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Eliciting citizen preferences for multifunctional agriculture in the watershed areas of northern Thailand through choice experiment and latent class models

机译:通过选择实验和潜在的课程模型,引发泰国流域地区的多功能农业的公民偏好

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Multifunctional agriculture is increasingly discussed as an alternative to conventional, mono-functional farming and its negative environmental impacts. This study aims at determining Thai society’s demand for agri-environmental services offered by a multifunctional agricultural system using two models, i.e. a Choice Experiment Model and a Latent Class Choice Model. The Choice Experiment Model (CEM) is employed to assess citizens’ willingness to pay for various attributes of multifunctional outputs. Extending from the CEM, the heterogeneity of citizens’ preferences across environmental attitudes and knowledge is captured through the Latent Class Choice Model (LCCM). Survey data was obtained from structured interviews with 373 respondents in the country’s two largest cities, namely Bangkok and Chiang Mai. The results of the CEM suggest that urban Thai citizens are willing to pay for changes toward multifunctional agriculture, as expressed in an increase of their monthly food expenses. Among the attributes of agri-environmental practices, “organic agriculture in combination with agro-biodiversity conservation” garnered the highest preference, followed by “organic farming as single practice” and “Good Agricultural Practice combined with agro-biodiversity conservation”. Income, gender, agri-environmental knowledge and environment-conscious attitude are important factors determining urban citizens’ support of multifunctionality. Findings of the LCCM revealed a strong heterogeneity in attribute valuation across three different classes of respondents, suggesting that policy-makers need to be aware of diverse preference patterns among Thai citizens with regard to specific attributes of multifunctional agriculture. We further conclude that enhancing environmental literacy and consciousness is a key determinant in gaining citizens’ support for multifunctional agriculture.
机译:越来越多地讨论多功能农业作为常规,单官能养殖及其负面环境影响的替代品。本研究旨在确定泰国社会使用两种模型的多功能农业系统提供的农业环境服务,即选择实验模型和潜在课程选择模型。选择实验模型(CEM)用于评估公民支付多功能产出的各种属性的愿意。从CEM延伸,通过潜在的课程选择模型(LCCM)捕获了环境态度和知识跨越环境态度和知识的偏好的异质性。调查数据是从该国两个最大城市的373名受访者的结构化访谈中获得的,即曼谷和清迈。 CEM的结果表明,城市泰国公民愿意支付对多功能农业的变化,如月份的每月食品费用所表达。在农业环境实践的属性中,“有机农业与农业生物多样性保护”获得了最高偏好,其次是“单一实践”和“良好的农业实践与农业生物多样性保护”的偏好。收入,性别,农业环境知识和环境意识态度是确定城市公民对多功能性支持的重要因素。 LCCM的调查结果揭示了三种不同课堂受访者的属性估值中的强烈异质性,这表明政策制定者需要了解泰国公民之间的多样化偏好模式,关于多功能农业的特定属性。我们进一步得出结论,加强环境素养和意识是获得公民对多功能农业的支持的关键决定因素。

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