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  • February 2024
  • Teaching Note

AB InBev: Brewing Up Forecasts during COVID-19

By: Mark Egan and C. Fritz Foley
Teaching Note for HBS Case No. 224-020. In July 2021, the CEO of AB InBev's European operations and his team strategized to position the company for success post-pandemic. As the world's largest beer company, boasting over 500 brands, revenue of $46 billion, and a... View Details
Keywords: Forecasting; Investor Relations; Beverage Industry; Corporate Finance; Decisions; Forecasting and Prediction; Health Pandemics; Analytics and Data Science; Digital Transformation; Crisis Management; Business Model; Food and Beverage Industry; United States; Europe
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  • February 2024 (Revised July 2024)
  • Case

Taffi: Entrepreneurship in Saudi Arabia

By: Paul A. Gompers and Fares Khrais
Taffi was a tech-enabled fashion styling startup founded by Shahad Geoffrey in Saudi Arabia in 2020. Within three years of operating, Geoffrey had pivoted the business multiple times. In 2023, Geoffrey was attempting the business’s most ambitious pivot yet, shifting... View Details
Keywords: Business Startups; Disruption; Entrepreneurship; Venture Capital; Investment; Growth and Development Strategy; Business Strategy; AI and Machine Learning; Fashion Industry; Technology Industry; Saudi Arabia; Arabian Peninsula
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  • February 2024 (Revised July 2024)
  • Case

Korea Venture Investment Corporation

By: Paul A. Gompers and Billy Chan
Financial service sector Korea Venture Investment Corporation (KVIC) is the venture capital arm of the Korean government with a founding mission to build a domestic startup ecosystem that would be as competitive as Silicon Valley. KVIC manages a basket of... View Details
Keywords: Entrepreneurship; Society; Investment; Venture Capital; Mission and Purpose; State Ownership; Financial Services Industry; Asia; South Korea
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  • February 2024
  • Teaching Note

Data-Driven Denim: Financial Forecasting at Levi Strauss

By: Mark Egan
Teaching Note for HBS Case No. 224-029. Levi Strauss & Co. (“Levi Strauss”) partnered with the IT services company Wipro to incorporate more sophisticated methods, such as machine learning, into their financial forecasting process starting in 2018. The decision to... View Details
Keywords: Forecasting; Regression; Machine Learning; Artificial Intelligence; Apparel; Corporate Finance; Forecasting and Prediction; AI and Machine Learning; Apparel and Accessories Industry; United States
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  • 2024
  • Article

Half the Firms, Double the Profits: Public Firms' Transformation, 1996–2022

By: Mark J. Roe and Charles C.Y. Wang
The number of public firms in the United States has halved since the beginning of the twenty-first century, causing consternation among corporate and securities law regulators. The dominant explanations, often advanced by Securities and Exchange commissioners when... View Details
Keywords: Corporate Law; Securities Regulation; Sarbanes-Oxley Act; Concentration Levels; Antitrust; Initial Public Offering; Public Ownership; Private Equity; Venture Capital; Mergers and Acquisitions; Monopoly; United States
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  • February 2024
  • Teaching Note

Accelerating with Caution: Forecasting and Managing birddogs' Growth (A) and (B)

By: Mark Egan
Teaching Note for HBS Case Nos. 224-023 and 224-024. As 2017 was drawing to a close, birddogs’ founder and CEO, Peter Baldwin, was working with his CFO Jack Sullivan to prepare for 2018. A nascent direct-to-consumer apparel brand, birddogs had carved its niche in men’s... View Details
Keywords: Inventory Management; Forecasting Demand; Financial Constraints; Apparel; Startups; Corporate Finance; Forecasting and Prediction; Working Capital; Financing and Loans; Organizational Change and Adaptation; Demand and Consumers; Apparel and Accessories Industry; United States
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  • February 2024
  • Supplement

Can Cities Beat the Heat? (B1): Birmingham Climate Action Snapshot

By: Rosabeth Moss Kanter, Natania Elias and Jacob A. Small
Climate snapshots provide a summary of climate actions that occurred between 2018 and 2024, highlighting major green initiatives, innovations, carbon mitigation strategy, and action across multiple levels of government and the private sector. Snapshots also provide an... View Details
Keywords: Mitigation Policies; Carbon Footprint; Climate Finance; Mobility; Adaptation; Renewable Energy; Climate Change; Problems and Challenges; Sustainable Cities; City; Innovation Strategy; Investment; United States; Alabama
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  • February 2024
  • Supplement

