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    • All HBS Web  (1,757)
      • Faculty Publications  (131)

      World ModelsRemove World Models →

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      • Article

      Internal Deadlines, Drug Approvals, and Safety Problems

      By: Lauren Cohen, Umit Gurun and Danielle Li
      Absent explicit quotas, incentives, reporting, or fiscal year-end motives, drug approvals around the world surge in December, at month-ends, and before respective major national holidays. Drugs approved before these informal deadlines are associated with significantly... View Details
      Keywords: Health; Economics; Government and Politics; Innovation and Invention; Research; Science; Biotechnology Industry; Health Industry; Pharmaceutical Industry
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      Cohen, Lauren, Umit Gurun, and Danielle Li. "Internal Deadlines, Drug Approvals, and Safety Problems." American Economic Review: Insights 3, no. 1 (March 2021): 67–82.
      • February 2021 (Revised October 2024)
      • Case

      Muhammad Ali: Changing The World

      By: Robert Simons and Max Saffer
      This case describes the rise of Cassius Clay, who later called himself Muhammad Ali, from the poor streets of Louisville, Kentucky to international fame. The case describes how Ali won a gold medal in the Olympics, three heavyweight boxing titles, and became a role... View Details
      Keywords: Sports; Mission and Purpose; Personal Characteristics; Religion; Work-Life Balance; Family and Family Relationships; Success; Power and Influence; Personal Development and Career; Sports Industry
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      Simons, Robert, and Max Saffer. "Muhammad Ali: Changing The World." Harvard Business School Case 121-053, February 2021. (Revised October 2024.)
      • January 2021
      • Case

      Digital Transformation 2.0: CEO Elie Girard at Atos

      By: Tsedal Neeley and James Barnett
      Elie Girard has taken the helm as CEO of Atos—multinational IT giant—to lead the company into the next era of digital transformation. Noticing that customers’ digital needs were evolving to become even more specialized and global in scope, he made a bold first step as... View Details
      Keywords: Restructuring; Change; Leadership; Technology Industry
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      Neeley, Tsedal, and James Barnett. "Digital Transformation 2.0: CEO Elie Girard at Atos." Harvard Business School Case 421-024, January 2021.
      • Article

      Beyond Individualized Recourse: Interpretable and Interactive Summaries of Actionable Recourses

      By: Kaivalya Rawal and Himabindu Lakkaraju
      As predictive models are increasingly being deployed in high-stakes decision-making, there has been a lot of interest in developing algorithms which can provide recourses to affected individuals. While developing such tools is important, it is even more critical to... View Details
      Keywords: Predictive Models; Decision Making; Framework; Mathematical Methods
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      Rawal, Kaivalya, and Himabindu Lakkaraju. "Beyond Individualized Recourse: Interpretable and Interactive Summaries of Actionable Recourses." Advances in Neural Information Processing Systems (NeurIPS) 33 (2020).
      • September 2020
      • Case

      Enabling Teamwork at the Cleveland Clinic

      By: Amy C. Edmondson and Michaela J. Kerrissey
      This case examines efforts to foster teamwork within and across work units in the Cleveland Clinic, a large, distributed healthcare delivery organization. With a long history of valuing teamwork since its founding in 1921, the Clinic had taken dramatic steps to further... View Details
      Keywords: Teamwork; Teaming; Health Care; Health Care and Treatment; Groups and Teams; Health Industry; United States
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      Edmondson, Amy C., and Michaela J. Kerrissey. "Enabling Teamwork at the Cleveland Clinic." Harvard Business School Case 621-040, September 2020.
      • July 2020 (Revised January 2021)
      • Case

      Vineet Nayar and Sampark Foundation: Frugal Innovation at Scale (A)

      By: Linda A. Hill and Emily Tedards
      In 2005, Vineet Nayar, the former CEO and Vice Chairman of HCL Technologies, and his wife, Anupama Nayar, committed $100 million of their personal wealth to found Sampark Foundation — a grant-making philanthropy with a mission to transform learning outcomes for 20... View Details
      Keywords: Organizational Behavior; Cultural Change; Digital; Innovation; Experimentation; Metrics; Education Reform; Non-profit; Frugal Innovation; Scale; Ecosystem; Government; Education; Social Enterprise; Leadership; Leading Change; Change Management; Organizational Culture; Innovation Leadership; Nonprofit Organizations; Growth and Development Strategy; Information Technology; Digital Transformation; India
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      Hill, Linda A., and Emily Tedards. "Vineet Nayar and Sampark Foundation: Frugal Innovation at Scale (A)." Harvard Business School Case 421-015, July 2020. (Revised January 2021.)
      • July 2020 (Revised January 2021)
      • Case

      Vineet Nayar and Sampark Foundation: Frugal Innovation at Scale (A) (Abridged)

