Filter Results:
(1,091)
Show Results For
- All HBS Web (1,091)
- Faculty Publications (442)
Show Results For
- All HBS Web (1,091)
- Faculty Publications (442)
- 19 Sep 2013
- Working Paper Summaries
U.S. High-Skilled Immigration, Innovation, and Entrepreneurship: Empirical Approaches and Evidence
Keywords: by William R. Kerr
- 01 Dec 2001
- News
A Close-Up Look at the Men behind the Empire
Giants of Enterprise: Seven Business Innovators and the Empires They Built (HarperBusiness), a new book by HBS professor Richard S. Tedlow, presents fascinating biographical essays of seven men whose products and practices have... View Details
- 2022
- Article
Probing GNN Explainers: A Rigorous Theoretical and Empirical Analysis of GNN Explanation Methods.
By: Chirag Agarwal, Marinka Zitnik and Himabindu Lakkaraju
As Graph Neural Networks (GNNs) are increasingly employed in real-world applications, it becomes critical to ensure that the stakeholders understand the rationale behind their predictions. While several GNN explanation methods have been proposed recently, there has... View Details
Keywords: Graph Neural Networks; Explanation Methods; Mathematical Methods; Framework; Theory; Analysis
Agarwal, Chirag, Marinka Zitnik, and Himabindu Lakkaraju. "Probing GNN Explainers: A Rigorous Theoretical and Empirical Analysis of GNN Explanation Methods." Proceedings of the International Conference on Artificial Intelligence and Statistics (AISTATS) 25th (2022).
- October 2017 (Revised April 2018)
- Case
Improving Worker Safety in the Era of Machine Learning (A)
By: Michael W. Toffel, Dan Levy, Jose Ramon Morales Arilla and Matthew S. Johnson
Managers make predictions all the time: How fast will my markets grow? How much inventory do I need? How intensively should I monitor my suppliers? Which potential customers will be most responsive to a particular marketing campaign? Which job candidates should I... View Details
Keywords: Machine Learning; Policy Implementation; Empirical Research; Inspection; Occupational Safety; Occupational Health; Regulation; Analysis; Forecasting and Prediction; Policy; Operations; Supply Chain Management; Safety; Manufacturing Industry; Construction Industry; United States
Toffel, Michael W., Dan Levy, Jose Ramon Morales Arilla, and Matthew S. Johnson. "Improving Worker Safety in the Era of Machine Learning (A)." Harvard Business School Case 618-019, October 2017. (Revised April 2018.)
- 07 Aug 2018
- First Look
New Research and Ideas, August 8, 2018
August 2018 Negotiation and Conflict Management Research Raiffa Transformed the Field of Negotiation—and Me By: Bazerman, Max Abstract—Howard Raiffa was a role model, friend, and inspiration. He transformed the field of negotiation, and... View Details
Keywords: by Sean Silverthorne
- Web
Marketing - Faculty & Research
for the 2022 John D. C. Little Award. They study the effect of Airbnb’s smart-pricing algorithm on the racial disparity in the daily revenue earned by Airbnb hosts. Their empirical strategy exploits Airbnb’s introduction of the algorithm... View Details
- Fall 2017
- Article
An Empirical Analysis of Investment Return Dispersion in Emerging Markets Private Equity
By: Josh Lerner and Mark Baker
The authors use transaction-level data to compare the dispersion of private equity (PE) returns in emerging markets (EMs) to the same in developed markets (DMs). They regress within-market absolute deviation from the mean on an EM indicator and controls. They find... View Details
Lerner, Josh, and Mark Baker. "An Empirical Analysis of Investment Return Dispersion in Emerging Markets Private Equity." Journal of Private Equity 20, no. 4 (Fall 2017): 15–24.
- Web
Research Design - Impact Investments
Research Design Research Design The Project on Impact Investments uses multi-method research to build insight that is both expansive in its focus and detailed in its analysis.... View Details
- 23 Sep 2009
- Working Paper Summaries
Operational Failures and Problem Solving: An Empirical Study of Incident Reporting
- Article
Science-based Product Development: An Empirical Study of the Mainframe Computer Industry
By: Marco Iansiti
Iansiti, Marco. "Science-based Product Development: An Empirical Study of the Mainframe Computer Industry." Production and Operations Management 4, no. 4 (Fall 1995).
