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

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April 2012 (Revised October 2013)
Case

eBay, Inc. and Amazon.com (A)

By: Ramon Casadesus-Masanell and Anant Thaker

This case has been designed to explore strategic interactions among organizations with different business models. The case considers how a competitor successfully challenged the incumbent in a platform market defined by strong network effects and high switching costs.... View Details

March 2009 (Revised May 2009)
Background Note

Executing Strategy

By: J. Bruce Harreld

This is a note to introduce the principles for effectively implementing a new strategy. It emphasizes the interdependence of strategy and execution in developing and sustaining superior competitive performance. Primarily based on the notion that strategy should be a... View Details

Keywords: Alignment; Competitive Strategy; Management Teams

October 2014
Article

The Promise of Positive Optimal Taxation: Normative Diversity and a Role for Equal Sacrifice

By: Matthew Weinzierl

A prominent assumption in modern optimal tax research is that the objective of taxation is Utilitarian. I present new survey evidence that most people disagree with this assumption, preferring tax policies based at least in part on a classic alternative objective: the... View Details

Keywords: Taxation; Theory

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September 2016
Article

History-based versus Uniform Pricing in Growing and Declining Markets

By: Oz Shy, Rune Stenbacka and David Hao Zhang

We analyze the Markov Perfect Equilibria of an infinite-horizon overlapping generations model with consumer lock-in to compare the performance of history-based and uniform pricing in growing and declining markets. Under history-based pricing, firms charge higher prices... View Details

Keywords: History-based Pricing; Introductory Discount; Uniform Pricing; Consumer Lock-in; High Switching Costs; Demand and Consumers; Competition; Price; Market Entry and Exit; Product Marketing

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14 Feb 2023
HBS Case

Is Sweden Still 'Sweden'? A Liberal Utopia Grapples with an Identity Crisis

policy: An active national government with a desire to achieve an equitable distribution of income and wealth; a generous social welfare system financed by taxes; and a shared structure of corporate control by business, labor, and the... View Details

Keywords: by Lane Lambert

November 2015
Article

The Highest Form of Intelligence: Sarcasm Increases Creativity for Both Expressers and Recipients

By: Li Huang, F. Gino and Adam D. Galinsky

Sarcasm is ubiquitous in organizations. Despite its prevalence, we know surprisingly little about the cognitive experiences of sarcastic expressers and recipients or their behavioral implications. The current research proposes and tests a novel theoretical model in... View Details

Keywords: Creativity; Cognition and Thinking

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2021
Working Paper

The Value of Intermediation in the Stock Market

By: Marco Di Maggio, Mark Egan and Francesco Franzoni

We estimate a structural model of broker choice to quantitatively decompose the value that institutional investors attach to broker services. Studying over 300 million institutional equity trades, we find that investors are sensitive to both explicit and implicit... View Details

Keywords: Financial Intermediation; Institutional Investors; Research Analysts; Broker Networks; Equity Trading; Institutional Investing; Financial Services Industry

November 1999
Case

Long-Term Capital Management, L.P. (C)

By: Andre F. Perold

Long-Term Capital Management, L.P. (LTCM) was in the business of engaging in trading strategies to exploit market pricing discrepancies. Because the firm employed strategies designed to make money over long horizons--from six months to two years or more--it adopted a... View Details

Keywords: Fluctuation; Capital; Financial Liquidity; Financing and Loans; Investment Funds; Investment Portfolio; Corporate Governance; Governing Rules, Regulations, and Reforms; Management; Risk Management; Markets; Motivation and Incentives; Financial Services Industry

Article

Corruption and Firms

By: Emanuele Colonnelli and Mounu Prem

We estimate the causal real economic effects of a randomized anti-corruption crackdown on local governments in Brazil using rich micro-data on corruption and firms. After anti-corruption audits, municipalities experience an increase in the number of firms concentrated... View Details

Keywords: Crime and Corruption; Economy; Business and Government Relations; Policy; Brazil

