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      • February 2018 (Revised March 2018)
      • Case

      Artificial Intelligence and the Machine Learning Revolution in Finance: Cogent Labs and the Google Cloud Platform (GCP)

      By: Lauren Cohen, Christopher Malloy and William Powley
      This case examines the intersection of two firms (Cogent Labs—a machine learning software firm in Tokyo; and Google, the technology infrastructure giant) attempting to exploit the benefits of artificial intelligence and machine learning in the financial services... View Details
      Keywords: Technological Innovation; Finance; Growth and Development Strategy; Business Model; Applications and Software; Infrastructure; Technology Industry; Financial Services Industry
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      Cohen, Lauren, Christopher Malloy, and William Powley. "Artificial Intelligence and the Machine Learning Revolution in Finance: Cogent Labs and the Google Cloud Platform (GCP)." Harvard Business School Case 218-080, February 2018. (Revised March 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 October 2024)
      • Case

      Hikma Pharmaceuticals Governance Journey

      By: Lynn Paine, Suraj Srinivasan and Gamze Yucaoglu
      The case opens with Said Darwazah, chairman and CEO of Hikma Pharmaceuticals, the multinational generics company, anticipating the company’s 2017 AGM and reflecting on changes made over the previous year to address concerns expressed by proxy advisors and some... View Details
      Keywords: Boards Of Directors; Pharmaceuticals; Remuneration; Shareholder Engagement; Corporate Governance; Governing and Advisory Boards; Business and Shareholder Relations; Executive Compensation; Business Growth and Maturation; Emerging Markets; Private Sector; For-Profit Firms; Pharmaceutical Industry; Jordan
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      Paine, Lynn, Suraj Srinivasan, and Gamze Yucaoglu. "Hikma Pharmaceuticals Governance Journey." Harvard Business School Case 318-108, February 2018. (Revised October 2024.)
      • 2019
      • Working Paper

      Machine Learning Approaches to Facial and Text Analysis: Discovering CEO Oral Communication Styles

      By: Prithwiraj Choudhury, Dan Wang, Natalie A. Carlson and Tarun Khanna
      We demonstrate how a novel synthesis of three methods—(1) unsupervised topic modeling of text data to generate new measures of textual variance, (2) sentiment analysis of text data, and (3) supervised ML coding of facial images with a cutting-edge convolutional neural... View Details
      Keywords: Spoken Communication; Business History; Analytics and Data Science; Finance; Performance
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      Choudhury, Prithwiraj, Dan Wang, Natalie A. Carlson, and Tarun Khanna. "Machine Learning Approaches to Facial and Text Analysis: Discovering CEO Oral Communication Styles." Harvard Business School Working Paper, No. 18-064, January 2018. (Revised May 2019.)
      • January 2018 (Revised September 2023)
      • Case

      Giving Birth to Ovia Health

      By: Jeffrey J. Bussgang and Julia Kelley
      In late 2016, Paris Wallace, the CEO of Ovia Health, and the rest of the company’s co-founders faced a difficult decision about the best way to grow Ovia Health’s revenue. Founded in 2012, Ovia Health specialized in mobile and web applications in the women’s health... View Details
      Keywords: Entrepreneurship; Growth and Development Strategy; Market Entry and Exit; Health Care and Treatment; Health Industry
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      Bussgang, Jeffrey J., and Julia Kelley. "Giving Birth to Ovia Health." Harvard Business School Case 818-004, January 2018. (Revised September 2023.)
      • January 2018 (Revised August 2020)
      • Background Note

      Continuous Software Development: Agile's Successor

      By: Jeffrey J. Bussgang, Samuel Clemens and Olivia Hull
      In recent years, the twin software development methodologies of continuous delivery and continuous deployment have risen to prominence in the start-up world and beyond. These methods have enabled technology companies large and small to accelerate their product... View Details
      Keywords: Continuous Improvement; Continuous Development; Continuous Delivery; Continuous Integration; Product Development Processes; Computer Programming; Agile; Waterfall; Software Applications; Software Engineering; Applications and Software; Information Technology; Technological Innovation; Product Development; Customer Focus and Relationships; Entrepreneurship; Organizational Change and Adaptation; Organizational Structure; Quality; Product Marketing; Product; Infrastructure; Information Infrastructure; Computer Industry; Technology Industry; Information Technology Industry; Web Services Industry; Massachusetts; Boston
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      Bussgang, Jeffrey J., Samuel Clemens, and Olivia Hull. "Continuous Software Development: Agile's Successor." Harvard Business School Background Note 818-055, January 2018. (Revised August 2020.)
      • January 2018
      • Case

