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      Demand ManagementRemove Demand Management →

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      • October 2018 (Revised August 2019)
      • Module Note

      Supply Chain Management

      By: Willy C. Shih
      This note on supply chain management provides background for the seven class supply chain module in the Technology & Operations Management required curriculum course taught at the Harvard Business School. This module includes four broad topics: sourcing and supply... View Details
      Keywords: Supply Chain Information; Supply & Demand; Supply Chain Industries; Supply Chain Management; Supply Chain; Manufacturing Industry; Consumer Products Industry; Food and Beverage Industry; Service Industry; United States; Asia; Europe; Japan; China
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      Shih, Willy C. "Supply Chain Management." Harvard Business School Module Note 619-023, October 2018. (Revised August 2019.)
      • October 2018 (Revised October 2018)
      • Teaching Note

      La-Z-Boy (A)

      By: Joseph B. Fuller and Julia Kelley
      Kurt Darrow, CEO of La-Z-Boy furniture, must decide whether to continue an overhaul of the company's strategy in the face of a collapse in demand during the great recession. Having pared back La-Z-Boy's portfolio of brands and manufacturing network, he intends to... View Details
      Keywords: Retail; Manufacturing; Organizational Transformations; Reorganization; Furniture Industry; Corporate Strategy; Home Fashion; Turnaround; Portfolio Rationalization; Globalization Of Supply Chain; Brand Repositioning; Business Growth and Maturation; Brands and Branding; Competitive Strategy; Vertical Integration; Transformation; Retail Industry; Manufacturing Industry; Consumer Products Industry; United States
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      Fuller, Joseph B., and Julia Kelley. "La-Z-Boy (A)." Harvard Business School Teaching Note 319-048, October 2018. (Revised October 2018.)
      • Third Quarter 2018
      • Article

      Why and How Investors Use ESG Information: Evidence from a Global Survey

      By: Amir Amel-Zadeh and George Serafeim
      Using survey data from a sample of senior investment professionals from mainstream (i.e., not SRI funds) investment organizations, we provide insights into why and how investors use reported environmental, social, and governance (ESG) information. Relevance to... View Details
      Keywords: ESG; ESG (Environmental, Social, Governance) Performance; Sustainability; Investment Management; Investment Strategy; Metrics; Standard Setting; Accounting Standards; Finance; Investment; Information; Environmental Sustainability; Governance; Performance Effectiveness; Strategy
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      Amel-Zadeh, Amir, and George Serafeim. "Why and How Investors Use ESG Information: Evidence from a Global Survey." Financial Analysts Journal 74, no. 3 (Third Quarter 2018): 87–103.
      • August 2018
      • Case

      Four Products: Predicting Diffusion (2018)

      By: John Gourville
      One job of product managers, marketers, strategic planners, and other corporate executives is to predict what the demand will be for a new product. This task is easier for certain classes of new products than for others. For new consumer package goods, for instance,... View Details
      Keywords: Diffusion Processes; Product Adoption; Marketing; Forecasting and Prediction; Demand and Consumers; Adoption; Product Launch
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      Gourville, John. "Four Products: Predicting Diffusion (2018)." Harvard Business School Case 519-018, August 2018.
      • August 2018 (Revised October 2020)
      • Case

      Tailor Brands: Artificial Intelligence-Driven Branding

      By: Jill Avery
      Using proprietary artificial intelligence technology, startup Tailor Brands set out to democratize branding by allowing small businesses to create their brand identities by automatically generating logos in just minutes at minimal cost with no branding or design skills... View Details
      Keywords: Startup; Services; Artificial Intelligence; Machine Learning; Digital Marketing; Brand Management; Big Data; Internet Marketing; Analytics; Marketing; Marketing Strategy; Brands and Branding; Information Technology; Entrepreneurship; Venture Capital; Business Model; Consumer Behavior; AI and Machine Learning; Analytics and Data Science; Advertising Industry; Service Industry; Technology Industry; United States; North America; Israel
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      Avery, Jill. "Tailor Brands: Artificial Intelligence-Driven Branding." Harvard Business School Case 519-017, August 2018. (Revised October 2020.)
      • August 2018 (Revised February 2023)
      • Case

