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Message in a bottle: Forecasting wine prices 瓶中信息预测葡萄酒价格
IF 1.4 4区 经济学 Q2 AGRICULTURAL ECONOMICS & POLICY Pub Date : 2024-05-07 DOI: 10.1017/jwe.2024.3
Bernardina Algieri, Leonardo Iania, Arturo Leccadito, Giulia Meloni

Can we predict fine wine and alcohol prices? Yes, but it depends on the forecasting horizon. We make this point by considering the Liv-ex Fine Wine 100 and 50 Indices, the retail and wholesale alcohol prices in the United States for the period going from January 1992 to March 2022. We use rich and diverse datasets of economic, survey, and financial variables as potential price drivers and adopt several combination/dimension reduction techniques to extract the most relevant determinants. We build a comprehensive set of models and compare forecast performances across different selling levels and alcohol categories. We show that it is possible to predict fine wine prices for the 2-year horizon and retail/wholesale alcohol prices at horizons ranging from 1 month to 2 years. Our findings stress the importance of including consumer survey data and macroeconomic factors, such as international economic factors and developed markets equity risk factors, to enhance the precision of predictions of retail/wholesale (fine wine) prices.

我们能预测美酒和酒精的价格吗?可以,但这取决于预测范围。为了说明这一点,我们参考了 Liv-ex Fine Wine 100 和 50 指数,以及 1992 年 1 月至 2022 年 3 月期间美国的酒类零售和批发价格。我们使用丰富多样的经济、调查和金融变量数据集作为潜在的价格驱动因素,并采用多种组合/维度缩减技术来提取最相关的决定因素。我们建立了一套全面的模型,并比较了不同销售水平和酒类的预测性能。我们的研究结果表明,可以预测 2 年期的高端葡萄酒价格,以及 1 个月至 2 年期的酒类零售/批发价格。我们的研究结果强调了纳入消费者调查数据和宏观经济因素(如国际经济因素和发达市场股票风险因素)对提高零售/批发(优质葡萄酒)价格预测精度的重要性。
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引用次数: 0
Determinants of the adoption of fungus-resistant grapevines: Evidence from Switzerland 采用抗真菌葡萄藤的决定因素:瑞士的证据
IF 1.4 4区 经济学 Q2 AGRICULTURAL ECONOMICS & POLICY Pub Date : 2024-04-29 DOI: 10.1017/jwe.2023.36
Lucca Zachmann, Chloe McCallum, Robert Finger

The adoption of fungus-resistant grapevines may be a key strategy for substantially reducing fungicide use in pesticide-intensive viticulture. In a representative survey conducted among 436 grapevine growers in Switzerland, we elicited growers’ expected share of land devoted to fungus-resistant varieties in ten years. More specifically, using regression analyses, we explore the main predictors behind the stated adoption intentions. We find that one-third of new plantings in the next decade will be fungus-resistant varieties. As a result, the expected share of land devoted to fungus-resistant varieties in ten years is 27.4% (compared to 10.2% in 2022), thus increasing by 169%. Farmer- and farm characteristics explain most of the adoption dynamics, especially growers’ beneficial health perceptions about fungus-resistant varieties, which correlate positively with their expected land share devoted to these varieties. Moreover, non-organic grapevine growers are particularly likely to increase their land devoted to these varieties. These findings have important implications for agricultural policy and industry in Europe and elsewhere, facilitating the expected plantation increase using a policy mix tailored to farmer- and farm-level characteristics.