      PrimeStone Capital and dormakaba

      By: Suraj Srinivasan and Quinn Pitcher
      London-based activist hedge fund PrimeStone Capital identifies a potential investment in Swiss security company Kaba. PrimeStone believes that the company is undervalued because it has been pushing back various financial targets and thinks it can help by proposing a... View Details
      Keywords: Investment Activism; Value Creation; Executive Compensation; Performance Improvement
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      Srinivasan, Suraj, and Quinn Pitcher. "PrimeStone Capital and dormakaba." Harvard Business School Case 118-047, January 2018.
      • Article

      Humblebragging: A Distinct—and Ineffective—Self-Presentation Strategy

      By: Ovul Sezer, Francesca Gino and Michael I. Norton
      Self-presentation is a fundamental aspect of social life, with myriad critical outcomes dependent on others’ impressions. We identify and offer the first empirical investigation of a prevalent, yet understudied, self-presentation strategy: humblebragging. Across nine... View Details
      Keywords: Humblebragging; Impression Management; Self-presentation; Interpersonal Perception; Competence; Liking; Sincerity; Behavior; Perception; Interpersonal Communication; Personal Characteristics
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      Sezer, Ovul, Francesca Gino, and Michael I. Norton. "Humblebragging: A Distinct—and Ineffective—Self-Presentation Strategy." Journal of Personality and Social Psychology 114, no. 1 (January 2018): 52–74.
      • January 2018
      • Article

      The Effect of Cost Sharing on an Employee Weight Loss Program: A Randomized Trial

      By: Leslie K. John, Andrea Troxel, William Yancy, Joelle Y. Friedman, Jingsan Zhu, Lin Yang, Robert Galvin, Karen Miller-Kovach, Scott Halpern, George Loewenstein and Kevin Volpp
      Purpose: We tested the effects of employer subsidies on employee enrollment, attendance, and weight loss in a nationally-available weight management program.
      Design: A randomized trial tested the impact of employer subsidy: 100%; 80% 50% and a hybrid 50% subsidy... View Details
      Keywords: Affordable Care Act (ACA); Subsidies; Weight Loss; Obesity; Incentives; Behavioral Economics; Motivation and Incentives; Behavior; Health Disorders; Health Care and Treatment; Compensation and Benefits; United States
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      John, Leslie K., Andrea Troxel, William Yancy, Joelle Y. Friedman, Jingsan Zhu, Lin Yang, Robert Galvin, Karen Miller-Kovach, Scott Halpern, George Loewenstein, and Kevin Volpp. "The Effect of Cost Sharing on an Employee Weight Loss Program: A Randomized Trial." American Journal of Health Promotion 32, no. 1 (January 2018): 170–176.
      • 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 (Revised March 2018)
      • Case

      Kellogg Company/eighteen94 capital

      By: David Bell, Damien McLoughlin and Natalie Kindred
      With 33,000 employees and revenues of $13 billion in 2016, Kellogg Company was the world’s largest producer of branded packaged cereal and a leader in branded convenience foods. Founded in 1906 and based in Michigan, the company had a proud history of product and... View Details
      Keywords: CPG; Consumer Packaged Goods; Cereal; Battle Creek; Michigan; Breakfast; Snack; Agribusiness; Change Management; Growth Strategy; Corporate Venture Capital; Innovation; Startup; Brand; Brand & Product Management; Advertising; Demand and Consumers; Innovation and Invention; Venture Capital; Food; Brands and Branding; Marketing; Agriculture and Agribusiness Industry; Agriculture and Agribusiness Industry; Agriculture and Agribusiness Industry; United States; Michigan; North America
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      Bell, David, Damien McLoughlin, and Natalie Kindred. "Kellogg Company/eighteen94 capital." Harvard Business School Case 518-061, December 2017. (Revised March 2018.)
      • Article

      Does Financial Misconduct Affect the Future Compensation of Alumni Managers?

      By: Boris Groysberg, Eric Lin and George Serafeim
      We explore how an organization’s financial misconduct may affect pay for former employees not implicated in wrongdoing. Drawing on stigma theory we hypothesize that although such alumni did not participate in the financial misconduct, and they had left the organization... View Details
      Keywords: Financial Misconduct; Stigma; Finance; Crime and Corruption; Executive Compensation; Employees; Compensation and Benefits
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      Groysberg, Boris, Eric Lin, and George Serafeim. "Does Financial Misconduct Affect the Future Compensation of Alumni Managers?" Harvard Business School Working Knowledge (December 6, 2017).
      • December 2017
      • Article

      Overall Cost Comparison of Gastrointestinal Endoscopic Procedures with Endoscopist- or Anesthesia-Supported Sedation by Activity-Based Costing Techniques