      Hubble Contact Lenses: Data Driven Direct-to-Consumer Marketing

      By: Jill Avery and Ayelet Israeli
      As its Series A extension round approaches, the founders of Hubble, a subscription-based, social-media fueled, direct-to-consumer (DTC) brand of contact lenses, are reflecting on the marketing strategies that have taken them to a valuation of $200 million and debating... View Details
      Keywords: DTC; Direct To Consumer Marketing; Health Care; Mobile; Attribution; Experimentation; Experiments; Churn/retention; Customer Lifetime Value; Internet Marketing; Big Data; Analytics; A/B Testing; CRM; Advertising; Marketing; Marketing Channels; Marketing Strategy; Media; Brands and Branding; Marketing Communications; Digital Marketing; Consumer Behavior; Acquisition; Growth and Development Strategy; Customer Focus and Relationships; Social Media; E-commerce; Analytics and Data Science; Health Industry; Consumer Products Industry; United States; North America; Europe
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      Avery, Jill, and Ayelet Israeli. "Hubble Contact Lenses: Data Driven Direct-to-Consumer Marketing." Harvard Business School Case 519-011, August 2018. (Revised February 2023.)
      • July 2018 (Revised January 2019)
      • Teaching Note

      MC Tool

      By: Richard S. Ruback, Royce Yudkoff and Ahron Rosenfeld
      Sean Witty and Jason Premo acquired MC Tool, a machine shop located in South Carolina in 2007 with the intent to transform it into a precision manufacturer. Witty and Premo were able to more than double revenue to $6 million in their first year of managing MC by... View Details
      Keywords: Small & Medium-sized Enterprises; Small Business; Production; Transformation; Problems and Challenges; Financial Condition; Business Strategy; Manufacturing Industry; United States
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      Ruback, Richard S., Royce Yudkoff, and Ahron Rosenfeld. "MC Tool." Harvard Business School Teaching Note 219-004, July 2018. (Revised January 2019.)
      • June 2018 (Revised October 2020)
      • Case

      Global Brand Management of Anheuser Busch InBev's Budweiser

      By: Jill Avery
      Brian Perkins, chief architect of the $6 billion Budweiser brand, was excited about 2018, in which the company would launch Budweiser into several new markets in Africa and Latin America. He was feeling the pressure to finalize a global brand strategy that would define... View Details
      Keywords: Brand Management; Global Brands; Brand Positioning; Brand Extension; Brand Storytelling; Brand Equity; Marketing; Marketing Strategy; Brands and Branding; Advertising; Global Strategy; Cross-Cultural and Cross-Border Issues; Consumer Behavior; Marketing Communications; Consumer Products Industry; Food and Beverage Industry; Advertising Industry; Africa; China; United States; North America; South Africa; Nigeria; Kenya; Cameroon; Canada
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      Avery, Jill. "Global Brand Management of Anheuser Busch InBev's Budweiser." Harvard Business School Case 518-105, June 2018. (Revised October 2020.)
      • Summer 2018
      • Article

      CSR Needs CPR: Corporate Sustainability and Politics

      By: Thomas Lyon, Magali A. Delmas, John W. Maxwell, Pratima Bansal, Mireille Chiroleu-Assouline, Patricia Crifo, Rodolphe Durand, Jean-Pascal Gond, Andrew King, Michael Lenox, Michael W. Toffel, David Vogel and Frank Wijen
      Corporate sustainability has gone mainstream, and many companies have taken meaningful steps to improve their own environmental performance. But while corporate political actions such as lobbying can have a greater impact on environmental quality, they are ignored in... View Details
      Keywords: Corporate Social Responsibility and Impact; Environmental Sustainability; Communication; Policy; Business and Government Relations
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      Lyon, Thomas, Magali A. Delmas, John W. Maxwell, Pratima Bansal, Mireille Chiroleu-Assouline, Patricia Crifo, Rodolphe Durand, Jean-Pascal Gond, Andrew King, Michael Lenox, Michael W. Toffel, David Vogel, and Frank Wijen. "CSR Needs CPR: Corporate Sustainability and Politics." California Management Review 60, no. 4 (Summer 2018): 5–24.
      • May 2018 (Revised October 2018)
      • Case

      Argentina Power—Don't Cry for Me Argentina

      By: Nori Gerardo Lietz and Sayiddah Fatima McCree
      In 2016, Bruce Wayne, Managing Director of Energy Finance Corporation (“EFC”), was refining the Investment/Credit Committee materials for the development of up to 10 power generating plants in Argentina. As a subsidiary of the much larger International Conglomerate... View Details
      Keywords: Cross Border; Energy Markets; Infrastructure Finance; Infrastructure Development; Business Subsidiaries; Business Cycles; Macroeconomics; Energy Generation; International Finance; Project Finance; Government and Politics; Demand and Consumers; Infrastructure; Utilities Industry; Energy Industry; Financial Services Industry; Argentina; Latin America
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      Lietz, Nori Gerardo, and Sayiddah Fatima McCree. "Argentina Power—Don't Cry for Me Argentina." Harvard Business School Case 218-041, May 2018. (Revised October 2018.)
      • February 2018 (Revised October 2019)
      • Technical Note

