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      • Faculty Publications  (577)

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      • August 2019
      • Case

      Huawei and the U.S.-China Trade War

      By: Elie Ofek and John Masko
      In 2019, Chinese smartphone maker and telecommunications empire Huawei was preparing to launch its new flagship smartphone series, the Mate 30. After years of explosive growth, the previous 18 months had been a challenge for the company. In early 2018, Huawei’s planned... View Details
      Keywords: Trade; Global Strategy; International Relations; National Security; Mobile and Wireless Technology; Information Infrastructure; Volatility; Adaptation; Telecommunications Industry; China; United States; European Union
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      Ofek, Elie, and John Masko. "Huawei and the U.S.-China Trade War." Harvard Business School Case 520-017, August 2019.
      • August 2019
      • Case

      The United States and Russia: Gas Rivals in Europe?

      By: Rawi Abdelal, Galit Goldstein and Paul Apostolicas
      Though the shale revolution transformed the U.S. into the largest producer of petroleum products, it was unclear how much success American exporters would find selling liquefied natural gas on the European energy market. Gazprom, the state-controlled Russian energy... View Details
      Keywords: Gas Pipelines; Natural Gas; LNG; Strategic Analysis; Strategic Behavior; Energy Markets; Entrepreneurial Financing; Entrepreneurial Risk; Entrepreneurial Ventures; Entrepreneurial Selling; Energy; Energy Sources; Entrepreneurship; Market Entry and Exit; Marketing Strategy; Price; Energy Industry; Russia; United States; Europe; European Union
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      Abdelal, Rawi, Galit Goldstein, and Paul Apostolicas. "The United States and Russia: Gas Rivals in Europe?" Harvard Business School Case 720-006, August 2019.
      • Article

      Extending the Role of Headquarters Beyond the Firm Boundary: Entrepreneurial Alliance Innovation

      By: Jaeho Kim and Andy Wu
      Prior research on corporate headquarters (CHQ) characteristics identifies the impact of CHQ location and composition on the innovation outcomes of internal subsidiaries. However, given that external strategic alliances with high-tech entrepreneurial firms represent a... View Details
      Keywords: Alliance; Innovation; Corporate Headquarters; Geographic Proximity; Entrepreneurship; Corporate Strategy; Alliances; Joint Ventures; Innovation and Invention; Business Headquarters; Geographic Location
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      Kim, Jaeho, and Andy Wu. "Extending the Role of Headquarters Beyond the Firm Boundary: Entrepreneurial Alliance Innovation." Art. 15. Special Issue on Corporate Headquarters. Journal of Organization Design 8 (2019): 1–35.
      • 2019
      • Chapter

      Origins and Development of Global Business

      By: Geoffrey Jones
      This chapter explores how business enterprises have been powerful actors in the spread of global capitalism between 1840 and the present day. Emerging out of the industrialized Western economies, global firms created and co-created markets and ecosystems through their... View Details
      Keywords: Global Business; Multinational; Globalization; Business History; Strategy; Africa; Asia; Europe; Latin America; Middle East; North and Central America; Oceania
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      Jones, Geoffrey. "Origins and Development of Global Business." Chap. 2 in The Routledge Companion to the Makers of Global Business, edited by Teresa da Silva Lopes, Christina Lubinski, and Heidi J.S. Tworek, 17–34. New York: Routledge, 2019.
      • August 2019
      • Article

      When and How to Diversify—A Multicategory Utility Model for Personalized Content Recommendation

      By: Yicheng Song, Nachiketa Sahoo and Elie Ofek
      Sometimes we desire change, a break from the same or an opportunity to fulfill different aspects of our needs. Noting that consumers seek variety, several approaches have been developed to diversify items recommended by personalized recommender systems. However,... View Details
      Keywords: Recommender Systems; Personalization; Recommendation Diversity; Variety Seeking; Collaborative Filtering; Consumer Utility Models; Digital Media; Clickstream Analysis; Learning-to-rank; Consumer Behavior; Media; Customization and Personalization; Strategy; Mathematical Methods
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      Song, Yicheng, Nachiketa Sahoo, and Elie Ofek. "When and How to Diversify—A Multicategory Utility Model for Personalized Content Recommendation." Management Science 65, no. 8 (August 2019): 3737–3757.
      • July 2019 (Revised May 2020)
      • Case

