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The role of animal breeding in productivity growth: Evidence from Wisconsin dairy farms 动物繁殖在生产力增长中的作用:来自威斯康星州奶牛场的证据
IF 4.2 2区 经济学 Q1 Agricultural and Biological Sciences Pub Date : 2023-02-27 DOI: 10.1111/ajae.12374
Jared Hutchins, Yating Gong, Xiaodong Du

We examine the relationship between investments in animal breeding and productivity growth on Wisconsin dairy farms using a control function approach. We incorporate farm-level annual investment in breeding and genetics into the law of motion of productivity as in De Loecker (2013) to test the relationship between these investments and realized productivity. Our unique dataset also allows us to look at the effect of choosing bulls with high milk yield potential on productivity. Our results indicate that breeding investments made 3 years prior are associated with higher productivity of the current cohort. However, the farms with the highest level of productivity reap the lowest benefits from breeding investments, suggesting that there are diminishing returns to investing in genetics. When milk output is not quality adjusted, the contribution of breeding to productivity is undetectable, suggesting that breeding and investments in milk quality are related. We conclude that investments in breeding and genetics significantly contribute to dairy farm productivity, especially in terms of milk quality.

我们使用控制函数方法研究了威斯康星州奶牛场动物育种投资与生产率增长之间的关系。正如De Loecker(2013)所述,我们将农场一级的育种和遗传学年度投资纳入生产率运动规律,以测试这些投资与实现生产率之间的关系。我们独特的数据集也使我们能够看到选择具有高产奶量潜力的公牛对生产力的影响。我们的研究结果表明,3年前的育种投资与当前群体的更高生产力有关。然而,生产力水平最高的农场从育种投资中获得的收益最低,这表明投资遗传学的回报正在减少。当牛奶产量不经过质量调整时,育种对生产率的贡献是不可检测的,这表明育种和对牛奶质量的投资是相关的。我们的结论是,在育种和遗传方面的投资显著提高了奶牛场的生产力,特别是在牛奶质量方面。
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引用次数: 0
Market structure and resilience of food supply chains under extreme events 极端事件下粮食供应链的市场结构和弹性
IF 4.2 2区 经济学 Q1 Agricultural and Biological Sciences Pub Date : 2023-02-27 DOI: 10.1111/ajae.12393
Jeffrey Hadachek, Meilin Ma, Richard J. Sexton

Recent extreme events and the disruptions they caused have made food supply chain resilience a key topic for researchers and policymakers. This paper provides input into these discussions by evaluating the efficiency and resilience properties of the leading policy proposals. We develop a conceptual model of a prototype agricultural supply chain, parameterize the model based on the empirical literature, and conduct simulations to assess the impacts on resilience and economic welfare of four key policy proposals: (i) intensified antitrust enforcement to improve market competition, (ii) subsidization of entry of additional processing capacity, (iii) prevention of price spikes through anti-price-gouging laws, and (iv) diversification of production and processing across multiple regions. Results show that some of the policies have potential to improve supply-chain resilience, but their impacts depend on the existing market structure, and resilience gains often come at the cost of reduced efficiency.

最近的极端事件及其造成的破坏使粮食供应链的弹性成为研究人员和政策制定者的一个关键话题。本文通过评估主要政策建议的效率和弹性特性,为这些讨论提供了输入。我们建立了一个原型农业供应链的概念模型,并在实证文献的基础上对模型进行了参数化,并进行了模拟,评估了四项关键政策建议对弹性和经济福利的影响:(i)加强反垄断执法以改善市场竞争;(ii)补贴额外加工能力的进入;(iii)通过反价格欺诈法防止价格飙升;(iv)在多个地区实现生产和加工的多样化。研究结果表明,一些政策具有提高供应链弹性的潜力,但其影响取决于现有的市场结构,而弹性的提高往往是以降低效率为代价的。
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引用次数: 0
Gravity trade model with firm heterogeneity and horizontal foreign direct investment 具有企业异质性和横向外商直接投资的重力贸易模型
IF 4.2 2区 经济学 Q1 Agricultural and Biological Sciences Pub Date : 2023-02-26 DOI: 10.1111/ajae.12395
Jeff Luckstead, Stephen Devadoss, Xin Zhao

