Publications

May–June 2023
Article

Unmasking Behaviors During the Pandemic with Video Analytics

By: Shunyuan Zhang, Kaiquan Xu and Kannan Srinivasan

In 2020, as the novel coronavirus spread globally, face masks were recommended in public settings to protect against and slow down viral transmission. People complied to varying extents, and their reactions may have been driven by a variety of psychological factors.... View Details

Keywords: COVID-19 Pandemic; Social Influence; Social Norms; Health Pandemics; Behavior

June 2020
Background Note

Customer Management Dynamics and Cohort Analysis

By: Elie Ofek, Barak Libai and Eitan Muller

The digital revolution has allowed companies to amass considerable amounts of data on their customers. Using this information to generate actionable insights is fast becoming a critical skill that firms must master if they wish to effectively compete and win in today’s... View Details

Keywords: Cohort Analysis; Customers; Analytics and Data Science; Segmentation; Analysis; Customer Value and Value Chain

Educators

September 2020
Article

Customer Supercharging in Experience-Centric Channels

By: David R. Bell, Santiago Gallino and Antonio Moreno

We conjecture that for online retailers, experience-centric offline store formats do not simply expand market coverage, but rather, serve to significantly amplify future positive customer behaviors, both online and offline. We term this phenomenon “supercharging” and... View Details

Keywords: Retail Operations; Marketing-operations Interface; Omnichannel Retailing; Experience Attributes; Quasi-experimental Methods; Operations; Internet and the Web; Marketing Channels; Consumer Behavior; Retail Industry

Article

Are Self-service Customers Satisfied or Stuck?

By: Ryan W. Buell, Dennis Campbell and Frances X. Frei

This paper investigates the impact of self-service technology (SST) usage on customer satisfaction and retention. Specifically, we disentangle the distinct effects of satisfaction and switching costs as drivers of retention among self-service customers. Our empirical... View Details

Keywords: Service Delivery; Information Technology; Customer Satisfaction; Competition; Cost; Banks and Banking; Behavior; Market Transactions; Management Analysis, Tools, and Techniques

16 Feb 2010
Research & Ideas

The Outside-In Approach to Customer Service

their culture so that some of these ideas begin to permeate and shape the behaviors and actions of their employees. Level 4: At level 4, firms become agnostic about whether they produce all the inputs they provide to their View Details

Keywords: by Sarah Jane Gilbert; Consumer Products

27 Jul 2011
Research & Ideas

Customer Loyalty Programs That Work

encourage the continued patronage of customers. They allow retailers to gather data on customer behavior in order to decipher trends, appropriately reward loyalty, and influence shopping behavior. Loyalty... View Details

Keywords: by Maggie Starvish; Retail

Web

Behavioral Finance & Financial Stability

Financial Sector More Info The Impact of Pensions and Insurance on Global Yield Curves By: Robin Greenwood & Annette Vissing-Jorgensen JUN 2018 In this NBER working paper, researchers from the Behavioral Finance and Financial Stability... View Details

21 Apr 2008
Research & Ideas

The New Math of Customer Relationships

customers. Has this concept taken hold in practice? A: When we observed a number of organizations leading to the original articulation of the service profit chain, we found a common behavior among the most successful ones. In various... View Details

Keywords: by Sean Silverthorne

May 1994
Background Note

Segmenting Customers in Mature Industrial Markets: An Application

By: V. Kasturi Rangan

In mature industrial markets, segmenting customers by size, industry, or product benefits alone rarely is sufficient. Customer behavior regarding trade-offs between price and service also becomes an important criterion. This note offers a framework to enable such... View Details

Keywords: Segmentation; Framework; Consumer Behavior; Marketing Strategy; Industrial Products Industry

Educators

18 Nov 2009
HBS Case

Customer Feedback Not on elBulli’s Menu

customers like his product? HBS assistant professor Michael Norton's interest in what motivates seemingly irrational consumer behavior has found a perfect subject in Adrià. To eat at elBulli, View Details