      AT&T, Retraining, and the Workforce of Tomorrow

      By: William R. Kerr, Joseph B. Fuller and Carl Kreitzberg
      By the late 2000s, rapid changes in the telecommunications industry forced AT&T’s management team to take on a task that CEO Randall Stephenson called the “biggest logistical challenge” they had ever seen: retraining 100,000 workers by 2020. In 2012, internal company... View Details
      Keywords: AT&T; Workforce; Skills; Future Of Work; Telecommunications; Unions; Technological Change; Layoffs; MOOCS; Strategic Planning; Employees; Training; Competency and Skills; Labor; Learning; Labor Unions; Technology Adoption; Talent and Talent Management; Telecommunications Industry; Communications Industry; United States
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      Kerr, William R., Joseph B. Fuller, and Carl Kreitzberg. "AT&T, Retraining, and the Workforce of Tomorrow." Harvard Business School Case 820-017, July 2019. (Revised May 2020.)
      • July 2019
      • Article

      Market Reaction to Mandatory Nonfinancial Disclosure

      By: Jody Grewal, Edward J. Riedl and George Serafeim
      We examine the equity market reaction to events associated with the passage of a directive in the European Union (EU) mandating increased nonfinancial disclosure. These disclosures relate to firms’ environmental, social, and governance (ESG) performance and would be... View Details
      Keywords: Nonfinancial Information; Nonfinancial Performance; ESG; ESG (Environmental, Social, Governance) Performance; Investor Behavior; Disclosure; Disclosure Regulation; Regulation; Sustainability; Corporate Performance; Information; Corporate Disclosure; Governing Rules, Regulations, and Reforms; Performance; Environmental Sustainability; Corporate Governance; Outcome or Result
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      Grewal, Jody, Edward J. Riedl, and George Serafeim. "Market Reaction to Mandatory Nonfinancial Disclosure." Management Science 65, no. 7 (July 2019): 3061–3084.
      • May 2019 (Revised January 2020)
      • Case

      The Video-Streaming Wars in 2019: Can Disney Catch Netflix?

      By: Anita Elberse and Monica Cody
      Bob Iger, CEO of entertainment conglomerate Disney, thrilled investors with details about Disney’s upcoming foray into video streaming in April 2019. Disney’s move was only the latest in a series of actions taken by new and established entertainment companies in a... View Details
      Keywords: Television; Entertainment; Media; Television Entertainment; Management; Strategy; Disruption; Information Technology; Competition; Media and Broadcasting Industry; Entertainment and Recreation Industry
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      Elberse, Anita, and Monica Cody. "The Video-Streaming Wars in 2019: Can Disney Catch Netflix?" Harvard Business School Case 519-094, May 2019. (Revised January 2020.)
      • May–June 2019
      • Article

      Cross-Silo Leadership

      By: Amy C. Edmondson, Tiziana Casciaro and Sujin Jang
      Today the most promising innovation and business opportunities require collaboration among functions, offices, and organizations. To realize them, companies must break down silos and get people working together across boundaries. But that’s a challenge for many... View Details
      Keywords: Cross-functional Management; Collaborative Innovation and Invention; Innovation Leadership; Groups and Teams; Employees; Attitudes
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      Edmondson, Amy C., Tiziana Casciaro, and Sujin Jang. "Cross-Silo Leadership." Harvard Business Review 97, no. 3 (May–June 2019): 130–139.
      • May–June 2019
      • Article

      U-Shaped Conformity in Online Social Networks

      By: Monic Sun, Michael Zhang and Feng Zhu
      We explore how people balance their needs to belong and to be different from their friends by studying their choices of a virtual-house wall color on a leading Chinese social-networking site. The setting enables us to randomize both the popular color and the adoption... View Details
      Keywords: Conformity; Normative Social Influence; Social Networks; Field Experiment; Social and Collaborative Networks; Behavior; Attitudes; Social Media
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      Sun, Monic, Michael Zhang, and Feng Zhu. "U-Shaped Conformity in Online Social Networks." Marketing Science 38, no. 3 (May–June 2019): 461–480.
      • Article

