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      • August 2021
      • Case

      Wymsee

      By: Julia Austin, Sarah Mehta and Tom Quinn
      Wymsee was a company that aimed to develop a mobile application (app) that would allow television audience members to identify and purchase clothing or accessories worn by characters in the program they were watching, with the Wymsee founders taking a percentage of... View Details
      Keywords: Business Model; Business Plan; Business Startups; Film Entertainment; Television Entertainment; Technological Innovation; Knowledge Acquisition; Product Positioning; Opportunities; Adaptation; Mobile Technology; Entertainment and Recreation Industry; Motion Pictures and Video Industry; Technology Industry; United States; New York (city, NY)
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      Austin, Julia, Sarah Mehta, and Tom Quinn. "Wymsee." Harvard Business School Case 822-002, August 2021.
      • April 2021 (Revised June 2021)
      • Supplement

      Balancing Act: Deborah Lovich (B)

      By: David G. Fubini and Patrick Sanguineti
      This case provides updates on Deborah Lovich's decision and how she navigated her work and family responsibilities over the following decade. View Details
      Keywords: Work/life Balance; Work/family Balance; Work-Life Balance; Family and Family Relationships; Personal Development and Career
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      Fubini, David G., and Patrick Sanguineti. "Balancing Act: Deborah Lovich (B)." Harvard Business School Supplement 421-063, April 2021. (Revised June 2021.)
      • April 2021 (Revised June 2021)
      • Supplement

      Balancing Act: Deborah Lovich (C)

      By: David G. Fubini and Patrick Sanguineti
      This case provides further updates on Deborah Lovich's decision, as well as reflections from her family and mentors on her path. View Details
      Keywords: Work/life Balance; Work/family Balance; Work-Life Balance; Family and Family Relationships; Personal Development and Career
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      Fubini, David G., and Patrick Sanguineti. "Balancing Act: Deborah Lovich (C)." Harvard Business School Supplement 421-064, April 2021. (Revised June 2021.)
      • 2021
      • Working Paper

      Diagnosing Quality: Learning, Amenities, and the Demand for Health Care

      By: Achyuta Adhvaryu, Emilio Gutierrez, Anant Nyshadham and Jorge Tamayo
      We study the role of amenities in increasing demand for underutilized healthcare services. We evaluate the offer of a high-amenity diagnostic consultation for cataracts with a randomized price and find that a lower price for the high-amenity consultation increases... View Details
      Keywords: Health Care Demand; Amenities; Health Care Quality; Cataracts; Surgery; Health Care and Treatment; Demand and Consumers; Quality; Learning; Mexico
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      Adhvaryu, Achyuta, Emilio Gutierrez, Anant Nyshadham, and Jorge Tamayo. "Diagnosing Quality: Learning, Amenities, and the Demand for Health Care." Harvard Business School Working Paper, No. 21-110, March 2021.
      • 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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      Murciano-Goroff, Raviv, Ran Zhuo, and Shane Greenstein. "Hidden Software and Veiled Value Creation: Illustrations from Server Software Usage." NBER Working Paper Series, No. 28738, April 2021.
      • March 2021 (Revised December 2021)
      • Supplement

      Ant Financial (D)

      By: Feng Zhu, Krishna G. Palepu, Kerry Herman and Susie Ma
      The (D) case updates the case series from the time of Ant’s planned IPO, and the Chinese government’s regulatory shifts. View Details
      Keywords: Finance; Information Technology; Governing Rules, Regulations, and Reforms; Financial Services Industry; Technology Industry; China; Beijing
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      Zhu, Feng, Krishna G. Palepu, Kerry Herman, and Susie Ma. "Ant Financial (D)." Harvard Business School Supplement 621-089, March 2021. (Revised December 2021.)
      • Mar 2021
      • Conference Presentation

      Descent-to-Delete: Gradient-Based Methods for Machine Unlearning

      By: Seth Neel, Aaron Leon Roth and Saeed Sharifi-Malvajerdi
      We study the data deletion problem for convex models. By leveraging techniques from convex optimization and reservoir sampling, we give the first data deletion algorithms that are able to handle an arbitrarily long sequence of adversarial updates while promising both... View Details
      Keywords: Machine Learning; Unlearning Algorithm; Mathematical Methods
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      Neel, Seth, Aaron Leon Roth, and Saeed Sharifi-Malvajerdi. "Descent-to-Delete: Gradient-Based Methods for Machine Unlearning." Paper presented at the 32nd Algorithmic Learning Theory Conference, March 2021.
      • Article

