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      • Faculty Publications  (441)

      Customer Base AnalysisRemove Customer Base Analysis →

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      • Winter 2015
      • Article

      When One Size Doesn't Fit All: Evolving Directions in the Research and Practice of Enterprise Risk Management

      By: Anette Mikes and Robert S. Kaplan
      Enterprise risk management (ERM) has become a crucial component of contemporary corporate governance reforms, with an abundance of principles, guidelines, and standards. This paper portrays ERM as an evolving discipline and presents empirical findings on its current... View Details
      Keywords: Contingency Theory; Grounded Research; Risk Management; Customization and Personalization
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      Mikes, Anette, and Robert S. Kaplan. "When One Size Doesn't Fit All: Evolving Directions in the Research and Practice of Enterprise Risk Management." Journal of Applied Corporate Finance 27, no. 1 (Winter 2015): 37–40.
      • December 2014 (Revised May 2015)
      • Case

      Growth Hacking at Bazaart (A)

      By: Jeffrey Bussgang and Matthew G. Preble
      The four founding members of Bazaart—a young Israeli company whose sole product was its eponymous mobile application (app) which allowed users to create collages from photographs and other images—face an important strategic decision in June 2014. Since its founding... View Details
      Keywords: Growth Hacking; Customer Acquisition; Startup Marketing; Startup; Startup Nation; Business Startups; Growth and Development Strategy; Customers; Marketing; Social Marketing; Fashion Industry; Technology Industry; Israel
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      Bussgang, Jeffrey, and Matthew G. Preble. "Growth Hacking at Bazaart (A)." Harvard Business School Case 815-001, December 2014. (Revised May 2015.)
      • Winter 2014
      • Article

      Does Service Bundling Reduce Churn?

      By: Jeff Prince and Shane Greenstein
      We examine whether bundling in telecommunications services reduces churn using a series of large, independent cross sections of household decisions. To identify the effect of bundling, we construct a pseudo-panel dataset and utilize a linear, dynamic panel-data model,... View Details
      Keywords: Communication Technology; Customer Satisfaction; Product Marketing; Telecommunications Industry
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      Prince, Jeff, and Shane Greenstein. "Does Service Bundling Reduce Churn?" Journal of Economics & Management Strategy 23, no. 4 (Winter 2014): 839–875.
      • 2014
      • Other Teaching and Training Material

      Marketing Reading: Customer Management

      By: Sunil Gupta
      This Reading on customer management sheds light on how companies should evaluate and manage their customers in order to grow profitably. Customer management allows marketing managers to inform investment decisions by drilling down into each customer's profitability or... View Details
      Keywords: Customer Acquisition; Customer Churn; Customer Profitability Analysis; Customer Retention; Firm Value; Organizational Structure
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      Gupta, Sunil. "Marketing Reading: Customer Management." Core Curriculum Readings Series. Boston: Harvard Business Publishing 8162, 2014.
      • 2014
      • Other Teaching and Training Material

      Marketing Reading: Segmentation and Targeting

      By: Sunil Gupta
      This Reading introduces two of the integral parts of any marketing strategy: segmentation and targeting. It covers, first, all of the methods, techniques, and variables with which a business first uncovers the full range of its potential customers and then... View Details
      Keywords: Behavioral Segmentation; Conjoint Analysis; Demographic Segmentation; Geographic Segmentation; Market Opportunities; Market Segmentation; Marketing; Marketing Strategy; Psychographic Segmentation; Unethical Marketing Practices; United States
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      Gupta, Sunil. "Marketing Reading: Segmentation and Targeting." Core Curriculum Readings Series. Boston: Harvard Business Publishing 8219, 2014.
      • October 2014 (Revised November 2016)
      • Technical Note

      Customer Lifetime Value (CLV) vs. Customer Lifetime Return on Investment (CLROI)

      By: Elie Ofek
      This note presents two related measures for assessing the financial value of a customer to the firm. The first is the well-known measure of Customer Lifetime Value, or CLV for short. The second, which has received much less attention, treats the acquisition of a... View Details
      Keywords: Customer Lifetime Value; Return On Investment; Segmentation; Social Networks; Customer Relationship Management; Marketing Strategy; Investment Return; Social and Collaborative Networks; Social Media
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      Ofek, Elie. "Customer Lifetime Value (CLV) vs. Customer Lifetime Return on Investment (CLROI)." Harvard Business School Technical Note 515-049, October 2014. (Revised November 2016.)
      • October 2014 (Revised August 2018)
      • Case

      Caesars Entertainment

      By: Janice H. Hammond and Aldo Sesia
      This case describes the introduction of a regression analysis model for forecasting guest arrivals to Caesars Palace hotel in Las Vegas, Nevada. The company will use the forecast to staff the front desk in the hotel. The staff is unionized and the company has little... View Details
      Keywords: Forecasting; Staffing; Gaming; Gaming Industry; Hotel Industry; Decision Making; Forecasting and Prediction; Human Resources; Selection and Staffing; Entertainment; Games, Gaming, and Gambling; Operations; Service Delivery; Service Operations; Accommodations Industry; Travel Industry; Tourism Industry; Food and Beverage Industry; Las Vegas
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      Hammond, Janice H., and Aldo Sesia. "Caesars Entertainment." Harvard Business School Case 615-031, October 2014. (Revised August 2018.)
      • August 2014
      • Case