      Use of Crowd Innovation to Develop an Artificial Intelligence-Based Solution for Radiation Therapy Targeting

      By: Raymond H. Mak, Michael G. Endres, Jin Hyun Paik, Rinat A. Sergeev, Hugo Aerts, Christopher L. Williams, Karim R. Lakhani and Eva C. Guinan
      Importance: Radiation therapy (RT) is a critical cancer treatment, but the existing radiation oncologist work force does not meet growing global demand. One key physician task in RT planning involves tumor segmentation for targeting, which requires substantial... View Details
      Keywords: Crowdsourcing; AI Algorithms; Health Care and Treatment; Collaborative Innovation and Invention; AI and Machine Learning
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      Mak, Raymond H., Michael G. Endres, Jin Hyun Paik, Rinat A. Sergeev, Hugo Aerts, Christopher L. Williams, Karim R. Lakhani, and Eva C. Guinan. "Use of Crowd Innovation to Develop an Artificial Intelligence-Based Solution for Radiation Therapy Targeting." JAMA Oncology 5, no. 5 (May 2019): 654–661.
      • May–June 2019
      • Article

      Your Workforce Is More Adaptable Than You Think

      By: Joseph B. Fuller, Manjari Raman, Judith K. Wallenstein and Alice de Chalendar
      In 2018 the Project on Managing the Future of Work at HBS teamed up with the BCG Henderson Institute to survey 6,500 business leaders and 11,000 workers about the various forces reshaping the nature of work. The responses revealed a surprising gap: While the executives... View Details
      Keywords: Management; Employees; Attitudes; Organizational Culture; Organizational Change and Adaptation
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      Fuller, Joseph B., Manjari Raman, Judith K. Wallenstein, and Alice de Chalendar. "Your Workforce Is More Adaptable Than You Think." Harvard Business Review 97, no. 3 (May–June 2019): 118–126.
      • Article

      Four Things No One Will Tell You About ESG Data

      By: Sakis Kotsantonis and George Serafeim
      As the ESG finance field and the use of ESG data in investment decision-making continue to grow, the authors seek to shed light on several important aspects of ESG measurement and data. This article is intended to provide a useful guide for the rapidly rising number of... View Details
      Keywords: ESG; ESG (Environmental, Social, Governance) Performance; ESG Reporting; Data Analytics; Sustainability; Sustainability Reporting; CSR; Transparency; Investment Management; Socially Responsible Investing; Sustainable Finance; Sustainable Development; Inclusion; Inclusive Growth; Corporate Social Responsibility and Impact; Corporate Accountability; Investment; Management; Climate Change; Corporate Governance; Diversity; Integrated Corporate Reporting
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      Kotsantonis, Sakis, and George Serafeim. "Four Things No One Will Tell You About ESG Data." Journal of Applied Corporate Finance 31, no. 2 (Spring 2019): 50–58.
      • March 2019
      • Case

      Wattpad

      By: John Deighton and Leora Kornfeld
      How to run a platform to match four million writers of stories to 75 million readers? Use data science. Make money by doing deals with television and filmmakers and book publishers. The case describes the challenges of matching readers to stories and of helping writers... View Details
      Keywords: Platform Businesses; Creative Industries; Publishing; Data Science; Machine Learning; Collaborative Filtering; Women And Leadership; Managing Data Scientists; Big Data; Recommender Systems; Digital Platforms; Information Technology; Intellectual Property; Analytics and Data Science; Publishing Industry; Entertainment and Recreation Industry; Canada; United States; Philippines; Viet Nam; Turkey; Indonesia; Brazil
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      Deighton, John, and Leora Kornfeld. "Wattpad." Harvard Business School Case 919-413, March 2019.
      • March–April 2019
      • Article

      The Future of Leadership Development

      By: Das Narayandas and Mihnea Moldoveanu
      The need for leadership development has never been more urgent. Companies of all sorts realize that to survive in today’s volatile, uncertain, complex, and ambiguous environment, they need different leadership skills and organizational capabilities from those that... View Details
      Keywords: Talent Management; Executive Education; Leadership Development; Business Education; Management Skills; Learning; Online Technology
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      Narayandas, Das, and Mihnea Moldoveanu. "The Future of Leadership Development." Harvard Business Review 97, no. 4 (March–April 2019): 40–48. (Spotlight Talent Management.)
      • Article

