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Show Results For
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All HBS Web
(1,923)
- People (1)
- News (192)
- Research (1,645)
- Events (10)
- Multimedia (1)
- Faculty Publications (1,028)
- Web
Program Requirements - Doctoral
Learning (Statistics 195) Probability Theory (Statistics 210) Statistical Inference (Statistics 211) Bayesian Data Analysis (Statistics 220) Incomplete Multivariate Data (Statistics 232) Sequential Decision Making (Statistics 234) Advanced View Details
- October 2021
- Article
Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach
By: Nicolas Padilla and Eva Ascarza
The success of Customer Relationship Management (CRM) programs ultimately depends on the firm's ability to understand consumers' preferences and precisely capture how these preferences may differ across customers. Only by understanding customer heterogeneity, firms can...
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Keywords:
Customer Management;
Targeting;
Deep Exponential Families;
Probabilistic Machine Learning;
Cold Start Problem;
Customer Relationship Management;
Programs;
Consumer Behavior;
Analysis
Padilla, Nicolas, and Eva Ascarza. "Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach." Journal of Marketing Research (JMR) 58, no. 5 (October 2021): 981–1006.
- 02 Oct 2018
- First Look
New Research and Ideas, October 2, 2018
shopping environment. We build a demand model in which consumers choose how to allocate their spending over different product categories to maximize their direct utility under contingent free shipping. We...
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Keywords:
Dina Gerdeman
- June 2020
- Teaching Note
Understanding the Brand Equity of Nestlé Crunch Bar
By: Jill Avery and Gerald Zaltman
Teaching Note for HBS Case Nos. 519-061 and 519-062. In early 2018, Nestlé announced the sale of its U.S. candy-making division and a select collection of twenty of its confectionery brands, including the Nestlé Crunch Bar, to Ferrero SpA for $2.8 billion. Under the...
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- 2013
- Article
Rituals Enhance Consumption
By: J. Vohs, Y. Wang, F. Gino and M. I. Norton
Four experiments tested the novel hypothesis that ritualistic behavior potentiates and enhances the enjoyment of ensuing consumption—an effect found for chocolates, lemonade, and even carrots. Experiment 1 showed that ritual behaviors, compared to a no-ritual...
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Vohs, J., Y. Wang, F. Gino, and M. I. Norton. "Rituals Enhance Consumption." Psychological Science 24, no. 9 (September 2013): 1714–1721.
- February 2001 (Revised October 2002)
- Background Note
Entrepreneurial History: A Conceptual Overview
By: Nancy F. Koehn
Analyzes HBS cases on five entrepreneurs and the companies they built: Josiah Wedgwood, Henry Heinz, Marshall Field, Howard Schultz of Starbucks, and Michael Dell. These five cases and their accompanying teaching notes comprise a course module on entrepreneurial...
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Keywords:
Transition;
Demand and Consumers;
Competition;
Business History;
Entrepreneurship;
Customer Focus and Relationships;
Business Strategy;
Society
Koehn, Nancy F. "Entrepreneurial History: A Conceptual Overview." Harvard Business School Background Note 801-368, February 2001. (Revised October 2002.)
- June 1994 (Revised August 1994)
- Case
Cunard Line Ltd.: Managing Integrated Marketing Communications
Cunard, the world's oldest luxury line company, is confronted with several key issues involving its marketing and marketing communications strategy. One concerns the balance between image/positioning advertising and short-term-oriented promotional...
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Keywords:
Advertising Campaigns;
Marketing Communications;
Marketing Strategy;
Product Positioning;
Consumer Behavior;
Organizational Structure;
Identity;
Balance and Stability;
Shipping Industry
Greyser, Stephen A. "Cunard Line Ltd.: Managing Integrated Marketing Communications." Harvard Business School Case 594-046, June 1994. (Revised August 1994.)
- Spring 2013
- Article
Salience in Quality Disclosure: Evidence from the U.S. News College Rankings
By: Michael Luca and Jonathan Smith
How do rankings affect demand? This paper investigates the impact of college rankings, and the visibility of those rankings, on students' application decisions. Using natural experiments from U.S. News and World Report College Rankings, we present two main...
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Luca, Michael, and Jonathan Smith. "Salience in Quality Disclosure: Evidence from the U.S. News College Rankings." Journal of Economics & Management Strategy 22, no. 1 (Spring 2013): 58–77.
- July 2015
- Article
BYOB: How Bringing Your Own Shopping Bags Leads to Treating Yourself, and the Environment
By: Uma R. Karmarkar and Bryan Bollinger
As concerns about pollution and climate change have become more central in public discourse, shopping with reusable grocery bags has been strongly promoted as environmentally and socially conscious. In parallel, firms have joined policy makers in using a variety of...
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Keywords:
Grocery Shopping;
Reusable Bags;
Licensing;
Priming;
Goals;
Hedonic;
Marketing Strategy;
Consumer Behavior;
Environmental Sustainability;
Retail Industry
Karmarkar, Uma R., and Bryan Bollinger. "BYOB: How Bringing Your Own Shopping Bags Leads to Treating Yourself, and the Environment." Journal of Marketing 79, no. 4 (July 2015): 1–15.
- Web
Technology & Operations Management - Faculty & Research
cons of each pantry model from an operational efficiency perspective, how operational levers can influence consumers’ purchasing decisions, fairness in resource allocation problems, and “push” versus “pull” inventory distribution models. 2024 Working Paper...
