Generalized Additive Model - Publications - Faculty & Research - Harvard Business School

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December 2007
Article

Fair (and Not So Fair) Division

By: John W. Pratt

Drawbacks of existing procedures are illustrated and a method of efficient fair division is proposed that avoids them. Given additive participants' utilities, each item is priced at the geometric mean (or some other function) of its two highest valuations. The... View Details

Keywords: Price; Management Practices and Processes; Valuation

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2024
Working Paper

Consumer Inertia and Market Power

By: Alexander MacKay and Marc Remer

We study the pricing decisions of firms in the presence of consumer inertia. Inertia, which can arise from habit formation, brand loyalty, and switching costs, generates dynamic pricing incentives. These incentives mediate the impact of competition on market power in... View Details

Keywords: Consumer Inertia; Market Power; Dynamic Competition; Demand Estimation; Consumer Behavior; Markets; Performance; Competition; Price

January 1996 (Revised March 2000)
Case

R.R. Donnelley & Sons: The Digital Division

By: David A. Garvin and Artemis March

In June 1995, Barbara Schetter, VP and general manager of R.R. Donnelley's Digital Division, is struggling to gain acceptance from other groups and divisions at the printing giant. The Digital Division employs radically new technology--digital printing presses and... View Details

Keywords: Business Divisions; Business Model; Business Plan; Leading Change; Problems and Challenges; Groups and Teams; Technology Adoption; Value Creation

August 2012
Case

Polar Sports, Inc.

By: W. Carl Kester and Wei Wang

Polar Sports, Inc. is a fashion skiwear manufacturing company in Littleton, Colorado. The company has a unique design for skiwear using a special synthetic material that improves insulation and durability. The ski apparel industry is highly competitive and the best way... View Details

Keywords: Production; Decision Choices and Conditions; Competitive Strategy; Corporate Finance; Manufacturing Industry; Apparel and Accessories Industry; Sports Industry; Colorado

January 2015 (Revised January 2018)
Technical Note

Note on Comparative Capitalism

By: Clayton S. Rose and Rebecca Henderson

This note draws on academic work, as well as social and economic data across several countries, to provide a basic understanding of some of the differences among capitalist systems. It begins with a description of the system of capitalism, and characteristics that to a... View Details

Keywords: Capitalism; Global; Economic Systems; Global Range; Japan; Germany; China; United States; Sweden

02 Jul 2009
Working Paper Summaries

Technology Innovation and Diffusion as Sources of Output and Asset Price Fluctuations

Keywords: by Diego A. Comin, Mark Gertler & Ana Maria Santacreu; Technology

13 Apr 2007
Working Paper Summaries

Incorporating Price and Inventory Endogeneity in Firm-Level Sales Forecasting

Keywords: by Saravanan Kesavan, Vishal Gaur & Ananth Raman; Retail

30 May 2023
Research & Ideas

Can AI Predict Whether Shoppers Would Pick Crest or Colgate?

but large language models like generative pre-trained transformers (GPTs) may allow companies to rely on AI to uncover consumers’ tastes, according to new research from Harvard Business School and Microsoft.... View Details

Keywords: by Kristen Senz

March 2021
Article

The Variation in Capacity Remuneration Requirements in European Electricity Markets

By: Conor Hickey, Derek Bunn, Paul Deane, Celine McInerney and Brian O' Gallachoir

This paper provides the first EU wide analysis of the variation in Capacity Remuneration Requirements throughout Europe which aim to resolve the “missing money” problems in various member states. The findings of this analysis point to an asymmetric investment case for... View Details

Keywords: Environmental Regulation; Investment; Utilities Industry; Europe

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July 2022
Case

Yinglan Tan: Scaling a Venture Capital Firm in Southeast Asia

By: Josh Lerner and Richard Zhu

Yinglan Tan considered the future of his young Singapore-based venture capital firm. On the one hand, the intuition that was behind the initial creation of Insignia in 2017 had been proven correct. The venture capital market in Southeast Asia had grown rapidly, driven... View Details

Keywords: E-commerce; Scalability; Globalized Markets and Industries; Venture Capital; International Finance; Growth and Development; Expansion

April 2023
Article

The Preference Survey Module: A Validated Instrument for Measuring Risk, Time, and Social Preferences

By: Armin Falk, Anke Becker, Thomas Dohmen, David B. Huffman and Uwe Sunde

Incentivized choice experiments are a key approach to measuring preferences in economics but are also costly. Survey measures are a low-cost alternative but can suffer from additional forms of measurement error due to their hypothetical nature. This paper seeks to... View Details

Keywords: Survey Validation; Experiment; Preference Measurement; Surveys; Economics; Behavior; Measurement and Metrics

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February 2008 (Revised March 2008)
Case

Terumo (A)

