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Structural identification of weather impacts on crop yields: Disentangling agronomic from adaptation effects 气候对作物产量影响的结构识别:从适应效应中分离农艺效应
IF 4.2 2区 经济学 Q1 Agricultural and Biological Sciences Pub Date : 2023-07-10 DOI: 10.1111/ajae.12420
François Bareille, Raja Chakir

A large literature has assessed the impacts of climate change on agricultural production by estimating reduced-form models of crop yields conditionally on weather and individual fixed effects. The estimates obtained are usually interpreted as the weather impacts on yields once farmers have adapted. Yet, few attempts have documented that farmers do adapt to weather, and none have verified that these adjustments actually impact crop yields. Our objective here is to unpack how weather affects agricultural production by developing a structural model that explicitly accounts for both the plants' biophysical and farmers' behavioral responses to weather. Considering adaptation during the growing season through fertilizer and pesticide applications, our approach allows us to distinguish the “direct” weather effects (i.e., the agronomic impacts of weather changes on plant growth per se) from the “indirect” weather effects via farmers' input choices (i.e., the adaptation impacts). We estimate the underlying structural model using farm-level data from the Meuse French department, which provides details of fertilizer and pesticide uses by crop. We show that the reduced-form and structural estimates indicate similar weather impacts on crop yields, for a large range of sensitivity analyses. Our structural estimates indicate that the adaptation effects are sizable and that farmers' adjustments reduce projected damage from climate change. In our illustrative case, farmers' adaptation offsets between one-quarter to two-thirds of the negative agronomic impacts of future warming on crop yields. Our analyses exhibit that commonly used reduced-form models of crop yields inherently capture these within-season behavioral responses to weather.

大量文献通过估算以天气和个人固定效应为条件的作物产量简化模型,评估了气候变化对农业生产的影响。得到的估计值通常被解释为农民适应后天气对产量的影响。然而,很少有尝试能证明农民确实适应了天气变化,也没有人证实这些调整确实对作物产量产生了影响。在此,我们的目标是通过建立一个结构模型,明确考虑植物对天气的生物物理反应和农民对天气的行为反应,从而揭示天气如何影响农业生产。考虑到在生长季节通过施用化肥和农药进行适应,我们的方法使我们能够区分 "直接 "天气影响(即天气变化对植物生长本身的农艺影响)和通过农民的投入选择产生的 "间接 "天气影响(即适应影响)。我们利用法国默兹省的农场级数据对基本结构模型进行了估计,这些数据提供了按作物划分的化肥和农药使用详情。我们的结果表明,在大量的敏感性分析中,简化形式估算和结构估算显示了类似的天气对作物产量的影响。我们的结构估算结果表明,适应效应相当可观,农民的调整降低了气候变化的预期损害。在我们的示例中,农民的调整抵消了未来气候变暖对作物产量造成的四分之一到三分之二的负面农艺影响。我们的分析表明,常用的作物产量简化形式模型本质上捕捉到了这些季节内对天气的行为反应。
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引用次数: 0
Information acquisition and the adoption of improved crop varieties 信息获取和改良作物品种的采用
IF 4.2 2区 经济学 Q1 Agricultural and Biological Sciences Pub Date : 2023-07-05 DOI: 10.1111/ajae.12419
Awudu Abdulai

Inadequate information on the benefits of and knowledge about innovative agricultural technologies continue to be a major constraint to technology adoption among smallholder farmers in developing countries. The low adoption of new technologies is one of the causes of low productivity and high poverty incidence among smallholder farmers, particularly in Africa. In this paper, I briefly review the literature on social networks and technology diffusion, and argue that the diffusion potential of social networks is underexplored. I then present results from two empirical studies on the impact of social networks on the adoption of improved crop varieties in Ghana and Ethiopia. The results reveal that farmers' peer adoption decisions and experiences, as well as information from trained development agents positively and statistically influence their adoption decisions. I also find that network structural characteristics such as lower segmentation within networks, high credibility of the information, and high effectiveness and efficiency of the amount of information flow tend to improve information acquisition and speed up diffusion of improved crop varieties.

