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  • All HBS Web  (198)
    • News  (22)
    • Research  (143)
    • Events  (5)
  • Faculty Publications  (69)

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  • All HBS Web  (198)
    • News  (22)
    • Research  (143)
    • Events  (5)
  • Faculty Publications  (69)
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  • 22 Nov 2023
  • Research & Ideas

Humans vs. Machines: Untangling the Tasks AI Can (and Can't) Handle

consultants using AI were 19 percentage points less likely to produce the right answer. “Organizations need an experimental mindset where they implement a methodical test-and-learn approach.” How to tell... View Details
Keywords: by Rachel Layne; Information Technology; Technology
  • 2023
  • Article

On Minimizing the Impact of Dataset Shifts on Actionable Explanations

By: Anna P. Meyer, Dan Ley, Suraj Srinivas and Himabindu Lakkaraju
The Right to Explanation is an important regulatory principle that allows individuals to request actionable explanations for algorithmic decisions. However, several technical challenges arise when providing such actionable explanations in practice. For instance, models... View Details
Keywords: Mathematical Methods; Analytics and Data Science
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Meyer, Anna P., Dan Ley, Suraj Srinivas, and Himabindu Lakkaraju. "On Minimizing the Impact of Dataset Shifts on Actionable Explanations." Proceedings of the Conference on Uncertainty in Artificial Intelligence (UAI) 39th (2023): 1434–1444.
  • 11 Dec 2007
  • First Look

First Look: December 11, 2007

336-339 Abstract Experimental economics and social psychology share an interest in a widening subset of topics, relying on similar lab-based methods to address similar questions about human behavior, yet... View Details
Keywords: Martha Lagace
  • 20 Oct 2015
  • First Look

October 20, 2015

People Who Care About Others Cooperate More? Experimental Evidence from Relative Incentive Pay By: Hernandez, Pablo, Dylan B. Minor, and Dana Sisak Abstract—We experimentally study ways in which the social... View Details
Keywords: Sean Silverthorne
  • 2023
  • Article

Balancing Risk and Reward: An Automated Phased Release Strategy

By: Yufan Li, Jialiang Mao and Iavor Bojinov
Phased releases are a common strategy in the technology industry for gradually releasing new products or updates through a sequence of A/B tests in which the number of treated units gradually grows until full deployment or deprecation. Performing phased releases in a... View Details
Keywords: Product Launch; Mathematical Methods; Product Development
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Li, Yufan, Jialiang Mao, and Iavor Bojinov. "Balancing Risk and Reward: An Automated Phased Release Strategy." Advances in Neural Information Processing Systems (NeurIPS) (2023).
  • Research Summary

The Toyota Production System: Rules for Activity, Connection, and Pathway Design and Improvement

Researchers have established that Toyota enjoys advantages in cost, quality, lead time, and flexibility when compared to its competitors in automobile assembly. Differences in generating value have been attributed to differences between the Toyota Production System... View Details

  • Article

Beyond Individualized Recourse: Interpretable and Interactive Summaries of Actionable Recourses

By: Kaivalya Rawal and Himabindu Lakkaraju
As predictive models are increasingly being deployed in high-stakes decision-making, there has been a lot of interest in developing algorithms which can provide recourses to affected individuals. While developing such tools is important, it is even more critical to... View Details
Keywords: Predictive Models; Decision Making; Framework; Mathematical Methods
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Rawal, Kaivalya, and Himabindu Lakkaraju. "Beyond Individualized Recourse: Interpretable and Interactive Summaries of Actionable Recourses." Advances in Neural Information Processing Systems (NeurIPS) 33 (2020).
  • 22 Jan 2019
  • First Look

New Research and Ideas, January 22, 2019

price-based moves. Publisher's link: https://www.hbs.edu/faculty/Pages/item.aspx?num=55474 in press Journal of Experimental Social Psychology A Counterfeit Competence: After Threat, Cheating Boosts One's Self-Image By: Wakeman W., C.... View Details
Keywords: Dina Gerdeman
  • 05 May 2015
  • First Look

