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      • July 2020
      • Case

      Michael Solomonov: Jerusalem in a Bowl

      By: Boris Groysberg, Evan M.S. Hecht and Katherine Connolly Baden
      Before the COVID-19 pandemic hit, Michael Solomonov and Steven Cook had begun to wonder whether it might be time to rethink their opportunistic approach to the expansion of their small restaurant empire in Philadelphia, CooknSolo. The pandemic, however, caused an... View Details
      Keywords: Restaurant Industry; Entrepreneur; COVID-19; Crisis; Crisis Response Plans; Entrepreneurship; Food; Health Pandemics; Crisis Management; Innovation and Invention; Leadership; Creativity; Strategy; Ownership; Problems and Challenges; Risk and Uncertainty; Situation or Environment; Food and Beverage Industry; United States
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      Groysberg, Boris, Evan M.S. Hecht, and Katherine Connolly Baden. "Michael Solomonov: Jerusalem in a Bowl." Harvard Business School Case 421-016, July 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).
      • July–September 2020
      • Article

      Innovation Contest: Effect of Perceived Support for Learning on Participation

      By: Olivia Jung, Andrea Blasco and Karim R. Lakhani
      Background: Frontline staff are well positioned to conceive improvement opportunities based on first-hand knowledge of what works and does not work. The innovation contest may be a relevant and useful vehicle to elicit staff ideas. However, the success of the... View Details
      Keywords: Contest; Innovation; Employee Engagement; Organizational Learning; Health Care; Health Care Delivery; Innovation and Invention; Organizations; Learning; Employees; Perception; Health Care and Treatment
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      Jung, Olivia, Andrea Blasco, and Karim R. Lakhani. "Innovation Contest: Effect of Perceived Support for Learning on Participation." Health Care Management Review 45, no. 3 (July–September 2020): 255–266.
      • 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.
      • 2020
      • Conference Presentation

      Learning in Social Environments with Curious Neural Agents

      By: M. Sano, J. De Freitas, N. Haber and D. L. K. Yamins
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      Sano, M., J. De Freitas, N. Haber, and D. L. K. Yamins. "Learning in Social Environments with Curious Neural Agents." Paper presented at the 42nd Cognitive Science Society Annual Conference, Toronto, Canada, 2020. (Virtual.)
      • June 2020
      • Case

      Jill Draeger

      By: Howard H. Stevenson and Michael J. Roberts
      The Jill Draeger case is designed as an introduction to a general course on entrepreneurship. It is appropriate for many levels of students. It attempts to portray the archetype of opportunity-focused, resource-constrained behavior that is the hallmark of... View Details
      Keywords: Entrepreneurship; Personal Development and Career; Opportunities; Negotiation; Agreements and Arrangements; Risk Management
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      Stevenson, Howard H., and Michael J. Roberts. "Jill Draeger." Harvard Business School Brief Case 920-578, June 2020.
      • June 2020 (Revised August 2020)
      • Case

      Majid Al Futtaim Retail Geographic Expansion: Brick or Click?

      By: Juan Alcácer and Alpana Thapar
      This case illustrates the challenges that retailers face when they aggressively pursue geographical growth by expanding both their physical store network and their online presence. It features Majid Al Futtaim (MAF) Retail, a franchisee of Carrefour hypermarkets in the... View Details
      Keywords: Stores; Ecommerce; Strategy; Expansion; Geographic Location; Decision Making; Internet and the Web; Digital Transformation; E-commerce; Retail Industry; Middle East
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      Alcácer, Juan, and Alpana Thapar. "Majid Al Futtaim Retail Geographic Expansion: Brick or Click?" Harvard Business School Case 720-482, June 2020. (Revised August 2020.)
      • June 16, 2020
      • Article

      Your Customers Have Changed. Here's How to Engage Them Again.

