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- Faculty Publications (88)
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All HBS Web
(235)
- News (34)
- Research (178)
- Events (1)
- Multimedia (1)
- Faculty Publications (88)
- 2016
- Working Paper
Shareholder Activism on Sustainability Issues
By: Jody Grewal, George Serafeim and Aaron Yoon
Shareholder activism on sustainability issues has become increasingly prevalent over the years, with the number of proposals filed doubling from 1999 to 2013. We use recent innovations in accounting standard setting to classify 2,665 shareholder proposals that address...
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Keywords:
Sustainability;
Activism;
Activist Investors;
Activist Shareholder;
Corporate Social Responsibility;
Environment;
Corporate Performance;
Corporate Accountability;
Corporate Social Responsibility and Impact;
Performance;
Environmental Sustainability;
Corporate Governance;
Business and Shareholder Relations;
Investment Activism
Grewal, Jody, George Serafeim, and Aaron Yoon. "Shareholder Activism on Sustainability Issues." Harvard Business School Working Paper, No. 17-003, July 2016.
- 2023
- Working Paper
Beefing IT Up for Your Investor? Open Sourcing and Startup Funding: Evidence from GitHub
By: Annamaria Conti, Christian Peukert and Maria Roche
We study the participation of nascent firms in open source communities and its implications for attracting funding. To do so, we link data on 160,065 U.S. startups from Crunchbase to their activities on the open source development platform GitHub. In a matched sample...
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Keywords:
Startups;
Technology Strategy;
GitHub;
Machine Learning;
Business Startups;
Venture Capital;
Information Technology;
Strategy
Conti, Annamaria, Christian Peukert, and Maria Roche. "Beefing IT Up for Your Investor? Open Sourcing and Startup Funding: Evidence from GitHub." Harvard Business School Working Paper, No. 22-001, July 2021. (Revised August 2023.)
- August 2021
- Article
Don't Take Their Word for It: The Misclassification of Bond Mutual Funds
By: Huaizhi Chen, Lauren Cohen and Umit Gurun
We provide evidence that bond fund managers misclassify their holdings, and that these misclassifications have a real and significant impact on investor capital flows. In particular, many funds report more investment grade assets than are actually held in their...
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Keywords:
Mutual Funds;
Economics;
Finance;
Measurement and Metrics;
Risk and Uncertainty;
Financial Services Industry
Chen, Huaizhi, Lauren Cohen, and Umit Gurun. "Don't Take Their Word for It: The Misclassification of Bond Mutual Funds." Journal of Finance 76, no. 4 (August 2021): 1699–1730. (Winner of the Best Paper Prize at the University of Cambridge Consortium on Asset Management, 2020; Winner of the Financial Management Association Best Paper Prize in Quantitative Investments, 2020.)
- 2012
- Article
Demand and Capacity Management in Air Transportation
This paper summarizes research trends and opportunities in the area of managing air transportation demand and capacity. Capacity constraints and resulting congestion and low schedule reliability currently impose large costs on airlines and their passengers. Significant...
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Keywords:
Demand Management;
Capacity Management;
Mathematical Modeling;
Congestion And Delays;
Trends And Opportunities;
Demand and Consumers;
Air Transportation;
Mathematical Methods;
Performance Capacity;
Air Transportation Industry
Barnhart, Cynthia, Douglas S. Fearing, Amedeo Odoni, and Vikrant Vaze. "Demand and Capacity Management in Air Transportation." EURO Journal on Transportation and Logistics 1, nos. 1-2 (2012): 135–155.
Repositioning and Cost-Cutting: The Impact of Competition on Platform Strategies
We study how platform firms use repositioning and cost-cutting in response to competition, elucidate external and internal factors that constrain or enable these responses, and examine how the firms’ responses affect their performance. Our empirical context is...
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- February 2000 (Revised August 2000)
- Case
Boston.com
By: Thomas R. Eisenmann and Jon K Rust
How aggressively should an incumbent move when developing an online business that threatens its core product? With Internet competitors taking direct aim at the traditional print newspaper business model, the Boston Globe fought back with its own web initiative,...
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Keywords:
Corporate Entrepreneurship;
Decision Making;
Change Management;
Internet and the Web;
Customer Relationship Management;
Competitive Strategy;
Publishing Industry;
Information Technology Industry;
United States
Eisenmann, Thomas R., and Jon K Rust. "Boston.com." Harvard Business School Case 800-165, February 2000. (Revised August 2000.)
- 2013
- Working Paper
Clusters and the New Growth Path for Europe
By: Christian Ketels and Sergiy Protsiv
This paper outlines elements of a conceptual framework that clarifies the role that clusters play relative to government policies and actions of individual companies in supporting the emergence of "High Road" strategies that lead to better New Growth Path–related...
