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  • All HBS Web  (3,272)
    • People  (3)
    • News  (522)
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  • Article

Pattern Detection in the Activation Space for Identifying Synthesized Content

By: Celia Cintas, Skyler Speakman, Girmaw Abebe Tadesse, Victor Akinwande, Edward McFowland III and Komminist Weldemariam
Generative Adversarial Networks (GANs) have recently achieved unprecedented success in photo-realistic image synthesis from low-dimensional random noise. The ability to synthesize high-quality content at a large scale brings potential risks as the generated samples may... View Details
Keywords: Subset Scanning; Generative Models; Synthetic Content Detection
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Cintas, Celia, Skyler Speakman, Girmaw Abebe Tadesse, Victor Akinwande, Edward McFowland III, and Komminist Weldemariam. "Pattern Detection in the Activation Space for Identifying Synthesized Content." Pattern Recognition Letters 153 (January 2022): 207–213.
  • March 2021
  • Article

Increasing the Level of Abstraction as a Strategy for Accelerating the Adoption of Complex Technologies

By: Willy C. Shih
Many new technologies are complex and embody high levels of technical sophistication, and applying them should require significant knowledge and experience. Yet, the rapid adoption and incorporation of these technologies into other innovations seems inconsistent with... View Details
Keywords: Abstraction; Technological And Scientific Innovation; Technological Progress; Diffusion Of Innovation; Technology Adoption; Technological Innovation; Complexity; Information Technology; Strategy
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Shih, Willy C. "Increasing the Level of Abstraction as a Strategy for Accelerating the Adoption of Complex Technologies." Strategy Science 6, no. 1 (March 2021): 54–61. (ISSN 2333-2050 (print), ISSN 2333-2077 (online))
  • 06 Jul 2016
  • What Do You Think?

How Do We Pay for the Costs of Globalization?

political process.(including Marco’s comment that “political campaign financing is a related issue”). Those proposing remedies implicitly seemed to agree with RCW’s comment that, “Historic thinking seems to be: ‘It will all work itself... View Details
Keywords: by James L. Heskett; Manufacturing
  • 2015
  • Discussion Paper

The Roles of Import Competition and Export Opportunities for Technical Change

By: Claudia Steinwender
A variety of empirical and theoretical trade papers have suggested and documented a positive impact of trade on the productivity of firms. However, there is less consensus about the underlying mechanism at work. While trade papers focus on access to export markets,... View Details
Keywords: Performance Productivity; Trade
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Steinwender, Claudia. "The Roles of Import Competition and Export Opportunities for Technical Change." CEP Discussion Paper, No. 1334, February 2015.
  • 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
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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.
  • 2008
  • Working Paper

New Framework for Measuring and Managing Macrofinancial Risk and Financial Stability

By: Dale F. Gray, Robert C. Merton and Zvi Bodie
This paper proposes a new approach to improve the way central banks can analyze and manage the financial risks of a national economy. It is based on the modern theory and practice of contingent claims analysis (CCA), which is successfully used today at the level of... View Details
Keywords: Financial Crisis; Macroeconomics; Central Banking; Risk Management
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Gray, Dale F., Robert C. Merton, and Zvi Bodie. "New Framework for Measuring and Managing Macrofinancial Risk and Financial Stability." Harvard Business School Working Paper, No. 09-015, August 2008. (Revised.)
  • 20 Nov 2006
  • Research & Ideas

Open Source Science: A New Model for Innovation

solving the problem was of critical importance for the firm, management decided to break from convention and the disclose the specifics of the problem to a large group of unknown "outside" scientists View Details
Keywords: by Martha Lagace
  • 2021
  • Chapter

Towards a Unified Framework for Fair and Stable Graph Representation Learning

By: Chirag Agarwal, Himabindu Lakkaraju and Marinka Zitnik
As the representations output by Graph Neural Networks (GNNs) are increasingly employed in real-world applications, it becomes important to ensure that these representations are fair and stable. In this work, we establish a key connection between counterfactual... View Details
Keywords: Graph Neural Networks; AI and Machine Learning; Prejudice and Bias
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Agarwal, Chirag, Himabindu Lakkaraju, and Marinka Zitnik. "Towards a Unified Framework for Fair and Stable Graph Representation Learning." In Proceedings of the 37th Conference on Uncertainty in Artificial Intelligence, edited by Cassio de Campos and Marloes H. Maathuis, 2114–2124. AUAI Press, 2021.
  • Article

