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- All HBS Web
(1,715)
- People (1)
- News (247)
- Research (1,273)
- Events (3)
- Multimedia (2)
- Faculty Publications (745)
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- March 2020
- Article
The Role of Numbers in the Customer Journey
By: Shelle Santana, Manoj Thomas and Vicki Morwitz
At each stage in customers’ journeys, they encounter different types of numeric information that they process using different judgment strategies. Relevant numbers might include budgets, price, product attributes, product counts, product ratings, numbers in brand... View Details
Keywords: Numbers; Heuristics; Numerical Cognition; Pricing; Customer Journey; Information; Consumer Behavior
Santana, Shelle, Manoj Thomas, and Vicki Morwitz. "The Role of Numbers in the Customer Journey." Journal of Retailing 96, no. 1 (March 2020): 138–154.
- June 2020
- Case
Jill Draeger
By: Howard H. Stevenson and Michael J. Roberts
The Jill Draeger case is designed as an introduction to a general course on entrepreneurship. It is appropriate for many levels of students. It attempts to portray the archetype of opportunity-focused, resource-constrained behavior that is the hallmark of... View Details
Keywords: Entrepreneurship; Personal Development and Career; Opportunities; Negotiation; Agreements and Arrangements; Risk Management
Stevenson, Howard H., and Michael J. Roberts. "Jill Draeger." Harvard Business School Brief Case 920-578, June 2020.
- Research Summary
Current Research
By: Leslie K. John
Professor John is a behavioral scientist who uses both laboratory and field experiments to investigate questions that are at the intersection of marketing, organizational behavior, and public policy.
Professor John’s work has been published in leading... View Details
- December 2004 (Revised December 2005)
- Case
Nectar: Making Loyalty Pay
By: John A. Deighton
Loyalty Management UK (LMUK) manages British supermarket chain Sainsbury's frequent-shopper card program, called Nectar. LMUK uses Sainsbury's sponsorship as the magnet to attract other retailers into a profitable, multisponsor loyalty network. Examines the economics... View Details
Keywords: Customer Focus and Relationships; Business or Company Management; Supply Chain Management; Marketing Strategy; Networks; Marketing Channels; Advertising Campaigns; Outcome or Result; Growth and Development; Retail Industry; Great Britain
Deighton, John A. "Nectar: Making Loyalty Pay." Harvard Business School Case 505-031, December 2004. (Revised December 2005.) (request a courtesy copy.)
- Research Summary
Moving Beyond Direct-to-Consumer
Changing consumer behaviors have redefined what it means to be direct to consumer ("DTC"). What once began online a decade ago as a distribution and disintermediation strategy has since evolved into a multifaceted approach for the modern-day brand.
The... View Details
- 2007
- Working Paper
Mental Accounting and Small Windfalls: Evidence from an Online Grocer
By: Katherine L. Milkman, John Beshears, Todd Rogers and Max H. Bazerman
We study the effect of small windfalls on consumer spending decisions by examining the purchasing behavior of a sample of online grocery shoppers over the course of a year. We compare the purchases customers make when redeeming a $10-off coupon they received from their... View Details
Keywords: Spending; Consumer Behavior; Mathematical Methods; Food and Beverage Industry; Retail Industry
Milkman, Katherine L., John Beshears, Todd Rogers, and Max H. Bazerman. "Mental Accounting and Small Windfalls: Evidence from an Online Grocer." Harvard Business School Working Paper, No. 08-024, September 2007. (Revised March 2008.)
- May 2020
- Article
Digitizing Disclosure: The Case of Restaurant Hygiene Scores
By: Weijia (Daisy) Dai and Michael Luca
Collaborating with Yelp and the city of San Francisco, we revisit a canonical example of quality disclosure by evaluating and helping to redesign the posting of restaurant hygiene scores on Yelp.com. We implement a two-stage intervention that separately identifies... View Details
Keywords: Corporate Disclosure; Consumer Behavior; Knowledge Dissemination; Food and Beverage Industry
Dai, Weijia (Daisy), and Michael Luca. "Digitizing Disclosure: The Case of Restaurant Hygiene Scores." American Economic Journal: Microeconomics 12, no. 2 (May 2020): 41–59.
