Optimal Mechanism Design - Publications - Faculty & Research - Harvard Business School

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Winter 2016
Article

Analytics for an Online Retailer: Demand Forecasting and Price Optimization

By: Kris J. Ferreira, Bin Hong Alex Lee and David Simchi-Levi

We present our work with an online retailer, Rue La La, as an example of how a retailer can use its wealth of data to optimize pricing decisions on a daily basis. Rue La La is in the online fashion sample sales industry, where they offer extremely limited-time... View Details

Keywords: Internet and the Web; Price; Forecasting and Prediction; Revenue; Sales; Retail Industry

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15 Nov 2012
Research & Ideas

Funding the Design of Livable Cities

transit, can maximize the return on investment by optimizing natural resource use. For cash-strapped cities the private sector can fill the gap in providing critical funds and designing structures, including... View Details

Keywords: by Lisa Chase; Construction; Real Estate; Energy; Utilities

2024
Working Paper

Personalization and Targeting: How to Experiment, Learn & Optimize

By: Aurelie Lemmens, Jason M.T. Roos, Sebastian Gabel, Eva Ascarza, Hernan Bruno, Elea McDonnell Feit, Brett Gordon, Ayelet Israeli, Carl F. Mela and Oded Netzer

Personalization has become the heartbeat of modern marketing. Advances in causal inference and machine learning enable companies to understand how the same marketing action can impact the choices of individual customers differently. This article provides an academic... View Details

Keywords: Personalization; Targeting; Experiments; Observational Studies; Policy Implementation; Policy Evaluation; Customization and Personalization; Marketing Strategy; AI and Machine Learning

19 Aug 2009
Working Paper Summaries

The Optimal Taxation of Height: A Case Study of Utilitarian Income Redistribution

Keywords: by N. Gregory Mankiw & Matthew Weinzierl

2020
Article

Fast Exact Matrix Completion: A Unified Optimization Framework for Matrix Completion

By: Dimitris Bertsimas and Michael Lingzhi Li

We formulate the problem of matrix completion with and without side information as a non-convex optimization problem. We design fastImpute based on non-convex gradient descent and show it converges to a global minimum that is guaranteed to recover closely the... View Details

Keywords: Mathematical Methods

2022
Working Paper

The Issuance and Design of Sustainability-linked Loans

By: Maria Loumioti and George Serafeim

Sustainability-linked loans (i.e., syndicated loans for which pricing is linked to a sustainability performance indicator) have rapidly evolved into a significant private debt product. We find that sustainability-linked lending has been available mostly to borrowers... View Details

Keywords: Sustainability; Sustainability Management; Credit Products; Loan Contracts; Loans; Corporate Finance; Credit Risk; Environment; ESG; ESG Ratings; Climate Change; Finance; Borrowing and Debt; Risk and Uncertainty; Credit

15 Dec 2020
Working Paper Summaries

Designing, Not Checking, for Policy Robustness: An Example with Optimal Taxation

Keywords: by Benjami Lockwood, Afras Y. Sial, and Matthew C. Weinzierl

19 May 2010
Working Paper Summaries

The Job Market for New Economists: A Market Design Perspective

Keywords: by Peter A. Coles, John Cawley, Phillip B. Levine, Muriel Niederle, Alvin E. Roth & John J. Siegfried

Article

The Job Market for New Economists: A Market Design Perspective

By: Peter A. Coles, John Cawley, Phillip B. Levine, Muriel Niederle, Alvin E. Roth and John J. Siegfried

This paper, written by the members of the American Economic Association (AEA) Ad Hoc Committee on the Job Market, provides an overview of the market for new Ph.D. economists. It describes the role of the AEA in the market and focuses in particular on two mechanisms... View Details

Keywords: Market Design; Jobs and Positions

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Article

The Inpatient Discharge Lounge as a Potential Mechanism to Mitigate Emergency Department Boarding and Crowding

By: Brian Franklin, Sharif Vakili, Robert S. Huckman, Sarah Hosein, Nicholas Falk, Katherine Cheng, Maria Murray, Sheila Harris, Charles A. Morris and Eric Goralnick

Delayed access to inpatient beds for admitted patients contributes significantly to emergency department (ED) boarding and crowding, which have been associated with deleterious patient safety effects. To expedite inpatient bed availability, some hospitals have... View Details

Keywords: Health Care Delivery; Emergency Room; Operations Improvement; Operations Management; Health Care and Treatment; Service Delivery; Operations; Management; Performance Improvement; Service Operations

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19 Oct 2011
Research & Ideas

Designing Cities for a Sustainable Future

On a June day in Manhattan with temperatures heading into the 90s, a straphanger named Mike is taking his customary subway ride to work. People are grumbling about the heat, but hey, it's summer, it's supposed to be hot, and besides, "Whaddya gonna do?" New Yorkers... View Details

