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Show Results For
- All HBS Web
(4,099)
- People (2)
- News (544)
- Research (2,826)
- Events (51)
- Multimedia (21)
- Faculty Publications (2,037)
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- October 2018
- Article
A Theory of Intergenerational Mobility
By: Gary Becker, Scott Duke Kominers, Kevin Murphy and Jorg L. Spenkuch
We develop a model of intergenerational resource transmission that emphasizes the link between cross-sectional inequality and intergenerational mobility. By drawing on first principles of human capital theory, we derive several novel results. In particular, we show... View Details
Keywords: Intergenerational Mobility; Inequality; Complementarities; Equality and Inequality; Human Capital; Income; Family and Family Relationships
Becker, Gary, Scott Duke Kominers, Kevin Murphy, and Jorg L. Spenkuch. "A Theory of Intergenerational Mobility." Journal of Political Economy 126, no. S1 (October 2018): S7–S25.
- Teaching Interest
Great Theorems of Microeconomic Theory
By: Jerry R. Green
This course covers the field of microeconomics as seen through the lens of the "great theorems" that have determined its evolution since WWII. During that time period the entire field of economics has changed. It is now described in terms of advanced mathematics, much... View Details
- 2015
- Working Paper
A Theory of Intergenerational Mobility
By: Gary Becker, Scott Duke Kominers, Kevin Murphy and Jorg L. Spenkuch
We develop a model of intergenerational resource transmission that emphasizes the link between cross-sectional inequality and intergenerational mobility. By drawing on first principles of human capital theory, we derive several novel results. In particular, we show... View Details
Keywords: Intergenerational Mobility; Inequality; Complementarities; Human Capital; Equality and Inequality; Income; Family and Family Relationships
Becker, Gary, Scott Duke Kominers, Kevin Murphy, and Jorg L. Spenkuch. "A Theory of Intergenerational Mobility." Working Paper, August 2015.
- 2010
- Book
Handbook of Leadership Theory and Practice
By: Nitin Nohria and Rakesh Khurana
The study of leadership suffers intellectual neglect and has yet to be considered a serious academic discipline. And though the mission statements of most business schools profess to "develop leaders who make a difference in the world," these same schools produce... View Details
Nohria, Nitin, and Rakesh Khurana, eds. Handbook of Leadership Theory and Practice. Harvard Business Press, 2010.
- spring 1973
- Article
Theory of Rational Option Pricing
By: Robert C. Merton
Merton, Robert C. "Theory of Rational Option Pricing." Bell Journal of Economics and Management Science 4, no. 1 (spring 1973): 141–183. (Chapter 8 in Continuous-Time Finance.)
- Research Summary
Making Machine Learning Models Interpretable
I work on developing various tools and methodologies which can help decision makers (e.g., doctors, managers) to better understand the predictions of machine learning models. View Details
- Article
Machine Learning Approaches to Facial and Text Analysis: Discovering CEO Oral Communication Styles
By: Prithwiraj Choudhury, Dan Wang, Natalie A. Carlson and Tarun Khanna
We demonstrate how a novel synthesis of three methods—(1) unsupervised topic modeling of text data to generate new measures of textual variance, (2) sentiment analysis of text data, and (3) supervised ML coding of facial images with a cutting-edge convolutional neural... View Details
Keywords: CEOs; Communication Style; Machine Learning; Spoken Communication; Nonverbal Communication; Personal Characteristics; Analysis; Performance
Choudhury, Prithwiraj, Dan Wang, Natalie A. Carlson, and Tarun Khanna. "Machine Learning Approaches to Facial and Text Analysis: Discovering CEO Oral Communication Styles." Strategic Management Journal 40, no. 11 (November 2019): 1705–1732.
- Article
Organizational Innovation in the Multinational Enterprise: Internalization Theory and Business History
By: Teresa da Silva Lopes, Mark Casson and Geoffrey Jones
This article engages in a methodological experiment by using historical evidence to challenge a common misperception about internalization theory. The theory has often been criticized for maintaining that it assumes a hierarchically organized MNE based on knowledge... View Details
Keywords: Internalization; Multinational Strategy; Business History; Organization And Management Theory; Globalization; Entrepreneurship; Governance; History; Organizations; Theory; Africa; Asia; Europe; Latin America; North and Central America
da Silva Lopes, Teresa, Mark Casson, and Geoffrey Jones. "Organizational Innovation in the Multinational Enterprise: Internalization Theory and Business History." Journal of International Business Studies 50, no. 8 (October 2019): 1338–1358.
