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    • All HBS Web  (1,645)
      • Faculty Publications  (523)

      Automotive Supply ChainRemove Automotive Supply Chain →

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      • October 2017 (Revised April 2018)
      • Case

      Improving Worker Safety in the Era of Machine Learning (A)

      By: Michael W. Toffel, Dan Levy, Jose Ramon Morales Arilla and Matthew S. Johnson
      Managers make predictions all the time: How fast will my markets grow? How much inventory do I need? How intensively should I monitor my suppliers? Which potential customers will be most responsive to a particular marketing campaign? Which job candidates should I... View Details
      Keywords: Machine Learning; Policy Implementation; Empirical Research; Inspection; Occupational Safety; Occupational Health; Regulation; Analysis; Forecasting and Prediction; Policy; Operations; Supply Chain Management; Safety; Manufacturing Industry; Construction Industry; United States
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      Toffel, Michael W., Dan Levy, Jose Ramon Morales Arilla, and Matthew S. Johnson. "Improving Worker Safety in the Era of Machine Learning (A)." Harvard Business School Case 618-019, October 2017. (Revised April 2018.)
      • 2017
      • Working Paper

      Intermediation in the Supply of Agricultural Products in Developing Economies

      By: Kris J. Ferreira, Joel Goh and Ehsan Valavi
      Problem Definition: Farmers face several challenges in agricultural supply chains in emerging economies that contribute to extreme levels of poverty. One common challenge is that farmers only have access to one channel, often an auction, for which to sell their crops.... View Details
      Keywords: Developing Countries; Agricultural Supply Chain; Intermediation; Multiple Cahnels; Walrasian Auction; Developing Countries and Economies; Supply Chain; Distribution Channels; Profit; Agriculture and Agribusiness Industry
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      Ferreira, Kris J., Joel Goh, and Ehsan Valavi. "Intermediation in the Supply of Agricultural Products in Developing Economies." Harvard Business School Working Paper, No. 18-033, October 2017.
      • September 2017 (Revised August 2018)
      • Supplement

      The Ready-Made Garment Industry: A Bangladeshi Perspective (D)

      By: Nien-hê Hsieh and Saloni Chaturvedi
      This supplements the (A) case by summarizing key developments in the Bangladesh ready-made garment industry after the fire at Tazreen Fashions factory, including formation of the Bangladesh Fire and Building Safety Accord (“Accord”) and the Alliance for Bangladesh... View Details
      Keywords: Apparel; Bangladesh; Corporate Responsibility; Human Rights; Supply Chains; Labor; Working Conditions; Supply Chain; Safety; Rights; Corporate Social Responsibility and Impact; Apparel and Accessories Industry; Bangladesh
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      Hsieh, Nien-hê, and Saloni Chaturvedi. "The Ready-Made Garment Industry: A Bangladeshi Perspective (D)." Harvard Business School Supplement 318-028, September 2017. (Revised August 2018.)
      • September 2017 (Revised June 2019)
      • Case

      Dianrong: Marketplace Lending, Blockchain, and 'The New Finance' in China

      By: Christopher J. Malloy, Lauren H. Cohen and Anthony K. Woo
      This case examines the strategic positioning of Dianrong, one of the largest online peer-to-peer (P2P) lending platforms in China, in its attempt to become a foundational player in the expansion of the FinTech sector in Asia. Dianrong had recently announced the... View Details
      Keywords: Financing and Loans; Internet and the Web; Supply Chain; Finance; Innovation and Invention; Competition; Product Positioning; Strategy; Financial Services Industry; China
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      Malloy, Christopher J., Lauren H. Cohen, and Anthony K. Woo. "Dianrong: Marketplace Lending, Blockchain, and 'The New Finance' in China." Harvard Business School Case 218-043, September 2017. (Revised June 2019.)
      • September 2017 (Revised March 2018)
      • Case

