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      • March 2018
      • Supplement

      China Vanke: Battle for Control (C)

      By: Lynn S. Paine, Charles C.Y. Wang, Dawn H. Lau and Anthony K. Woo
      Baoneng calls for the removal of China Vanke's board of directors, citing as reasons the directors' mishandling of the Shenzhen Metro proposal as well as the company's various breaches of corporate governance requirements. Vanke defends itself against Baoneng's... View Details
      Keywords: China Vanke; China Resources; Hostile Takeover; Board Of Directors; Shareholding Structure; Shareholder Rights; Asset Restructuring; Corporate Governance; Governing and Advisory Boards; Valuation; Business and Shareholder Relations; Real Estate Industry; China
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      Paine, Lynn S., Charles C.Y. Wang, Dawn H. Lau, and Anthony K. Woo. "China Vanke: Battle for Control (C)." Harvard Business School Supplement 318-119, March 2018.
      • March 2018
      • Teaching Note

      Making Target the Target: Boycotts and Corporate Political Activity (A) and (B)

      By: Nien-hê Hsieh and Victor Wu
      Through the challenges facing Target, the case examines the ways in which corporations can become involved in political and legislative debates and processes, ranging from campaign contributions to lobbying. In 2016, Target CEO Brian Cornell must determine how to... View Details
      Keywords: Public Opinion; Social Issues; Corporate Social Responsibility and Impact; Mission and Purpose; Problems and Challenges; Laws and Statutes; Rights; Crisis Management; Risk Management; Media; Political Elections; Taxation; Corporate Accountability; Values and Beliefs; Fairness; Diversity; Customers; Communication; Business and Government Relations; Retail Industry; United States
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      Hsieh, Nien-hê, and Victor Wu. "Making Target the Target: Boycotts and Corporate Political Activity (A) and (B)." Harvard Business School Teaching Note 318-123, March 2018.
      • March 2018
      • Article

      In Pursuit of Enhanced Customer Retention Management: Review, Key Issues, and Future Directions

      By: Eva Ascarza, Scott A. Neslin, Oded Netzer, Zachery Anderson, Peter S. Fader, Sunil Gupta, Bruce Hardie, Aurelie Lemmens, Barak Libai, David T. Neal, Foster Provost and Rom Schrift
      In today’s turbulent business environment, customer retention presents a significant challenge for many service companies. Academics have generated a large body of research that addresses part of that challenge—with a particular focus on predicting customer churn.... View Details
      Keywords: Customer Retention; Churn; Customer Relationship Management; Measurement and Metrics
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      Ascarza, Eva, Scott A. Neslin, Oded Netzer, Zachery Anderson, Peter S. Fader, Sunil Gupta, Bruce Hardie, Aurelie Lemmens, Barak Libai, David T. Neal, Foster Provost, and Rom Schrift. "In Pursuit of Enhanced Customer Retention Management: Review, Key Issues, and Future Directions." Special Issue on 2016 Choice Symposium. Customer Needs and Solutions 5, nos. 1-2 (March 2018): 65–81.
      • February 2018
      • Case

      Infrastructure in Nigeria: Unlocking Pension Fund Investments

      By: John Macomber and Pippa Tubman Armerding
      The so-called “infrastructure finance gap” was a problem in Nigeria as in many parts of the world. Infrastructure projects like power plants and dams were very large capital investments that could generate long-term consistent cash flows, but their financing and... View Details
      Keywords: Pension Fund Investing; Infrastucture; Power/Energy; Credit Enhancement; Infrastructure; Project Finance; Investment Funds; Emerging Markets; Nigeria; Africa
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      Macomber, John, and Pippa Tubman Armerding. "Infrastructure in Nigeria: Unlocking Pension Fund Investments." Harvard Business School Case 218-071, February 2018.
      • February 2018 (Revised June 2019)
      • Case

      Jaguar Capital S.A.S., Take the Money and Run?