在农药密集型葡萄栽培中,采用抗真菌葡萄藤可能是大幅减少杀菌剂用量的关键策略。在对瑞士 436 位葡萄种植者进行的一项代表性调查中,我们了解了种植者对十年后抗真菌葡萄品种在土地中所占比例的预期。更具体地说,通过回归分析,我们探索了表明采用意向背后的主要预测因素。我们发现,未来十年三分之一的新种植地将采用抗真菌品种。因此,预计十年后抗真菌品种的种植面积将占 27.4%(2022 年为 10.2%),增长 169%。农民和农场的特征解释了大部分采用动态,尤其是种植者对抗真菌品种有益健康的看法,这与他们预期采用这些品种的土地比例呈正相关。此外,非有机葡萄种植者特别有可能增加这些品种的种植面积。这些发现对欧洲和其他地区的农业政策和产业具有重要意义,可促进根据农民和农场的特点制定政策组合,实现预期的种植面积增长。
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引用次数: 0
Contextualizing hard cider flavor language and market position 硬苹果酒风味语言和市场定位的语境化
IF 1.4 4区 经济学 Q2 AGRICULTURAL ECONOMICS & POLICY Pub Date : 2024-04-23 DOI: 10.1017/jwe.2024.13
Clinton L. Neill, Jacob Lahne, Martha Calvert, Leah Hamilton

This paper investigates the market position of hard cider within the broader alcoholic beverage market. The first experiment identifies two distinct consumer segments—around 40% prioritize flavor attributes, while 53% prefer production information. The second experiment utilizes a basket- and expenditure-based choice experiment and a multiple discrete choice extreme value model to assess hard cider's standing among commonly consumed alcoholic beverages. Results reveal that hard cider is perceived as a complement to red and white wine but is independent from beer. The study suggests marketing hard cider in conjunction with white wine to capitalize on observed complementarity. Emphasizing the importance of addressing both consumer segments—those valuing flavor notes and those prioritizing production information—the research offers valuable insights for optimizing hard cider market strategies.

本文调查了硬苹果酒在更广泛的酒精饮料市场中的市场地位。第一项实验确定了两个不同的消费者群体--约 40% 的消费者优先考虑风味属性,而 53% 的消费者更喜欢生产信息。第二个实验利用基于篮子和支出的选择实验以及多重离散选择极值模型来评估硬苹果酒在常见酒精饮料中的地位。结果显示,硬苹果酒被认为是红葡萄酒和白葡萄酒的补充,但独立于啤酒。研究建议将硬苹果酒与白葡萄酒一起营销,以充分利用观察到的互补性。该研究强调了针对两个消费群体(重视风味的群体和优先考虑生产信息的群体)的重要性,为优化硬苹果酒市场战略提供了宝贵的见解。
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引用次数: 0
Factors influencing wine ratings in an online wine community: The case of Trentino–Alto Adige 影响在线葡萄酒社区中葡萄酒评分的因素:特伦蒂诺-上阿迪杰案例
IF 1.4 4区 经济学 Q2 AGRICULTURAL ECONOMICS & POLICY Pub Date : 2024-03-14 DOI: 10.1017/jwe.2024.2
Giulia Gastaldello, Isabel Schäufele-Elbers, Günter Schamel

Consumers often struggle to make their choice in the highly diversified wine market. With wine being an experience good, consumers must rely on extrinsic characteristics, e.g., information on the label. Thus, easily available quality signals like consumer ratings have become an increasingly useful and widespread tool. Vivino is one of the largest online wine communities with over 60 million users, which have more than doubled since 2018. Hence, users have easy access to peer ratings, while established wine expert ratings are being challenged. This study analyzes data from Vivino to explore factors affecting consumer ratings at different price points, considering several wine attributes like geographical indications, brand, and the so-called “community effect.” We show that there is a small but significant community effect on wine's perceived quality related to its popularity among users of the Vivino community, as well as effects from specific wine attributes. Moreover, we estimate a hedonic quantile model on similar price ranges to compare the effect of the same regressors on wine prices. Results contribute to a better understanding of how different factors affect consumers’ wine evaluations, allowing to compare their effect on the “pure” consumer preference (i.e., consumer ratings) and market value.

