Publications
Publications
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Empirical Technology and Operations Management Course
I taught a set of lectures on "Introduction to Machine Learning for Social Scientists" as part of this required course for first year PhD students. This module familiarizes students with all the basic concepts in machine learning, their implementations, as well as the... View Details
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Energy Strategy
Forest L. Reinhardt is writing cases and other materials on the strategic problems and opportunitites faced by firms in the energy industry. Significant economies of scale and scope, combined with rapid technological change, present firms in the industry with a... View Details
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Energy, IT, real estate, and sustainability
Professor Henderson’s current research focuses on the energy, information technology, and real estate sectors and the challenges firms encounter as they attempt to act in more sustainable ways. This work is an outgrowth of her decade-long examination of the... View Details
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Engaging Customers with AI in Online Chats: Evidence from a Randomized Field Experiment
By: Shunyuan Zhang and Das Narayandas
We examine how artificial intelligence (AI) affected the productivity of customer service agents and customer sentiment in online interactions. Collaborating with a meal delivery company, we conducted a randomized field experiment that exploited exogenous variation in... View Details
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Entrepreneurial Finance
William A. Sahlman is examining the investment and financing decisions made at all stages in the development of entrepreneurial ventures. Related lines of inquiry concern the role of financial institutions in providing risk capital, and the role of government policy in... View Details
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Evolution of firm structure in vertical specialized technology supply chains
By: Willy C. Shih
The global market in many everyday products has been transformed by the internationalization of production. In many industries, semiconductors and electronic products in particular, a sequential mode of production has evolved in which goods are produced... View Details
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Executive Compensation
By: Susanna Gallani
In this line of work, Prof. Gallani explores the influence of external actors on the design and effectiveness of executive compensation. Prominent external actors she has examined in her work include compensation consultants, proxy advisory firms, and institutional... View Details
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Experiential Learning and Knowledge Mentors
Dorothy Leonard’s research on innovation and knowledge transfer has always emphasized learning by doing. During the past several years, she has been exploring how organizations can foster faster skills learning. While there are generational differences in... View Details
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Financial Markets and Corporate Governance
By: Dwight B. Crane
Corporate scandals beginning in the late 1990s focused renewed attention on corporate governance, but significant cracks in the governance system also contributed to recent problems. Deregulation and growth of financial markets, as well as changes in the competitive... View Details
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FinTech Lending and Cashless Payments
By: Pulak Ghosh, Boris Vallée and Yao Zeng
Borrower's use of cashless payments both improves their access to capital from FinTech lenders and predicts a lower probability of default. These relationships are stronger for cashless technologies providing more precise information, and for outflows. Cashless payment... View Details
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Fintech, Small Business & the American Dream: How Technology Is Transforming Lending and Shaping a New Era of Small Business Opportunity
By: Karen Mills
Fintech, Small Business & the American Dream describes the needs of small businesses for capital and demonstrates how technology—novel data sources, artificial intelligence, machine learning—will transform the small business lending market. This market has been... View Details
- Teaching Interest
Harvard Business Analytics Program: Operations and Supply Chain Management
By: Dennis Campbell
Digital technologies and data analytics are radically changing the operating model of an organization and how it connects to its broader supply chain and ecosystem. This course emphasizes managing product availability, especially in a context of rapid product... View Details
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Human-Algorithm Collaboration with Private Information: Naïve Advice Weighting Behavior and Mitigation
By: Maya Balakrishnan, Kris Ferreira and Jordan Tong
Even if algorithms make better predictions than humans on average, humans may sometimes have private information which an algorithm does not have access to that can improve performance. How can we help humans effectively use and adjust recommendations made by... View Details
- Teaching Interest
Immersive Field Course: China and Taiwan
By: Willy C. Shih
I designed this course to enable students to examine cross-strait issues between the Peoples Republic of China and the Republic of China—(Taiwan) at a critical juncture. Many products produced for the global marketplace—televisions, computers and computer components,... View Details
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Impact of Technology on Industry Structure and Competitive Strategy
Stephen Bradley’s research has focused for several years on the impact of technology on industry structure and competitive strategy. In particular he has been studying the convergence of information technology and telecommunications and how this convergence is... View Details
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In the Red: Overdrafts, Payday Lending and the Underbanked
By: Marco Di Maggio, Angela Ma and Emily Williams
The reordering of transactions from “high-to-low” is a controversial bank practice thought to maximize fees paid by low-income customers on overdrawn accounts. We exploit multiple class-action lawsuits resulting in mandatory changes to this practice, coupled with... View Details
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Industrial competitiveness in high tech and science-based businesses
By: Willy C. Shih
How do emerging economies develop industrial and technical capabilities that overtake those of advanced economies? Are there some industrial sectors that are especially susceptible to such targeting? What will it take to restore America’s... View Details
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Innovating in Energy: Learning from High-Potential Ventures
My work at HBS has always focused on high-potential ventures. Most recently, these have been professionally financed start-ups and buyouts in newly emerging energy and cleantech businesses. These ventures tend to be based on innovative insights into technology and... View Details
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- Article
Institutional Corporate Bond Pricing
By: Ishita Sen, Lorenzo Bretscher, Lukas Schmid and Varun Sharma
We propose an equilibrium corporate bond pricing model that accommodates the heterogeneity in institutional investors' preferences and mandates in an empirically tractable way. Our model, estimated on rich holdings data, quantifies investors' preferences and demand... View Details
Keywords: Corporate Bonds; Demand Systems; Insurance Companies; Mutual Funds; Liquidity; Bonds; Price; Investment Funds
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Internalizing Global Value Chains: A Firm-Level Analysis
By: Laura Alfaro
In recent decades, advances in information and communication technology and falling trade barriers have led firms to retain within their boundaries and in their domestic economies only a subset of their production stages. A key decision facing firms worldwide is the... View Details