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(477)
- News (60)
- Research (330)
- Events (2)
- Multimedia (2)
- Faculty Publications (186)
Show Results For
- All HBS Web
(477)
- News (60)
- Research (330)
- Events (2)
- Multimedia (2)
- Faculty Publications (186)
- 2023
- Article
Probabilistically Robust Recourse: Navigating the Trade-offs between Costs and Robustness in Algorithmic Recourse
By: Martin Pawelczyk, Teresa Datta, Johannes van-den-Heuvel, Gjergji Kasneci and Himabindu Lakkaraju
As machine learning models are increasingly being employed to make consequential decisions in real-world settings, it becomes critical to ensure that individuals who are adversely impacted (e.g., loan denied) by the predictions of these models are provided with a means... View Details
Pawelczyk, Martin, Teresa Datta, Johannes van-den-Heuvel, Gjergji Kasneci, and Himabindu Lakkaraju. "Probabilistically Robust Recourse: Navigating the Trade-offs between Costs and Robustness in Algorithmic Recourse." Proceedings of the International Conference on Learning Representations (ICLR) (2023).
- January 2022
- Background Note
Common Prosperity? China Shifts Left
By: William C. Kirby and Noah B. Truwit
Since the founding of the People’s Republic of China in 1949, the ruling Chinese Communist Party (CCP) has been mistrustful of entrepreneurs and the private sector that operates outside the government’s authority. In its first decades under Mao Zedong, the CCP... View Details
Keywords: Market Reform; Gdp; Government Administration; Government and Politics; Private Sector; Governing Rules, Regulations, and Reforms; Economy; Globalized Economies and Regions; Entrepreneurship; Business and Government Relations; Globalized Markets and Industries; Social Issues; Society; Economic Growth; China
- Research Summary
Customer-Centricity as a Vehicle for Organic Growth
By: Ranjay Gulati
This body of work examines the mechanics of how firms grow profitably in commoditizing markets. Underlying the "customer-centricity" that many firms embrace today is a factor that will determine their success with this effort: enabling collaboration across... View Details
Incremental and Radical Innovation: Design Research vs. Technology and Meaning Change
The need has emerged for a better understanding of design research and design innovation and how they are linked. In our discussion, we consider design as the process of “making sense of things.” Hence, our questions turn more precisely into the following ones: What... View Details
- Web
Behavioral Finance & Financial Stability
fluctuations. The authors introduce a novel measure of risk perceptions: the price of volatile stocks. They show that high perceived risk is associated with low risk-free interest rates, a high cost of capital for risky firms, and future declines in View Details
- 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... View Details
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.
- 2012
- Report
Sweden's Position in the Global Economy
By: Christian H.M. Ketels
In the spring of 2012, the Swedish economy is, as many of its peers, facing a difficult and uncertain economic environment. While these challenges are real, the Swedish economy looks much better prepared to deal with them than many of its peers. Following its own... View Details
Keywords: Economy; Financial Crisis; Government and Politics; Policy; Globalization; Competitive Advantage; Sweden
Ketels, Christian H.M. "Sweden's Position in the Global Economy." Globaliseringsforum Rapport, Entreprenörskapsforum, Stockholm, Sweden, 2012.
- Article
DEA Model with Shared Resources and Efficiency Decomposition
By: Yao Chen, Juan Du, H. David Sherman and Joe Zhu
Data envelopment analysis (DEA) has proved to be an excellent approach for measuring performance of decision making units (DMUs) that use multiple inputs to generate multiple outputs. In many real world scenarios, DMUs have a two-stage network process with shared input... View Details
Chen, Yao, Juan Du, H. David Sherman, and Joe Zhu. "DEA Model with Shared Resources and Efficiency Decomposition." European Journal of Operational Research 207, no. 1 (November 2010): 339–349.