Regulatory, Legal, and Market Aspects of Smart Wearables for Cardiac Monitoring

By: Jan Benedikt Brönneke, Jennifer Müller, Konstantinos Mouratis, Julia Hagen and Ariel Dora Stern
In the area of cardiac monitoring, the use of digitally driven technologies is on the rise. While the development of medical products is advancing rapidly, allowing for new use-cases in cardiac monitoring and other areas, regulatory and legal requirements that govern... View Details
Keywords: Wearables; Regulatory Changes; Medical Technology; Medical Devices; Market Access; Market Entry and Exit; Information Technology; Health Care and Treatment; Governing Rules, Regulations, and Reforms; United States; Germany; Belgium
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Brönneke, Jan Benedikt, Jennifer Müller, Konstantinos Mouratis, Julia Hagen, and Ariel Dora Stern. "Regulatory, Legal, and Market Aspects of Smart Wearables for Cardiac Monitoring." Art. 4937. Sensors 21, no. 14 (July 2021).
  • January–February 2021
  • Article

Between Home and Work: Commuting as an Opportunity for Role Transitions

By: Jon M. Jachimowicz, Julia Lee Cunningham, Bradley Staats, Francesca Gino and Jochen I. Menges
Across the globe, every workday people commute an average of 38 minutes each way, yet surprisingly little research has examined the implications of this daily routine for work-related outcomes. Integrating theories of boundary work, self-control, and work-family... View Details
Keywords: Commuting; Boundary Work; Self-control; Work-family Conflict; Prospection; Transition
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Jachimowicz, Jon M., Julia Lee Cunningham, Bradley Staats, Francesca Gino, and Jochen I. Menges. "Between Home and Work: Commuting as an Opportunity for Role Transitions." Organization Science 32, no. 1 (January–February 2021): 64–85.
  • July 16, 2016
  • Article

A Game Theoretic Model for Resource Allocation Among Countermeasures with Multiple Attributes

By: Elisabeth C. Paulson, Igor Linkov and Jeffrey Keisler
We study a strategic, two-player, sequential game between an attacker and defender. The defender must allocate resources amongst possible countermeasures and across possible targets. The attacker then chooses a type of threat and a target to attack. This paper proposes... View Details
Keywords: Resource Allocation; Game Theory; Strategy
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Paulson, Elisabeth C., Igor Linkov, and Jeffrey Keisler. "A Game Theoretic Model for Resource Allocation Among Countermeasures with Multiple Attributes." European Journal of Operational Research 252, no. 2 (July 16, 2016): 610–622.
  • 2025
  • Working Paper

When Where Watt: Harnessing the Value of Time and Location for Renewable Electricity Generation

By: Vishrut Rana, Christian Kaps and Serguei Netessine
Problem definition: Investments in renewable energy have surged worldwide in recent years, with over $2 trillion spent globally on clean energy. This surge was driven by growing policy support, concerns about energy security, and, most importantly, the cost... View Details
Keywords: Wind Power; Electricity Distribution; Renewable Energy; Profit; Investment Return; Factories, Labs, and Plants; Geographic Location; Revenue; Energy Industry; Utilities Industry
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Rana, Vishrut, Christian Kaps, and Serguei Netessine. "When Where Watt: Harnessing the Value of Time and Location for Renewable Electricity Generation." Working Paper, January 2025.
  • Article

Social Technology: An Interdisciplinary Approach to Improving Care for Older Adults

