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    • All HBS Web  (1,109)
      • Faculty Publications  (204)

      Complex SystemsRemove Complex Systems →

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      • January 2021 (Revised June 2021)
      • Case

      Hester Pharmaceuticals (A): A Pricing Dilemma

      By: Dante Roscini and John Masko
      In August 2019, the leadership of Hester Pharmaceuticals (Hester) had a problem. Italy promised to be a key market for their new breakthrough oncology drug Akrozumab, but for almost two years, its single-payer healthcare system had been unable to agree with Hester on a... View Details
      Keywords: Macroeconomics; Trade; Price; Global Range; Global Strategy; Globalized Markets and Industries; Health Care and Treatment; Patents; Monopoly; Negotiation; Business and Government Relations; Risk and Uncertainty; Human Needs; Business Strategy; Commercialization; Pharmaceutical Industry; Italy
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      Roscini, Dante, and John Masko. "Hester Pharmaceuticals (A): A Pricing Dilemma." Harvard Business School Case 721-001, January 2021. (Revised June 2021.)
      • Article

      Reflections: Toward a Normative and Actionable Theory of Planned Organizational Change and Development

      By: Michael Beer
      A normative and actionable theory of planned organizational change and development is proposed based on fifty years of engagement by the author as a scholar-consultant. Five principles are central features of the theory and practice proposed: 1) Organizations are... View Details
      Keywords: Consultant; Process; Systems; Silence; Organizational Change and Adaptation; Leadership; Learning; Management Teams
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      Beer, Michael. "Reflections: Toward a Normative and Actionable Theory of Planned Organizational Change and Development." Journal of Change Management 21, no. 1 (2021).
      • December 2020
      • Article

      The Parable of the Auctioneer: Complexity in Paul R. Milgrom's Discovering Prices

      By: Scott Duke Kominers and Alexander Teytelboym
      Designing marketplaces in complex settings requires both novel economic theory and real-world engineering, often drawing upon ideas from fields such as computer science and operations research. In Discovering Prices, Milgrom (2017) explains the theory and design... View Details
      Keywords: Pricing; Design; Auctions; Market Design; Complexity
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      Kominers, Scott Duke, and Alexander Teytelboym. "The Parable of the Auctioneer: Complexity in Paul R. Milgrom's Discovering Prices." Journal of Economic Literature 58, no. 4 (December 2020): 1180–1196.
      • 2020
      • Working Paper

      Nonprofit Boards: It Is time to Lift Your Gaze and See the System

      By: Shamal Dass, Kristy Muir and V. Kasturi Rangan
      Nonprofits the world over have faced significant crises in 2020, leaving them and their constituents in precarious positions. Responses to these crises have demonstrated incredible agility. However, they have also demonstrated that the first two levels of governance... View Details
      Keywords: Nonprofit Organizations; Governing and Advisory Boards; Health Pandemics; Governance; Corporate Social Responsibility and Impact; System; Framework
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      Dass, Shamal, Kristy Muir, and V. Kasturi Rangan. "Nonprofit Boards: It Is time to Lift Your Gaze and See the System." Harvard Business School Working Paper, No. 21-058, November 2020.
      • November 2020 (Revised February 2022)
      • Case

      CommonSpirit Health: Integrating a Merger of Equals

      By: Robert S. Huckman, Hise Gibson and Nicole Gilmore
      Soon after closing the 2019 merger of Catholic Health Initiatives (CHI) and Dignity Health to create CommonSpirit Health, Lloyd Dean and Kevin Lofton-–jointly appointed to the role of CEO—must make several operational and strategic decisions related to the integration... View Details
      Keywords: Health Care Delivery; Hospital; Merger; Merger Integration; Hospital Mergers; Health Information Technology; CEOs; Health Care and Treatment; Mergers and Acquisitions; Integration; Leadership; Customer Value and Value Chain; Decision Choices and Conditions; Governance; Information Technology; Health Industry; United States
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      Huckman, Robert S., Hise Gibson, and Nicole Gilmore. "CommonSpirit Health: Integrating a Merger of Equals." Harvard Business School Case 621-034, November 2020. (Revised February 2022.)
      • October 2020
      • Case

      Fiscal Responses to COVID-19

      By: Rawi Abdelal, Rafael Di Tella, Vincent Pons and Galit Goldstein
      For the first half of 2020, the COVID-19 crisis seemed on the verge of spiraling out of control. The business world struggled to figure out what COVID meant for macroeconomics. Extended restrictions limiting human interaction meant an end to normal economic production,... View Details
      Keywords: Fiscal Policy; COVID; COVID-19; Economic Analysis; Economic Downturn; Economic Conditions; Economic Governance; Economic Systems; Economy; Health Pandemics; Finance; Policy; United States; Germany; France; European Union
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      Abdelal, Rawi, Rafael Di Tella, Vincent Pons, and Galit Goldstein. "Fiscal Responses to COVID-19." Harvard Business School Case 721-011, October 2020.
      • Article