      By: Rohit Deshpandé, Ofer Mintz and Imran S. Currim
      The coronavirus makes your customers less able and less willing to spend than before. How should you re-engage with them? Advice from Rohit Deshpandé and colleagues. View Details
      Keywords: COVID-19; Health Pandemics; Situation or Environment; Customer Relationship Management
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      Deshpandé, Rohit, Ofer Mintz, and Imran S. Currim. "Your Customers Have Changed. Here's How to Engage Them Again." Harvard Business School Working Knowledge (June 16, 2020).
      • June 2020
      • Case

      Extended Reality Extends into Enterprise?

      By: David B. Yoffie, Kaushal Jain, Amy Villasenor, Vicky Xu and Annie Yang
      While the growth of virtual reality started in gaming, the industry was increasingly focused on enterprise applications in 2020. This note explores the market opportunities and challenges for virtual reality and augmented reality in the enterprise, while diving into a... View Details
      Keywords: Virtual Reality; Augmented Reality; Enterprise Computing; Organizations; Information Technology; Markets; Opportunities; Strategy
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      Yoffie, David B., Kaushal Jain, Amy Villasenor, Vicky Xu, and Annie Yang. "Extended Reality Extends into Enterprise?" Harvard Business School Case 720-472, June 2020.
      • May 2020
      • Case

      WH Group and Smithfield Foods: Global Leadership During a Difficult Environment of Trade, Disease, and Sustainability

      By: Ray Goldberg and Rachel Lee
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      Goldberg, Ray, and Rachel Lee. "WH Group and Smithfield Foods: Global Leadership During a Difficult Environment of Trade, Disease, and Sustainability." Harvard Business School Case 920-304, May 2020.
      • May 1, 2020
      • Article

      COVID-19's Hard Lessons Might Prepare Business for Climate Change

      By: Joseph B. Lassiter III and Danielle Kost
      The coronavirus pandemic caught the business world by surprise, but the catastrophe might force companies to face a crisis that has been unfolding in plain sight: climate change.
      We asked faculty members affiliated with the Business and Environment Initiative at... View Details
      Keywords: COVID-19; Health Pandemics; Climate Change; Environmental Sustainability
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      "COVID-19's Hard Lessons Might Prepare Business for Climate Change." Harvard Business School Working Knowledge (May 1, 2020).
      • 2020
      • Article

      Public Sentiment and the Price of Corporate Sustainability

      By: George Serafeim
      Combining corporate sustainability performance scores based on environmental, social, and governance (ESG) data with big data measuring public sentiment about a company’s sustainability performance, I find that the valuation premium paid for companies with strong... View Details
      Keywords: Sustainability; ESG; ESG (Environmental, Social, Governance) Performance; Investment Management; Investment Strategy; Big Data; Machine Learning; Environment; Environmental Sustainability; Corporate Governance; Performance; Asset Pricing; Investment; Management; Strategy; Human Capital; Public Opinion; Value; Analytics and Data Science
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      Serafeim, George. "Public Sentiment and the Price of Corporate Sustainability." Financial Analysts Journal 76, no. 2 (2020): 26–46.
      • May 2020
      • Article

      Tackling Climate Change Requires Organizational Purpose

      By: Rebecca Henderson and George Serafeim
      Unchecked climate change presents a profound threat to economic growth and political stability but despite widespread public concern about the issue, global emissions of greenhouse gases have not declined. Indeed current “business as usual” predictions imply that... View Details
      Keywords: Corporate Purpose; Purpose; Sustainability; Environment; Climate Change; Organizations; Mission and Purpose; Environmental Sustainability; Strategy; Leadership
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      Henderson, Rebecca, and George Serafeim. "Tackling Climate Change Requires Organizational Purpose." AEA Papers and Proceedings 110 (May 2020): 177–180.
      • 26 Apr 2020
      • Other Presentation

      Towards Modeling the Variability of Human Attention

      By: Kuno Kim, Megumi Sano, Julian De Freitas, Daniel Yamins and Nick Haber
      Children exhibit extraordinary exploratory behaviors hypothesized to contribute to the building of models of their world. Harnessing this capacity in artificial systems promises not only more flexible technology but also cognitive models of the developmental processes... View Details
      Keywords: Exploratory Learning Behaviors; Modeling; Artificial Intelligence; AI and Machine Learning
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      Kim, Kuno, Megumi Sano, Julian De Freitas, Daniel Yamins, and Nick Haber. "Towards Modeling the Variability of Human Attention." In Bridging AI and Cognitive Science (BAICS) Workshop. 8th International Conference on Learning Representations (ICLR), April 26, 2020.
      • 2020
      • Working Paper

