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  • December 2022
  • Article

The Rise of People Analytics and the Future of Organizational Research

By: Jeff Polzer
Organizations are transforming as they adopt new technologies and use new sources of data, changing the experiences of employees and pushing organizational researchers to respond. As employees perform their daily activities, they generate vast digital data. These data,... View Details
Keywords: Organizational Change and Adaptation; Analytics and Data Science; Technology Adoption; Employees
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  • 12 Jun 2018
  • First Look

New Research and Ideas, June 12, 2018

workers with heterogeneous human capital interface with machine learning, relative to the older Boolean search technology. We randomly assign individuals with and without computer science and engineering... View Details
Keywords: Dina Gerdeman
  • May 2020
  • Article

Scalable Holistic Linear Regression

By: Dimitris Bertsimas and Michael Lingzhi Li
We propose a new scalable algorithm for holistic linear regression building on Bertsimas & King (2016). Specifically, we develop new theory to model significance and multicollinearity as lazy constraints rather than checking the conditions iteratively. The resulting... View Details
Keywords: Mathematical Methods; Analytics and Data Science
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  • 10 Mar 2022
  • HBS Seminar

Adina Sterling, Stanford

    Asim I. Khwaja

    Asim Ijaz Khwaja is the Director of the Center for International Development and the Sumitomo-Foundation for Advanced Studies on International Development Professor of International Finance and Development at the Harvard Kennedy School, and co-founder of the View Details

    • Article

    How Do Fairness Definitions Fare? Examining Public Attitudes Towards Algorithmic Definitions of Fairness

    By: Nripsuta Saxena, Karen Huang, Evan DeFilippis, Goran Radanovic, David C. Parkes and Yang Liu
    What is the best way to define algorithmic fairness? While many definitions of fairness have been proposed in the computer science literature, there is no clear agreement over a particular definition. In this work, we investigate ordinary people’s perceptions of three... View Details
    Keywords: Fairness; Decision Making; Perception; Attitudes; Public Opinion
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    • 2023
    • Working Paper

    Nailing Prediction: Experimental Evidence on the Value of Tools in Predictive Model Development

    By: Daniel Yue, Paul Hamilton and Iavor Bojinov
    Predictive model development is understudied despite its centrality in modern artificial intelligence and machine learning business applications. Although prior discussions highlight advances in methods (along the dimensions of data, computing power, and algorithms)... View Details
    Keywords: Analytics and Data Science
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      Karim R. Lakhani

      Karim R. Lakhani is the Dorothy & Michael Hintze Professor of Business Administration at the Harvard Business School. He specializes in technology management, innovation, digital transformation and artificial... View Details

      Keywords: computer; computer; computer; computer; computer; computer; computer; computer; computer; computer

        Ranjay Gulati

        Ranjay Gulati is the Paul R. Lawrence MBA Class of 1942 Professor of Business Administration and the former Unit Head of the Organizational Behavior Unit at Harvard Business School. He is an expert on leadership, strategy, and organizational issues... View Details

        Keywords: computer; computer; computer; computer; computer; computer; computer; computer
        • 11 Feb 2019
        • Blog Post

        John Bracaglia, MBA 2020: “I Want to Find the Machine Learning Strategy That Avoids the Pitfalls While Fulfilling the Promise.”

        For John Bracaglia, his academic and professional careers have been driven by two themes: “machine learning and behavioral economics,” he says. “The two work together. Machine learning is about how computers understand information, while... View Details
        Keywords: Technology; Entrepreneurship

          Frank Nagle

          Frank Nagle is an assistant professor in the Strategy Unit at Harvard Business School. Professor Nagle studies how competitors can collaborate on the creation of core technologies, while still competing on the products and services built on top of them - especially... View Details

          • 19 Aug 2002
          • Research & Ideas

          Here Comes Internet2—Time to Shed Dot Vertigo

          of the traffic on Internet2 is predicted to be between computer and computer.— Richard L. Nolan Internet2 was launched when a group of academics from various university computer View Details
          Keywords: by Martha Lagace

            Nailing Prediction: Experimental Evidence on the Value of Tools in Predictive Model Development

            Predictive model development is understudied despite its importance to modern businesses. Although prior discussions highlight advances in methods (along the dimensions of data, computing power, and algorithms) as the primary driver of model quality, the value of... View Details
            • 03 Mar 2008
            • Working Paper Summaries

            Testing a Purportedly More Learnable Auction Mechanism

            Keywords: by Katherine L. Milkman, James Burns, David C. Parkes, Gregory M. Barron & Kagan Tumer; Web Services
            • Teaching Interest

            Applied Business Analytics

            Course Overview:

            Business Analytics has become a core function in many firms today and is driving innovation in the form of new business and operating models. Data-driven decision-making requires understanding of statistics, computer... View Details

            • 29 Jun 2022
            • Blog Post

            Harvard Business School Announces the 2022-2023 Blavatnik Fellows

            co-founded a Y Combinator-backed biotech microbiome startup during school. Alex and Shad also co-host a popular podcast, “Physicians Off the Beaten Path,” interviewing physicians who have ventured into non-clinical careers. Alex is currently finishing a PhD in View Details

              Jeffrey J. Bussgang

              General Partner, Flybridge Capital Partners

              Former entrepreneur turned VC, HBS Senior Lecturer, author of three, dad of three, husband of one, civic leader, and fan of all Boston sports.

              Jeffrey J. Bussgang is a Senior... View Details

              • 24 Jan 2019
              • HBS Seminar

              Melissa Valentine, Stanford University

              • March 1999 (Revised April 1999)
              • Case

              Environmental Risk Management at Chevron Corporation

              By: Forest L. Reinhardt, Monica M Mandelli and Jennifer Burns
              Chevron Corp., headquartered in San Francisco, manages a worldwide, vertically integrated value chain from the oil well to the gasoline station. Mishandling of oil at any stage of production can damage the natural environment, human health, corporate profitability, or... View Details
              Keywords: Risk Management; Risk and Uncertainty; Environmental Sustainability; Energy Generation; Supply Chain Management; Metals and Minerals; Management Systems; Management Teams; Trade; Vertical Integration; Energy Industry; Mining Industry
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              • 18 Jul 2024
              • Blog Post

              Harvard Business School Announces Its 2024-2025 Blavatnik Fellows

              biologist at 10x Genomics, developing algorithms for groundbreaking single-cell and spatial transcriptomics products. Before that, he was a bioinformatics intern at Illumina. Narek holds an MEng and BSc in computer View Details