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      • December 2017 (Revised January 2018)
      • Case

      NatureSweet

      By: Jose Alvarez, Forest Reinhardt and Natalie Kindred
      This case describes the business model and workplace philosophy of NatureSweet, a privately owned, vertically integrated greenhouse grower and marketer of fresh tomatoes with sales across the United States and $329 million in 2016 revenues. CEO Bryant Ambelang treated... View Details
      Keywords: NatureSweet; Tomatoes; Agriculture; Greenhouse; Ambelang; Cherry Tomatoes; Incentives; Worker Empowerment; Empowerment; Toyota Production System; Leadership; Branding; Produce; Manufacturing; Organizational Change; Agribusiness; Business Model; Employee Relationship Management; Working Conditions; Organizational Culture; Success; Problems and Challenges; Manufacturing Industry; Manufacturing Industry; United States; Mexico; North America
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      Alvarez, Jose, Forest Reinhardt, and Natalie Kindred. "NatureSweet." Harvard Business School Case 518-002, December 2017. (Revised January 2018.)
      • November 2017
      • Case

      iRobot: Moving Beyond the Roomba

      By: Rajiv Lal and Scott Johnson
      The makers of the Roomba, a robotic vacuum cleaner, connected the latest version of their product to the Internet. This new feature opened up a wealth of new opportunities and challenges for the company. View Details
      Keywords: Irobot; Smart Home; Connected Home; Roomba; Vacuum; Mapping; Internet Of Things; Connected Products; Organizational Structure; Organizational Design; Information Infrastructure; Applications and Software; Digital Platforms; Mobile and Wireless Technology; Manufacturing Industry; Manufacturing Industry; Manufacturing Industry; Manufacturing Industry; United States
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      Lal, Rajiv, and Scott Johnson. "iRobot: Moving Beyond the Roomba." Harvard Business School Case 518-055, November 2017.
      • 2020
      • Working Paper

      The Real Exchange Rate, Innovation and Productivity

      By: Laura Alfaro, Alejandro Cuñat, Harald Fadinger and Yanping Liu
      We evaluate manufacturing firms' responses to changes in the real exchange rate (RER) using detailed firm-level data for a large set of countries for the period 2001–2010. We uncover the following stylized facts about regional variation of manufacturing firms'... View Details
      Keywords: Real Exchange Rate; Firm Level Data; Innovation; Productivity; Exporting; Importing; Credit Constraints; Currency Exchange Rate; Innovation and Invention; Performance Productivity
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      Alfaro, Laura, Alejandro Cuñat, Harald Fadinger, and Yanping Liu. "The Real Exchange Rate, Innovation and Productivity." Harvard Business School Working Paper, No. 18-044, November 2017. (Revised April 2020.)
      • November 2017
      • Case

      The Digital Factory – Siemens: Electronic Works Amberg

      By: Rajiv Lal and Scott F. Johnson
      The Electronic Works Amberg (EWA) was Siemens' most advanced factory. The plant built industrial automation equipment using state-of-the-art manufacturing techniques. Siemens was considering creating a consulting business for its manufacturing clients. Given the EWA's... View Details
      Keywords: Siemens; Internet Of Things; Industrie 4.0; Manufacturing; Consulting; Digital Factory; Ewa; Amberg; Electronic Works Amberg; Information Technology; Mobile and Wireless Technology; Applications and Software; Internet and the Web; Production; Manufacturing Industry; Manufacturing Industry; Manufacturing Industry; Germany
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      Lal, Rajiv, and Scott F. Johnson. "The Digital Factory – Siemens: Electronic Works Amberg." Harvard Business School Case 518-054, November 2017.
      • 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; Manufacturing 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.)
      • October 2017
      • Article

      Toward a Prescriptive Theory of Dynamic Capabilities: Connecting Strategic Choice, Learning, and Competition

      By: Gary P. Pisano
      The field of strategy has mounted an enormous effort to understand, define, predict, and measure how organizational capabilities shape competitive advantage. While the notion that capabilities influence strategy dates back to the work of Andrews (1971, The Concept... View Details
      Keywords: Business Admnistration; Market Structure; Firm Structure; Market Efficiency; Competency and Skills; Organizational Structure; Strategy
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      Pisano, Gary P. "Toward a Prescriptive Theory of Dynamic Capabilities: Connecting Strategic Choice, Learning, and Competition." Industrial and Corporate Change 26, no. 5 (October 2017): 747–762.
      • September 2017
      • Case

      Sensing (and Monetizing) Happiness at Hitachi

      By: Ethan Bernstein and Stephanie Marton
      Inspired by research linking happiness and productivity, Hitachi had invested in developing new “people analytics” technologies to help companies increase employee happiness. Hitachi had begun manufacturing high-tech badges that quantify a wearer’s activity patterns.... View Details
      Keywords: People Analytics; Japan; Sociometers; Wearables; Interpersonal Communication; Human Resources; Happiness; Technology Industry; Japan
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      Bernstein, Ethan, and Stephanie Marton. "Sensing (and Monetizing) Happiness at Hitachi." Harvard Business School Case 418-019, September 2017.
      • September 2017 (Revised April 2022)
      • Supplement

