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Show Results For
- All HBS Web
(3,475)
- People (14)
- News (919)
- Research (1,561)
- Events (18)
- Multimedia (47)
- Faculty Publications (958)
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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
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.)
- 2014
- Discussion Paper
Do High Feed-in Tariffs for Solar PV Panels Hinder Competition (Japanese)
By: Koji Nomura and Tomomichi Amano
In Japan, feed-in-tariffs (FIT) are a key policy tool that has been deployed to produce the mass diffusion of photovoltaices (PV). In this study, we argue that this policy is unlikely to induce sustainable economic growth, which some use as a justification for FIT. We... View Details
Nomura, Koji, and Tomomichi Amano. "Do High Feed-in Tariffs for Solar PV Panels Hinder Competition (Japanese)." Development Bank of Japan, Research Center on Global Warming Discussion Paper Series, no. 49, April 2014.
- December 2016 (Revised December 2017)
- Case
Faber-Castell
By: Ryan Raffaelli and Christine Snively
By 2016, Count Anton-Wolfgang von Faber-Castell had led the 255-year-old pencil manufacturer Faber-Castell through waves of technological change. The pocket calculator decimated Faber-Castell’s slide rule business in the 1970s, and computer aided design technology... View Details
Raffaelli, Ryan, and Christine Snively. "Faber-Castell." Harvard Business School Case 417-010, December 2016. (Revised December 2017.)
- November 2005 (Revised August 2006)
- Case
John Whitehead: A Life in Leadership
By: William W. George and Andrew N. McLean
In 2005, John C. Whitehead, chairman of the Lower Manhattan Development Corp. (LMDC), confronts the collapse of a delicate agreement among business, government, and public interests in rebuilding on the World Trade Center site. Provides information on the leadership... View Details
Keywords: Education; Construction; Philanthropy and Charitable Giving; Biography; Leadership; Leadership Development; Agreements and Arrangements; Nonprofit Organizations
George, William W., and Andrew N. McLean. "John Whitehead: A Life in Leadership." Harvard Business School Case 406-024, November 2005. (Revised August 2006.)
- 14 Jul 2010
- Working Paper Summaries
From Russia with Love: The Impact of Relocated Firms on Incumbent Survival
- May 2023
- Article
Where Sales Technology (Really) Helps
By: Frank V. Cespedes
Interest in Sales Enablement (SE), the catch-all term for attempts to increase sales productivity with AI and other technologies, is driven by multiple factors. One is the declining costs of the tools. Also, selling is now data-hungry work and not just in tech sectors.... View Details
- August 2020 (Revised September 2020)
- Technical Note
Assessing Prediction Accuracy of Machine Learning Models
The note introduces a variety of methods to assess the accuracy of machine learning prediction models. The note begins by briefly introducing machine learning, overfitting, training versus test datasets, and cross validation. The following accuracy metrics and tools... View Details
Keywords: Machine Learning; Statistics; Econometric Analyses; Experimental Methods; Data Analysis; Data Analytics; Forecasting and Prediction; Analytics and Data Science; Analysis; Mathematical Methods
Toffel, Michael W., Natalie Epstein, Kris Ferreira, and Yael Grushka-Cockayne. "Assessing Prediction Accuracy of Machine Learning Models." Harvard Business School Technical Note 621-045, August 2020. (Revised September 2020.)
- October 2019
- Teaching Note
Managing the Future of Work
By: William R. Kerr and Carl Kreitzberg
This teaching note has been prepared to assist instructors with teaching HBS Case Study 818-128 "Managing the Future of Work.' This case has been designed to introduce leaders from various sectors to the Future of Work, and to give them the analytical tools and... View Details
- March 2019 (Revised January 2021)
- Module Note
Strategic Interactions
By: Ashish Nanda
This note provides a perspective and some tools to predict and shape interactions with other players when making strategic decisions. As a strategist, you must consider that your firm’s actions evoke reactions from other players in the market and that, reciprocally,... View Details
Keywords: Strategic Interaction; Value Capture; Strategy; Value Creation; Competition; Competitive Strategy; Education Industry
Nanda, Ashish. "Strategic Interactions." Harvard Business School Module Note 719-501, March 2019. (Revised January 2021.)