      By: Linda A. Hill and Emily Tedards
      In 2005, Vineet Nayar, the former CEO and Vice Chairman of HCL Technologies, and his wife, Anupama Nayar, committed $100 million of their personal wealth to found Sampark Foundation—a grant-making philanthropy with a mission to transform learning outcomes for 20... View Details
      Keywords: Organizational Behavior; Organizational Alignment; Culture Change; Digital; Innovation; Experimentation; Metrics; Education Reform; Non-profit; Frugal Innovation; Scale; Ecosystem; Government; Education; Social Enterprise; Leadership; Leading Change; Change Management; Organizational Culture; Alignment; Innovation Leadership; Nonprofit Organizations; Growth and Development Strategy; Information Technology; Digital Transformation; India
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      Hill, Linda A., and Emily Tedards. "Vineet Nayar and Sampark Foundation: Frugal Innovation at Scale (A) (Abridged)." Harvard Business School Case 421-021, July 2020. (Revised January 2021.)
      • 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).
      • 2020
      • Conference Presentation

      Active World Model Learning with Progress-driven Exploration

      By: K-H Kim, M. Sano, J. De Freitas, N. Haber and D. L. K. Yamins
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      Kim, K-H, M. Sano, J. De Freitas, N. Haber, and D. L. K. Yamins. "Active World Model Learning with Progress-driven Exploration." Paper presented at the 8th International Conference on Learning Representations (ICLR), Addis Ababa, Ethiopia, 2020.
      • March 2020 (Revised April 2020)
      • Case

      CarTrade

      By: Rajiv Lal and Shreya Ramachandran
      Vinay Sanghi, the founder and CEO of CarTrade, had been trying different business strategies to keep the company, which he founded in 2010 as an online marketplace for used and new cars, profitable and on track for growth. In a crowded and disorganized dealer... View Details
      Keywords: Online Marketplace; Automobiles; Customer Base; Internet and the Web; Growth and Development Strategy; Business Model; Financing and Loans; E-commerce; Digital Platforms; Digital Marketing; Auto Industry; Retail Industry; India; Mumbai
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      Lal, Rajiv, and Shreya Ramachandran. "CarTrade." Harvard Business School Case 520-088, March 2020. (Revised April 2020.)
      • 2020
      • Book

      Competing in the Age of AI: Strategy and Leadership When Algorithms and Networks Run the World

      By: Marco Iansiti and Karim R. Lakhani
      In industry after industry, data, analytics, and AI-driven processes are transforming the nature of work. While we often still treat AI as the domain of a specific skill, business function, or sector, we have entered a new era in which AI is challenging the very... View Details
      Keywords: Artificial Intelligence; Technological Innovation; Change; Competition; Strategy; Leadership; Business Processes; Organizational Change and Adaptation; AI and Machine Learning
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      Iansiti, Marco, and Karim R. Lakhani. Competing in the Age of AI: Strategy and Leadership When Algorithms and Networks Run the World. Boston: Harvard Business Review Press, 2020.
      • January 2020 (Revised October 2021)
      • Case

      Zara: An Integrated Store and Online Model (A)

      By: Antonio Moreno
      In 2010, amidst the growth of ecommerce and the emergence of new, purely online, fashion players, Zara launched its first online store, Zara.com. Since then, Zara’s online business had grown at a fast pace. By 2018, 12% of Inditex Group’s total sales came from the... View Details
      Keywords: Stores; Integration; Operations; Business Model; Strategy; E-commerce; Retail Industry; Fashion Industry; Europe
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      Moreno, Antonio. "Zara: An Integrated Store and Online Model (A)." Harvard Business School Case 620-073, January 2020. (Revised October 2021.)
      • 2020
      • Conference Presentation

      Learning World Models with Progress-driven Exploration

      By: K-H Kim, M. Sano, J. De Freitas, N. Haber and D. L. K. Yamins
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      Kim, K-H, M. Sano, J. De Freitas, N. Haber, and D. L. K. Yamins. "Learning World Models with Progress-driven Exploration." Paper presented at the 37th International Conference on Machine Learning, Vienna, Austria, 2020.
      • November 2019 (Revised January 2025)
      • Case

      Russia: A Drama In Three Acts

      By: Rawi Abdelal, Rafael Di Tella, Galit Goldstein, Sogomon Tarontsi and Lavinia Teodorescu
      The collapse of central authority in the Soviet Union in 1991 ushered in a period of revolutionary transformations for the states that emerged in its wake. The leaders of Russia, the USSR's successor, struggled to reestablish central authority while also seeking to... View Details
      Keywords: Government Policy; Policy Change; Policy Making; Economic Systems; Economics; Globalization; Emerging Markets; Privatization; Non-Renewable Energy; Governance; Global Strategy; Corporate Governance; Policy; Business History; Lawfulness; Problems and Challenges; Business and Government Relations; Risk and Uncertainty; Strategy; Change Management; Developing Countries and Economies; Russia; Moscow
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      Abdelal, Rawi, Rafael Di Tella, Galit Goldstein, Sogomon Tarontsi, and Lavinia Teodorescu. "Russia: A Drama In Three Acts." Harvard Business School Case 720-020, November 2019. (Revised January 2025.)
      • 2019
      • Book

