This paper aims to examine the descriptors used by experts in their tasting notes and leverages them to infer measures of Pinot Noir typicity and elegance, and to assess how these dimensions correlate with ratings and prices across regions.
The authors use Wine Enthusiast Pinot Noir reviews from 2017 to 2020. The final sample includes 8,046 reviews with available price information. This authors extract aroma and elegance descriptors from tasting notes using a curated lexicon and rule-based matching, map aromas to the twelve UC Davis Aroma Wheel categories and construct typicity (distance to the regional benchmark) and elegance (balance of positive vs negative markers) indices. The authors then estimate rating regressions and hedonic price models.
Ratings are positively associated with tasting-note length and with several aroma dimensions; (fruit, spice, earthy, floral), while pungent and oxidized cues are negatively associated with scores. Typicity and elegance are both positively related to expert scores. In price regressions, typicity becomes statistically insignificant once ratings are included. By contrast, elegance enters negatively, while its interaction with ratings is positive, although the overall marginal effect remains negative across the range of scores. This suggests that elegance captures multiple dimensions, notably lightness (associated with lower prices) and harmony (associated with higher prices), with the latter largely reflected in expert ratings.
The analysis is based on a single review outlet, and tasting notes and ratings are produced in the same evaluative act.
Producers can use the typicity and elegance measures to benchmark style and positioning, while critics, educators, retailers and consumers can use the results to better understand how sensory language is reflected in expert ratings and market prices.
This paper improves transparency in wine markets by turning tasting-note language into simple, replicable measures of typicity and elegance. This can help consumers better interpret expert reviews and understand regional style differences.
The paper develops transparent, replicable text-based proxies for typicity and elegance and links sensory language in tasting notes to ratings and hedonic valuation in fine-wine markets.
