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      • July 2013 (Revised July 2013)
      • Case

      Powerchip Semiconductor Corporation

      By: Willy Shih and Chen-Fu Chien
      Powerchip Semiconductor Corporation has a horizontal firm structure in an industry that is predominantly organized vertically. While it has been successful in up markets, in the current down market its strategic rationale was being tested. As a capital-intensive... View Details
      Keywords: Industry Structures; Organizational Structure; Partners and Partnerships; Competition; Horizontal Integration; Vertical Integration; Semiconductor Industry; Taiwan
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      Shih, Willy, and Chen-Fu Chien. "Powerchip Semiconductor Corporation." Harvard Business School Case 609-063, July 2013. (Revised July 2013.)
      • July–August 2013
      • Article

      A Joint Model of Usage and Churn in Contractual Settings

      By: Eva Ascarza and Bruce G.S. Hardie
      As firms become more customer-centric, concepts such as customer equity come to the fore. Any serious attempt to quantify customer equity requires modeling techniques that can provide accurate multiperiod forecasts of customer behavior. Although a number of researchers... View Details
      Keywords: Churn; Retention; Contractual Settings; Access Services; Hidden Markov Models; RFM; Latent Variable Models; Customer Value and Value Chain; Consumer Behavior
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      Ascarza, Eva, and Bruce G.S. Hardie. "A Joint Model of Usage and Churn in Contractual Settings." Marketing Science 32, no. 4 (July–August 2013): 570–590.
      • Article

      Fast Generalized Subset Scan for Anomalous Pattern Detection

      By: Edward McFowland III, Skyler Speakman and Daniel B. Neill
      We propose Fast Generalized Subset Scan (FGSS), a new method for detecting anomalous patterns in general categorical data sets. We frame the pattern detection problem as a search over subsets of data records and attributes, maximizing a nonparametric scan statistic... View Details
      Keywords: Pattern Detection; Anomaly Detection; Knowledge Discovery; Bayesian Networks; Scan Statistics; Analytics and Data Science
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      McFowland III, Edward, Skyler Speakman, and Daniel B. Neill. "Fast Generalized Subset Scan for Anomalous Pattern Detection." Art. 12. Journal of Machine Learning Research 14 (2013): 1533–1561.
      • June 2013
      • Background Note

      Venture Philanthropy: Its Evolution and Its Future

      By: Allen Grossman, Sarah Appleby and Caitlin Reimers
      This note explores the current state of venture philanthropy in the U.S. and its future. Based on interviews with 28 practitioners in the field of philanthropy and a review of the literature since the publication of the article introducing the concept of venture... View Details
      Keywords: Philanthropy; Nonprofit; Social Institutions; Nonprofit Organizations; Social Entrepreneurship; Civil Society or Community; Philanthropy and Charitable Giving; United States
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      Grossman, Allen, Sarah Appleby, and Caitlin Reimers. "Venture Philanthropy: Its Evolution and Its Future." Harvard Business School Background Note 313-111, June 2013.
      • Summer 2013
      • Response

      How Caesars Entertainment Is Betting on Sustainability: Response

      By: Michael W. Toffel
      One of the largest gaming companies in the world expanded its sustainability efforts using a scorecard to guide and goad managers. This response assesses Caesars Entertainment's CodeGreen scorecard, advocates a more comprehensive environmental assessment to target... View Details
      Keywords: Games, Gaming, and Gambling; Entertainment; Energy; Energy Conservation; Buildings and Facilities; Goals and Objectives; Corporate Social Responsibility and Impact; Performance Evaluation; Entertainment and Recreation Industry
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      Toffel, Michael W. "How Caesars Entertainment Is Betting on Sustainability: Response." MIT Sloan Management Review 54, no. 4 (Summer 2013): 72–73.
      • September 21, 2013
      • Other Article

      Redefining Global Health-care Delivery

      By: Jim Yong Kim, Paul E. Farmer and Michael E. Porter
      Initiatives to address the unmet needs of those facing both poverty and serious illness have expanded significantly over the past decade. But many of them are designed in an ad-hoc manner to address one health problem among many; they are too rarely assessed; best... View Details
      Keywords: Health
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      Kim, Jim Yong, Paul E. Farmer, and Michael E. Porter. "Redefining Global Health-care Delivery." Lancet 382, no. 9897 (September 21, 2013).
      • February 2013
      • Case

      New Enterprise Associates

      By: Felda Hardymon and Tom Nicholas
      NEA was established in 1977 and it subsequently morphed into one of the largest venture capital firms in the world. Despite its size and significance, some other firms established during the same era such as Kleiner-Perkins and Sequoia (both were established in 1972),... View Details
      Keywords: Organizational Change and Adaptation; Venture Capital; Organizational Structure; Innovation and Invention; Financial Services Industry; United States
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      Hardymon, Felda, and Tom Nicholas. "New Enterprise Associates." Harvard Business School Case 813-097, February 2013.
      • January 2013
      • Supplement

