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      Industrial AnalysisRemove Industrial Analysis →

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      • February 2018 (Revised March 2019)
      • Case

      Sandlands Vineyards

      By: Benjamin C. Esty and Gregory Saldutte
      Approximately 80% of the wineries in the U.S. break even or lose money. An even greater percentage lose money on an economic basis (i.e., after a charge for the cost of equity). Tegan Passalacqua is a successful, young, Californian winemaker who specializes in making... View Details
      Keywords: Wine; Winery; Vineyard; Market Attractiveness; Porter's 5 Forces; Capital Investment; Industry Attractiveness; Performance Analysis; Agriculture; Entrepreneurship; Business Strategy; Competitive Strategy; Competitive Advantage; Vertical Integration; Segmentation; Food; Supply Chain; Industry Structures; Five Forces Framework; Retail Industry; Retail Industry; United States; California; Napa Valley
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      Esty, Benjamin C., and Gregory Saldutte. "Sandlands Vineyards." Harvard Business School Case 718-438, February 2018. (Revised March 2019.)
      • January 2018 (Revised October 2021)
      • Case

      Walmart Inc. takes on Amazon.com

      By: David Collis, Andy Wu, Rembrand Koning and Huaiyi CiCi Sun
      This case explores how Walmart should compete with Amazon. View Details
      Keywords: Competitive Analysis; Strategy; Competition; Competitive Strategy; Retail Industry
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      Collis, David, Andy Wu, Rembrand Koning, and Huaiyi CiCi Sun. "Walmart Inc. takes on Amazon.com." Harvard Business School Case 718-481, January 2018. (Revised October 2021.)
      • Article

      Capturing Value from Intellectual Property (IP) in a Global Environment

      By: Juan Alcácer, Karin Beukel and Bruno Cassiman
      Globalization should provide firms with an opportunity to leverage their know-how and reputation across countries to create value. However, it remains challenging for them to actually capture that value using traditional Intellectual Property (IP) tools. In this paper,... View Details
      Keywords: Appropriation Strategy; Counterfeit; Intellectual Property Rights; Litigation; Value Capturing; Intellectual Property; Rights; Value; Lawsuits and Litigation; Global Range; Situation or Environment
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      Alcácer, Juan, Karin Beukel, and Bruno Cassiman. "Capturing Value from Intellectual Property (IP) in a Global Environment." Special Issue on Geography, Location, and Strategy. Advances in Strategic Management 36 (2017): 163–228.
      • October 2017 (Revised November 2017)
      • Case

      NYC311

      By: Constantine E. Kontokosta, Mitchell Weiss, Christine Snively and Sarah Gulick
      Joe Morrisroe, executive director for NYC311, had some gut instincts but no definitive answer to the question he was just asked by one of the mayor’s deputies: “Are some communities being underserved by 311? How do we know we are hearing from the right people?” Founded... View Details
      Keywords: New York City; NYC; 311; NYC311; Big Data; Equal Access; Bias; Data Analysis; Public Entrepreneurship; Urban Informatics; Predictive Analytics; Chief Data Officer; Data Analytics; Cities; City Leadership; Analytics and Data Science; Analysis; Prejudice and Bias; Entrepreneurship; Public Sector; City; Public Administration Industry; New York (city, NY)
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      Kontokosta, Constantine E., Mitchell Weiss, Christine Snively, and Sarah Gulick. "NYC311." Harvard Business School Case 818-056, October 2017. (Revised 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.)
      • 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; Consumer Products Industry; Consumer Products 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 (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; Consumer Products 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 August 2018)
      • Case

      The Oakland Athletics: Strategy & Metrics for a Budget

      By: Srikant M. Datar and Caitlin N. Bowler
      This case considers Oakland Athletics General Manager Billy Beane’s data driven and, in baseball circles unconventional, approach to winning games over the duration of the long Major League Baseball season. Beane’s critical approach to crafting strategy within his... View Details
      Keywords: Data Analysis; Metrics; Data Science; Analytics and Data Science; Analysis; Measurement and Metrics; Competitive Strategy; Organizational Culture; Sports Industry
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      Datar, Srikant M., and Caitlin N. Bowler. "The Oakland Athletics: Strategy & Metrics for a Budget." Harvard Business School Case 118-010, August 2017. (Revised August 2018.)
      • July 2017
      • Case

      Centerbridge Partners and Great Wolf Resorts: Buying from a Highly Regarded Competitor

