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  • All HBS Web  (2,100)
    • People  (3)
    • News  (356)
    • Research  (1,312)
    • Events  (13)
    • Multimedia  (4)
  • Faculty Publications  (465)
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  • August 2019
  • Article

When and How to Diversify—A Multicategory Utility Model for Personalized Content Recommendation

By: Yicheng Song, Nachiketa Sahoo and Elie Ofek
Sometimes we desire change, a break from the same or an opportunity to fulfill different aspects of our needs. Noting that consumers seek variety, several approaches have been developed to diversify items recommended by personalized recommender systems. However,... View Details
Keywords: Recommender Systems; Personalization; Recommendation Diversity; Variety Seeking; Collaborative Filtering; Consumer Utility Models; Digital Media; Clickstream Analysis; Learning-to-rank; Consumer Behavior; Media; Customization and Personalization; Strategy; Mathematical Methods
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Song, Yicheng, Nachiketa Sahoo, and Elie Ofek. "When and How to Diversify—A Multicategory Utility Model for Personalized Content Recommendation." Management Science 65, no. 8 (August 2019): 3737–3757.
  • Research Summary

Overview

Hisano’s research addresses the social and cultural implications of technological development and economic changes mainly in the twentieth-century United States. By analyzing the regulation, manipulation, and presentation of food color, her current book project links... View Details
Keywords: Business History; Consumer Behavior; Agribusiness; Food And Environment; Business Strategy; Commercialization; Business And Government; Advertising; Goods and Commodities; Food; History; Government and Politics; Marketing; Business and Government Relations; Advertising Industry; Food and Beverage Industry; Chemical Industry; United States
  • Research Summary

Overview

By: John Beshears
In his research, Professor Beshears shows how managers can influence the behavior of customers and employees by changing the decision-making environment to call attention to a decision, to use psychological framing to shape assessments of options, or to help... View Details
Keywords: Behavioral Economics; Consumer Finance; Household Finance; Health Care; Organizational Economics; Decision Making; Economics; Negotiation; Behavioral Finance
  • 05 May 2022
  • Research & Ideas

Why Companies Raise Their Prices: Because They Can

Döpper and Joel Stiebale in Rising Markups and the Role of Consumer Preferences. The research sheds light on how markups on key household items had already taken off in the years leading up to the COVID-19... View Details
Keywords: by Rachel Layne
  • March 2019
  • Case

DayTwo: Going to Market with Gut Microbiome

By: Ayelet Israeli and David Lane
DayTwo is a young Israeli startup that applies research on the gut microbiome and machine learning algorithms to deliver personalized nutritional recommendations to its users in order to minimize blood sugar spikes after meals. After a first year of trial rollout in... View Details
Keywords: Start-up Growth; Startup; Positioning; Targeting; Go To Market Strategy; B2B2C; B2B Vs. B2C; Health & Wellness; AI; Machine Learning; Female Ceo; Female Protagonist; Science-based; Science And Technology Studies; Ecommerce; Applications; DTC; Direct To Consumer Marketing; US Health Care; "USA,"; Innovation; Pricing; Business Growth; Segmentation; Distribution Channels; Growth and Development Strategy; Business Startups; Science-Based Business; Health; Innovation and Invention; Marketing; Information Technology; Business Growth and Maturation; E-commerce; Applications and Software; Health Industry; Technology Industry; Insurance Industry; Information Technology Industry; Food and Beverage Industry; Israel; United States
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Israeli, Ayelet, and David Lane. "DayTwo: Going to Market with Gut Microbiome." Harvard Business School Case 519-010, March 2019.
  • 21 Apr 2023
  • Research & Ideas

The $15 Billion Question: Have Loot Boxes Turned Video Gaming into Gambling?

in-game-spending-obsessed customers, known in industry parlance as “whales,” who make up just a small percentage of players. Regulators’ and consumer protection groups’ concerns are justified for whales, for whom opening loot boxes is an... View Details
Keywords: by Scott Van Voorhis; Video Game; Media & Broadcasting
  • May 2009 (Revised December 2009)
  • Teaching Note

Reliance Baking Soda: Optimizing Promotional Spending (Brief Case)

