Incorporating micro data into differentiated products demand estimation with PyBLP

C Conlon, J Gortmaker - Journal of Econometrics, 2025 - Elsevier
We delineate a general framework for incorporating many types of micro data from summary
statistics to full surveys of selected consumers into Berry, Levinsohn, and Pakes (1995)-style …

Don't waste that free lettuce! Impact of BOGOF promotions on retail profit and food waste

Q Wu, D Honhon - Production and Operations Management, 2023 - journals.sagepub.com
Buy‐one‐get‐one‐free (BOGOF), a ubiquitous sales promotion scheme by which
consumers get two items for the price of one, encourages consumers to buy and waste food …

When and how to leverage e-commerce cart targeting: The relative and moderated effects of scarcity and price incentives with a two-stage field experiment and causal …

X Luo, X Lu, J Li - Information Systems Research, 2019 - pubsonline.informs.org
The rise of online shop** cart–tracking technologies enables new opportunities for e-
commerce cart targeting (ECT). However, practitioners might target shoppers who have …

Optimal price targeting

AN Smith, S Seiler, I Aggarwal - Marketing Science, 2023 - pubsonline.informs.org
We study the profitability of personalized pricing policies in a setting with consumer-level
panel data. To compare pricing policies, we propose an inverse probability-weighted …

Effective adaptive exploration of prices and promotions in choice-based demand models

L Jain, Z Li, E Loghmani, B Mason… - Marketing …, 2024 - pubsonline.informs.org
We consider the problem of setting the optimal prices and promotions for a multi product
category when the firm lacks demand information. At each time, a customer arrives and …

Microeconometric models of consumer demand

JP Dubé - Handbook of the Economics of Marketing, 2019 - Elsevier
A long literature has developed econometric methods for estimating individual-consumer-
level demand systems that accommodate corner solutions. The increasing access to …

Price promotions: examining the buyer mix and subsequent changes in purchase loyalty

JG Dawes - Journal of Consumer Marketing, 2018 - emerald.com
Purpose This paper aims to investigate the extent to which temporary price promotions
attract people who do not normally buy a brand, and whether buyers change their propensity …

Economic foundations of conjoint analysis

GM Allenby, N Hardt, PE Rossi - Handbook of the Economics of Marketing, 2019 - Elsevier
Observational data on either individual or aggregate demand is often not sufficient to identify
consumer preferences due to lack of variation in prices or product features, or the desire to …

Measuring the lifetime value of a customer in the consumer packaged goods industry

S Sunder, V Kumar, Y Zhao - Journal of Marketing Research, 2016 - journals.sagepub.com
In this study, the authors propose a flexible framework to assess customer lifetime value
(CLV) in the consumer packaged goods (CPG) context. They address the substantive and …

Buy-one-get-one promotions in a two-echelon supply chain

Y Li, MJ Khouja, J Pan, J Zhou - Management Science, 2023 - pubsonline.informs.org
Buy-one-get-one (BOGO) promotions have become popular. With BOGO, the first unit is sold
for the regular price, and the second unit is discounted. We analyze BOGO in manufacturer …