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  • All HBS Web  (1,948)
    • People  (12)
    • News  (341)
    • Research  (1,096)
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  • 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
Keywords: AI and Machine Learning; Decision Choices and Conditions; Mathematical Methods
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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).
  • December 2012
  • Article

Grand Innovation Prizes: A Theoretical, Normative, and Empirical Evaluation

By: Alan MacCormack, Fiona Murray, Scott Stern and Georgina Campbell
This paper provides a systematic examination of the use of a Grand Innovation Prize (GIP) in action—the Progressive Automotive Insurance X PRIZE—a $10 million prize for a highly efficient vehicle. Following a mechanism design approach we define three key dimensions for... View Details
Keywords: Design; Motivation and Incentives; Goals and Objectives; Performance; Auto Industry
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MacCormack, Alan, Fiona Murray, Scott Stern, and Georgina Campbell. "Grand Innovation Prizes: A Theoretical, Normative, and Empirical Evaluation." Research Policy 41, no. 10 (December 2012): 1779–1792.
  • 02 Aug 2012
  • Working Paper Summaries

The Rich Get Richer: Enabling Conditions for Knowledge Use in Organizational Work Teams

Keywords: by Melissa A. Valentine, Bradley R. Staats & Amy C. Edmondson
  • February 2024
  • Article

An Economic Framework for Vaccine Prioritization

By: Mohammad Akbarpour, Eric Budish, Piotr Dworczak and Scott Duke Kominers
We propose an economic framework for determining the optimal allocation of a scarce supply of vaccines that become gradually available during a public health crisis, such as the Covid-19 pandemic. Agents differ in observable and unobservable characteristics, and the... View Details
Keywords: Vaccine; Fairness; Public Finance; Public Goods; Allocation Problems; Allocative Efficiency; Allocation Rules; Social Welfare; Pandemics; Inequality; COVID-19; COVID-19 Pandemic; Public Sector; Resource Allocation; Market Design; Marketplace Matching; Public Administration Industry
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Akbarpour, Mohammad, Eric Budish, Piotr Dworczak, and Scott Duke Kominers. "An Economic Framework for Vaccine Prioritization." Quarterly Journal of Economics 139, no. 1 (February 2024): 359–417. (Authors' names are in certified random order.)
  • 01 Nov 2021
  • What Do You Think?

How Long Does It Take to Improve an Organization’s Culture?

seem to be an obvious performance improvement effort? "An organization’s culture, among other things, touches every functional department ... and is often perceived as critical to its strategic direction." In my research on culture... View Details
Keywords: by James Heskett
  • Research Summary

The Exercise and Development of Leadership

My research in this stream contributes to three recent trends in leadership scholarship. The first is the resurgence of a perspective less preoccupied with leaders' impact on organizational performance and more with their function as sources and symbols of the... View Details

  • 22 Aug 2016
  • Research & Ideas

Master the One-on-One Meeting

But how we treat them as individuals can determine the way their DNA will impact the fabric of your organization. What are you doing, as their manager, to make sure they are satisfied and making the best contribution to your organization? I have View Details
Keywords: by Julia B. Austin
  • 31 May 2016
  • First Look

May 31, 2016

functional proximity over base proximity when locating preventive health services. Publisher's link: https://www.hbs.edu/faculty/Pages/item.aspx?num=51094 forthcoming Production and Operations Management... View Details
Keywords: Sean Silverthorne
  • 24 Jul 2000
  • Research & Ideas

Value Maximization and Stakeholder Theory

we measure better versus worse? Even more simply, How do we keep score? "At the economy wide or social level," he continues, "the issue is the following: If we could dictate the criterion or objective function to be... View Details
Keywords: by Michael C. Jensen
  • 29 May 2018
  • First Look

New Research and Ideas, May 29, 2018

policies, non-CEO executives’ behavior, and tail risk vary with CEO materialism. We document that the proportion of banks run by materialistic CEOs increased significantly from 1994 to 2004, that the strength of risk management View Details
Keywords: Dina Gerdeman
  • December 2011
  • Case