      Netflix in 2011

      By: Willy Shih and Stephen Kaufman
      Reed Hastings founded Netflix to provide a home movie service that would do a better job satisfying customers than the traditional retail rental model. But as it encountered challenges it underwent several major strategy shifts, ultimately developing a business model... View Details
      Keywords: Netflix; DVD; DVD-by-mail; Streaming; Online Entertainment; Online Video; Disruptive Innovation; Innovation and Management; Innovation Strategy; Business Model; Disruption; Operations; Service Operations; Entertainment; Film Entertainment; Television Entertainment; Media; Strategy; Business or Company Management; Competitive Strategy; Competitive Advantage; Corporate Strategy; Expansion; Technology; Technology Adoption; Technology Platform; Web; Entertainment and Recreation Industry; United States
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      Shih, Willy, and Stephen Kaufman. "Netflix in 2011." Harvard Business School Case 615-007, August 2014.
      • 2014
      • Chapter

      Building an Infrastructure for Empirical Research on Social Enterprise: Challenges and Opportunities

      By: Matthew Lee, Julie Battilana and Ting Wang
      Purpose: Despite the increase in empirical studies of social enterprise in management and organization research, the lack of a cohesive knowledge base in this area is concerning. In this chapter, we propose that the underdevelopment of the attendant research... View Details
      Keywords: Social Entrepreneurship
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      Lee, Matthew, Julie Battilana, and Ting Wang. "Building an Infrastructure for Empirical Research on Social Enterprise: Challenges and Opportunities." In Social Entrepreneurship and Research Methods. Vol. 9, edited by Jeremy C. Short, David J. Ketchen, and Donald D. Bergh, 241–264. Research Methodology in Strategy and Management. Emerald Group Publishing, 2014.
      • July 2014
      • Case

      Paramount Equipment, Inc.

      By: Carliss Y. Baldwin and Wei Wang
      Paramount Equipment, Inc., based in Fort Wayne, Indiana, is a large manufacturer of cranes and compact construction equipment, aerial work platforms, and food service equipment. Founded in 1987, Paramount now had manufacturing operations in 24 countries. However, it... View Details
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      Baldwin, Carliss Y., and Wei Wang. "Paramount Equipment, Inc." Harvard Business School Brief Case 914-557, July 2014.
      • June 2014
      • Case

      Starbucks Coffee Company: Transformation and Renewal

      By: Nancy F. Koehn, Kelly McNamara, Nora N. Khan and Elizabeth Legris

      Starbucks Coffee Company: Transformation and Renewal analyzes the turnaround and reconstruction of Starbucks Coffee Company from 2008 to 2014 as led by CEO and co-founder Howard Schultz. The case offers executives and students an opportunity to examine in depth how... View Details

      Keywords: Howard Schultz; Starbucks; Transformation; Turnaround; Change; Decision Making; Entrepreneurship; Growth and Development; Leadership; Organizations; Problems and Challenges; Risk and Uncertainty; Strategy; Value; Consumer Products Industry; Food and Beverage Industry; Retail Industry; North and Central America; Europe; Asia; South America; Middle East; Latin America
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      Koehn, Nancy F., Kelly McNamara, Nora N. Khan, and Elizabeth Legris. "Starbucks Coffee Company: Transformation and Renewal." Harvard Business School Case 314-068, June 2014.
      • Article

      Integration of Online and Offline Channels in Retail: The Impact of Sharing Reliable Inventory Availability Information

      By: Santiago Gallino and Antonio Moreno
      Using a proprietary data set, we analyze the impact of the implementation of a “buy-online, pick-up-in-store” (BOPS) project. The implementation of this project is associated with a reduction in online sales and an increase in store sales and traffic. These results can... View Details
      Keywords: Retail Operations; Inventory Availability; Empirical Operations Management; Business Analytics; Online Retail; Ecommerce; Operations; Management; Distribution Channels; Consumer Behavior; E-commerce; Retail Industry
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      Gallino, Santiago, and Antonio Moreno. "Integration of Online and Offline Channels in Retail: The Impact of Sharing Reliable Inventory Availability Information." Management Science 60, no. 6 (June 2014): 1434–1451. (Finalist of Management Science Best Paper award in Operations Management.)
      • Summer 2014
      • Article

      When Does a Platform Create Value by Limiting Choice?

