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2023
Working Paper

PRIMO: Private Regression in Multiple Outcomes

We introduce a new differentially private regression setting we call Private Regression in Multiple Outcomes (PRIMO), inspired the common situation where a data analyst wants to perform a set of l regressions while preserving privacy, where the covariates... View Details

Keywords: Analytics and Data Science; Mathematical Methods

November 2019
Supplement

Hapag-Lloyd AG: Complying with IMO 2020

By: Benjamin C. Esty, Mette Fuglsang Hjortshoej and Emer Moloney

A new environmental regulation known as IMO 2020 was creating what one industry analyst called “the biggest shakeup for the oil and shipping industries in decades.” According to the new regulation, all ocean-going ships would have to limit their sulfur emissions by... View Details

Keywords: Valuation; Ship Transportation; Strategic Planning; Game Theory; Pollutants; Supply Chain; Corporate Accountability; Capital Budgeting; Environmental Sustainability; Shipping Industry; Transportation Industry; Germany

March 2004 (Revised May 2005)
Case

Shurgard Self-Storage: Expansion to Europe

By: Richard G. Hamermesh and Indra Reinbergs

Shurgard, a U.S.-based firm that rents storage facilities to consumers and small businesses, is considering financing options for rapid expansion of its European operations. Five years after entering Europe, Shurgard Europe has opened 17 facilities in Belgium, France,... View Details

Keywords: Private Equity; Valuation; Business Model; Governing and Advisory Boards; Entrepreneurship; Cross-Cultural and Cross-Border Issues; Service Industry; Belgium; France; Sweden; United States; Europe

April 2014
Teaching Note

Jiangxi Agribusiness: (TN)

By: David F. Hawkins

[TN for 114-039] Emily Wang, an analyst with Future Securities, a Shanghai-based investment firm, is given the task of making stock purchase recommendations to her supervisor from a number of Chinese common stocks. One stock in particular, Jiangxi Agribusiness... View Details

Keywords: Financial Analysis; Ratio Analysis

June 2021 (Revised November 2024)
Case

MicroStrategy: Accounting for Cryptocurrency

By: Jonas Heese and Annelena Lobb

On February 15, 2021, Alina Moss, an analyst who covered the technology company MicroStrategy, pondered a rise in MicroStrategy’s share price. Moss had dialed into the company earnings call. When it ended, Moss had more questions than answers. MicroStrategy had... View Details

Keywords: Cryptocurrency; Share Price; Electronic Commerce; Intangible Assets; Assets; Accounting; Financial Statements; Financial Management; Financial Reporting; Analytics and Data Science; E-commerce

November 2006
Case

Organics: Coming Center Stage?

By: James E. Austin and Reed Martin

The organics movement has certainly come a long way. From hippie farming communes and a scattering of natural food stores in the 1960s, organics outgrew its origins as a counterculture curiosity of the 1970s to become the fastest growing segment of the food industry in... View Details

Keywords: Food; Supply and Industry; Consumer Behavior; Competitive Advantage; Competitive Strategy; Food and Beverage Industry; United States

November 2004 (Revised March 2007)
Case

10 Uncommon Values®: Optimizing the Stock-Selection Process

By: Paul M. Healy and Boris Groysberg

In 2003, Steve Hash, research director at Lehman Brothers, prepared to initiate the firm's "Ten Uncommon Values" stock-picking process for the year. An investment committee had to pick the 10 best stocks from about 100 stock ideas presented by the firm's analysts. The... View Details

Keywords: Stocks; Investment; Financial Strategy; Decision Making; Groups and Teams; Financial Services Industry; United States

26 Sep 2013
Working Paper Summaries

Playing Favorites: How Firms Prevent the Revelation of Bad News

Keywords: by Lauren Cohen, Dong Lou & Christopher Malloy; Financial Services

07 Jul 2008
Research & Ideas

Innovation Corrupted: How Managers Can Avoid Another Enron

the rewards were great. This initial success prompted Enron to extrapolate its business model to other markets. In 1994, Enron officials started trading wholesale electricity after Congress deregulated the industry; Enron analysts... View Details

Keywords: by Martha Lagace; Energy; Utilities

2019
Article

Can Big Data Improve Firm Decision Quality? The Role of Data Quality and Data Diagnosticity

By: Maryam Ghasemaghaei and Goran Calic

Anecdotal evidence suggests that, despite the large variety of data, the huge volume of generated data, and the fast velocity of obtaining data (i.e., big data), quality of big data is far from perfect. Therefore, many firms defer collecting and integrating big data as... View Details

Keywords: Big Data; Analytics and Data Science; Decisions; Quality

February 2010
Case

Shurgard Self-Storage: Expansion to Europe (Abridged)