- Editorial
Why CEOs Should Share Their Long-Term Plans with Investors
By: Christina Rehnberg, George Serafeim and Brian Tomlinson
Rather than requiring less short-term information, the key to combating short-termism is to encourage companies to share more information about their long-term plans. Analysis of companies that have done so suggests that long-term plans are not mere marketing... View Details
Keywords: CEO; Investor Relations; Disclosure; Long-term Growth; Investing; Business and Shareholder Relations; Strategy; Corporate Disclosure
Rehnberg, Christina, George Serafeim, and Brian Tomlinson. "Why CEOs Should Share Their Long-Term Plans with Investors." Harvard Business Review (website) (September 19, 2018).
- 2007
- Book
Perspectives on Risk and Regulation: The FDA at 100
By: Arthur A. Daemmrich and Joanna Radin
Perspectives on Risk and Regulation: The FDA at 100 brings together the viewpoints of Food and Drug Administration officials and industry leaders on the future of regulating food, drugs, medical devices, and dietary supplements. In a period of rapid scientific... View Details
Keywords: Private Sector; Governing Rules, Regulations, and Reforms; Policy; Health Care and Treatment; Business and Government Relations; Risk and Uncertainty; Cooperation
Daemmrich, Arthur A., and Joanna Radin, eds. Perspectives on Risk and Regulation: The FDA at 100. Chemical Heritage Foundation, 2007. (Fulltext.)
- August 2000 (Revised January 2006)
- Case
Sears, Roebuck and Co. vs. Wal-Mart Stores, Inc.
This case is designed to familiarize students with the use of financial ratios. Two retailers, Sears, Roebuck and Co. and Wal-Mart Stores, Inc., have a very similar value for return on equity (ROE) in the 1997 fiscal year. Students use the information in the case and... View Details
Miller, Gregory S., and Christopher F. Noe. "Sears, Roebuck and Co. vs. Wal-Mart Stores, Inc." Harvard Business School Case 101-011, August 2000. (Revised January 2006.)
- 2020
- Working Paper
Algorithm-Augmented Work and Domain Experience: The Countervailing Forces of Ability and Aversion
By: Ryan Allen and Prithwiraj Choudhury
Past research offers mixed perspectives on whether domain experience helps or hurts algorithm-augmented work performance. To reconcile these perspectives, we theorize that domain experience affects algorithm-augmented performance via two distinct countervailing... View Details
Keywords: Automation; Domain Experience; Algorithmic Aversion; Experts; Algorithms; Machine Learning; Decision-making; Future Of Work; Employees; Experience and Expertise; Decision Making; Performance
Allen, Ryan, and Prithwiraj Choudhury. "Algorithm-Augmented Work and Domain Experience: The Countervailing Forces of Ability and Aversion." Harvard Business School Working Paper, No. 21-073, October 2020. (Revised September 2021.)
- March 2015
- Module Note
Power and Influence in Society
By: Julie Battilana
This module aims to help students understand how power and influence are employed, both to reproduce the status quo and to effect change in society. It first helps them to understand why, more often than not, power is used to reproduce the existing way individuals and... View Details
Battilana, Julie. "Power and Influence in Society." Harvard Business School Module Note 415-055, March 2015.
- October 2016
- Case
Addicaid: Scaling a Digital Platform for Addiction Wellness and Recovery
By: Robert S. Huckman and Sarah Mehta
In 2013, Sam Frons founded Addicaid—a mobile application (app) that allowed people in addiction recovery to track their progress, check in with counselors, and connect with others in recovery programs. The app was grounded in cognitive behavioral therapy and used the... View Details
Keywords: Digital Health Interventions; Substance Use Disorder; Addiction Treatment; Addiction Recovery; Scale; Innovation; Health; Health Disorders; Health Industry; New York (city, NY)
Huckman, Robert S., and Sarah Mehta. "Addicaid: Scaling a Digital Platform for Addiction Wellness and Recovery." Harvard Business School Case 617-018, October 2016.
