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  • 2012
  • Working Paper

~Why Do We Redistribute so Much but Tag so Little? Normative Diversity, Equal Sacrifice and Optimal Taxation

By: Matthew Weinzierl
Tagging is a free lunch in conventional optimal tax theory because it eases the classic tradeoff between efficiency and equality. But tagging is used in only limited ways in tax policy. I propose one explanation: conventional optimal tax theory has yet to capture the... View Details
Keywords: Forecasting and Prediction; Cost; Framework; Policy; Taxation; Analytics and Data Science; Performance Efficiency; United States
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  • 03 Jun 2020
  • Research & Ideas

Who Guarantees Your Workplace Is Safe for Return?

categories of Health Performance Indicators can offer up objective data about the current status of a building and identify meaningful fluctuations over time. How are these HPIs gathered View Details
Keywords: by John Macomber and Joseph Allen; Real Estate
  • 1999
  • Article

Commercial Use of UPC Scanner Data: Industry and Academic Perspectives

By: Randolph E. Bucklin and Sunil Gupta
Keywords: Analytics and Data Science; Information Technology; Perspective; Education; Supply and Industry
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  • 12 Feb 2016
  • Op-Ed

The Real Jobs Tragedy in the US: We've Lost the Skills

who will not earn a four-year college degree. Joe Fuller is a professor of Management Practice at the Harvard Business School and on the faculty team of the School’s U.S. Competitiveness Project. Matt Sigelman is CEO of Burning Glass... View Details
Keywords: by Joe Fuller and Matt Sigelman; Manufacturing; Electronics
  • Forthcoming
  • Article

Human-Algorithm Collaboration with Private Information: Naïve Advice Weighting Behavior and Mitigation

By: Maya Balakrishnan, Kris Ferreira and Jordan Tong
Even if algorithms make better predictions than humans on average, humans may sometimes have private information which an algorithm does not have access to that can improve performance. How can we help humans effectively use and adjust recommendations made by... View Details
Keywords: AI and Machine Learning; Analytics and Data Science; Forecasting and Prediction; Digital Marketing
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  • 2021
  • Working Paper

Hidden Software and Veiled Value Creation: Illustrations from Server Software Usage

By: Raviv Murciano-Goroff, Ran Zhuo and Shane Greenstein
How do you measure the value of a commodity that transacts at a price of zero from an economic standpoint? This study examines the potential for and extent of omission and misattribution in standard approaches to economic accounting with regards to open source... View Details
Keywords: Server Software; Open Source Distribution; Applications and Software; Analytics and Data Science; Economics; Value Creation; Measurement and Metrics
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  • 20 Jun 2017
  • First Look

First Look at New Research and Ideas, June 20

Psychological Science Should Governments Invest More in Nudging? By: Benartzi, Shlomo, John Beshears, Katherine L. Milkman, Cass R. Sunstein, Richard H. Thaler, Maya Shankar, Will Tucker-Ray, William J. Congdon, View Details
Keywords: Sean Silverthorne
  • 27 Jun 2017
  • First Look

First Look at New Research and Ideas, June 27

drive up the cost of capital and curb investment. This paper evaluates the effects of capital controls on firm-level stock returns and real investment using data from Brazil.... View Details
Keywords: Sean Silverthorne
  • Web

Business and Climate Change Course | HBS Online

Fundamentals of Climate Change Understand climate change science fundamentals and how to assess economic and public policy issues associated with climate change. Highlights... View Details

    Yajun Cao

    Yajun Cao is a doctoral student in Organizational Behavior (Micro) at Harvard Business School. His research focuses on emotion regulation, setbacks, and resilience, aiming to understand how individuals and groups bounce back and grow from negative events. He explores... View Details
    • TeachingInterests

    Leading with People Analytics; HBS MBA Elective; 2021

    • Teaching fellow for course on using data science to make decisions about people, such as hiring, firing, promotion, team composition, etc. 
    • Led weekly student review sessions teaching statistics and the R... View Details
    • October 2021 (Revised December 2021)
    • Case

    Customer-Centric Design with Artificial Intelligence: Commonwealth Bank

    By: Karim R. Lakhani, Yael Grushka-Cockayne, Jin Hyun Paik and Steven Randazzo
    As Commonwealth Bank (CommBank) CEO Matt Comyn delivered the full financial year results in August 2021 over videoconference, it took less than two minutes for him to make his first mention of the organization's Customer Engagement Engine (CEE), the AI-driven customer... View Details
    Keywords: Artificial Intelligence; Customer-centricity; Banks and Banking; Customer Focus and Relationships; Technological Innovation; Transformation; Organizational Change and Adaptation; Performance; AI and Machine Learning; Financial Services Industry; Australia
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    • March 1996
    • Article

    Does it Pay to be Green? An Empirical Examination of the Relationship Between Emission Reduction and Firm Performance

    By: Stuart L. Hart and Gautam Ahuja
    Evidence can be marshalled to support either the view that pollution abatement is a cost burden on firms and is detrimental to competitiveness, or that reducing emissions increases efficiency and saves money, giving firms a cost advantage. In an effort to resolve this... View Details
    Keywords: Competitive Advantage; Performance Efficiency; Environmental Sustainability; Business Strategy
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    • Research Summary

    Overview

    Paul is primarily interested in studying explainable machine learning (ML), digital transformation, and data science operations. He works on research that explores how stakeholders within organizations can use machine learning to make better decisions. In particular,... View Details
    • 01 Jun 1996
    • News

    Four Professors to Retire

    manager with three multinational companies, living in the United States, Venezuela, Bahrain, and London. Increasingly interested in exploring the intellectual and analytical... View Details
    Keywords: Elaine Gottlieb and John Prestage
    • 27 Sep 2018
    • HBS Seminar

    Cesar Hidalgo, MIT

    • 29 Aug 2017
    • First Look

    First Look at New Research and Ideas, August 29

    August 14, 2017 Harvard Business Review Study: More Frequent Sales Quotas Help Volume but Hurt Profits By: Chung, Doug J., and Das Narayandas Abstract—No abstract available. Publisher's link:... View Details
    Keywords: Sean Silverthorne

      Jacob M. Cook

      Jacob Cook is a Lecturer in the Marketing Unit at Harvard Business School, where he teaches the EC course Digital Marketing & AI Workshop. His work focuses on how companies design and scale customer acquisition and retention strategies using digital marketing,... View Details

      • 19 Sep 2017
      • First Look

      First Look at New Research and Ideas, September 19

      September 2017 Management Science Channel Integration, Sales Dispersion, and Inventory Management By: Gallino, Santiago, Antonio Moreno, and Ioannis Stamatopoulos Abstract—We... View Details
      Keywords: Sean Silverthorne
      • Web

      Institute Associates - Institute For Strategy And Competitiveness

      (UCSF) School of Medicine, and Core Faculty of the Philip R. Lee Institute for Health Policy Studies. He holds a Bachelor of Science degree in Biomedical Engineering from Duke University, where he graduated... View Details