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- Faculty Publications (442)
Show Results For
- All HBS Web (1,091)
- Faculty Publications (442)
- 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).
- 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.
- 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.
- 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
- 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
- March 1996
- Article
Does it Pay to be Green? An Empirical Examination of the Relationship Between Emission Reduction and Firm Performance
By: Stuart L. Hart and Gautam Ahuja
Evidence can be marshalled to support either the view that pollution abatement is a cost burden on firms and is detrimental to competitiveness, or that reducing emissions increases efficiency and saves money, giving firms a cost advantage. In an effort to resolve this... View Details
Keywords: Competitive Advantage; Performance Efficiency; Environmental Sustainability; Business Strategy
Hart, Stuart L., and Gautam Ahuja. "Does it Pay to be Green? An Empirical Examination of the Relationship Between Emission Reduction and Firm Performance." Business Strategy and the Environment 5, no. 1 (March 1996): 30–37.
- November 2018
- Article
Disruptive Innovation: An Intellectual History and Directions for Future Research
By: Clayton M. Christensen, Rory McDonald, Elizabeth J. Altman and Jonathan E. Palmer
The concept of disruptive innovation has gained considerable currency among practitioners despite widespread misunderstanding of its core principles. Similarly, foundational research on disruption has elicited frequent citation and vibrant debate in academic circles,... View Details
Keywords: Innovation Metrics; Systemic Industries; Technology Trajectories; Disruptive Innovation; Theory; History; Competitive Strategy; Research
Christensen, Clayton M., Rory McDonald, Elizabeth J. Altman, and Jonathan E. Palmer. "Disruptive Innovation: An Intellectual History and Directions for Future Research." Special Issue on Managing in the Age of Disruptions. Journal of Management Studies 55, no. 7 (November 2018): 1043–1078.
- 30 Oct 2018
- First Look
New Research and Ideas, October 30, 2018
in data. ML methods also address several issues raised by scholars pertinent to the norms of empirical research in the fields of strategy and management (such as “p-hacking” and confounding local effects... View Details
Keywords: Dina Gerdeman
- December 2021
- Article
The Evolutionary Nature of Breakthrough Innovation: An Empirical Investigation of Firm Search Strategies
By: Dominika Kinga Randle and Gary P. Pisano
Breakthrough innovation has been an important topic of study for generations of scholars. Previous research in this domain has focused on exploring the way breakthroughs emerge from cumulative combination and recombination of prior technologies and knowledge components... View Details
Keywords: Breakthrough Innovation; Exploration And Exploitation; Search Strategy; Innovation and Invention; Technological Innovation; Strategy
Randle, Dominika Kinga, and Gary P. Pisano. "The Evolutionary Nature of Breakthrough Innovation: An Empirical Investigation of Firm Search Strategies." Strategy Science 6, no. 4 (December 2021): 290–304.
- 2018
- Working Paper
Opportunistic Returns and Dynamic Pricing: Empirical Evidence from Online Retailing in Emerging Markets
By: Chaithanya Bandi, Antonio Moreno, Donald Ngwe and Zhiji Xu
We investigate how dynamic pricing can lead to higher operational costs through more product returns in the online retail industry. Dynamic pricing has been widely applied by many online retailers. Research has shown that, in response to dynamic pricing, some customers... View Details
- 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.
- Web
Technology & Innovation - Faculty & Research
Technology & Innovation Technology & Innovation December 2014 Article The Distinct Effects of Information Technology and Communication Technology on Firm Organization By: Nicholas Bloom, Luis Garicano, Raffaella Sadun and John Van Reenen View Details
- 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
- 05 Jun 2018
- First Look
New Research and Ideas, June 5, 2018
discuss how they define creativity, the kinds of questions they have addressed, theories they have proposed, and they provide a description of their research including the most interesting empirical results... View Details
Keywords: Dina Gerdeman
- 21 Jan 2010
- Working Paper Summaries
Going Through the Motions: An Empirical Test of Management Involvement in Process Improvement
- 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
- 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.)
- 18 Sep 2018
- First Look
New Research and Ideas, September 18, 2018
Games, and can earn enough revenue to cover large ongoing costs, their owners—local governments and taxpayers—must pay off the deficits. Summer Olympics stadiums, normally built to seat over 70,000 people, are particularly at risk of becoming white elephants. This... View Details
Keywords: Dina Gerdeman