- August 2023
- Case
Reimagining Hindustan Unilever (A)
By: Sunil Gupta and Rachna Tahilyani
In the fall of 2019, the CEO and MD of Hindustan Unilever (HUL), India’s largest fast-moving consumer goods (FMCG) firm, is wondering what to do about their experiments to digitize distribution. Despite three years of intense efforts, their apps to empower retailers... View Details
Keywords: Experimentation; Digital Transformation; Digital Strategy; Leading Change; Distribution; Decisions; Organizational Change and Adaptation; Consumer Behavior; E-commerce; Competition; Performance; Business Strategy; Marketing; Transformation; Consumer Products Industry; Asia; India
Gupta, Sunil, and Rachna Tahilyani. "Reimagining Hindustan Unilever (A)." Harvard Business School Case 524-020, August 2023.
- January 2002 (Revised September 2022)
- Case
Aqualisa Quartz: Simply a Better Shower
By: Youngme E. Moon and Kerry Herman
Harry Rawlinson is managing director of Aqualisa, a major U.K. manufacturer of showers. He has just launched the most significant shower innovation in recent history: the Quartz shower. The shower provides significant improvements in terms of quality, cost, and ease of... View Details
Keywords: Problems and Challenges; Product Launch; Consumer Behavior; Product Positioning; Technological Innovation; Decision Choices and Conditions; Sales; Strategy; Consumer Products Industry; Consumer Products Industry; United Kingdom
Moon, Youngme E., and Kerry Herman. "Aqualisa Quartz: Simply a Better Shower." Harvard Business School Case 502-030, January 2002. (Revised September 2022.)
- July 20, 2016
- Article
To Increase Sales, Get Customers to Commit a Little at a Time
By: Frank V. Cespedes and David Hoffeld
This article discusses what behavioral research does and does not tell us about factors that aid the "closing" of a sales call. View Details
Cespedes, Frank V., and David Hoffeld. "To Increase Sales, Get Customers to Commit a Little at a Time." Harvard Business Review (website) (July 20, 2016).
- Article
The Social Utility of Feature Creep
By: Debora V. Thompson and Michael I. Norton
Previous research shows that consumers frequently choose products with too many features that they later find difficult to use. Our research shows that this seemingly suboptimal behavior may in fact confer benefits when factoring in the social context of consumption.... View Details
Keywords: Impression Management; Social Influence; Conspicuous Consumption; Signaling; Product Features; Consumer Behavior; Information Technology; Experience and Expertise; Status and Position
Thompson, Debora V., and Michael I. Norton. "The Social Utility of Feature Creep." Journal of Marketing Research (JMR) 48, no. 3 (June 2011): 555–565.
- 2018
- Working Paper
Shipping Fees and Product Assortment in Online Retail
By: Chaoqun Chen and Donald Ngwe
Shipping fees are an important aspect of online retail for both consumers and sellers. A common fee structure is contingent free shipping, in which consumers are granted free shipping for basket sizes above a minimum value and are charged a flat fee for orders below... View Details
Keywords: Shpping Fee; E-commerce; Multi-category Demand; Search Costs; Shipping Membership; Spending; Consumer Behavior; Retail Industry
Chen, Chaoqun, and Donald Ngwe. "Shipping Fees and Product Assortment in Online Retail." Harvard Business School Working Paper, No. 19-034, September 2018.
- 2022
- Working Paper
Many Markets Make Good Neighbors: Multimarket Contact and Deposit Banking
By: John William Hatfield and Jonathan Wallen
We investigate the relationship between the interest rates offered to consumers in a deposit banking market and the contact that banks in that market have with each other in other markets.
We show, in a simple theoretical model, that such overlapping relationships... View Details
Keywords: Antitrust; Deposit Banking; Market Power; Multimarket Contact; Banks and Banking; Markets; Competition
Hatfield, John William, and Jonathan Wallen. "Many Markets Make Good Neighbors: Multimarket Contact and Deposit Banking." Working Paper, January 2022.
- September 2014
- Article
Structural Models of Complementary Choices
By: Steven T. Berry, Ahmed Khwaja, Vineet Kumar, Andres Musalem, Kenneth C. Wilbur, Greg Allenby, Bharat Anand, Pradeep K. Chintagunta, W. Michael Hanemann, Przemyslaw Jeziorski and Angelo Mele
Complementary choices are important and pervasive yet occasionally elusive. Single consumers make complementary choices in purchase decisions (e.g., chips and salsa), product inter-operabilities (smartphones and networks), and dynamic decisions (current exercise and... View Details
Berry, Steven T., Ahmed Khwaja, Vineet Kumar, Andres Musalem, Kenneth C. Wilbur, Greg Allenby, Bharat Anand, Pradeep K. Chintagunta, W. Michael Hanemann, Przemyslaw Jeziorski, and Angelo Mele. "Structural Models of Complementary Choices." Marketing Letters 25, no. 3 (September 2014): 245–256.