By: David Godes, Masako Egawa and Mayuka Yamazaki

Terumo faces two challenges: how to sell its catheter products in the U.S. and its new “Solution Pack” in its domestic market, Japan. The case provides rich detail on the firm's evolution from a manufacturer of thermometers to a seller of commodity products like... View Details

Keywords: Organizational Change and Adaptation; Expansion; Global Strategy; Sales; Medical Devices and Supplies Industry; Japan; United States

01 Oct 2021
Research & Ideas

Dying to Lead: How Reaching the Top Can Kill You Sooner

demands. "What we’re beginning to understand is that life at the top isn’t that easy." The historical study by Harvard Business School Professor Tom Nicholas, who tracked the status and mortality rates of more than 1,000 managers and other employees at View Details

Keywords: by Jay Fitzgerald

Forthcoming
Article

Enterprise Resource Planning (ERP) System Implementations and Corporate Misconduct

By: Jonas Heese and Joseph Pacelli

This study examines whether enterprise resource planning (ERP) implementations are associated with reductions in corporate misconduct. Specifically, we study the relation between staggered facility-level rollouts of ERP systems and facility-level regulatory violations... View Details

Keywords: Accounting; Governing Rules, Regulations, and Reforms; Governance Compliance

August 2024
Case

DBS' AI Journey

By: Feng Zhu, Harold Zhu and Adina Wong

Headquartered in Singapore, DBS Bank, one of Asia's leading financial services groups, embarked on a multi-year digital transformation under CEO Piyush Gupta in 2014. It was then that DBS also began experimenting with AI to drive value for the business and customers.... View Details

Keywords: Corporate Governance; AI and Machine Learning; Digital Transformation; Risk Management; Value Creation; Banking Industry; Financial Services Industry; Asia; Singapore

March 2010
Article

Does Foreign Direct Investment Promote Growth? Exploring the Role of Financial Markets on Linkages

By: Laura Alfaro, Sebnem Kalemli-Ozcan, Areendam Chanda and Selin Sayek

Do multinational companies generate positive externalities for the host country? The evidence so far is mixed varying from beneficial to detrimental effects of foreign direct investment (FDI) on growth, with many studies that find no effect. In order to provide an... View Details

Keywords: Foreign Direct Investment; Multinational Firms and Management; Financial Markets; Value; Stock Shares; Development Economics

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September 2021
Article

Diagnostic Bubbles

By: Pedro Bordalo, Nicola Gennaioli, Spencer Yongwook Kwon and Andrei Shleifer

We introduce diagnostic expectations into a standard setting of price formation in which investors learn about the fundamental value of an asset and trade it. We study the interaction of diagnostic expectations with two well-known mechanisms: learning from prices and... View Details

Keywords: Bubble; Speculation; Diagnostic Expectations; Price Bubble; Mathematical Methods

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October 2016
Case

The Quiet Ascension of LA Fitness

By: John R. Wells and Gabriel Ellsworth

In 2016, LA Fitness was the largest chain of non-franchised fitness clubs in North America, operating 676 clubs, serving 4.9 million members, and generating revenues of over $1.9 billion. Founded by Chinyol Yi, Louis Welch, and Paul Norris in 1984, the privately held... View Details

Keywords: LA Fitness; Health Clubs; Fitness; Gyms; Chain; Exercise; Personal Training; Retention; Bally Total Fitness; 24 Hour Fitness; Planet Fitness; Buildings and Facilities; Acquisition; Business Growth and Maturation; Business Model; For-Profit Firms; Customers; Customer Focus and Relationships; Customer Satisfaction; Demographics; Age; Gender; Income; Residency; Borrowing and Debt; Capital; Capital Structure; Cash; Cash Flow; Cost; Private Equity; Financial Condition; Financial Liquidity; Financing and Loans; Investment Return; Price; Profit; Revenue; Geographic Location; Geographic Scope; Multinational Firms and Management; Business History; Employees; Recruitment; Selection and Staffing; Human Capital; Contracts; Business or Company Management; Goals and Objectives; Growth and Development Strategy; Market Entry and Exit; Operations; Service Operations; Leasing; Private Ownership; Problems and Challenges; Sales; Salesforce Management; Situation or Environment; Opportunities; Sports; Strategy; Business Strategy; Competition; Competitive Strategy; Competitive Advantage; Corporate Strategy; Expansion; Segmentation; Information Technology; Mobile Technology; Technology Platform; Health Industry; United States; California; Los Angeles

05 Sep 2006
Working Paper Summaries

Optimal Reserve Management and Sovereign Debt

Keywords: by Laura Alfaro & Fabio Kanczuk

October 1987 (Revised September 1992)
Case

Hurricane Island Outward Bound School

Hurricane Island Outward Bound, a small, nonprofit school that helped pioneer experiential education in the United States, has recently recovered from a financial crisis. Students take the role of the school's new marketing manager, who is preparing his first marketing... View Details

Keywords: Demand and Consumers; Nonprofit Organizations; Marketing Strategy; Education; Education Industry; United States

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