在高度多样化的葡萄酒市场上,消费者往往难以做出选择。由于葡萄酒是一种体验型商品,消费者必须依赖其外在特征,如标签上的信息。因此,消费者评级等易于获取的质量信号已成为越来越有用、越来越广泛的工具。Vivino 是最大的在线葡萄酒社区之一,拥有 6000 多万用户,自 2018 年以来用户数量增长了一倍多。因此,用户可以轻松获得同行评级,而既有的葡萄酒专家评级正在受到挑战。本研究分析了来自 Vivino 的数据,探讨了影响不同价位消费者评分的因素,并考虑了地理标志、品牌和所谓的 "社区效应 "等多个葡萄酒属性。我们的研究表明,在葡萄酒的感知质量方面存在着微小但显著的社区效应,这与葡萄酒在 Vivino 社区用户中的受欢迎程度以及特定葡萄酒属性的影响有关。此外,我们还估算了类似价格范围的享乐量化模型,以比较相同回归因子对葡萄酒价格的影响。研究结果有助于更好地理解不同因素如何影响消费者对葡萄酒的评价,从而比较这些因素对 "纯粹 "消费者偏好(即消费者评分)和市场价值的影响。
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引用次数: 0
Willingness to pay for female-made wine: Evidence from an online experiment 为女性酿造的葡萄酒付费的意愿:来自在线实验的证据
IF 1.4 4区 经济学 Q2 AGRICULTURAL ECONOMICS & POLICY Pub Date : 2024-03-13 DOI: 10.1017/jwe.2023.34
Alicia Gallais, Florine Livat

The wine industry, considered to be male-dominated, has seen a growing share of women winemakers. Using a randomized online experiment, we investigate how the producer’s gender influences consumers’ willingness to pay for the wine. Gender can be identified either from the first name of the producer or from a gendered group of wine producers. Using a Tobit and a double-hurdle model, our results suggest that consumers’ willingness to pay is lower for wine produced by female winemaker groups. This reduction appears to be particularly pronounced when the consumer is male.

葡萄酒行业被认为是男性主导的行业,但女性酿酒师的比例却越来越高。通过随机在线实验,我们调查了生产者的性别如何影响消费者的葡萄酒支付意愿。性别可以从生产商的名字或葡萄酒生产商的性别群体中识别。通过使用 Tobit 和双飓风模型,我们的结果表明,消费者对女性酿酒师酿造的葡萄酒的支付意愿较低。当消费者为男性时,这种降低似乎尤为明显。
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引用次数: 0
Sounds too feminine? Blind tastings, phonetic gender scores, and the impact on professional critics 听起来太女性化?盲品、语音性别评分以及对专业评论家的影响
IF 1.4 4区 经济学 Q2 AGRICULTURAL ECONOMICS & POLICY Pub Date : 2024-03-04 DOI: 10.1017/jwe.2024.8
Daniel Kaimann, Clarissa Laura Maria Spiess Bru
We shed light on assessing product quality in blind tastings and their potential (gender) biases. We study how phonetic traits of grape varieties suggest product attributes in the context of professional reviews. This study aims to close this research gap and analyze how product variety and phonetic name traits affect expert ratings. We obtained data on 18,609 wines and their ratings from Wine Enthusiast Magazine between 1997 and 2016, yielding a sample of 31,058 observations. We suppose that the gender of the taster needs to be considered to understand what affects tastings and ratings, as women and men might be attracted differently to masculine or feminine names. This study shows that masculine names receive higher evaluations than feminine ones. This phonetic gender gap is driven by lower ratings for white wines by female reviewers and lower ratings for red wines by male reviewers. In addition, white wines are rated lower overall by both men and women.
我们揭示了盲品中的产品质量评估及其潜在的(性别)偏见。我们研究了葡萄品种的语音特征如何在专业评论中暗示产品属性。本研究旨在填补这一研究空白,分析产品品种和名称语音特征如何影响专家评分。我们从《葡萄酒爱好者》杂志获得了 1997 年至 2016 年间 18,609 种葡萄酒及其评分的数据,从而得到了 31,058 个观察样本。我们认为,要了解品酒和评分的影响因素,需要考虑品酒者的性别,因为女性和男性对男性化或女性化名称的吸引力可能不同。这项研究表明,男性名字获得的评价高于女性名字。女性品酒者对白葡萄酒的评分较低,而男性品酒者对红葡萄酒的评分较低,这就造成了语音上的性别差异。此外,男性和女性对白葡萄酒的总体评价都较低。
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引用次数: 0
The determinants of winery visitors for local wine and non-wine products in the Northern Appalachian states 北阿巴拉契亚各州酒庄游客购买当地葡萄酒和非葡萄酒产品的决定因素
IF 1.4 4区 经济学 Q2 AGRICULTURAL ECONOMICS & POLICY Pub Date : 2024-03-04 DOI: 10.1017/jwe.2023.28
Shang-Ho Yang, Kiyokazu Ujiie, Timothy Woods, Shuay-Tsyr Ho

