Publications

February 2021
Case

Drizly: Managing Supply and Demand through Disruption

By: Kris Ferreira

It was April 6th, 2020, and the management team at Drizly—an online alcohol marketplace where consumers could browse and purchase alcohol from local liquor retail stores via Drizly’s app for immediate home delivery—were thrilled to see record-breaking sales from the... View Details

Keywords: COVID-19 Pandemic; Demand and Consumers; Growth and Development; Customer Focus and Relationships; Customer Value and Value Chain; Customer Satisfaction; Goals and Objectives; Supply Chain Management

Research Summary

Dynamic Demand Estimation in Platform and Two-Sided Markets

This paper develops techniques to structurally estimate consumer demand in general platform-intermediated and two-sided markets. By estimating both sides of the market simultaneously, the methodology presented here is able to (1) endogenize the utility of a platform as... View Details

May 2023
Article

Do Internal Control Weaknesses Affect Firms' Demand for Financial Skills? Evidence from U.S. Job Postings

By: Janet Gao, Kenneth J. Merkley, Joseph Pacelli and Joseph H. Schroeder

Ineffective internal controls over financial reporting often relates to a lack of qualified personnel with sufficient accounting and technical expertise. In this study, we examine whether firms respond to internal control failures by increasing their demand for... View Details

Keywords: Internal Controls; Labor Demand; Accounting; Financial Reporting; Experience and Expertise; Recruitment; Competency and Skills; Corporate Finance

SSRN

21 Jul 2020
Working Paper Summaries

Business Reopening Decisions and Demand Forecasts During the COVID-19 Pandemic

Keywords: by Dylan Balla-Elliott, Zoë B. Cullen, Edward L. Glaeser, Michael Luca, and Christopher Stanton

May 25, 2016
Comment

How Consumers and Businesses are Reshaping Public Health

By: John A. Quelch

Healthcare and education are two issues in which citizens around the world, rich and poor, are passionately interested. It has long been appreciated that the way that a society treats its youngest and oldest members says much about its moral maturity. Economic... View Details

27 Sep 2018
Working Paper Summaries

Large-Scale Demand Estimation with Search Data

Keywords: by Tomomichi Amano, Andrew Rhodes, and Stephan Seiler; Retail

11 Oct 2006
News

Consumers and Competition

November 2018
Technical Note

Aggregate Demand and Aggregate Supply

By: Alberto Cavallo

March 1992
Background Note

Researching and Monitoring Consumer Markets

By: Robert J. Dolan

Describes the major research techniques for consumer goods new product development, i.e. pre-test markets and electronic purchase monitoring. Provides students with information on availability and utility of these services. View Details

Keywords: Demand and Consumers; Product Marketing; Product Development; Research

Research Summary

Creating and Consuming Brand Meaning

By: Jill J. Avery

This vibrant stream explores how managers build meaning into their brands through narrative stories, and nurture, leverage, and maintain meaning over time. It also explores how consumers use this meaning embedded in brands to construct their identities and live their... View Details

October 2007
Article

Supply and Demand Shifts in the Shorting Market

By: Lauren Cohen, Karl B. Diether and Christopher J. Malloy

Using proprietary data on stock loan fees and quantities from a large institutional investor, we examine the link between the shorting market and stock prices. Employing a unique identification strategy, we isolate shifts in the supply and demand for shorting. We find... View Details

Keywords: Analytics and Data Science; Stocks; Financing and Loans; Price; Strategy; Demand and Consumers; Forecasting and Prediction; Investment Return; Markets; Information

Find at Harvard

Research Summary

Quality disclosure and consumer behavior

Professor Luca has investigated the relationship among quality disclosure, salience, and consumer behavior. He has found that when colleges are presented by rank in U.S. News & World Report, a one-rank improvement for an institution causes nearly a... View Details

01 Oct 1998
News

Supplying Demand

When it opens next year, Los Angeles' new state-of-the-art sports complex will bear the name of a $7-billion international retail giant, a newcomer that will join heavyweights such as United Airlines, Anheuser-Busch, and MCI in seeing its... View Details

Keywords: Paul Michelman

2022
Working Paper

Consumer Reviews and Regulation: Evidence from NYC Restaurants

By: Chiara Farronato and Georgios Zervas

We investigate the informativeness of hygiene signals in online reviews, and their effect on consumer choice and restaurant hygiene. We first extract signals of hygiene from Yelp. Among all dimensions that regulators monitor through mandated restaurant inspections, we... View Details

Keywords: Restaurants; Reviews; Hygiene; Yelp; Regulation; Food; Governing Rules, Regulations, and Reforms; Consumer Behavior

Find at Harvard

May 2004 (Revised July 2004)
Case

IBM On Demand Community

By: John A. Quelch

The vice-president of IBM Corporate Community Relations is developing the launch program for IBM On Demand Community, a suite of 140 technology tools designed to enable IBM employees to assist nonprofit community organizations and schools worldwide. View Details

Keywords: Nonprofit Organizations; Social Marketing; Computer Industry

Research Summary

Consumer Decision Making and Behavioral Research

By: John T. Gourville

John Gourville’s research focuses on consumer behavior, especially in the areas of pricing and consumer decision making. In the area of pricing, for instance, he has looked at the role of time on how consumers interpret and react to product costs and prices.... View Details

2022
Working Paper

Product2Vec: Leveraging Representation Learning to Model Consumer Product Choice in Large Assortments

By: Fanglin Chen, Xiao Liu, Davide Proserpio and Isamar Troncoso

We propose a method, Product2Vec, based on representation learning, that can automatically learn latent product attributes that drive consumer choices, to study product-level competition when the number of products is large. We demonstrate Product2Vec’s... View Details

Keywords: Consumer Choice; Consumer Behavior; Competition; Product Marketing

SSRN