Dealing with low-probability shocks: The role of selected heuristics in farmers’ risk management decisions

IF 4.5 3区 经济学 Q1 AGRICULTURAL ECONOMICS & POLICY
Christoph Duden, Oliver Mußhoff, Frank Offermann
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引用次数: 1

Abstract

Dealing with weather extremes is a major challenge for farmers and often comes at high costs for public budgets. Therefore, we investigate the influence of specific simplified decision rules, so-called heuristics, on farmers’ willingness to pay (WTP) for protecting themselves against low-probability and high-consequence weather shocks. To this end, we conducted a framed field experiment with 237 farmers in Germany, using incentivized lottery-based multiple price lists. We explored the effects of different heuristics within the prospect theory framework. Our results indicate that, on average, farmers exhibit risk-loving behavior towards monetary losses, leading to a low WTP for risk mitigation. The results also suggest that the imitation heuristic, shock experience heuristics, and the threshold of concern heuristic influence farmers’ WTP. Farmers specifically imitate successful farmers when these are risk-loving. The lack of personal experience with low-probability events induces farmers to assign less weight to low-probability shocks, which lowers their WTP. Farmers also systematically assign less weight to low-probability shocks that they consider “too rare to be concerned about.” Accounting for the use of these heuristics can help design improved risk management instruments and policies.

Abstract Image

应对低概率冲击:选择性启发式方法在农民风险管理决策中的作用
应对极端天气对农民来说是一项重大挑战,往往需要付出高昂的公共预算成本。因此,我们研究了特定的简化决策规则,即所谓的启发式,对农民为保护自己免受低概率和高后果天气冲击而支付意愿(WTP)的影响。为此,我们在德国对237名农民进行了一项有框架的实地试验,使用基于奖励性抽奖的多重价格表。我们在前景理论框架下探讨了不同启发式的效果。我们的研究结果表明,平均而言,农民对货币损失表现出风险偏好行为,导致风险缓解的WTP较低。结果还表明,模仿启发式、冲击体验启发式和关注阈值启发式影响农民的WTP。农民特别会模仿那些喜欢冒险的成功农民。由于缺乏应对低概率事件的个人经验,农民对低概率冲击的重视程度较低,从而降低了他们的WTP。农民还系统性地减少了对低概率冲击的重视,因为他们认为这种冲击“太罕见了,不用担心”。对这些启发式方法的使用进行核算可以帮助设计改进的风险管理工具和政策。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Agricultural Economics
Agricultural Economics 管理科学-农业经济与政策
CiteScore
7.30
自引率
4.90%
发文量
62
审稿时长
3 months
期刊介绍: Agricultural Economics aims to disseminate the most important research results and policy analyses in our discipline, from all regions of the world. Topical coverage ranges from consumption and nutrition to land use and the environment, at every scale of analysis from households to markets and the macro-economy. Applicable methodologies include econometric estimation and statistical hypothesis testing, optimization and simulation models, descriptive reviews and policy analyses. We particularly encourage submission of empirical work that can be replicated and tested by others.
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