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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

Efficient Risk Estimation via Nested Sequential Simulation

Authors
Mark Broadie, Yiping Du, and Ciamac Moallemi
Date
June 1, 2011
Format
Journal Article
Journal
Management Science

We analyze the computational problem of estimating financial risk in a nested simulation. In this approach, an outer simulation is used to generate financial scenarios and an inner simulation is used to estimate future portfolio values in each scenario. We focus on one risk measure, the probability of a large loss, and we propose a new algorithm to estimate this risk. Our algorithm sequentially allocates computational effort in the inner simulation based on marginal changes in the risk estimator in each scenario.

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On the Design of Contingent Capital with a Market Trigger

Authors
M. Suresh Sundaresan and Zhenyu Wang
Date
June 1, 2011
Format
Working Paper

Contingent capital, a regulatory debt that must convert into common equity when a bank's equity value falls below a specified threshold (a trigger), does not in general lead to a unique equilibrium in the prices of the bank's equity and contingent capital. Multiplicity or absence of equilibrium arises because economic agents are not allowed to choose a conversion policy in their best interests. The lack of unique equilibrium introduces the potential for price manipulation, market uncertainty, inefficient capital allocation, and unreliability of conversion.

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Optimal Pricing of Services with Switching Costs

Authors
Qian Liu and Garrett van Ryzin
Date
June 1, 2011
Format
Working Paper

Customer switching costs are an important factor in account-based services such as telecommunications, financial, insurance and brokerage services. In these businesses, existing customers incur significant costs if they switch to another provider. Such costs include physical configuration and installation costs, contractual costs (e.g. termination fees) and cognitive costs of learning. These switching costs enable a firm to extract more revenue from incumbent customers by charging them higher prices.

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When Shelf-Based Scarcity Impacts Consumer Preferences

Authors
Jeffrey Parker and Donald Lehmann
Date
June 1, 2011
Format
Journal Article
Journal
Journal of Retailing

Scarcity has long been known to impact consumers' choices. Yet, the impact of shelf-based scarcity in retail environments, created by stocking level depletion, has received almost no attention in the literature. Indeed, little research to date has even examined if consumers will attend to shelf-based scarcity in retail environments, much less how this cue can impact choice. A priori, given the inherently noisy and cue-filled nature of retail environments, it is quite reasonable to expect that shelf-based scarcity would play little to no role in consumers' choices.

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Laws of Attraction: Regulatory Arbitrage in the Face of Activism in Right-to-Work States

Authors
Hayagreeva Rao, Lori Qingyuan Yue, and Paul Ingram
Date
June 1, 2011
Format
Journal Article
Journal
American Sociological Review

Extant research recognizes that firms exploit regulatory variations to their advantage but depicts such regulatory arbitrage as a dyadic process between firms and regulators. We extend this account by including the political rivals of a firm and suggest that firms view regulatory differences as part of a corporate political opportunity structure, and exploit regulatory variations to disadvantage their rivals. Empirically, we focus on variations in right-to-work (RTW) laws which signal the pro-business climate in a state and exist in twenty-two of the 50 American states.

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Monotonicity properties of stochastic inventory systems

Authors
Awi Federgruen and Min Wang
Date
June 1, 2011
Format
Working Paper

The principal performance measures in an inventory system involve key characteristics of the system's inventory position, i.e., the total inventory the firm is economically committed to, as well as the average order size or order frequency. As to the former, the focus among operation managers is on the maximum inventory (position), the average inventory and the minimum inventory, the latter being related to the so-called safety stock concept. Financial analysts and macroeconomists pay particular attention to the sales/inventory ratio, also referred to as the inventory turnover.

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When Do People Rely on Affective and Cognitive Feelings in Judgment? A Review

Authors
Rainer Greifeneder, Herbert Bless, and Michel Tuan Pham
Date
May 1, 2011
Format
Journal Article
Journal
Personality and Social Psychology Review

Although people have been shown to rely on feelings to make judgments, the conditions that moderate this reliance have not been systematically reviewed and conceptually integrated. This article addresses this gap by jointly reviewing moderators of the reliance on both subtle affective feelings and cognitive feelings of ease-of-retrieval.

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Stochastic House Appreciation and Optimal Mortgage Lending

Authors
Tomasz Piskorski and Alexei Tchistyi
Date
May 1, 2011
Format
Journal Article
Journal
Review of Financial Studies

We characterize the optimal mortgage contract in a continuous time setting with stochastic growth in house price and income, costly foreclosure, and a risky borrower who requires incentives to repay his debt. We show that many features of subprime loans can be consistent with properties of the optimal contract and that, when house prices decline, mortgage modification can create value for borrowers and lenders.

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Complicating Choice

Authors
Rom Schrift, Oded Netzer, and Ran Kivetz
Date
April 1, 2011
Format
Journal Article
Journal
Journal of Marketing Research

A great deal of research in consumer decision-making and social-cognition has explored consumers’ attempts to simplify choices by bolstering their tentative choice candidate and/or denigrating the other alternatives. The present research investigates a diametrically opposed process, whereby consumers complicate their decisions.

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