关于创新农业技术的益处的信息和知识不足仍然是发展中国家小农采用技术的主要制约因素。新技术采用率低是小农生产率低和贫困率高的原因之一,特别是在非洲。本文简要回顾了社会网络与技术扩散的相关文献,认为社会网络的扩散潜力尚未得到充分挖掘。然后,我介绍了两项关于社会网络对加纳和埃塞俄比亚改良作物品种采用影响的实证研究的结果。结果表明,农民的同伴收养决定和经验,以及来自受过培训的发展代理人的信息对他们的收养决定产生了积极的统计影响。我还发现,网络内部分割程度较低、信息可信度高、信息流量的有效性和高效性等网络结构特征,有利于提高作物改良品种的信息获取和传播速度。
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引用次数: 1
Do obese and nonobese consumers respond differently to price changes? Implications of preference heterogeneity for obesity-oriented food taxes and subsidies 肥胖消费者和非肥胖消费者对价格变化的反应不同吗?肥胖导向的食品税收和补贴偏好异质性的含义
IF 4.2 2区 经济学 Q1 Agricultural and Biological Sciences Pub Date : 2023-06-29 DOI: 10.1111/ajae.12418
Chen Zhen, Yu Chen, Biing-Hwan Lin, Shawn Karns, Lisa Mancino, Michele Ver Ploeg

Preference heterogeneity in food demand has important health and equity implications for targeted and broad-based taxes and subsidies intended to enhance diet quality and reduce obesity. We study the role of obesity in the purchases of food at home and food away from home using data from the nationally representative National Household Food Acquisition and Purchase Survey. We develop a method for incorporating the complex survey design and retail scanner data into the estimation of a 21-good Exact Affine Stone Index demand system with endogenous prices and truncated purchases. We find significant preference heterogeneity associated with the obesity status of household members. Counterfactual simulations find that (1) a sweetened beverage tax is effective in increasing the healthfulness of purchases by lower income obese consumers; (2) the nutritional benefits of a fruit and vegetable subsidy are concentrated on nonobese consumers with little improvement in obese consumers' Healthy Eating Index and an increase in their total calories purchased; and (3) a fiscally neutral healthy food subsidy fully funded by an unhealthy food tax benefits nonobese consumers both financially and nutritionally more than it does obese consumers. These findings show that lowering healthy food prices without raising the cost of unhealthy foods is unlikely to reduce obesity. Policymakers in favor of a systems approach of simultaneously taxing unhealthy foods and subsidizing healthy foods should be mindful of the distributional effects of this policy on obese consumers and the lower income population.

食品需求的偏好异质性对旨在提高饮食质量和减少肥胖的有针对性的和基础广泛的税收和补贴具有重要的健康和公平影响。我们利用具有全国代表性的 "全国家庭食品采购和购买调查 "的数据,研究了肥胖在家庭和外出购买食品中的作用。我们开发了一种方法,将复杂的调查设计和零售扫描仪数据纳入具有内生价格和截断购买量的 21 种商品精确仿射石指数需求系统的估计中。我们发现了与家庭成员肥胖状况相关的重大偏好异质性。反事实模拟发现:(1) 甜饮料税能有效提高低收入肥胖消费者购买食品的健康性;(2) 蔬菜水果补贴的营养益处主要集中在非肥胖消费者身上,肥胖消费者的健康饮食指数几乎没有提高,但其购买的总卡路里却有所增加;(3) 由不健康食品税全额资助的财政中性健康食品补贴在经济和营养方面对非肥胖消费者的益处大于对肥胖消费者的益处。这些研究结果表明,降低健康食品价格而不提高不健康食品的成本不太可能减少肥胖。支持同时对不健康食品征税和对健康食品进行补贴的政策制定者应注意这一政策对肥胖消费者和低收入人群的分配影响。
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引用次数: 0
Conservation intensification under risk: An assessment of adoption, additionality, and farmer preferences 风险下的保护强化:对收养、额外性和农民偏好的评估
IF 4.2 2区 经济学 Q1 Agricultural and Biological Sciences Pub Date : 2023-06-25 DOI: 10.1111/ajae.12414
Elizabeth Canales, Jason S. Bergtold, Jeffery R. Williams

