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  • 03 Mar 2015
  • First Look

First Look: March 3

of innovative consumer products, using personal videos created by product makers, had led to its initial success. In 2014, the company launched The Grommet Wholesale, a similar platform targeting retailers. Was this the best way to View Details
Keywords: Sean Silverthorne
  • Teaching Interest

The Business of Entertainment, Media, and Sports (MBA)

By: Anita Elberse
This second-year MBA course is primarily designed for students pursuing a career in the entertainment, media and sports sectors -- including film, television, music, publishing, video games, the performing arts, sports, fashion, and advertising -- or who plan to work... View Details
  • 2014
  • Working Paper

Waste, Recycling and Entrepreneurship in Central and Northern Europe, 1870–1940

By: Geoffrey Jones and Andrew Spadafora
This working paper examines the role of entrepreneurs in the municipal solid waste industry in industrialized central and northern Europe from the late nineteenth century to the 1940s. It explores the emergence of numerous German, Danish, and other European... View Details
Keywords: Environmental Entrepreneurship; Business History; Entrepreneurship; Health; History; Green Technology Industry; Germany; Denmark; Hungary; United Kingdom
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  • 2010
  • Book

The Big Ditch: How America Took, Built, Ran, and Ultimately Gave Away the Panama Canal

By: Noel Maurer and Carlos Yu
On August 15, 1914, the Panama Canal was officially opened for business, thus changing the face of both world trade and military power and playing a pivotal role in the rise of the United States on the world stage. Today we view the creation of the Panama Canal as a... View Details
Keywords: Political History; For-Profit Firms; Development Economics; Infrastructure; State Ownership; Ship Transportation; Panama; United States
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  • 09 Sep 2011
  • Working Paper Summaries

Quantity vs. Quality: Exclusion by Platforms with Network Effects

Keywords: by Andrei Hagiu; Technology
  • May 2013
  • Article

How to Negotiate with VCs

By: Deepak Malhotra
VC-entrepreneur partnership agreements often contain flaws that become highly damaging as the parties come up against issues of power, trust, and much more. Yet many of the flaws are systematic and predictable—and hence preventable. The author, a longtime consultant to... View Details
Keywords: Venture Capital; Negotiation Tactics; Entrepreneurship
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  • 29 Oct 2014
  • Research & Ideas

Inventing Products is Less Valuable Than Inventing Ideas

Ahuja makes distinctions between two types of value: "primary appropriability," or a company's' ability to exploit the opportunity of an invention by turning it into a product, and "generative appropriability," a firm's ability to View Details
Keywords: by Michael Blanding; Technology
  • 02 Feb 2015
  • Research & Ideas

Disruptors Sell What Customers Want and Let Competitors Sell What They Don’t

commercials, for example, have traditionally gone together—the former creating value for the consumer, the latter capturing it for the company. When TiVo came along, it allowed viewers to record the shows... View Details
Keywords: by Michael Blanding
  • July–August 2013
  • Article

A Joint Model of Usage and Churn in Contractual Settings

By: Eva Ascarza and Bruce G.S. Hardie
As firms become more customer-centric, concepts such as customer equity come to the fore. Any serious attempt to quantify customer equity requires modeling techniques that can provide accurate multiperiod forecasts of customer behavior. Although a number of researchers... View Details
Keywords: Churn; Retention; Contractual Settings; Access Services; Hidden Markov Models; RFM; Latent Variable Models; Customer Value and Value Chain; Consumer Behavior
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  • Research Summary

Overview

By: Ashley V. Whillans
Engaged with field work in East Africa, South Asia, and in several large hybrid organizations in the United States, Professor Whillans places a focus on exploring questions with strong theoretical motivation in the social psychological literature and relevant... View Details
  • 2024
  • Report

