Publications

April 2005
Case

FBI: Mission Extended

Following the bombing of the World Trade Center in 1993, there was consensus that the FBI needed to make organizational changes. The FBI had long distinguished itself as the world's pre-eminent organization for conducting after-the-fact investigations that laid the... View Details

Keywords: Organizational Change and Adaptation; Law Enforcement; United States

The U.S. financial services industry grew from 4.9% of GDP in 1980 to 7.9% of GDP in 2007. A sizeable portion of the growth can be explained by rising asset management fees, which in turn were driven by increases in the valuation of tradable assets, particularly... View Details

March 2024 (Revised April 2024)
Case

“The Wheels on the Bus” Go Electric: Highland Electric Fleets and Partners

By: Rosabeth M. Kanter and Jacob A. Small

Founder Duncan McIntyre developed an innovative service-based business to electrify transportation fleets for school districts and scale through public-private partnerships while contributing to climate change solutions. The case covers the rationale for electric... View Details

Keywords: Climate Change; Leadership; Growth Management; Supply Chain; Business and Stakeholder Relations; Innovation Leadership; Transportation Industry; United States; Canada

2015
Working Paper

Corporate Sponsorship in Culture—A Case of Partnership in Relationship Building and Collaborative Marketing by a Global Financial Institution and a Major Art Museum

By: Ragnar Lund and Stephen A. Greyser

Purpose: This paper examines cultural sponsorship from a partnership and relationship marketing perspective. It studies a case of how a partnership between two international institutions, a bank and a museum, adds value to both in terms of interaction with... View Details

Keywords: Value Creation; Partners and Partnerships; Marketing Strategy; Culture; Banks and Banking

January 2025
Technical Note

AI vs Human: Analyzing Acceptable Error Rates Using the Confusion Matrix

By: Tsedal Neeley and Tim Englehart

This technical note introduces the confusion matrix as a foundational tool in artificial intelligence (AI) and large language models (LLMs) for assessing the performance of classification models, focusing on their reliability for decision-making. A confusion matrix... View Details

Keywords: Reliability; Confusion Matrix; AI and Machine Learning; Decision Making; Measurement and Metrics; Performance

January 2025
Article

Overcoming Barriers to Employee Ownership: Insights from Small and Medium-Sized Businesses

By: John Guzek and Ashley Whillans

This research investigates the limited adoption of employee stock ownership plans (ESOPs) among small-to-medium sized businesses (SMBs) in the U.S. Through interviews with 30 SMB owners across various industries, we identify the key barriers to ESOP adoption as lack of... View Details

Keywords: Profit Sharing; Employee Ownership; Management Practices and Processes; Compensation and Benefits; Small Business; Adoption; Employees

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January 2025
Article

Reducing Prejudice with Counter-stereotypical AI

By: Erik Hermann, Julian De Freitas and Stefano Puntoni

Based on a review of relevant literature, we propose that the proliferation of AI with human-like and social features presents an unprecedented opportunity to address the underlying cognitive and affective drivers of prejudice. An approach informed by the psychology of... View Details

Keywords: Prejudice and Bias; AI and Machine Learning; Interpersonal Communication; Social and Collaborative Networks

June 2023
Exercise

Clash of Two Giants Simulation Exercise Instructions

By: Feng Zhu and Marco Iansiti

Many markets are organized around platforms that connect consumers with complimentary applications and services. These platforms are two-sided because both sides - consumers and those providing applications or services - need access to the same platform to interact. A... View Details

Keywords: Platform Strategies; Technology Platform; Customer Acquisition; Network Effects; Digital Platforms; Marketplace Matching; Strategy

August 2022 (Revised May 2025)
Case

Fresh Food Generation

By: Brian Trelstad, Amy Klopfenstein and Mel Martin

This case highlights one of five BIPOC entrepreneurs in the Boston area as part of the HBS Impact Investment Fund. In fall 2021, a team of HBS students reviewed the financial statements of Fresh Food Generation (FFG), a Dorchester, Massachusetts-based food service... View Details

