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Article

Towards Robust and Reliable Algorithmic Recourse

By: Sohini Upadhyay, Shalmali Joshi and Himabindu Lakkaraju

As predictive models are increasingly being deployed in high-stakes decision making (e.g., loan approvals), there has been growing interest in post-hoc techniques which provide recourse to affected individuals. These techniques generate recourses under the assumption... View Details

Keywords: Machine Learning Models; Algorithmic Recourse; Decision Making; Forecasting and Prediction

06 Oct 2010
Research & Ideas

John Kotter: Four Ways to Kill a Good Idea

the proposal was for a very innovative automotive parts product, and no one could have logically defended the superior worth of all the other projects in the works. But those who were running some of the... View Details

Keywords: by John Kotter & Lorne A. Whitehead

October 2018 (Revised February 2020)
Case

Commonwealth Bank of Australia: Unbanklike Experimentation

By: Ryan W. Buell and Leslie K. John

Email mking@hbs.edu for a courtesy copy.

In August 2017, Commonwealth Bank of Australia was looking for ways to differentiate itself from competing banks and was also trying to improve the financial well-being of... View Details

Keywords: Transparency; Experimentation; Banks and Banking; Credit Cards; Customer Focus and Relationships; Competitive Strategy; Banking Industry; Australia

2022
Working Paper

Stories, Statistics and Memory

By: Thomas Graeber, Christopher Roth and Florian Zimmermann

For most decisions, we rely on information encountered over the course of days, months or years. We consume this information in various forms, including abstract summaries of multiple data points – statistics – and contextualized anecdotes about individual instances... View Details

Keywords: Decision Choices and Conditions; Information Types; Media; Cognition and Thinking

September 2000 (Revised May 2003)
Case

Radio One, Inc.

By: Richard S. Ruback and Pauline M Fischer

Radio One (NYSE: ROIA and RIOAK), the largest radio group targeting African-Americans in the country, had the opportunity to acquire 12 urban stations in the top 50 markets from Clear Channel Communications, Inc. (NYSE: CCU) in the winter of 2000. The stations were... View Details

Keywords: Negotiation; Valuation; Race; Mergers and Acquisitions; Financial Strategy; Media and Broadcasting Industry; Indiana; United States; North Carolina

14 Jun 2016
First Look

June 14, 2016

our data. Finally, building on our model, we find that differences in management practices account for about 30% of cross-country total factor productivity differences. Download working paper:... View Details

Keywords: Sean Silverthorne

June 2009 (Revised April 2019)
Case

Crosley

By: Tom Nicholas and David Chen

In October 1941, a top secret envoy from the U.S. military was sent to Crosley Corporation in Cincinnati, Ohio to request their assistance to construct a weapon that would drastically strengthen the defenses of U.S. troops: the proximity fuze. Such a fuze would allow... View Details

Keywords: Information Technology; History; Production; National Security; Organizational Structure; Corporate Strategy; Research and Development; Product Development; Business and Government Relations; Creativity; Innovation and Invention; Ohio

2020
Working Paper

Team Learning and Superior Firm Performance: A Meso-Level Perspective on Dynamic Capabilities

By: Jean-François Harvey, Henrik Bresman, Amy C. Edmondson and Gary P. Pisano

This paper proposes a team-based, meso-level perspective on dynamic capabilities. We argue that team-learning routines constitute a critical link between managerial cognition and organization-level processes of sensing, seizing, and reconfiguring. We draw from the... View Details

Keywords: Dynamic Capabilities; Innovation; Strategic Change; Teams; Team Learning; Groups and Teams; Learning; Innovation and Invention; Change; Performance

March 2022 (Revised November 2023)
Case

Doubling Down: Elon Musk's Big Bets in 2022

By: David Yoffie and Daniel Fisher

2021 was a banner year for Elon Musk. CEO of the electric vehicle manufacturer Tesla, the aerospace manufacturer SpaceX, and a few smaller startups, Musk became the richest person on Earth after Tesla reached a market capitalization of $1 trillion and SpaceX a private... View Details

Keywords: Innovation and Management; Competitive Advantage; Competitive Strategy; Information Infrastructure; Applications and Software; Transportation; Strategic Planning; Leadership Style; Leading Change; Goals and Objectives; Aerospace Industry; Auto Industry; Battery Industry; United States; Europe; China

December 1999
Case

Sun Microsystems, Inc. (A1): "Dot-comming" the World: Philip Nenon on a Billion Dollar Bet

By: Rosabeth M. Kanter and Jane Roessner

A group at Sun Microsystems, Inc. proposed that a recent acquisition that made fault-tolerant computers for telecommunications was a major opportunity for Sun. If the board provided funding to expand the acquisition's portfolio of products and make them part of the... View Details

