Publications

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Scaling Minority Businesses

By: Archie L. Jones

Scaling Minority Businesses (SMB) is a field course designed to leverage the intellectual power and community of Harvard Business School to address the vital needs of Black-owned enterprises as they face the twin tasks of surviving and growing. The course... View Details

20 Jan 2009
Research & Ideas

Risky Business with Structured Finance

ratings and created a system where investors could outsource their due diligence." Stafford cites the need to focus on measuring and judging the system's aggregate amount of leverage and understanding the exposures that financial... View Details

Keywords: by Julia Hanna; Banking; Financial Services

Paul A. Gompers

Paul Gompers, Professor of Business Administration at the Harvard Business School, specializes in research on financial issues related to start-up, high growth, and newly public companies. Professor Gompers has an appointment in both the View Details

Keywords: electronics; health care; high technology; information technology industry; investment banking industry; pharmaceuticals; semiconductor; venture capital industry

26 Mar 2024
Research & Ideas

How Humans Outshine AI in Adapting to Change

Acknowledge the gap in ability between AI and humans. “Just identifying and acknowledging the gap is the first step in addressing it in whatever way makes sense for the way that you're leveraging automation, such as improving the system... View Details

Keywords: by Rachel Layne; Technology; Information Technology

April 2023
Case

Burning the Sails to Save the Ship: The Pilati Family Dilemma

By: Lauren Cohen, Hao Gao, Jiawei Ye and Grace Headinger

Octavian Graf Pilati, rising generation member of an Austrian princely family, prepared to sell the palace his family had held for over three hundred years. In recent years, the Pilati family lands had been leveraged as loan collateral for an international venture that... View Details

Keywords: Family Office; Family; Plant-Based Agribusiness; Agribusiness; Family Business; Property; Identity; Culture; Ethics; Insolvency and Bankruptcy; Governance; Crisis Management; Family and Family Relationships; Agriculture and Agribusiness Industry; Real Estate Industry; Austria

2020
Working Paper

Is Accounting Useful for Forecasting GDP Growth? A Machine Learning Perspective

By: Srikant Datar, Apurv Jain, Charles C.Y. Wang and Siyu Zhang

We provide a comprehensive examination of whether, to what extent, and which accounting variables are useful for improving the predictive accuracy of GDP growth forecasts. We leverage statistical models that accommodate a broad set of (341) variables—outnumbering the... View Details

Keywords: Big Data; Elastic Net; GDP Growth; Machine Learning; Macro Forecasting; Short Fat Data; Accounting; Economic Growth; Forecasting and Prediction; Analytics and Data Science

SSRN

2014
Working Paper

Principals and Their Car Dealers: What Do Targets Tell About Their Relation?

By: Jan Bouwens, Eddy Cardinaels and Jingwen Zhang

In this study we describe target setting and target achievements for a car dealership. Car dealers are eligible for a discount on the purchase price conditional on their achieving the sales targets set by the franchisor. We show that car dealers (franchisees) who... View Details

Keywords: Goals and Objectives; Motivation and Incentives; Franchise Ownership; Auto Industry; Retail Industry

March 2005 (Revised June 2006)
Case

Sun Microsystems, Inc.: Web Services Strategy

By: Thomas R. Eisenmann and Fernando Suarez

Microsoft and IBM have excluded Sun Microsystems from the board of the Web Services Interoperability Organization (WS-I), an industry consortium that will shape the evolution of Web services standards. Sun managers must decide whether to join WS-I as a contributing... View Details

Keywords: Information Technology; Standards; Corporate Governance; Power and Influence; Web Services Industry; Information Technology Industry

2007
Working Paper

Platform Envelopment

By: Thomas Eisenmann, Geoffrey Parker and Marshall Van Alstyne

Due to network effects and switching costs in platform markets, entrants generally must offer revolutionary functionality. We explore a second entry path that does not rely upon Schumpeterian innovation: platform envelopment. Through envelopment, a provider in one... View Details

Keywords: Digital Platforms; Market Entry and Exit; Network Effects

February 2025
Teaching Note

Influencer-Led Brand Building: Hairitage and the McKnights

By: William R. Kerr and James Palano

Teaching Note for HBS Case No. 825-066. Mindy McKnight started in 2009 as an early influencer on social media whose videos of creative hairstyles for girls launched her family on an entrepreneurship journey. The McKnights transitioned from YouTube ad revenue to brand... View Details

