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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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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
- Research Summary
Entrepreneurial Failure
Most startups fail. Why? Are there recurring patterns that can be anticipated and avoided? If entrepreneurs fail, how can they do so in ways that leave their reputations, relationships, and integrity intact? And, how can they learn from the experience, heal, and... View Details
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Faith and Assimilation: Italian Immigrants in the U.S.
By: Stefano Gagliarducci and Marco Tabellini
How do ethnic religious organizations influence immigrant assimilation? To answer this question, we assemble novel data from the Catholic directories to measure the presence of Italian Catholic churches in the US between 1890 and 1920, when four million Italians moved... View Details
- Research Summary
FDI and Economic Growth: The Role of the Local Financial Markets (joint with Areendam Chanda, Sebnem Kalemli-Ozcan, Selin Sayek)
By: Laura Alfaro
In this paper, we examine the various links among foreign direct investment (FDI), financial markets, and economic growth. We explore whether countries with better financial systems can exploit FDI more efficiently. Empirical analysis, using cross-country data between... View Details
- Teaching Interest
Finance I
By: Archie L. Jones
This course examines the role of finance in supporting the functional areas of a firm, and fosters an understanding of how financial decisions themselves can create value.
Topics covered include:
- Basic analytical skills and principles of... View Details
- Research Summary
Financing New Business Formation
By: Paul A. Gompers
New business creation has become a potent force for economicdevelopment in the United States. Prior to 1980, large firms created the majority of new jobs in the American economy. While considerable debate rages over whether small firms are the source of recent job... 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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From Bupkis to Sechel in Health Care
By: Regina E. Herzlinger and Richard Boxer
Fifty years ago, famed economist Milton Friedman declared that “The social responsibility of business is to increase its profits.” This free market manifesto was adopted by the healthcare industry as well. But transactional has evolved into transformational with the... View Details
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Gender Disparities in Compensation of Practicing Cardiothoracic Surgeons: Analyzing the Society of Thoracic Surgeons Compensation Survey
By: Cherie P. Erkmen, Anastasiia K. Tompkins, Shanda Blackmon, Larry R. Kaiser, Susanna Gallani, Jennifer C. Romano, Thomas MacGillivray and Michael J. Mack
BACKGROUND: Gender-based pay disparity in compensation is widespread. In cardiothoracic
surgery, women earn between 71-84% of men’s salaries at comparable ranks. Limited data exist
on how factors like subspecialty, practice type, and work efforts contribute to these... View Details
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Geographies of Discontent: Public Service Deprivation and the Rise of the Far Right in Italy
By: Simone Cremaschi, Paula Rettl, Marco Cappelluti and Catherine E. De Vries
Electoral support for far-right parties is often linked to geographies of discontent.
We argue that public service deprivation, defined as reduced access to public services
at the local level, plays an important role in explaining these patterns. By exploiting
an... View Details
- Research Summary
Global Supply Chains: The Looming “Great Reallocation”
By: Laura Alfaro
Global supply chains have come under unprecedented stress as a result of US-China trade tensions, the Covid-19 pandemic, and geopolitical shocks. We document shifts in the pattern of US participation in global value chains over the last four decades, in terms of... View Details
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Governance of Interorganizational Exchange
By: Ranjay Gulati
In a series of papers, I examine the antecedents and consequences of governance choices in exchange relations. Using data from the automotive industry, a coauthor and I have examined the dynamics associated with the social and contractual structure of sourcing... View Details
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Growth and the Quality of Foreign Direct Investment: Is All FDI Equal? (joint with Andrew Charlton)
By: Laura Alfaro
In this paper we distinguish different qualities of FDI to re-examine the relationship between FDI and growth. Establishing the quality of FDI, however, is a difficult concept. Quality, that is the effect of a unit of FDI on economic growth, is a combination and... View Details
- Teaching Interest
Harvard Business Analytics Program
The Harvard Business Analytics Program is offered through a collaboration between Harvard Business School (HBS), the John A. Paulson School of Engineering and Applied Sciences (SEAS), and the Faculty of Arts and Sciences (FAS).
Designed for... 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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- Article
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
- Research Summary
India Transformed? Insights from the Firm Level 1988-2005 (with Anusha Chari)
By: Laura Alfaro
Using firm-level data this paper analyzes, the transformation of India’s economic structure following the implementation of economic reforms. The focus of the study is on publicly-listed and unlisted firms from across a wide spectrum of manufacturing and services... 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
- Research Summary
Inflation, Openness, and Exchange-Rate Regimes. The Quest for Short-Term Commitment
By: Laura Alfaro
This paper further tests Romers (1993) extension of Kydland and Prescotts (1977) predictions on dynamic-inconsistency problems with regard to open economies. In a panel data set, I find that openness does not seem to play a role in the short run in restricting... View Details