      By: Nori Gerardo Lietz and Sayiddah Fatima McCree
      In January 2014, Tomas Uribe and Rodrigo Sanchez-Rios of Jaguar Capital S.A.S. (Jaguar or Jaguar Capital), were considering an offer from White Stone, the world’s largest private equity real estate investor. Jaguar Capital needed capital to fund its investment thesis,... View Details
      Keywords: Real Estate; Investing; Private Equity Financing; Deal Structuring; Emerging Market; Emerging Economies; Emerging Market Finance; International Entrepreneurship; Finance; Entrepreneurship; Agreements and Arrangements; Emerging Markets; Real Estate Industry; Retail Industry; Financial Services Industry; Colombia; Latin America; United States
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      Lietz, Nori Gerardo, and Sayiddah Fatima McCree. "Jaguar Capital S.A.S., Take the Money and Run?" Harvard Business School Case 218-078, February 2018. (Revised June 2019.)
      • February 2018 (Revised December 2019)
      • Case

      The Tax Man: Taxes in Private Equity Real Estate

      By: Nori Gerardo Lietz, Timothy J. Becker, Ricardo Andrade and Sayiddah F. McCree
      In January 2018, Caelan Langan, an associate at KSW Partners LLC (“KSW”), was asked by Katherine Scott, the partner for whom he worked, to recommend a proposed structure to acquire a prominent office building in San Francisco for their most recent fund. Caelan was... View Details
      Keywords: Real Estate; Alternative Investment Structures; Property; Acquisition; Private Equity; Investment; Management; Taxation; Policy
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      Lietz, Nori Gerardo, Timothy J. Becker, Ricardo Andrade, and Sayiddah F. McCree. "The Tax Man: Taxes in Private Equity Real Estate." Harvard Business School Case 218-077, February 2018. (Revised December 2019.)
      • February 2018
      • Case

      Wiikano Orchards

      By: Benson P. Shapiro and Katherine B. Hartman
      Wiikano Orchards, a family-owned business, faces declining demand in a commodity industry. The president is considering rebranding Wiikano's apple juice, increasing its prices and promotions. If this proposal succeeds, wholesalers and retailers would be more likely to... View Details
      Keywords: Brands and Branding; Price; Marketing Communications; Product Marketing; Food and Beverage Industry
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      Shapiro, Benson P., and Katherine B. Hartman. "Wiikano Orchards." Harvard Business School Brief Case 918-517, February 2018.
      • February 2018
      • Article

      Laboratory Evidence on the Effects of Sponsorship on the Competitive Preferences of Men and Women

      By: Nancy R. Baldiga and Katherine Baldiga Coffman
      Sponsorship programs have been proposed as one way to promote female advancement in competitive career fields. A sponsor is someone who advocates for a protégé, and in doing so, takes a stake in her success. We use a laboratory experiment to explore two channels... View Details
      Keywords: Economics; Behavior And Behavioral Decision Making; Laboratory Experiment; Competition; Organizations; Gender; Behavior
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      Baldiga, Nancy R., and Katherine Baldiga Coffman. "Laboratory Evidence on the Effects of Sponsorship on the Competitive Preferences of Men and Women." Management Science 64, no. 2 (February 2018): 888–901.
      • Article

      Brand (In)fidelity: When Flirting with the Competition Strengthens Brand Relationships

      By: Irene Consiglio, Daniella Kupor, Francesca Gino and Michael I. Norton
      We document the existence and consequences of brand flirting: a short-lived experience in which a consumer engages with and/or indulges in the alluring qualities of a brand without committing to it. We propose that brand flirting is exciting and that when consumers... View Details
      Keywords: Consumer Behavior; Brands and Branding; Emotions
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      Consiglio, Irene, Daniella Kupor, Francesca Gino, and Michael I. Norton. "Brand (In)fidelity: When Flirting with the Competition Strengthens Brand Relationships." Journal of Consumer Psychology 28, no. 1 (January 2018): 5–22.
      • 2023
      • Working Paper

      Efficient Discovery of Heterogeneous Quantile Treatment Effects in Randomized Experiments via Anomalous Pattern Detection