The development and expansion of wineries in Appalachian states in the United States over the past 20 years has received attention, while the study of non-wine product consumption in wineries has been very limited. Wineries increasingly include these non-wine products as complementary products in their marketing portfolio. This study analyzes the determinants of wine and non-wine spending among winery visitors in selected Northern Appalachian states, including Pennsylvania, Ohio, Kentucky, and Tennessee. We develop a market segmentation model and a random utility theory with an interval regression model. Results from 1,609 participants show that wine knowledge has a positive effect on local wine spending, and spending on non-wine products should not be underestimated for its overall contribution to the winery business. Our results suggest that wineries have the potential to boost store sales associated with non-wine products. Diversifying the product lines in wineries to include more non-wine products would be a useful marketing strategy.

过去 20 年来,美国阿巴拉契亚各州葡萄酒厂的发展和扩张受到了关注,但对葡萄酒厂非葡萄酒产品消费的研究却非常有限。酒庄越来越多地将这些非葡萄酒产品作为其营销组合中的补充产品。本研究分析了宾夕法尼亚州、俄亥俄州、肯塔基州和田纳西州等部分北阿巴拉契亚州酒庄游客的葡萄酒和非葡萄酒消费的决定因素。我们建立了一个市场细分模型和一个区间回归模型的随机效用理论。1,609 位参与者的研究结果表明,葡萄酒知识对当地葡萄酒消费有积极影响,而非葡萄酒产品的消费对酒庄业务的整体贡献不容低估。我们的研究结果表明,酒庄有潜力提高与非葡萄酒产品相关的商店销售额。丰富酒庄的产品线,纳入更多的非酒类产品,将是一项有益的营销策略。
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引用次数: 0
Tastings at Tea Time: The Princeton Wine Group 品茶时间:普林斯顿葡萄酒集团
IF 1.4 4区 经济学 Q2 AGRICULTURAL ECONOMICS & POLICY Pub Date : 2024-02-29 DOI: 10.1017/jwe.2024.5
Burton G. Malkiel
This is the story of the Princeton Wine Group, a group whose membership has been relatively constant for almost 40 years. This group has enjoyed 244 blind tastings involving 1,708 different wines. A statistical analysis was performed at each tasting examining whether participants ranked the quality of wines similarly and whether the preferences of the group were correlated with several variables including professional wine ratings and the prices of the wine. The article concludes with a discussion of lessons learned from a lifetime of wine tastings.
这就是普林斯顿葡萄酒小组的故事,近 40 年来,这个小组的成员一直保持相对稳定。该小组共进行了 244 次盲品,品尝了 1,708 种不同的葡萄酒。每次品酒会都会进行统计分析,研究参与者对葡萄酒质量的排名是否相似,以及该小组的偏好是否与专业葡萄酒评级和葡萄酒价格等变量相关。文章最后讨论了从一生的品酒活动中吸取的经验教训。
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引用次数: 0
Effects of hypertension diagnoses on alcohol consumption among Chinese Adults—A Two-dimensional regression discontinuity analysis 高血压诊断对中国成年人饮酒量的影响--二维回归不连续分析
IF 1.4 4区 经济学 Q2 AGRICULTURAL ECONOMICS & POLICY Pub Date : 2024-02-14 DOI: 10.1017/jwe.2023.38
Juerong Huang, Hongjing Dang, Yue Hu, Qihui Chen
Exploiting the fact that hypertension is diagnosed when a person’s blood pressure reading exceeds a medically specified threshold (90 mmHg for diastolic blood pressure or 140 mmHg for systolic blood pressure), this study estimates the effect of a first-ever hypertension diagnosis on Chinese adults’ alcohol consumption using a two-dimensional regression discontinuity design. Analyzing data on 10,787 adults from the China Health and Nutrition Survey, our estimation reveals that hypertension diagnoses based on diastolic blood pressure readings exert a number of desirable effects. Hypertensive adults’ drinking frequency and the incidence of excessive drinking among them were reduced by 1.2 times/week and 17.9 percentage points, respectively, about three years after the diagnosis. Meanwhile, their beer and Chinese spirits (Baijiu) intakes were reduced by 518.6 ml/week and 194.8 ml/week, respectively. Interestingly, we also found modest evidence that hypertension diagnoses based on diastolic blood pressure readings increase Chinese adults’ wine intake, suggesting a substitution pattern upon hypertension diagnoses. In contrast, based on systolic blood pressure readings, no significant effects of hypertension diagnoses on alcohol consumption were found.
高血压的诊断标准是一个人的血压读数超过医学规定的阈值(舒张压为 90 mmHg 或收缩压为 140 mmHg),本研究利用这一事实,采用二维回归不连续设计估计了首次诊断高血压对中国成年人饮酒量的影响。通过分析中国居民健康与营养状况调查(China Health and Nutrition Survey)中 10787 名成年人的数据,我们的估计结果表明,基于舒张压读数的高血压诊断会产生一系列理想的影响。高血压成人的饮酒频率和过度饮酒发生率在确诊后三年左右分别降低了 1.2 次/周和 17.9 个百分点。同时,他们的啤酒和白酒摄入量分别减少了 518.6 毫升/周和 194.8 毫升/周。有趣的是,我们还发现有少量证据表明,基于舒张压读数的高血压诊断会增加中国成年人的葡萄酒摄入量,这表明高血压诊断时存在一种替代模式。相反,基于收缩压读数的高血压诊断对饮酒量没有明显影响。
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引用次数: 0
The beer garden state: Neolocalism and clustering of craft breweries in New Jersey 啤酒花园之州:新泽西州的新地方主义和手工酿酒厂集群
IF 1.4 4区 经济学 Q2 AGRICULTURAL ECONOMICS & POLICY Pub Date : 2024-02-05 DOI: 10.1017/jwe.2023.37
Geoffrey Fouad, Robert H. Scott

