Spatial dependence of production choice: application of Bayesian Spatial Autoregressive Probit model on smallholder rubber producers
This research is conducted to study the output choice of rubber farmers with the special interest in measuring the neighbourhood effect in the choice production choice. We make inferences about the choice of production of Ribbed Smoked Sheets (RSS) for selling. In doing so, we estimate a Spatial Aut...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Università degli Studi di Firenze
2013-12-01
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| Series: | Journal of Agriculture and Environment for International Development |
| Online Access: | http://www.iao.florence.it/ojs/index.php/JAEID/article/view/142 |
| _version_ | 1818943944930623488 |
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| author | Jagath Chaminda Edirisinghe Keminda Herath Udith Jayasinghe-Mudalige Sachintha Mendis |
| author_facet | Jagath Chaminda Edirisinghe Keminda Herath Udith Jayasinghe-Mudalige Sachintha Mendis |
| author_sort | Jagath Chaminda Edirisinghe |
| collection | DOAJ |
| description | This research is conducted to study the output choice of rubber farmers with the special interest in measuring the neighbourhood effect in the choice production choice. We make inferences about the choice of production of Ribbed Smoked Sheets (RSS) for selling. In doing so, we estimate a Spatial Autoregressive Probit Model (SAPM) using recently developed Bayesian techniques in estimating the SAPM. We find that significant spatial relations exist in the production of sheet rubber and there are considerable amounts of spillover effects. The overarching issues of product choice are the availability of physical resources and the lack of proper grading system. Our findings reveals the possibility of central processing to overcome resource limitations, significant reductions in extension efforts in promoting good manufacturing practices by taking stock of the ‘neighbourhood’ effect present in farmer choices and the necessity of proper grading and quality management system to win producer trust. |
| first_indexed | 2024-12-20T07:35:23Z |
| format | Article |
| id | doaj.art-e67c31d88fab40c88772c93feef33f50 |
| institution | Directory Open Access Journal |
| issn | 2240-2802 |
| language | English |
| last_indexed | 2024-12-20T07:35:23Z |
| publishDate | 2013-12-01 |
| publisher | Università degli Studi di Firenze |
| record_format | Article |
| series | Journal of Agriculture and Environment for International Development |
| spelling | doaj.art-e67c31d88fab40c88772c93feef33f502022-12-21T19:48:17ZengUniversità degli Studi di FirenzeJournal of Agriculture and Environment for International Development2240-28022013-12-01107221322710.12895/jaeid.20132.14274Spatial dependence of production choice: application of Bayesian Spatial Autoregressive Probit model on smallholder rubber producersJagath Chaminda Edirisinghe0Keminda Herath1Udith Jayasinghe-Mudalige2Sachintha Mendis3Wayamba University of Sri LankaWayamba University of Sri LankaWayamba University of Sri LankaWayamba University of Sri LankaThis research is conducted to study the output choice of rubber farmers with the special interest in measuring the neighbourhood effect in the choice production choice. We make inferences about the choice of production of Ribbed Smoked Sheets (RSS) for selling. In doing so, we estimate a Spatial Autoregressive Probit Model (SAPM) using recently developed Bayesian techniques in estimating the SAPM. We find that significant spatial relations exist in the production of sheet rubber and there are considerable amounts of spillover effects. The overarching issues of product choice are the availability of physical resources and the lack of proper grading system. Our findings reveals the possibility of central processing to overcome resource limitations, significant reductions in extension efforts in promoting good manufacturing practices by taking stock of the ‘neighbourhood’ effect present in farmer choices and the necessity of proper grading and quality management system to win producer trust.http://www.iao.florence.it/ojs/index.php/JAEID/article/view/142 |
| spellingShingle | Jagath Chaminda Edirisinghe Keminda Herath Udith Jayasinghe-Mudalige Sachintha Mendis Spatial dependence of production choice: application of Bayesian Spatial Autoregressive Probit model on smallholder rubber producers Journal of Agriculture and Environment for International Development |
| title | Spatial dependence of production choice: application of Bayesian Spatial Autoregressive Probit model on smallholder rubber producers |
| title_full | Spatial dependence of production choice: application of Bayesian Spatial Autoregressive Probit model on smallholder rubber producers |
| title_fullStr | Spatial dependence of production choice: application of Bayesian Spatial Autoregressive Probit model on smallholder rubber producers |
| title_full_unstemmed | Spatial dependence of production choice: application of Bayesian Spatial Autoregressive Probit model on smallholder rubber producers |
| title_short | Spatial dependence of production choice: application of Bayesian Spatial Autoregressive Probit model on smallholder rubber producers |
| title_sort | spatial dependence of production choice application of bayesian spatial autoregressive probit model on smallholder rubber producers |
| url | http://www.iao.florence.it/ojs/index.php/JAEID/article/view/142 |
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