Keywords: by Garry Emmons; Construction; Real Estate

January 2019 (Revised February 2020)
Case

Roush Performance: How to Design a Sales Force Compensation Plan

By: Doug J. Chung

Roush Performance manufactured and marketed factory-modified performance vehicles and high-end aftermarket automotive performance parts. Since its inception, Roush Performance had focused on building its engineering technology competency and diversifying its product... View Details

Keywords: Sales Force Management; Motivation; Compensation; Salary; Commissions; Bonuses; Quotas; Salesforce Management; Compensation and Benefits; Motivation and Incentives

2010
Working Paper

The Job Market for New Economists: A Market Design Perspective

By: Peter A. Coles, John Cawley, Phillip B. Levine, Muriel Niederle, Alvin E. Roth and John J. Siegfried

This paper provides an overview of the market for new Ph.D. economists. It describes the role of the American Economic Association (AEA) in the market and focuses in particular on two mechanisms adopted in recent years at the suggestion of our committee. First, job... View Details

Keywords: Cost Management; Information; Surveys; Jobs and Positions; Job Interviews; Job Search; Emerging Markets; Digital Platforms; Service Operations; Internet and the Web

Article

Strategy-Proofness of Worker-Optimal Matching with Continuously Transferable Utility

By: Ravi Jagadeesan, Scott Duke Kominers and Ross Rheingans-Yoo

We give a direct proof of one-sided strategy-proofness for worker-firm matching under continuously transferable utility. A new “Lone Wolf” theorem (Jagadeesan et al., 2017) for settings with transferable utility allows us to adapt the method of proving one-sided... View Details

Keywords: Matching; Strategy-proofness; Lone Wolf Theorem; Rural Hospitals Theorem; Mechanism Design; Marketplace Matching

2016
Working Paper

Market Design for Altruistic Supply: Evidence from the Lab

By: Robert Slonim and Carmen Wang

Volunteer supply is widespread. Yet without a price, inefficiencies occur due to suppliers’ inability to coordinate with each other and with demand. In these contexts, we propose a market clearinghouse mechanism that improves efficiency if supply is altruistically... View Details

Keywords: Laboratory Experiments; Volunteering; Public Goods Provision; Market Design; Philanthropy and Charitable Giving; Economics

Article

Informal Family Insurance and the Design of the Welfare State

By: Rafael Di Tella and Robert MacCulloch

We study unemployment benefit provision when the family also provides social insurance. In the benchmark case, more generous State transfers crowd out family risk-sharing one-for-one. An extension gives the State an advantage in enforcing transfers through taxes... View Details

Keywords: Insurance; Design; Welfare

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Article

Holdout in the Assembly of Complements: A Problem for Market Design

By: Scott Duke Kominers and E. Glen Weyl

Holdout problems prevent private (voluntary and self-financing) assembly of complementary goods—such as land or dispersed spectrum—from many self-interested sellers. While mechanisms that fully respect sellers' property rights cannot alleviate these holdout problems,... View Details

Keywords: Governance; Market Design; Property

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April 2014
Article

Awards Unbundled: Evidence from a Natural Field Experiment

By: Nava Ashraf, Oriana Bandiera and Scott S. Lee

Organizations often use non-monetary awards to incentivize performance. Awards may affect behavior through several mechanisms: by conferring employer recognition, by enhancing social visibility, and by facilitating social comparison. In a nationwide health worker... View Details

Keywords: Social Comparison; Awards; Optimal Expectactions; Zambia; Status and Position; Performance Expectations; Motivation and Incentives; Health Care and Treatment; Health Industry; Zambia

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2017
Working Paper

Minimizing Justified Envy in School Choice: The Design of New Orleans' OneApp

By: Atila Abdulkadiroglu, Yeon-Koo Che, Parag A. Pathak, Alvin E. Roth and Oliver Tercieux

In 2012, New Orleans Recovery School District (RSD) became the first U.S. district to unify charter and traditional public school admissions in a single-offer assignment mechanism known as OneApp. The RSD also became the first district to use a mechanism based on Top... View Details

Keywords: Education; Decision Choices and Conditions; Marketplace Matching; Mathematical Methods; Design

2013
Dissertation

Designing Freemium: A Model of Consumer Usage, Upgrade, and Referral Dynamics

By: Clarence Lee, Vineet Kumar and Sunil Gupta

Abstract. Over the past decade "freemium" (free + premium) has become the dominant business model among internet start-ups for its ability to acquire and monetize a large install-base with limited marketing resources. Freemium is a hybrid strategy where a firm offers... View Details

Keywords: Discrete-Continuous Choice Dynamic Structural Models; Bayesian Estimation; Word-of-Mouth; Digital Services; Freemium; Entrepreneurship; Business Model; Motivation and Incentives; Marketing Strategy; Internet and the Web; Consumer Behavior; Marketing Reference Programs; Business Startups

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