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Show Results For
-
All HBS Web
(1,274)
- People (20)
- News (194)
- Research (679)
- Events (4)
- Multimedia (11)
- Faculty Publications (290)
- August 2023
- Article
Explaining Machine Learning Models with Interactive Natural Language Conversations Using TalkToModel
By: Dylan Slack, Satyapriya Krishna, Himabindu Lakkaraju and Sameer Singh
Practitioners increasingly use machine learning (ML) models, yet models have become more complex and harder to understand. To understand complex models, researchers have proposed techniques to explain model predictions. However, practitioners struggle to use...
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Slack, Dylan, Satyapriya Krishna, Himabindu Lakkaraju, and Sameer Singh. "Explaining Machine Learning Models with Interactive Natural Language Conversations Using TalkToModel." Nature Machine Intelligence 5, no. 8 (August 2023): 873–883.
- 02 Aug 2022
- Blog Post
From HBS to Cutting-Edge Tech
enough to join Ford as a Machine Learning Researcher. I wrote software, generated intellectual property, and talked about autonomous vehicles in international industry conferences. In late 2018, I realized that commercially launching...
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- March–April 2023
- Article
Pricing for Heterogeneous Products: Analytics for Ticket Reselling
By: Michael Alley, Max Biggs, Rim Hariss, Charles Herrmann, Michael Lingzhi Li and Georgia Perakis
Problem definition: We present a data-driven study of the secondary ticket market. In particular, we are primarily concerned with accurately estimating price sensitivity for listed tickets. In this setting, there are many issues including endogeneity, heterogeneity in...
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Keywords:
Price;
Demand and Consumers;
AI and Machine Learning;
Investment Return;
Entertainment and Recreation Industry;
Sports Industry
Alley, Michael, Max Biggs, Rim Hariss, Charles Herrmann, Michael Lingzhi Li, and Georgia Perakis. "Pricing for Heterogeneous Products: Analytics for Ticket Reselling." Manufacturing & Service Operations Management 25, no. 2 (March–April 2023): 409–426.
- June 2012
- Article
Managing Risks: A New Framework
By: Robert S. Kaplan and Anette Mikes
Risk management is too often treated as a compliance issue that can be solved by drawing up lots of rules and making sure that all employees follow them. Many such rules, of course, are sensible and do reduce some risks that could severely damage a company. But...
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Keywords:
Risk Management;
Governance Controls;
Corporate Strategy;
Management Analysis, Tools, and Techniques;
Framework
Kaplan, Robert S., and Anette Mikes. "Managing Risks: A New Framework." Harvard Business Review 90, no. 6 (June 2012).
- April 2019 (Revised April 2021)
- Case
Wayfair
By: Jeffrey F. Rayport, Susie L. Ma and Matthew G. Preble
In 2016 Niraj Shah and Steve Conine, founders of online home goods retailer Wayfair, are faced with a decision about how to improve user experience on their e-commerce sites. A key driver of consumer interest and conversion to purchase in the home category is visual...
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Keywords:
Visual Assets;
Corporate Entrepreneurship;
Decision Making;
Business or Company Management;
Growth Management;
Innovation and Invention;
Operations;
Strategy;
Technology;
Retail Industry;
Service Industry;
United States;
Massachusetts
Rayport, Jeffrey F., Susie L. Ma, and Matthew G. Preble. "Wayfair." Harvard Business School Case 819-045, April 2019. (Revised April 2021.)
- 2019
- Working Paper
The Impact of Professionals' Contributions to Online Knowledge Communities on Their Workplace Knowledge Work
By: Hila Lifshitz - Assaf and Frank Nagle
Knowledge work is becoming increasingly challenging as pace of change in the knowledge frontier is increasing. Organizations have created multiple mechanisms to minimize knowledge gaps and increase learning such internal training, mentorship programs as well as...
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Keywords:
Open Source;
Future Of Work;
Software Development;
Knowledge Work;
Online Community;
Learning;
Knowledge Sharing;
Applications and Software;
Open Source Distribution;
Performance Productivity
Lifshitz - Assaf, Hila, and Frank Nagle. "The Impact of Professionals' Contributions to Online Knowledge Communities on Their Workplace Knowledge Work." Working Paper, April 2019.
- Article
It's Not Easy Being Green: The Role of Self-Evaluations in Explaining Support of Environmental Issues
By: Scott Sonenshein, K. A. DeCelles and Jane E. Dutton
Using a mixed methods design, we examine the role of self-evaluations in influencing support for environmental issues. In Study 1—an inductive, qualitative study—we develop theory about how environmental issue supporters evaluate themselves in a mixed fashion,...
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Keywords:
Social Issues;
Environmental Sustainability;
Performance Evaluation;
Cognition and Thinking
Sonenshein, Scott, K. A. DeCelles, and Jane E. Dutton. "It's Not Easy Being Green: The Role of Self-Evaluations in Explaining Support of Environmental Issues." Academy of Management Journal 57, no. 1 (February 2014): 7–37.
- 15 Aug 2023
- HBS Case
(Virtual) Reality Check: How Long Before We Live in the 'Metaverse'?
use-case breakthrough could indeed arrive via gaming, but Wu suspects it will emerge from the enterprise category, perhaps for the retail or education sectors. “People are particularly excited about using the metaverse as a way to engage with physical retailing,” Wu...
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- 30 Mar 2020
- News
Why Is the U.S. Behind on Coronavirus Testing?