- February 2021 (Revised May 2021)
- Case
SafeGraph: Selling Data as a Service
By: Ramana Nanda, Abhishek Nagaraj and Allison Ciechanover
Set in January 2021, the CEO of SafeGraph, a four-year-old startup that sold Data as a Service, looked to the future. His aim was to become the most trusted source for data about a physical place. The company provided points of interest (POI) and foot traffic data on... View Details
Keywords: Data As A Service; Monetization; Pricing; Business Startups; Analytics and Data Science; Consumer Behavior; Analysis; Business Model; Health Pandemics; Information Industry; United States
Nanda, Ramana, Abhishek Nagaraj, and Allison Ciechanover. "SafeGraph: Selling Data as a Service." Harvard Business School Case 821-082, February 2021. (Revised May 2021.)
- March 2015
- Case
Unilever: Combatting Global Food Waste
By: David F. Drake, Janice H. Hammond and Matthew G. Preble
The global consumer goods company Unilever was on pace to hit a number of aggressive targets by 2020 as part of the Unilever Sustainable Living Project, including a goal to halve the waste associated with the disposal of its products. Unilever's chief supply chain... View Details
Keywords: Food Waste; Sustainable Business And Innovation; Sustainable Supply Chains; Sustainable Operations; Organization Alignment; Environmental Sustainability; Operations; Supply Chain Management; Growth and Development Strategy; Food; Agribusiness; Strategy; Organizational Change and Adaptation; Beauty and Cosmetics Industry; Consumer Products Industry; Food and Beverage Industry; Forest Products Industry; Manufacturing Industry; Retail Industry; North and Central America; Europe; Asia; Africa; Latin America; India
Drake, David F., Janice H. Hammond, and Matthew G. Preble. "Unilever: Combatting Global Food Waste." Harvard Business School Case 615-040, March 2015.
- July 2021
- Article
Consumers—Especially Women—Avoid Buying from Firms with Higher Gender Pay Gaps
By: Tobias Schlager, Bhavya Mohan, Katherine DeCelles and Michael I. Norton
We document a unique driver of consumer behavior: the public disclosure of a firm’s gender pay gap. Four experiments provide causal evidence that when firms are revealed to have gender pay gaps, consumers are less willing to pay for their goods, a reaction driven by... View Details
Keywords: Pay Gap; Perceived Wage Fairness; Purchase Intention; Gender; Wages; Fairness; Perception; Consumer Behavior
Schlager, Tobias, Bhavya Mohan, Katherine DeCelles, and Michael I. Norton. "Consumers—Especially Women—Avoid Buying from Firms with Higher Gender Pay Gaps." Special Issue on Consumer Psychology for the Greater Good. Journal of Consumer Psychology 31, no. 3 (July 2021): 518–531.
- winter 2009
- Journal Article
Interactivity's Unanticipated Consequences for Markets and Marketing
By: John A. Deighton and Leora Kornfeld
The digital interactive transformation in marketing is not unfolding, as some thought it would, on the model of direct marketing. That model anticipated that marketing, empowered by digital media using rich profiling data, would intrude ever more deeply and more... View Details
Keywords: Communication Intention and Meaning; Interactive Communication; Marketing Communications; Consumer Behavior; Social and Collaborative Networks; Online Technology
Deighton, John A., and Leora Kornfeld. "Interactivity's Unanticipated Consequences for Markets and Marketing." Journal of Interactive Marketing 23, no. 1 (winter 2009): 2–12. (First Runner-up and Winner of an Honorable Mention for the Best Paper published in the Journal of Interactive Marketing in 2009.)
- 15 May 2013
- Research & Ideas
From McRibs to Maseratis: The Power of Scarcity Marketing
Editor's note: Think money can't buy happiness? Behavioral economists Elizabeth Dunn and Michael Norton beg to differ. It actually can, they say—but only if we spend it the right way. In their book released this week, Happy Money: The... View Details
Keywords: Re: Michael I. Norton
- 11 Aug 2010
- Working Paper Summaries