By: John A. Quelch and Heather Beckham
Teaching Note to Briefcase 4128 View Details
Keywords: Quantitative Analysis; Consumer Marketing; Marketing Planning; Product Management; Sales Promotions; Program Budgeting; Marketing Strategy; Marketing Channels; Mathematical Methods; Advertising; Budgets and Budgeting; Product Marketing; Communication Strategy
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Quelch, John A., and Heather Beckham. "Reliance Baking Soda: Optimizing Promotional Spending (Brief Case)." Harvard Business School Teaching Note 094-128, May 2009. (Revised December 2009.)
  • 17 Jan 2024
  • HBS Case

Psychological Pricing Tactics to Fight the Inflation Blues

Many consumers recovering from the worst inflation in 40 years continue to closely watch their spending—they want to know that every expense is worth it. Now companies must confront a major challenge: gauging how much, if any, of their... View Details
Keywords: by Jay Fitzgerald; Consumer Products; Consumer Products
  • 27 Feb 2024
  • Research & Ideas

Why Companies Should Share Their DEI Data (Even When It’s Unflattering)

government requirements. What happens when your competitor discloses—and you don’t? The researchers found that if the competition discloses its diversity data and you don’t, consumers have lower purchasing... View Details
Keywords: by Shalene Gupta
  • 13 May 2024
  • Research & Ideas

Picture This: Why Online Image Searches Drive Purchases

In a visual world, most online retailers still rely on consumers to define and enter their own search keywords. But using images to help shoppers sharpen their queries could push them to buy more, spend more, and feel happier about their... View Details
Keywords: by Rachel Layne; Consumer Products; Consumer Products; Consumer Products; Consumer Products
  • April 2021
  • Article

A Model of Multi-Pass Search: Price Search Across Stores and Time

By: Navid Mojir and K. Sudhir
In retail settings with price promotions, consumers often search across stores and time. However, the search literature typically only models one pass search across stores, ignoring revisits to stores; the choice literature using scanner data has modeled search across... View Details
Keywords: Consumer Search; Multi-pass Search; Price Search; Store Search; Spatial Search; Temporal Search; Spatiotemporal Search; Dynamic Structural Models; MPEC; Price Promotions; Store Loyalty; Consumer Behavior; Price; Spending; Marketing; Mathematical Methods
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Mojir, Navid, and K. Sudhir. "A Model of Multi-Pass Search: Price Search Across Stores and Time." Management Science 67, no. 4 (April 2021): 2126–2150.
  • 29 Nov 2022
  • Research & Ideas

How Much More Would Holiday Shoppers Pay to Wear Something Rare?

Do you have that one friend who seems to snag the coolest, most fashionable shoes, jewelry, or clothes? Now new research shows that when luxury goods companies cater to these trendy consumers by controlling... View Details
Keywords: by Michael Blanding; Retail
  • 21 Nov 2022
  • Research & Ideas

Buy Now, Pay Later: How Retail's Hot Feature Hurts Low-Income Shoppers

Online shopping features that let consumers pay for goods in interest-free installments exploded during the pandemic, but new research questions the riskiness of such services: Are people getting in over... View Details
Keywords: by Rachel Layne; Retail; Financial Services; Technology
  • 03 Jun 2013
  • Research & Ideas

The Power of Rituals in Life, Death, and Business

than a chocolate bar, the researchers repeated the experiment with the least thrilling food they could imagine: carrots. Sure enough, participants who performed a series of gestures before consuming the... View Details
Keywords: by Carmen Nobel
  • September 2016 (Revised February 2017)
  • Case

Angie's List: Ratings Pioneer Turns 20

By: Robert J. Dolan and Ayelet Israeli
In 1995, before people “googled” or “yelped,” Angela Hicks (HBS, 2000) was establishing her Angie’s List as a pioneer in the accumulation and dissemination of consumer rating information. Hicks focused on the home repair and maintenance market and, as she put it,... View Details
Keywords: Pricing; Pricing Strategy; Services; Product Line Management; Growth; Conjoint Analysis; Market Research; Freemium; Growth Strategy; Two Sided Markets; Ecommerce; Platform; Platform Business; Platform Businesses; Platform Strategy; Platforms; Platforms And Ecosystems; Business Model; Internet and the Web; Business Growth and Maturation; Growth and Development Strategy; Price; Strategy; Digital Platforms; E-commerce; Service Industry; United States
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Dolan, Robert J., and Ayelet Israeli. "Angie's List: Ratings Pioneer Turns 20." Harvard Business School Case 517-016, September 2016. (Revised February 2017.)
  • 06 Sep 2005
  • Research & Ideas