      Reimagining the Balanced Scorecard for the ESG Era

      By: Robert S. Kaplan and David McMillan
      Companies are increasingly aware that their customers and society in general expect businesses to adopt and work towards social and environmental objectives as well as the traditional financial ones. This involves not only re-evaluating firms’ models but re-imagining... View Details
      Keywords: ESG (Environmental, Social, Governance) Performance; Business Ecosystems; Balanced Scorecard; Adaptation; Business Model; Business and Stakeholder Relations
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      Kaplan, Robert S., and David McMillan. "Reimagining the Balanced Scorecard for the ESG Era." Harvard Business Review Digital Articles (February 3, 2021).
      • January 2021 (Revised October 2021)
      • Case

      Ken Talbot—Cautionary Tale in Estate Planning

      By: Christina R. Wing and Faith Lyons
      In 2010, Ken Talbot, a self-made Australian billionaire, was traveling throughout Africa to bring his innovative coal technology to the continent when he perished in a plane crash. His will was originally created years prior when his estate worth was estimated to be AU... View Details
      Keywords: Estate Planning; Entrepreneurship; Assets; Agreements and Arrangements; Lawsuits and Litigation; Valuation; Family and Family Relationships; Conflict Management; Australia; Africa
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      Wing, Christina R., and Faith Lyons. "Ken Talbot—Cautionary Tale in Estate Planning." Harvard Business School Case 621-071, January 2021. (Revised October 2021.)
      • Article

      Towards Robust and Reliable Algorithmic Recourse

      By: Sohini Upadhyay, Shalmali Joshi and Himabindu Lakkaraju
      As predictive models are increasingly being deployed in high-stakes decision making (e.g., loan approvals), there has been growing interest in post-hoc techniques which provide recourse to affected individuals. These techniques generate recourses under the assumption... View Details
      Keywords: Machine Learning Models; Algorithmic Recourse; Decision Making; Forecasting and Prediction
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      Upadhyay, Sohini, Shalmali Joshi, and Himabindu Lakkaraju. "Towards Robust and Reliable Algorithmic Recourse." Advances in Neural Information Processing Systems (NeurIPS) 34 (2021).
      • December 2020
      • Supplement

      Tokio Marine Group (B)

      By: David J. Collis, Nobuo Sato and Akiko Kanno
      Updates the Tokio Marine (A) case by providing information on the organisation structure adopted by the Japanese insurance firm as it moved to integrate its global operations, along with changes in HR policies that sought to balance traditional Japanese practices with... View Details
      Keywords: Organisational Design; Organization Structure; Culture; Global Strategy; Organizational Design; Organizational Structure; Organizational Culture; Values and Beliefs; Human Resources; Insurance Industry; Japan
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      Collis, David J., Nobuo Sato, and Akiko Kanno. "Tokio Marine Group (B)." Harvard Business School Supplement 721-418, December 2020.
      • December 2020 (Revised September 2023)
      • Case

      PG&E and the First Climate Change Bankruptcy

      By: Stuart C. Gilson and Sarah L. Abbott
      In early 2020, the California-based utility PG&E filed a second amended plan of reorganization. PG&E had filed for Chapter 11 bankruptcy in the face of more than $30 billion of legal claims brought against it for its alleged role in causing California wildfires. The... View Details
      Keywords: Chapter 11; Utilities; Liabilities; Restructuring; Insolvency and Bankruptcy; Debt Securities; Legal Liability; Climate Change; Utilities Industry; United States
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      Gilson, Stuart C., and Sarah L. Abbott. "PG&E and the First Climate Change Bankruptcy." Harvard Business School Case 221-057, December 2020. (Revised September 2023.)
      • November 2020
      • Supplement

      Improving Access at VA (Update)

