Publications

July–August 2013
Article

A Joint Model of Usage and Churn in Contractual Settings

By: Eva Ascarza and Bruce G.S. Hardie

As firms become more customer-centric, concepts such as customer equity come to the fore. Any serious attempt to quantify customer equity requires modeling techniques that can provide accurate multiperiod forecasts of customer behavior. Although a number of researchers... View Details

Keywords: Churn; Retention; Contractual Settings; Access Services; Hidden Markov Models; RFM; Latent Variable Models; Customer Value and Value Chain; Consumer Behavior

29 Sep 2014
Research & Ideas

Why Do Outlet Stores Exist?

consumers than it did about the companies. "Companies must know something about the way we behave that causes them to adopt these retailing strategies," he says. "I look at retailing as a way to study View Details

Keywords: by Michael Blanding; Apparel & Accessories; Fashion; Retail

September 2013
Article

Do Short Sellers Front-Run Insider Sales?

By: Mozaffar N. Khan and Hai Lu

We study the behavior of short sellers as informed market participants and examine potential sources of their information. Using a newly available dataset with high-frequency short sales data, we find evidence of significant increases in short sales immediately prior... View Details

Keywords: Information; Consumer Behavior; Accounting; Financial Services Industry

08 Dec 2015
First Look

December 8, 2015

that may arise. Publisher's link: https://www.hbs.edu/faculty/Pages/item.aspx?num=50144 2015 The Cambridge Handbook of Consumer Psychology The Consumer Psychology of Online Privacy: Insights and Opportunities... View Details

Keywords: Sean Silverthorne

18 Apr 2007
HBS Case

How Magazine Luiza Courts the Poor

2004. "When it comes to services, a fundamental question is whether you are competing with a new idea or building a better mousetrap," Frei says. "Magazine Luiza is indeed a better mousetrap." The store sells a mix of furniture, View Details

Keywords: by Julia Hanna; Retail

July 1991 (Revised June 1992)
Case

Retail Promotional Pricing: When Is a Sale Really a Sale? (A)

Addresses the controversy that surrounds highly promotional retail pricing referred to as "high-low pricing" by the trade. High-low pricing involves setting prices at an initially high level for a brief period of time, then discounting off the so-called "regular" or... View Details

Keywords: Courts and Trials; Price; Ethics; Consumer Behavior; Product Marketing; Retail Industry; Colorado

Educators

March 2011
Background Note

Customer Loyalty Schemes in the Retail Sector

By: Jose B. Alvarez and Aldo Sesia

Customer loyalty schemes (or programs) are explicit efforts by retailers to gain long-term patronage from customers. Loyalty schemes are developed for a variety of reasons: to reward loyal customers, to generate more robust information about customer behavior, to... View Details

Keywords: Customer Relationship Management; Consumer Behavior; Business Strategy; Retail Industry; United Kingdom; United States

Educators

Web

Program Requirements - Doctoral

Processing (MIT 6.864) Bayesian Modeling Inference (MIT 6.435) Inference Causal Parameters (MIT 14.388) Quantitative Research Design Courses Advanced Quantitative Research Methodology (Gov 2001) Program Evaluation: Estimating Program Effectiveness with Empirical... View Details

Web

Placement - Doctoral

Nam Marketing, 2024 Placement: Ohio State University, Max M. Fisher College of Business, Department of Marketing and Logistics Dissertation: Communicating with consumers: How firms’ responses to societal change influence consumer View Details

Anita Elberse

Anita Elberse is the Lincoln Filene Professor of Business Administration at Harvard Business School.

Professor Elberse develops and teaches an MBA course covering the "Businesses of Entertainment, Media, and Sports," which ranks among the most sought-after... View Details

Keywords: consumer products; consumer products; consumer products; consumer products; consumer products; consumer products; consumer products; consumer products; consumer products; consumer products; consumer products; consumer products; consumer products; consumer products; consumer products; consumer products; consumer products; consumer products

Michael I. Norton

Michael I. Norton is the Harold M. Brierley Professor of Business Administration at the Harvard Business School. He holds a B.A. in Psychology and English from Williams College and a Ph.D. in Psychology from Princeton University. Prior to joining HBS, Professor... View Details

Keywords: consumer products; consumer products; consumer products; consumer products; consumer products

30 Nov 2009
Research & Ideas

Tracks of My Tears: Reconstructing Digital Music

At the dawn of the digital music era, record labels went along with a pricing scheme devised by Apple that they are still paying for today. The idea to "unbundle" albums into separate tracks sold for 99 cents each suddenly allowed View Details

Keywords: by Sean Silverthorne; Music

October 2023
Case

CornerUp: Digitizing the Corner Store

By: Álvaro Rodríguez Arregui, Stacy Straaberg and Diego Zainos De La Sota Riva

In July 2023, Jason Diaz, co-founder and CEO of CornerUp, assessed the progress of his business-to-business e-procurement software application (app) startup, founded in January 2022. CornerUp began as a fast-moving consumer packaged goods (FMCG) distributor in New York... View Details

Keywords: Business Growth and Maturation; Business Startups; Small Business; Transition; Decisions; Social Entrepreneurship; Geographic Location; Disruptive Innovation; Market Participation; Digital Platforms; Trust; Business Strategy; Expansion; Information Infrastructure; Internet and the Web; Technology Adoption; Value Creation; Technology Industry; United States

Educators

July 2023
Article

Before or After? The Effects of Payment Decision Timing in Pay-What-You-Want Contexts

By: Raghabendra P. KC, Vincent Mak and Elie Ofek

We study how payment decision timing—before versus after product delivery—influences consumer payment under pay-what-you-want pricing. We focus on situations where there is minimal change in consumer uncertainty regarding the product before versus after receiving it.... View Details

Keywords: Price; Behavior; Valuation; Philanthropy and Charitable Giving

12 Oct 2021
Research & Ideas

What Actually Draws Sports Fans to Games? It's Not Star Athletes.

Ferguson and Lakhani decided to test this theory using data from the Australian Football League (AFL), the wildly popular sport also known as “footy.” They detailed their findings in the recent working paper Consuming Contests: Outcome... View Details

Keywords: by Rachel Layne; Sports

March 2023
Teaching Note

Ransomware Attack at Colonial Pipeline Company

By: Suraj Srinivasan and Li-Kuan Ni

Teaching Note for HBS Case No. 123-069. On the morning of May 7, 2021, Colonial Pipeline Company became aware that the company had been the victim of a malicious ransomware attack that had stolen and locked up company data. The extortionists demanded 75 bitcoins (worth... View Details

Article

Anger and Regulation

By: Rafael Di Tella and Juan Dubra

We study a model in which agents experience anger when they see a firm that has displayed insufficient concern for the welfare of its clients (i.e., altruism) making high profits. Regulation can increase welfare, for example, through fines (even with no changes in... View Details

Keywords: Altruism; Populism; Public Relations; Profit; Consumer Behavior; Perception; Governing Rules, Regulations, and Reforms

October, 2023
Article

Cleaning Up the Great Lakes: Housing Market Impacts of Removing Legacy Pollutants

By: Alecia Cassidy, Robyn C. Meeks and Michale R. Moore

The Great Lakes and their tributaries make up the largest freshwater system on the planet, providing drinking water and recreational value to millions of people. Yet manufacturing plants left a legacy of toxic pollutants in the region, tarnishing it as part of the... View Details

Keywords: Valuation Of Environmental Effects; Housing Demand; Water Pollution; Water Quality; Infrastructure; Pollution; Consumer Behavior