      EverTrue: Mobile Technology Development (B)

      By: William R. Kerr and Alexis Brownell
      Brent Grinna has one customer signed up for his alumni-networking mobile app, and is now trying to choose among three possibilities for a CTO. He decided to contract with a friend's company, Dashfire, to create a prototype of the app, and has signed up Brown University... View Details
      Keywords: Start-up; Mobile App; CTO; Hiring; Scaling; Business Startups; Decisions; Entrepreneurship; Growth and Development; Mobile Technology; Technology Industry; Massachusetts; Boston
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      Kerr, William R., and Alexis Brownell. "EverTrue: Mobile Technology Development (B)." Harvard Business School Supplement 813-123, January 2013.
      • January 2013 (Revised September 2013)
      • Case

      Royal DSM: Fighting Hidden Hunger

      By: Rebecca Henderson, Noah Fisher and Mary Shelman
      In 2007 Royal DSM, a leading life science and materials company, entered a partnership with the World Food Programme (WFP) to combat hidden hunger around the world by providing micronutrient solutions. The case investigates the unexpectedly large impact the partnership... View Details
      Keywords: Conflict of Interests; Human Needs; Partners and Partnerships; Global Range; Nutrition; Science-Based Business; Non-Governmental Organizations; Service Industry; Health Industry
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      Henderson, Rebecca, Noah Fisher, and Mary Shelman. "Royal DSM: Fighting Hidden Hunger." Harvard Business School Case 313-085, January 2013. (Revised September 2013.)
      • December 2012 (Revised September 2022)
      • Case

      BabbaCo

      By: Jeffrey J. Bussgang and Gaurav Jain
      Having just raised a Series B financing, the case protagonist is faced with a tough decision: should she "step on the gas" and scale the customer base, or continue focusing on fine-tuning the product and business model. The case describes the various marketing channels... View Details
      Keywords: Subscription; Marketing; Scaling; Product-market Fit; Online Marketing; Customers; Decisions; Expansion; Marketing Channels; Business Startups; Growth and Development Strategy; Digital Marketing; Marketing Strategy
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      Bussgang, Jeffrey J., and Gaurav Jain. "BabbaCo." Harvard Business School Case 813-107, December 2012. (Revised September 2022.)
      • December 2012 (Revised August 2013)
      • Case

      Nestlé: Agricultural Material Sourcing Within the Concept of Creating Shared Value (CSV)

      By: Ray A. Goldberg and Lorin A. Fries
      Corporate Head of Agriculture Hans Jöhr's mind raced in anticipation of the executive board meeting that afternoon. Jöhr recognized the meeting as a key opportunity to strategize far into the future, reexamining how his team's efforts in sustainable agricultural... View Details
      Keywords: Agribusiness; Value Creation; Quality; Supply Chain Management; Social Issues; Environmental Sustainability; Problems and Challenges; Growth and Development Strategy; Agriculture and Agribusiness Industry; Health Industry
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      Goldberg, Ray A., and Lorin A. Fries. "Nestlé: Agricultural Material Sourcing Within the Concept of Creating Shared Value (CSV)." Harvard Business School Case 913-406, December 2012. (Revised August 2013.)
      • October 2012 (Revised August 2014)
      • Case

      The Canada Pension Plan Investment Board: October 2012

      By: Josh Lerner, Matthew Rhodes-Kropf and Nathaniel Burbank
      The Canada Pension Plan Investment Board (CPPIB) is one of the largest and fastest-growing pools of investment capital in the world and follows an unusually active program of investment management. In October of 2012, Mark Wiseman was just 12 weeks into his role as... View Details
      Keywords: Canada; CPPIB; Pensions; Private Equity; Financial Services Industry; Canada
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      Lerner, Josh, Matthew Rhodes-Kropf, and Nathaniel Burbank. "The Canada Pension Plan Investment Board: October 2012." Harvard Business School Case 813-103, October 2012. (Revised August 2014.)
      • October 2012 (Revised August 2013)
      • Case

      Global Unichip Corporation (A)

