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- Faculty Publications (1,935)
Show Results For
-
All HBS Web
(3,962)
- People (2)
- News (528)
- Research (2,733)
- Events (42)
- Multimedia (21)
- Faculty Publications (1,935)
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- 1997
- Working Paper
Making Sense of Race Relations in Organizations: Theories for Practice
By: David A. Thomas and Karen L. Proudford
- 2022
- Working Paper
TalkToModel: Explaining Machine Learning Models with Interactive Natural Language Conversations
By: Dylan Slack, Satyapriya Krishna, Himabindu Lakkaraju and Sameer Singh
Practitioners increasingly use machine learning (ML) models, yet they have become more complex and harder to understand. To address this issue, researchers have proposed techniques to explain model predictions. However, practitioners struggle to use explainability...
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Slack, Dylan, Satyapriya Krishna, Himabindu Lakkaraju, and Sameer Singh. "TalkToModel: Explaining Machine Learning Models with Interactive Natural Language Conversations." Working Paper, 2022.
- May 2016
- Article
Matching with Slot-Specific Priorities: Theory
By: Scott Duke Kominers and Tayfun Sönmez
We introduce a two-sided, many-to-one matching with contracts model in which agents with unit demand match to branches that may have multiple slots available to accept contracts. Each slot has its own linear priority order over contracts; a branch chooses contracts by...
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Keywords:
Matching With Contracts;
Stability;
Strategy-proofness;
School Choice;
Affirmative Action;
Airline Seat Upgrades;
Contracts;
Market Design;
Marketplace Matching;
Balance and Stability
Kominers, Scott Duke, and Tayfun Sönmez. "Matching with Slot-Specific Priorities: Theory." Theoretical Economics 11, no. 2 (May 2016): 683–710.
- Jul 2004 - 2004
- Conference Presentation
Foundations for a Theory of Institutional Entrepreneurship: Solving the Paradox of Embedded Agency
By: Julie Battilana
- April 2024
- Article
A Machine Learning Algorithm Predicting Risk of Dilating VUR among Infants with Hydronephrosis Using UTD Classification
By: Hsin-Hsiao Scott Wang, Michael Lingzhi Li, Dylan Cahill, John Panagides, Tanya Logvinenko, Jeanne Chow and Caleb Nelson
Backgrounds: Urinary Tract Dilation (UTD) classification has been designed to be a more objective grading system to evaluate antenatal and post-natal UTD. Due to unclear association between UTD classifications to specific anomalies such as vesico-ureteral reflux (VUR),...
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Wang, Hsin-Hsiao Scott, Michael Lingzhi Li, Dylan Cahill, John Panagides, Tanya Logvinenko, Jeanne Chow, and Caleb Nelson. "A Machine Learning Algorithm Predicting Risk of Dilating VUR among Infants with Hydronephrosis Using UTD Classification." Journal of Pediatric Urology 20, no. 2 (April 2024): 271–278.
- 2022
- Working Paper
The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective
By: Satyapriya Krishna, Tessa Han, Alex Gu, Javin Pombra, Shahin Jabbari, Steven Wu and Himabindu Lakkaraju
As various post hoc explanation methods are increasingly being leveraged to explain complex models in high-stakes settings, it becomes critical to develop a deeper understanding of if and when the explanations output by these methods disagree with each other, and how...
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Krishna, Satyapriya, Tessa Han, Alex Gu, Javin Pombra, Shahin Jabbari, Steven Wu, and Himabindu Lakkaraju. "The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective." Working Paper, 2022.
- 2011
- Other Unpublished Work
Toward a Theory of Overlapping Cultural Repertoires in Global Collaboration
By: Tsedal Neeley, Ryann Elizabeth Manning and Mark Mortensen
- 2002
- Report
Technology Strategy: The Theory and Application of the Christensen Model
By: C. M. Christensen and Steven Milunovich
- February 2023
- Article
The Effect of Systems of Management Controls on Honesty in Managerial Reporting
By: Aishwarrya Deore, Susanna Gallani and Ranjani Krishnan
While budgetary controls with capital rationing are optimal in theory and widespread in practice, empirical research documents their association with higher employee dishonesty compared to budgetary controls without rationing. In this study, we examine whether...
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Keywords:
Directing Controls;
Misreporting;
Mission Statements;
Participative Budgeting;
Stewardship Theory;
Systems Of Management Controls;
Capital;
Budgets and Budgeting;
Mission and Purpose
Deore, Aishwarrya, Susanna Gallani, and Ranjani Krishnan. "The Effect of Systems of Management Controls on Honesty in Managerial Reporting." Art. 101401. Accounting, Organizations and Society 105 (February 2023).
