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Show Results For
- All HBS Web
(4,106)
- People (2)
- News (544)
- Research (2,832)
- Events (51)
- Multimedia (21)
- Faculty Publications (2,045)
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- 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... View Details
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.
- July 2000
- Article
Competition and Human Capital Accumulation: A Theory of Interregional Specialization and Trade
By: Julio J. Rotemberg and G. Saloner
Rotemberg, Julio J., and G. Saloner. "Competition and Human Capital Accumulation: A Theory of Interregional Specialization and Trade." Regional Science and Urban Economics 30, no. 4 (July 2000): 373–404.
- 2015
- Article
A Machine Learning Framework to Identify Students at Risk of Adverse Academic Outcomes
By: Himabindu Lakkaraju, Everaldo Aguiar, Carl Shan, David Miller, Nasir Bhanpuri, Rayid Ghani and Kecia Addison
Lakkaraju, Himabindu, Everaldo Aguiar, Carl Shan, David Miller, Nasir Bhanpuri, Rayid Ghani, and Kecia Addison. "A Machine Learning Framework to Identify Students at Risk of Adverse Academic Outcomes." Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining 21st (2015).
- June 2019
- Supplement
Improving Worker Safety in the Era of Machine Learning: Practicum in Predictive Analytics
By: Michael W. Toffel and Dan Levy
- Working Paper
Visual Uniqueness in Peer-to-Peer Marketplaces: Machine Learning Model Development, Validation, and Application
By: Flora Feng, Charis Li and Shunyuan Zhang
Peer-to-peer (P2P) marketplaces have seen exponential growth in recent years featured by unique offerings from individual providers. Despite the perceived value of uniqueness, scalable quantification of visual uniqueness in P2P platforms like Airbnb has been largely... View Details
Keywords: Peer-to-peer Markets; Marketplace Matching; AI and Machine Learning; Demand and Consumers; Digital Platforms; Marketing
Feng, Flora, Charis Li, and Shunyuan Zhang. "Visual Uniqueness in Peer-to-Peer Marketplaces: Machine Learning Model Development, Validation, and Application." SSRN Working Paper Series, No. 4665286, February 2024.
- January 2008
- Article
On the Pricing of Intermediated Risks: Theory and Application to Catastrophe Reinsurance
By: K. A. Froot and P. O'Connell
Keywords: Catastrophe Risk; Corporate Finance; Banking And Insurance; Hedging; Banking; Financial Markets; Insurance; Policy; Risk Management; Natural Disasters; Cost of Capital; Asset Pricing; Insurance Industry
Froot, K. A., and P. O'Connell. "On the Pricing of Intermediated Risks: Theory and Application to Catastrophe Reinsurance." Special Issue on Dynamics of Insurance Markets: Structure, Conduct, and Performance in the 21st Century Journal of Banking & Finance 32, no. 1 (January 2008): 69–85. (Revised from NBER Working Paper No. 6011, April 1997, Harvard Business School Working Paper No. 98-024, 1997.)
- Article
Riding the Passion Wave or Fighting to Stay Afloat? A Theory of Differentiated Passion Contagion
By: Emma Frank, Kai Krautter, Wen Wu and Jon M. Jachimowicz
Prior research suggests that employees benefit from highly passionate teammates because passion spreads easily from one employee to the next. We develop theory to propose that life in high-passion teams may not be as uniformly advantageous as previously assumed. We... View Details
Keywords: Passion; Emotional Contagion; Emotions; Groups and Teams; Employees; Power and Influence; Performance Improvement
Frank, Emma, Kai Krautter, Wen Wu, and Jon M. Jachimowicz. "Riding the Passion Wave or Fighting to Stay Afloat? A Theory of Differentiated Passion Contagion." Administrative Science Quarterly (in press). (Pre-published online February 6, 2025.)
- Article
A Unified Theory of Underreaction, Momentum Trading and Overreaction in Asset Markets
Hong, Harrison, and Jeremy Stein. "A Unified Theory of Underreaction, Momentum Trading and Overreaction in Asset Markets." Journal of Finance 54, no. 6 (December 1999).
- May 1973
- Book Review
Book Review of Studies in the Theory of Capital Markets, edited by M.C. Jensen
By: Robert C. Merton
Merton, Robert C. "Book Review of Studies in the Theory of Capital Markets, edited by M.C. Jensen." Journal of Money, Credit & Banking 5, no. 2 (May 1973): 729–730.