We develop a gravity trade model based on a theoretical analysis of heterogeneous firms that engage in horizontal Foreign Direct Investment (FDI) or exporting. The model allows firms' endogenous choice between exporting or FDI to impact the proportion of exporting firms and subsequently bilateral trade. Based on the theoretical results, we propose a three-stage estimation procedure: First, estimate firm selection into horizontal FDI; second, use predicted probabilities from the first stage in the estimation of firm selection into exporting; and third, use predicted probabilities from the previous two stages in the gravity estimation of bilateral trade. We apply this procedure to the European Union (EU) processed food industry, which engages in worldwide FDI and trade. We estimate a baseline model of a standard gravity equation, a two-stage model without FDI selection, and our proposed three-stage model and quantify bias corrections in the coefficient estimates of the trade friction variables in the baseline and two-stage gravity models. The bias corrections can be large. For instance, the inclusion of the proportion of Multinational Enterprises (MNEs) in the trade-selection equation leads to a sign reversal of the distance coefficient estimate and results in an upward bias correction of 173%. The three-stage gravity corrects a downward bias of 31% in the coefficient estimate of distance in the baseline but an upward bias of 77% in the two-stage method, which indicates that the two-stage method overcorrects the downward bias in the baseline gravity.

本文在对从事横向外国直接投资(FDI)或出口的异质企业进行理论分析的基础上,建立了一个重力贸易模型。该模型允许企业在出口或外国直接投资之间的内生选择影响出口企业的比例,进而影响双边贸易。在此基础上,本文提出了一个三阶段的估算方法:首先,估算企业对横向FDI的选择;第二,将第一阶段的预测概率用于企业选择的出口估计;第三,利用前两个阶段的预测概率对双边贸易进行重力估计。我们将此程序应用于欧盟(EU)加工食品行业,该行业从事全球FDI和贸易。我们估计了一个标准重力方程的基线模型,一个没有FDI选择的两阶段模型,以及我们提出的三阶段模型,并量化了基线和两阶段重力模型中贸易摩擦变量系数估计的偏差修正。偏差修正可能很大。例如,将跨国企业(MNEs)的比例纳入贸易选择方程导致距离系数估计的符号反转,并导致向上偏差修正173%。三级重力法对基线距离系数估计值的向下偏差为31%,而两阶段法对基线距离系数估计值的向上偏差为77%,表明两阶段法对基线重力的向下偏差矫枉过正。
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引用次数: 2
Understanding the effect of cover crop use on prevented planting losses 了解覆盖作物使用对预防种植损失的影响
IF 4.2 2区 经济学 Q1 Agricultural and Biological Sciences Pub Date : 2023-02-26 DOI: 10.1111/ajae.12396
Sunjae Won, Roderick M. Rejesus, Barry K. Goodwin, Serkan Aglasan

Cover cropping has the potential to improve resilience of agriculture to climate-change-induced extreme weather events. However, rigorous quantitative evidence on the resilience effect of cover crops is still lacking. Using a novel data set that combines satellite-based cover crop information and county-level crop insurance data, we examine the impact of planting cover crops on prevented-planting-related losses that are typically caused by heavy rainfall events. The US federal crop insurance program offers “prevented planting” coverage, which pays indemnities if insured growers are unable to plant their crop due to adverse weather. Linear fixed effects models, instrument-based estimation methods, long-difference models, and a number of other robustness checks are utilized in the empirical analysis to achieve the study objective. Our findings suggest that counties with higher cover crop adoption rates tend to have lower levels of crop insurance losses due to prevented planting. The resulting reduction in prevented planting risk also becomes larger with longer term, multiyear cover crop use. These results support the notion that cover crops improve soil conditions such that the likelihood and magnitude of prevented planting losses decrease. We posit that the ability of cover crops to handle excess moisture (i.e., through better water absorption and improved water infiltration in the soil) is the main factor in its ability to reduce prevented planting losses in the US Midwest.

覆盖种植有可能提高农业对气候变化引起的极端天气事件的抵御能力。然而,有关覆盖作物抗灾效果的严格定量证据仍然缺乏。我们利用基于卫星的覆盖作物信息与县级农作物保险数据相结合的新型数据集,研究了种植覆盖作物对通常由强降雨事件造成的无法种植相关损失的影响。美国联邦农作物保险计划提供 "防止种植 "保险,如果投保的种植者因恶劣天气而无法种植农作物,该保险将支付赔偿金。为实现研究目标,我们在实证分析中使用了线性固定效应模型、基于工具的估算方法、长差模型和其他一些稳健性检验。我们的研究结果表明,覆盖作物采用率较高的县往往因种植受阻而导致的作物保险损失水平较低。随着覆盖作物使用期的延长和多年的使用,由此导致的种植受阻风险的降低幅度也会变大。这些结果支持了这样一种观点,即覆盖作物改善了土壤条件,从而降低了预防性种植损失的可能性和程度。我们认为,在美国中西部地区,覆盖作物处理过多水分的能力(即通过更好地吸水和改善土壤中的水分渗透)是其减少预防性种植损失的主要因素。
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引用次数: 0
Information rigidities in USDA crop production forecasts 美国农业部作物产量预测中的信息刚性
IF 4.2 2区 经济学 Q1 Agricultural and Biological Sciences Pub Date : 2023-02-23 DOI: 10.1111/ajae.12373
Raghav Goyal, Michael K. Adjemian

