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August 1974 (Revised March 1986)
Case

Architects Collaborative, Inc.

Although internationally recognized for quality design, the collaborative's billings have been on a plateau for four years and they are losing jobs to architects with sophisticated marketing practices. The main issue is how marketing can be integrated into a design... View Details

Keywords: Design; Marketing Strategy; Creativity; Service Industry

2016
Working Paper

Algorithmic Foundations for Business Strategy

By: Mihnea Moldoveanu

I introduce algorithmic and meta-algorithmic models for the study of strategic problem solving, aimed at illuminating the processes and procedures by which strategic managers and firms deal with complex problems. These models allow us to explore the relationship... View Details

Keywords: Mathematical Methods; Business Strategy

Research Summary

One aspect of my research is highly quantitative, based on the construction and analysis of psychometric instruments, and another relies on the qualitative data obtained from the interview process. I look upon both psychometric and interview-derived data in terms of a... View Details

March 1994 (Revised October 1994)
Case

Nissan Motor Co. Ltd.: Target Costing System

Describes Nissan's sophisticated target costing system in the context of new product introduction. On the basis of consumer analysis and a life cycle contribution study, Nissan conducts an exhaustive analysis of component costs to determine whether a new model can be... View Details

Keywords: Cost; Product Development; Manufacturing Industry; Auto Industry; Japan

18 May 2016
Cold Call Podcast

A Better World Through Brewing

Keywords: Re: Forest L. Reinhardt

2024
Working Paper

Contributing to Growth? The Role of Open Source Software for Global Startups

By: Nataliya Langburd Wright, Frank Nagle and Shane Greenstein

How does participating in open source software (OSS) communities spur entrepreneurial growth? To address this question, we analyze novel data matching accounts from GitHub—the largest OSS hosting platform—to the universe of global software venture-backed firms... View Details

Keywords: Applications and Software; Open Source Distribution; Entrepreneurship; Business Growth and Maturation; Human Capital; Valuation; Corporate Strategy

February 2019
Article

The Market for Financial Adviser Misconduct

By: Mark Egan, Gregor Matvos and Amit Seru

We construct a novel database containing the universe of financial advisers in the United States from 2005 to 2015, representing approximately 10% of employment of the finance and insurance sector. We provide the first large-scale study that documents the economy-wide... View Details

Keywords: Financial Advisors; Brokers; Consumer Finance; Financial Misconduct And Fraud; FINRA; Financial Institutions; Crime and Corruption; Organizational Culture; Personal Finance; Financial Services Industry

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Teaching Interest

Information in Financial Markets (Econ 970, Spring 2016)

Second-year undergraduate course covering various aspects of information propagation in financial markets. The course is divided into four units. We begin by covering canonical pricing anomalies that illustrate the importance of information distribution and... View Details

2016
Working Paper

The Search for Peer Firms: When Do Crowds Provide Wisdom?

By: Charles M.C. Lee, Paul Ma and Charles C.Y. Wang

In knowledge-based economies, many business enterprises defy traditional industry boundaries. In this study, we evaluate six "big data" approaches to peer firm identifications and show that some, but not all, "wisdom-of-crowd" techniques perform exceptionally well. We... View Details

Keywords: Peer Firm; EDGAR Co-search; Analyst Co-coverage; Wisdom Of Crowds; Performance Benchmarking; Crowd Of Crowds; Internet and the Web; Accounting

October 2008 (Revised September 2009)
Case

Consumer Lending in Japan: Citi CFJ (A)

By: J. Gunnar Trumbull and Akiko Kanno

Despite a tradition of high household savings, Japan has supported a dynamic and technically sophisticated consumer-lending sector. The high profitability of the sector has periodically attracted interest from domestic banks as well as international investors. Most... View Details

Keywords: Mergers and Acquisitions; Financing and Loans; Foreign Direct Investment; Personal Finance; Courts and Trials; Business and Government Relations; Banking Industry; Japan

September 2009
Article

Hidden Roadblocks in Cross-Border Talks

By: James K. Sebenius

While most analysts and dealmakers are aware of "cultural" differences in negotiations that cross national borders--different protocol and process expectations, differences in the role of the individual versus the group, differences in attitudes toward risk and time,... View Details

Keywords: Cross-Cultural and Cross-Border Issues; Negotiation Tactics; Risk Management; Time Management; Strategy; Governance; Performance Expectations; Attitudes; Culture; Decision Making

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August 2007 (Revised March 2008)
Case

Fiyta - The Case of a Chinese Watch Company

By: Regina M. Abrami, William C. Kirby, F. Warren McFarlan, Luc R. Wathieu, Gao Wang, Fei Li and Tracy Manty

Fiyta had long been on of China's foremost watch brands. However, as China's economy began to improve and the livelihood of many Chinese rose with it, their tastes began to change. Exposed to more luxurious foreign brands, many Chinese strived to purchase a Swiss or... View Details