This paper investigates the growth and clustering of craft breweries in New Jersey. We compiled a historical dataset from 1995 to 2020 that allows us to measure the degree of geographic clustering among craft breweries in New Jersey. The number of craft breweries in New Jersey grew 491% from 2012 to 2020 (from 22 to 130 craft breweries). An impetus for this growth was that New Jersey enacted legislation in 2012 that made opening and operating a craft brewery in the state more economically viable. Our analysis finds that craft breweries in New Jersey are clustering in specific parts of the state and that this is likely due to co-location benefits such as building a culture of craft beer that drives innovation, knowledge sharing, customer sharing, and a thicker labor market. While distinct craft beer clusters have formed in New Jersey, we find there is still significant opportunity for growth. Our analysis confirms this using data on planned craft brewery openings to measure changes in the size and density of clusters and where, in New Jersey, new clusters are likely to form.

本文研究了新泽西州精酿啤酒厂的发展和集群情况。我们编制了一个从 1995 年到 2020 年的历史数据集,通过该数据集,我们可以衡量新泽西州精酿啤酒厂的地理集群程度。从 2012 年到 2020 年,新泽西州精酿啤酒厂的数量增长了 491%(从 22 家增至 130 家)。推动这一增长的原因之一是新泽西州于 2012 年颁布了相关法律,使得在该州开设和经营手工精酿啤酒厂在经济上更加可行。我们的分析发现,新泽西州的精酿啤酒厂正在向该州的特定地区集聚,这很可能是由于同地经营带来的好处,例如建立了一种推动创新、知识共享、客户共享的精酿啤酒文化,以及一个更加浓厚的劳动力市场。虽然新泽西州已经形成了各具特色的精酿啤酒集群,但我们发现仍然存在巨大的发展机遇。我们的分析证实了这一点,我们利用计划中的手工啤酒厂开业数据来衡量集群规模和密度的变化,以及在新泽西州哪些地方可能形成新的集群。
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引用次数: 0
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Journal of Wine Economics
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