By: Richard G. Hamermesh

Shurgard, a U.S.-based firm that rents storage facilities to consumers and small businesses, is considering financing options for rapid expansion of its European operations. Five years after entering Europe, Shurgard Europe has opened 17 facilities in Belgium, France,... View Details

Keywords: Business Model; Business Growth and Maturation; Multinational Firms and Management; Logistics; Corporate Entrepreneurship; Trade; Equity; Corporate Finance; United States; Europe

November 2019
Case

Hapag-Lloyd AG:Complying with IMO 2020

By: Benjamin C. Esty, Mette Fuglsang Hjortshoej and Emer Moloney

A new environmental regulation known as IMO 2020 was creating what one industry analyst called “the biggest shakeup for the oil and shipping industries in decades.” According to the new regulation, all ocean-going ships would have to limit their sulfur emissions by... View Details

Keywords: Valuation; Ship Transportation; Strategic Planning; Game Theory; Pollutants; Supply Chain; Corporate Accountability; Capital Budgeting; Environmental Sustainability; Governing Rules, Regulations, and Reforms; Governance Compliance; Shipping Industry; Transportation Industry; Germany

08 Aug 2022
HBS Case

Building an 'ARMY' of Fans: Marketing Lessons from K-Pop Sensation BTS

since. Some analysts predicted that the band would do more to grow South Korea’s gross domestic product over 10 years than the 2018 PyeongChang Winter Olympics. Underdogs with a strategy The band’s explosion was the result of a carefully... View Details

Keywords: by Shalene Gupta; Media & Broadcasting; Music

February 2019 (Revised September 2019)
Case

Amazon in Fashion

By: John R. Wells, Benjamin Weinstock and Gabriel Ellsworth

According to many analysts and industry observers, in 2018 Amazon became the largest retailer of apparel in the United States and the second largest in the world, behind Alibaba. Much of Amazon’s apparel was made by third-party retailers on its platform, but Amazon had... View Details

2010
Working Paper

Just Say No to Wall Street: Putting A Stop to the Earnings Game

By: Joseph Fuller and Michael C. Jensen

Putting an end to the "earnings game" requires that CEOs reclaim the initiative by avoiding earnings guidance and managing expectations in such a way that their stocks trade reasonably close to their intrinsic value. In place of earnings forecasts, management should... View Details

Keywords: Stocks; Performance Expectations; Goals and Objectives; Risk and Uncertainty; Growth and Development Strategy; Decisions; Risk Management; Budgets and Budgeting; Earnings Management; Value; Projects

21 Jun 2011
First Look

First Look: June 21

Publications Civilization: The Six Ways the West Beat the Rest Author: Niall Ferguson Publication: Allen Lane/Penguin Press, 2011 An abstract is unavailable at this time. Review the book:... View Details

Keywords: Sean Silverthorne

2002
Book

Searching for a Corporate Savior: The Irrational Quest for Charismatic CEOs

By: Rakesh Khurana

Corporate CEOs are headline news. Stock prices rise and fall at word of their hiring and firing. Business media debate their merits and defects as if individual leaders determined the health of the economy. Yet we know surprisingly little about how CEOs are selected... View Details

Keywords: Managerial Roles; Selection and Staffing; Personal Characteristics; Experience and Expertise; Investment Activism; Corporate Strategy

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Article

Accuracy First: Selecting a Differential Privacy Level for Accuracy-Constrained ERM

By: Katrina Ligett, Seth Neel, Aaron Leon Roth, Bo Waggoner and Steven Wu

Traditional approaches to differential privacy assume a fixed privacy requirement ϵ for a computation, and attempt to maximize the accuracy of the computation subject to the privacy constraint. As differential privacy is increasingly deployed in practical settings, it... View Details

Keywords: Differential Privacy; Empirical Risk Minimization; Accuracy First

Teaching Interest

Applied Business Analytics

Course Overview:

Business Analytics has become a core function in many firms today and is driving innovation in the form of new business and operating models. Data-driven decision-making requires understanding of statistics, computer... View Details

Article

Why A Behavioral Theory of Labor Negotiations Remains a Triumph at Fifty but the Labels 'Distributive' and 'Integrative' Should Be Retired

By: James K. Sebenius

Richard Walton and Robert McKersie's closeness to practice, disciplinary rigor, and successful search for powerful generalizations help explain the lasting impact of the Behavioral Theory of Labor Relations. Ironically, the names they chose for the fundamental... View Details

Keywords: Bargaining; Integrative Bargaining; Distributive Bargaining; Negotiation; Labor Unions

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