      The Art and Science of Brand Valuation

      By: Jill Avery
      Brand valuation, the art and science of calculating the economic value accruing to a firm from its use of an intangible brand asset, yields frustratingly inconsistent, discrepant, and, therefore, controversial results. While it is widely accepted that brands are... View Details
      Keywords: Brand Valuation; Brand Value; Brand; Brand Management; Marketing ROI; Brand Equity; Analytics; Return On Investment; Brands and Branding; Valuation; Marketing; Marketing Strategy; Investment Return; Consumer Behavior; Advertising Industry; Consumer Products Industry; Apparel and Accessories Industry; Auto Industry; Beauty and Cosmetics Industry; Electronics Industry; Fashion Industry; Food and Beverage Industry
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      Avery, Jill. "The Art and Science of Brand Valuation." Harvard Business School Technical Note 518-086, February 2018. (Revised October 2019.)
      • February 2018 (Revised August 2018)
      • Case

      OpenInvest

      By: Shawn Cole, Boris Vallée and Nicole Tempest Keller
      Founded by a team of hedge fund and NGO alumni, OpenInvest launched its platform in 2015 to enable retail investors to tailor their portfolios to their personal values in an automated way, for instance by screening out weapons manufacturers stocks or overweighting... View Details
      Keywords: Fintech; Impact Investing; Investment Portfolio; Customization and Personalization; Technological Innovation; Social Issues; Growth and Development Strategy; Business Model; Financial Services Industry
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      Cole, Shawn, Boris Vallée, and Nicole Tempest Keller. "OpenInvest." Harvard Business School Case 218-064, February 2018. (Revised August 2018.)
      • February 2018 (Revised October 2020)
      • Case

      The Marriott-Starwood Merger: Navigating Brand Portfolio Strategy and Brand Architecture

      By: Jill Avery, Chekitan S. Dev and Laure Mougeot Stroock
      In September 2016, Marriott completed its $13.3 billion acquisition of Starwood Hotels & Resorts, which added 11 brands to its already robust 19 hotel brand portfolio. Tina Edmundson, Marriott's global brand officer, was charged with making sense of the brand portfolio... View Details
      Keywords: Brand Management; Brand Architecture; Brand Portfolio; Merger; Hospitality Industry; Services Marketing; Branded House; House Of Brands; Sub-branding; Marketing; Marketing Strategy; Brands and Branding; Mergers and Acquisitions; Consumer Behavior; Advertising; Travel Industry; Accommodations Industry; Tourism Industry; United States; North America; Europe; Asia
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      Avery, Jill, Chekitan S. Dev, and Laure Mougeot Stroock. "The Marriott-Starwood Merger: Navigating Brand Portfolio Strategy and Brand Architecture." Harvard Business School Case 518-081, February 2018. (Revised October 2020.)
      • January–February 2018
      • Article

      Some Customers Would Rather Leave Without Saying Goodbye

      By: Eva Ascarza, Oded Netzer and Bruce G.S. Hardie
      We investigate the increasingly common business setting in which companies face the possibility of both observed and unobserved customer attrition (i.e., “overt” and “silent” churn) in the same pool of customers. This is the case for many online-based services where... View Details
      Keywords: Churn; Retention; Attrition; Customer Base Analysis; Hidden Markov Models; Latent Variable Models; Customer Relationship Management; Consumer Behavior
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      Ascarza, Eva, Oded Netzer, and Bruce G.S. Hardie. "Some Customers Would Rather Leave Without Saying Goodbye." Marketing Science 37, no. 1 (January–February 2018): 54–77.
      • 2018
      • Report

      The Future of Nuclear Energy in a Carbon-Constrained World: An Interdisciplinary MIT Study

      By: Joseph B. Lassiter III
      The Future of Nuclear Energy in a Carbon-Constrained World study is the eighth in the MIT Energy Initiative’s "Future of" series, which aims to shed light on a range of complex and important issues involving energy and the environment. A central theme is... View Details
      Keywords: Nuclear Energy; Carbon Emissions; Environment; Environmental Sustainability; Energy; Energy Policy; Energy Sources
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      "The Future of Nuclear Energy in a Carbon-Constrained World: An Interdisciplinary MIT Study." "Future of" Series, MIT Energy Initiative, Cambridge, MA, 2018.
      • December 2017 (Revised March 2019)
      • Case