USDA invests significant public resources into developing its crop projection reports. These publications inform decisions across the supply chain. Several previous studies find that revisions to the department's production and yield forecasts for major agricultural commodities are positively correlated and conclude that they deviate from what would be observed under rational expectations, possibly due to smoothing on the part of forecasters. Yet correlated revisions may also be explained by information rigidities that cause forecasts to be infrequently or only partially updated. We apply a recently developed test to these USDA revisions for corn, soybeans, and wheat, and find no significant evidence that the forecasts are smoothed strategically. Rather, we show that information rigidities are the more likely culprit, due to production and yield information that is either too costly to obtain or too noisy. Our results demonstrate that data challenges are the main source of inefficiency in USDA projections, and that the department can improve the efficiency of its forecasts by making investments that improve its access to crop data, perhaps through crop-monitoring satellite and remote sensing technology.

美国农业部投入大量公共资源开发其作物预测报告。这些出版物为整个供应链的决策提供信息。先前的几项研究发现,农业部对主要农产品的产量和产量预测的修正是正相关的,并得出结论,它们偏离了在理性预期下观察到的结果,这可能是由于预测者的平滑。然而,相关修正也可以用信息僵化来解释,这种僵化导致预测很少更新或只是部分更新。我们将最近开发的测试应用于美国农业部对玉米、大豆和小麦的修正,发现没有明显的证据表明预测被战略性地平滑了。相反,我们表明信息僵化更有可能是罪魁祸首,因为生产和产量信息要么获得成本太高,要么太嘈杂。我们的研究结果表明,数据挑战是美国农业部预测效率低下的主要原因,该部门可以通过投资改善其对作物数据的获取,例如通过作物监测卫星和遥感技术,来提高其预测的效率。
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引用次数: 0
Evaluating the tradeoff between cost effectiveness and participation in agricultural conservation programs 评估成本效益和参与农业保护计划之间的权衡
IF 4.2 2区 经济学 Q1 Agricultural and Biological Sciences Pub Date : 2023-02-22 DOI: 10.1111/ajae.12397
Gregory Howard, Wendong Zhang, Adriana Valcu-Lisman, Philip W. Gassman

Using a survey of 430 farmer respondents in the Boone and North Raccoon River watersheds in Iowa, we examine the impacts of three program innovations—reverse auctions, spatially targeted payments, and higher offered payments—on agricultural conservation program cost effectiveness and participation by farmers. We combine farmer responses to a discrete choice experiment offering voluntary conservation contracts with township-level estimates of per-acre nitrogen reductions from each practice derived from the process-based ecohydrological Soil and Water Assessment Tool model. Using a random-parameters logit model, we show that both cost-reducing and benefit-boosting interventions reduce budgetary costs per projected pound of nitrogen removed from the watershed for each practice and thus are more cost effective than the prevailing current cost-share programs. However, we find that these interventions can reduce participation by 30%–70%. Our policy simulations show that even with large budgets, the watershed-level nitrogen reduction from all policy interventions remains far below the policy targets set by the Iowa Nutrient Reduction Strategy. Furthermore, we find cover crop contracts are far more cost effective than no-till/strip-till split nitrogen application contracts.

通过对爱荷华州布恩河和北浣熊河流域430名农民受访者的调查,我们研究了三项计划创新——反向拍卖、空间定向支付和更高的支付——对农业保护计划成本效益和农民参与的影响。我们将农民对提供自愿保护合同的离散选择实验的反应与基于过程的生态水文土壤和水评估工具模型得出的每种做法的每英亩氮减少的乡镇级估计相结合。使用随机参数logit模型,我们表明,降低成本和提高效益的干预措施都可以降低每种做法从流域中去除一磅氮的预算成本,因此比现行的成本分担计划更具成本效益。然而,我们发现这些干预措施可以减少30%-70%的参与。我们的政策模拟表明,即使有大量预算,所有政策干预措施的流域级氮减排仍远低于爱荷华州养分减排战略设定的政策目标。此外,我们发现覆盖作物合同比免耕/免耕分氮施用合同更具成本效益。
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引用次数: 0
A call for justice work in agricultural and applied economics 农业与应用经济学司法工作的呼唤
IF 4.2 2区 经济学 Q1 Agricultural and Biological Sciences Pub Date : 2023-02-20 DOI: 10.1111/ajae.12386
Norbert Lance Weston Wilson

This presidential address calls the membership to explore ways of doing justice work in their research, teaching, extension, and outreach activities. By sharing my story and developing a content analysis of presidential addresses and invited papers published in the Agricultural and Applied Economics Association journals, I demonstrate how race has shaped my work and the need for additional work in this area. Through this example, I hope that members of the profession will find new inspiration to do justice work.

