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  • All HBS Web  (1,562)
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    • Research  (1,133)
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  • All HBS Web  (1,562)
    • News  (204)
    • Research  (1,133)
    • Events  (16)
    • Multimedia  (1)
  • Faculty Publications  (662)
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  • 23 May 2011
  • Op-Ed

Leading and Lagging Countries in Contributing to a Sustainable Society

Editor's note: Please see related story, Corporate Sustainability Reporting: It's Effective. To what extent companies contribute to a sustainable society is a question increasingly important, not only to the companies themselves, but also to investors, the countries... View Details
Keywords: by Robert G. Eccles & George Serafeim
  • September 2020 (Revised February 2024)
  • Teaching Note

Artea (A), (B), (C), and (D): Designing Targeting Strategies

By: Eva Ascarza and Ayelet Israeli
Teaching Note for HBS No. 521-021,521-022,521-037,521-043. This collection of exercises aims to teach students about 1)Targeting Policies; and 2)Algorithmic bias in marketing—implications, causes, and possible solutions. Part (A) focuses on A/B testing analysis and... View Details
Keywords: Targeted Advertising; Targeting; Race; Gender; Diversity; Marketing; Customer Relationship Management; Prejudice and Bias; Analytics and Data Science; Apparel and Accessories Industry; Apparel and Accessories Industry; Apparel and Accessories Industry; United States
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Ascarza, Eva, and Ayelet Israeli. "Artea (A), (B), (C), and (D): Designing Targeting Strategies." Harvard Business School Teaching Note 521-041, September 2020. (Revised February 2024.)
  • 26 Jun 2018
  • First Look

New Research and Ideas, June 26, 2018

but this article shows it has never been true historically. Using longitudinal data on individual firms from the nineteenth century onwards, it reveals evidence of how entrepreneurs and firms with... View Details
Keywords: Dina Gerdeman
  • 2015
  • Report

Clusters and Regional Economies: Implications for the Great Lakes - St. Lawrence Region

By: Christian H.M. Ketels
The Great Lakes – St. Lawrence Region, covering eight U.S. states and two Canadian provinces located around the lakes and waterways that have given this region its name, is what economic developers call a 'macro region'. It is an area of intensive economic interaction... View Details
Keywords: Clusters; Regional Policy; Great Lakes; Economic Development; Industry Clusters; Economy; Canada; United States
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Ketels, Christian H.M. "Clusters and Regional Economies: Implications for the Great Lakes - St. Lawrence Region." Report, Conference of Great Lakes and St. Lawrence Governors and Premiers, Chicago, IL, August 2015.

    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

      Chiara Farronato

      Chiara Farronato is Glenn and Mary Jane Creamer Associate Professor of Business Administration in the Technology and Operations Management Unit at Harvard Business School, and co-Principal Investigator of the Platform Lab at the Digital... View Details

      • October 2007
      • Article

      Supply and Demand Shifts in the Shorting Market

      By: Lauren Cohen, Karl B. Diether and Christopher J. Malloy
      Using proprietary data on stock loan fees and quantities from a large institutional investor, we examine the link between the shorting market and stock prices. Employing a unique identification strategy, we isolate shifts in the supply and demand for shorting. We find... View Details
      Keywords: Analytics and Data Science; Stocks; Financing and Loans; Price; Strategy; Demand and Consumers; Forecasting and Prediction; Investment Return; Markets; Information
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      Cohen, Lauren, Karl B. Diether, and Christopher J. Malloy. "Supply and Demand Shifts in the Shorting Market." Journal of Finance 62, no. 5 (October 2007): 2061–2096. (Winner of Smith Breeden Prize for the Best Paper Published in the Journal of Finance in Asset Pricing (Distinguished Paper) 2007.)

        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: biotechnology; communications; computer; health care; high technology; information technology industry; internet; pharmaceuticals; software; video games
        • August 2018 (Revised October 2019)
        • Case

        C3.ai—Driven to Succeed

        By: Robert Simons and George Gonzalez
        CEO Tom Siebel navigates his artificial intelligence (ai) startup through a series of pivots, market expansions, and even an elephant attack to become a leading platform ad service provider. The case describes his unusual management approach emphasizing employee... View Details
        Keywords: Strategy Execution; Performance Measurement; Critical Performance Variables; Strategic Boundaries; Internet Of Things; Artificial Intelligence; Software Development; Big Data; Machine Learning; Business Startups; Management Style; Business Strategy; Performance; Measurement and Metrics; Organizational Culture; AI and Machine Learning; Digital Transformation; Applications and Software; Digital Marketing; Analytics and Data Science; Technology Industry; United States; California
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        Simons, Robert, and George Gonzalez. "C3.ai—Driven to Succeed." Harvard Business School Case 119-004, August 2018. (Revised October 2019.)
        • 21 Feb 2019
        • Blog Post

        Machine Learning and Behavioral Economics

        policy to work on a side interest, a machine learning tool to help small businesses identify promising business opportunities. “Google has useful information on foot-traffic patterns, plus satellite imagery and other View Details
        • 2015
        • Working Paper