Conservation practices used on agricultural cropland can provide important ecosystem services. The United States relies largely on voluntary programs to incentivize adoption of conservation practices, but the success of these efforts relies on good program design. We use a choice experiment to evaluate farmers' willingness to adopt more intensive in-field conservation practices (continuous no-till, conservation crop rotation, cover crops, and variable rate application of inputs) using a nonlinear extended expected utility framework that incorporates risk under a conservation contract. We contribute to the literature by providing insights regarding producers' preference for incentive payment mechanism (federal program or carbon market) and the incentive payment needed to induce additionality and practice continuity. We find that although an additional payment might be needed to promote practice continuity among farmers who have previously adopted cover crops, in the case of continuous no-till, adopters might be willing to forgo additional payment to continue benefiting from the use of this practice. Our results also revealed producers prefer conservation contracts accruing higher off-farm environmental benefits and federally administered over carbon market programs. This is an important result given an increased public interest in climate change and new proposed carbon mitigation policies and private carbon market initiatives.

农田保护措施可以提供重要的生态系统服务。美国主要依靠自愿项目来激励采用保护措施,但这些努力的成功依赖于良好的项目设计。我们使用一个选择实验来评估农民采用更密集的田间保护措施(连续免耕、保护性作物轮作、覆盖作物和投入物的可变比率应用)的意愿,使用一个非线性扩展预期效用框架,该框架包含了保护合同下的风险。我们通过提供关于生产者对激励支付机制(联邦计划或碳市场)的偏好以及诱导附加性和实践连续性所需的激励支付的见解来贡献文献。我们发现,虽然可能需要额外的支付来促进以前采用覆盖作物的农民的实践连续性,但在连续免耕的情况下,采用率可能愿意放弃额外的支付,以继续从这种做法中受益。我们的研究结果还表明,生产者更倾向于获得更高的非农环境效益和联邦管理的保护合同,而不是碳市场计划。鉴于公众对气候变化的兴趣日益增加,以及拟议的新的碳缓解政策和私营碳市场举措,这是一项重要成果。
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引用次数: 1
Social comparisons and groundwater use: Evidence from Colorado and Kansas 社会比较和地下水使用:来自科罗拉多州和堪萨斯州的证据
IF 4.2 2区 经济学 Q1 Agricultural and Biological Sciences Pub Date : 2023-06-22 DOI: 10.1111/ajae.12415
R. Aaron Hrozencik, Jordan F. Suter, Paul J. Ferraro, Nathan Hendricks

In the United States, agriculture is responsible for the majority of consumptive water use. To reduce consumptive use in water scarce regions, policymakers have implemented a number of costly interventions. These interventions range from land retirement to subsidies that encourage the adoption of efficient irrigation technologies. In nonagricultural contexts, costly policy interventions have been complemented by low-cost interventions inspired by behavioral economics. Whether these behavioral interventions are effective in the context of commercial farming is not well understood. In a preregistered, randomized field intervention, we estimate the impact of social (peer) comparisons on agricultural groundwater users in Colorado and Kansas. More than three thousand irrigators were randomized to receive either an annual peer comparison or no comparison. The peer comparison contrasted each irrigator's groundwater use to the distribution of use by neighboring irrigators. The comparison intervention reduced average annual groundwater use by 4.05% [95% CI (−5.87%, − 2.21%)], resulting in an aggregate reduction of more than 21,000 acre-feet per year at a cost less than $1.31 per acre-foot conserved. The estimated treatment effect was larger among irrigators with lower pre-intervention water use. In the 3-year experiment, we observed no evidence that the treatment effect substantially attenuated over time. We did, however, detect within-irrigator spillovers in the treatment group: groundwater use also declined among wells that were not included in the peer comparisons (peer comparisons included a maximum of three wells). The results imply that social comparisons can be a cost-effective tool, alongside other policy interventions, aimed at reducing agricultural water use.

