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      • September–October 2020
      • Article

      Managing Churn to Maximize Profits

      By: Aurelie Lemmens and Sunil Gupta
      Customer defection threatens many industries, prompting companies to deploy targeted, proactive customer retention programs and offers. A conventional approach has been to target customers either based on their predicted churn probability or their responsiveness to a... View Details
      Keywords: Churn Management; Defection Prediction; Loss Function; Stochastic Gradient Boosting; Customer Relationship Management; Consumer Behavior; Profit
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      Lemmens, Aurelie, and Sunil Gupta. "Managing Churn to Maximize Profits." Marketing Science 39, no. 5 (September–October 2020): 956–973.
      • August 2020
      • Article

      Contextual Determinants of Parental Reflective Functioning: Children with Autism versus Their Typically Developing Siblings

      By: Yael Enav, Dana Erhard-Weiss, Amit Goldenberg, Marguerite Knudston, Antonio Y. Hardan and James J. Gross
      In this study, we examined parental reflective functioning using the Parental Developmental Interview when parents were talking about their interactions with their child with autism versus the child’s typically developing siblings. Our sample included 30 parents who... View Details
      Keywords: Autism Spectrum Disorders; Family Functioning And Support; Parents; Reflective Functioning; Siblings; Health Disorders; Family and Family Relationships
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      Enav, Yael, Dana Erhard-Weiss, Amit Goldenberg, Marguerite Knudston, Antonio Y. Hardan, and James J. Gross. "Contextual Determinants of Parental Reflective Functioning: Children with Autism versus Their Typically Developing Siblings." Autism 24, no. 6 (August 2020).
      • Article

      Oracle Efficient Private Non-Convex Optimization

      By: Seth Neel, Aaron Leon Roth, Giuseppe Vietri and Zhiwei Steven Wu
      One of the most effective algorithms for differentially private learning and optimization is objective perturbation. This technique augments a given optimization problem (e.g. deriving from an ERM problem) with a random linear term, and then exactly solves it.... View Details
      Keywords: Machine Learning; Algorithms; Objective Perturbation; Mathematical Methods
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      Neel, Seth, Aaron Leon Roth, Giuseppe Vietri, and Zhiwei Steven Wu. "Oracle Efficient Private Non-Convex Optimization." Proceedings of the International Conference on Machine Learning (ICML) 37th (2020).
      • July 2020
      • Article

      Does Corporate Misconduct Affect the Future Compensation of Alumni Managers?

      By: Boris Groysberg, Eric Lin and George Serafeim
      Using data from a top-five global executive placement firm, the authors explore how an organization's financial misconduct may affect pay for former employees not implicated in wrongdoing. Drawing on stigma theory, they hypothesize that although such alumni did not... View Details
      Keywords: Corporate Misconduct; Financial Misconduct; Stigma; Crime and Corruption; Employees; Compensation and Benefits
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      Groysberg, Boris, Eric Lin, and George Serafeim. "Does Corporate Misconduct Affect the Future Compensation of Alumni Managers?" Special Issue on Employee Inter- and Intra-Firm Mobility. Advances in Strategic Management 41 (July 2020).
      • Summer 2020
      • Article

      Tech Clusters

      By: William R. Kerr and Frederic Robert-Nicoud
      Tech clusters like Silicon Valley play a central role for modern innovation, business competitiveness, and economic performance. This paper reviews what constitutes a tech cluster, how they function internally, and the degree to which policy makers can purposefully... View Details
      Keywords: Clusters; Agglomeration; Innovation; Industry Clusters; Innovation and Invention; Entrepreneurship; Patents
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      Kerr, William R., and Frederic Robert-Nicoud. "Tech Clusters." Journal of Economic Perspectives 34, no. 3 (Summer 2020): 50–76.
      • June 2020
      • Case

      In-housing Digital Marketing at Sprint Corp.

      By: David E. Bell, Rajiv Lal and Olivia Hull
      In the fall of 2019, Sprint’s Chief Digital Officer Rob Roy reflected on the telecom’s efforts to improve the effectiveness of its digital marketing campaigns. Digital media buying had long been handled by an outside agency, but in 2017, Sprint brought those functions... View Details
      Keywords: Advertising; Digital Marketing; Transformation; Talent and Talent Management; Marketing Strategy; Social Marketing; Telecommunications Industry; Electronics Industry; Web Services Industry; United States
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      Bell, David E., Rajiv Lal, and Olivia Hull. "In-housing Digital Marketing at Sprint Corp." Harvard Business School Case 520-026, June 2020.
      • Article

      Paper Versus Practice: A Field Investigation of Integrity Hotlines

      By: Eugene Soltes
      In an effort to motivate firms to more rapidly detect potential misconduct, legislators, regulators, and enforcement agencies incentivize firms to have integrity or “whistleblowing” hotlines. These hotlines provide individuals an opportunity to report alleged... View Details
      Keywords: Hotlines; Compliance Programs; Corporate Misconduct; Governance Compliance; Programs; Performance
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      Soltes, Eugene. "Paper Versus Practice: A Field Investigation of Integrity Hotlines." Journal of Accounting Research 58, no. 2 (May 2020): 429–472.
      • 2020
      • Article