      By: Josh Lerner, John D. Dionne and Amram Migdal
      The case examines the March 2015 Centerbridge Partners investment decision regarding whether to acquire Great Wolf Resorts, a North American family-oriented indoor water parks and hotel operator, from a private equity (PE) competitor, Apollo Global Management. The case... View Details
      Keywords: Private Equity Financing; Commercial Mortgage Backed Securities; CMBS; Secondary Buyouts; Business Ventures; Acquisition; Finance; Borrowing and Debt; Cost; Cost of Capital; Equity; Private Equity; Financial Instruments; Debt Securities; Accommodations Industry; Accommodations Industry; Accommodations Industry; North and Central America; United States
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      Lerner, Josh, John D. Dionne, and Amram Migdal. "Centerbridge Partners and Great Wolf Resorts: Buying from a Highly Regarded Competitor." Harvard Business School Case 818-023, July 2017.
      • 2017
      • Article

      High-Skilled Migration and Agglomeration

      By: Sari Pekkala Kerr, William R. Kerr, Çağlar Özden and Christopher Parsons
      This paper reviews recent research regarding high-skilled migration. We adopt a data-driven perspective, bringing together and describing several ongoing research streams that range from the construction of global migration databases, to the legal codification of... View Details
      Keywords: Migration; Talent; Diaspora; Agglomeration; Diasporas; Industry Clusters; Talent and Talent Management; Immigration
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      Kerr, Sari Pekkala, William R. Kerr, Çağlar Özden, and Christopher Parsons. "High-Skilled Migration and Agglomeration." Annual Review of Economics 9 (2017): 201–234.
      • June 2017
      • Case

      AT&T Versus Verizon: A Financial Comparison

      By: V.G. Narayanan and Joel L. Heilprin
      This case asks students to prepare a report comparing the financial and operating performance of AT&T and Verizon. Taking the perspective of a communications industry analyst, they must also consider the differences between and implications of the companies' business... View Details
      Keywords: Financial Statements; Operations; Analysis; Business Model; Accounting; Performance Effectiveness; Telecommunications Industry
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      Narayanan, V.G., and Joel L. Heilprin. "AT&T Versus Verizon: A Financial Comparison." Harvard Business School Brief Case 917-543, June 2017.
      • June 2017
      • Teaching Note

      Project Sun Devil and Project Paris

      By: Nori Gerardo Lietz and Alexander W. Schultz
      Tony Lee is preparing to present a project to the investment committee of Howard Street Capital. He will be recommending an investment in Project Sun Devil, a high-quality 225-unit student housing rental property near Tempe, Arizona. Tony Lee will compete for capital... View Details
      Keywords: General Management; Financial Analysis; Return On Assets; Accounting; Performance Measurement; Financial Ratios; Return On Equity; Financial Statements; Profitability Analysis; Portfolio Investment; Portfolio Management; Real Estate; Property; Investment Portfolio; Investment Return; Analysis; Real Estate Industry; United States
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      Lietz, Nori Gerardo, and Alexander W. Schultz. "Project Sun Devil and Project Paris." Harvard Business School Teaching Note 217-086, June 2017.
      • Article

      Does the Scope of the Sell-Side Analyst Industry Matter? An Examination of Bias, Accuracy, and Information Content of Analyst Reports

      By: Kenneth Merkley, Roni Michaely and Joseph Pacelli
      We examine changes in the scope of the sell-side analyst industry and whether these changes impact information dissemination and the quality of analysts’ reports. Our findings suggest that changes in the number of analysts covering an industry impact analyst... View Details
      Keywords: Analyst Industry; Sell-side Analysts; Analyst Reports; Finance; Analysis; Information; Reports; Quality; Financial Services Industry
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      Merkley, Kenneth, Roni Michaely, and Joseph Pacelli. "Does the Scope of the Sell-Side Analyst Industry Matter? An Examination of Bias, Accuracy, and Information Content of Analyst Reports." Journal of Finance 72, no. 3 (June 2017): 1285–1334.
      • May 2017
      • Case

      CNS Worldwide

      By: Robert J. Dolan and Karthik Easwar
      CNS Worldwide has long been the market share leader in the IaaS cloud server market, yet it has remained unprofitable for years. Industry capacity utilization is low, and prices have declined over 70% over the last decade. CNS is considering withdrawing from the market... View Details
      Keywords: Price; Marketing; Performance Capacity; Bids and Bidding; Analysis; Web Services Industry
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      Dolan, Robert J., and Karthik Easwar. "CNS Worldwide." Harvard Business School Brief Case 917-531, May 2017.
      • 2018
      • Working Paper

      How Scheduling Can Bias Quality Assessment: Evidence from Food Safety Inspections