- Web
Finance - Faculty & Research
financial institutions, markets, and instruments contribute to this process. Our approach to research is distinguished by its unique combination of theory, empirical analysis, mathematical modeling, and... View Details
- 1969
- Other Unpublished Work
An Empirical Investigation of the Samuelson Rational Warrant Pricing Theory
By: Robert C. Merton
- 12 Mar 2006
- Research & Ideas
New Research Explores Multi-Sided Markets
consultant with National Economics Research Associates on high-profile antitrust cases: Microsoft and Visa, mainly. Economics consulting is very different from management consulting. It involves coming up with economic arguments grounded... View Details
- 2022
- Book
Empires of Ideas: Creating the Modern University from Germany to America to China
By: William C. Kirby
The modern university was born in Germany. In the twentieth century, the United States leapfrogged Germany to become the global leader in higher education. Will China challenge its position in the twenty-first?
Today American institutions dominate nearly every... View Details
Today American institutions dominate nearly every... View Details
Kirby, William C. Empires of Ideas: Creating the Modern University from Germany to America to China. Cambridge, MA: Belknap Press of Harvard University Press, 2022.
Reconsidering Culture and Poverty
Culture has returned to the poverty research agenda. Over the past decade, sociologists, demographers, and even economists have begun asking questions about the role of culture in many aspects of poverty, at times even explaining the behavior of low-income... View Details
- May 2009
- Article
The Empirical Impact of Intellectual Property Rights on Innovation: Puzzles and Clues
By: Josh Lerner
Economists have long seen the patent system as a crucial lever through which policymakers affect the speed and nature of innovation in the economy. It is not surprising, then, that the profound changes which have roiled the global patent system over the past 20 years... View Details
Keywords: Economy; Policy; Innovation and Invention; Intellectual Property; Rights; Business and Government Relations
Lerner, Josh. "The Empirical Impact of Intellectual Property Rights on Innovation: Puzzles and Clues." American Economic Review: Papers and Proceedings 99, no. 2 (May 2009): 343–348. (Earlier version distributed as National Bureau of Economic Research Working Paper No. 8977.)
- May 2001
- Article
The Open Source Movement: Key Research Questions
By: Josh Lerner and Jean Tirole
The paper analyzes the incentives of individual programmers and of commercial companies to participate in open source projects. While these incentives are in our opinion well accounted for by the economic paradigm, much empirical and theoretical work is still needed to... View Details
Lerner, Josh, and Jean Tirole. "The Open Source Movement: Key Research Questions." Special Issue on Papers and Proceedings of the 15th Congress of the European Economic Association European Economic Review 45, nos. 4-6 (May 2001): 819–826.
- 2022
- Article
Exploring Counterfactual Explanations Through the Lens of Adversarial Examples: A Theoretical and Empirical Analysis.
By: Martin Pawelczyk, Chirag Agarwal, Shalmali Joshi, Sohini Upadhyay and Himabindu Lakkaraju
As machine learning (ML) models become more widely deployed in high-stakes applications, counterfactual explanations have emerged as key tools for providing actionable model explanations in practice. Despite the growing popularity of counterfactual explanations, a... View Details
Keywords: Machine Learning Models; Counterfactual Explanations; Adversarial Examples; Mathematical Methods
Pawelczyk, Martin, Chirag Agarwal, Shalmali Joshi, Sohini Upadhyay, and Himabindu Lakkaraju. "Exploring Counterfactual Explanations Through the Lens of Adversarial Examples: A Theoretical and Empirical Analysis." Proceedings of the International Conference on Artificial Intelligence and Statistics (AISTATS) 25th (2022).
- 14 Aug 2015
- Working Paper Summaries
Are ‘Better’ Ideas More Likely to Succeed? An Empirical Analysis of Startup Evaluation
- 09 May 2017
- First Look
New Research and Ideas, May 9
platform, open/user innovation, and ecosystem strategies: 1) executive orientation and experience, 2) top management teams, 3) board-management relations, and 4) executive compensation. We discuss theoretical implications and consider future directions and View Details
Keywords: Sean Silverthorne