在美国,农业是消耗性用水的主要来源。为了减少缺水地区的消耗性用水量,政策制定者实施了一系列成本高昂的干预措施。这些干预措施包括从土地退耕到鼓励采用高效灌溉技术的补贴。在非农业领域,成本高昂的政策干预措施得到了行为经济学启发的低成本干预措施的补充。这些行为干预措施在商业化农业中是否有效,目前还不十分清楚。在一项预先登记的随机实地干预中,我们估算了社会(同行)比较对科罗拉多州和堪萨斯州农业地下水用户的影响。三千多名灌溉者被随机分配到接受年度同行比较或不接受比较。同行比较将每个灌溉者的地下水使用情况与邻近灌溉者的使用分布情况进行对比。对比干预措施使年均地下水用量减少了 4.05% [95% CI (-5.87%, - 2.21%)],每年共减少 21,000 多英亩英尺,每英亩英尺的节约成本不到 1.31 美元。在干预前用水量较低的灌溉户中,估计的处理效果更大。在为期 3 年的试验中,我们没有发现随着时间的推移,治理效果大幅减弱的迹象。不过,我们确实在治疗组中发现了灌溉者内部的溢出效应:未被纳入同行比较的水井的地下水用量也有所下降(同行比较最多包括三口水井)。这些结果表明,社会比较可以与其他政策干预措施一起成为一种具有成本效益的工具,以减少农业用水量。
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引用次数: 0
Rainfall shocks and risk aversion: Evidence from Southeast Asia 降雨冲击与风险规避:来自东南亚的证据
IF 4.2 2区 经济学 Q1 Agricultural and Biological Sciences Pub Date : 2023-06-20 DOI: 10.1111/ajae.12403
Sabine Liebenehm, Ingmar Schumacher, Eric Strobl

We analyze how individual risk aversion changes in response to shocks in an agrarian setting, and the role of changes in yields and prices as two potential channels. To do so we specify a theoretical model that describes temporal alterations in risk aversion. Empirically, we test the model's proposition by combining individual-level panel data with historical rainfall data for rural Thailand and Vietnam. We find that rainfall shocks increase individuals risk aversion, whereby the largest effects are observed among households that are net buyers of food commodities. Regarding potential channels, only prices seem to explain–and even then just to a very small extent–the increase in net buyers' risk aversion. Our findings imply that shocks can increase risk aversion, and, in the absence of functioning credit and insurance markets, may ultimately lead to decisions that perpetuate poverty.

支持风险态度的时间变异性的实证研究表明,不利的协变量冲击会随着时间的推移显著改变风险态度,但在方向上尚无共识。在本文中,我们调查风险厌恶是否增加或减少,以应对冲击。为此,我们将个人层面的面板数据与泰国和越南农村的历史降雨数据结合起来。我们的计量经济学分析表明,风险态度的时间变化是由降雨冲击驱动的。严重的短缺和过剩似乎都增加了个人的风险厌恶情绪。与预期相反,我们发现这种影响对农民的影响低于对非农民的影响。我们可以通过非农业人口的异质性组成和农民减轻降雨冲击的能力来解释这一结果。我们的研究结果具有潜在的重要意义,特别是对发展中国家,因为不利的冲击会增加穷人的风险厌恶情绪,并可能导致他们的决定使他们的生活永远处于贫困之中。
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引用次数: 4
Taxing sugar-sweetened beverages: A nonlinear pricing approach 对含糖饮料征税:非线性定价方法
IF 4.2 2区 经济学 Q1 Agricultural and Biological Sciences Pub Date : 2023-06-19 DOI: 10.1111/ajae.12416
José G. Nuño-Ledesma, Steven Y. Wu, Joseph V. Balagtas

Taxation is frequently implemented to discourage the consumption of sugary beverages. Despite their popularity, little is known about the impacts of taxes when sellers practice price discrimination. To address this issue, we use a standard nonlinear pricing model with one product and two buyer types to study the effects of taxation on (i) consumption, (ii) consumer and producer surpluses, and (iii) the seller's choice of market segmentation scheme. We find that a tax would lead to reductions in consumption, consumer surplus, and expected profit. Additionally, the measure increases the likelihood that the sellers would exclude buyers with low preferences for the beverage to exclusively serve buyers with high willingness to pay for the product.