      Armarium: Luxury Fashion Brands for Rent

      By: Jill Avery, David Fubini, Natasha Dossa and Devon Stewart
      Armarium, a two-sided online platform that offered consumers the opportunity to rent the most coveted, current season high fashion clothing and accessories from the top global luxury brands, had emerged from its first sales season with two distinct customer segments:... View Details
      Keywords: Brand Management; Retailing; Sharing Economy; Luxury Brand; Ecommerce; Startup; Fashion; Brand Positioning; Customer Acquisition; Internet Marketing; Marketing; Marketing Channels; Marketing Strategy; Brands and Branding; Business Startups; Luxury; Consumer Behavior; Growth and Development Strategy; Social Media; E-commerce; Fashion Industry; Retail Industry; Apparel and Accessories Industry; United States; North America
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      Avery, Jill, David Fubini, Natasha Dossa, and Devon Stewart. "Armarium: Luxury Fashion Brands for Rent." Harvard Business School Case 518-047, December 2017. (Revised March 2019.)
      • 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; Food and Beverage Industry; Consumer Products 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.)
      • December 2017 (Revised December 2018)
      • Case

      OCP Group

      By: Kristin Fabbe, Forest Reinhardt, Natalie Kindred and Alpana Thapar
      This case explores the strategy of OCP Group, the 95% state-owned Moroccan firm charged with managing the North African country’s vast reserves of phosphate. Phosphate was one of the most vital macronutrients for plant health, along with nitrogen and potassium, and... View Details
      Keywords: OCP; OCP Group; Casablanca; Chemicals; Operations; Transformation; Competitive Strategy; Competitive Advantage; Chemical Industry; Morocco
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      Fabbe, Kristin, Forest Reinhardt, Natalie Kindred, and Alpana Thapar. "OCP Group." Harvard Business School Case 718-002, December 2017. (Revised December 2018.)
      • November 2017 (Revised October 2018)
      • Case

      Brandless: Disrupting Consumer Packaged Goods

      By: Jill Avery
      Brandless, an online direct-to-consumer seller of upscale private-label consumer packaged goods, offered consumers a limited assortment of values-conscious products delivered directly to their homes with the simplicity of one fixed $3 price point that promised an... View Details
      Keywords: Brand; Brand Management; Retailing; Retailing Industry; Private Label; Direct To Consumer Marketing; Ecommerce; Digital Marketing; Consumer Packaged Goods; Startup; Marketing; Marketing Strategy; Disruption; Food; Product Marketing; Marketing Channels; Consumer Behavior; Brands and Branding; Venture Capital; E-commerce; Consumer Products Industry; Beauty and Cosmetics Industry; Food and Beverage Industry; Retail Industry; United States; North America
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      Avery, Jill. "Brandless: Disrupting Consumer Packaged Goods." Harvard Business School Case 518-044, November 2017. (Revised October 2018.)
      • November 2017 (Revised November 2021)
      • Case

      Irene Rosenfeld at Mondelēz International: Crafting a Corporate Strategy

      By: Raffaella Sadun, David J. Collis, Amram Migdal and Kerry Herman
      The case focuses on Irene Rosenfeld’s tenure as CEO of the global snack food company Mondelēz International. Beginning in 2006, she had led the company through many acquisitions, including France’s LU Biscuit and British confectionery company Cadbury, before, in 2012,... View Details
      Keywords: Snack Food; Snack; Global Snacking; Packaged Food; Consumer Packaged; Kraft Foods; Kraft; Agribusiness; Change; Change Management; Corporate Strategy; Transformation; Geography; Geographic Scope; Global Strategy; Leadership; Leadership Style; Leading Change; Management; Business or Company Management; Growth and Development Strategy; Management Style; Marketing; Brands and Branding; Demand and Consumers; Consumer Behavior; Organizational Change and Adaptation; Planning; Strategic Planning; Strategy; Food and Beverage Industry; Illinois
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      Sadun, Raffaella, David J. Collis, Amram Migdal, and Kerry Herman. "Irene Rosenfeld at Mondelēz International: Crafting a Corporate Strategy." Harvard Business School Case 718-403, November 2017. (Revised November 2021.)
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