        Online Word of Mouth and Product Review Disagreement

        By: Frank Nagle and Christoph Riedl
        Studies of online word of mouth have frequently posited―but never systematically conceptualized and explored―that the level of disagreement between existing product reviews can impact the volume and the valence of future reviews. In this study we develop a theoretical... View Details
        Keywords: Online Word Of Mouth; Online Communities; Viral Marketing; Online Product Reviews; Quality; Internet and the Web; Consumer Behavior; Marketing Reference Programs; Social and Collaborative Networks; Digital Marketing; Analytics and Data Science
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        Nagle, Frank, and Christoph Riedl. "Online Word of Mouth and Product Review Disagreement." Harvard Business School Working Paper, No. 13-091, May 2013. (Revised May 2015, selected for AOM Best Paper Proceedings.)
        • 09 Oct 2018
        • First Look

        New Research and Ideas, October 9, 2018

        2018 Redwood City, Stanford Business Books The Gift of Global Talent: How Migration Shapes Business, Economy & Society By: Kerr, William R. Abstract—The global race for talent is on, with countries and businesses competing for the... View Details
        Keywords: Dina Gerdeman
        • 07 Nov 2017
        • First Look

        New Research and Ideas: November 7, 2017

        Bennett, Victor Manuel, Megan Lawrence, and Raffaella Sadun Abstract—We investigate the management practices adopted by firms where the founders are also the CEOs using data... View Details
        Keywords: Carmen Nobel
        • 23 Apr 2019
        • First Look

        New Research and Ideas, April 23, 2019

        five minutes to be matched to a driver—rather than the standard two minutes—rider cancellation rates increase, but Uber’s costs per ride are reduced. Together with data scientists, engineers, and product... View Details
        Keywords: Dina Gerdeman
        • May 2024
        • Article

        Housing Policies and Energy Efficiency Spillovers in Low and Moderate Income Communities

        By: Omar Isaac Asensio, Olga Churkina, Becky D. Rafter and Kira E O'Hare
        Housing policies address the human dimensions of increasing urban density, but their energy and sustainability implications are hard to measure due to challenges with siloed civic data. This is especially critical when evaluating policies targeting low- and... View Details
        Keywords: Energy Efficiency; Public Policy; Climate Change; Energy Conservation; Housing; Analytics and Data Science; Policy; Income; Environmental Sustainability; Real Estate Industry; United States
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        Asensio, Omar Isaac, Olga Churkina, Becky D. Rafter, and Kira E O'Hare. "Housing Policies and Energy Efficiency Spillovers in Low and Moderate Income Communities." Nature Sustainability 7, no. 5 (May 2024): 590–601.
        • 2025
        • Working Paper

        Data-driven Technologies and Local Information Advantages in Small Business Lending

        By: Wilbur Chen, Jung Koo Kang and Aditya Mohan
        We investigate whether banks' adoption of data-driven technologies influences competitive dynamics in local small business lending by diminishing the information advantages traditionally held by local banks. Using local newspaper closures as an adverse shock to the... View Details
        Keywords: Data-driven Technologies; Local Information Advantages; Local Banks; Relationship Lending; Small Business Loans; Small Business; Local Range; Financing and Loans; Banks and Banking; Analytics and Data Science; Banking Industry
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        Chen, Wilbur, Jung Koo Kang, and Aditya Mohan. "Data-driven Technologies and Local Information Advantages in Small Business Lending." Harvard Business School Working Paper, No. 25-057, May 2025.

          Eugene F. Soltes

          Eugene Soltes is a Professor of Business Administration at Harvard Business School where his work focuses on corporate integrity and risk management. His research utilizes data analytics to identify organizational cultures and compliance systems that can effectively... View Details

          • 15 May 2018
          • First Look

          New Research and Ideas, May 15, 2018

          suppliers? Which potential customers will be most responsive to a particular marketing campaign? Which job candidates should I employ? Machine learning, data science, big data, and predictive View Details
          Keywords: Dina Gerdeman
          • 2024
          • Working Paper

          Anytime-Valid Inference in Linear Models and Regression-Adjusted Causal Inference

          By: Michael Lindon, Dae Woong Ham, Martin Tingley and Iavor I. Bojinov
          Linear regression adjustment is commonly used to analyze randomized controlled experiments due to its efficiency and robustness against model misspecification. Current testing and interval estimation procedures leverage the asymptotic distribution of such estimators to... View Details
          Keywords: Mathematical Methods; Analytics and Data Science
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          Lindon, Michael, Dae Woong Ham, Martin Tingley, and Iavor I. Bojinov. "Anytime-Valid Inference in Linear Models and Regression-Adjusted Causal Inference." Harvard Business School Working Paper, No. 24-060, March 2024.
          • 2023
          • Article

          Towards Bridging the Gaps between the Right to Explanation and the Right to Be Forgotten

          By: Himabindu Lakkaraju, Satyapriya Krishna and Jiaqi Ma
          The Right to Explanation and the Right to be Forgotten are two important principles outlined to regulate algorithmic decision making and data usage in real-world applications. While the right to explanation allows individuals to request an actionable explanation for an... View Details
          Keywords: Analytics and Data Science; AI and Machine Learning; Decision Making; Governing Rules, Regulations, and Reforms
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          Lakkaraju, Himabindu, Satyapriya Krishna, and Jiaqi Ma. "Towards Bridging the Gaps between the Right to Explanation and the Right to Be Forgotten." Proceedings of the International Conference on Machine Learning (ICML) 40th (2023): 17808–17826.
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