When Product Variety Backfires

slightly different than the other? It's enough to give a shopper, well, a headache. The belief that variety is good "is not always true," argues Harvard Business School professor John Gourville in "Overchoice and Assortment Type: When and Why Variety... View Details
Keywords: by Poping Lin; Consumer Products
  • April 2020
  • Article

The Impostor Syndrome from Luxury Consumption

By: Dafna Goor, Nailya Ordabayeva, Anat Keinan and Sandrine Crener
The present research proposes that luxury consumption can be a double-edged sword: while luxury consumption yields status benefits, it can also make consumers feel inauthentic, because consumers perceive it as an undue privilege. As a result, paradoxically, luxury... View Details
Keywords: Luxury Consumption; Luxury; Spending; Consumer Behavior; Perception
Citation
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Goor, Dafna, Nailya Ordabayeva, Anat Keinan, and Sandrine Crener. "The Impostor Syndrome from Luxury Consumption." Journal of Consumer Research 46, no. 6 (April 2020): 1031–1051.
  • 1978
  • Article

Perceptions of Unfair Marketing Practices: Consumerism Implications

By: Gerald Zaltman, Rajendra K. Srivastava and Rohit Deshpandé
Previous research in complaint behavior has ignored the perception of unfair marketing practices as an explanatory variable. Perceptions of unfair marketing practices are related to consumer complaint behavior, although differentially related across different ages.... View Details
Keywords: Ethics; Consumer Behavior; Marketing
Citation
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Zaltman, Gerald, Rajendra K. Srivastava, and Rohit Deshpandé. "Perceptions of Unfair Marketing Practices: Consumerism Implications." Advances in Consumer Research 5 (1978): 247–253.
  • November 2020
  • Teaching Note

DayTwo: Going to Market with Gut Microbiome

By: Ayelet Israeli
Teaching Note for HBS Case No. 519-010. DayTwo is a young Israeli startup that applies research on the gut microbiome and machine learning algorithms to deliver personalized nutritional recommendations to its users in order to minimize blood sugar spikes after meals.... View Details
Keywords: Start-up Growth; Startup; Positioning; Targeting; Go To Market Strategy; B2B Vs. B2C; B2B2C; Health & Wellness; AI; Machine Learning; Female Ceo; Female Protagonist; Science-based; Science And Technology Studies; Ecommerce; Applications; DTC; Direct To Consumer Marketing; US Health Care; "USA,"; Innovation; Pricing; Business Growth; Segmentation; Distribution Channels; Growth and Development Strategy; Business Startups; Science-Based Business; Health; Innovation and Invention; Marketing; Information Technology; Business Growth and Maturation; E-commerce; Applications and Software; Health Industry; Technology Industry; Insurance Industry; Information Technology Industry; Food and Beverage Industry; Israel; United States
Citation
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Israeli, Ayelet. "DayTwo: Going to Market with Gut Microbiome." Harvard Business School Teaching Note 521-052, November 2020.
  • July 2010
  • Case

Metabical: Positioning and Communications Strategy for a New Weight Loss Drug

By: John A. Quelch and Heather Beckham
Cambridge Sciences Pharmaceuticals (CSP) expects final approval for its revolutionary weight loss drug, Metabical. Metabical will be the only weight loss drug with FDA approval that is also clinically proven to be effective for moderately overweight people. Barbara... View Details
Keywords: Product Positioning; Marketing Communications; Product Launch; Consumer Behavior; Pharmaceutical Industry; United States
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Quelch, John A., and Heather Beckham. "Metabical: Positioning and Communications Strategy for a New Weight Loss Drug." Harvard Business School Brief Case 104-240, July 2010.
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