Keywords: Brands and Branding; Product Marketing; Product Positioning; Demand and Consumers; Consumer Behavior; Consumer Products Industry; Electronics Industry; China

January 2021 (Revised March 2021)
Case

THE YES: Reimagining the Future of E-Commerce with Artificial Intelligence (AI)

By: Jill Avery, Ayelet Israeli and Emma von Maur

THE YES, a multi-brand shopping app launched in May 2020 offered a new type of buying experience for women’s fashion, driven by a sophisticated algorithm that used data science and machine learning to create and deliver a personalized store for every shopper, based on... View Details

Keywords: Data; Data Analytics; Artificial Intelligence; AI; AI Algorithms; AI Creativity; Fashion; Retail; Retail Analytics; E-Commerce Strategy; Platform; Platforms; Big Data; Preference Elicitation; Preference Prediction; Predictive Analytics; App Development; ＂Marketing Analytics＂; Advertising; Mobile App; Mobile Marketing; Apparel; Online Advertising; Referral Rewards; Referrals; Female Ceo; Female Entrepreneur; Female Protagonist; Analytics and Data Science; Analysis; Creativity; Marketing Strategy; Brands and Branding; Consumer Behavior; Demand and Consumers; Forecasting and Prediction; Marketing Channels; Digital Marketing; Internet and the Web; Mobile and Wireless Technology; AI and Machine Learning; E-commerce; Digital Platforms; Fashion Industry; Retail Industry; Apparel and Accessories Industry; Consumer Products Industry; United States

February 2024
Teaching Note

Data-Driven Denim: Financial Forecasting at Levi Strauss

Teaching Note for HBS Case No. 224-029. Levi Strauss & Co. (“Levi Strauss”) partnered with the IT services company Wipro to incorporate more sophisticated methods, such as machine learning, into their financial forecasting process starting in 2018. The decision to... View Details

Keywords: Forecasting; Regression; Machine Learning; Artificial Intelligence; Apparel; Corporate Finance; Forecasting and Prediction; AI and Machine Learning; Apparel and Accessories Industry; United States

December 2006 (Revised December 2007)
Case

The Vanderbilt University Endowment (2006)

By: Andre F. Perold and William T. Spitz

As with many modern-day large pools of capital, the Vanderbilt University endowment is significantly invested in alternative assets such as hedge funds, private equity, real estate, and natural resources. The endowment's investment committee chair is attempting to... View Details

Keywords: Higher Education; Asset Management; Financial Management; Financial Strategy; Investment Portfolio; Risk Management

May 2010
Supplement

Tremblant Capital Group Exhibits (CW)

By: Robin Greenwood

Brett Barakett, CEO and founder of Tremblant Capital Group, a New York-based hedge fund, must decide what to do with his fund's position in Green Mountain Coffee Roasters, which has dropped in value by more than 40 percent in recent months. Tremblant is a hedge fund... View Details

Keywords: Transformation; Decisions; Forecasting and Prediction; Cash Flow; Cost of Capital; Stocks; Investment Funds; Consumer Behavior; Business Strategy; Competitive Advantage; New York (state, US)

January 2015 (Revised July 2015)
Case

Jimmy Choo

By: Anat Keinan and Sandrine Crener

Jimmy Choo is a British luxury accessories brand, specializing in shoes, handbags, accessories, and fragrances. Founded in 1996 in London by couture shoe designer Jimmy Choo and Vogue accessories editor Tamara Mellon OBE, the brand enjoyed immediate success and rapidly... View Details

February 2023 (Revised March 2023)
Case

Hey, Insta & YouTube, Are You Watching TikTok?

By: Felix Oberholzer-Gee

In early 2023, the entertainment app TikTok reached close to 1 billion users globally, placing it 4th behind the leading social networks of Facebook, YouTube, and Instagram. Featuring a sophisticated recommendation engine, TikTok mastered the art of keeping users... View Details

Keywords: Social Media; Applications and Software; Business Model; Competition; Organizational Change and Adaptation

2012
Working Paper

FollowMe.IntDev.Com: International Development in the Blogosphere

By: Ryann Manning

This article explores online blogs as a new forum for discussing ideas and practices in international development. Based on a qualitative study of conversations that take place across multiple blogs, I conclude that the blogosphere combines features of a public sphere,... View Details

Keywords: Development Economics; Interpersonal Communication; Knowledge Acquisition; Experience and Expertise; Globalization; Blogs

April 2009
Case

Performance Management at Intermountain Healthcare

By: Richard M.J. Bohmer and Alexander Romney

Intermountain Healthcare is a 21-hospital integrated delivery system serving Utah and southern Idaho that is nationally recognized for its highly structured approach to managing the quality of clinical care. This case describes Intermountain's system for improving... View Details

Keywords: Financial Strategy; Health Care and Treatment; Standards; Service Delivery; Outcome or Result; Motivation and Incentives; Health Industry; Idaho; Utah

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