- July 1989
- Article
On the Application of the Continuous-Time Theory of Finance to Financial Intermediation and Insurance
By: Robert C. Merton
Merton, Robert C. "On the Application of the Continuous-Time Theory of Finance to Financial Intermediation and Insurance." Geneva Papers on Risk and Insurance 14, no. 52 (July 1989): 225–262. (Reproduced as Chapter 14 in Continuous-Time Finance.)
- May 5, 2022
- Article
How to Build a Life: Ben Franklin’s Radical Theory of Happiness
By: Arthur C. Brooks
Brooks, Arthur C. "How to Build a Life: Ben Franklin’s Radical Theory of Happiness." The Atlantic (May 5, 2022).
- 2005
- Chapter
Anomaly Seeking Research: Thirty Years of Development in Resource Allocation Theory
By: Clark Gilbert and Clayton M. Christensen
Gilbert, Clark, and Clayton M. Christensen. "Anomaly Seeking Research: Thirty Years of Development in Resource Allocation Theory." In From Resource Allocation to Strategy, edited by Joseph L. Bower and Clark Gilbert. U.K.: Oxford University Press, 2005.
- 2005
- Other Unpublished Work
A Normative Theory of Dynamic, Organizational Design: Lessons from project management
By: Steven Spear and Clayton M. Christensen
Keywords: Organizational Design
- 26 Oct 1997 - 29 Oct 1997
- Conference Presentation
Different Strokes for Different Folks: Towards a Contingent Theory of Network Effects
By: Ranjay Gulati
- November–December 2012
- Article
Toward a Theory of Extended Contact: The Incentives and Opportunities for Bridging Across Network Communities
By: Maxim Sytch, Adam Tatarynowicz and Ranjay Gulati
This study investigates the determinants of bridging ties within networks of interconnected firms. Bridging ties are defined as nonredundant connections between firms located in different network communities. We highlight how firms can enter into these relationships... View Details
Sytch, Maxim, Adam Tatarynowicz, and Ranjay Gulati. "Toward a Theory of Extended Contact: The Incentives and Opportunities for Bridging Across Network Communities." Organization Science 23, no. 6 (November–December 2012): 1658–1681.
- 2022
- Working Paper
Developing a Sustainable High Commitment, High Performance System of Organizing, Managing, and Leading: An Actionable Systems Theory of Change and Development
By: Michael Beer
This paper presents a theory for developing an adaptive high commitment, high performance system of organizing, managing, and leading. It is a synthesis of my 50 years of action and field research presented in my books and articles. It operationalized and makes... View Details
Keywords: Organizational Learning; Organizational Change and Adaptation; Leadership; Management Practices and Processes
Beer, Michael. "Developing a Sustainable High Commitment, High Performance System of Organizing, Managing, and Leading: An Actionable Systems Theory of Change and Development." Harvard Business School Working Paper, No. 23-016, September 2022.
- Article
Making a Difference: Developing Actionable Knowledge for Practice and Theory
By: Michael Beer
There is a widely acknowledged gap between academic research and practice. While the field of organizational studies and development has had an impact on management practice in some organizations, it has had only a modest impact on widely accepted management practice... View Details
Keywords: Actionable Knowledge; Actionable Practice; Normal Science; Scholar-consultant; Management Practices and Processes; Theory; Innovation Leadership; Organizations; Performance Effectiveness
Beer, Michael. "Making a Difference: Developing Actionable Knowledge for Practice and Theory." Journal of Applied Behavioral Science 56, no. 4 (December 2020): 506–520.
- 1980
- Other Unpublished Work
Inventive Plans Related to Rawls' Theory of Justice - HBS Discussion Paper
By: J. Ronald Fox
- 2018
- Working Paper
Forecasting Airport Transfer Passenger Flow Using Real-Time Data and Machine Learning
By: Xiaojia Guo, Yael Grushka-Cockayne and Bert De Reyck
Problem definition: In collaboration with Heathrow Airport, we develop a predictive system that generates quantile forecasts of transfer passengers’ connection times. Sampling from the distribution of individual passengers’ connection times, the system also produces... View Details
Keywords: Quantile Forecasts; Regression Tree; Copula; Passenger Flow Management; Data-driven Operations; Forecasting and Prediction; Data and Data Sets
Guo, Xiaojia, Yael Grushka-Cockayne, and Bert De Reyck. "Forecasting Airport Transfer Passenger Flow Using Real-Time Data and Machine Learning." Harvard Business School Working Paper, No. 19-040, October 2018.
- 1988
- Book
The Essential Alfred Chandler: Essays Toward a Historical Theory of Big Business
Keywords: Business History
McCraw, T. K., ed. The Essential Alfred Chandler: Essays Toward a Historical Theory of Big Business. Boston: Harvard Business School Press, 1988.