Strategic Decision Making - Publications - Faculty & Research - Harvard Business School

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2015
Chapter

How Leaders Use Values-based Guidance Systems to Create Dynamic Capabilities

By: Rosabeth M. Kanter, Matthew Bird, Ethan Bernstein and Ryan Raffaelli

How do strategic leaders create change-adept organizations? Based on qualitative field research, this chapter argues that well-defined institutionalized purpose, values, and principles act as an organizational guidance system that integrates and strengthens the... View Details

Keywords: Dynamic Capabilities; Field Research; Intrinsic Motivation; Organizational Identity; Ecosystem; Organizational Change and Adaptation; Mission and Purpose; Motivation and Incentives; Research; Management Systems; Change

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2015
Working Paper

The Business Model: Nature and Benefits

By: Ramon Casadesus-Masanell and John Heilbron

This paper considers the nature of the business model and its strategic relevance to negotiations. We elaborate a substantive definition of the business model as decisions enforced by the authority of the firm; this definition enables the analysis of business models... View Details

Keywords: Business Models; Value Capture; Value-Based Business Strategy; Ambivalent Value; Business Model; Negotiation Deal

06 Dec 2004
What Do You Think?

Why Do Managers Fail to Act on Their Predictions?

lie in the distant future; are unwilling to make smaller investments now to prevent uncertain future risks with higher costs; have a bias for the status quo, regardless of how much they talk about the importance of change; and have a... View Details

Keywords: by James Heskett

May 1995 (Revised April 1998)
Case

AT&T Paradyne

By: Robert S. Kaplan

A company making data communication devices has adopted a Total Quality philosophy for working with suppliers, employees, and customers. The finance group finds its existing cost system has become obsolete because of a shift from manual to automatic production... View Details

Keywords: Decisions; Product; Corporate Accountability; Activity Based Costing and Management; System; Performance Efficiency; Financial Reporting; Operations; Technology Industry; Telecommunications Industry

August 1981
Case

West Point: The Cheating Incident (C)

By: Leonard A. Schlesinger

An outline of the Secretary of the Army's decision in the matter of the 1976 cheating scandal at West Point. View Details

Keywords: Higher Education; Ethics; Judgments; Government Administration; Public Administration Industry; Education Industry

January 2024 (Revised February 2024)
Case

Data-Driven Denim: Financial Forecasting at Levi Strauss

The case examines Levi Strauss’ journey in implementing machine learning and AI into its financial forecasting process. The apparel company partnered with the IT company Wipro in 2017 to develop a machine learning algorithm that could help Levi Strauss forecast its... View Details

Keywords: Investor Relations; Forecasting; Machine Learning; Artificial Intelligence; Apparel; Corporate Finance; Forecasting and Prediction; AI and Machine Learning; Digital Transformation; Apparel and Accessories Industry; United States

January 2025 (Revised March 2025)
Case

Hunter Point Capital

By: Josh Lerner, John D. Dionne and Srimayi Mylavarapu

In the spring of 2023, Hunter Point Capital faced a pivotal decision that could define its trajectory as a new player in the growing GP stakes business. As the firm neared completion of three high-profile GP stakes investments, consuming nearly a third of its initial... View Details

Keywords: Investment Funds; Business Strategy; Diversification; Expansion; Growth and Development Strategy; Opportunities

April 2003 (Revised November 2005)
Case

Trend Micro (B)

By: Lynn S. Paine and Kim Bettcher

The Trend Micro team's discussion of consumer strategy at its quarterly meeting in Germany provides an opportunity to assess the effectiveness of the team's decision process. View Details

Keywords: Decision Making; Management Teams; Business Strategy; Diversity; Information Technology Industry; Germany

Article

Towards a Single European Sky

By: Yael Grushka-Cockayne and Bert De Reyck

We describe an integrated decision-making framework and model that we developed to aid EUROCONTROL, the European air traffic management organization, in its vital role of constructing a single unified European sky. Combining multicriteria decision analysis with... View Details

Keywords: Decision Making; Analysis; Air Transportation Industry; Europe

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February 1992 (Revised September 1995)
Case

Goldman, Sachs & Co.: Nikkei Put Warrants--1989

By: Peter Tufano

Japanese financial institutions' willingness to sell put options on the Nikkei Stock Average provides investment banks with the raw material from which to create a security that would allow U.S. investors to bet on falls in the Japanese Stock Market. The investment... View Details

Keywords: Debt Securities; Investment Banking; Product Design; Globalized Markets and Industries; Japan; United States