      Chai Point: Disrupting Chai

      By: Shikhar Ghosh, Ramana Nanda and Rachna Tahilyani
      Chai Point is India’s largest organized chai retailer. It has missed its target for retail store openings by approximately 25%, goals that are very important to its investors who are also board members. However, it has developed an exciting new internet-based tea... View Details
      Keywords: Strategy; Venture Capital; Stock; Business Model; Mobile Technology; Technological Innovation; Marketing; Marketing Strategy; Internet and the Web; Mobile and Wireless Technology; Food; Selection and Staffing; Employee Stock Ownership Plan; Resignation and Termination; Compensation and Benefits; Resource Allocation; Product Positioning; Distribution Channels; Product Design; Supply Chain; Governing and Advisory Boards; Food and Beverage Industry; Retail Industry; Asia; India; Karnataka; Bangalore
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      Ghosh, Shikhar, Ramana Nanda, and Rachna Tahilyani. "Chai Point: Disrupting Chai." Harvard Business School Case 818-020, September 2017. (Revised March 2018.)
      • August 2017 (Revised March 2020)
      • Case

      Flex Hungary: Launching Production (A)

      By: Willy Shih
      This case examines design choices in the construction of flow lines. Flow lines are a popular way of arranging production because they are simple and inherently efficient. Equipment or workstations are arranged according to the sequence of steps in which a product is... View Details
      Keywords: Manufacturing; Line-balancing; Flow Line; Conveyor-paced Line; Consumer Goods; Consumer Products; Production Management; Production Planning; Production Scheduling; Operations; Production; Management; Supply Chain; Design; Analysis; Goods and Commodities; Consumer Products Industry; Manufacturing Industry; European Union
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      Shih, Willy. "Flex Hungary: Launching Production (A)." Harvard Business School Case 618-002, August 2017. (Revised March 2020.)
      • August 2017 (Revised September 2022)
      • Case

      Fuyao Glass America: Sourcing Decision

      By: Willy Shih
      In today's global economy, what are the factors that go into production location choice? This case is set in the world's second largest automotive glass producer as it expands from China into the United States. To meet a very aggressive cost target, management is faced... View Details
      Keywords: Supply Chains; Globalization Of Supply Chain; Manufacturing Footprint; Manufacturing; Manufacturing Strategy; Global Strategy; Supply Chain; Globalization; Supply Chain Management; Production; Logistics; Strategy; Auto Industry; Manufacturing Industry; United States; China
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      Shih, Willy. "Fuyao Glass America: Sourcing Decision." Harvard Business School Case 618-007, August 2017. (Revised September 2022.)
      • Article

      Managing Climate Change: Lessons from the U.S. Navy

      By: Forest Reinhardt and Michael W. Toffel
      The U.S. Navy operates on the front lines of climate change. It manages tens of billions of dollars in assets on every continent and on every ocean, which take many years to design and build and then have decades of useful life. This means that it needs to understand... View Details
      Keywords: Climate Change; Environment; Military; Disaster Relief; Refugees; Environmental Impact; Environmental Strategy; Sustainability; Energy; Energy Conservation; Energy Sources; Energy Generation; Globalization; Innovation and Invention; Leadership; Strategic Planning; Problems and Challenges; Risk and Uncertainty; Supply Chain; Operations; Logistics; Infrastructure; Strategy; Environmental Sustainability; Service Industry
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      Reinhardt, Forest, and Michael W. Toffel. "Managing Climate Change: Lessons from the U.S. Navy." Harvard Business Review 95, no. 4 (July–August 2017): 102–111.
      • Article

      Selecting the Right Growth Metrics: Fewer but Better

      By: Leonard A. Schlesinger
      Keywords: Supply Chains; Big Data; Corporations; Franchising; Performance Metrics; Analytics and Data Science
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      Schlesinger, Leonard A. "Selecting the Right Growth Metrics: Fewer but Better." Stanford Social Innovation Review (website) (April 21, 2017).
      • March 2017 (Revised December 2017)
      • Case

      The Ready-Made Garment Industry: A Bangladeshi Perspective (A)

      By: Nien-hê Hsieh and Saloni Chaturvedi
      Responsibility for working conditions in contract factories within the supply chain presents an ongoing challenge for managers and an area of debate. Much of the debate approaches the challenge from the perspective of large global apparel brands. This case helps... View Details
      Keywords: Apparel; Bangladesh; Corporate Responsibility; Human Rights; Supply Chains; Labor; Working Conditions; Supply Chain; Safety; Rights; Corporate Social Responsibility and Impact; Apparel and Accessories Industry; Bangladesh
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      Hsieh, Nien-hê, and Saloni Chaturvedi. "The Ready-Made Garment Industry: A Bangladeshi Perspective (A)." Harvard Business School Case 317-052, March 2017. (Revised December 2017.)
      • October 2016
      • Case

