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  • All HBS Web  (4,967)
    • People  (22)
    • News  (1,387)
    • Research  (2,737)
    • Events  (19)
    • Multimedia  (20)
  • Faculty Publications  (1,286)
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  • 2025
  • Working Paper

Enhancing Treatment Effect Prediction on Privacy-Protected Data: An Honest Post-Processing Approach

By: Ta-Wei Huang and Eva Ascarza
As firms increasingly rely on customer data for personalization, concerns over privacy and regulatory compliance have grown. Local Differential Privacy (LDP) offers strong individual-level protection by injecting noise into data before collection. While... View Details
Keywords: Targeted Intervention; Conditional Average Treatment Effect Estimation; Differential Privacy; Honest Estimation; Post-processing; Analytics and Data Science; Consumer Behavior; Marketing
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Huang, Ta-Wei, and Eva Ascarza. "Enhancing Treatment Effect Prediction on Privacy-Protected Data: An Honest Post-Processing Approach." Harvard Business School Working Paper, No. 24-034, December 2023. (Revised March 2025.)

    Dutch Leonard

    Herman B. ("Dutch") Leonard is Eliot I. Snider and Family Professor of Business Administration at the Harvard Business School and the George F. Baker, Jr. Professor of Public Sector Management at Harvard University's John F. Kennedy School of Government. In... View Details

    Keywords: education industry; federal government; health care; nonprofit industry; state government
    • 04 Oct 2011
    • First Look

    First Look: October 4

    (fall 2011) An abstract is unavailable at this time. Read the paper: http://sloanreview.mit.edu/the-magazine/2011-fall/53103/should-you-have-a-global-strategy/ How to Hang On to Your High Potentials Authors:Claudio Fernández-Araoz, Boris... View Details
    Keywords: Sean Silverthorne
    • October 2023 (Revised February 2024)
    • Case

    Loris

    By: Shunyuan Zhang, Das Narayandas, Stacy Straaberg and David Lane
    In December 2022, Loris’s executive team considered their go-to-market strategy. Loris was an artificial intelligence (AI) software startup for the customer service industry with two products on the market: 1) Agent Assist which provided customer service agents (CSAs)... View Details
    Keywords: Decisions; Growth and Development Strategy; Product Launch; Product Positioning; Business Strategy; Competitive Strategy; Business Startups; AI and Machine Learning; Applications and Software; Marketing Strategy; Sales; Technology Industry; United States
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    Zhang, Shunyuan, Das Narayandas, Stacy Straaberg, and David Lane. "Loris." Harvard Business School Case 524-010, October 2023. (Revised February 2024.)
    • Career Coach

    Layla A. Ramirez

    Layla A Ramirez has more than 7 years of experience leading global, Diversity, Equity, Inclusion & Belonging (DEIB) initiatives and coaching C-Level executives as they navigate their DEIB journeys. She is well known for coaching the whole person and for asking... View Details
    Keywords: Technology; Technology; Technology; Technology; Technology
    • 20 Sep 2011
    • First Look

    First Look: September 20

    Strategies and Multi-location Firms: The Role of Internal Linkages Authors:Juan Alcácer and Minyuan Zhao Publication:Management Science (forthcoming) Abstract This study looks at the role of firms' internal linkages in highly competitive View Details
    Keywords: Sean Silverthorne
    • 26 Sep 2023
    • Book

    Digital Strategy: A Handbook for Managing a Moving Target

    clearly epitomized by the advent and affirmation of the electronic processing and sharing of data at a magnitude and speed that in no way we have seen before. The digital age is enabled by the emergence and adoption of four key View Details
    Keywords: by Dina Gerdeman; Information Technology; Information Technology

      Clayton S. Rose

      Clayton Rose is Baker Foundation Professor of Management Practice and teaches the course Accountability in the Advanced Management Program. His case writing is focused on the how leaders consider the... View Details

      Keywords: financial services
      • 2007
      • Other Unpublished Work

      Say on Pay Vote and CEO Compensation: Evidence from the UK

      By: Fabrizio Ferri and David Maber
      In this study, we examine the effect on CEO pay of new legislation introduced in the United Kingdom (UK) at the end of 2002 that requires publicly-traded firms to submit an executive remuneration report to a non-binding shareholder vote ("say on pay") at the annual... View Details
      Keywords: Voting; Corporate Governance; Government Legislation; Executive Compensation; Performance Improvement; Business and Shareholder Relations; United Kingdom
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      Ferri, Fabrizio, and David Maber. "Say on Pay Vote and CEO Compensation: Evidence from the UK." 2007.
      • Program

      Driving Digital Strategy

      and entrepreneurship Build a more flexible organization that aligns with strategic goals Leverage digital technologies to enhance your operations Understand the impact of various technologies, such as View Details
      • April 12, 2022
      • Article

      Evaluation of Individual and Ensemble Probabilistic Forecasts of COVID-19 Mortality in the United States

      By: Estee Y. Cramer, Evan L. Ray, Velma K. Lopez, Johannes Bracher, Andrea Brennen, Alvaro J. Castro Rivadeneira, Michael Lingzhi Li and et al.
      Short-term probabilistic forecasts of the trajectory of the COVID-19 pandemic in the United States have served as a visible and important communication channel between the scientific modeling community and both the general public and decision-makers. Forecasting models... View Details
      Keywords: COVID-19; Forecasting and Prediction; Health Pandemics; Mathematical Methods; Partners and Partnerships
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      Cramer, Estee Y., Evan L. Ray, Velma K. Lopez, Johannes Bracher, Andrea Brennen, Alvaro J. Castro Rivadeneira, Michael Lingzhi Li, and et al. "Evaluation of Individual and Ensemble Probabilistic Forecasts of COVID-19 Mortality in the United States." e2113561119. Proceedings of the National Academy of Sciences 119, no. 15 (April 12, 2022). (See full author list here.)
      • October 2021
      • Article