这篇会长演说呼吁会员在他们的研究、教学、推广及外展活动中探索正义工作的方法。通过分享我的故事,并对发表在农业与应用经济学协会期刊上的总统演讲和特邀论文进行内容分析,我展示了种族如何影响了我的工作,以及在这一领域开展更多工作的必要性。通过这个例子,我希望法律界人士能找到新的灵感,去做正义的工作。
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引用次数: 0
Incentive mechanisms to exploit intraseasonal price arbitrage opportunities for smallholder farmers: Experimental evidence from Malawi 利用小农户季节内价格套利机会的激励机制:来自马拉维的实验证据
IF 4.2 2区 经济学 Q1 Agricultural and Biological Sciences Pub Date : 2023-02-15 DOI: 10.1111/ajae.12376
Tabitha Nindi, Jacob Ricker-Gilbert, Jonathan Bauchet

Seasonal commodity price fluctuations can potentially offer farmers arbitrage opportunities to increase their income. However, smallholder farmers in most of sub-Saharan Africa often do not exploit these opportunities to the fullest extent possible. To inform this issue, we conducted a randomized controlled trial among 1739 smallholder farmers in Malawi to estimate the impact of two key post-harvest constraints, lack of appropriate storage technology and commitment issues, on farmers' legume storage and sales decisions. The treated groups received (i) an improved storage technology in the form of two hermetic (airtight) bags, (ii) the same improved storage technology under the condition that farmers store collectively with members of their farmer club in their village, and/or (iii) the improved storage technology under the condition that farmers store collectively at a centralized association warehouse. We analyzed the impacts of these treatments on storage behavior and revenue from sales. Results indicated that addressing the technological and commitment constraints simultaneously had the largest average impacts. One year after the intervention, farmers offered hermetic bags and the village storage program (Treatment 2) stored 24% more legumes at harvest, stored 27% longer, received a 3% higher price for their legumes and ultimately made 12% more on average than farmers in the control group. Farmers in that treatment also improved some (but not all) outcomes compared to farmers in other treatment groups. These findings suggest that combining technology with collective action that is localized and flexible can lead to better post-harvest outcomes for smallholder farmers.

季节性商品价格波动可能为农民提供套利机会,以增加收入。然而,撒哈拉以南非洲大部分地区的小农往往不能最大限度地利用这些机会。为了了解这一问题,我们在马拉维的1739个小农户中进行了一项随机对照试验,以评估两个关键的收获后限制因素(缺乏适当的储存技术和承诺问题)对农民豆类储存和销售决策的影响。处理组接受(i)两个密封袋形式的改进储存技术,(ii)相同的改进储存技术,条件是农民与他们村庄的农民俱乐部成员集体储存,和/或(iii)改进的储存技术,条件是农民集体储存在一个集中的协会仓库。我们分析了这些处理对储存行为和销售收入的影响。结果表明,同时解决技术和承诺约束具有最大的平均影响。干预一年后,农民提供了密封袋,村庄储存计划(处理2)在收获时多储存了24%的豆类,储存时间延长了27%,豆类价格提高了3%,最终平均比对照组农民多赚了12%。与其他治疗组相比,接受这种治疗的农民也改善了一些(但不是全部)结果。这些发现表明,将技术与本地化和灵活的集体行动相结合,可以为小农带来更好的收获后成果。
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引用次数: 2
SNAP enrollment cycles: New insights from heterogeneous panel models with cross-sectional dependence SNAP入组周期:来自具有横断面依赖性的异质面板模型的新见解
IF 4.2 2区 经济学 Q1 Agricultural and Biological Sciences Pub Date : 2023-02-14 DOI: 10.1111/ajae.12390
Pourya Valizadeh, Bart L. Fischer, Henry L. Bryant