      By: Maria Ibanez and Michael W. Toffel
      Many production processes are subject to inspection to ensure they meet quality, safety, and environmental standards imposed by companies and regulators. Inspection accuracy is critical to inspections being a useful input to assessing risks, allocating quality... View Details
      Keywords: Assessment; Bias; Inspection; Scheduling; Econometric Analysis; Empirical Research; Regulation; Health; Food; Safety; Quality; Performance Consistency; Performance Evaluation; Food and Beverage Industry; Food and Beverage Industry
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      Ibanez, Maria, and Michael W. Toffel. "How Scheduling Can Bias Quality Assessment: Evidence from Food Safety Inspections." Harvard Business School Working Paper, No. 17-090, April 2017. (Revised October 2018. Formerly titled "Assessing the Quality of Quality Assessment: The Role of Scheduling". Featured in Forbes, Food Safety Magazine, and Food Safety News.)
      • April 2017
      • Article

      Private Equity and Industry Performance

      By: Shai Bernstein, Josh Lerner, Morten Sorensen and Per Stromberg
      The growth of the private equity industry has spurred concerns about its potential impact on the economy more generally. This analysis looks across nations and industries to assess the impact of private equity on industry performance. Industries where PE funds have... View Details
      Keywords: Private Equity; Markets; Entrepreneurship; Performance; Economy
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      Bernstein, Shai, Josh Lerner, Morten Sorensen, and Per Stromberg. "Private Equity and Industry Performance." Management Science 63, no. 4 (April 2017): 1198–1213.
      • February 2017 (Revised August 2018)
      • Case

      Sarah Powers at Automated Precision Products

      By: Jeffrey T. Polzer, Michael Norris, Julia Kelley and Kristina Tobio
      In 2017, Sarah Powers, VP of Sales at an automation hardware firm, is trying to understand why some members of her sales team have been underperforming. She is tasked with analyzing her firm’s email and calendar data to try to find relationships between communications... View Details
      Keywords: People Analytics; Sales Attainment; Communication Networks; Data; Human Resources; Business Processes; Sales; Communication; Analytics and Data Science; Analysis; Industrial Products Industry; Industrial Products Industry; United States
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      Polzer, Jeffrey T., Michael Norris, Julia Kelley, and Kristina Tobio. "Sarah Powers at Automated Precision Products." Harvard Business School Case 417-072, February 2017. (Revised August 2018.)
      • February 2017
      • Case

      Yemeksepeti: Growing and Expanding the Business Model through Data

      By: William R. Kerr, Gamze Yucaoglu and Eren Kuzucu
      In October 2016, Nevzat Aydin, co-founder and CEO of Yemeksepeti, the Turkish online food-ordering company, was looking over the company's quarterly results and projections for the upcoming year with his management team. It had been almost a year and a half since Aydin... View Details
      Keywords: Entrepreneurial Management; Entrepreneurial Ventures; Turkey; Big Data; Customer Focused Organization; Service Management; Continuous Improvement; Data Analysis; Internet; Growth Strategy; Technological Change; Information Systems; Entrepreneurship; Corporate Strategy; Analytics and Data Science; Analysis; Customer Focus and Relationships; Emerging Markets; Service Operations; Competitive Advantage; Performance Improvement; Internet and the Web; Growth and Development Strategy; Information Technology; Value Creation; Food and Beverage Industry; Turkey
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      Kerr, William R., Gamze Yucaoglu, and Eren Kuzucu. "Yemeksepeti: Growing and Expanding the Business Model through Data." Harvard Business School Case 817-095, February 2017.
      • January 2017
      • Supplement

      Terrapin Laboratory: Exercise

      By: Joseph B. Fuller and Christopher Payton
      In this exercise, we examine the capital requirements of Terrapin Laboratory as they contemplate entering into a new market segment. The company is faced with two potential financing options which have different effects on the ownership structure of the company.... View Details
      Keywords: Business Growth; Entrepreneurial Management; Growth Strategy; Market Entry; Venture Capital; Market Entry and Exit; Entrepreneurship; Health Testing and Trials; Growth and Development Strategy; Pharmaceutical Industry
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      Fuller, Joseph B., and Christopher Payton. "Terrapin Laboratory: Exercise." Harvard Business School Spreadsheet Supplement 317-704, January 2017.
      • November 2016 (Revised April 2018)
      • Case

      Darby's Investment in Sirma: Professionalizing an Entrepreneurial Firm

      By: Suraj Srinivasan and Eren Kuzucu
      In March 2010, Burak Dalgın (HBS MBA 2004) led private equity firm Darby's investment in Sırma, a local Turkish water and beverage company. Sırma was owned and managed by members of two Turkish business families. The existing management, while being highly... View Details
      Keywords: Control Systems; Variance Analysis; Emerging Markets; Debt; Family Ownership; Turkey; Valuation; Business or Company Management; Private Equity; Financial Reporting; Investment; Budgets and Budgeting; Food and Beverage Industry; Turkey
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      Srinivasan, Suraj, and Eren Kuzucu. "Darby's Investment in Sirma: Professionalizing an Entrepreneurial Firm." Harvard Business School Case 117-033, November 2016. (Revised April 2018.)
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