September 2020 (Revised June 2023)
Supplement

Spreadsheet Supplement to Artea Teaching Note

By: Eva Ascarza and Ayelet Israeli

Spreadsheet Supplement to Artea Teaching Note 521-041. This collection of exercises aims to teach students about 1)Targeting Policies; and 2)Algorithmic bias in marketing—implications, causes, and possible solutions. Part (A) focuses on A/B testing analysis and... View Details

Keywords: Targeted Advertising; Algorithmic Data; Bias; Advertising; Race; Gender; Diversity; Marketing; Customer Relationship Management; Prejudice and Bias; Analytics and Data Science; Retail Industry; Apparel and Accessories Industry; Technology Industry; United States

September 2020 (Revised July 2022)
Exercise

Artea (D): Discrimination through Algorithmic Bias in Targeting

By: Eva Ascarza and Ayelet Israeli

This collection of exercises aims to teach students about 1)Targeting Policies; and 2)Algorithmic bias in marketing—implications, causes, and possible solutions. Part (A) focuses on A/B testing analysis and targeting. Parts (B),(C),(D) Introduce algorithmic bias. The... View Details

Keywords: Targeted Advertising; Discrimination; Algorithmic Data; Bias; Advertising; Race; Gender; Marketing; Diversity; Customer Relationship Management; Prejudice and Bias; Analytics and Data Science; Retail Industry; Apparel and Accessories Industry; Technology Industry; United States

August 2011 (Revised October 2015)
Case

Boardroom Battle Behind Bars: Gome Electrical Appliances Holdings—A Corporate Governance Drama

By: William C. Kirby and Tracy Yuen Manty

Despite widespread news of the incarceration of Gome Electronics' CEO, Huang Guangyu, Bain Capital felt they carefully undertook due diligence before making a significant investment in the company. The venture capital firm was confident that it and the current... View Details

Keywords: China; Legal Aspects Of Business; Corruption; Risk; Corporate Governance; Crime and Corruption; Power and Influence; Risk Management; Business and Shareholder Relations; Venture Capital; Ethics; Governing and Advisory Boards; Governing Rules, Regulations, and Reforms; Values and Beliefs; Private Equity; China

January 2025
Case

Index and Active Investing: Vanguard and the New Frontier of Active ETFs

By: Marco Sammon, Luis M. Viceira and Jonathan Kanagasabai

This case explores Vanguard’s strategic decision-making process as it considers entering the growing market for actively managed exchange-traded funds (ETFs). Set in 2024, the case places students in the position of Rodney Comegys, Vanguard’s global head of the Equity... View Details

Keywords: Asset Management; Financial Strategy; Investment Funds; Investment Portfolio; Financial Services Industry

16 May 2013
Working Paper Summaries

Marketplace or Reseller?

Keywords: by Andrei Hagiu & Julian Wright; Retail

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

05 Jul 2006
Working Paper Summaries

Do Managers’ Heuristics Affect R&D Performance Volatility? A Simulation Informed by the Pharmaceutical Industry

Keywords: by Francesca Gino & Gary P. Pisano; Pharmaceutical

September 2020 (Revised February 2024)
Teaching Note

Artea (A), (B), (C), and (D): Designing Targeting Strategies

By: Eva Ascarza and Ayelet Israeli

Teaching Note for HBS No. 521-021,521-022,521-037,521-043. This collection of exercises aims to teach students about 1)Targeting Policies; and 2)Algorithmic bias in marketing—implications, causes, and possible solutions. Part (A) focuses on A/B testing analysis and... View Details

Keywords: Targeted Advertising; Targeting; Race; Gender; Diversity; Marketing; Customer Relationship Management; Prejudice and Bias; Analytics and Data Science; Retail Industry; Apparel and Accessories Industry; Technology Industry; United States

September 2019
Case

Alicia Keys

By: Boris Groysberg, Annelena Lobb and Sarah Mehta

This case explores the life and career of Alicia Keys, the 15-time Grammy winning singer-songwriter and producer. Set in 2019, it covers the evolution of Keys’s 18-year musical career and additional passions, including acting, entrepreneurship, social justice activism,... View Details

Keywords: Entertainment; Music Entertainment; Television Entertainment; Entrepreneurship; Personal Development and Career; Fine Arts Industry; Music Industry; United States

24 Feb 2023
Blog Post

My Classroom Experience During Harvard Business School’s Summer Venture in Management Program

When the email arrived – “HBS SVMP Decision Available Online” – it caught me by surprise. I took a breath and read the message: Accepted! As I planned my trip to attend HBS’s Summer Venture in Management Program, I saw scenes of Cambridge... View Details

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