The Supplemental Nutrition Assistance Program (SNAP) has grown rapidly over the past 2 decades. A large literature relies on state-level panel data on SNAP enrollment and implements traditional two-way fixed effects estimators to identify the impact of economic conditions on SNAP enrollment. This empirical strategy implicitly assumes slope parameter homogeneity and ignores the possibility of cross-sectional dependence in the regression error terms. The latter could feasibly arise in state-level panel data if the time-varying unobserved common shocks, such as national financial crises, have differential effects on SNAP participation across states in the United States. This study empirically evaluates the appropriateness of these two assumptions by adopting a more general common factor model, allowing for slope parameter heterogeneity and error term cross-sectional dependence both separately and jointly. We find that although assuming a common slope parameter across states does not seem problematic for identification, allowing for the error term cross-sectional dependence leads to a roughly 40% reduction in the estimated long-run impact of the unemployment rate on SNAP enrollment. This finding has important implications for policymaking decisions—even small biases could lead to suboptimal policy responses considering the program's size. Our counterfactual simulations support our main results, implying the importance of carefully accounting for time-varying unobserved heterogeneity when studying the cyclicality of SNAP enrollment using state-level panel data.

补充营养援助计划(SNAP)在过去20年里发展迅速。大量文献依赖于国家层面的SNAP登记面板数据,并采用传统的双向固定效应估计来确定经济状况对SNAP登记的影响。这种经验策略隐含地假设斜率参数均匀性,忽略了回归误差项中横截面依赖的可能性。如果时间变化的未观察到的共同冲击,如国家金融危机,对美国各州的SNAP参与有不同的影响,则后者可能出现在州一级的面板数据中。本研究通过采用更一般的公因子模型,考虑斜率参数异质性和误差项截面相关性,分别或共同对这两个假设的适当性进行了实证评估。我们发现,尽管假设各州之间有一个共同的斜率参数对于识别似乎没有问题,但允许误差项横截面依赖性导致失业率对SNAP入学率的估计长期影响减少了大约40%。这一发现对政策制定决策具有重要意义——考虑到项目的规模,即使是很小的偏差也可能导致次优的政策反应。我们的反事实模拟支持我们的主要结果,这意味着在使用州级面板数据研究SNAP登记的周期性时,仔细考虑时变的未观察到的异质性的重要性。
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引用次数: 1
Equity preferences and abatement cost sharing in international environmental agreements 国际环境协定中的公平优惠和减排成本分担
IF 4.2 2区 经济学 Q1 Agricultural and Biological Sciences Pub Date : 2023-02-14 DOI: 10.1111/ajae.12392
Tobias Börger, Nick Hanley, Robert J. Johnston, Keila Meginnis, Tom Ndebele, Ghamz E. Ali Siyal, Frans de Vries

This paper examines empirically the importance of equity preferences for the formation of international environmental agreements (IEA) for transboundary pollution control. Although it has been shown theoretically that the existence of equity preferences among countries considering an IEA increases the chances for formation and stability of a coalition, empirical assessments of such preferences have been limited to climate change mitigation and single-country studies. We consider the case of marine plastic pollution, of which a large share consists of food and beverage containers, representing a transboundary pollution control problem of increasing policy concern, with properties that lead to distinct considerations for equity and the sharing of abatement costs. We employ a coordinated choice experiment in the United Kingdom and United States to assess preferences for abatement-cost allocations in a marine plastics IEA. Pairs of cooperating countries and the relative allocation of abatement costs are varied experimentally. Results show systematic aversion to both advantageous and disadvantageous inequality with respect to abatement costs but also that the relative strength of advantageous and disadvantageous inequality aversion differs across countries. Across both countries, there is evidence that left-leaning voters generally favor more equal international sharing of abatement costs. Differences of these results from the case of greenhouse gas emission reduction, and implications for current efforts to establish a legally binding global treaty on marine plastic pollution, are discussed.

本文从实证角度考察了公平偏好对跨境污染控制国际环境协定(IEA)形成的重要性。虽然理论上已经表明,考虑建立国际能源机构的国家之间存在公平偏好,增加了联盟形成和稳定的机会,但对这种偏好的实证评估仅限于减缓气候变化和单一国家研究。我们考虑海洋塑料污染的情况,其中很大一部分由食品和饮料容器组成,这是一个日益受到政策关注的跨界污染控制问题,其性质导致对公平和分担减排成本的不同考虑。我们在英国和美国进行了一项协调选择实验,以评估海洋塑料国际能源机构对减排成本分配的偏好。在实验中,合作国家对和减排成本的相对分配是不同的。研究结果显示,在减排成本方面,对有利和不利不平等的系统性厌恶,以及各国对有利和不利不平等厌恶的相对强度有所不同。有证据表明,在这两个国家,左倾选民普遍支持国际社会更平等地分担减排成本。讨论了这些结果与温室气体减排情况的差异,以及对目前建立具有法律约束力的海洋塑料污染全球条约的影响。
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引用次数: 0
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American Journal of Agricultural Economics
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