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      • December 2017 (Revised April 2018)
      • Case

      Area One Farms

      By: Forest Reinhardt, Jose B. Alvarez and Annelena Lobb
      In 2017, Joelle Faulkner, CEO of Area One Farms, a Canadian private-equity fund focused on investing in the best Canadian farms and helping them expand, considered the merits and disadvantages of expanding her business to the U.S. While the markets shared some... View Details
      Keywords: Expansion; Decision Choices and Conditions; Private Equity; Canada; United States
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      Reinhardt, Forest, Jose B. Alvarez, and Annelena Lobb. "Area One Farms." Harvard Business School Case 518-069, December 2017. (Revised April 2018.)
      • December 2017 (Revised January 2022)
      • Supplement

      Bega Cheese: Bidding to Bring Vegemite Back Home

      By: Benjamin C. Esty and Lauren G. Pickle
      In January 2017, the leadership team of Bega Cheese—the Australian dairy company—was considering a bid for Mondelēz International’s Australia and New Zealand (ANZ) grocery business which included several leading consumer brands including Vegemite, the iconic Australian... View Details
      Keywords: Mergers & Acquisitions; Value Drivers; Discounted Cash Flow (DCF); Dairy Industry; Corporate Scope; Consumer Goods; Iconic Brands; Bidding Strategy; Cross Border; Financing; Mergers and Acquisitions; Valuation; Value Creation; Business Divisions; Capital Structure; Food; Bids and Bidding; Diversification; Brands and Branding; Corporate Finance; Consumer Products Industry; Food and Beverage Industry; Australia; United States
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      Esty, Benjamin C., and Lauren G. Pickle. "Bega Cheese: Bidding to Bring Vegemite Back Home." Harvard Business School Spreadsheet Supplement 218-713, December 2017. (Revised January 2022.)
      • December 2017
      • Supplement

      Bega Cheese: Bidding to Bring Vegemite Back Home

      By: Benjamin C. Esty and Lauren G. Pickle
      In January 2017, the leadership team of Bega Cheese—the Australian dairy company—was considering a bid for Mondelēz International’s Australia and New Zealand (ANZ) grocery business which included several leading consumer brands (Vegemite—the iconic Australian spread,... View Details
      Keywords: Mergers & Acquisitions; Value Drivers; Discounted Cash Flow (DCF); Dairy Industry; Corporate Scope; Diversification; Consumer Goods; Iconic Brands; Australia; Corporate Finance; Bidding Strategy; Cross Border; Mergers and Acquisitions; Valuation; Value Creation; Business Divisions; Capital Structure; Food; Bids and Bidding; Retail Industry; Consumer Products Industry; Food and Beverage Industry; Australia; United States
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      Esty, Benjamin C., and Lauren G. Pickle. "Bega Cheese: Bidding to Bring Vegemite Back Home." Harvard Business School Spreadsheet Supplement 218-701, December 2017.
      • December 2017 (Revised February 2021)
      • Case

      Bega Cheese: Bidding to Bring Vegemite Back Home

      By: Benjamin C. Esty and Lauren G. Pickle
      In January 2017, the leadership team of Bega Cheese—the Australian dairy company—was considering a bid for Mondelēz International’s Australia and New Zealand (ANZ) grocery business, which included several leading consumer brands such as Vegemite, the iconic Australian... View Details
      Keywords: Mergers & Acquisitions; Value Drivers; Discounted Cash Flow (DCF); Dairy Industry; Corporate Scope; Consumer Goods; Iconic Brands; Bidding Strategy; Cross Border; Financing; Mergers and Acquisitions; Valuation; Value Creation; Diversification; Business Divisions; Corporate Finance; Capital Structure; Food; Bids and Bidding; Consumer Products Industry; Food and Beverage Industry; Australia; United States
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      Esty, Benjamin C., and Lauren G. Pickle. "Bega Cheese: Bidding to Bring Vegemite Back Home." Harvard Business School Case 218-001, December 2017. (Revised February 2021.)
      • Article

