strengthening credit access for farmers, strengthening rural infrastructure, and considering community social network for adoption of chickpea technologies. Elsevier 2023-09-09 /pmc/articles/PMC10558292/ /pubmed/37810081 http://dx.doi.org/10.1016/j.heliyon.2023.e18971 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 Wale, Mesfin Fenta Teshome, Akalu Tessema, Workneh Kassa Adoption of improved chickpea technologies for productivity enhancement in the North Western Ethiopian highlands |
title | Adoption of improved chickpea technologies for productivity enhancement in the North Western Ethiopian highlands |
title_full | Adoption of improved chickpea technologies for productivity enhancement in the North Western Ethiopian highlands |
title_fullStr | Adoption of improved chickpea technologies for productivity enhancement in the North Western Ethiopian highlands |
title_full_unstemmed | Adoption of improved chickpea technologies for productivity enhancement in the North Western Ethiopian highlands |
title_short | Adoption of improved chickpea technologies for productivity enhancement in the North Western Ethiopian highlands |
title_sort | adoption of improved chickpea technologies for productivity enhancement in the north western ethiopian highlands |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10558292/ https://www.ncbi.nlm.nih.gov/pubmed/37810081 http://dx.doi.org/10.1016/j.heliyon.2023.e18971 |
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