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November 2007
Background Note

Asset Allocation I

By: Joshua D. Coval, Erik Stafford, Rodrigo Osmo, John Jernigan, Zack Page and Paulo Passoni

The goal of these simulations is to understand the mathematics of mean-variance optimization and the equilibrium pricing of risk if all investors use this rule with common information sets. Simulation A focuses on five to 10 years of monthly sector returns that are... View Details

Keywords: Asset Pricing; Capital; Investment Return; Risk Management; Mathematical Methods

August 2019 (Revised March 2023)
Case

Rand Fishkin at Moz (A)

By: Thomas R. Eisenmann

In 2016, senior management at Moz, a venture capital–backed startup providing software tools for digital marketing professionals, must decide how to address a looming cash flow crisis precipitated by failed efforts to broaden its product line. Seattle-based Moz had... View Details

Keywords: Startups; Scaling; Entrepreneurship; Failure; Business Startups; Diversification; Growth Management; Technology Industry

October 2022
Case

An Heir with No Spare: The Deitch Family Office

By: Lauren Cohen and Grace Headinger

Joe and Matt Deitch, father and son, knew it was time to start their own family office. Matthew had recently joined his father at the family’s three enterprises, and they both realized that their family’s needs had grown increasingly complex over the years. In search... View Details

8 Feb 2022
Interview

Episode 109: Former Best Buy CEO Hubert Joly

By: Hubert Joly and Adam Mendler

A former Fortune 100 CEO, Hubert Joly was the leader of America's largest consumer electronics retailer. As CEO of Best Buy, Hubert led the company’s turnaround by implementing a distinct leadership philosophy and contrarian strategic decisions. Hubert joins Adam to... View Details

Keywords: Leadership Philosophy; Leadership; Personal Development and Career

June 2012 (Revised December 2017)
Technical Note

Strategy and Strategic Decisions

By: Eric Van den Steen

This note introduces a framework for formulating strategy that helps a manager identify which decisions are strategic—and thus which decisions to focus on (both when developing strategy and when executing it)—and that provides a practical test for whether a particular... View Details

Keywords: Formulating Strategy; Strategic Theory; Strategy Test; Strategic Analysis; Strategy; Theory; Strategic Planning

2015
Working Paper

Customers and Investors: A Framework for Understanding Financial Institutions

By: Robert C. Merton and Robert T. Thakor

Financial institutions have both investors and customers. Investors, such as those who invest in stocks and bonds or private/public-sector guarantors of institutions, expect an appropriate risk-adjusted return in exchange for the financing and risk-bearing that they... View Details

Keywords: Financial Institutions

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2021
Article

To Thine Own Self Be True? Incentive Problems in Personalized Law

By: Jordan M. Barry, John William Hatfield and Scott Duke Kominers

Recent years have seen an explosion of scholarship on “personalized law.” Commentators foresee a world in which regulators armed with big data and machine learning techniques determine the optimal legal rule for every regulated party, then instantaneously disseminate... View Details

Keywords: Personalized Law; Regulation; Regulatory Avoidance; Regulatory Arbitrage; Law And Economics; Law And Technology; Law And Artificial Intelligence; Futurism; Moral Hazard; Elicitation; Signaling; Privacy; Law; Governing Rules, Regulations, and Reforms; Information Technology; AI and Machine Learning

Research Summary

Relative Thinking and Consumer Choice

By: Joshua R. Schwartzstein

Fixed differences appear smaller when compared to large differences. Professor Schwartzstein has proposed a model of relative thinking, in which a person weighs a given change by less when he compares it to a larger range. Relative thinking implies that a person is... View Details

October 2023 (Revised March 2024)
Case

Fantuan

By: Feng Zhu and David Lane

In 2023, CEO Randy Wu was considering the optimal growth strategy for Fantuan, a restaurant food delivery platform that had expanded from its 2014 founding in Vancouver, Canada to serve the Chinese demand for Asian cuisine in urban markets across Australia, Canada, the... View Details

Keywords: Business Startups; Customer Focus and Relationships; Diasporas; Entrepreneurship; Digital Platforms; Growth Management; Business Strategy; Diversification; Expansion; Growth and Development Strategy; Service Industry; Food and Beverage Industry; United States; Canada; United Kingdom; Australia