      Scenario Generation for Long Run Interest Rate Risk Assessment

      By: Robert F. Engle, Guillaume Roussellet and Emil N. Siriwardane
      We propose a statistical model of the term structure of U.S. treasury yields tailored for long-term probability-based scenario generation and forecasts. Our model is easy to estimate and is able to simultaneously reproduce the positivity, persistence, and factor... View Details
      Keywords: Forecasting; Stress Testing; Interest Rates; Forecasting and Prediction; Risk Management; United States
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      Engle, Robert F., Guillaume Roussellet, and Emil N. Siriwardane. "Scenario Generation for Long Run Interest Rate Risk Assessment." Special Issue on Theoretical and Financial Econometrics: Essays in Honor of C. Gourieroux. Journal of Econometrics 201, no. 2 (December 2017): 333–347.
      • November 2017 (Revised June 2019)
      • Case

      Measuring True Value at Ambuja Cement

      By: V. Kasturi Rangan, Suraj Srinivasan and Namrata Arora
      The case discusses the measurement of social and environmental impact at Ambuja Cements, one of India’s leading cement companies. Ambuja is a leader in CSR activities and is attempting to quantify its impact, both positive and negative, using the “True Value” framework... View Details
      Keywords: Corporate Social Responsibility and Impact; Environmental Sustainability; Value; Measurement and Metrics; Framework; Cost vs Benefits
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      Rangan, V. Kasturi, Suraj Srinivasan, and Namrata Arora. "Measuring True Value at Ambuja Cement." Harvard Business School Case 518-063, November 2017. (Revised June 2019.)
      • November 2017 (Revised July 2018)
      • Case

      Royal Philips: Designing Toward Profound Change

      By: Srikant M. Datar, Rajiv Lal and Caitlin N. Bowler
      This case explores Royal Philips CEO Frans van Houten's bold use of design research to inform a critical strategic decision: Should Philips leave its storied lighting business behind in favor of complete focus on health technology and consumer lifestyle products?... View Details
      Keywords: Design Research; Health Technology; Innovation; Design; Research; Decision Choices and Conditions; Strategy; Organizational Change and Adaptation; Transformation
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      Datar, Srikant M., Rajiv Lal, and Caitlin N. Bowler. "Royal Philips: Designing Toward Profound Change." Harvard Business School Case 118-017, November 2017. (Revised July 2018.)
      • November 2017
      • Teaching Note

      Predicting Consumer Tastes with Big Data at Gap

      By: Ayelet Israeli and Jill Avery
      CEO Art Peck was eliminating his creative directors for The Gap, Old Navy, and Banana Republic brands and promoting a collective creative ecosystem fueled by the input of big data. Rather than relying on artistic vision, Peck wanted the company to use the mining of big... View Details
      Keywords: Brands; Brand & Product Management; Big Data; "Marketing Analytics"; Consumer Behavior; Predictive Analytics; Forecasting; Preferences; Operation Management; Distribution Channels; Marketing; Marketing Channels; Marketing Strategy; Brands and Branding; Forecasting and Prediction; Data and Data Sets; Retail Industry; Fashion Industry; Apparel and Accessories Industry; United States; North America
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      Israeli, Ayelet, and Jill Avery. "Predicting Consumer Tastes with Big Data at Gap." Harvard Business School Teaching Note 518-053, November 2017.
      • November 2017 (Revised July 2019)
      • Case

      Project Moab at Hulu

      By: C. Fritz Foley and James Weber
      In 2015, Elaine Paul, CFO of Hulu, and the rest of the senior leadership team, must decide if they should offer a new, advertisement-free subscription service. At the time Hulu distributed a wide variety of content including in season current programing and earned... View Details
      Keywords: Video On Demand; Subscriber Models; Media; Business Model; Decision Choices and Conditions; Media and Broadcasting Industry; Entertainment and Recreation Industry; United States
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      Foley, C. Fritz, and James Weber. "Project Moab at Hulu." Harvard Business School Case 218-050, November 2017. (Revised July 2019.)
      • November 2017
      • Supplement