- 1975
- Article
Women and the Structure of Organizations: Explorations in Theory and Behavior
By: R. M. Kanter
Kanter, R. M. "Women and the Structure of Organizations: Explorations in Theory and Behavior." Sociological Inquiry 45, nos. 2-3 (1975). (Also in Another Voice, edited by M. Millman and R.M. Kanter. N.Y.: Doubleday Anchor, 1975; Reprintings include: The Management of Libraries: Basic Readings, edited by B.P. Lynch. Neil Schuman, 1985; The Sociology of Organizations: Basic Studies, edited by O. Grusky and G.A. Miller (Rev. ed.) N.Y.: Free Press, 1980;.)
- 2013
- Chapter
Capturing History: The Case of the Federal Radio Commission in 1927
By: David Moss and Jonathan Lackow
In the study of regulation (and political economy more generally), there is a danger that historical inferences from theory may infect historical tests of theory. It is imperative, therefore, that historical tests always involve a vigorous search not only for...
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Keywords:
Capture;
History By Inference;
Economic Theory Of Regulation;
Federal Radio Commission;
Theory;
Economics;
Media and Broadcasting Industry;
United States
Moss, David, and Jonathan Lackow. "Capturing History: The Case of the Federal Radio Commission in 1927." Chap. 8 in Preventing Regulatory Capture: Special Interest Influence and How to Limit It, edited by Daniel Carpenter and David Moss. Cambridge: Cambridge University Press, 2013.
- 2008
- Chapter
Assessing Creativity and Its Antecedents: An Exploration of the Componential Theory of Creativity
By: T. M. Amabile and Jennifer Mueller
Amabile, T. M., and Jennifer Mueller. "Assessing Creativity and Its Antecedents: An Exploration of the Componential Theory of Creativity." In Handbook of Organizational Creativity, edited by Jing Zhou and Christina E. Shalley. Lawrence Erlbaum Associates, 2008.
- March 1989
- Article
Cheap Talk and the Fed: A Theory of Imprecise Policy Announcements
Stein, Jeremy. "Cheap Talk and the Fed: A Theory of Imprecise Policy Announcements." American Economic Review 79, no. 1 (March 1989): 32–42.
- 2014
- Chapter
Schumpeter's Plea: Historical Reasoning in Entrepreneurial Theory and Research
By: G. Jones and R. Daniel Wadhwani
This chapter draws on theories of entrepreneurship and history to explore the ways in which historical processes play an integral role in entrepreneurship. It builds off the plea by Joseph Schumpeter for an active exchange between historical approaches and theories of...
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Jones, G., and R. Daniel Wadhwani. "Schumpeter's Plea: Historical Reasoning in Entrepreneurial Theory and Research." Chap. 8 in Organizations in Time: History, Theory, Methods, edited by Marcelo Bucheli and R. Daniel Wadhwani, 192–216. New York: Oxford University Press, 2014.
- June 2019
- Supplement
Improving Worker Safety in the Era of Machine Learning: Practicum in Predictive Analytics
By: Michael W. Toffel and Dan Levy
- 25 Jun 2014
- Working Paper Summaries
Does ‘Could’ Lead to Good? Toward a Theory of Moral Insight
- 2019
- Article
Creativity from Paradoxical Experience: A Theory of How Individuals Achieve Creativity while Adopting Paradoxical Frames
By: Goran Calic, Sébastien Hélie, Nick Bontis and Elaine Mosakowski
Purpose:
Extant paradox theory suggests that adopting paradoxical frames, which are mental templates adopted by individuals in order to embrace contradictions, will result in superior firm performance. Superior performance is achieved through learning and creativity,...
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Calic, Goran, Sébastien Hélie, Nick Bontis, and Elaine Mosakowski. "Creativity from Paradoxical Experience: A Theory of How Individuals Achieve Creativity while Adopting Paradoxical Frames." Journal of Knowledge Management 23, no. 3 (2019): 397–418.
- 2013
- Working Paper
Management: Theory and Practice, and Cases
By: Richard L. Nolan
This working paper reports on a major Harvard Business School project designed to enhance MBA and practicing executives in case learning. The work is built on the foundation of HBS field cases employing the monomyth "hero's journey" classic story structure along... View Details
Keywords:
Innovation;
CIO;
CEO;
Hero's Journey;
Monomyth;
Management;
Practice;
Cases;
Theory;
Innovation and Invention
Nolan, Richard L. "Management: Theory and Practice, and Cases." Harvard Business School Working Paper, No. 14-026, September 2013.
- 1995
- Chapter
An Exploration of Common Ground: Integrating Evolutionary and Strategic Theories of the Firm
By: C. A. Montgomery, N. Juul Foss and C. Knudsen
Montgomery, C. A., N. Juul Foss, and C. Knudsen. "An Exploration of Common Ground: Integrating Evolutionary and Strategic Theories of the Firm." In Resource-Based and Evolutionary Theories of the Firm: Towards a Synthesis, edited by C. A. Montgomery, 1–17. Norwell, MA: Kluwer Academic Publishers, 1995.
- 25 Oct 2013
- Working Paper Summaries