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  • 10 Mar 2022
  • HBS Seminar

Adina Sterling, Stanford

  • 2020
  • Book

The Power of Experiments: Decision-Making in a Data-Driven World

By: Michael Luca and Max H. Bazerman
Have you logged into Facebook recently? Searched for something on Google? Chosen a movie on Netflix? If so, you've probably been an unwitting participant in a variety of experiments—also known as randomized controlled trials—designed to test the impact of changes to an... View Details
Keywords: Experiments; Randomized Controlled Trials; Organizations; Decision Making; Analytics and Data Science; Management Analysis, Tools, and Techniques
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  • 2023
  • Article

Evaluating Explainability for Graph Neural Networks

By: Chirag Agarwal, Owen Queen, Himabindu Lakkaraju and Marinka Zitnik
As explanations are increasingly used to understand the behavior of graph neural networks (GNNs), evaluating the quality and reliability of GNN explanations is crucial. However, assessing the quality of GNN explanations is challenging as existing graph datasets have no... View Details
Keywords: Analytics and Data Science
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  • July 2002 (Revised June 2003)
  • Case

Microsoft Financial History

By: William A. Sahlman
Contains background financial data on Microsoft as of mid-2001. View Details
Keywords: History; Analytics and Data Science; Crime and Corruption; Profit
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  • March 2022 (Revised August 2022)
  • Case

Proximie: Using XR Technology to Create Borderless Operating Rooms

By: Ariel D. Stern and Alpana Thapar
In mid-January 2022, Nadine Hachach-Haram, founder and CEO of Proximie, was thinking about the company’s growth plans. Launched in 2016, Proximie was a platform that enabled clinicians, proctors, and medical device company personnel to be virtually present in operating... View Details
Keywords: Growth and Development Strategy; Technological Innovation; Partners and Partnerships; Strategic Planning; Health Care and Treatment; Analytics and Data Science; Digital Platforms; Health Industry; Lebanon; United Kingdom; United States
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  • 25 Apr 2023
  • HBS Seminar

Bart Vanneste, UCL School of Management

  • November 2016
  • Case

QuintilesIMS: Biosimilar Marketing in England

By: John A. Quelch and Emily C. Boudreau
QuintilesIMS was a leading healthcare consulting firm best known for its data and information offerings as well as its market research and management consulting services for life science companies. By 2015, the company was expanding beyond the biopharmaceutical... View Details
Keywords: Health; Pharmaceutical Industry; Biotech; Marketing; Health Care and Treatment; Biotechnology Industry; England
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    Robert C. Merton

    Robert C. Merton is the School of Management Distinguished Professor of Finance at the MIT Sloan School of Management.

    Merton is University Professor Emeritus at Harvard University and was the George Fisher Baker Professor of... View Details

    Keywords: banking; brokerage; financial services; insurance industry; investment banking industry; retail financial services
    • 28 Aug 2007
    • First Look

    First Look: August 28, 2007

    large economies for the 2001 to 2005 period. We investigate reasons why Chinese firms are more diversified than companies elsewhere. Design/methodology/approach—We collect data on the number of business segments in which publicly traded... View Details
    Keywords: Martha Lagace
    • 11 Feb 2015
    • HBS Seminar

    EVENT POSTPONED - Ohad Barzilay, Tel Aviv University

    • 10 May 2016
    • First Look

    May 10, 2016

    before. However, big data will not solve large urban social science questions on its own. Big data has the most value for the study of cities when it allows measurement of the... View Details
    Keywords: Carmen Nobel
    • 01 Dec 2015
    • First Look

    December 1, 2015

    the concrete promises of applying neuroscience to consumer psychology. Building from this, we focus on using brain data to predict consumer behavior, a topic that has recently generated a lot of excitement from academics and practitioners... View Details
    Keywords: Sean Silverthorne
    • 03 Dec 2014
    • HBS Seminar

    Ginger Jin, University of Maryland

    • 16 May 2016
    • News

    The Airplane As A Microcosm Of Class Divisions

    • February 2011 (Revised November 2011)
    • Supplement

    Berkshire Partners: Bidding for Carter's (CW)

    By: Malcolm P. Baker and David Lane
    Supplemental data on comparable companies to Burger King including both public companies and similar transactions. View Details
    Keywords: Leveraged Buyouts; Analytics and Data Science; Bids and Bidding; Financial Services Industry
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    • April–May 2024
    • Article

    Gone with the Big Data: Institutional Lender Demand for Private Information

    By: Jung Koo Kang
    I explore whether big-data sources can crowd out the value of private information acquired through lending relationships. Institutional lenders have been shown to exploit their access to borrowers’ private information by trading on it in financial markets. As a shock... View Details
    Keywords: Analytics and Data Science; Borrowing and Debt; Financial Markets; Value; Knowledge Dissemination; Financing and Loans
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    • November 1990
    • Case

    Chemplan Corp.: Paint-Rite Division

    By: Paul A. Vatter
    An exercise with data that allows a discussion of regression analysis as a tool for forecasting and understanding structure. View Details
    Keywords: Forecasting and Prediction; Framework; Analytics and Data Science; Mathematical Methods
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      John A. Deighton

      John Deighton is The Harold M. Brierley Professor of Business Administration Emeritus at Harvard Business School. He is an authority on consumer behavior and marketing, with a focus on digital and direct marketing. He teaches in the area of Big Data in Marketing,... View Details

      Keywords: advertising; banking; beverage; communications; computer; consumer products; credit card; e-commerce industry; financial services; grocery; hotels ＆ motels; information technology industry; marketing industry; music; pharmaceuticals; professional services
      • 2019
      • Working Paper

      Machine Learning Approaches to Facial and Text Analysis: Discovering CEO Oral Communication Styles

      By: Prithwiraj Choudhury, Dan Wang, Natalie A. Carlson and Tarun Khanna
      We demonstrate how a novel synthesis of three methods—(1) unsupervised topic modeling of text data to generate new measures of textual variance, (2) sentiment analysis of text data, and (3) supervised ML coding of facial images with a cutting-edge convolutional neural... View Details
      Keywords: Spoken Communication; Business History; Analytics and Data Science; Finance; Performance
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      • January 2019
      • Case

      Data.gov (Abridged)

      By: Karim R. Lakhani, Robert D. Austin and Yumi Yi
      This case presents the logic and execution underlying the launch of Data.gov, an instantiation of President Obama's initiative for transparency and open government. The process used by Vivek Kundra, the federal CIO, and his team to rapidly develop the website and to... View Details
      Keywords: Safety; Rights; Analytics and Data Science; Internet and the Web; Ethics; Cost vs Benefits; Innovation and Management; Information Management; Public Administration Industry; Information Industry; United States
      Related