Keywords: Family Business; Social Media; Entrepreneurship; Brands and Branding; Product Launch; Power and Influence; Expansion; Beauty and Cosmetics Industry

March 2020
Case

Sizmek Chapter 11: Surviving Walled Gardens in Their Ad Tech Empire

By: Ayelet Israeli, Danilo Tauro and Sarah Gulick

This case provides a post-mortem of the advertising technology (adtech) company Sizmek. Sizmek grew via multiple acquisitions, with the vision of becoming an integrated adtech company that could leverage AI to buy digital media, while creating and serving display and... View Details

Keywords: Digital Marketing; Insolvency and Bankruptcy; Mergers and Acquisitions; Applications and Software; Internet and the Web; Competition; Marketing; Advertising Industry; Web Services Industry; United States; Europe

January 2013 (Revised June 2017)
Case

The Perfect Storm: What Happens When the Market Moves Four Standard Deviations?

By: Nori Gerardo Lietz

Adam Carter was the portfolio manager for Tate Modern Finance III, L.P. (“Tate” or the “Fund”), the third in a series of U.S. commercial real estate debt funds sponsored by the London-based Tate Partners. The Fund was capitalized with $700 million of equity... View Details

Keywords: CMBS; CLO; Repo Financing; Financial Strategy; Investment Funds; Financing and Loans

December 2011
Article

EXEMPLARY CONTRIBUTION: Transforming Mental Models on Emerging Markets

By: Charles Dhanaraj and Tarun Khanna

Economic growth in the Western world increasingly depends on meaningful engagement with emerging markets such as Brazil, China, India, South Africa, and Turkey. Business schools are responding with increased attention to these markets in their research and curricula.... View Details

Keywords: Emerging Markets; Business Model; Economic Growth; Developing Countries and Economies; Research; Business Education; Learning; Financial Institutions; Framework; Transformation; Perspective; India; China; Brazil; South Africa; Turkey

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April 2012
Article

Emotion-induced Engagement in Internet Video Ads

By: Thales S. Teixeira, Michel Wedel and Rik Pieters

This study shows how advertisers can leverage emotion and attention to engage consumers in watching Internet video ads. In a controlled experiment, joy and surprise were assessed through automated facial expression detection for a sample of ads. Concentration of... View Details

Keywords: Behavior; Online Advertising; Emotions

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January 2011 (Revised November 2015)
Case

The National Geographic Society (A)

By: David A. Garvin and Carin-Isabel Knoop

In January 2010, John Fahey, president, CEO, and chairman of the board of trustees' executive committee of the Washington, D.C.-based National Geographic Society (NGS), must decide how best to organize the 121-year old mission-driven organization for a world of... View Details

Keywords: Business Model; Information Publishing; Leadership Style; Leading Change; Growth and Development Strategy; Managerial Roles; Organizational Change and Adaptation; Organizational Culture; Organizational Structure; Internet; Publishing Industry

April 2006 (Revised October 2008)
Case

Marketing New York City

By: V. Kasturi Rangan, Anita Elberse and Marie Bell

New York City is a pioneer in the emerging field of municipal marketing. The city's first chief marketing officer must develop a marketing organization with a self-funded business model that creates value for the city by leveraging the city's assets, including physical... View Details

Keywords: Entrepreneurship; Government and Politics; Goals and Objectives; Marketing Strategy; Partners and Partnerships; Value Creation; New York (city, NY)

11 Dec 2012
First Look

First Look: Dec. 11

leverage is to sell assets. If asset sales occur at depressed prices, then one bank's sales may impact other banks with common exposures, resulting in contagion. We propose a simple framework that accounts for how this effect adds up... View Details

Keywords: Sean Silverthorne

2009
Working Paper

Virtual Team Learning: Reflecting and Acting, Alone or With Others

By: Deborah L. Soule and Lynda M. Applegate

This paper examines virtual team learning in new product development situations. New product development activities manifest novelty, uncertainty and complexity, presenting an extreme need for learning in the course of the work. We present data from an exploratory... View Details

Keywords: Competency and Skills; Learning; Knowledge Acquisition; Knowledge Use and Leverage; Product Development; Groups and Teams; Behavior