      Yili Group: Building a Global Dairy Company

      By: William C. Kirby and Nancy Hua Dai
      From its humble beginnings as a local Chinese dairy company, the Inner Mongolia Yili Group has become one of the largest dairy companies in the world. To achieve this, Yili has aggressively expanded its footprint overseas including building the world’s largest... View Details
      Keywords: Globalized Markets And Industries; Global Supply Chain; Competition; Culture; Agribusiness; Animal-Based Agribusiness; Business Growth and Maturation; Food; Global Range; Local Range; Cross-Cultural and Cross-Border Issues; Global Strategy; Globalized Firms and Management; Nutrition; Employee Relationship Management; Growth and Development Strategy; Growth Management; Brands and Branding; Supply Chain; Agriculture and Agribusiness Industry; Food and Beverage Industry; China
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      Kirby, William C., and Nancy Hua Dai. "Yili Group: Building a Global Dairy Company." Harvard Business School Case 317-003, October 2016.
      • October 2016
      • Teaching Note

      Supply Chain Finance at Procter & Gamble

      By: Benjamin C. Esty and E. Scott Mayfield
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      Esty, Benjamin C., and E. Scott Mayfield. "Supply Chain Finance at Procter & Gamble." Harvard Business School Teaching Note 217-015, October 2016.
      • October 2016
      • Case

      La-Z-Boy (A)

      By: Joseph B. Fuller and Natalie Kindred
      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; Retail Industry; Manufacturing Industry; Consumer Products Industry; United States
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      Fuller, Joseph B., and Natalie Kindred. "La-Z-Boy (A)." Harvard Business School Case 317-034, October 2016.
      • September 2016
      • Article

      Monitoring Global Supply Chains

      By: Jodi L. Short, Michael W. Toffel and Andrea R. Hugill
      Firms seeking to avoid reputational spillovers that can arise from dangerous, illegal, and unethical behavior at supply chain factories are increasingly relying on private social auditors to provide strategic information about suppliers' conduct. But little is known... View Details
      Keywords: Monitoring; Transaction Cost Economics; Industry Self-regulation; Auditing; Codes Of Conduct; Supply Chains; Corporate Social Responsibility; Corporate Social Responsibility and Impact; Supply Chain; Globalization
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      Short, Jodi L., Michael W. Toffel, and Andrea R. Hugill. "Monitoring Global Supply Chains." Strategic Management Journal 37, no. 9 (September 2016): 1878–1897. (Video abstract (4 minutes). Working Knowledge article for practitioners.)
      • Fall 2016
      • Article

      The Impact of Supplier Inventory Service Level on Retailer Demand

      By: Nathan Craig, Nicole DeHoratius and Ananth Raman
      To set inventory service levels, suppliers must understand how changes in inventory service level affect demand. We build on prior research, which uses analytical models and laboratory experiments to study the impact of a supplier’s service level on demand from... View Details
      Keywords: Demand and Consumers; Service Delivery; Supply Chain; Order Taking and Fulfillment; Retail Industry
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      Craig, Nathan, Nicole DeHoratius, and Ananth Raman. "The Impact of Supplier Inventory Service Level on Retailer Demand." Manufacturing & Service Operations Management 18, no. 4 (Fall 2016): 461–474.
      • August 2016
      • Supplement

      HEINEKEN—Brewing a Better World (B)

      By: Forest L. Reinhardt, José Alvarez and Tonia Junker
      This is a follow-up to the “HEINEKEN—Brewing a Better World (A)” case, with updated information on sustainability at HEINEKEN and some new initiatives. View Details
      Keywords: Brands and Branding; Corporate Strategy; Supply Chain Management; Food and Beverage Industry
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      Reinhardt, Forest L., José Alvarez, and Tonia Junker. "HEINEKEN—Brewing a Better World (B)." Harvard Business School Supplement 717-001, August 2016.
      • August 2016 (Revised November 2019)
      • Case

      Baskits Inc.

