Marketing Science Institute, "The Impact of Music Streaming on the Similarity of Listening Behavior across Consumers.” ($3,000)

TiSEM Data Science Grant “The Streaming Economy: Societal Implications” (€50,000) with Bart Bronnenberg and Hannes Datta

Marketing Science Institute and Association of Consumer Research, “Shopper Marketing” Research Grant #4-1653, "From ‘Point-of-Purchase’ to ‘Path to Purchase’: How Shopping Missions Drive In-Store Buying.” ($13,500)

International Commerce Institute-Unilever Research Grant, “Shopping Mission and Buying Behavior: A Cross Country Comparison.” (€20,000)