      Public Sentiment and the Price of Corporate Sustainability

      By: George Serafeim
      Combining corporate sustainability performance scores based on environmental, social, and governance (ESG) data with big data measuring public sentiment about a company’s sustainability performance, I find that the valuation premium paid for companies with strong... View Details
      Keywords: Sustainability; ESG; ESG (Environmental, Social, Governance) Performance; Investment Management; Investment Strategy; Big Data; Machine Learning; Environment; Environmental Sustainability; Corporate Governance; Performance; Asset Pricing; Investment; Management; Strategy; Human Capital; Public Opinion; Value; Analytics and Data Science
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      Serafeim, George. "Public Sentiment and the Price of Corporate Sustainability." Financial Analysts Journal 76, no. 2 (2020): 26–46.
      • Article

      Signing at the Beginning vs at the End Does Not Decrease Dishonesty

      By: Ariella S. Kristal, A.V. Whillans, Max Bazerman, Francesca Gino, Lisa Shu, Nina Mazar and Dan Ariely
      Honest reporting is essential for society to function well. However, people frequently lie when asked to provide information, such as misrepresenting their income to save money on taxes. A landmark finding published in PNAS (Shu, Mazar, Gino, Ariely, and Bazerman,... View Details
      Keywords: Morality; Nudge; Policy-making; Replication; Honesty; Moral Sensibility; Behavior; Policy
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      Kristal, Ariella S., A.V. Whillans, Max Bazerman, Francesca Gino, Lisa Shu, Nina Mazar, and Dan Ariely. "Signing at the Beginning vs at the End Does Not Decrease Dishonesty." Proceedings of the National Academy of Sciences 117, no. 13 (March 31, 2020): 7103–7107.
      • February 2020 (Revised June 2020)
      • Case

      Shaping the Governance Debate at ISS

      By: Suraj Srinivasan, Jonah S. Goldberg and Calvin O. Liou
      ISS is the world’s largest provider of corporate governance research, data, analytics, and voting services. The case uses the effort of the Securities and Exchange Commission (SEC) to impose an array of new regulations that would severely restrict the functioning of... View Details
      Keywords: Proxy Advisory Services; Corporate Governance; Research; Investment; Governing Rules, Regulations, and Reforms; Business and Shareholder Relations; Institutional Investing
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      Srinivasan, Suraj, Jonah S. Goldberg, and Calvin O. Liou. "Shaping the Governance Debate at ISS." Harvard Business School Case 120-085, February 2020. (Revised June 2020.)
      • November 2019
      • Case

      The Genesis Lab at Novartis

      By: Amy C. Edmondson, Ranjay Gulati, Patrick J. Healy and Kerry Herman
      Novartis' Genesis Labs program, launched in 2016 as part of Novartis Institutes for Biomedical Research (NIBR), hosted pitch competitions where teams of NIBR scientists proposed ideas to explore that aimed to revolutionize drug discovery. The goal was to break down... View Details
      Keywords: Drug Discovery; Health Care and Treatment; Research and Development; Innovation and Invention; Programs; Management
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      Edmondson, Amy C., Ranjay Gulati, Patrick J. Healy, and Kerry Herman. "The Genesis Lab at Novartis." Harvard Business School Case 620-007, November 2019.
      • 2020
      • Working Paper

      Tech Clusters

      By: William R. Kerr and Frederic Robert-Nicoud
      Tech clusters like Silicon Valley play a central role for modern innovation, business competitiveness, and economic performance. This paper reviews what constitutes a tech cluster, how they function internally, and the degree to which policy makers can purposefully... View Details
      Keywords: Clusters; Agglomeration; Innovation; Industry Clusters; Innovation and Invention; Entrepreneurship; Patents
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      Kerr, William R., and Frederic Robert-Nicoud. "Tech Clusters." Harvard Business School Working Paper, No. 20-063, November 2019. (Revised June 2020.)
      • 2019
      • Working Paper

      From Know-It-Alls to Learn-It-Alls: Executive Development in the Era of Self-Refining Algorithms, Collaborative Filtering and Wearable Computing

      By: Mihnea Moldoveanu and Das Narayandas
      We examine the future of executive education on a technological and cultural landscape that is imminent but different to the one we are accustomed to. We show how the contextualization, socialization and personalization of learning—avowed but distal goals of current... View Details
      Keywords: Executive Education; Leadership Development; Technological Innovation; Customization and Personalization; Management Skills; Knowledge Acquisition; Knowledge Sharing
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      Moldoveanu, Mihnea, and Das Narayandas. "From Know-It-Alls to Learn-It-Alls: Executive Development in the Era of Self-Refining Algorithms, Collaborative Filtering and Wearable Computing." Harvard Business School Working Paper, No. 20-061, November 2019.
      • Article