为了抑制含糖饮料的消费,人们经常会征税。尽管征税很受欢迎,但人们对卖方实行价格歧视时征税的影响知之甚少。为了解决这个问题,我们使用一个标准的非线性定价模型,用一种产品和两种买方类型来研究征税对以下方面的影响:(i) 消费,(ii) 消费者和生产者盈余,以及 (iii) 卖方对市场细分方案的选择。我们发现,征税会导致消费、消费者盈余和预期利润的减少。此外,该措施还增加了卖方排除对饮料偏好较低的买方以专门服务于对产品支付意愿较高的买方的可能性。
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引用次数: 0
Aging out of WIC and child nutrition: Evidence from a regression discontinuity design WIC老化与儿童营养:来自回归不连续设计的证据
IF 4.2 2区 经济学 Q1 Agricultural and Biological Sciences Pub Date : 2023-05-31 DOI: 10.1111/ajae.12410
Travis A. Smith, Pourya Valizadeh

The Special Supplemental Nutrition Program for Women, Infants, and Children (WIC) is the third largest food assistance program in the United States. Child participants lose WIC in the month following their fifth birthday. We use this exogenous program rule for identification and find diet quality declines nearly 20%, on average, for those who have yet to transition into kindergarten. Decreases are mainly driven by reduced consumption of healthier WIC-targeted foods. A quantile regression discontinuity approach reveals children prone to lower quality diets experience the largest decreases in diet quality, reaching nearly 30%, whereas those prone to higher quality diets experience no aging-out-of-WIC effects. There are no effects on calorie consumption, regardless of school attendance, indicating caregivers maintain diet quantity for children at the expense of diet quality. Policy implications include allowing children to stay on WIC until they enter kindergarten. We calculate back-of-the-envelope program costs over the next 5 years for such a “kindergarten-roll-off” WIC policy under current rules and newly proposed rules to realign WIC packages with the Dietary Guidelines for Americans. Under current rules, costs would average $112 million over the next 5 years (2024–2028), or about 2% of total program costs. Under proposed rule changes, kindergarten-roll-off costs would average $144 million per year, or 2.25% of total program costs.

妇女、婴儿和儿童特别补充营养计划(WIC)是美国第三大食品援助计划。在本文中,我们利用了儿童在五岁生日之前有资格参加WIC的外生计划规则,并估计了该计划对儿童饮食质量和数量的影响,以及粮食安全报告。使用模糊回归不连续性设计和国家健康和检查调查的数据,我们发现年龄不符合WIC条件的儿童的总体饮食质量下降了相当大的幅度(约20%)。此外,通过调查对整个饮食质量分布的影响,我们发现倾向于低质量饮食的儿童经历了最大的下降。我们没有发现对粮食安全率的显著影响。最后,我们得出的结论是,向学校膳食计划的过渡可能会加剧因WIC年龄增长而导致的饮食质量下降,但对一些儿童来说,这两个计划之间的过渡差距可能很大。
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引用次数: 0
Dynamic model of entry: Dollar stores 动态进入模式:一元店
IF 4.2 2区 经济学 Q1 Agricultural and Biological Sciences Pub Date : 2023-05-30 DOI: 10.1111/ajae.12404
Lauren Chenarides, Metin Çakır, Timothy J. Richards