      Merging American Airlines and US Airways (B)

      By: David G. Fubini, David A. Garvin and Carin-Isabel Knoop
      Exhibit to Merging American Airlines and US Airways (A) case. In February 2013, US Airways announced that it would merge with American Airlines to create the world’s largest airline. Doug Parker, the CEO of US Airways, would become CEO of the new American Airlines... View Details
      Keywords: Airlines; Merger; Takeover; Integration Strategy; Merger Integration; Mergers and Acquisitions; Decision Making; Governance; Management Teams; Operations; Organizational Culture; Air Transportation Industry; United States
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      Fubini, David G., David A. Garvin, and Carin-Isabel Knoop. "Merging American Airlines and US Airways (B)." Harvard Business School Supplement 418-036, November 2017.
      • November–December 2017
      • Article

      Match Your Own Price? Self-Matching as a Retailer's Multichannel Pricing Strategy

      By: Pavel Kireyev, Vineet Kumar and Elie Ofek
      Multichannel retailing has created several new strategic choices for retailers. With respect to pricing, an important decision is whether to offer a “self-matching policy,” which allows a multichannel retailer to offer the lowest of its online and store prices to... View Details
      Keywords: Price Self-matching; Multichannel Retailing; Pricing Strategy; Online Shopping; Omnichannel; Price Discrimination; Price; Strategy; Competitive Strategy
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      Kireyev, Pavel, Vineet Kumar, and Elie Ofek. "Match Your Own Price? Self-Matching as a Retailer's Multichannel Pricing Strategy." Marketing Science 36, no. 6 (November–December 2017): 908–930.
      • 2017
      • Report

      The American Angel: The First In-Depth Report on the Demographics and Investing Activity of Individual American Angel Investors

      By: Laura Huang, Andy Wu, Min Ju Lee, Jiayi Bao, Marianne Hudson and Elaine Bolle
      Early-stage financing from angel investors is critical to the success of high-growth startups. Recent estimates suggest that annual US angel investment activity may total as much as $24 billion each year, contributing to the growth and success of more than 64,000... View Details
      Keywords: Angel Investors; Geography; Risk; Entrepreneurship; Venture Capital; Demographics; Geographic Location; Decision Making; Financial Services Industry; Technology Industry; United States
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      Huang, Laura, Andy Wu, Min Ju Lee, Jiayi Bao, Marianne Hudson, and Elaine Bolle. "The American Angel: The First In-Depth Report on the Demographics and Investing Activity of Individual American Angel Investors." Report, Overland Park, KS, November 2017.
      • Article

      Research: The Rise of Partisan Media Changed How Companies Make Decisions

      By: Jonas Heese and Vishal P. Baloria
      Keywords: Public Relations
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      Heese, Jonas, and Vishal P. Baloria. "Research: The Rise of Partisan Media Changed How Companies Make Decisions." Harvard Business Review (website) (October 31, 2017).
      • October 2017
      • Case

      Shift Technologies, Inc.

      By: Thomas Eisenmann and Nicole Tempest Keller
      In 2017, management at Shift, an online marketplace that uses a “high touch,” concierge approach to buy and sell used cars, was formulating plans for the San Francisco–based startup’s next phase of expansion. One option was to preserve Shift’s current business model... View Details
      Keywords: Entrepreneurship; Market Design; Multi-Sided Platforms; Marketplace Matching; Growth and Development Strategy; Decision Choices and Conditions; Auto Industry; Retail Industry; United States
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      Eisenmann, Thomas, and Nicole Tempest Keller. "Shift Technologies, Inc." Harvard Business School Case 818-002, October 2017.
      • October 2017 (Revised September 2022)
      • Teaching Note

