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  • Article

Reliable Post hoc Explanations: Modeling Uncertainty in Explainability

By: Dylan Slack, Sophie Hilgard, Sameer Singh and Himabindu Lakkaraju
As black box explanations are increasingly being employed to establish model credibility in high stakes settings, it is important to ensure that these explanations are accurate and reliable. However, prior work demonstrates that explanations generated by... View Details
Keywords: Black Box Explanations; Bayesian Modeling; Decision Making; Risk and Uncertainty; Information Technology
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  • Web

Curriculum - Business & Environment

decisions involving sustainability issues. Cases are set in a variety of industry contexts, including energy, agriculture, transportation, chemicals, and investment. Some of the environment-related cases recently taught (Spring and Fall... View Details
  • 25 Nov 2008
  • First Look

First Look: November 25, 2008

decisions about whether to quit the job he loves at Hewlett-Packard to join Apple Computer, how to define his role within Apple, whether to take on Jobs as his co-founder, whether to accept a third co-founder proposed by Jobs, and how to... View Details
Keywords: Martha Lagace
  • Web

About the Center - Christensen Center for Teaching & Learning

qualitative course evaluation analysis on both the faculty and course level as well as for midterm feedback; advice and counsel in the areas of pre-term planning, within-term troubleshooting, post-term reflection, classroom presence... View Details
  • 29 Jan 2008
  • First Look

First Look: January 29, 2008

Authors:Yonca Ertimur, Fabrizio Ferri, and Stephen R. Stubben Abstract We document the frequency of implementation of non-binding, majority-vote (MV) shareholder proposals and analyze the determinants and consequences of Boards' decisions... View Details
Keywords: Martha Lagace
  • 05 Nov 2013
  • First Look

First Look: November 5

at Harvard Business School, Collis' new text takes the firm that operates across borders as a unit of analysis and the senior manager in a multinational as the typical decision maker. Illustrated with... View Details
Keywords: Sean Silverthorne
  • Web

Accounting & Management Awards & Honors - Faculty & Research

School in 2011. Dennis Campbell : Won the 2011 Stan Hardy Award for Outstanding Paper published in the field of Operations Management from the Decision Sciences Institute for his paper with Ryan W. Buell and Frances X. Frei, “Are... View Details
  • 2009
  • Working Paper

Principles that Matter: Sustaining Software Innovation from the Client to the Web

By: Marco Iansiti
Economic analysis often reviews the role of principles—such as respect for intellectual property rights—in driving innovation. Given the interdependent nature of innovation in information technology, three core principles have emerged that work together to ensure that... View Details
Keywords: Decision Choices and Conditions; Technological Innovation; Intellectual Property; Partners and Partnerships; Competition; Information Technology; Internet and the Web
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  • 05 Feb 2008
  • First Look

First Look: February 5, 2008

(2) Review prior research on behavioral decision making to identify ideas that may be relevant to the domain of psychological influence; (3) Provide a series of examples of how behavioral decision research... View Details
Keywords: Martha Lagace
  • 24 Jun 2014
  • First Look

First Look: June 24

terms shape the impact of economic shocks on trade. Analysis of transaction-level data from a U.S.-based exporter of frozen and refrigerated food products, primarily poultry, reveals broad patterns about the use of alternative financing... View Details
Keywords: Sean Silverthorne
  • 14 Oct 2014
  • First Look

First Look: October 14

information for plants in over 100 countries, we construct a spatially continuous index of pairwise-industry agglomeration and investigate the patterns and determinants underlying the global economic geography of multinational firms. Our View Details
Keywords: Sean Silverthorne
  • 30 May 2023
  • Research & Ideas

Can AI Predict Whether Shoppers Would Pick Crest or Colgate?

data.” The researchers also found that telling GPT that it had purchased a product before, such as yogurt, and how much of the product the “customer” already had at home, affected purchasing decisions in predictable ways: the more yogurt... View Details
Keywords: by Kristen Senz
  • August 2000
  • Case

Developing Nurse Practitioners at the College of St. Catherine

By: Clayton M. Christensen and Sarah S. Khetani
Margaret McLaughlin has just begun her new appointment as the Dean of Health Professions at the College of St. Catherine in Minneapolis/St. Paul, Minnesota. As an education leader, her charge is to develop Minnesota's health care workforce for the future. She is... View Details
Keywords: Trends; Debates; Decision Choices and Conditions; Higher Education; Teaching; Growth and Development; Technological Innovation; Leading Change; Goals and Objectives; Value Creation; Health Industry
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  • January 2021 (Revised March 2021)
  • Case

THE YES: Reimagining the Future of E-Commerce with Artificial Intelligence (AI)

By: Jill Avery, Ayelet Israeli and Emma von Maur
THE YES, a multi-brand shopping app launched in May 2020 offered a new type of buying experience for women’s fashion, driven by a sophisticated algorithm that used data science and machine learning to create and deliver a personalized store for every shopper, based on... View Details
Keywords: Data; Data Analytics; Artificial Intelligence; AI; AI Algorithms; AI Creativity; Fashion; Retail; Retail Analytics; E-Commerce Strategy; Platform; Platforms; Big Data; Preference Elicitation; Preference Prediction; Predictive Analytics; App Development; ＂Marketing Analytics＂; Advertising; Mobile App; Mobile Marketing; Apparel; Online Advertising; Referral Rewards; Referrals; Female Ceo; Female Entrepreneur; Female Protagonist; Analytics and Data Science; Analysis; Creativity; Marketing Strategy; Brands and Branding; Consumer Behavior; Demand and Consumers; Forecasting and Prediction; Marketing Channels; Digital Marketing; Internet and the Web; Mobile and Wireless Technology; AI and Machine Learning; E-commerce; Digital Platforms; Fashion Industry; Retail Industry; Apparel and Accessories Industry; Consumer Products Industry; United States
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  • Web

Faculty & Researchers - Managing the Future of Work

, Harvard Business School case, 2022. With Karim R. Lakhani and Kerry Herman. Threadless: The Renewal of an Online Community , Harvard Business School case, 2021. With Karim Lakhani and Christian Godwin. Digital Infrastructure , Economic View Details
  • Web

Faculty - Creating Emerging Markets

Research Interests : corporate governance , disclosure , financial intermediaries , financial reporting , financial statement analysis Interviews Kutayba Alghanim Nien-he Hsieh Kim B. Clark Professor of Business Administration Research... View Details
  • 07 Oct 2014
  • First Look

First Look: October 7

Business School Case 914-049 YAAS's Service Center This case is about a compensation change at an automotive service company in the Middle East. The case allows investigation and analysis of many issues related to compensation design and... View Details
Keywords: Sean Silverthorne
  • 26 May 2015
  • First Look

First Look: May 26

elaborate a definition of the business model as decisions enforced by the authority of the firm; this definition builds on the analytical success of previous approaches while enabling the analysis of... View Details
Keywords: Sean Silverthorne
  • 03 Mar 2008
  • First Look

First Look: March 4, 2008

Vayanos Abstract We examine empirically how the maturity structure of government debt affects bond yields and excess returns. Our analysis is based on a theoretical model of preferred habitat in which clienteles with strong preferences... View Details
Keywords: Martha Lagace
  • 12 Feb 2013
  • First Look

First Look: Feb. 12

attributes of a decision problem. The hierarchy of new conditions varies in the degree to which it specifies the functional form, ranging from more general solutions with weaker constraints, to more specific solutions with stronger... View Details
Keywords: Sean Silverthorne