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- Research Summary
Adoption of Machine Learning Models in Real World Decision Making
The goal of this research is to assess the impact of deploying machine learning models in real world decision making in domains such as health care. View Details
- Forthcoming
- Article
An AI Method to Score Celebrity Visual Potential from Human Faces
By: Flora Feng, Shunyuan Zhang, Xiao Liu, Kannan Srinivasan and Cait Lamberton
It has long been a mantra of marketing practice that, particularly in low-involvement situations, spokespeople should be physically attractive. This paper suggests there is a higher probability of gaining fame and influence (i.e., celebrity potential) than is captured... View Details
- Forthcoming
- Article
Beefing IT Up for Your Investor? Engagement with Open Source Communities, Innovation, and Startup Funding: Evidence from GitHub
By: Annamaria Conti, Christian Peukert and Maria P. Roche
We study the engagement of nascent firms with open source communities and its implications for innovation and attracting funding. To do so, we link data on 160,065 U.S. startups from Crunchbase to their activities on the open source software development platform... View Details
- Forthcoming
- Article
Branch-and-Price for Prescriptive Contagion Analytics
By: Alexandre Jacquillat, Michael Lingzhi Li, Martin Ramé and Kai Wang
Contagion models are ubiquitous in epidemiology, social sciences, engineering, and management. This paper formulates a prescriptive contagion analytics model where a decision maker allocates shared resources across multiple segments of a population, each governed by... View Details
- Research Summary
Business Strategy at the Base of the Pyramid
Rangan is studying how businesses create value for the 4.2 billion low income, and poorer income residents at the base of the global income pyramid. These are individuals who live on less than $5/day. Providing food, water, sanitation, healthcare, education, skills... View Details
- Research Summary
Capital Controls, Risk and Liberalization Cycles (joint with Fabio Kanczuk)
By: Laura Alfaro
We construct an Overlapping-Generations model where agents vote on whether to open or close the economy to international capital flows. Political decisions are shaped by the risk over capital and labor returns. In an open economy, the capitalists (old) completely hedge... View Details
- Forthcoming
- Article
Catching Outliers: Committee Voting and the Limits of Consensus When Financing Innovation
By: Andrey Malenko, Ramana Nanda, Matthew Rhodes-Kropf and Savitar Sundaresan
We document that investment committees of major VCs use a voting rule where one partner `championing' an early-stage investment is sufficient to invest. Their stated reason for this rule is to `catch outliers'. The same VCs use a more conventional `majority' rule for... View Details
- Forthcoming
- Article
Collusion in Brokered Markets
By: John William Hatfield, Scott Duke Kominers and Richard Lowery
High commissions in the U.S. residential real estate agency market present a puzzle for economic theory because brokerage is not a concentrated industry. We model brokered markets as a game in which agents post prices for customers and then choose which other agents to... View Details
Keywords: Real Estate Agents; Real Estate; Realtors; Broker Networks; Brokerage; Brokerage Commissions; ＂Brokerage Industry; Brokered Markets; Brokering; Brokers; Industrial Organization; Repeated Game Framework; ＂Repeated Games＂; Collusion; Antitrust; Microeconomics; Market Design; Theory; Game Theory; Real Estate Industry
- Research Summary
Come Together: Firm Boundaries and Delegation
By: Laura Alfaro
We develop an incomplete-contracts model to jointly study firm boundaries and the allocation of decision rights within them. Integration has an option value: it gives firm owners authority to delegate or centralize decision rights, depending on who can best solve... View Details
- Research Summary
Competing business models
Building on the literatures on competitive positioning and the theory of industrial organization, my work seeks to tackle previously unaddressed questions by studying situations where firms compete in dissimilar ways. Some examples of these questions include:View Details
- Forthcoming
- Article
Crisis Interventions in Corporate Insolvency
By: Samuel Antill and Christopher Clayton
We model the optimal resolution of insolvent firms in general equilibrium. Collateral-constrained banks lend to (i) solvent firms to finance investments and (ii) distressed firms to avoid liquidation. Liquidations create negative fire-sale externalities. Liquidations... View Details
- Research Summary
Customer-Centricity as a Vehicle for Organic Growth
By: Ranjay Gulati
This body of work examines the mechanics of how firms grow profitably in commoditizing markets. Underlying the "customer-centricity" that many firms embrace today is a factor that will determine their success with this effort: enabling collaboration across... View Details
- Research Summary
Debt Maturity: Is Long-Term Debt Optimal? (with Fabio Kanczuk)
By: Laura Alfaro
We model and calibrate the arguments in favor and against short-term and long-term debt. These arguments broadly include: maturity-term premium, tax smoothing, rolling over risk and the cost from defaulting. We use a dynamic equilibrium model with tax distortion,... View Details
- Research Summary
Deep Indicators of Business Model Success
By: James L. Heskett
The purpose of this study is to develop ways of helping practitioners identify and measure deep indicators of success in the business models being pursued by their organizations. The hypothesis is that success is dependent on these deep indicators. The indicators are... View Details
- Teaching Interest
Demystifying the Family Enterprise
This course is primarily designed for students who are pursuing a career in family run businesses, family owned businesses, investment roles in family offices, or students that might invest in or wholly purchase a family owned business through a private equity firm,... View Details
- Research Summary
Design Driven Innovation
By: Roberto Verganti
Firms, managers and scholars have often balanced between two approaches to innovation: user centered (where incremental innovation is pulled by the market) and technology push (where innovation comes from breakthrough development in technologies). However there is a... View Details
- Teaching Interest
Development Economics (PhD)
By: Shawn A. Cole
This course, intended for second-year PhD students in economics and related fields, is taught by Michael Kremer, Phillippe Aghion, and Shawn Cole.
Part I (Kremer) of the course will cover macro-economic topics including aggregate and non-aggregate growth... View Details
- Teaching Interest
Digital Innovation and Transformation – MBA Elective Curriculum
By: Feng Zhu
Digital Innovation and Transformation is designed to equip students to confidently help conceive, lead and execute digital innovation initiatives and develop new business models for existing and insurgent organizations. The basic premise of the course... View Details
- Teaching Interest
Doing Business in Africa
By: John D. Macomber
This course introduces frameworks and models for smart and focused investing and operations across sectors, nations, industries, and time frames in Africa. Students will learn tools and skills to help navigate the business landscape of Africa in terms of selection... View Details
Keywords: Africa
- Teaching Interest
Driving Digital Strategy (DIGS)
By: Sunil Gupta
Digital technologies have changed the way consumers search for information, communicate with each other, and buy products. Rapid changes in technology and consumer behavior have had a profound impact on business models and marketing practices. This program equips... View Details