Publications

06 Jun 2017
First Look

First Look at New Research and Ideas: June 6, 2017

expert-produced knowledge, we compare bias in these two models in the context of contested knowledge, which involves subjective, unverifiable, or controversial information. Using data from Encyclopædia Britannica, authored by experts, and... View Details

Keywords: Sean Silverthorne

March–April 2023
Article

Market Segmentation Trees

By: Ali Aouad, Adam Elmachtoub, Kris J. Ferreira and Ryan McNellis

Problem definition: We seek to provide an interpretable framework for segmenting users in a population for personalized decision making. Methodology/results: We propose a general methodology, market segmentation trees (MSTs), for learning market... View Details

Keywords: Decision Trees; Computational Advertising; Market Segmentation; Analytics and Data Science; E-commerce; Consumer Behavior; Marketplace Matching; Marketing Channels; Digital Marketing

02 Jul 2019
Blog Post

Summer Listening - HBS Podcasts to Take to the Beach

to making better predictions. As a component of a vast array of activities, enhanced prediction will have ripple effects throughout the economy. What new functions and business models will it create? What difficult questions will it force... View Details

Research Summary

Monica Higgins' research, teaching, and course development activities all focus on the study of careers. Her work speaks to a particular subfield within the careers academic audience-one that adopts a 'relational' approach to career theory. A relational model is... View Details

November 2023
Article

Coalition Cascades: The Politics of Tipping Points in Clean Energy Transitions

By: Jonas Meckling and Nicholas Goedeking

Policy change often involves multiple policy subsystems, as in the case of clean energy transitions. We argue that trans- subsystem policy feedback is a central dynamic in policy change across subsystems. Policy in one subsystem creates ... View Details

Keywords: Policy; Transition; Energy Sources; System

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Research Summary

Consumer Habituation

This paper examines how consumers willingness to pay for goods is determined by past patterns of consumption. The central result is a theorem of interior maximum, which states that willingness to pay for a good is maximized at a moderate level of habitual... View Details

Rosabeth M. Kanter

Rosabeth Moss Kanter holds the Ernest L. Arbuckle Professorship at Harvard Business School, specializing in strategy, innovation, and leadership for change. Her strategic and practical insights guide leaders worldwide through teaching, writing, and direct... View Details

Keywords: accounting industry; advertising; airline; apparel; arts; automobiles; banking; beauty products; beverage; biotechnology; broadcasting; chemical; clothing; communications; computer; consulting; consumer products; e-commerce industry; education industry; electrical equipment; electronics; entertainment; fashion; fast food; federal government; financial services; food; food processing; grocery; health care; high technology; hotels ＆ motels; industrial goods; information; information technology industry; insurance industry; internet; legal services; management consulting; manufacturing; medical supplies; nonprofit industry; oil ＆ gas; petroleum; pharmaceuticals; professional services; publishing industry; real estate; recreation; restaurant; retail financial services; retailing; semiconductor; soft drink; software; sports; state government; telecommunications; textiles; tourism; toy; transportation; travel; utilities; wine

TeachingInterests

Field Course: Social Innovation Lab

This course provides students an opportunity to address a social enterprise topic with the discipline of business tools and techniques. Students will work in teams, choosing among three types of projects: a) developing a business plan for your own social enterprise;... View Details

25 Jul 2019
Blog Post

Advancing a More Sustainable World with an MBA/MPA-ID

was my work with a power plant, the UN Framework Convention for Climate Change, or local county governments, financial returns often superseded the "green value" of projects. I quickly learned that beyond health or environmental... View Details

March 2009
Case

Incept LLC and Confluent Surgical (A)

By: Bhaskar Chakravorti, Toby E. Stuart and James Weber

A venture capitalist must decide whether to invest in a medical technology company that licenses intellectual property from a privately held IP holding company based on a platform technology. Entrepreneurs Amar Sawhney and Fred Khosravi founded Incept LLC to... View Details

Keywords: Business Model; Entrepreneurship; Intellectual Property; Rights; Agreements and Arrangements; Partners and Partnerships; Trust; Medical Devices and Supplies Industry

Educators

2023
Working Paper

Channeled Attention and Stable Errors

By: Tristan Gagnon-Bartsch, Matthew Rabin and Joshua Schwartzstein

We develop a framework for assessing when somebody will eventually notice that she has a misspecified model of the world, premised on the idea that she neglects information that she deems—through the lens of her misconceptions—to be irrelevant. In doing so, we... View Details

Keywords: Attentional Stability; Cognition and Thinking; Attitudes; Information; Theory

Article

Unregulated Emotional Risks of AI Wellness Apps

By: Julian De Freitas and Glenn Cohen

We propose that AI-driven wellness apps powered by large language models can foster extreme emotional attachments and dependencies akin to human relationships—posing risks like ambiguous loss and dysfunctional dependence—that challenge current regulatory frameworks and... View Details

Keywords: AI and Machine Learning; Well-being; Emotions; Governing Rules, Regulations, and Reforms

Web

Publications - Faculty & Research

Marketers who... View Details Keywords: AI and Machine Learning ; Brands and Branding ; Product Marketing ; Consumer Behavior ; Attitudes Citation Register to Read Related De Freitas, Julian. "Don’t Let an... View Details

23 Aug 2013
Working Paper Summaries

Waves in Ship Prices and Investment

Keywords: by Robin Greenwood & Samuel Hanson

Graphic Packaging: Project Cowboy

In July 2019, Graphic Packaging CEO Michael Doss was proposing a $600 million investment in a new machine to produce coated recycled board (CRB), a type of paper packaging used for consumer products (cups, cereal boxes, beverage boxes, etc.) that utilized recycled... View Details

February 2024 (Revised January 2025)
Case

AGENTS.inc: Pathways to Growth at an AI Startup

By: Frank Nagle, Manuel Hoffmann, Karoline Ströhlein and Susan Pinckney

The case describes the history of AGENTS.inc. Despite being a small startup, with only four employees, that had never had a funding round, the company boasted an impressive client portfolio including multiple Fortune 500 companies. While AGENTS.inc had been an early... View Details

Educators

July 2010 (Revised December 2011)
Background Note

Marketing Analysis Toolkit: Pricing and Profitability Analysis

By: Thomas J. Steenburgh and Jill Avery

Pricing is one of the most difficult decisions marketers make and the one with the most direct and immediate impact on the firm's financial position. This toolkit will introduce the fundamental terminology and calculations associated with pricing and profitability... View Details

Keywords: Forecasting and Prediction; Price; Profit; Management Analysis, Tools, and Techniques; Marketing Strategy; Demand and Consumers; Measurement and Metrics; Strategic Planning; Mathematical Methods; Retail Industry

Educators

1975
Working Paper

Information, Efficiency and Equilibrium

By: Jerry R. Green

When economic agents receive information over time concerning future events it is likely that prices for commodities whose value is influenced by these events will fluctuate in response to changes in the state of knowledge. If such events occur periodically,... View Details

Keywords: Economics; Supply and Industry; Price

July 2010
Supplement

Marketing Analysis Toolkit: Pricing and Profitability Analysis (CW)

By: Thomas J. Steenburgh and Jill Avery

Pricing is one of the most difficult decisions marketers make and the one with the most direct and immediate impact on the firm's financial position. This toolkit will introduce the fundamental terminology and calculations associated with pricing and profitability... View Details

Keywords: Management Analysis, Tools, and Techniques; Marketing Strategy; Decisions; Strategic Planning; Price; Partners and Partnerships; Cost; Demand and Consumers; Revenue; Profit; Mathematical Methods; Measurement and Metrics