Article

No Taxation Without Information: Deterrence and Self-Enforcement in the Value Added Tax

By: Dina Pomeranz

Claims that the VAT facilitates tax enforcement by generating paper trails on transactions between firms contributed to widespread VAT adoption worldwide, but there is surprisingly little evidence. This paper analyzes the role of third-party information for VAT... View Details

Keywords: Taxation; Product Development; Chile

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2017
Working Paper

Rethinking Measurement of Pay Disparity and its Relation to Firm Performance

By: Ethan Rouen

I develop measures of firm-level pay disparity and examine their relation to firm accounting performance. Using comprehensive compensation data for a large sample of firms, I find no statistically significant relation between the ratio of CEO-to-mean employee... View Details

Keywords: Pay Disparity; Pay Ratio; CEO Pay Ratio; Income Inequality; Executive Compensation; Wages; Equality and Inequality; Business Ventures; Performance

February 2017
Case

Valerie Daniels-Carter: High Growth Entrepreneurship via Franchising

By: Steven Rogers and Alyssa Haywoode

This case looks at entrepreneurship via franchising through the leadership of an African-American entrepreneur who owns almost 150 stores including Burger King, Pizza Huts, and Auntie Anne’s Pretzels. Her company is the largest female-owned franchise business in the... View Details

Keywords: Giving And Philanthropy; Weather And Climate Change; Franchise Ownership; Family Business; Experience and Expertise; Decisions; Borrowing and Debt; Food; Philanthropy and Charitable Giving; Business History; Climate Change; Motivation and Incentives; Food and Beverage Industry

2023
Article

Towards Bridging the Gaps between the Right to Explanation and the Right to Be Forgotten

By: Himabindu Lakkaraju, Satyapriya Krishna and Jiaqi Ma

The Right to Explanation and the Right to be Forgotten are two important principles outlined to regulate algorithmic decision making and data usage in real-world applications. While the right to explanation allows individuals to request an actionable explanation for an... View Details

Keywords: Analytics and Data Science; AI and Machine Learning; Decision Making; Governing Rules, Regulations, and Reforms

Research Summary

Time Varying Expected Returns, Stochastic Dividend Yields, and Default Probabilities: Linking the Credit Risk and Equity Literature (with George Chacko and Jens Hilscher)

In standard structural bond pricing models, the firm defaults once the market value of assets has fallen below a threshold. Expected returns, or at least dividend yields, are assumed to be constant, which implies that any asset value movement is permanent and has the... View Details

November 2009
Journal Article

A Theory of Growth and Volatility at the Aggregate and Firm Level

By: Diego A. Comin and Sunil Mulani

This paper presents an endogenous growth model that explains the evolution of the first and second moments of productivity growth at the aggregate and firm level during the post-war period. Growth is driven by the development of both (i) idiosyncratic R&D innovations... View Details

Keywords: Volatility; Microeconomics; Innovation and Invention; Growth and Development Strategy; Resource Allocation; Performance Productivity; Mathematical Methods; Research and Development

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2018
Working Paper

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: Bubbles; Price Bubble; Mathematical Methods

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

February 2015
Case

Continental Hope Group

By: Christopher Marquis and Qi Li

This case provides an opportunity to examine and discuss how a traditional Chinese private business was launched and developed into a globalizing, multi-industry corporation. It also highlights how second generation entrepreneurs successfully developed an innovative... View Details

Keywords: Globalization; China; Technology; Real Estate; Talent Retention; Incentives; Talent and Talent Management; Diversification; Family Business; Business Growth and Maturation; Entrepreneurship; Global Strategy; Construction Industry; Tourism Industry; Energy Industry; Real Estate Industry; Chemical Industry; China

January 2020
Case

SK Group: Social Progress Credits

By: George Serafeim, Ethan Rouen and David Freiberg

SK Group was one of the largest companies South Korea. A family-run conglomerate consisting of around 120 subsidiaries and employing more than 100,000, SK was tightly knit into the fabric of Korean society. SK viewed their future success as contingent upon the strength... View Details

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