First Look: May 5

scanner panel data from a single California location of a major grocery chain, and completely controlling for consumer heterogeneity, we demonstrate that bringing your own bags simultaneously increases purchases of environmentally friendly as well as indulgent... View Details
Keywords: Carmen Nobel
  • 23 Oct 2007
  • First Look

First Look: October 23, 2007

features of the institution—the incentives staff face and how the institution is governed—remain largely unchanged. Download the paper: http://www.hbs.edu/research/pdf/08-027.pdf The Dynamic Interplay of Inequality and Trust—An View Details
Keywords: Sean Silverthorne
  • 29 Jul 2002
  • Research & Ideas

Time Pressure and Creativity: Why Time is Not on Your Side

teams in 7 companies in 3 industries—fill out a brief electronic diary every day during the entire course of a creative project they were doing in their jobs. Q: The methodology and complexity of the research itself is staggering. Why did you employ the... View Details
Keywords: by Sean Silverthorne; Education; Fine Arts
  • 10 Apr 2018
  • First Look

First Look at New Research, April 10, 2018

for all enrollees) is associated with physician beliefs unsupported by clinical evidence. Publisher's link: https://www.hbs.edu/faculty/Pages/item.aspx?num=54341 forthcoming Journal of Experimental Social Psychology Religious Shoppers... View Details
Keywords: Sean Silverthorne
  • 21 Oct 2014
  • First Look

First Look: October 21

in an overarching aspiration coupled with a contradictory strategic challenge. The challenge to simultaneously explore and exploit provides the logic, tension, and requirement for experimentation that helps an extended management... View Details
Keywords: Sean Silverthorne
  • 18 Nov 2014
  • First Look

First Look: November 18

financial depth on the diffusion of capital-intensive technologies in the late stages of diffusion or in late adopters. Our results are consistent with a view that local financial markets play a critical role in facilitating the process of View Details
Keywords: Sean Silverthorne
  • 29 Oct 2013
  • First Look

First Look: October 29

in a Chaotic World By: Wheeler, Michael Abstract—A member of the world-renowned Program on Negotiation at Harvard Law School introduces the powerful next-generation approach to negotiation. For many years, two approaches to negotiation have prevailed: the... View Details
Keywords: Sean Silverthorne
  • September 2011 (Revised July 2012)
  • Case

Building Watson: Not So Elementary, My Dear!

By: Willy Shih
This case is set inside IBM Research's efforts to build a computer that can successfully take on human challengers playing the game show Jeopardy! It opens with the machine named Watson offering the incorrect answer "Toronto" to a seemingly simple question during the... View Details
Keywords: Technological Innovation; Standards; Product Development; Organizational Change and Adaptation; Mathematical Methods; Research and Development; Information Technology
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Shih, Willy. "Building Watson: Not So Elementary, My Dear!" Harvard Business School Case 612-017, September 2011. (Revised July 2012.)
  • 13 Jun 2017
  • First Look

First Look at New Research and Ideas, June 13

experimentally dissociable, little is known about ambiguity sensitivity in individuals who engage in chronic antisocial behavior. We used a financial decision-making task in a high-risk community-based sample to test for associations... View Details
Keywords: Sean Silverthorne
  • 20 Nov 2012
  • First Look

First Look: November 20

time. Read the paper: http://www.europeanceo.com/business-and-management/2012/07/iso-standards-stamp-approval/ Children Develop a Veil of Fairness Authors:Alex Shaw, Natalia Montinari, Marco Piovesan, Kristina Olson, Francesca Gino, and Michael I. Norton... View Details
Keywords: Sean Silverthorne
  • 21 Sep 2020
  • Research & Ideas

Are You Sabotaging Your Own Company?

it says, people can cause time-sucking distractions that stall an organization’s output by doing physical damage to equipment, buildings, and methods of transportation using everyday items found in a home or workplace. This involves petty... View Details
Keywords: by Dina Gerdeman
  • 13 May 2013
  • Research & Ideas

How to Spot a Liar

researchers recruited 104 participants to play the ultimatum game, a popular tool among experimental economists. In the traditional version of the game, one player (the allocator) receives a sum of money and proposes how to divvy it up... View Details
Keywords: by Carmen Nobel
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