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  • 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
  • Research Summary

Hybrid organizing

By: Julie Battilana

While historically the commercial and social sectors have evolved on fairly separate tracks, over the last 30 years we have witnessed a blurring of the boundaries between these two sectors. In an effort to account for this transition, Professor Battilana’s second... View Details

  • Forthcoming
  • Article

Imagining the Future: Memory, Simulation and Beliefs

By: Pedro Bordalo, Giovanni Burro, Katherine B. Coffman, Nicola Gennaioli and Andrei Shleifer
How do people form beliefs about novel risks, with which they have little or no experience? Motivated by survey data on beliefs about Covid we collected in 2020, we build a model based on the psychology of selective memory. When a person thinks about an event,... View Details
Keywords: Expectations; Memory; COVID-19 Pandemic; Risk and Uncertainty; Cognition and Thinking
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  • 2024
  • Chapter

Inflation and Misallocation in New Keynesian Models

By: Alberto Cavallo, Francesco Lippi and Ken Miyahara
The New Keynesian framework implies that sluggish price adjustment results in a distorted allocation of resources. We use a simple model to quantify these unobservable distortions, using data that depict the price-setting behavior of firms, specifically the frequency... View Details
Keywords: Macroeconomics; Inflation and Deflation; Price; Analytics and Data Science; Cost
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  • Forthcoming
  • Book

Innovating in Healthcare: Creating Breakthrough Tech, Services, Drugs, Products, and Business Models

By: Regina E. Herzlinger
Innovating in Healthcare offers effective approaches for designing, reworking, and implementing innovative healthcare services, products, and business models. It will help anyone working in healthcare service or product development, from hospitals to startups,... View Details
Keywords: Health Care and Treatment; Service Delivery; Product Development; Business Model; Innovation and Invention; Health Industry
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  • Research Summary

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
  • Teaching Interest

Interpretability and Explainability in Machine Learning

By: Himabindu Lakkaraju

As machine learning models are increasingly being employed to aid decision makers in high-stakes settings such as healthcare and criminal justice, it is important to ensure that the decision makers correctly understand and consequent trust the functionality of these... View Details

  • 14 Aug 2017
  • Conference Presentation

Interpretable and Explorable Approximations of Black Box Models

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

Intra-Industry Foreign Direct Investment (joint with Andrew Charlton)

By: Laura Alfaro
We identify a new type of vertical foreign direct investment (FDI) made up of multinational subsidiaries producing intermediate inputs, which are of similar skill intensity to the final goods produced by their parents, and which are overwhelmingly located in high skill... View Details
  • Teaching Interest

Investing: Risk, Return and Impact (MBA)

By: Shawn A. Cole

This is an investing/finance course, designed to build on skills introduced in the RC finance course, but with an emphasis on how and whether investors should incorporate what have traditionally been considered “non-financial” criteria in their decisions: for... View Details

  • Teaching Interest

Launching New Ventures—Jump-Starting Innovation for Entrepreneurs and Business Owners (Executive Education)

By: William R. Kerr
Starting up a new venture amid rapid change is fraught with challenges. Whether you are starting a new business, launching a new business line, or building an entrepreneurial culture within a small-to-midsize company, this program provides a new perspective and core... View Details
  • Research Summary

Long-Run Performance Following Equity Issue

By: Paul A. Gompers
In an effort to establish how the transition from private to public firm affects performance, Paul A. Gompers is examining the long-run performance of companies that issue equity in an initial public or seasoned offering. He is also attempting to determine whether... View Details
  • Research Summary

Making Machine Learning Models Fair

By: Himabindu Lakkaraju
The goal of this research direction is to ensure that the machine learning models we build and deploy do not discriminate against individuals from minority groups. View Details
  • Research Summary

Making Machine Learning Models Interpretable

By: Himabindu Lakkaraju
I work on developing various tools and methodologies which can help decision makers (e.g., doctors, managers) to better understand the predictions of machine learning models. View Details
  • Research Summary

Making Machine Learning Robust to Adversarial Attacks

By: Himabindu Lakkaraju
The goal of this research is to ensure that machine learning models that we build and deploy are not easily susceptible to attacks by adversarial or malicious entities. View Details
  • Research Summary

Managing Marketspace Service Interfaces

By: Jeffrey F. Rayport

Jeffrey F. Rayport is focusing on the strategic challenges that face businesses selling information-intensive products and services. A key strategic issue in such businesses is the dematerialization of information-intensive products and services as a consequence of... View Details

  • Teaching Interest

Managing Service Operations - MBA Elective Curriculum

By: Ryan W. Buell

World-class service organizations deeply understand the needs and behaviors of their customers, and design, manage, and improve their operating models accordingly. This course investigates the distinct challenges inherent in leading service operations, which make up... View Details

Keywords: Service Delivery; Customer Satisfaction; Customer Loyalty; Quality; Employees; Service Models; Service Industry
  • 2023
  • Chapter

Marketing Through the Machine’s Eyes: Image Analytics and Interpretability

By: Shunyuan Zhang, Flora Feng and Kannan Srinivasan
he growth of social media and the sharing economy is generating abundant unstructured image and video data. Computer vision techniques can derive rich insights from unstructured data and can inform recommendations for increasing profits and consumer utility—if only the... View Details
Keywords: Transparency; Marketing Research; Algorithmic Bias; AI and Machine Learning; Marketing
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  • Teaching Interest

MBA Elective Curriculum-- Competing Through Business Models

By: Ramon Casadesus-Masanell

The  words  “business  model”  are  inescapable  in  our  daily  fare of  business  news.  These  two ubiquitous words seemed to effortlessly rise up to prominence during the dot-com boom of the late 1990s. When businesspeople, journalists, academics, and other... View Details

Keywords: Business Model; Strategy; Competitive Strategy
  • Teaching Interest

MBA Required Curriculum Leadership and Organizational Behavior (LEAD)

By: Rakesh Khurana

This course focuses on how managers become effective leaders by addressing the human side of enterprise.

The first modules examine teams, individuals, and networks in the context of:

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