%0 Journal Article %T Detecting early signals of shifts in consumer preferences via topic trend analysis of user reviews on a digital platform %A Chernikov, V.V. %K user-generated content, topic modeling, time series, demand proxies, cross-correlation, forecasting %J Russian Journal of Management %D 2026 %N 14 %P 12 %I Publishing Center RIOR