Can Cities Beat the Heat? (B10): Pittsburgh Climate Action Snapshot

By: Rosabeth Moss Kanter, Coelin P. Scibetta and Jacob A. Small
Climate snapshots provide a summary of climate actions that occurred between 2018 and 2024, highlighting major green initiatives, innovations, carbon mitigation strategy, and action across multiple levels of government and the private sector. Snapshots also provide an... View Details
Keywords: Mitigation Policies; Carbon Footprint; Climate Finance; Mobility; Adaptation; Renewable Energy; Climate Change; Problems and Challenges; Sustainable Cities; City; Innovation Strategy; Investment; United States; Pittsburgh
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  • February 2024
  • Supplement

Can Cities Beat the Heat? (B11): Salt Lake City Climate Action Snapshot

By: Rosabeth Moss Kanter, Praveen Kumar and Jacob A. Small
Climate snapshots provide a summary of climate actions that occurred between 2018 and 2024, highlighting major green initiatives, innovations, carbon mitigation strategy, and action across multiple levels of government and the private sector. Snapshots also provide an... View Details
Keywords: Mitigation Policies; Carbon Footprint; Climate Finance; Mobility; Adaptation; Renewable Energy; Climate Change; Problems and Challenges; Sustainable Cities; City; Innovation Strategy; Investment; United States; Utah
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  • February 2024
  • Supplement

Can Cities Beat the Heat? (B12): San Antonio Climate Action Snapshot

By: Rosabeth Moss Kanter, Natania Elias and Jacob A. Small
Climate snapshots provide a summary of climate actions that occurred between 2018 and 2024, highlighting major green initiatives, innovations, carbon mitigation strategy, and action across multiple levels of government and the private sector. Snapshots also provide an... View Details
Keywords: Mitigation Policies; Carbon Footprint; Climate Finance; Mobility; Adaptation; Renewable Energy; Climate Change; Problems and Challenges; Sustainable Cities; City; Innovation Strategy; Investment; United States; Texas
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  • February 2024
  • Supplement

Can Cities Beat the Heat? (B13): Seattle Climate Action Snapshot

By: Rosabeth Moss Kanter, Hailey Chen and Jacob A. Small
Climate snapshots provide a summary of climate actions that occurred between 2018 and 2024, highlighting major green initiatives, innovations, carbon mitigation strategy, and action across multiple levels of government and the private sector. Snapshots also provide an... View Details
Keywords: Mitigation Policies; Carbon Footprint; Climate Finance; Mobility; Adaptation; Renewable Energy; Climate Change; Problems and Challenges; Sustainable Cities; City; Innovation Strategy; Investment; United States; Seattle
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  • February 2024
  • Supplement

Can Cities Beat the Heat? (B14): San Jose Climate Action Snapshot

By: Rosabeth Moss Kanter, Hailey Chen and Jacob A. Small
Climate snapshots provide a summary of climate actions that occurred between 2018 and 2024, highlighting major green initiatives, innovations, carbon mitigation strategy, and action across multiple levels of government and the private sector. Snapshots also provide an... View Details
Keywords: Cities; Climate; Climate Impact; Innovation; Mitigation Policies; Carbon Footprint; Investing; Climate Finance; Mobility; Adaptation; Renewable Energy; Climate Change; Problems and Challenges; Sustainable Cities; Innovation and Invention; United States; San Jose
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  • February 2024
  • Supplement

Can Cities Beat the Heat? (B2): Boston Climate Action Snapshot

By: Rosabeth Moss Kanter, Margot Zuckerman and Jacob A. Small
Climate snapshots provide a summary of climate actions that occurred between 2018 and 2024, highlighting major green initiatives, innovations, carbon mitigation strategy, and action across multiple levels of government and the private sector. Snapshots also provide an... View Details
Keywords: Mitigation Policies; Carbon Footprint; Climate Finance; Mobility; Adaptation; Renewable Energy; Climate Change; Problems and Challenges; Sustainable Cities; City; Innovation Strategy; Investment; Boston; United States
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  • February 2024
  • Supplement

