Optimism - Publications - Faculty & Research - Harvard Business School

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Research Summary

Customer Management in Business-to-Business Markets

By: Das Narayandas

Das Narayandas is engaged in ongoing research on vendor firms' management of long-term customer relationships. The initial phase of his research involved identifying vendors that stood to benefit from long-term relationships with select sets of customers and... View Details

October 2009
Journal Article

Testing the Commitment Hypothesis in Contractual Settings: Evidence from Soccer

By: Oriol Carbonell and Diego A. Comin

This paper designs and implements an empirical test to discern whether the parties to a contract are able to commit not to renegotiate their agreement. We study optimal contracts with and without commitment and derive an exclusion restriction that is useful to identify... View Details

Keywords: Contracts; Agreements and Arrangements; Research; Sports Industry; Spain

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January 2015
Case

Chevron Under Fire

By: George Serafeim, Rebecca Henderson and Christine Snively

Oil giant, Chevron, faced numerous challenges on environmental, social and governance (ESG) grounds in the first decade of the 21st century, including some major lawsuits and actions by NGOs. The case describes those challenges and raises questions about what is the... View Details

Keywords: Carbon Tax; Oil And Gas; Environment; Drilling; Governance; Business or Company Management; Corporate Social Responsibility and Impact; Corporate Strategy; Environmental Sustainability; Energy Sources; Mining Industry; Energy Industry

Research Summary

Learning Agility

This research in both field and experimental settings is targeted at examining whether and how employees in the 'midst of learning' are aware of the optimal learning behavior as well as determining if this awareness does indeed increase learning agility. Further,... View Details

November 1990 (Revised June 1993)
Background Note

Price-Quantity Determination

Examines the important economic considerations affecting a firm's price-quantity decision for a product. Begins with a discussion of the appropriate decision criterion. Next, it motivates the concept of a demand curve for a product and defines demand elasticity.... View Details

Keywords: Price; Accounting

March 1997
Article

Transactions Costs and Capital Structure Choice: Evidence from Financially Distressed Firms

By: S. C. Gilson

This study provides evidence that transactions costs discourage debt reductions by financially distressed firms when they restructure their debt out of court. As a result, these firms remain highly leveraged and one-in-three subsequently experience financial distress.... View Details

Keywords: Cost; Capital Structure; Decision Choices and Conditions; Information; Finance; Business Ventures

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June 2013 (Revised January 2016)
Case

Château Margaux: Launching the Third Wine

By: Elie Ofek and Eric E. Vogt

Château Margaux, one of only five prestigious estates in the Bordeaux Medoc wine region to have been classified as a "first-growth", is facing a host of strategic decisions in early 2013. Up until this point the estate had been selling two red wines, a first wine whose... View Details

Keywords: New Product Launch; Marketing Plan; Brand Management; Go To Market Strategy; Channels Of Distribution; Wine Industry; Marketing Strategy; Distribution Channels; Product Launch; Brands and Branding; Agriculture and Agribusiness Industry; Food and Beverage Industry; France

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

Article

Faithful and Customizable Explanations of Black Box Models

By: Himabindu Lakkaraju, Ece Kamar, Rich Caruana and Jure Leskovec

As predictive models increasingly assist human experts (e.g., doctors) in day-to-day decision making, it is crucial for experts to be able to explore and understand how such models behave in different feature subspaces in order to know if and when to trust them. To... View Details

Keywords: Interpretable Machine Learning; Black Box Models; Decision Making; Framework

Article

Analyzing Scrip Systems

By: Kris Johnson, David Simchi-Levi and Peng Sun

Scrip systems provide a nonmonetary trade economy for exchange of resources. We model a scrip system as a stochastic game and study system design issues on selection rules to match potential trade partners over time. We show the optimality of one particular rule in... View Details

Keywords: ＂Repeated Games＂; Stochastic Trust Game; Dynamic Program; P2P Lending; Scrip Systems; Artificial Currency; Non-monetary Trade Economies; Marketplace Matching; Currency; Operations; Game Theory

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TeachingInterests

Scaling Ventures, HBS Online

By: Jeffrey F. Rayport

This course is for startup founders and senior leaders who have achieved product-market fit and now need to successfully guide their company through cycles of rapid growth and organizational change. Topics include optimal growth rate, recruiting and motivating... View Details

November 2004
Tutorial

Principles of Microeconomics for Strategists

By: Felix Oberholzer-Gee, Pai-Ling Yin and Elizabeth Raabe

Reviews microeconomic principles from a business strategy perspective, using the digital music industry as context. Contains three modules: demand, supply, and equilibrium. The demand module discusses the willingness to pay, market demand, price elasticity, and... View Details

Keywords: Business Strategy; Supply and Industry; Demand and Consumers; Microeconomics; Balance and Stability; Price; Cost; Revenue; Music Industry

2021
Working Paper

First Law of Motion: Influencer Video Advertising on TikTok

By: Jeremy Yang, Juanjuan Zhang and Yuhan Zhang

This paper engineers an intuitive feature that is predictive of the causal effect of influencer video advertising on product sales. We propose the concept of m-score, a summary statistic that captures the extent to which a product is advertised in the most engaging... View Details

Keywords: Influencer Advertising; Video Advertising; Computer Vision; Machine Learning; Advertising; Online Technology

Program

Competing in the Age of AI—Virtual

optimize the learning experience and maximize the exchange of ideas, our Admissions Committee makes selections that balance each participant's experience, scope of current responsibilities, and type of organization. HBS seeks candidates... 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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2008
Working Paper

Behavioral Aspects of Price Setting, and Their Policy Implications

By: Julio J. Rotemberg

This paper starts by discussing consumers' cognitive and emotional reaction to posted prices. Cognitively, some consumers do not appear to make effective use of price information to maximize their consumption-based utility. Emotionally, prices can induce regret and... View Details

Keywords: Inflation and Deflation; Price; Policy; Laws and Statutes; Consumer Behavior; Emotions

January 2003 (Revised September 2007)
Background Note

A Note on Racing to Acquire Customers

By: Thomas R. Eisenmann

Examines factors that motivate a firm's race to acquire customers in newly emerging markets and explores conditions under which racing strategies are likely to yield attractive returns. Provides a definition of racing behavior, introduces the notion of an optimal level... View Details

Keywords: Customers; Price Bubble; Network Effects; Emerging Markets; Market Entry and Exit; Behavior; Competition

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