      By: Willy Shih and Chen-Fu Chien
      Global Unichip Corporation (GUC) is a design services company that acts as a front-end to TSMC, the world's largest semiconductor foundry. In so doing, it masked the complexity of the latest process technologies, and reduced the entry barriers for small firms to... View Details
      Keywords: Abstraction; Value-network; Entry Barriers; Intermediaries; Dis-intermediation; Aggregator; Vertical Specialization; Technology Adoption; Digital Platforms; Competitive Strategy; Corporate Strategy; Horizontal Integration; Vertical Integration; Technological Innovation; Innovation Strategy; Innovation and Management; Industry Structures; Information Infrastructure; Complexity; Information Technology; Semiconductor Industry; Technology Industry; Telecommunications Industry; Taiwan
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      Shih, Willy, and Chen-Fu Chien. "Global Unichip Corporation (A)." Harvard Business School Case 613-048, October 2012. (Revised August 2013.)
      • Article

      The Secrets to TripAdvisor’s Impressive Scale

      By: Jeffrey J. Bussgang
      Keywords: Venture Capital
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      Bussgang, Jeffrey J. "The Secrets to TripAdvisor’s Impressive Scale." Harvard Business Review (website) (October 2, 2012).
      • August 2012 (Revised October 2015)
      • Case

      LinkedIn Corporation, 2012

      By: David Yoffie and Liz Kind
      Since its inception in 2003, LinkedIn had become a leading Silicon Valley institution with a brand name that was recognizable throughout the U.S. and in many countries overseas. As of March 2012, LinkedIn was the world's largest professional network on the Internet... View Details
      Keywords: Social Networking; Media; Technology; Strategy; Growth Management; Internet and the Web; Corporate Strategy; Social and Collaborative Networks; Brands and Branding; Social Media; Service Industry; Media and Broadcasting Industry; California
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      Yoffie, David, and Liz Kind. "LinkedIn Corporation, 2012." Harvard Business School Case 713-420, August 2012. (Revised October 2015.)
      • 2015
      • Working Paper

      Entrepreneurship and Urban Growth: An Empirical Assessment with Historical Mines

      By: Edward L. Glaeser, Sari Pekkala Kerr and William R. Kerr
      We study entrepreneurship and growth through the lens of U.S. cities. Initial entrepreneurship correlates strongly with urban employment growth, but endogeneity bedevils interpretation. Chinitz (1961) hypothesized that coal mines near cities led to specialization in... View Details
      Keywords: Industrial Organization; Chinitz; Agglomeration; Clusters; Cities; Mines; Industry Clusters; Entrepreneurship; City; Mining; Mining Industry; Pittsburgh
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      Glaeser, Edward L., Sari Pekkala Kerr, and William R. Kerr. "Entrepreneurship and Urban Growth: An Empirical Assessment with Historical Mines." Harvard Business School Working Paper, No. 13-015, August 2012. (Revised May 2015.)
      • Article

      Scaling Is Hard. Here's How Akamai Did It.

      By: Jeffrey J. Bussgang
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      Bussgang, Jeffrey J. "Scaling Is Hard. Here's How Akamai Did It." Harvard Business Review (website) (August 7, 2012).
      • July 2012
      • Case

      Droga5: Launching Jay-Z's Decoded

      By: Anita Elberse and Kwame Owusu-Kesse
      In 2010, David Droga and Andrew Essex, co-founders of advertising agency Droga5, hope to convince both John Meneilly, manager of hip-hop star Shawn Carter—better known as Jay-Z—and a partner in Carter's company Roc Nation and Yusuf Mehdi, senior vice president of... View Details
      Keywords: Advertising; Advertising Campaigns; Marketing; Brands and Branding; Entertainment; Advertising Industry; Entertainment and Recreation Industry
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      Elberse, Anita, and Kwame Owusu-Kesse. "Droga5: Launching Jay-Z's Decoded." Harvard Business School Case 513-032, July 2012.
      • 2017
      • Working Paper

      Inequality in Knowledge Repository Use in Scaling Service Operations

      By: Melissa A. Valentine, Tom Fangyun Tan, Bradley R. Staats and Amy C. Edmondson
      To scale service operations requires sharing knowledge across the organization. However, prior work highlights that individuals on the periphery of organizational knowledge sharing networks may struggle to access useful knowledge at work. A knowledge repository (KR)... View Details
      Keywords: Knowledge Repository; Scaling Service Operations; Fluid Teams; Groups and Teams; Knowledge Management; Performance
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      Valentine, Melissa A., Tom Fangyun Tan, Bradley R. Staats, and Amy C. Edmondson. "Inequality in Knowledge Repository Use in Scaling Service Operations." Harvard Business School Working Paper, No. 13-001, July 2012. (Revised August 2017.)
      • June 2012
      • Teaching Plan

      1366: Scaling the Venture (Abridged) (TP)

      By: Joseph B. Lassiter
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      Lassiter, Joseph B. "1366: Scaling the Venture (Abridged) (TP)." Harvard Business School Teaching Plan 812-139, June 2012.
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