Can Cities Beat the Heat? (B3): Chattanooga Climate Action Snapshot

By: Rosabeth Moss Kanter, Coelin P. Scibetta and Jacob A. Small
Climate snapshots provide a summary of climate actions that occurred between 2018 and 2024, highlighting major green initiatives, innovations, carbon mitigation strategy, and action across multiple levels of government and the private sector. Snapshots also provide an... View Details
Keywords: Cities; Climate; Climate Impact; Innovation; Mitigation Policies; Carbon Footprint; Investing; Climate Finance; Mobility; Adaptation; Renewable Energy; Climate Change; Problems and Challenges; Sustainable Cities; United States; Tennessee
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  • February 2024
  • Supplement

Can Cities Beat the Heat? (B4): Columbus Climate Action Snapshot

By: Rosabeth Moss Kanter, Coelin P. Scibetta and Jacob A. Small
Climate snapshots provide a summary of climate actions that occurred between 2018 and 2024, highlighting major green initiatives, innovations, carbon mitigation strategy, and action across multiple levels of government and the private sector. Snapshots also provide an... View Details
Keywords: Mitigation Policies; Carbon Footprint; Climate Finance; Mobility; Adaptation; Renewable Energy; Climate Change; Problems and Challenges; Sustainable Cities; City; Innovation Strategy; Investment; United States; Ohio
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  • February 2024
  • Supplement

Can Cities Beat the Heat? (B5): Detroit Climate Action Snapshot

By: Rosabeth Moss Kanter and Jacob A. Small
Climate snapshots provide a summary of climate actions that occurred between 2018 and 2024, highlighting major green initiatives, innovations, carbon mitigation strategy, and action across multiple levels of government and the private sector. Snapshots also provide an... View Details
Keywords: Mitigation Policies; Carbon Footprint; Climate Finance; Mobility; Adaptation; Renewable Energy; Climate Change; Problems and Challenges; Sustainable Cities; City; Innovation Strategy; Investment; United States; Detroit
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  • February 2024
  • Supplement

Can Cities Beat the Heat? (B6): Miami Climate Action Snapshot

By: Rosabeth Moss Kanter, Ai-Ling Jamila Malone and Jacob A. Small
Climate snapshots provide a summary of climate actions that occurred between 2018 and 2024, highlighting major green initiatives, innovations, carbon mitigation strategy, and action across multiple levels of government and the private sector. Snapshots also provide an... View Details
Keywords: Climate; Climate Impact; Innovation; Mitigation Policies; Carbon Footprint; Investing; Climate Finance; Mobility; Adaptation; Renewable Energy; Climate Change; Problems and Challenges; Sustainable Cities; City; United States; Miami
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  • February 2024
  • Supplement

Can Cities Beat the Heat? (B7): Milwaukee Climate Action Snapshot

By: Rosabeth Moss Kanter, Coelin P. Scibetta and Jacob A. Small
Climate snapshots provide a summary of climate actions that occurred between 2018 and 2024, highlighting major green initiatives, innovations, carbon mitigation strategy, and action across multiple levels of government and the private sector. Snapshots also provide an... View Details
Keywords: Cities; Climate; Climate Impact; Innovation; Mitigation Policies; Carbon Footprint; Investing; Climate Finance; Mobility; Adaptation; Renewable Energy; Climate Change; Problems and Challenges; Sustainable Cities; United States; Wisconsin
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  • February 2024 (Revised April 2024)
  • Supplement

Can Cities Beat the Heat? (B8): Minneapolis-St. Paul Climate Action Snapshot

By: Rosabeth Moss Kanter, Praveen Kumar and Jacob A. Small
Climate snapshots provide a summary of climate actions that occurred between 2018 and 2024, highlighting major green initiatives, innovations, carbon mitigation strategy, and action across multiple levels of government and the private sector. Snapshots also provide an... View Details
Keywords: Mitigation Policies; Carbon Footprint; Climate Finance; Mobility; Adaptation; Renewable Energy; Climate Change; Problems and Challenges; Sustainable Cities; City; Innovation Strategy; Investment; United States; Minneapolis; St. Paul
Related
  • February 2024
  • Supplement

Can Cities Beat the Heat? (B9): Nashville Climate Action Snapshot

By: Rosabeth Moss Kanter and Jacob A. Small
Climate snapshots provide a summary of climate actions that occurred between 2018 and 2024, highlighting major green initiatives, innovations, carbon mitigation strategy, and action across multiple levels of government and the private sector. Snapshots also provide an... View Details
Keywords: Mitigation Policies; Carbon Footprint; Climate Finance; Mobility; Adaptation; Renewable Energy; Climate Change; Problems and Challenges; Sustainable Cities; City; Innovation Strategy; Investment; United States; Tennessee
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