      Tempur Sealy International (A)

      By: Benjamin C. Esty
      This case explores the long-term relationship between Tempur Sealy (TPX, a mattress manufacturer) and Mattress Firm (MFRM, a bedding retailer and TPX's largest customer). For almost 20 years, the firms enjoyed a mutually beneficial and commercially prosperous... View Details
      Keywords: Porter's 5 Forces; Bargaining Power; Buyer Power; Customer Power; Supplier Power; Negotiations; Value Capture; Private Equity; Consumer Durables; Consumer Discretionary; Mattresses; B-2-B; Industry Dynamics; Leadership; Compensation; Corporate Strategy; Business Strategy; Value Creation; Competition; Cooperation; Distribution; Negotiation; Industry Structures; Customers; Relationships; Manufacturing Industry; Manufacturing Industry; Manufacturing Industry; Manufacturing Industry; United States; South Africa
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      Esty, Benjamin C. "Tempur Sealy International (A)." Harvard Business School Spreadsheet Supplement 718-801, September 2017. (Revised April 2022.)
      • 2017
      • Working Paper

      International Business and Emerging Markets: A Long-Run Perspective

      By: Geoffrey Jones
      This working paper explores long-run patterns in the strategies of international business in developing countries. There was a massive wave of Western multinational investment in the developing world during the first wave of globalization before the 1920s. The... View Details
      Keywords: Multinational Firms and Management; Developing Countries and Economies; History; Emerging Markets; Problems and Challenges
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      Jones, Geoffrey. "International Business and Emerging Markets: A Long-Run Perspective." Harvard Business School Working Paper, No. 18-020, September 2017.
      • September 2017 (Revised April 2022)
      • Case

      Tempur Sealy International (A)

      By: Benjamin C. Esty and Lauren G. Pickle
      This case explores the long-term relationship between Tempur Sealy (TPX, a mattress manufacturer) and Mattress Firm (MFRM, a bedding retailer and TPX's largest customer). For almost 20 years, the firms enjoyed a mutually beneficial and commercially prosperous... View Details
      Keywords: Porter's 5 Forces; Bargaining Power; Buyer Power; Customer Power; Supplier Power; Negotiations; Value Capture; Consumer Durables; Consumer Discretionary; Mattresses; B-2-B; Industry Dynamics; Compensation; Corporate Strategy; Business Strategy; Value Creation; Competition; Cooperation; Private Equity; Distribution; Negotiation; Industry Structures; Customers; Relationships; Leadership; Manufacturing Industry; Manufacturing Industry; Manufacturing Industry; Manufacturing Industry; United States; South Africa
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      Esty, Benjamin C., and Lauren G. Pickle. "Tempur Sealy International (A)." Harvard Business School Case 718-422, September 2017. (Revised April 2022.)
      • September 2017 (Revised June 2021)
      • Supplement

      Tempur Sealy International (B)

      By: Benjamin C. Esty and Lauren G. Pickle
      Analyzes the commercial relationship between Tempur Sealy and Mattress Firm following the events discussed in the (A) case. View Details
      Keywords: Porter's 5 Forces; Bargaining Power; Buyer Power; Customer Power; Supplier Power; Negotiations; Value Capture; Consumer Durables; Consumer Discretionary; Mattresses; B-2-B; Industry Dynamics; Compensation; Corporate Strategy; Business Strategy; Value Creation; Competition; Cooperation; Private Equity; Distribution; Negotiation; Industry Structures; Customers; Relationships; Leadership; Manufacturing Industry; Manufacturing Industry
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      Esty, Benjamin C., and Lauren G. Pickle. "Tempur Sealy International (B)." Harvard Business School Supplement 718-423, September 2017. (Revised June 2021.)
      • September 2017 (Revised June 2021)
      • Supplement

      Tempur Sealy International (C)

      By: Benjamin C. Esty and Lauren G. Pickle
      Analyzes the commercial relationship between Tempur Sealy and Mattress Firm following the events discussed in the (B) case. View Details
      Keywords: Porter's 5 Forces; Bargaining Power; Buyer Power; Customer Power; Supplier Power; Negotiations; Value Capture; Consumer Durables; Consumer Discretionary; Mattresses; B-2-B; Industry Dynamics; Compensation; Corporate Strategy; Business Strategy; Value Creation; Competition; Cooperation; Private Equity; Distribution; Negotiation; Industry Structures; Leadership; Customers; Relationships; Manufacturing Industry; Manufacturing Industry; United States; South Africa
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      Esty, Benjamin C., and Lauren G. Pickle. "Tempur Sealy International (C)." Harvard Business School Supplement 718-424, September 2017. (Revised June 2021.)
      • September 2017 (Revised March 2023)
      • Background Note

      Production Processes

      By: Willy Shih and Michael W. Toffel
      This note describes four broad categories of process architectures and then examines the nature of task assignment that typically would be found in a factory organized along the lines of each process type. It then delves more deeply into work flow policies, materials... View Details
      Keywords: Production Management; Production Planning; Production Scheduling; Process Analysis; Process Maps; Processing Times; Process Improvement; Production; Management; Product; Manufacturing Industry; Manufacturing Industry
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      Shih, Willy, and Michael W. Toffel. "Production Processes." Harvard Business School Background Note 618-023, September 2017. (Revised March 2023.)
      • August 2017
      • Case