Keywords: Impact Investing; Investment; Entrepreneurial Finance; Entrepreneurship; Race; Food and Beverage Industry; Boston

April 2021 (Revised April 2021)
Teaching Plan

Nehemiah Mfg. Co.: Providing a Second Chance

By: Brian Trelstad and John Masko

Teaching Plan for HBS Case No. 320-008. In 2009, Dan Meyer and Richard Palmer, two veterans of the fast-moving consumer goods (FMCG) industry, founded Nehemiah Manufacturing to build FMCG brands while providing jobs to Cincinnati, Ohio’s beleaguered urban core. Two... View Details

Keywords: Social Entrepreneurship; Retention; Selection and Staffing; Employment; Human Capital; Growth Management; Brands and Branding; Social Marketing; Mission and Purpose; Prejudice and Bias; City; Urban Scope; Consumer Products Industry; Manufacturing Industry; Ohio; United States

Article

Operational Efficiency and Effective Management in the Catheterization Laboratory

By: Grant W. Reed, Michael L. Tushman and Samir R. Kapadia

Operational efficiency is a core business principle in which organizations strive to deliver high-quality goods or services in a cost-effective manner. This concept has become increasingly relevant to cardiac catheterization laboratories, as insurers move away from... View Details

Keywords: Cath Lab; Catheterization Laboratory; Health Care and Treatment; Performance Efficiency; Management; Performance Productivity; Cost Management; Health Industry

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February 2014
Article

Accountability of Independent Directors—Evidence from Firms Subject to Securities Litigation

By: Francois Brochet and Suraj Srinivasan

We examine which independent directors are held accountable when investors sue firms for financial- and disclosure-related fraud. Investors can name independent directors as defendants in lawsuits, and they can vote against their re-election to express displeasure over... View Details

Keywords: Independent Directors; Litigation Risk; Class Action Lawsuits; Director Accountability; Reputation; Boards Of Directors; Corporate Governance; Debt Securities; Corporate Accountability; Lawsuits and Litigation

SSRN

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July 2013 (Revised January 2014)
Case

Experience! The Finger Lakes: The Groupon Partnership Decision

By: Lynda M. Applegate, Chekitan S. Dev, Gabriele Piccoli and Arnold B. Peinado

In 2010, Experience! The Finger Lakes (ExperienceFLX), a tour operator offering guided tours and concierge services in the Finger Lakes region of New York State, was at a crossroads. The business was poised for growth, and its owners, Laura and Alan Falk, were... View Details

Keywords: Marketing Strategy; Social Marketing; United States

2013
Working Paper

Accountability of Independent Directors—Evidence from Firms Subject to Securities Litigation

By: Francois Brochet and Suraj Srinivasan

We examine which independent directors are held accountable when investors sue firms for financial and disclosure related fraud. Investors can name independent directors as defendants in lawsuits, and they can vote against their re-election to express displeasure over... View Details

Keywords: Debt Securities; Lawsuits and Litigation; Legal Liability

SSRN

Web

Systems Integration - Institute For Strategy And Competitiveness

system as a whole. Delivering the right care at the right location in a multi-site care delivery system is a key element of a value-based health care system. To integrate care effectively, providers need to re-define the scope of services... View Details

January 2003 (Revised May 2005)
Case

Zipcar: Refining the Business Model

By: Myra M. Hart, Michael J. Roberts and Julia Stevens

Zipcar is a start-up organized around the idea of "sharing" car usage via a membership organization. This case describes several iterations of the Zipcar business model and financial plan. These iterations include a very early version and a version developed just prior... View Details

Keywords: Service Operations; Renting or Rental; Business Model; Business Plan; Entrepreneurship; Economic Growth; Management Skills; Transportation; Business Startups; Financial Strategy; Corporate Finance; Growth and Development Strategy; Service Industry; Service Industry