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Keywords:
Technological Innovation;
Competition;
Industry Clusters;
Globalization;
Economic Growth;
Europe
Ketels, Christian, and Sergiy Protsiv. "Clusters and the New Growth Path for Europe." WWW for Europe Working Paper Series, No. 14, July 2013. (WIFO, Vienna.)
- August 2018 (Revised September 2018)
- Supplement
LendingClub (C): Gradient Boosting & Payoff Matrix
By: Srikant M. Datar and Caitlin N. Bowler
This case builds directly on the LendingClub (A) and (B) cases. In this case students follow Emily Figel as she builds an even more sophisticated model using the gradient boosted tree method to predict, with some probability, whether a borrower would repay or default...
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Keywords:
Data Analytics;
Data Science;
Investment;
Financing and Loans;
Analytics and Data Science;
Analysis;
Forecasting and Prediction
Datar, Srikant M., and Caitlin N. Bowler. "LendingClub (C): Gradient Boosting & Payoff Matrix." Harvard Business School Supplement 119-022, August 2018. (Revised September 2018.)
- January 2018 (Revised October 2021)
- Case
Château Margaux: Launching the Third Wine (Abridged)
By: Elie Ofek
Château Margaux, one of only five prestigious estates in the Bordeaux Medoc wine region to have been classified as a "first-growth", is facing a host of strategic decisions in early 2013. Up until this point the estate had been selling two red wines, a first wine whose...
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Keywords:
New Product Launch;
Marketing Plan;
Brand Management;
Go To Market Strategy;
Channels Of Distribution;
Wine Industry;
Marketing Strategy;
Distribution Channels;
Product Launch;
Brands and Branding;
Agriculture and Agribusiness Industry;
Food and Beverage Industry;
France
Ofek, Elie. "Château Margaux: Launching the Third Wine (Abridged)." Harvard Business School Case 518-070, January 2018. (Revised October 2021.)
- Forthcoming
- Article
Serving with a Smile on Airbnb: Analyzing the Economic Returns and Behavioral Underpinnings of the Host’s Smile
By: Shunyuan Zhang, Elizabeth Friedman, Kannan Srinivasan, Ravi Dhar and Xupin Zhang
Non-informational cues, such as facial expressions, can significantly influence judgments and interpersonal impressions. While past research has explored how smiling affects business outcomes in offline or in-store contexts, relatively less is known about how smiling...
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Keywords:
Sharing Economy;
Airbnb;
Image Feature Extraction;
Machine Learning;
Facial Expressions;
Prejudice and Bias;
Nonverbal Communication;
E-commerce;
Consumer Behavior;
Perception
Zhang, Shunyuan, Elizabeth Friedman, Kannan Srinivasan, Ravi Dhar, and Xupin Zhang. "Serving with a Smile on Airbnb: Analyzing the Economic Returns and Behavioral Underpinnings of the Host’s Smile." Journal of Consumer Research (forthcoming). (Pre-published online August 9, 2024.)
- 14 Nov 2011
- Working Paper Summaries
The Impact of Corporate Sustainability on Organizational Process and Performance
- June 2020
- Article
Real-time Data from Mobile Platforms to Evaluate Sustainable Transportation Infrastructure
By: Omar Isaac Asensio, Kevin Alvarez, Arielle Dror, Emerson Wenzel, Catharina Hollauer and Sooji Ha
By displacing gasoline and diesel fuels, electric cars and fleets reduce emissions from the transportation sector, thus offering important public health benefits. However, public confidence in the reliability of charging infrastructure remains a fundamental barrier to...
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Keywords:
Environmental Sustainability;
Transportation;
Infrastructure;
Behavior;
AI and Machine Learning;
Demand and Consumers
Asensio, Omar Isaac, Kevin Alvarez, Arielle Dror, Emerson Wenzel, Catharina Hollauer, and Sooji Ha. "Real-time Data from Mobile Platforms to Evaluate Sustainable Transportation Infrastructure." Nature Sustainability 3, no. 6 (June 2020): 463–471.
- Article
Three Principles to REVISE People's Unethical Behavior
By: Shahar Ayal, Francesca Gino, Rachel Barkan and Dan Ariely
Dishonesty and unethical behavior are widespread in the public and private sectors and cause immense annual losses. For instance, estimates of U.S. annual losses indicate $1 trillion paid in bribes, $270 billion lost due to unreported income, as well as $42 billion...
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Ayal, Shahar, Francesca Gino, Rachel Barkan, and Dan Ariely. "Three Principles to REVISE People's Unethical Behavior." Perspectives on Psychological Science 10, no. 6 (November 2015): 738–741.