      Data-driven Manufacturing: The Kutesmart System

      By: Willy Shih and Nancy Hua Dai
      The data-driven manufacturing system at this Chinese bespoke mens' suit manufacturer illustrates the use of information technology to support mass customization in a largely manual production environment. It contrasts sharply with some of the Industrie 4.0... View Details
      Keywords: Manufacturing; Garment Manufacturing; Mass Customization; Data-driven Management; Data-driven Manufacturing; Operations; Production; Product; Customization and Personalization; Manufacturing Industry; Manufacturing Industry; China
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      Shih, Willy, and Nancy Hua Dai. "Data-driven Manufacturing: The Kutesmart System." Harvard Business School Case 618-005, August 2017.
      • August 2017 (Revised September 2018)
      • Case

      Accounting Turbulence at Boeing

      By: Jonas Heese, Suraj Srinivasan, David Lane and James Barnett
      Unlike its rival Airbus, Boeing had used a practice called program accounting to record its commercial aircraft expenses since the 1980s. Program accounting allowed Boeing to expense estimated average costs instead of the actual production costs of an aircraft. This... View Details
      Keywords: Asset Recognition; Program Accounting; Airline Industry; Accounting; Production; Cost; Air Transportation Industry
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      Heese, Jonas, Suraj Srinivasan, David Lane, and James Barnett. "Accounting Turbulence at Boeing." Harvard Business School Case 118-020, August 2017. (Revised September 2018.)
      • August 2017 (Revised January 2020)
      • Case

      Berkshire Partners: Party City

      By: Victoria Ivashina and Jeffrey Boyar
      In 2005, Berkshire Partners, a Boston-based private equity firm specializing in growth equity, was one year into their ownership of Amscan, the market leader of designed, manufactured, and distributed decorated party goods and accessories. However, Amscan's primary... View Details
      Keywords: Turnaround; Fundraising; Cross-fund Investment; Private Equity; Vertical Integration; Governance; Valuation; Manufacturing Industry; Manufacturing Industry; United States
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      Ivashina, Victoria, and Jeffrey Boyar. "Berkshire Partners: Party City." Harvard Business School Case 218-028, August 2017. (Revised January 2020.)
      • August 2017 (Revised July 2019)
      • Case

      GROW: Using Artificial Intelligence to Screen Human Intelligence

      By: Ethan Bernstein, Paul McKinnon and Paul Yarabe
      Over 10% of all 2017 university graduates in Japan used GROW, an artificial intelligence platform and mobile app developed by Tokyo-based people analytics startup IGS, to recruit for a job. This case puts participants in the shoes of IGS founder and CEO Masahiro... View Details
      Keywords: Big Data; Artificial Intelligence; Talent and Talent Management; Recruitment; Selection and Staffing; Human Resources; Information Technology; AI and Machine Learning; Analytics and Data Science; Manufacturing Industry; Manufacturing Industry; Manufacturing Industry; Manufacturing Industry; Manufacturing Industry; Japan
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      Bernstein, Ethan, Paul McKinnon, and Paul Yarabe. "GROW: Using Artificial Intelligence to Screen Human Intelligence." Harvard Business School Case 418-020, August 2017. (Revised July 2019.)
      • August 2017 (Revised May 2019)
      • Case

      Hilti (A): Fleet Management?

      By: Ramon Casadesus-Masanell, Oliver Gassmann and Roman Sauer
      This case explores the strategic decision-making process of premium power tools manufacturer Hilti in 1999, when the company was considering implementing a fleet management system in the construction industry. Fleet management would involve a shift from selling power... View Details
      Keywords: Hilti; Business Model Innovation; BMI; Fleet Management; Decision-making; Implementation; Power Tools Industry; Business Model; Restructuring; Transformation; Transition; Customer Value and Value Chain; Customer Focus and Relationships; Construction; Innovation and Invention; Leasing; Strategy; Decision Making; Construction Industry; Switzerland; Liechtenstein; Germany; Austria; Europe; United States; Asia; Brazil; China; Latin America; North America; Africa; Japan; Hong Kong
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      Casadesus-Masanell, Ramon, Oliver Gassmann, and Roman Sauer. "Hilti (A): Fleet Management?" Harvard Business School Case 718-419, August 2017. (Revised May 2019.)
      • August 2017
      • Supplement

      PTC: A Transformation to IoT (B)

      By: Rajiv Lal and Sarah McAra
      In 2013, manufacturing software company PTC Inc. entered the Internet of Things (IoT) market under the leadership of CEO Jim Heppelmann, but the company’s culture was not fully aligned with the new strategic direction. Historically, PTC's culture was defined by... View Details
      Keywords: Internet Of Things; Corporate Culture; Human Resources
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      Lal, Rajiv, and Sarah McAra. "PTC: A Transformation to IoT (B)." Harvard Business School Supplement 518-021, August 2017.
      • 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; Manufacturing 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.)
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