- Article
Toward Resource Independence—Why State-Owned Entities Become Multinationals: An Empirical Study of India's Public R&D Laboratories
By: Prithwiraj Choudhury and Tarun Khanna
In this paper, we build on the standard resource dependence theory and its departure suggested by Vernon to offer a novel explanation for why state-owned entities (SOEs) might seek a global footprint and global cash flows: to achieve resource independence from...
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Keywords:
Multinational Firms and Management;
Resource Allocation;
Supply Chain;
State Ownership;
Growth and Development Strategy;
India
Choudhury, Prithwiraj, and Tarun Khanna. "Toward Resource Independence—Why State-Owned Entities Become Multinationals: An Empirical Study of India's Public R&D Laboratories." Special Issue on Governments as Owners: Globalizing State-Owned Enterprises edited by Alvaro Cuervo-Cazurra, Andrew Inkpen, Aldo Musacchio and Kannan Ramaswamy. Journal of International Business Studies 45, no. 8 (October–November 2014): 943–960.
- Teaching Interest
Immersive Field Course: Decarbonization and Sustainable Production
By: Willy C. Shih
A course looking at pioneering efforts in sustainable production methods and technologies supporting the energy transition.
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- May 2017
- Case
Promontory, Inc.
By: Frank V. Cespedes and Amy Handlin
Promontory, Inc. is a small, privately owned firm in the promotional products (specialty advertising) industry. After starting the firm two years ago with the intention of pursuing a high-quality/high-price strategy, the CEO is seeking methods of increasing sales...
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Keywords:
Salesforce Management;
Marketing Strategy;
Customization and Personalization;
Business Model;
Sales;
Advertising Industry
Cespedes, Frank V., and Amy Handlin. "Promontory, Inc." Harvard Business School Brief Case 917-535, May 2017.
- October 2023
- Article
Improving Regulatory Effectiveness Through Better Targeting: Evidence from OSHA
By: Matthew S. Johnson, David I. Levine and Michael W. Toffel
We study how a regulator can best target inspections. Our case study is a U.S. Occupational Safety and Health Administration (OSHA) program that randomly allocated some inspections. On average, each inspection averted 2.4 serious injuries (9%) over the next five years....
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Keywords:
Safety Regulations;
Regulations;
Regulatory Enforcement;
Machine Learning Models;
Safety;
Operations;
Service Operations;
Production;
Forecasting and Prediction;
Decisions;
United States
Johnson, Matthew S., David I. Levine, and Michael W. Toffel. "Improving Regulatory Effectiveness Through Better Targeting: Evidence from OSHA." American Economic Journal: Applied Economics 15, no. 4 (October 2023): 30–67. (Profiled in the Regulatory Review.)
- 2020
- Working Paper
Improving Regulatory Effectiveness Through Better Targeting: Evidence from OSHA
By: Matthew S. Johnson, David I. Levine and Michael W. Toffel
We study how a regulator can best target inspections. Our case study is a US Occupational Safety and Health Administration (OSHA) program that randomly allocated some inspections. On average, each inspection averted 2.4 serious injuries (9%) over the next five years....
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Keywords:
Government Administration;
Working Conditions;
Safety;
Quality;
Production;
Analysis;
Resource Allocation;
Manufacturing Industry;
United States
Johnson, Matthew S., David I. Levine, and Michael W. Toffel. "Improving Regulatory Effectiveness Through Better Targeting: Evidence from OSHA." Harvard Business School Working Paper, No. 20-019, August 2019. (Revised February 2020.)
- 15 Sep 2003
- Lessons from the Classroom
HBS Cases: Developing the Courage to Act
Harvard Business School professor David A. Garvin has studied the development of the case method of teaching at Harvard's law, business, and medical schools. Garvin wanted to see how the schools are similar and different in their use of...
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Keywords:
by David A. Garvin
- 13 Aug 2001
- Lessons from the Classroom
Parents’ Guide to Harvard Business School
experience to students' parents, Narayandas leads a mini-case study of Coca-Cola as it decides whether to deploy a new generation of interactive vending machines. Narayandas also discusses the evolution of the modern enterprise, and the...
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Keywords:
by Sean Silverthorne
- March 2012
- Article
Performance Pressure as a Double-edged Sword: Enhancing Team Motivation but Undermining the Use of Team Knowledge
By: Heidi K. Gardner
In this paper, I develop and empirically test the proposition that performance pressure acts as a double-edged sword for teams, providing positive effects by enhancing the team's motivation to achieve good results while simultaneously triggering process losses. I...
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Keywords:
Motivation and Incentives;
Knowledge Use and Leverage;
Behavior;
Groups and Teams;
Performance
Gardner, Heidi K. "Performance Pressure as a Double-edged Sword: Enhancing Team Motivation but Undermining the Use of Team Knowledge." Administrative Science Quarterly 57, no. 1 (March 2012): 1–46.
- Article
Wealth-Making in Nineteenth and Early Twentieth Century Britain: Industry v. Commerce and Finance
By: Tom Nicholas
This paper refutes the hypothesis put forward by W.D. Rubinstein that a disproportionately large share of Britain's wealth makers were active in commercial and financial trades in London. We use a data set of businessmen active in nineteenth- and early...
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Keywords:
Trade;
Finance;
Commercialization;
Mathematical Methods;
Wealth and Poverty;
Great Britain;
London
Nicholas, Tom. "Wealth-Making in Nineteenth and Early Twentieth Century Britain: Industry v. Commerce and Finance." Business History 41, no. 1 (January 1999).
Michael I. Parzen
Michael Parzen is a Senior Lecturer in the Technology and Operations Management unit at Harvard Business School. He is an applied statistician with extensive experience in data science education and currently teaches Applied Business Analytics as an MBA elective... View Details