      By: Richard A. Helmers, James A. Dilling, Christopher R. Chaffee, Mark V. Larson, Bradly J. Narr, Derek A. Haas and Robert S. Kaplan
      Endoscopic/Colonoscopic procedures are done either with gastroenterologist-administered conscious sedation or with anesthesia-administered sedation with propofol. Anesthesia-administered sedation has medical and patient benefits but is more expensive to administer. We... View Details
      Keywords: Health Care and Treatment; Cost; Activity Based Costing and Management
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      Helmers, Richard A., James A. Dilling, Christopher R. Chaffee, Mark V. Larson, Bradly J. Narr, Derek A. Haas, and Robert S. Kaplan. "Overall Cost Comparison of Gastrointestinal Endoscopic Procedures with Endoscopist- or Anesthesia-Supported Sedation by Activity-Based Costing Techniques." Mayo Clinic Proceedings: Innovations, Quality & Outcomes 1, no. 3 (December 2017): 234–241.
      • November 2017 (Revised June 2019)
      • Case

      Measuring True Value at Ambuja Cement

      By: V. Kasturi Rangan, Suraj Srinivasan and Namrata Arora
      The case discusses the measurement of social and environmental impact at Ambuja Cements, one of India’s leading cement companies. Ambuja is a leader in CSR activities and is attempting to quantify its impact, both positive and negative, using the “True Value” framework... View Details
      Keywords: Corporate Social Responsibility and Impact; Environmental Sustainability; Value; Measurement and Metrics; Framework; Cost vs Benefits
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      Rangan, V. Kasturi, Suraj Srinivasan, and Namrata Arora. "Measuring True Value at Ambuja Cement." Harvard Business School Case 518-063, November 2017. (Revised June 2019.)
      • November 2017 (Revised June 2019)
      • Case

      JOE & THE JUICE Crosses the Atlantic (with video link)

      By: Ethan Rouen and Suraj Srinivasan
      As JOE & THE JUICE began its rapid U.S. expansion in 2017, its founder and CEO, Kaspar Basse, fretted about how he could keep his employees feeling like they were doing meaningful work. Founded in 2001, JOE & THE JUICE had always focused on making healthy juices,... View Details
      Keywords: Organizational Culture; Employees; Retention; Expansion; Growth Management
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      Rouen, Ethan, and Suraj Srinivasan. "JOE & THE JUICE Crosses the Atlantic (with video link)." Harvard Business School Multimedia/Video Case 118-039, November 2017. (Revised June 2019.)
      • 2017
      • Working Paper

      Identifying Sources of Inefficiency in Health Care

      By: Amitabh Chandra and Douglas O. Staiger
      In medicine, the reasons for variation in treatment rates across hospitals serving similar patients are not well understood. Some interpret this variation as unwarranted and push standardization of care as a way of reducing allocative inefficiency. However, an... View Details
      Keywords: Health Care and Treatment; Performance Efficiency; Performance Productivity; Mathematical Methods
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      Chandra, Amitabh, and Douglas O. Staiger. "Identifying Sources of Inefficiency in Health Care." NBER Working Paper Series, No. 24035, November 2017.
      • November 2017
      • Other Article

      Introduction to the Symposium: Attracting and Benefitting from Quality FDI

      By: Laura Alfaro, Holger Görg and Adnan Seric
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      Alfaro, Laura, Holger Görg, and Adnan Seric. "Introduction to the Symposium: Attracting and Benefitting from Quality FDI." Review of World Economics 153, no. 4 (November 2017).
      • Article

      What Managers Need to Know About Social Tools: Avoid the Common Pitfalls So That Your Organization Can Collaborate, Learn, and Innovate

      By: Paul Leonardi and Tsedal Neeley
      Workplaces have adopted internal social tools—think stand-alone technologies such as Slack, Yammer, and Chatter, or embedded applications such as Microsoft Teams and JIRA—at a staggering rate. In an ambitious study of 4,200 companies, conducted by the McKinsey Global... View Details
      Keywords: Leadership; Social Tools; Social and Collaborative Networks; Knowledge Sharing; Performance Improvement; Management
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      Leonardi, Paul, and Tsedal Neeley. "What Managers Need to Know About Social Tools: Avoid the Common Pitfalls So That Your Organization Can Collaborate, Learn, and Innovate." Harvard Business Review 95, no. 6 (November–December 2017): 118–126.
      • 2017
      • Working Paper

      Intermediation in the Supply of Agricultural Products in Developing Economies

      By: Kris J. Ferreira, Joel Goh and Ehsan Valavi
      Problem Definition: Farmers face several challenges in agricultural supply chains in emerging economies that contribute to extreme levels of poverty. One common challenge is that farmers only have access to one channel, often an auction, for which to sell their crops.... View Details
      Keywords: Developing Countries; Agricultural Supply Chain; Intermediation; Multiple Cahnels; Walrasian Auction; Developing Countries and Economies; Supply Chain; Distribution Channels; Profit; Agriculture and Agribusiness Industry
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      Ferreira, Kris J., Joel Goh, and Ehsan Valavi. "Intermediation in the Supply of Agricultural Products in Developing Economies." Harvard Business School Working Paper, No. 18-033, October 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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