- October 1995 (Revised January 1998)
- Case
Cybersmith
Cybersmith is a new company that has created a new retailing concept. This particular store has been reported in over 250 newspapers, and by every major American television network. Some would classify it as an on-line cafe, but management has positioned the store as...
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Keywords:
Marketing Strategy;
Joint Ventures;
Consumer Behavior;
Product Marketing;
Innovation and Invention;
Retail Industry;
Cambridge
Sviokla, John J., and Thomas A. Gerace. "Cybersmith." Harvard Business School Case 396-314, October 1995. (Revised January 1998.)
- Article
Assessing the Food and Drug Administration's Risk-Based Framework for Software Precertification with Top Health Apps in the United States: Quality Improvement Study
By: Noy Alon, Ariel Dora Stern and John Torous
BACKGROUND: As the development of mobile health apps continues to accelerate, the need to implement a framework that can standardize categorizing these apps to allow for efficient, yet robust regulation grows. However, regulators and researchers are faced with numerous...
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Keywords:
Mobile Health;
Smartphone;
Food And Drug Administration;
Risk-based Framework;
Health Care and Treatment;
Mobile and Wireless Technology;
Applications and Software;
Framework
Alon, Noy, Ariel Dora Stern, and John Torous. "Assessing the Food and Drug Administration's Risk-Based Framework for Software Precertification with Top Health Apps in the United States: Quality Improvement Study." JMIR mHealth and uHealth 8, no. 10 (October 2020).
- September 2015 (Revised March 2017)
- Case
Château Margaux (Abridged)
By: Elie Ofek, Eric E. Vogt and Robert J. Dolan
Château Margaux, one of only five prestigious estates in the Bordeaux Medoc wine region to have been classified as a "first-growth", is facing a host of strategic decisions in early 2013. Up until this point the estate had been selling two red wines, a first wine whose...
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- April 2019 (Revised March 2020)
- Case
Handy: The Future of Work? (A)
By: Nien-hê Hsieh and Kieron Stopforth
Witnessing numerous lawsuits alleging that online platform companies misclassified workers as contractors when they were actually employees, Handy’s founders faced a series of decisions. Handy was an online platform business that enabled customers to book appointments...
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Keywords:
Employment;
Working Conditions;
Entrepreneurship;
Compensation and Benefits;
Internet and the Web;
Ethics;
Fairness;
Service Industry;
United States
Hsieh, Nien-hê, and Kieron Stopforth. "Handy: The Future of Work? (A)." Harvard Business School Case 319-103, April 2019. (Revised March 2020.)
- 2023
- Chapter
Marketing Through the Machine’s Eyes: Image Analytics and Interpretability
By: Shunyuan Zhang, Flora Feng and Kannan Srinivasan
he growth of social media and the sharing economy is generating abundant unstructured image and video data. Computer vision techniques can derive rich insights from unstructured data and can inform recommendations for increasing profits and consumer utility—if only the...
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Zhang, Shunyuan, Flora Feng, and Kannan Srinivasan. "Marketing Through the Machine’s Eyes: Image Analytics and Interpretability." Chap. 8 in Artificial Intelligence in Marketing. 20, edited by Naresh K. Malhotra, K. Sudhir, and Olivier Toubia. Review of Marketing Research. Emerald Publishing Limited, forthcoming.
- March 1, 2022
- Article
Widespread Use of National Academies Consensus Reports by the American Public
By: Diana Hicks, Matteo Zullo, Ameet Doshi and Omar Isaac Asensio
In seeking to understand how to protect the public information sphere from corruption, researchers understandably focus on dysfunction. However, parts of the public information ecosystem function very well, and understanding this as well will help in protecting and...
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Keywords:
Reports;
Surveys;
AI and Machine Learning;
Knowledge Dissemination;
Knowledge Use and Leverage
Hicks, Diana, Matteo Zullo, Ameet Doshi, and Omar Isaac Asensio. "Widespread Use of National Academies Consensus Reports by the American Public." e2107760119. Proceedings of the National Academy of Sciences 119, no. 9 (March 1, 2022).
- 2023
- Working Paper
Feature Importance Disparities for Data Bias Investigations
By: Peter W. Chang, Leor Fishman and Seth Neel
It is widely held that one cause of downstream bias in classifiers is bias present in the training data. Rectifying such biases may involve context-dependent interventions such as training separate models on subgroups, removing features with bias in the collection...
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Chang, Peter W., Leor Fishman, and Seth Neel. "Feature Importance Disparities for Data Bias Investigations." Working Paper, March 2023.