      By: Edward McFowland III, Sriram Somanchi and Daniel B. Neill
      In the recent literature on estimating heterogeneous treatment effects, each proposed method makes its own set of restrictive assumptions about the intervention’s effects and which subpopulations to explicitly estimate. Moreover, the majority of the literature provides... View Details
      Keywords: Causal Inference; Program Evaluation; Algorithms; Distributional Average Treatment Effect; Treatment Effect Subset Scan; Heterogeneous Treatment Effects
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      McFowland III, Edward, Sriram Somanchi, and Daniel B. Neill. "Efficient Discovery of Heterogeneous Quantile Treatment Effects in Randomized Experiments via Anomalous Pattern Detection." Working Paper, 2023.
      • Article

      Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness

      By: Michael J Kearns, Seth Neel, Aaron Leon Roth and Zhiwei Steven Wu
      The most prevalent notions of fairness in machine learning are statistical definitions: they fix a small collection of pre-defined groups, and then ask for parity of some statistic of the classifier (like classification rate or false positive rate) across these groups.... View Details
      Keywords: Machine Learning; Algorithms; Fairness; Mathematical Methods
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      Kearns, Michael J., Seth Neel, Aaron Leon Roth, and Zhiwei Steven Wu. "Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness." Proceedings of the International Conference on Machine Learning (ICML) 35th (2018).
      • 2018
      • Article

      Service Operations: What Have We Learned?

      By: Liana Victorino, Joy M. Field, Ryan W. Buell, Michael J. Dixon, Susan M. Goldstein, Larry J. Menor, Madeleine E. Pullman, Aleda V. Roth, Enrico Secchi and Jie J. Zhang
      The purpose of this article is to identify research themes in service operations that have great potential for exciting and innovative conceptual and empirical work. To frame these research themes, the article provides a systematic literature review of operations... View Details
      Keywords: Service Operations; Knowledge; Research
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      Victorino, Liana, Joy M. Field, Ryan W. Buell, Michael J. Dixon, Susan M. Goldstein, Larry J. Menor, Madeleine E. Pullman, Aleda V. Roth, Enrico Secchi, and Jie J. Zhang. "Service Operations: What Have We Learned?" Journal of Service Management 29, no. 1 (2018): 39–54.
      • January–February 2018
      • Article

      Some Customers Would Rather Leave Without Saying Goodbye

      By: Eva Ascarza, Oded Netzer and Bruce G.S. Hardie
      We investigate the increasingly common business setting in which companies face the possibility of both observed and unobserved customer attrition (i.e., “overt” and “silent” churn) in the same pool of customers. This is the case for many online-based services where... View Details
      Keywords: Churn; Retention; Attrition; Customer Base Analysis; Hidden Markov Models; Latent Variable Models; Customer Relationship Management; Consumer Behavior
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      Ascarza, Eva, Oded Netzer, and Bruce G.S. Hardie. "Some Customers Would Rather Leave Without Saying Goodbye." Marketing Science 37, no. 1 (January–February 2018): 54–77.
      • December 2017 (Revised January 2019)
      • Case

      In the Eye of a Geopolitical Storm: South Korea's Lotte Group, China and the U.S. THAAD Missile Defense System (A)

      By: Andy Zelleke and Brian Tilley
      By late 2016 and early 2017, Lotte Group, a South Korean chaebol (large family-controlled business group) had become embroiled not only in the domestic political turmoil surrounding President Park Geun-hye, but also—uncomfortably—in a four-country geopolitical storm. ... View Details
      Keywords: Corporate Social Responsibility; Politics; Corporate Social Responsibility and Impact; National Security; International Relations; Decision Making; Government and Politics; Leadership; South Korea; China; Japan
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      Zelleke, Andy, and Brian Tilley. "In the Eye of a Geopolitical Storm: South Korea's Lotte Group, China and the U.S. THAAD Missile Defense System (A)." Harvard Business School Case 318-022, December 2017. (Revised January 2019.)
      • December 2017 (Revised June 2021)
      • Case

      Tesla's Bid for SolarCity (A)

      By: Charles C.Y. Wang and Raaj Zutshi
      In October 2016, Tesla asked its shareholders to ratify their $2.4 billion bid for SolarCity. Tesla had announced a series of large projects in the preceding months including the unveiling of the Model 3, the new Solar Roof, and pushing forward the opening of the... View Details
      Keywords: Mergers and Acquisitions; Business and Shareholder Relations; Project Finance
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      Wang, Charles C.Y., and Raaj Zutshi. "Tesla's Bid for SolarCity (A)." Harvard Business School Case 118-044, December 2017. (Revised June 2021.)
      • December 2017
      • Case

      Charity or Bribery?