2014
Working Paper

The Rise and Fall of Demand for Securitizations

By: Sergey Chernenko, Samuel G. Hanson and Adi Sunderam

Collateralized debt obligations (CDOs) and private-label mortgage-backed securities (MBS) backed by nonprime loans played a central role in the recent financial crisis. Little is known, however, about the underlying forces that drove investor demand for these... View Details

Keywords: Debt Securities; Financial Markets; Financial Crisis

February 2010
Case

Amyris Biotechnologies: Commercializing Biofuel

By: Gary P. Pisano and Alison Berkley Wagonfeld

In 2009, Amyris Biotechnologies was building a plant in Brazil that used synthetic biology to convert sugarcane into both renewable fuels and renewable chemicals. The Amyris' marketing team was investigating the commercial interest for both types of products, while the... View Details

Keywords: Renewable Energy; Chemicals; Risk Management; Product Marketing; Product Development; Production; Environmental Sustainability; Commercialization; Biotechnology Industry; Brazil

2008
Working Paper

How Can Decision Making Be Improved?

By: Katherine L. Milkman, Dolly Chugh and Max H. Bazerman

The optimal moment to address the question of how to improve human decision making has arrived. Thanks to fifty years of research by judgment and decision making scholars, psychologists have developed a detailed picture of the ways in which human judgment is bounded.... View Details

Keywords: Decision Making; Judgments; Performance Improvement; Research; Strategy

October 2023 (Revised May 2024)
Case

Governance and Growth at GenUnity

By: Brian Trelstad, Paul Healy and Annelena Lobb

Jerren Chang, CEO and co-founder of GenUnity, had to choose a strategy to scale his civic engagement-focused nonprofit. Based in Boston, Chang could grow the organization there or begin to expand to other cities. He also had to select candidates for a board of... View Details

Keywords: Growth and Development Strategy; Nonprofit Organizations; Expansion; Governing and Advisory Boards; Boston

Article

Four Ways to Build a Productive Sales Culture

By: Frank V. Cespedes and Steven Maughan

This article distinguishes sales efficiency (SE) initiatives (e.g., CRM, training, and KPI dashboards) from sales optimization (SO) decisions (e.g., aligning sales tasks with business strategy, customer selection, and deployment of sales resources across... View Details

Keywords: Strategy; Sales

November 2003 (Revised July 2007)
Case

Ottawa Devices, Inc. (A)

By: Henry B. Reiling and Harry Clegg Midgley IV

A master plan accommodating two retiring brothers, the brother who will remain as president, third-generation family members, employees, philanthropic interests, and company imperatives must be developed by second-generation brothers who are controlling shareholders... View Details

Keywords: Family Business; Change Management; Transition; Management Succession; Management Teams; Retirement; Conflict of Interests

Research Summary

FDA Review Time of New Drug Applications

Study of FDA Review Time of New Drug Applications (NDAs) between 1990-2004. Three main questions are addressed: How the optimal innovation strategy for firms is contingent upon firm status positions in the knowledge domain; how knowledge status both enables and... View Details

September 2020 (Revised September 2021)
Case

Student Success at Georgia State University (A)

By: Michael W. Toffel, Robin Mendelson and Julia Kelley

Georgia State University had developed a reputation for driving student success by nearly doubling its graduation rate for students of all racial, ethnic, and socioeconomic backgrounds. It did so while growing its student body and the proportion of Black/African... View Details

March 2020
Article

Synergistic Value in Vertically Integrated Power-to-Gas Energy Systems

By: Gunther Glenk and Stefan Reichelstein

In vertically integrated energy systems, integration frequently entails operational gains that must be traded off against the requisite cost of capacity investments. In the context of the model analyzed in this study, the operational gains are subject to inherent... View Details

Article

Robust and Stable Black Box Explanations

By: Himabindu Lakkaraju, Nino Arsov and Osbert Bastani

As machine learning black boxes are increasingly being deployed in real-world applications, there has been a growing interest in developing post hoc explanations that summarize the behaviors of these black boxes. However, existing algorithms for generating such... View Details

Keywords: Machine Learning; Black Box Models; Framework

September 2010
Article

Strategies to Fight Ad-sponsored Rivals

By: Ramon Casadesus-Masanell and Feng Zhu

We analyze the optimal strategy of a high-quality incumbent that faces a low-quality ad-sponsored competitor. In addition to competing through adjustments of tactical variables such as price or the number of ads a product carries, we allow the incumbent to consider... View Details

Keywords: Strategy; Business Models; Tactics; Pricing; Business Model; Advertising; Competition; Quality; Price; Product Marketing

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