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Full-Text Articles in Business
The Impact Of Subscription Programs On Customer Purchases, Raghu Iyengar, Young-Hoon Park, Qi Yu
The Impact Of Subscription Programs On Customer Purchases, Raghu Iyengar, Young-Hoon Park, Qi Yu
Research Collection Lee Kong Chian School Of Business
Subscription programs have become increasingly popular among a wide variety of retailers and marketplace platforms. Subscription programs give members access to a set of exclusive benefits for a fixed fee upfront. In this paper, we examine the causal effect of a subscription program on customer behavior. To account for self-selection and identify the individual-level treatment effects, we combine a difference-in-differences approach with a generalized random forests procedure that matches each member of the subscription program with comparable non-members. We find subscription leads to a large increase in customer purchases. The effect of subscription is economically significant, persistent over time, and …
Describing Rosé: An Embedding-Based Method For Measuring Preferences, Anirban Mukherjee, Hannah H. Chang
Describing Rosé: An Embedding-Based Method For Measuring Preferences, Anirban Mukherjee, Hannah H. Chang
Research Collection Lee Kong Chian School Of Business
In this paper, we present a novel preference-measurement method for experiential products and develop a novel embedding-based utility model to value product attributes and attribute-levels from participant choices between products described in (unstructured) prose.