      By: Eugene Soltes and Brian Tilley
      Filip Kowalski, a senior manager at the pharmaceutical company Healthgen, leads sales for the firm’s Polish division. While pitching Healthgen’s products, he develops a relationship with a director of a regional health fund who also runs a private foundation. After a... View Details
      Keywords: Bribery; Crime and Corruption; Law; Ethics; Philanthropy and Charitable Giving; United States; Europe
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      Soltes, Eugene, and Brian Tilley. "Charity or Bribery?" Harvard Business School Case 118-052, December 2017.
      • Article

      Scenario Generation for Long Run Interest Rate Risk Assessment

      By: Robert F. Engle, Guillaume Roussellet and Emil N. Siriwardane
      We propose a statistical model of the term structure of U.S. treasury yields tailored for long-term probability-based scenario generation and forecasts. Our model is easy to estimate and is able to simultaneously reproduce the positivity, persistence, and factor... View Details
      Keywords: Forecasting; Stress Testing; Interest Rates; Forecasting and Prediction; Risk Management; United States
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      Engle, Robert F., Guillaume Roussellet, and Emil N. Siriwardane. "Scenario Generation for Long Run Interest Rate Risk Assessment." Special Issue on Theoretical and Financial Econometrics: Essays in Honor of C. Gourieroux. Journal of Econometrics 201, no. 2 (December 2017): 333–347.
      • November 7, 2017
      • Article

      Temporary Sharing Prompts Unrestrained Disclosures That Leave Lasting Negative Impressions

      By: Reto Hofstetter, Roland Rüppell and Leslie John
      With the advent of social media, the impressions people make on others are based increasingly on their digital disclosures. Yet digital disclosures can come back to haunt, making it challenging for people to manage the impressions they make. In field and online... View Details
      Keywords: Disclosure; Privacy; Self-presentation; Impression Formation; Behavior; Perspective; Internet and the Web; Social Media
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      Hofstetter, Reto, Roland Rüppell, and Leslie John. "Temporary Sharing Prompts Unrestrained Disclosures That Leave Lasting Negative Impressions." Proceedings of the National Academy of Sciences 114, no. 45 (November 7, 2017).
      • October 2017 (Revised November 2017)
      • Case

      NYC311

      By: Constantine E. Kontokosta, Mitchell Weiss, Christine Snively and Sarah Gulick
      Joe Morrisroe, executive director for NYC311, had some gut instincts but no definitive answer to the question he was just asked by one of the mayor’s deputies: “Are some communities being underserved by 311? How do we know we are hearing from the right people?” Founded... View Details
      Keywords: New York City; NYC; 311; NYC311; Big Data; Equal Access; Bias; Data Analysis; Public Entrepreneurship; Urban Informatics; Predictive Analytics; Chief Data Officer; Data Analytics; Cities; City Leadership; Analytics and Data Science; Analysis; Prejudice and Bias; Entrepreneurship; Public Sector; City; Public Administration Industry; New York (city, NY)
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      Kontokosta, Constantine E., Mitchell Weiss, Christine Snively, and Sarah Gulick. "NYC311." Harvard Business School Case 818-056, October 2017. (Revised November 2017.)
      • Article

      "Troll" Check? A Proposal for Administrative Review of Patent Litigation

      By: Lauren Cohen, John Golden, Umit Gurun and Scott Duke Kominers
      The patent system is commonly justified as a way to promote social welfare and, more specifically, technological progress. For years, however, there has been concern that patent litigation is undermining, rather than furthering, these goals. Particularly in the United... View Details
      Keywords: Patent Trolls; Patents; Lawsuits and Litigation
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      Cohen, Lauren, John Golden, Umit Gurun, and Scott Duke Kominers. "Troll" Check? A Proposal for Administrative Review of Patent Litigation. Boston University Law Review 97, no. 5 (October 2017): 1775–1841.
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