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- All HBS Web (1,107)
- Faculty Publications (449)
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- 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.)
- 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.
- 23 Sep 2009
- Working Paper Summaries
Operational Failures and Problem Solving: An Empirical Study of Incident Reporting
- 2004
- Chapter
Paradoxes of Trust: Empirical and Theoretical Departures from a Traditional Model
By: J. Keith Murnighan, Deepak Malhotra and J. Mark Weber
Murnighan, J. Keith, Deepak Malhotra, and J. Mark Weber. "Paradoxes of Trust: Empirical and Theoretical Departures from a Traditional Model." In Trust and Distrust in Organizations: Dilemmas and Approaches, edited by Roderick Kramer and Karen Cook. New York: Russell Sage Foundation, 2004.
- 2021
- Working Paper
An Empirical Study of Time Allotment and Delays in E-commerce Delivery
By: M. Balakrishnan, MoonSoo Choi and Natalie Epstein
Problem definition: We study how having more time allotted to deliver an order affects the speed of the delivery process. Furthermore, we seek to predict orders that are likely to be delayed early in the delivery process so that actions can be taken to avoid delays.... View Details
Keywords: Logistics; E-commerce; Mathematical Methods; AI and Machine Learning; Performance Productivity
Balakrishnan, M., MoonSoo Choi, and Natalie Epstein. "An Empirical Study of Time Allotment and Delays in E-commerce Delivery." Working Paper, December 2021.
- 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.
- Research Summary
Creating Trust in International Joint Ventures in Asia: An Empirical Comparative Study
In the wake of the currently ongoing financial crisis in Asia, we anticipate a rapid increase of international joint ventures between Asian and Western firms. However, so far, the sources of success in international joint ventures have not been well understood. Why do... 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.
- 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).
- 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.)
- 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).
- March 2009
- Journal Article
Does Individual Performance Affect Entrepreneurial Mobility? Empirical Evidence from the Financial Analysis Market
By: Boris Groysberg, Ashish Nanda and M. Julia Prats
Our paper contributes to the studies on the relationship between workers' human capital and their decision to become self-employed as well as their probability to survive as entrepreneurs. Analysis from a panel data set of research analysts in investment banks over... View Details
Keywords: Entrepreneurship; Investment Banking; Retention; Human Capital; Performance Effectiveness; Banking Industry
Groysberg, Boris, Ashish Nanda, and M. Julia Prats. "Does Individual Performance Affect Entrepreneurial Mobility? Empirical Evidence from the Financial Analysis Market." Journal of Financial Transformation 25 (March 2009): 95–106.
- 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
- 2016
- Working Paper
Are 'Better' Ideas More Likely to Succeed? An Empirical Analysis of Startup Evaluation
By: Erin L. Scott, Pian Shu and Roman M. Lubynsky
This paper studies the uncertainty associated with screening early stage ventures. Using data on 652 ventures in high-growth industries, we examine whether experienced entrepreneurs, executives, and investors can predict the outcomes of early stage ventures by reading... View Details
Scott, Erin L., Pian Shu, and Roman M. Lubynsky. "Are 'Better' Ideas More Likely to Succeed? An Empirical Analysis of Startup Evaluation." Harvard Business School Working Paper, No. 16-013, July 2015. (Revised October 2016.)
- 19 Feb 2019
- First Look
New Research and Ideas, February 19, 2019
architecture. Publisher's link: https://www.hbs.edu/faculty/Pages/item.aspx?num=55689 2019 Handbook of Behavioral Economics: Foundations and Applications 2 Behavioral Economics and Health-Care Markets By: Chandra, Amitabh, Benjamin Handel, and Joshua Schwartzstein... View Details
Keywords: Sean Silverthorne
- 23 Oct 2018
- First Look
New Research and Ideas, October 23, 2018
actions on performance. However, standard regression models estimate only the average effects of these actions across firms. Our paper discusses how random coefficient models (RCMs) may generate new insights about firm heterogeneity and its effects on performance in... View Details
Keywords: Dina Gerdeman
- 2021
- Article
An Empirical Examination of Sell-Side Brokerage Analysts' Published Research, Concierge Services, and High-Touch Services
By: David A. Maber, Boris Groysberg and Paul M. Healy
This paper uses a proprietary panel dataset to categorize and quantify the activities that sell-side brokerage analysts use to build and sustain their network of buy-side client relations. We then examine the marginal impact of these activities on key analyst outcome... View Details
Maber, David A., Boris Groysberg, and Paul M. Healy. "An Empirical Examination of Sell-Side Brokerage Analysts' Published Research, Concierge Services, and High-Touch Services." European Accounting Review 30, no. 4 (2021): 827–853.
- January 2015
- Article
Collaboration in Multi-Partner R&D Projects: The Impact of Partnering Scale and Scope
By: Anant Mishra, Aravind Chandrasekaran and Alan MacCormack
How can firms design collaboration structures for effective performance in R&D projects that involve multiple partners? To address this question, we examine the theoretical underpinnings of collaboration structures in multi-partner R&D projects—i.e., the scale and the... View Details
Keywords: Multi-Partner R＆D Projects; Empirical Research; New Development; Collaboration Structures; Partnering Scale And Scope; Partners and Partnerships; Infrastructure; Performance Capacity; Research and Development; Collaborative Innovation and Invention
Mishra, Anant, Aravind Chandrasekaran, and Alan MacCormack. "Collaboration in Multi-Partner R&D Projects: The Impact of Partnering Scale and Scope." Journal of Operations Management 33-34 (January 2015): 1–14.