      Active World Model Learning with Progress Curiosity

      By: Kuno Kim, Megumi Sano, Julian De Freitas, Nick Haber and Daniel Yamins
      World models are self-supervised predictive models of how the world evolves. Humans learn world models by curiously exploring their environment, in the process acquiring compact abstractions of high bandwidth sensory inputs, the ability to plan across long temporal... View Details
      Keywords: World Models; Mathematical Methods
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      Kim, Kuno, Megumi Sano, Julian De Freitas, Nick Haber, and Daniel Yamins. "Active World Model Learning with Progress Curiosity." Proceedings of the International Conference on Machine Learning (ICML) 37th (2020).
      • Summer 2020
      • Article

      Is It Time to Rethink Globalized Supply Chains?: The COVID-19 Pandemic Should Be a Wake-up Call for Managers and Prompt Them to Consider Actions That Will Improve Their Resilience to Future Shocks

      By: Willy C. Shih
      The COVID-19 pandemic has exposed the complex interdependencies of globalized supply chains. While these global multistage production networks had spread during a relatively benign environment of falling trade barriers and increasing interdependencies among countries,... View Details
      Keywords: Supply Chains; Pandemic; Resilience; Supply Chain Management; Supply Chain; Global Range; Health Pandemics; Disruption; System Shocks; Crisis Management; Manufacturing Industry; United States; Asia; Europe; China
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      Shih, Willy C. "Is It Time to Rethink Globalized Supply Chains? The COVID-19 Pandemic Should Be a Wake-up Call for Managers and Prompt Them to Consider Actions That Will Improve Their Resilience to Future Shocks." MIT Sloan Management Review 61, no. 4 (Summer 2020): 16–18.
      • March 11, 2020
      • Editorial

      A Bolder Vision for Business Schools

      By: P. Tufano
      Business schools teach to a model that dates back to the 1950s. Given the growing demands on business to take a lead in confronting societal challenges, business schools need to update how they train business leaders and how they compete, argues Oxford’s Saïd School... View Details
      Keywords: Business Schools; Business And Society; Business Education; Leadership Development; Business and Stakeholder Relations
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      Tufano, P. "A Bolder Vision for Business Schools." Harvard Business Review Digital Articles (March 11, 2020).
      • March 2020
      • Case

      ZEISS Group: Organize by Customer Culture?

      By: Willy C. Shih
      How should ZEISS, the German manufacturer of precision optical and optoelectronic systems manage two historic businesses that operated fairly autonomously? The Industrial Quality Solutions (IQS) business sold measurement equipment to manufacturing companies in sectors... View Details
      Keywords: Organizational Structure; Organizational Culture; Manufacturing Industry; Europe; Germany
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      Shih, Willy C. "ZEISS Group: Organize by Customer Culture?" Harvard Business School Case 620-103, March 2020.
      • January 2020
      • Article

      Compensation Consultants and the Level, Composition, and Complexity of CEO Pay

      By: Kevin J. Murphy and Tatiana Sandino
      We provide fresh evidence regarding the relation between compensation consultants and CEO pay. First, firms that employ consultants have higher-paid CEOs—this result is robust to firm fixed effects and matching on economic and governance variables. Second, while this... View Details
      Keywords: Consultants; Benchmarking; Incentive Pay; Executive Compensation; Complexity; Motivation and Incentives; Governance
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      Murphy, Kevin J., and Tatiana Sandino. "Compensation Consultants and the Level, Composition, and Complexity of CEO Pay." Accounting Review 95, no. 1 (January 2020): 311–341.
      • December 2019
      • Case

      Steemit: A New Social Media?

      By: Ramon Casadesus-Masanell, Alexander White and Karen Elterman
      This case discusses the alternative social media site Steemit, including the principles it was founded on in 2016 and the challenges it faced in 2019. Steemit was a blockchain-based platform that aimed to differentiate itself from other social media companies by... View Details
      Keywords: Decision Making; Decisions; Voting; Economic Systems; Money; Fairness; Values and Beliefs; Goals and Objectives; Digital Platforms; Product Design; Design; Problems and Challenges; Network Effects; Motivation and Incentives; Social and Collaborative Networks; Reputation; Business Strategy; Competition; Internet and the Web; Social Media; Entertainment and Recreation Industry; United States; Virginia; New York (city, NY)
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      Casadesus-Masanell, Ramon, Alexander White, and Karen Elterman. "Steemit: A New Social Media?" Harvard Business School Case 720-428, December 2019.
      • July 2019 (Revised November 2019)
      • Case

      Osaro: Picking the Best Path

      By: William R. Kerr, James Palano and Bastiane Huang
      The founder of Osaro saw the potential of deep reinforcement learning to allow robots to be applied to new applications. Osaro targeted warehousing, already a dynamic industry for robotics and automation, for its initial product—a system which would allow robotic arms... View Details
      Keywords: Artificial Intelligence; Machine Learning; Robotics; Robots; Ecommerce; Fulfillment; Warehousing; AI; Startup; Technology Commercialization; Business Startups; Entrepreneurship; Logistics; Order Taking and Fulfillment; Information Technology; Commercialization; Learning; Complexity; Competition; E-commerce
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      Kerr, William R., James Palano, and Bastiane Huang. "Osaro: Picking the Best Path." Harvard Business School Case 820-012, July 2019. (Revised November 2019.)
      • March 2019 (Revised June 2019)
      • Case