- 2025
- Working Paper
A Cognitive Theory of Reasoning and Choice
By: Pedro Bordalo, Nicola Gennaioli, Giacomo Lanzani and Andrei Shleifer
We present a theory of decisions in which attention to the features of choice options is determined by the decision maker's categorization of the current choice problem in a set of problems she solved in the past. Categorization depends on goal-relevant as well as... View Details
Bordalo, Pedro, Nicola Gennaioli, Giacomo Lanzani, and Andrei Shleifer. "A Cognitive Theory of Reasoning and Choice." NBER Working Paper Series, No. 33466, February 2025.
- July 19, 1998
- Article
In the Grip of the Dumb Machine
By: R. S. Tedlow
Keywords: Machinery and Machining
Tedlow, R. S. "In the Grip of the Dumb Machine." Times-Picayune (July 19, 1998).
- Research Summary
Adoption of Machine Learning Models in Real World Decision Making
The goal of this research is to assess the impact of deploying machine learning models in real world decision making in domains such as health care. View Details
- 12 Jul 2007
- Working Paper Summaries
Toward a Theory of Behavioral Operations
Keywords: by Francesca Gino & Gary Pisano
- May 1977 (Revised October 1989)
- Case
International Business Machines (F): Contracting for the Development and Manufacture of a New Machine
Corey, E. Raymond, and Roger Bennett. "International Business Machines (F): Contracting for the Development and Manufacture of a New Machine." Harvard Business School Case 577-159, May 1977. (Revised October 1989.)
- 2007
- Working Paper
Interpersonal Authority in a Theory of the Firm
This paper develops a theory of the firm in which a firm's centralized asset ownership and low-powered incentives give a manager 'interpersonal authority' over employees (in a world with differing priors). The paper derives such interpersonal authority as... View Details
Keywords: Governance Controls; Employee Relationship Management; Managerial Roles; Motivation and Incentives; Boundaries; Theory
Van den Steen, Eric J. "Interpersonal Authority in a Theory of the Firm." Sloan School of Management Working Paper, No. 4667-07, July 2007. (Available at SSRN.)
- Article
Multivariate Unsupervised Machine Learning for Anomaly Detection in Enterprise Applications
By: Daniel Elsner, Pouya Aleatrati Khosroshahi, Alan MacCormack and Robert Lagerström
Existing application performance management (APM) solutions lack robust anomaly detection capabilities and root cause analysis techniques that do not require manual efforts and domain knowledge. In this paper, we develop a density-based unsupervised machine learning... View Details
Keywords: Big Data; Data Science And Analytics Management; Governance And Compliance; Organizational Systems And Technology; Anomaly Detection; Application Performance Management; Machine Learning; Enterprise Architecture; Analytics and Data Science
Elsner, Daniel, Pouya Aleatrati Khosroshahi, Alan MacCormack, and Robert Lagerström. "Multivariate Unsupervised Machine Learning for Anomaly Detection in Enterprise Applications." Proceedings of the Hawaii International Conference on System Sciences 52nd (2019): 5827–5836.
- 2020
- Working Paper
Is Accounting Useful for Forecasting GDP Growth? A Machine Learning Perspective
We provide a comprehensive examination of whether, to what extent, and which accounting variables are useful for improving the predictive accuracy of GDP growth forecasts. We leverage statistical models that accommodate a broad set of (341) variables—outnumbering the... View Details
Keywords: Big Data; Elastic Net; GDP Growth; Machine Learning; Macro Forecasting; Short Fat Data; Accounting; Economic Growth; Forecasting and Prediction; Analytics and Data Science
Datar, Srikant, Apurv Jain, Charles C.Y. Wang, and Siyu Zhang. "Is Accounting Useful for Forecasting GDP Growth? A Machine Learning Perspective." Harvard Business School Working Paper, No. 21-113, December 2020.
- Article
Towards a Dynamic Theory of Strategy
By: M. E. Porter
Porter, M. E. "Towards a Dynamic Theory of Strategy." Strategic Management Journal 12 (Winter 1991).
- fall 2008
- Article
Toward a Theory of Behavioral Operations
By: Francesca Gino and Gary P. Pisano
Human beings are critical to the functioning of the vast majority of operating systems, influencing both the way these systems work and how they perform. Yet most formal analytical models of operations assume that the people who participate in operating systems are... View Details
Keywords: Management Systems; Operations; Mathematical Methods; Behavior; Cognition and Thinking; Perspective; Theory
Gino, Francesca, and Gary P. Pisano. "Toward a Theory of Behavioral Operations." Manufacturing & Service Operations Management 10, no. 4 (fall 2008): 676–691.
- 1985
- Chapter
Toward a Focal-Point Theory of Bargaining
By: A. E. Roth
Roth, A. E. "Toward a Focal-Point Theory of Bargaining." In Game-Theoretic Models of Bargaining, edited by A. E. Roth, 259–268. Cambridge University Press, 1985.