      Operations in an Omnichannel World

      By: Santiago Gallino and Antonio Moreno
      The world of retailing has changed dramatically in the past decade. Sales originating at online channels have been steadily increasing, and even for sales transacted at brick-and-mortar channels, a much larger fraction of sales is affected by online channels in... View Details
      Keywords: Omnichannel; Omnichannel Retail; Retail; Operations; Management; Supply Chain Management; Business Model; Organizational Change and Adaptation
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      Gallino, Santiago, and Antonio Moreno, eds. Operations in an Omnichannel World. Vol. 8, Springer Series in Supply Chain Management. Cham, Switzerland: Springer, 2019.
      • August 2019
      • Case

      Twiggle: E-commerce with Semantic Search

      By: Shane Greenstein and Danielle Golan
      Four years after being founded, in 2014, by former Google executives Amir Konigsberg (CEO) and Adi Avidor (CTO), Twiggle had developed a search enhancement that plugged into an online merchant’s existing framework. The company utilized advanced structuring and... View Details
      Keywords: Search Technology; Customer Acquisition; Internet and the Web; Technological Innovation; Commercialization; Growth and Development Strategy; E-commerce; Technology Industry; Israel
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      Greenstein, Shane, and Danielle Golan. "Twiggle: E-commerce with Semantic Search." Harvard Business School Case 620-025, August 2019.
      • October 2018
      • Article

      A Theory of Intergenerational Mobility

      By: Gary Becker, Scott Duke Kominers, Kevin Murphy and Jorg L. Spenkuch
      We develop a model of intergenerational resource transmission that emphasizes the link between cross-sectional inequality and intergenerational mobility. By drawing on first principles of human capital theory, we derive several novel results. In particular, we show... View Details
      Keywords: Intergenerational Mobility; Inequality; Complementarities; Equality and Inequality; Human Capital; Income; Family and Family Relationships
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      Becker, Gary, Scott Duke Kominers, Kevin Murphy, and Jorg L. Spenkuch. "A Theory of Intergenerational Mobility." Journal of Political Economy 126, no. S1 (October 2018): S7–S25.
      • August 2018
      • Case

      MISHA: Modernizing the World of Shisha

      By: William R. Kerr and Gamze Yucaoglu
      The case opens in 2017 with two of the five co-founders of MISHA telling the company’s CEO Michal Portz that they believe it is time for the global venture to shut down its operations and cease investments. Portz and another co-founder believe MISHA can still... View Details
      Keywords: Innovation And Management; Entrepreneurship; Private Sector; For-profit Firms; Business Strategy; Decision; Business Startups; Emerging Markets; Business Model; Marketing Strategy; Distribution Channels; Market Entry and Exit; Growth and Development Strategy; Competitive Advantage; Value Creation; Decision Choices and Conditions; Technology Industry; Qatar; United States
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      Kerr, William R., and Gamze Yucaoglu. "MISHA: Modernizing the World of Shisha." Harvard Business School Case 819-019, August 2018.
      • 2018
      • Chapter

      An Integrated Model of Dynamic Problem Solving within Organizational Constraints

      By: Johnathan R. Cromwell, Teresa M. Amabile and Jean-François Harvey
      Book Abstract: Rapid technological change, global competition, and economic uncertainty have all contributed to organizations seeking to improve creativity and innovation. Researchers and businesses want to know what factors facilitate or inhibit creativity in a... View Details
      Keywords: Organizations; Problems and Challenges; Creativity
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      Cromwell, Johnathan R., Teresa M. Amabile, and Jean-François Harvey. "An Integrated Model of Dynamic Problem Solving within Organizational Constraints." In Individual Creativity in the Workplace, edited by Roni Reiter-Palmon, Victoria Kennel, and James C. Kaufman. San Diego, CA: Academic Press, 2018.
      • June 2018
      • Article

      The Power of Workplace Rewards: Using Self-Determination Theory to Understand Why Reward Satisfaction Matters for Workers Around the World

      By: Anais Thibault Landry and A.V. Whillans
      How can workplace rewards promote employee well-being and engagement? To answer these questions, we utilized self-determination theory to examine whether reward satisfaction predicted employee well-being, job satisfaction, intrinsic motivation, and affective... View Details
      Keywords: Workplace; Rewards; Motivation; Employees; Satisfaction; Motivation and Incentives; Welfare
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      Landry, Anais Thibault, and A.V. Whillans. "The Power of Workplace Rewards: Using Self-Determination Theory to Understand Why Reward Satisfaction Matters for Workers Around the World." Compensation & Benefits Review 50, no. 3 (June 2018): 123–148.
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