Dollar stores have become the fastest-growing retail format in the United States. However, there is considerable controversy regarding their entry, particularly into markets without grocery stores, and concerns that dollar-store entry decisions are motivated by preemptive incentives. In this paper, we aim to study the market entry of dollar stores as an equilibrium phenomenon and to examine their impact on competing store formats in a dynamic environment. We use census-tract level data and develop a dynamic model of oligopolistic competition to estimate the impact of dollar store entry on the equilibrium entry decisions of other retailers of the same format and other formats. We find that supermarkets and other large-format owners thrive as dollar-store expansion removes their “competitive fringe” in shared markets, whereas other small-format stores (other dollar stores, convenience stores, and superettes) do not. Our findings have broad implications for the effect of dollar store entry on consumer welfare, as dollar-store entry is not associated with grocery-store exit but rather the exit of other small-format stores.

一元店已成为美国增长最快的零售业态。然而,关于一元店进入市场,尤其是进入没有杂货店的市场,存在着相当大的争议,人们担心一元店进入市场的决策是出于先发制人的动机。在本文中,我们旨在将一元店的市场进入作为一种均衡现象进行研究,并考察其在动态环境中对竞争店型的影响。我们利用人口普查数据,建立了寡头垄断竞争的动态模型,以估算一元店进入市场对其他同业态零售商和其他业态零售商的均衡进入决策的影响。我们发现,由于一元店的扩张消除了其在共享市场中的 "竞争边缘",超市和其他大型业态的所有者得以蓬勃发展,而其他小业态商店(其他一元店、便利店和超级市场)则不然。我们的发现对一元店的进入对消费者福利的影响有着广泛的影响,因为一元店的进入与杂货店的退出无关,而是与其他小业态商店的退出有关。
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引用次数: 0
Hazardous human–wildlife encounters, risk attitudes, and the value of shark nets for coastal recreation 危险的人与野生动物相遇,风险态度,以及鲨鱼网在海岸娱乐中的价值
IF 4.2 2区 经济学 Q1 Agricultural and Biological Sciences Pub Date : 2023-05-28 DOI: 10.1111/ajae.12413
Tobias Börger, Kolobe Mmonwa, Danny Campbell

Shark incidents are rare and graphic events, and their consequences can influence the behavior of beach users, including bathers, to a great extent. These incidents can be thought of as a fearsome risk that may lead decision makers to overreact or respond with inaction. This paper examines the reaction of recreational beach users, including bathers, to changes in the risk of shark incidents. In addition to valuing recreational visits to Durban Beach, South Africa, we study the reaction of beach visitors to a hypothetical scenario in which protective shark nets, deployed in coastal waters to protect bathers, are to be removed. To examine potential heterogeneity of the treatment effect in a travel cost-contingent behavior model, we develop a semiparametric multivariate Poisson lognormal (MPLN) model to jointly analyze observed and stated visit counts. Results show that removing protective shark nets at Durban beach would decrease recreational visits by more than 20%. Applying the semiparametric MPLN model we further find that both the value of a recreational visit and the predicted change in visitation rates vary as a function of whether recreationists usually enter the water, whether they have heard of previous shark incidents, and their general risk attitude.

鲨鱼事件是罕见和生动的事件,其后果可以影响海滩使用者的行为,包括游泳者,在很大程度上。这些事件可以被认为是一种可怕的风险,可能导致决策者反应过度或无所作为。本文研究了休闲海滩使用者(包括游泳者)对鲨鱼事件风险变化的反应。除了对南非德班海滩的休闲旅游进行评估外,我们还研究了海滩游客对一种假设情景的反应,即在沿海水域部署的保护游泳者的鲨鱼网被移除。为了检验旅行成本附带行为模型中治疗效果的潜在异质性,我们建立了一个半参数多元泊松对数正态(MPLN)模型来联合分析观察到的和陈述的访问次数。结果表明,拆除德班海滩的防鲨网将使休闲游客减少20%以上。应用半参数MPLN模型,我们进一步发现游憩游的价值和游憩率的预测变化随游憩者是否经常进入水里、他们是否听说过以前的鲨鱼事件以及他们的总体风险态度而变化。
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引用次数: 0
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American Journal of Agricultural Economics
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