Keywords: by Julia Hanna; Food & Beverage

Forthcoming
Article

Dynamic Competition for Customer Memberships

By: Cristian Chica, Julian Jimenez-Cardenas and Jorge Tamayo

A competitive two-period membership (subscription) market is analyzed. Two symmetric firms charge a “membership” fee that allows consumers to buy products or services at a given unit price for both periods. Firms can choose between long- or short-term memberships. When... View Details

Keywords: Competitive Price Discrimination; Membership; Dynamic Competition; Competition; Price; Consumer Behavior; Business Model

Awards

INFORMS Behavioral Operations Management Section Best Working Paper Award

Winner of the 2019 Best Working Paper Award from the Behavioral Operations Management Section of the Institute for Operations Research and the Management Sciences (INFORMS) for “Mitigating the Negative Effects of Customer Anxiety through Access to Human Contact” with... View Details

June 2016
Teaching Note

Relating to Peapod

By: Jill Avery and Susan Fournier

This case concerns the topics of relationship marketing, customer acquisition and retention, brand loyalty, service failure and recovery, new product introduction, and the use of consumer ethnography to study consumer behavior. Specifically, the case explores the... View Details

Keywords: Brand Management; Customer Relationship Management; CRM; Customer Behavior; Consumer Behavior; Retailing; Marketing; Marketing Strategy; Brands and Branding; Marketing Channels; E-commerce; Retail Industry; United States

13 Feb 2013
Research & Ideas

5 Weight Loss Tips From Behavioral Economists

week in advance of delivery. Looking to determine how personal decisions made for tomorrow differ from decisions made for several days from now, researchers from Harvard Business School and the Analyst Institute evaluated a year's worth of View Details

Keywords: by Carmen Nobel

Web

Organizational Behavior - Faculty & Research

Organizational Behavior Overview Faculty Curriculum Seminars & Conferences Awards & Honors Doctoral Students 2016 Distinguished Scholar Award Organization Development & Change Division, Academy of Management By: Michael Tushman More... View Details

August 2018 (Revised September 2018)
Case

Predicting Purchasing Behavior at PriceMart (A)

By: Srikant M. Datar and Caitlin N. Bowler

This case follows VP of Marketing, Jill Wehunt, and analyst Mark Morse as they tackle a predictive analytics project to increase sales in the Mom & Baby unit of a nationally recognized retailer, PriceMart. Wehunt observed that in the midst of the chaos that surrounded... View Details

Keywords: Data Science; Analytics and Data Science; Analysis; Consumer Behavior; Forecasting and Prediction

Educators

2024
Working Paper

The Operational Impact of Customer Location in On-Demand Services

By: Natalie Epstein, Santiago Gallino and Antonio Moreno

The rapid growth of on-demand delivery services, particularly in the food and grocery sectors, has driven the expansion of hyperlocal fulfillment centers (FCs). This paper uses data from an on-demand grocery delivery platform in Latin America to assess how customer... View Details

Keywords: Consumer Behavior; Logistics; Geographic Location; Service Delivery; Quality; Retail Industry; Latin America

SSRN

05 Aug 2010
What Do You Think?

What Is Customer Opinion Good For?

or less important (because) customers had no sense when it came to entertaining tradeoffs (between features and cost)." Phil Clark commented that, regardless of method or purpose, "It is important to know your View Details

Keywords: by Jim Heskett; Technology

December 2008
Article

Behavioral Frontiers in Choice Modeling

We review the discussion at a workshop whose goal was to achieve a better integration among behavioral, economic, and statistical approaches to choice modeling. The workshop explored how current approaches to the specification, estimation, and application of choice... View Details

Keywords: Mathematical Methods; Integration; Goals and Objectives; Decision Choices and Conditions; Problems and Challenges; Business Processes; Customers; Behavior; Economics