      How to Use Heuristics for Differential Privacy

      By: Seth Neel, Aaron Leon Roth and Zhiwei Steven Wu
      We develop theory for using heuristics to solve computationally hard problems in differential privacy. Heuristic approaches have enjoyed tremendous success in machine learning, for which performance can be empirically evaluated. However, privacy guarantees cannot be... View Details
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      Neel, Seth, Aaron Leon Roth, and Zhiwei Steven Wu. "How to Use Heuristics for Differential Privacy." Proceedings of the IEEE Annual Symposium on Foundations of Computer Science (FOCS) 60th (2019).
      • 2019
      • Chapter

      From Coast to Hinterland: Fiscal State Formation in British and French West Africa, c. 1880–1960

      By: Ewout Frankema and Marlous van Waijenburg
      This chapter contrasts and compares the ways different colonial states in West Africa developed local fiscal capacity. We show that per capita revenues were higher in the more commercialised coastal export economies than in remote parts of the interior. We argue that... View Details
      Keywords: Fiscal Capacity; Public Debt; French West Africa; British West Africa; Geography; History; Africa
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      Frankema, Ewout, and Marlous van Waijenburg. "From Coast to Hinterland: Fiscal State Formation in British and French West Africa, c. 1880–1960." In Fiscal Capacity and the Colonial State in Africa and Asia, c. 1850–1960, edited by Ewout Frankema and Anne Booth, 161–192. Cambridge: Cambridge University Press, 2019.
      • October 2019 (Revised March 2021)
      • Background Note

      Modern Automation (B): Robotics

      By: William R. Kerr and James Palano
      Driven largely by advances in perception and situational awareness, robots in the 2010s were gaining functionality that allowed them to be applied to fundamentally new types of work. The expanding range of new tasks that could be completed by machines had significant... View Details
      Keywords: Robotics; Artificial Intelligence; Future Of Work; Technology Commercialization; Information Technology; Commercialization; Employment; AI and Machine Learning
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      Kerr, William R., and James Palano. "Modern Automation (B): Robotics." Harvard Business School Background Note 820-069, October 2019. (Revised March 2021.)
      • 2020
      • Chapter

      Business, Ethics and Institutions. The Evolution of Turkish Capitalism in a Comparative Perspective

      By: Asli M. Colpan and Geoffrey Jones
      This chapter offers a survey of the evolution of Turkish capitalism from the 19th century Ottoman Empire until the present day. It shows that Turkish business over the last century and a half was shaped in an institutional context similar to those in many developing... View Details
      Keywords: Business Groups; Capitalism; Entrepreneurship; Ethics; Government and Politics; History; Religion; Business History; Turkey; Central Asia; Middle East
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      Colpan, Asli M., and Geoffrey Jones. "Business, Ethics and Institutions. The Evolution of Turkish Capitalism in a Comparative Perspective." Chap. 1 in Business, Ethics and Institutions: The Evolution of Turkish Capitalism in Global Perspectives, edited by Asli M. Colpan and Geoffrey Jones, 3–22. New York: Routledge, 2020.
      • September 2019
      • Case

      Teaming Up to Win the Rail Deal at GE (A)

      By: Amy Edmondson, Ranjay Gulati and Rachna Tahilyani
      In 2012, Nalin Jain, then head of GE aviation for South Asia, was given the added responsibility for GE’s transportation business in India, including bidding for a $2.5 billion contract to manufacture, service and maintain 1,000 diesel locomotives for state owned... View Details
      Keywords: Recruitment; Selection and Staffing; Human Capital; Groups and Teams; Leadership Style; Leading Change; Organizational Design; Organizational Structure; Industrial Products Industry; Manufacturing Industry; Rail Industry; Transportation Industry; United States; India
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      Edmondson, Amy, Ranjay Gulati, and Rachna Tahilyani. "Teaming Up to Win the Rail Deal at GE (A)." Harvard Business School Case 420-058, September 2019.
      • August 2019 (Revised April 2021)
      • Case

      Unifying Divisions: Joro's Mission to Preserve the Planet

      By: Shikhar Ghosh and Marilyn Morgan Westner
      The case focuses on the initial startup team and Founders’ agreements. In March 2018, Sanchali Pal proposed renegotiating the informal founders’ agreement and equity split she and her co-founders had drafted the previous spring. They had been working together for over... View Details
      Keywords: Founders' Agreements; Business Startups; Climate Change; Agreements and Arrangements; Conflict Management
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      Ghosh, Shikhar, and Marilyn Morgan Westner. "Unifying Divisions: Joro's Mission to Preserve the Planet." Harvard Business School Case 820-032, August 2019. (Revised April 2021.)
      • 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.
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