      Global Sourcing at Nike

      By: Nien-hê Hsieh, Michael W. Toffel and Olivia Hull
      This case explores the evolution of Nike’s global product sourcing strategy, in particular ongoing efforts to improve working conditions at its suppliers’ factories. When the case opens in July 2018, Vice President of Sourcing Amanda Tucker and her colleagues in Nike’s... View Details
      Keywords: Sourcing; Factory Conditions; Trade; Geography; Geographic Scope; Globalized Firms and Management; Corporate Accountability; Corporate Governance; Governance Compliance; Collaborative Innovation and Invention; Innovation Strategy; Labor; Human Capital; Working Conditions; Supply Chain Management; Corporate Social Responsibility and Impact; Organizational Change and Adaptation; Labor and Management Relations; Complexity; Sports Industry; Fashion Industry; Oregon; Portland; Asia; North and Central America
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      Hsieh, Nien-hê, Michael W. Toffel, and Olivia Hull. "Global Sourcing at Nike." Harvard Business School Case 619-008, March 2019. (Revised June 2019.)
      • February 2019 (Revised January 2020)
      • Case

      Pierre Foods Acquisition of Advance Foods (A)

      By: Guhan Subramanian and Mike Harmon
      This case (A), and its related cases (B-E), establish a setting to discuss an M&A transaction and some of the key legal contracts that are associated with it. In 2010, private equity backed food manufacturer Pierre Foods is contemplating the acquisition of a key... View Details
      Keywords: Mergers and Acquisitions; Contracts; Agreements and Arrangements; Negotiation; Complexity
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      Subramanian, Guhan, and Mike Harmon. "Pierre Foods Acquisition of Advance Foods (A)." Harvard Business School Case 919-022, February 2019. (Revised January 2020.)
      • November 2018
      • Case

      frog design

      By: Srikant M. Datar and Caitlin N. Bowler
      The case follows the genesis and development of Palo, a radical urban communications hub designed to replace payphone booths on Manhattan’s city streets, through a joint venture between frog design and a venture-backed firm LQD WiFi. The case explores the complexity of... View Details
      Keywords: Innovation; Prototyping; User Experience Design; Design Heuristics; Telecommunications; Urban Systems; Communication Technology; Urban Scope; Innovation and Invention; Design; Product Development
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      Datar, Srikant M., and Caitlin N. Bowler. "frog design." Harvard Business School Multimedia/Video Case 118-707, November 2018.
      • September 2018 (Revised January 2019)
      • Case

      Sobha Group Real Estate: Backward Integration for Quality

      By: John Macomber and Alpana Thapar
      From humble beginnings in Kerala, India, Mr. PNC Menon built a reputation for quality, detail, and trustworthiness, earning him major construction commissions in the Gulf region. This paved the way for venturing into real estate development in Dubai, UAE. Striving to... View Details
      Keywords: Real Estate; Backward Integration; Land Acquisition; Raising Capital; Construction; Family Business; Decision Making; Joint Ventures; Quality; Real Estate Industry; Construction Industry; India; Middle East; Dubai
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      Macomber, John, and Alpana Thapar. "Sobha Group Real Estate: Backward Integration for Quality." Harvard Business School Case 219-034, September 2018. (Revised January 2019.)
      • May 2018
      • Case

      Harvest City: The Intelligent Procurement System Project

      By: Lynda M. Applegate and Ramiro Montealegre
      The Harvest City case describes the implementation of a cloud- and IoT-based intelligent procurement system at a new convention complex in the U.S. Midwest. The decision to build a convention complex is a strategic initiative for this city and involves extensive use of... View Details
      Keywords: Information Technology; Projects; Management; Decision Making; Business and Government Relations; Information Technology Industry
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      Applegate, Lynda M., and Ramiro Montealegre. "Harvest City: The Intelligent Procurement System Project." Harvard Business School Brief Case 918-507, May 2018.
      • 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.)
      • 2017
      • Working Paper

      Creating the Market for Organic Wine: Sulfites, Certification, and Green Values

      By: Geoffrey Jones and Emily Grandjean
      This working paper examines the history of organic wine, which provides a case study of failed category creation. The modern organic wine industry emerged during the 1970s in the United States and Western Europe, but it struggled to gain traction compared to other... View Details
      Keywords: Product Launch; Failure; Problems and Challenges; Complexity; Governing Rules, Regulations, and Reforms; Agriculture and Agribusiness Industry; Food and Beverage Industry
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      Jones, Geoffrey, and Emily Grandjean. "Creating the Market for Organic Wine: Sulfites, Certification, and Green Values." Harvard Business School Working Paper, No. 18-048, December 2017.
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