      Judgment Aggregation in Creative Production: Evidence from the Movie Industry

      By: Hong Luo, Jeffrey T. Macher and Michael Wahlen
      We study a novel, low-cost approach to aggregating judgment from a large number of industry experts on ideas that they encounter in their normal course of business. Our context is the movie industry, in which customer appeal is difficult to predict and investment costs... View Details
      Keywords: Judgment Aggregation; Quality Uncertainty; Creative Industry; Project Evaluation And Selection; Creativity; Film Entertainment; Judgments; Motion Pictures and Video Industry
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      Luo, Hong, Jeffrey T. Macher, and Michael Wahlen. "Judgment Aggregation in Creative Production: Evidence from the Movie Industry." Management Science 67, no. 10 (October 2021): 6358–6377.
      • December 1999 (Revised May 2002)
      • Case

      CNBC (A): NBC and Its Startup Friends

      By: Rosabeth M. Kanter
      NBC expands further on to the Internet with CNBC.com. NBC's Internet strategy, supported by corporate parent General Electric, involves numerous investments as well as new ventures like CNBC.com. Soon after CNBC.com is launched in 1999, NBC brings in a new CEO, Pamela... View Details
      Keywords: Business Startups; Change Management; Management Teams; Corporate Strategy; Leadership Development; Internet and the Web; Expansion; Media; Media and Broadcasting Industry; Telecommunications Industry
      Citation
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      Kanter, Rosabeth M. "CNBC (A): NBC and Its Startup Friends." Harvard Business School Case 300-090, December 1999. (Revised May 2002.)
      • 2023
      • Article

      Dynamic HTA for Digital Health Solutions: Opportunities and Challenges for Patient-Centered Evaluation

      By: Jan B. Brönneke, Annika Herr, Simon Reif and Ariel D. Stern
      Germany’s 2019 Digital Healthcare Act (Digitale-Versorgung-Gesetz, or DVG) created a number of opportunities for the digital transformation of the health care delivery system. Key among these was the creation of a reimbursement pathway for patient-centered digital... View Details
      Keywords: Digital Transformation; Applications and Software; Product Development; Insurance; Policy; Health Industry; Germany
      Citation
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      Brönneke, Jan B., Annika Herr, Simon Reif, and Ariel D. Stern. "Dynamic HTA for Digital Health Solutions: Opportunities and Challenges for Patient-Centered Evaluation." International Journal of Technology Assessment in Health Care 39, no. 1 (2023).
      • 2010
      • Article

      We Cannot Go On: Disruptive Innovation and the First World War Royal Navy

      By: Gautam Mukunda
      Insights from Disruptive Innovation theory (DI) are often used in the formulation, implementation, and evaluation of national security policy. DI explains why successful companies are sometimes defeated by new competitors with relatively unsophisticated products.... View Details
      Keywords: Technology; History; National Security; Framework; Adaptation; Organizational Change and Adaptation; Technological Innovation; Machinery and Machining; Disruptive Innovation; Theory; Developing Countries and Economies; Technology Industry
      Citation
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      Mukunda, Gautam. "We Cannot Go On: Disruptive Innovation and the First World War Royal Navy." Security Studies 19, no. 1 (2010).
      • June 1995
      • Case

      Northern Telecom and Netas (A): Turkey's Telecommunications Team

      By: Rosabeth M. Kanter, Kalman D. Applbaum and Pamela A. Yatsko
      The Turkish general manager of a successful telecommunications equipment-manufacturing joint venture between the Canadian company Northern Telecom and local partners in Turkey reviews the solutions to a crisis in 1989 and wonders whether the company will be able to... View Details
      Keywords: Joint Ventures; Mobile and Wireless Technology; Crisis Management; Problems and Challenges; Change Management; Developing Countries and Economies; Political Elections; Telecommunications Industry; Manufacturing Industry; Turkey; Canada
      Citation
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      Kanter, Rosabeth M., Kalman D. Applbaum, and Pamela A. Yatsko. "Northern Telecom and Netas (A): Turkey's Telecommunications Team." Harvard Business School Case 395-087, June 1995.
      • 25 Apr 2023
      • Op-Ed

      How SHEIN and Temu Conquered Fast Fashion—and Forged a New Business Model

      information technology to directly match consumer demand to dispersed production by a collection of factories in China. This method of reaching customers should inspire any business that provides products or services that come from many... View Details
      Keywords: by John Deighton; Fashion; Retail; Consumer Products
      • Web

      Hiring Organizations

      More Capital Friedom Partners Frontier Capital Management G Gagosian GALLO Gather Health Gauge Capital GCM Grosvenor GE Vernova Gemspring Capital Genentech General Atlantic General Catalyst View Details
      • 23 Oct 2014
      • News

      Investors Give Ello $5.5 Million Even After it Bans Its Most Obvious Revenue Source

      • 26 Jun 2000
      • Research & Ideas

      What’s an Internet Business Model? Ask a Health Care Professional

      business: customers, products, value propositions, the capabilities and advantages any player brings that will allow the plans to meet success. And while businesses have always used a "platform" of technology of one kind or another to... View Details
      Keywords: by Martha Lagace; Health
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