      By: Ryan W. Buell
      In November 2020, Chief Veterans Experience Officer, Lynda Davis, and Deputy Chief Veterans Experience Officer, Barbara C. Morton reflect on a busy four years leading the Veterans Experience Office at the U.S. Department of Veterans Affairs. The case provides an update... View Details
      Keywords: Government; Service Management; Leading Change; Transformation; Service Operations; Management; Health Care and Treatment; Government Administration; Performance Improvement; Public Administration Industry; United States
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      Buell, Ryan W. "Improving Access at VA (Update)." Harvard Business School Supplement 621-070, November 2020.
      • 2020
      • Working Paper

      Targeting for Long-Term Outcomes

      By: Jeremy Yang, Dean Eckles, Paramveer Dhillon and Sinan Aral
      Decision makers often want to target interventions so as to maximize an outcome that is observed only in the long term. This typically requires delaying decisions until the outcome is observed or relying on simple short-term proxies for the long-term outcome. Here we... View Details
      Keywords: Targeted Marketing; Optimization; Churn Management; Marketing; Customer Relationship Management; Policy; Learning; Outcome or Result
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      Yang, Jeremy, Dean Eckles, Paramveer Dhillon, and Sinan Aral. "Targeting for Long-Term Outcomes." Working Paper, October 2020.
      • September 2020
      • Article

      Analyst Forecast Bundling

      By: Michael Drake, Peter Joos, Joseph Pacelli and Brady Twedt
      Changing economic conditions over the past two decades have created incentives for sell-side analysts to both provide their institutional clients tiered services and to streamline their written research process. One manifestation of these changes is an increased... View Details
      Keywords: Analysts; Earnings Forecasts; Forecast Accuracy; Forecast Bundling; Business Earnings; Forecasting and Prediction
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      Drake, Michael, Peter Joos, Joseph Pacelli, and Brady Twedt. "Analyst Forecast Bundling." Management Science 66, no. 9 (September 2020): 4024–4046.
      • August 2020
      • Supplement

      Sheena Gupta (B)

      By: Leslie Perlow and Matthew Preble
      Sheena Gupta (B) provides a brief update to how Gupta is thinking about crafting her life in context of the COVID-19 global pandemic. View Details
      Keywords: Personal Development and Career; Values and Beliefs; Work-Life Balance; Health Pandemics; Singapore
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      Perlow, Leslie, and Matthew Preble. "Sheena Gupta (B)." Harvard Business School Supplement 421-029, August 2020.
      • August 2020
      • Teaching Note

      Updating Dating

      By: Scott Duke Kominers, Thomas R. Eisenmann and Alan Lam
      Teaching Note for HBS Case No. 818-052. View Details
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      Kominers, Scott Duke, Thomas R. Eisenmann, and Alan Lam. "Updating Dating." Harvard Business School Teaching Note 821-025, August 2020.
      • 2020
      • Working Paper

      Updating the Balanced Scorecard for Triple Bottom Line Strategies

      By: Robert S. Kaplan and David McMillan
      Many companies are now attempting to achieve triple bottom line performance on financial, environmental, and societal metrics. Successful strategies for such performance, however, generally require new relationships among multiple players in multiple sectors across a... View Details
      Keywords: Balanced Scorecard; Adaptation; Environmental Sustainability; Social Issues; Performance; Strategy
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      Kaplan, Robert S., and David McMillan. "Updating the Balanced Scorecard for Triple Bottom Line Strategies." Harvard Business School Working Paper, No. 21-028, August 2020.
      • 2020
      • Book

      Capitalism at Risk: How Business Can Lead

      By: Joseph L. Bower, Dutch Leonard and Lynn S. Paine
      Who should take the lead in fixing market capitalism? Business—not government alone. The spread of capitalism worldwide has made people wealthier than ever before. But capitalism's future is far from assured. Pandemics, income inequality, resource depletion, mass... View Details
      Keywords: Capitalism; Business And Society; Economic Systems; Economic Growth; Policy; Leading Change; Corporate Social Responsibility and Impact; Business and Community Relations; Corporate Strategy
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      Bower, Joseph L., Dutch Leonard, and Lynn S. Paine. Capitalism at Risk: How Business Can Lead. Updated and expanded ed. Boston: Harvard Business Review Press, 2020.
      • June 2020
      • Supplement

      The New York Times Paywall Update (B)

      By: D. L. Spar and Sunil Gupta
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      Spar, D. L., and Sunil Gupta. "The New York Times Paywall Update (B)." Harvard Business School Multimedia/Video Supplement 520-712, June 2020.
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