Keywords: Acquisition; Corporate Entrepreneurship; Governing and Advisory Boards; Motivation and Incentives; Expansion; Technology Industry

May 2019
Article

The Role of Gatekeepers in Capital Markets

By: Sugata Roychowdhury and Suraj Srinivasan

Gatekeepers in financial markets have the power to provide the institutional stability, fortitude and direction necessary for the development and the smooth functioning of capital markets. At the same time, they are often motivated by their own private incentives.... View Details

Keywords: Gatekeepers; Capital Markets; Governing Rules, Regulations, and Reforms; Performance Effectiveness

Find at Harvard

October 2010
Article

Preferring Balanced vs. Advantageous Peace Agreements: A Study of Israeli Attitudes Towards a Two-State Solution

By: Deepak Malhotra and Jeremy Ginges

The paper extends research on fixed-pie perceptions by suggesting that disputants may prefer proposals that are perceived to be equally attractive to both parties (i.e., balanced) rather than one-sided, because balanced agreements are seen as more likely to be... View Details

Keywords: Fixed Pie; Balance; Peace; Negotiation; Agreements and Arrangements; Conflict and Resolution; Government and Politics; Balance and Stability; Forecasting and Prediction; Attitudes; Israel; Palestinian state

Find at Harvard

June 2018 (Revised February 2019)
Teaching Note

Rose Electronics Distributing Company

By: Richard S. Ruback, Royce Yudkoff and Ahron Rosenfeld

Itamar Frankenthal (HBS ’13) wanted a $4.5 million bank loan to partially finance his planned acquisition of a small company, Rose Electronics. He received nine proposals which varied widely in term, interest rate, amortization schedule, and covenants. Frankenthal had... View Details

Keywords: Financing and Loans; Acquisition; Decision Making; Electronics Industry

January 2017
Supplement

Hello Alfred: Come Home Happy — Operating the Business Model Exercise

By: Joseph B. Fuller and Christopher Payton

On a mission to "automate the on-demand economy," Harvard Business School classmates Marcela Sapone and Jessica Beck launched Hello Alfred in 2013 to provide subscribers with an "Alfred" to complete various chores for a monthly fee. In early 2016, the company has built... View Details

Keywords: Growth and Development Strategy; Internet and the Web; Business Startups; Service Operations; Service Industry; New York (city, NY); Boston

November 2023
Article

Open Source Software and Global Entrepreneurship

By: Nataliya Langburd Wright, Frank Nagle and Shane Greenstein

This is the first study to consider the relationship between open source software (OSS) and entrepreneurship around the globe. This study measures whether country-level participation on the GitHub OSS platform affects the founding of innovative ventures, and where it... View Details

Keywords: Entrepreneurship; Applications and Software; Business Ventures; Development Economics; Innovation and Invention; Global Range

March 2016 (Revised February 2017)
Case

Hello Alfred: Come Home Happy

By: Joseph B. Fuller and Carin-Isabel Knoop

On a mission to "automate the on-demand economy," Harvard Business School classmates Marcela Sapone and Jessica Beck launched Hello Alfred in 2013 to provide subscribers with an "Alfred" to complete various chores for a monthly fee. In early 2016, the company has built... View Details

Keywords: On-demand Economy; Sharing Economy; Technology Startup; Technology; Growth Strategy; Business Startups; Business Growth and Maturation; Entrepreneurship; Mobile and Wireless Technology; Strategic Planning; Service Industry; United States; Boston; Cambridge; New York (city, NY); California

17 Oct 2011
News

Let's Get Real About 9-9-9

03 Jan 2018
What Do You Think?

In the Wake of #MeToo, Should Corporate Boards Hire Compliance Officers?

on-the-job misdeeds served the purpose nicely. Those supporting the idea of a corporate board's creating an independent officer of compliance, reporting directly to the board, cited the need for visible action in the face of growing... View Details

Keywords: by James Heskett

Ayelet Israeli

Ayelet Israeli is the Marvin Bower Associate Professor of Business Administration at the Harvard Business School Marketing Unit. She is the co-founder of the Customer Intelligence Lab at the Digital Data Design (D^3) Institute at Harvard Business School. She teaches... View Details

Keywords: retailing; e-commerce industry; internet; automotive

January 2009 (Revised July 2009)
Case

Targanta Therapeutics: Hitting a Moving Target

By: Arthur A. Daemmrich

This case explores regulatory, product testing, and business strategy at Targanta Therapeutics, a biotech company preparing its first new drug application to the FDA. In October 2007, Mark Leuchtenberger, president and CEO of Targanta—which has just held a successful... View Details

Keywords: Decision Choices and Conditions; Entrepreneurship; Governing Rules, Regulations, and Reforms; Health Testing and Trials; Product Development; Business and Government Relations; Business Strategy; Biotechnology Industry; Pharmaceutical Industry

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