The Eco-Digital EraTM: The Dual Transition to a Sustainable and Digital Economy

By: Suraj Srinivasan, Andy Feinstein, Amol Khadikar, Jiani Zhang, Noémie Lauer, Hiral Shah, Sally Epstein, Jerome Buvat and Vaishnavee Ananth
Since the proliferation of smartphones and social media in the late 2000s, digital has captured an increasingly large portion of the economy. In this Capgemini Research Institute report, The Eco-Digital EraTM: The dual transition to a sustainable and... View Details
Keywords: Technology Adoption; Digital Transformation; Environmental Sustainability; Trends
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  • Article

Eliminating Unintended Bias in Personalized Policies Using Bias-Eliminating Adapted Trees (BEAT)

By: Eva Ascarza and Ayelet Israeli

An inherent risk of algorithmic personalization is disproportionate targeting of individuals from certain groups (or demographic characteristics such as gender or race), even when the decision maker does not intend to discriminate based on those “protected”... View Details

Keywords: Algorithm Bias; Personalization; Targeting; Generalized Random Forests (GRF); Discrimination; Customization and Personalization; Decision Making; Fairness; Mathematical Methods
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  • 2010
  • Book

Buy-In: Saving Your Good Idea from Getting Shot Down

By: John P. Kotter and Lorne A. Whitehead
You've got a good idea. You know it could make a crucial difference for you, your organization, your community. You present it to the group but get confounding questions, inane comments, and verbal bullets in return. Before you know what's happened, your idea is dead,... View Details
Keywords: Communication Intention and Meaning; Cost vs Benefits; Problems and Challenges; Interests; Value
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  • 28 Sep 2010
  • First Look

First Look: September 28, 2010

leverages shared user relationships. We build upon the traditional view of bundling for economies of scope and price discrimination and extend this view to include the strategic management of a firm's user network. Envelopers capture... View Details
Keywords: Sean Silverthorne
  • 10 Mar 2009
  • First Look

First Look: March 10, 2009

create value. We extend this theory to address value appropriation. A product or process design that is modular with respect to intellectual property (IP) allows firms to better capture View Details
Keywords: Martha Lagace
  • 2025
  • Working Paper

Dynamic Personalization with Multiple Customer Signals: Multi-Response State Representation in Reinforcement Learning

By: Liangzong Ma, Ta-Wei Huang, Eva Ascarza and Ayelet Israeli
Reinforcement learning (RL) offers potential for optimizing sequences of customer interactions by modeling the relationships between customer states, company actions, and long-term value. However, its practical implementation often faces significant challenges.... View Details
Keywords: Dynamic Policy; Deep Reinforcement Learning; Representation Learning; Dynamic Difficulty Adjustment; Latent Variable Models; Customer Relationship Management; Customer Value and Value Chain; Foreign Direct Investment; Analytics and Data Science
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  • 10 Dec 2013
  • First Look

First Look: December 10

time and markets. Specifically, we build a model in which two firms that differ in their capabilities enter sequentially into two markets with different potentials for profit. The model is solved using game theory under three learning scenarios that View Details
Keywords: Sean Silverthorne
  • 11 Jun 2007
  • Lessons from the Classroom

Teaching the Next Generation of Energy Executives

You may think that being an energy executive—especially a manager in a leading oil company—might be the easiest job around. Just flip the production switch, and watch gas prices head toward $4 a gallon. But students enrolled in Harvard Business School professor Forest... View Details
Keywords: by Julia Hanna; Energy; Utilities
  • 2024
  • Chapter

Regulating Collective Emotions

By: Amit Goldenberg
When we think of emotion and emotion regulation, we typically think of them as processes occurring at the individual level. Even when emotions are experienced by multiple people who interact with each other, analysis is typically centered around individual-level... View Details
Keywords: Groups and Teams; Emotions; Behavior
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  • March 2023
  • Article

Learning to Successfully Hire in Online Labor Markets

By: Marios Kokkodis and Sam Ransbotham
Hiring in online labor markets involves considerable uncertainty: which hiring choices are more likely to yield successful outcomes and how do employers adjust their hiring behaviors to make such choices? We argue that employers will initially explore the value of... View Details
Keywords: Selection and Staffing; Analysis; Decision Choices and Conditions
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