Publications

26 Mar 2012
Research & Ideas

What Neuroscience Tells Us About Consumer Desire

between the goals of academia and the goals of a corporation in utilizing neuroscience. For Karmarkar, her work falls into the category of decision neuroscience, which is the study of what our brains do as we make choices. She harbors no... View Details

Keywords: by Carmen Nobel; Consumer Products

June 2024
Module Note

Value Creation Potential of New Business Models

By: David J. Collis

A business model is composed of three elements. These describe a generic way of creating value and identify the maximum potential value of that model for customers. The elements of a business model are the “job to be done” for the customer, the asset configuration, or... View Details

Keywords: Business Model; Corporate Strategy; Mission and Purpose; Competitive Strategy; Value Creation

Purchase

2022
Article

A Human-Centric Take on Model Monitoring

By: Murtuza Shergadwala, Himabindu Lakkaraju and Krishnaram Kenthapadi

Predictive models are increasingly used to make various consequential decisions in high-stakes domains such as healthcare, finance, and policy. It becomes critical to ensure that these models make accurate predictions, are robust to shifts in the data, do not rely on... View Details

Keywords: AI and Machine Learning; Research and Development; Demand and Consumers

May 2017
Article

When Discounts Raise Costs: The Effect of Copay Coupons on Generic Utilization

By: Leemore S. Dafny, Christopher Ody and Matt Schmitt

Branded pharmaceutical manufacturers frequently offer “copay coupons” that insulate consumers from cost sharing, thereby undermining insurers’ ability to influence drug utilization. We study the impact of copay coupons on branded drugs first facing generic entry... View Details

Keywords: Brands and Branding; Insurance Industry; Pharmaceutical Industry

Teaching Interest

MBA Elective Curriculum-- Competing Through Business Models

By: Ramon Casadesus-Masanell

The words “business model” are inescapable in our daily fare of business news. These two ubiquitous words seemed to effortlessly rise up to prominence during the dot-com boom of the late 1990s. When businesspeople, journalists, academics, and other... View Details

Keywords: Business Model; Strategy; Competitive Strategy

2022
Working Paper

Machine Learning Models for Prediction of Scope 3 Carbon Emissions

By: George Serafeim and Gladys Vélez Caicedo

For most organizations, the vast amount of carbon emissions occur in their supply chain and in the post-sale processing, usage, and end of life treatment of a product, collectively labelled scope 3 emissions. In this paper, we train machine learning algorithms on 15... View Details

Keywords: Carbon Emissions; Climate Change; Environment; Carbon Accounting; Machine Learning; Artificial Intelligence; Digital; Data Science; Environmental Sustainability; Environmental Management; Environmental Accounting

SSRN

20 Apr 2017
Cold Call Podcast

Making Health Insurance That Consumers Actually Like

Keywords: Re: Regina E. Herzlinger; Insurance; Health

September 2014
Article

The Interrelationships Between Brand and Channel Choice

By: Scott Neslin, Kenshuk Jerath, Anand Bodapati, Eric T. Bradlow, John A. Deighton, Sonja Gensler, Leonard Lee, Elisa Montaguti, Rahul Telang, Raj Venkatesan, Peter C. Verhoef and Z. John Zhang

We propose a framework for the joint study of the consumer's decision of where to buy and what to buy. The framework is rooted in utility theory where the utility is for a particular channel/brand combination. The framework contains firm actions, the consumer search... View Details

Keywords: Brand Choice; Channel Choice; Utility Theory; Marketing; Decision Choices and Conditions; Consumer Behavior; Learning; Electronics Industry; Auto Industry; Information Technology Industry; Telecommunications Industry; Aerospace Industry

Purchase

Article

La innovación minorista para los consumidores emergentes en América Latina [Retail innovation for emerging consumers in Latin America]

By: Guillermo D'Andrea, Andres Terech and Luciana Silvestri

La innovacion de producto—el tipo de innovacion mas difundida y mas investigada—es dificil de intentar por parte de los minoristas. Estos casi nunca tienen incidencia en las especificaciones, funcionalidades o el diseño de la mayoria de los productos que venden. Por... View Details

Keywords: Retail; Business Model Innovation; Emerging Economies; Business Model; Emerging Markets; Innovation and Invention; Retail Industry

09 Mar 2020
Research & Ideas

Warring Algorithms Could Be Driving Up Consumer Prices

antitrust authorities, who fear they could ultimately harm consumers by raising prices above typical competitive levels. It doesn’t seem too long ago when a price change was a major strategic decision for companies, requiring extensive... View Details

Keywords: by Kristen Senz; Retail

05 Aug 2002
Research & Ideas

Are Consumers the Cure for Broken Health Insurance?

If companies are willing to embrace a new model of health coverage—one that places control over costs and care directly in the hands of employees—the competitive forces that spur productivity and innovation in View Details

Keywords: by Regina E. Herzlinger

Research Summary

Utilizing Display, Feature and Price Promotions: Getting the Biggest Bang for the Buck

Firms are continuously looking for more efficient ways to influence consumers to purchase their brand. Professor Lemon is conducting research to understand what motivates consumers' purchases of products and services. Her research suggests new strategies for category... View Details

Summer 2017
Article

Measuring Consumer Preferences for Video Content Provision via Cord-Cutting Behavior

By: Jeffrey Prince and Shane Greenstein

The television industry is undergoing a generational shift in structure; however, many demand-side determinants are still not well understood. We model how consumers choose video content provision among over-the-air (OTA), paid subscription to cable or satellite, and... View Details

Keywords: Information Technology; Service Delivery; Consumer Behavior; Television Entertainment; Service Industry; Media and Broadcasting Industry

February 2021
Article

Topic Classification of Electric Vehicle Consumer Experiences with Transformer-Based Deep Learning

By: Sooji Ha, Daniel J Marchetto, Sameer Dharur and Omar Isaac Asensio

The transportation sector is a major contributor to greenhouse gas (GHG) emissions and is a driver of adverse health effects globally. Increasingly, government policies have promoted the adoption of electric vehicles (EVs) as a solution to mitigate GHG emissions.... View Details

Keywords: Natural Language Processing; Analytics and Data Science; Environmental Sustainability; Infrastructure; Transportation; Policy

03 Mar 2003
Research & Ideas

The Basics of Consumer Marketing in Asia

Consumer product makers looking to sell in Asia cannot expect the relative homogeneity they find in the U.S. or European countries, according to the panelists at the "Consumer Marketing in Asia" panel at the HBS Asia Business... View Details

Keywords: by Julie Jette

2022
Working Paper

Consumer Demand with Social Influences: Evidence from an E-Commerce Platform

By: El Hadi Caoui, Chiara Farronato, John J. Horton and Robert Schultz

For some kinds of goods, rarity itself is valued. "Fashionable'" goods are demanded in part because they are unique. In this paper, we explore the economics of rare goods using auctions of limited-edition shoes held by an e-commerce platform. We model endogenous entry... View Details

Keywords: Rare Goods; Scarcity; E-commerce; Consumer Behavior; Auctions