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  • 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

  • Research Summary

Lean Startup Management Practices

By: Thomas R. Eisenmann

Many information technology startups have embraced "lean startup" management practices. Lean startups confront high levels of uncertainty about both customer problems and product solutions: the strength of demand for new... View Details

  • Research Summary

Managing Product Development in Rapidly Changing Environments

By: Alan D. MacCormack
A consistent finding in many studies of innovation is the repeated failure of established firms when faced with radical changes in their core markets or technologies. Professor MacCormack's research takes the view that many of these failures can be attributed to the... View Details
  • Teaching Interest

Managing the Future of Work (MBA Education—Elective Curriculum)

By: Christopher T. Stanton

The nature and scope of work is changing rapidly, creating massive business challenges in the shadow of broader political and social shifts.  HBS launched a major initiative in 2017 on Managing the Future of Work to define these workplace issues and... View Details

  • 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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  • Research Summary

Mastering Strategy Execution

By: Robert Simons

Professor Robert Simons’ research encompasses three areas of management accountability that are the foundation for successful strategy execution: organization design, performance measurement and control, and risk management. In addition, Simons is interested in the... View Details

  • 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 Elective Curriculum: Mastering Strategy Execution

By: Robert Simons

This course teaches future general managers, entrepreneurs, and consultants how to execute strategy and deliver results. Using readings, exercises, and case studies in industries as diverse as healthcare space exploration, and software development, you will learn to... View Details

  • Teaching Interest

Overview

By: Jeffrey J. Bussgang

Launching Technology Ventures
Launching Technology Ventures (LTV) is designed for students who are actively working on their own startups or who will work at early-stage startups. The course material is, in particular, focused on new businesses in the... View Details

  • Research Summary

Overview

By: Isamar Troncoso
Professor Troncoso's research explores problems related to digital marketplaces and AI applications in marketing, and combines toolkits from econometrics, causal inference, and machine learning. She has studied how different platform design choices can lead to... View Details
  • Research Summary

Overview

By: Iavor I. Bojinov
Over the last decade, technology companies like Amazon, Google, and Netflix have pioneered data-driven research and development processes centered on massive experimentation. However, as companies increase the breadth and scale of their experiments to millions of... View Details
  • Research Summary

Overview

By: Frank Nagle
Professor Nagle studies how competitors can collaborate on the creation of core technologies, while still competing on the products and services built on top of them. His research falls into the broader categories of the futures of work, the economics of IT, and... View Details
Keywords: Information Technology; Strategy; Technological Innovation; Collaborative Innovation and Invention; Economic Growth; Entrepreneurship; Technology; Internet; Mobile Technology; Online Technology; Technology Adoption; Technology Networks
  • Research Summary

Overview

By: Mark L. Egan
When considering how households make investment decisions, Professor Egan became intrigued by the question, “What makes a bank ‘special’ when compared to other lending institutions?” Focusing on empirical industrial organization with applications to finance and... View Details
Keywords: Banking; Financial Advisors; Consumer Finance; Personal Finance; Corporate Finance
  • Research Summary

Overview

By: Andy Wu
How can technology entrepreneurs build competitive advantage from the ground up? Professor Andy Wu conducts scholarly research and develops course materials that document how technology entrepreneurs can (1) organize for innovation to create new market opportunities... View Details
Keywords: Strategy; Entrepreneurship; Venture Capital; Growth Management; Organizational Design; Organizational Structure; Technology Platform; Technological Innovation; Media and Broadcasting Industry; Media and Broadcasting Industry; Media and Broadcasting Industry; Media and Broadcasting Industry; Media and Broadcasting Industry; United States; China; Southeast Asia; South Asia
  • Research Summary

Performance Management Systems

By: Robert S. Kaplan
Kaplan's research on performance management systems includes further applications of strategy maps and The Balanced Scorecard for effective strategy execution. His recent research... View Details
  • Forthcoming
  • Article

Setting Gendered Expectations? Recruiter Outreach Bias in Online Tech Training Programs

By: Jacqueline N. Lane, Karim R. Lakhani and Roberto Fernandez
Competence development in digital technologies, analytics, and artificial intelligence is increasingly important to all types of organizations and their workforce. Universities and corporations are investing heavily in developing training programs, at all tenure... View Details
Keywords: Prejudice and Bias; Gender; Training; Recruitment; Personal Development and Career
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  • Research Summary

Strategy, Governance and Valuation

By: Krishna G. Palepu
Professor Palepu's current research focuses on strategy and governance. In the area of strategy, his recent focus has been on the globalization of emerging markets, particularly India and China, and the resulting opportunities and challenges for western multinationals... View Details
  • Research Summary

The Equilibrium Concept in Game Theory

By: Elon Kohlberg
Elon Kohlberg is studying the foundations of the equilibrium concept in game theory, which is to the study of economic systems what the notion of "equilibrium of forces" is to the study of mechanical systems. Although much of economic theory can be viewed in... View Details
  • Forthcoming
  • Article

The Impact of Minority Representation at Mortgage Lenders

By: W. Scott Frame, Ruidi Huang, Erica Jiang, Yeonjoon Lee, Will Liu, Erik J. Mayer and Adi Sunderam
We study links between the labor market for loan officers and access to mortgage credit. Using novel data matching the (near) universe of mortgage applications to loan officers, we find that minorities are significantly underrepresented among loan officers. Minority... View Details
Keywords: Household Finance; Demographic Economics; Financial Institutions; Diversity; Prejudice and Bias; Mortgages; Personal Finance
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  • Research Summary

The Role of Information Technology in the Provision of Services

By: James I. Cash
James I. Cash, Jr. is exploring the role of information technology in service management. Specifically, he is studying the implications of the ubiquity of information technology at three levels in service-providing organizations. (In the United States today, service... View Details

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