      Multivariate Unsupervised Machine Learning for Anomaly Detection in Enterprise Applications

      By: Daniel Elsner, Pouya Aleatrati Khosroshahi, Alan MacCormack and Robert Lagerström
      Existing application performance management (APM) solutions lack robust anomaly detection capabilities and root cause analysis techniques that do not require manual efforts and domain knowledge. In this paper, we develop a density-based unsupervised machine learning... View Details
      Keywords: Big Data; Data Science And Analytics Management; Governance And Compliance; Organizational Systems And Technology; Anomaly Detection; Application Performance Management; Machine Learning; Enterprise Architecture; Analytics and Data Science
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      Elsner, Daniel, Pouya Aleatrati Khosroshahi, Alan MacCormack, and Robert Lagerström. "Multivariate Unsupervised Machine Learning for Anomaly Detection in Enterprise Applications." Proceedings of the Hawaii International Conference on System Sciences 52nd (2019): 5827–5836.
      • January 2019 (Revised February 2020)
      • Case

      Should a Pension Fund Try to Change the World? Inside GPIF's Embrace of ESG

      By: George Serafeim
      In the fall of 2018, Hiro Mizuno, the Chief Investment Officer (CIO) of GPIF, the Japanese Government Pension Fund, was reflecting on his efforts to integrate Environmental, Social and Governance (ESG) issues into every aspect of GPIF’s portfolio. His efforts ranged... View Details
      Keywords: Pension Funds; ESG (Environmental, Social, Governance) Performance; Investment Funds; Environmental Sustainability; Social Issues; Governance; Leading Change; Economy; Performance Improvement; Japan
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      Henderson, Rebecca, George Serafeim, Josh Lerner, and Naoko Jinjo. "Should a Pension Fund Try to Change the World? Inside GPIF's Embrace of ESG." Harvard Business School Case 319-067, January 2019. (Revised February 2020.)
      • December 2018 (Revised March 2020)
      • Technical Note

      Note on Economic Inequality (2020)

      By: Rebecca Henderson, Jessica A. Gover, Aldo Sesia and Mariana Oseguera Rodriguez
      For over half a century, most of the world's economies have enjoyed steady growth and prosperity. While this economic growth has reduced the number of people living in poverty, it has come with an increase in economic inequality. The gap between the "haves" and the... View Details
      Keywords: Economic Inequalty; Wealth Inequality; Equality Of Opportunity; Political Polarization; Economic Growth; Economics; Income; Wealth; Equality and Inequality; Society; Problems and Challenges
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      Henderson, Rebecca, Jessica A. Gover, Aldo Sesia, and Mariana Oseguera Rodriguez. "Note on Economic Inequality (2020)." Harvard Business School Technical Note 319-071, December 2018. (Revised March 2020.)
      • October 2018
      • Article

      The Operational Value of Social Media Information

      By: Ruomeng Cui, Santiago Gallino, Antonio Moreno and Dennis J. Zhang
      While the value of using social media information has been established in multiple business contexts, the field of operations and supply chain management have not yet explored the possibilities it offers in improving firms' operational decisions. This study attempts to... View Details
      Keywords: Machine Learning; Information; Sales; Forecasting and Prediction; Social Media
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      Cui, Ruomeng, Santiago Gallino, Antonio Moreno, and Dennis J. Zhang. "The Operational Value of Social Media Information." Special Issue on Big Data in Supply Chain Management. Production and Operations Management 27, no. 10 (October 2018): 1749–1774.
      • 2018
      • Working Paper

      UK Competitiveness after Brexit

      By: Michael E. Porter
      On June 23rd, 2016 52% of UK voters opted to put their country on the path to leave the European Union by March 29, 2019. This result was a surprise to many, and went against the advice of the vast majority of economic experts and business leaders. Two years later, and... View Details
      Keywords: Competitiveness; International Relations; Trade; Economy; Strategy; United Kingdom
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      Porter, Michael E. "UK Competitiveness after Brexit." Harvard Business School Working Paper, No. 19-029, September 2018. (Revised January 2019.)
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