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- August 2018
- Article
The Effect of Graphic Warnings on Sugary-Drink Purchasing
By: Grant Donnelly, Laura Y. Zatz, Daniel Svirsky and Leslie John
Governments have proposed text warning labels to decrease consumption of sugary drinks – a contributor to chronic diseases like diabetes. However, they may be less effective than more evocative, graphic warning labels. We field-tested the effectiveness of graphic...
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Keywords:
Policy Making;
Preferences;
Food;
Health;
Policy;
Information;
Labels;
Consumer Behavior;
Decision Making;
Performance Effectiveness
Donnelly, Grant, Laura Y. Zatz, Daniel Svirsky, and Leslie John. "The Effect of Graphic Warnings on Sugary-Drink Purchasing." Psychological Science 29, no. 8 (August 2018): 1321–1333.
- 16 Jun 2020
- Research & Ideas
Your Customers Have Changed. Here's How to Engage Them Again.
further forced changes to customers and hence firm-based behaviors. The outcome of customers’ health and fears has resulted not in a traditional recession but a “deaccession,” where supply and demand exist, but customer-access to products...
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- March 2002 (Revised November 2003)
- Case
Satellite Radio
By: Thomas R. Eisenmann and Alastair Brown
In early 2002, XM and Sirius were fighting for control of the emerging U.S. market for satellite radio. Each company targeted consumers in automobiles, providing 100 channels of CD-quality audio for a monthly subscription fee of $10-$13. Wall Street analysts predicted...
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Keywords:
Growth and Development Strategy;
Price;
Risk and Uncertainty;
Problems and Challenges;
Network Effects;
Partners and Partnerships;
Information Technology;
Business Model;
Investment Return;
Auto Industry;
Media and Broadcasting Industry;
United States
Eisenmann, Thomas R., and Alastair Brown. "Satellite Radio." Harvard Business School Case 802-175, March 2002. (Revised November 2003.)
- 30 May 2018
- Research & Ideas
Should Retailers Match Their Own Prices Online and in Stores?
study is the first to look at whether self-matching pays off as a pricing strategy. “When you talk to millennials in particular, you find out they accept that prices don’t have to be the same across channels” The researchers surveyed nearly 500 View Details
- August 1997
- Case
Orbital Sciences Corporation: ORBCOMM
By: Das Narayandas and John A. Quelch
In late 1993, Orbital Communications Corp. (OCC), a subsidiary of Orbital Sciences Corp., is developing a global two-way wireless data communications system, called "ORBCOMM," based on a 26-satellite constellation in low earth orbit. Service is scheduled to begin in...
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Keywords:
Business Subsidiaries;
Business Model;
Business Startups;
Price;
Global Strategy;
Marketing Strategy;
Demand and Consumers;
Partners and Partnerships;
Salesforce Management;
Telecommunications Industry
Narayandas, Das, and John A. Quelch. "Orbital Sciences Corporation: ORBCOMM." Harvard Business School Case 598-027, August 1997.
- Web
Marketing - Faculty & Research
the time and find comfort. Then, amid growing shortages in commodities, a vaccine arrived, businesses began to re-open, and consumers benefited from federal relief aid. This perfect storm of high demand amid...
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- 2010
- Other Unpublished Work
God, Government and Outsiders: The Influence of Religious Beliefs on Depositor Behavior in an Emerging Market.
By: Ayesha K. Khan and Tarun Khanna
This paper provides evidence that religious beliefs can have a significant impact on individual financial choices. Using proprietary panel data on the distribution of bank deposits across all commercial banks in Pakistan over a 33-month period, I find that Islamic...
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- September 2021 (Revised October 2022)
- Supplement
Hester Pharmaceuticals (B): Securing Supply
By: Dante Roscini and John Masko
Supplements the (A) case. In late 2020, demand for Hester Pharmaceutical’s (Hester’s) breakthrough oncology drug Akrozumab was outstripping the company’s most optimistic projections. In order to increase manufacturing capacity and meet the demand, Hester was...
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Keywords:
COVID-19 Pandemic;
Cost vs Benefits;
Trade;
Supply Chain;
Global Strategy;
Buildings and Facilities;
Operations;
Health Care and Treatment;
Demand and Consumers;
Global Range;
Globalized Markets and Industries;
Pharmaceutical Industry;
Italy;
China;
United States;
Germany
Roscini, Dante, and John Masko. "Hester Pharmaceuticals (B): Securing Supply." Harvard Business School Supplement 722-009, September 2021. (Revised October 2022.)
- August 2014
- Case
Four Products: Predicting Diffusion (2014)
By: John Gourville
An updated "Four Products" case. This 2014 version includes: raw lobster meat, electric-powered Formula One race cars, a 3D printer for cosmetics, and a "smart" tennis racket.
These four products form the basis to assess the drivers of new product adoption. In...
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- April 2008
- Case
Four Products: Predicting Diffusion (2008)
An updated "Four Products" case. This 2008 version includes: sliced peanut butter, foldable bicycle tires, high-end wooden puzzles, and artificial dirt for thoroughbred race tracks. These four products form the basis to assess the drivers of new product adoption. In...
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Keywords:
Forecasting and Prediction;
Innovation and Invention;
Product Marketing;
Demand and Consumers;
Adoption
Gourville, John T. "Four Products: Predicting Diffusion (2008)." Harvard Business School Case 508-103, April 2008.