      Fuyao Glass America: Sourcing Decision

      By: Willy Shih
      This case is about globalization: a Chinese company has decided to locate a production facility close to its customers in the U.S., but a recent contract bid means it will lose money, at least initially, by supplying product from that factory. The purpose of this case... View Details
      Keywords: Supply Chains; Labor Market; Labor Supply; Arbitrage; Tradable Sector; Supply Chain Management; Supply Chain; Labor; Globalization; Globalized Markets and Industries; Geographic Location; Auto Industry; United States; China
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      Shih, Willy. "Fuyao Glass America: Sourcing Decision." Harvard Business School Teaching Note 618-032, October 2017. (Revised September 2022.)
      • 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.)
      • Article

      Pseudo-Set Framing

      By: Kate Barasz, Leslie John, Elizabeth A. Keenan and Michael I. Norton
      Pseudo-set framing—arbitrarily grouping items or tasks together as part of an apparent “set”—motivates people to reach perceived completion points. Pseudo-set framing changes gambling choices (Study 1), effort (Studies 2 and 3), giving behavior (Field Data and Study... View Details
      Keywords: Framing Effects; Gestalt Psychology; Judgment; Judgments; Decision Making; Perception; Behavior
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      Barasz, Kate, Leslie John, Elizabeth A. Keenan, and Michael I. Norton. "Pseudo-Set Framing." Journal of Experimental Psychology: General 146, no. 10 (October 2017): 1460–1477.
      • 2017
      • Working Paper

      Voter Mobilization and Trust in Electoral Institutions: Evidence from Kenya

      By: Benjamin Marx, Vincent Pons and Tavneet Suri
      Voter mobilization campaigns face trade-offs in young democracies. In a large-scale experiment implemented in 2013 with the Kenyan Electoral Commission (IEBC), text messages intended to mobilize voters boosted participation but also decreased trust in electoral... View Details
      Keywords: Political Participation; Electoral Institutions; Field Experiment; Voting; Political Elections; Behavior; Trust; Kenya
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      Marx, Benjamin, Vincent Pons, and Tavneet Suri. "Voter Mobilization and Trust in Electoral Institutions: Evidence from Kenya." Working Paper. (Economic Journal 131, no. 638 (August 2021): 2585-2612.)
      • September 2017 (Revised February 2023)
      • Case

      Intermountain Healthcare: Pursuing Precision Medicine

      By: Richard G. Hamermesh, Kathy E. Giusti, Robert S. Huckman and Julia Kelley
      Headquartered in Salt Lake City, Intermountain Healthcare operates 23 hospitals and hundreds of clinics in Utah and Idaho and provides insurance to approximately 850,000 patients through its insurance arm, SelectHealth. In 2013, Intermountain, known for its commitment... View Details
      Keywords: Precision Medicine; Healthcare; Innovation; Cancer; Cancer Research; Health Care; Technology; Health Care and Treatment; Innovation Leadership; Disruptive Innovation; Entrepreneurship; Decision Choices and Conditions; Health Industry; Insurance Industry; Utah; United States; North America
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      Hamermesh, Richard G., Kathy E. Giusti, Robert S. Huckman, and Julia Kelley. "Intermountain Healthcare: Pursuing Precision Medicine." Harvard Business School Case 818-018, September 2017. (Revised February 2023.)
      • September 2017 (Revised July 2021)
      • Case

      Asset Allocation at the Cook County Pension Fund

      By: Emil Siriwardane, Juliane Begenau and Yuval Gonczarowski
      Nickol Hackett, chief investment officer of the Cook County Pension Fund, is responsible for investing the fund’s $9 billion worth of assets on behalf of the employees of Cook County, Illinois. Like many other defined-benefit pensions at the time, the Cook County... View Details
      Keywords: Asset Management; Investment Funds; Financial Strategy; Decision Choices and Conditions
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      Siriwardane, Emil, Juliane Begenau, and Yuval Gonczarowski. "Asset Allocation at the Cook County Pension Fund." Harvard Business School Case 218-030, September 2017. (Revised July 2021.)
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