      Immigration Policy Levers for U.S. Innovation and Startups

      By: William R. Kerr and Sari Pekkala Kerr
      Immigrants account for about a quarter of U.S. invention and entrepreneurship despite a policy environment that is not well suited for these purposes. This chapter reviews the U.S. immigration policy environment that governs how skilled migrants move to America for... View Details
      Keywords: Invention; Innovation; Startups; High-tech; Immigration; Entrepreneurship; Innovation and Invention; Business Startups; Venture Capital; United States
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      Kerr, William R., and Sari Pekkala Kerr. "Immigration Policy Levers for U.S. Innovation and Startups." Harvard Business School Working Paper, No. 20-105, April 2020.
      • Article

      Human Capital and the Future of Work: Implications for Investors and ESG Integration

      By: Sakis Kotsantonis and George Serafeim
      Human capital development (HCD) is a key consideration for most companies, but only recently have investors focused on understanding the risks and opportunities related to human capital with the emergence of environmental, social, and governance (ESG) investment... View Details
      Keywords: Future Of Work; ESG; Employee Engagement; Employee Compensation; Human Capital; Human Resources; Employees; Compensation and Benefits; Wages
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      Kotsantonis, Sakis, and George Serafeim. "Human Capital and the Future of Work: Implications for Investors and ESG Integration." Journal of Financial Transformation 51 (April 2020): 115–130.
      • 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.)
      • March 2020 (Revised September 2020)
      • Case

      Opportunity Insights: Research and Policy for Social Mobility

      By: Scott Duke Kominers, Jeffrey Huizinga and Allison Ciechanover
      Opportunity Insights -- a non-profit that researches drivers of economic opportunity and develops policy solutions to help families achieve better life outcomes -- seeks to expand its impact. View Details
      Keywords: Economic Opportunity; Social Mobility; Nonprofit Organizations; Social Issues; Housing; Policy; Opportunities
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      Kominers, Scott Duke, Jeffrey Huizinga, and Allison Ciechanover. "Opportunity Insights: Research and Policy for Social Mobility." Harvard Business School Case 820-714, March 2020. (Revised September 2020.)
      • March–April 2020
      • Article

      Building A Culture of Experimentation

      By: Stefan Thomke
      Why don’t organizations test more? After examining this question for several years, I can tell you that the central reason is culture. As companies try to scale up their experimentation capacity, they often find that the obstacles are not tools and technology but... View Details
      Keywords: Experimentation; Culture; Innovation; Online; Customer Experience; Organizational Culture; Innovation and Invention; Internet and the Web; Attitudes; Decision Making; Change; Leadership
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      Thomke, Stefan. "Building A Culture of Experimentation." Harvard Business Review 98, no. 2 (March–April 2020): 40–48.
      • 2021
      • Working Paper

      Corporate Environmental Impact: Measurement, Data and Information

      By: David Freiberg, DG Park, George Serafeim and T. Robert Zochowski
      As an organization’s environmental impact has become a central societal consideration, thereby affecting industry and organizational competitiveness, interest in measuring and analyzing environmental impact has increased. We develop a methodology to derive comparable... View Details
      Keywords: Environment; Impact; Measurement; Environmental Ratings; Corporate Valuation; Financial Materiality; Sustainability; Environmental Impact; Environmental Strategy; Impact-Weighted Accounts; IWAI; Environmental Sustainability; Corporate Social Responsibility and Impact; Measurement and Metrics; Valuation
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      Freiberg, David, DG Park, George Serafeim, and T. Robert Zochowski. "Corporate Environmental Impact: Measurement, Data and Information." Harvard Business School Working Paper, No. 20-098, March 2020. (Revised February 2021.)
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