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Decision Making & Negotiations

See the latest research, articles and faculty on the Decision Making & Negotiations Area of Expertise at Columbia Business School.

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Decision Making & Negotiations

Decision Making & Negotiations Research

Consumer Reactions to Drip Pricing

Authors
Shelle Santana, Steven Dallas, and Vicki Morwitz
Date
January 1, 2020
Format
Journal Article
Journal
Marketing Science

This research examines how drip pricing--a strategy whereby a firm advertises only part of a product's price upfront and then reveals additional mandatory or optional fees/surcharges as the consumer proceeds through the buying process--affects consumer choice and satisfaction. Across six studies, we find that when optional surcharges are dripped (vs. revealed upfront) consumers are more likely to initially select a lower base priced option which, after surcharges are included, is often more expensive than the alternative.

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The Role of Numbers in the Customer Journey

Authors
Shelle Santana, Manoj Thomas, and Vicki Morwitz
Date
January 1, 2020
Format
Journal Article
Journal
Journal of Retailing

At each stage in customers' journeys, they encounter different types of numeric information that they process using different judgment strategies. Relevant numbers might include budgets, price, product attributes, product counts, product ratings, numbers in brand names, health and nutrition information, financial information, time-related information, and others. This manuscript provides a review of the vast array of numerical information presented to consumers at different stages of the customer journey.

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Incomplete Market Demand Tests for Kreps-Porteus-Selden Preferences

Authors
Felix Kubler, Larry Selden, and Xiao Wei
Date
January 1, 2020
Format
Journal Article
Journal
Journal of Economic Theory

What does utility maximization subject to a budget constraint imply for intertemporal choice under uncertainty? Assuming consumers face a two period consumption-portfolio problem where asset markets are incomplete, we address this question following both the standard local infinitesimal and finite data approaches. To focus on the separate roles of time and risk preferences, individuals maximize KPS (Kreps-Porteus-Selden) preferences. The consumption-portfolio problem is decomposed into a one period portfolio problem and a two period certainty consumption-saving problem.

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Taking the Cochrane-Piazzesi Term Structure Model Out of Sample: More Data, Additional Currencies, and FX Implications

Authors
Robert Hodrick and Tuomas Tomunen
Date
Forthcoming
Format
Newspaper/Magazine Article
Publication
Critical Finance Review

We examine the statistical term structure model of Cochrane and Piazzesi (2005) and its affine counterpart, developed in Cochrane and Piazzesi (2008), in several out-of-sample analyzes. The model's one-factor forecasting structure characterizes the term structures of additional currencies in samples ending in 2003. In post-2003 data one-factor structures again characterize each currency's term structure, but we reject equality of the coefficients across the two samples.

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The Smartphone as a Pacifying Technology

Authors
Shiri Melumad and Michel Tuan Pham
Date
Forthcoming
Format
Newspaper/Magazine Article
Publication
Journal of Consumer Research

In light of consumers’ growing dependence on their smartphones, this article investigates the nature of the relationship that consumers form with their smartphone and its underlying mechanisms. We propose that in addition to obvious functional benefits, consumers in fact derive emotional benefits from their smartphone—in particular, feelings of psychological comfort and, if needed, actual stress relief. In other words, in a sense, smartphones are not unlike adult pacifiers.

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Search Query Formation by Strategic Consumers

Authors
Jia Liu and Olivier Toubia
Date
January 1, 2020
Format
Journal Article
Journal
Quantitative Marketing and Economics

Submitting queries to search engines has become a major way for consumers to search for information and products. The massive amount of search query data available today has the potential to provide valuable information on consumer preferences. In order to unlock this potential, it is necessary to understand how consumers translate their preferences into search queries. Strategic consumers should attempt to maximize the information content of the search results, conditional on a set of beliefs on how the search engine operates.

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Modeling Dynamic Heterogeneity Using Gaussian Processes

Authors
Ryan Dew, Yang Li, and Asim Ansari
Date
January 1, 2020
Format
Journal Article
Journal
Journal of Marketing Research

Marketing research relies on individual-level estimates to understand the rich heterogeneity of consumers, firms, and products. While much of the literature focuses on capturing static cross-sectional heterogeneity, little research has been done on modeling dynamic heterogeneity, or the heterogeneous evolution of individual-level model parameters. In this work, the authors propose a novel framework for capturing the dynamics of heterogeneity, using individual-level, latent, Bayesian nonparametric Gaussian processes.

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Rethinking Design Thinking

Authors
Robert Morais
Date
January 1, 2020
Format
Newspaper/Magazine Article
Publication
Medium

This article starts with the premise that while Design Thinking has value, there are yawning gaps in the research components of the process. More disciplined research will enable design thinkers to create better, more human-centered designs.

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Covid Incidence Rates in Targeted Zipcodes of NYC

Authors
Awi Federgruen
Date
January 1, 2020
Format
Working Paper
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