Roger Caracappa: Package Deals for the Estée Lauder Companies

By: James K. Sebenius
Roger Caracappa must negotiate a cost-saving, innovative proposal from a potential French supplier that could displace the otherwise satisfactory, long-time incumbent supplier. Shortly after being promoted to executive vice president of the Estée Lauder Companies with... View Details
Keywords: Operations; Supply Chain Management; Change; Innovation and Invention; Cost vs Benefits; Beauty and Cosmetics Industry
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Sebenius, James K. "Roger Caracappa: Package Deals for the Estée Lauder Companies." Harvard Business School Case 912-003, December 2011.
  • 15 Jan 2008
  • First Look

First Look: January 15, 2008

the challenges of transforming American community hospital systems. Can be used to teach: the evolution of structure, organization, and strategy of U.S.-based community hospital systems; integrated practice units and care cycles; View Details
Keywords: Martha Lagace
  • 26 Nov 2013
  • First Look

First Look: November 26

identifying the types of GPs that drive the identified correlation between GPs and reduced shareholder value. Publisher's link: http://papers.ssrn.com/sol3/papers.cfm?abstract_id=1718488 August 2013 American Journal of Managed Care... View Details
Keywords: Sean Silverthorne
  • Research Summary

Overview of Research

My research examines approaches to improving the performance of our health care delivery system with a primary focus on health information technology. Reflecting the interdisciplinary nature of my program, my dissertation draws upon theories and insights from... View Details

  • 23 Nov 2021
  • Book

What It Takes to Build an Organizational Culture That Wins

that a culture limits the kinds of strategies that can be executed. As Edgar H. Schein has put it, “More and more management consultants are recognizing ... that, because culture constrains strategy, a company must analyze its culture and... View Details
Keywords: by Avery Forman
  • 31 Jan 2022
  • Research & Ideas

Where Can Digital Transformation Take You? Insights from 1,700 Leaders

tenets of effective leadership are familiar, but everything is happening much, much faster. And the task is not to cross the finish line and turn off the engine, but to get comfortable—as a leader and as a company—with this new pace and... View Details
Keywords: by Linda A. Hill, Ann Le Cam, Sunand Menon, and Emily Tedards
  • 2025
  • Working Paper

Methane Abatement Costs in the Oil and Gas Industry: Survey and Synthesis

By: Joseph E. Aldy, Forest Reinhardt and Robert N. Stavins
There is growing recognition of the relative importance of anthropogenic emissions of methane as a contributor to global climate change. An important source of such emissions in some countries, including the United States, is the oil and gas (O&G) sector. This points... View Details
Keywords: Emission Reduction; Environmental Sustainability; Climate Change; Pollutants; Energy Industry
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Aldy, Joseph E., Forest Reinhardt, and Robert N. Stavins. "Methane Abatement Costs in the Oil and Gas Industry: Survey and Synthesis." NBER Working Paper Series, No. 33564, March 2025.
  • 03 Oct 2023
  • Research Event

Build the Life You Want: Arthur Brooks and Oprah Winfrey Share Happiness Tips

coauthor of the new book Build the Life You Want: The Art and Science of Getting Happier, for an intimate, powerful conversation that touches on: the mistake people make in thinking that money, power, and fame will bring them happiness; the importance of View Details
Keywords: by HBS Staff
  • 12 Mar 2024
  • HBS Case

How Used Products Can Unlock New Markets: Lessons from Apple's Refurbished iPhones

Some of Apple’s most loyal customers think nothing of upgrading to the latest iPhone every time one comes out. But what about consumers who can’t splurge on a $1,000 iPhone 15 Pro? And what about the electronic waste that would accrue if people threw away functional... View Details
Keywords: by Rachel Layne; Electronics; Information Technology
  • December 2008 (Revised January 2011)
  • Case

Arcadia Biosciences: Seeds of Change

By: Arthur A. Daemmrich, Forest L. Reinhardt and Mary Louise Shelman
Arcadia Biosciences is an entrepreneurial California agricultural biotech company seeking to earn carbon credits by modifying commodity crops for use in China and India. Eric Rey, Arcadia's CEO, faced a strategic inflection point in early September 2008. The company... View Details
Keywords: Business Startups; Entrepreneurship; Growth and Development Strategy; Environmental Sustainability; Science-Based Business; Climate Change; Agriculture and Agribusiness Industry; Biotechnology Industry; China; India; California
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Daemmrich, Arthur A., Forest L. Reinhardt, and Mary Louise Shelman. "Arcadia Biosciences: Seeds of Change." Harvard Business School Case 709-019, December 2008. (Revised January 2011.)
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