By: Arthur Kleinman, Hongtu Chen, Sue E. Levkoff, Ann Forsyth, David E. Bloom, Winnie Yip, Tarun Khanna, Conor J. Walsh, David Perry, Ellen W. Seely, Anne S. Kleinman, Yan Zhang, Yuan Wang, Jun Jing, Tianshu Pan, Ning An, Zhenggang Bai, Jiexiu Wang, Qing Liu and Fawwaz Habbal
Population aging is a defining demographic reality of our era. It is associated with an increase in the societal burden of delivering care to older adults with chronic conditions or frailty. How to integrate global population aging and technology development to help... View Details
Keywords: Health Care and Treatment; Age; Service Delivery; Information Technology; Collaborative Innovation and Invention
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Kleinman, Arthur, Hongtu Chen, Sue E. Levkoff, Ann Forsyth, David E. Bloom, Winnie Yip, Tarun Khanna, Conor J. Walsh, David Perry, Ellen W. Seely, Anne S. Kleinman, Yan Zhang, Yuan Wang, Jun Jing, Tianshu Pan, Ning An, Zhenggang Bai, Jiexiu Wang, Qing Liu, and Fawwaz Habbal. "Social Technology: An Interdisciplinary Approach to Improving Care for Older Adults." Art. 729149. Frontiers in Public Health 9 (2021).
  • 2007
  • Working Paper

New Framework for Measuring and Managing Macrofinancial Risk and Financial Stability

By: Dale F. Gray, Robert C. Merton and Zvi Bodie
This paper proposes a new approach to improve the way central banks can analyze and manage the financial risks of a national economy. It is based on the modern theory and practice of contingent claims analysis (CCA), which is successfully used today at the level of... View Details
Keywords: Financial Crisis; Macroeconomics; Central Banking; Risk Management
Citation
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Gray, Dale F., Robert C. Merton, and Zvi Bodie. "New Framework for Measuring and Managing Macrofinancial Risk and Financial Stability." NBER Working Paper Series, No. 13607, November 2007.
  • 06 May 2021
  • HBS Case

How Four Women Made Miami More Equitable for Startups

Arbuckle Professor of Business Administration at Harvard Business School, their experiences permit an inside look at pushing past barriers. “I had studied Miami’s evolving entrepreneurial ecosystem for an earlier set of cases. But I saw... View Details
Keywords: by Carolyn DiPaolo
  • 01 Oct 2020
  • What Do You Think?

Are CEOs the Wrong Leaders for Stakeholder Capitalism?

within a set of constraints, both direct and indirect (For example) (A) recent Labor Department proposed rule just reiterated that the duty of (ERISA retirement) plan fiduciaries is to maximize investment returns.” Rather than hold CEOs... View Details
Keywords: by James Heskett
  • 07 Aug 2013
  • What Do You Think?

Is There Still a Role for Judgment in Decision-Making?

Summing Up What is the Proper Role of Judgment in Decision-Making? There is a seemingly universal (and currently popular) quest for rational processes—what Hamilton Carvalho terms "cognitive repairs"—to counter the foibles of... View Details
Keywords: by James Heskett
  • Aug 2017
  • Conference Presentation

To Highlight or Downplay Differences? A Threat-Matching Model for Crafting Diversity Approaches

By: J. Lees and E. Apfelbaum
We integrate organizational and psychological scholarship to devise the threat matching model, a contingency theory that illustrates when, how, and which diversity approaches—frameworks leaders provide employees to understand and respond to diversity—promote... View Details
Keywords: Race And Ethnicity; Inclusion; Diversity; Gender; Race; Ethnicity; Equality and Inequality; Leadership
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Lees, J., and E. Apfelbaum. "To Highlight or Downplay Differences? A Threat-Matching Model for Crafting Diversity Approaches." In Making a Case for Diversity: Pros, Cons, and Complexities. Paper presented at the Academy of Management Annual Meeting, Atlanta, GA, August 2017.
  • 01 Mar 2022
  • What Do You Think?

Is It Time for More Reverse Mentoring?

with our younger talent about ideas they are proposing for our company’s strategic direction? Personally, should I be making use of one or more of these apps that I don’t understand? Twenty-five years ago,... View Details
Keywords: by James Heskett
  • 09 Jan 2006
  • What Do You Think?

Should More Transparency Extend to Education for Management?

to the participants' sponsoring organizations. Most schools resist all requests for such information. Should the quality of the educational process be the primary concern in the debate over grade disclosure?... View Details
Keywords: by James Heskett; Education
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