- 2019
- White Paper
Impact-Weighted Financial Accounts: The Missing Piece for an Impact Economy
By: George Serafeim, T. Robert Zochowski and Jennifer Downing
Reimagining capitalism is an imperative. We need to create a more inclusive and sustainable form of capitalism that works for every person and the planet. Massive environmental damage, growing income and wealth disparity, stress, and depression within developed... View Details
Keywords: Impact-Weighted Accounts; IWAI; Background; Economic Systems; Economy; Corporate Social Responsibility and Impact; Measurement and Metrics; Financial Statements
Serafeim, George, T. Robert Zochowski, and Jennifer Downing. "Impact-Weighted Financial Accounts: The Missing Piece for an Impact Economy." White Paper, Harvard Business School, Boston, MA, September 2019.
- October 2018
- Case
P-Will at DISCO
By: Ethan Bernstein, Naoko Jinjo and Yuna Sakuma
From the outside, DISCO—a Japan-based manufacturer of precision tools for semiconductor production devices—appeared to be a rather ordinary company that had achieved rather extraordinary success: it had simultaneously achieved 70% global market share, had lifted its... View Details
Keywords: Human Capital; P-Will; DISCO; Semiconductors; Self-Managed Organizations; Governance; Human Resources; Selection and Staffing; Management Practices and Processes; Management Systems; Organizational Structure; Organizational Design; Semiconductor Industry; Japan
Bernstein, Ethan, Naoko Jinjo, and Yuna Sakuma. "P-Will at DISCO." Harvard Business School Case 419-035, October 2018.
- June 2014
- Article
The Capitalist's Dilemma
By: Clayton M. Christensen and Derek C. M. van Bever
Sixty months after the 2008 recession ended, the economy was still sputtering, producing disappointing growth and job numbers. Corporations seemed stuck: Despite low interest rates, they were sitting on massive piles of cash and failing to invest in new initiatives. In... View Details
Keywords: Capital Investments; Creating Markets; Evaluating Business Investments; Innovation; Emerging Markets; Investment; Economic Growth; Capital; Innovation and Invention
Christensen, Clayton M., and Derek C. M. van Bever. "The Capitalist's Dilemma." Harvard Business Review 92, no. 6 (June 2014): 60–68.
- Winter 2016
- Article
Analytics for an Online Retailer: Demand Forecasting and Price Optimization
By: Kris J. Ferreira, Bin Hong Alex Lee and David Simchi-Levi
We present our work with an online retailer, Rue La La, as an example of how a retailer can use its wealth of data to optimize pricing decisions on a daily basis. Rue La La is in the online fashion sample sales industry, where they offer extremely limited-time... View Details
Ferreira, Kris J., Bin Hong Alex Lee, and David Simchi-Levi. "Analytics for an Online Retailer: Demand Forecasting and Price Optimization." Manufacturing & Service Operations Management 18, no. 1 (Winter 2016): 69–88.
- April 2025 (Revised April 2025)
- Case
JPMorganChase: Leadership in the Age of GenAI
By: Iavor I. Bojinov, Karim R. Lakhani and David Lane
This case study examines JPMorgan Chase's (JPMC) journey in adopting and implementing Generative AI (GenAI) following the release of ChatGPT. It outlines JPMC's initial cautious approach focused on data security, followed by strategic investments in internal platforms... View Details
Keywords: Banks and Banking; Governance Controls; Information Technology; AI and Machine Learning; Analytics and Data Science; Cybersecurity; Digital Platforms; Digital Transformation; Information Management; Information Infrastructure; Technology Adoption; Job Cuts and Outsourcing; Knowledge Management; Knowledge Sharing; Leading Change; Growth and Development Strategy; Marketing; Product Development; Performance Improvement; Customization and Personalization; Financial Services Industry; United States
Bojinov, Iavor I., Karim R. Lakhani, and David Lane. "JPMorganChase: Leadership in the Age of GenAI." Harvard Business School Case 325-066, April 2025. (Revised April 2025.)