- Web
Ways to Give Today - Alumni
a nonprofit association that supports the European research, case writing, and course development activities of Harvard Business School faculty. It makes available to the public at large in France and in Europe the intellectual output it... View Details
- January 2023 (Revised April 2024)
- Case
First to Fight? Culture, Tradition, and the United States Marine Corps (USMC)
By: Ranjay Gulati, Akhil Iyer and Joel Malkin
Over a history of more than 240 years, the United States Marine Corps has forged a distinct culture and institutional identity centered on its “warrior ethos.” In the wars of American history, Marines fought with uncommon valor, rising to international prominence for... View Details
Keywords: Change Management; Transformation; Talent and Talent Management; Government Administration; Management Practices and Processes; Management Systems; Organizational Change and Adaptation; Organizational Culture; Performance Effectiveness; United States
Gulati, Ranjay, Akhil Iyer, and Joel Malkin. "First to Fight? Culture, Tradition, and the United States Marine Corps (USMC)." Harvard Business School Case 423-051, January 2023. (Revised April 2024.)
- Web
Generative AI - Alumni
hiring manager. Read more Of course, ChatGPT won’t replace the cover letter and resume writing process entirely. You should still spend time editing the text outputs for accuracy and to make sure your voice is present. Think of GPT as a... View Details
- Web
Cold Calling - Christensen Center for Teaching & Learning
Evaluation: Will the proposed plant improvements solve the company’s problems? Why or why not? Diagnosis: Why has output declined at the plant over the past year? Description: Walk us though the production facility—how is it organized? A... View Details
- 01 Nov 2020
- Research & Ideas
Good Leadership Is an Act of Kindness
in fear of losing their jobs. In times of crisis, bosses must alter their expectations. As Bryce Covert wrote in a New York Times op-ed, "Keeping output steady while maintaining our physical and mental health just cannot be done. We have... View Details
Keywords: by Boris Groysberg and Susan Seligson
- Article
Moving Beyond Schumpeter: Management Research on the Determinants of Technological Innovation
By: Gautam Ahuja, Curba Morris Lampert and Vivek Tandon
Schumpeter's conjecture that large monopolistic firms were the key source of innovation in modern industrial economies has been the underpinning for much work on the topic of innovation. In this review paper we consciously move beyond the Schumpeterian tradition of... View Details
Ahuja, Gautam, Curba Morris Lampert, and Vivek Tandon. "Moving Beyond Schumpeter: Management Research on the Determinants of Technological Innovation." Academy of Management Annals 2 (2008): 1–98.
- Web
Profiles - MBA
production. The ability to increase efficiency and improve output through technological advancements was a revelation. Later, as an analyst in the energy commodities industry, I delved into the world of predictive modeling. This... View Details
- 16 Jan 2013
- Research & Ideas
The Messy Link Between Slave Owners and Modern Management
determine how far they could push their workers to get the most profit. Using the account books, slave owners could see how many pounds of cotton each slave picked and compare it to their output from previous years—and then create minimum... View Details
Keywords: by Katie Johnston
- Web
Photography and Print Advertising - The High Art of Photographic Advertising - Baker Library | Bloomberg Center
was an expensive enterprise, and before World War I magazine and newspaper publishers tended to favor drawn illustrations over photographs. In the 1920s, the tremendous increase in industrial output and consumer demand led executives to... View Details
- 07 Mar 2023
- HBS Case
ChatGPT: Did Big Tech Set Up the World for an AI Bias Disaster?
AI system contain bias, she contended, the outputs will contain the same bias, a problem that multiplies as the size of the dataset grows. In 2020, Gebru and Emily Bender, a linguistics professor at the University of Washington, led the... View Details
- Web
Human Behavior & Decision-Making - Faculty & Research
promoting dishonesty are discussed. Article The (Perceived) Meaning of Spontaneous Thoughts By: Carey K. Morewedge, Colleen Giblin and Michael I. Norton Spontaneous thoughts, the output of a broad category of uncontrolled and inaccessible... View Details
- November 2023 (Revised March 2024)
- Case
Infarm: Betting the (Indoor) Farm on Food Security
By: Elie Ofek
In the summer of 2023, the co-founders of Infarm, a controlled environment agriculture (CEA) company, were contemplating a major pivot going forward. While Infarm had successfully shown it could grow over 75 products—mainly herbs, leafy greens and mushrooms—in modular... View Details
Keywords: Plant-Based Agribusiness; Business Model; Market Entry and Exit; Science-Based Business; Business Strategy; Transition; Agriculture and Agribusiness Industry; Europe; North America; Toronto; Northeastern United States
Ofek, Elie. "Infarm: Betting the (Indoor) Farm on Food Security." Harvard Business School Case 524-043, November 2023. (Revised March 2024.)