      By: Richard S. Ruback and Royce Yudkoff
      Soon after Robin Kovitz (MBA 2007) acquired Baskits Inc., the largest gift basket company in Canada, she became convinced that the business needed to make significant operational improvements. In her first year as CEO, she introduced an ERP system to help with sales... View Details
      Keywords: Production; Supply Chain; Performance Improvement; Consumer Products Industry; Canada
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      Ruback, Richard S., and Royce Yudkoff. "Baskits Inc." Harvard Business School Case 217-001, August 2016. (Revised November 2019.)
      • 2019
      • Working Paper

      Improving Working Conditions in Global Supply Chains: The Role of Institutional Environments and Monitoring Program Design

      By: Jodi L. Short, Michael W. Toffel and Andrea R. Hugill
      Activism seeking to improve labor conditions in global supply chains has led transnational corporations to adopt codes of conduct and monitor suppliers for compliance, but it is unclear whether these formal organizational structures raise labor standards. Drawing on... View Details
      Keywords: Monitoring; Supplier Relationship; Sustainability; Sustainability Management; Sustainable Operations; Sustainable Supply Chains; NGO; Globalization; Corporate Accountability; Operations; Supply Chain; Supply Chain Management; Labor; Working Conditions; Business Processes; Corporate Social Responsibility and Impact; Performance Evaluation; Safety; Risk and Uncertainty; Apparel and Accessories Industry; Electronics Industry; China; Indonesia; India; Bangladesh
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      Short, Jodi L., Michael W. Toffel, and Andrea R. Hugill. "Improving Working Conditions in Global Supply Chains: The Role of Institutional Environments and Monitoring Program Design." Harvard Business School Working Paper, No. 17-001, July 2016. (Revised September 2019. Formerly titled "Code Contingencies: Designing Monitoring Regimes to Promote Improvement in Supply Chain Working Conditions" and "Beyond Symbolic Responses to Private Politics.")
      • June 2016
      • Supplement

      Supply Chain Finance at Procter & Gamble Spreadsheet Supplement

      By: Benjamin C. Esty, Scott Mayfield and David Lane
      In April 2013, Procter & Gamble (P&G), the world’s largest consumer packaged goods (CPG) company, announced that it would extend its payment terms to suppliers by 30 days. At the same time, P&G announced a new supply chain financing (SCF) program giving suppliers the... View Details
      Keywords: Working Capital; Supply Chain Finance; Corporate Treasury; Consumer Packaged Goods; Value Creation; Supply Chain; Supplier Relationships; Banking; Liquidity; Accounts Payable; Accrual Accounting; Financial Reporting; Cash Flow; Cost Management; Banks and Banking; Financial Strategy; Multinational Firms and Management; Supply Chain Management; United States; Brazil
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      Esty, Benjamin C., Scott Mayfield, and David Lane. "Supply Chain Finance at Procter & Gamble Spreadsheet Supplement." Harvard Business School Spreadsheet Supplement 216-713, June 2016.
      • May 2016 (Revised May 2017)
      • Case

      Supply Chain Finance at Procter & Gamble

      By: Benjamin C. Esty, E. Scott Mayfield and David Lane
      In April 2013, Procter & Gamble (P&G), the world’s largest consumer packaged goods (CPG) company, announced that it would extend its payment terms to suppliers by 30 days. At the same time, P&G announced a new supply chain financing (SCF) program giving suppliers the... View Details
      Keywords: Working Capital; Supply Chain Finance; Corporate Treasury; Consumer Packaged Goods; Supply Chain; Supplier Relationships; Banking; Liquidity; Accounts Payable; Financial Reporting; Cash Flow; Cost Management; Banks and Banking; Financial Strategy; Multinational Firms and Management; Supply Chain Management; Accrual Accounting; Value Creation; Consumer Products Industry; Forest Products Industry; United States; Brazil
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      Esty, Benjamin C., E. Scott Mayfield, and David Lane. "Supply Chain Finance at Procter & Gamble." Harvard Business School Case 216-039, May 2016. (Revised May 2017.)
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