Efficiency and Environmental Awareness of Paddy Farmers: Stochastic Frontier Analysis vs Data Envelopment Analysis
This study compares the paddy production efficiency and farmers environmental awareness using both stochastic frontier analysis (SFA) and data envelopment analysis (DEA), the primary data collected from paddy farmer organizations known as Pertubuhan Peladang Kawasan (PPK) under Muda Agricultural Dev...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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ExcelingTech Publishers
2018
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| Online Access: | https://repo.uum.edu.my/id/eprint/24304/1/IJSCM%20%207%201%202018%20170%20177.pdf |
| _version_ | 1825805081593774080 |
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| author | Zabidi, Nerda Zura Baten, Md Azizul Ramli, Razamin Mat Kasim, Maznah |
| author_facet | Zabidi, Nerda Zura Baten, Md Azizul Ramli, Razamin Mat Kasim, Maznah |
| author_sort | Zabidi, Nerda Zura |
| collection | UUM |
| description | This study compares the paddy production efficiency and farmers environmental awareness using both stochastic frontier analysis (SFA) and data envelopment analysis (DEA), the primary data collected from paddy farmer organizations known as Pertubuhan Peladang Kawasan (PPK) under Muda Agricultural Development Authority, Kedah, Malaysia.From the results, the coefficients of area and wage are observed significant and positive impact on paddy production while the effect of overall cost, cost on seed and fertilizer are found negative but the cost on fertilizer is recorded significant.The knowledge on environment and contract with agricultural officers are two exogenous factors that has positive significant impact while the education of the farmer factor has a negative significant impact. All the PPKs performance considered is observed on an average but they have the opportunity to increase more than 50% of their production by using same amount of inputs.The performance of Kerpan PPK is found higher than that of other PPKs when the effects of exogenous factors are considered in SFA. The performance of Kubang Pasu PPK is found minimum comparing to the other PPKs using DEA which is observed similar with SFA with exogenous factors. Again, the Kepala Batas PPK is recorded higher relative performance. |
| first_indexed | 2024-07-04T06:26:03Z |
| format | Article |
| id | uum-24304 |
| institution | Universiti Utara Malaysia |
| language | English |
| last_indexed | 2024-07-04T06:26:03Z |
| publishDate | 2018 |
| publisher | ExcelingTech Publishers |
| record_format | eprints |
| spelling | uum-243042018-06-25T01:53:02Z https://repo.uum.edu.my/id/eprint/24304/ Efficiency and Environmental Awareness of Paddy Farmers: Stochastic Frontier Analysis vs Data Envelopment Analysis Zabidi, Nerda Zura Baten, Md Azizul Ramli, Razamin Mat Kasim, Maznah QA75 Electronic computers. Computer science This study compares the paddy production efficiency and farmers environmental awareness using both stochastic frontier analysis (SFA) and data envelopment analysis (DEA), the primary data collected from paddy farmer organizations known as Pertubuhan Peladang Kawasan (PPK) under Muda Agricultural Development Authority, Kedah, Malaysia.From the results, the coefficients of area and wage are observed significant and positive impact on paddy production while the effect of overall cost, cost on seed and fertilizer are found negative but the cost on fertilizer is recorded significant.The knowledge on environment and contract with agricultural officers are two exogenous factors that has positive significant impact while the education of the farmer factor has a negative significant impact. All the PPKs performance considered is observed on an average but they have the opportunity to increase more than 50% of their production by using same amount of inputs.The performance of Kerpan PPK is found higher than that of other PPKs when the effects of exogenous factors are considered in SFA. The performance of Kubang Pasu PPK is found minimum comparing to the other PPKs using DEA which is observed similar with SFA with exogenous factors. Again, the Kepala Batas PPK is recorded higher relative performance. ExcelingTech Publishers 2018 Article PeerReviewed application/pdf en https://repo.uum.edu.my/id/eprint/24304/1/IJSCM%20%207%201%202018%20170%20177.pdf Zabidi, Nerda Zura and Baten, Md Azizul and Ramli, Razamin and Mat Kasim, Maznah (2018) Efficiency and Environmental Awareness of Paddy Farmers: Stochastic Frontier Analysis vs Data Envelopment Analysis. International Journal of Supply Chain Management (IJSCM), 7 (1). pp. 170-177. ISSN 2050-7399 http://ojs.excelingtech.co.uk/index.php/IJSCM/article/view/1974 |
| spellingShingle | QA75 Electronic computers. Computer science Zabidi, Nerda Zura Baten, Md Azizul Ramli, Razamin Mat Kasim, Maznah Efficiency and Environmental Awareness of Paddy Farmers: Stochastic Frontier Analysis vs Data Envelopment Analysis |
| title | Efficiency and Environmental Awareness of Paddy Farmers: Stochastic Frontier Analysis vs Data Envelopment Analysis |
| title_full | Efficiency and Environmental Awareness of Paddy Farmers: Stochastic Frontier Analysis vs Data Envelopment Analysis |
| title_fullStr | Efficiency and Environmental Awareness of Paddy Farmers: Stochastic Frontier Analysis vs Data Envelopment Analysis |
| title_full_unstemmed | Efficiency and Environmental Awareness of Paddy Farmers: Stochastic Frontier Analysis vs Data Envelopment Analysis |
| title_short | Efficiency and Environmental Awareness of Paddy Farmers: Stochastic Frontier Analysis vs Data Envelopment Analysis |
| title_sort | efficiency and environmental awareness of paddy farmers stochastic frontier analysis vs data envelopment analysis |
| topic | QA75 Electronic computers. Computer science |
| url | https://repo.uum.edu.my/id/eprint/24304/1/IJSCM%20%207%201%202018%20170%20177.pdf |
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