      By: Ramon Casadesus-Masanell and Hanna Halaburda
      We present a theory for why it might be rational for a platform to limit the number of applications available on it. Our model is based on the observation that even if users prefer application variety, applications often also exhibit direct network effects. When there... View Details
      Keywords: Platform Governance; Direct Network Effects; Indirect Network Effects; Complements; Tragedy Of The Commons; Equilibrium Selection; Coordination; Foresight; Strategy; Value Creation; Digital Platforms; Balance and Stability; Decision Choices and Conditions; Consumer Behavior; Applications and Software; Network Effects
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      Casadesus-Masanell, Ramon, and Hanna Halaburda. "When Does a Platform Create Value by Limiting Choice?" Journal of Economics & Management Strategy 23, no. 2 (Summer 2014): 259–293.
      • 2014
      • Other Teaching and Training Material

      Marketing Reading: Brand Positioning

      By: Jill Avery and Sunil Gupta
      This Reading addresses the principles of brand positioning and demonstrates how companies can strategically craft powerful, resonant, and unique brand positions to help products stand out amidst the cacophony of the marketplace. Strategic brand positioning provides... View Details
      Keywords: Brand Positioning; Branding; Consumer Research; Defensive Strategies; Market Positioning; Marketing; Product Differentiation; Product Positioning; Strategic Positioning; Value Proposition; Customer Relationship Management; Organizational Structure; Customer Satisfaction; Brands and Branding
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      Avery, Jill, and Sunil Gupta. "Marketing Reading: Brand Positioning." Core Curriculum Readings Series. Boston: Harvard Business School Publishing 8197, 2014.
      • April 2014 (Revised March 2015)
      • Case

      GE and the Industrial Internet

      By: Karim R. Lakhani, Marco Iansiti and Kerry Herman
      CEO Jeff Immelt considers whether GE is moving fast enough on its new Industrial Internet initiative. The undertaking includes building out an Industrial Internet, connecting machines and devices, collecting their data and operations, and providing services to clients... View Details
      Keywords: Technology; Operations Management; Strategy; Big Data; Business Analysis; Corporate Strategy; Digital Technology; Digital Innovation; General Management; General Strategy; Global Competitiveness; Global Strategy; Innovation; Innovation And Management; Industrial Internet; GE; Innovation and Invention; Information Technology; Analytics and Data Science; Air Transportation Industry; Energy Industry; Health Industry; Industrial Products Industry; Information Technology Industry; Manufacturing Industry; Medical Devices and Supplies Industry; Rail Industry; Transportation Industry; Technology Industry; North and Central America; Asia; Europe; Middle East; Latin America
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      Lakhani, Karim R., Marco Iansiti, and Kerry Herman. "GE and the Industrial Internet." Harvard Business School Case 614-032, April 2014. (Revised March 2015.)
      • 2014
      • Working Paper

      The Organizational and Geographic Drivers of Absorptive Capacity: An Empirical Analysis of Pharmaceutical R&D Laboratories

      By: Francesca Lazzeri and Gary P. Pisano
      Scholars and practitioners alike now recognize that a firm's capacity to assimilate and use know-how from external sources—what Cohen and Levinthal (1990) called "absorptive capacity"—plays a central role in innovation performance. In recent years, a common strategy... View Details
      Keywords: Geographic Location; Industry Clusters; Knowledge Acquisition; Pharmaceutical Industry; San Francisco; San Diego; Massachusetts
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      Lazzeri, Francesca, and Gary P. Pisano. "The Organizational and Geographic Drivers of Absorptive Capacity: An Empirical Analysis of Pharmaceutical R&D Laboratories." Harvard Business School Working Paper, No. 14-098, April 2014.
      • 2014
      • Article

      Bond Supply and Excess Bond Returns

      By: Robin Greenwood and Dimitri Vayanos
      We examine empirically how the maturity structure of government debt affects bond yields and excess returns. Our analysis is based on a theoretical model of preferred habitat in which clienteles with strong preferences for specific maturities trade with arbitrageurs.... View Details
      Keywords: Bonds; Investment Return
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      Greenwood, Robin, and Dimitri Vayanos. "Bond Supply and Excess Bond Returns." Review of Financial Studies 27, no. 3 (March 2014): 663–713. (Also earlier version NBER Working Paper Series, No. 13806, February 2008.)
      • March 2014
      • Article

      Do Analysts Follow Managers Who Switch Companies? An Analysis of Relationships in the Capital Markets

      By: Francois Brochet, Gregory S. Miller and Suraj Srinivasan
      We examine the importance of professional relationships developed between analysts and managers by investigating analyst coverage decisions in the context of CEO and CFO moves between publicly listed firms. We find that top executive moves from an origin firm to a... View Details
      Keywords: Management Turnover; Analyst Coverage; Capital Market Relationships; Capital Markets; Relationships
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      Brochet, Francois, Gregory S. Miller, and Suraj Srinivasan. "Do Analysts Follow Managers Who Switch Companies? An Analysis of Relationships in the Capital Markets." Accounting Review 89, no. 2 (March 2014).
      • 2014
      • Working Paper

      Bio-Piracy or Prospering Together? Fuzzy Set and Qualitative Analysis of Herbal Patenting by Firms

      By: Prithwiraj Choudhury and Tarun Khanna
      Since the 1990s, several Western firms have filed patents based on medicinal herbs from emerging markets, evoking protests from local stakeholders against 'bio-piracy'. We explore conditions under which firms and local stakeholders share rents from such patents. Our... View Details
      Keywords: Rents From New Technology; Local Stakeholders; Herbal Patents; QCA; Fuzzy Set Analysis; Qualitative Case Studies; Plant-Based Agribusiness; Patents; Emerging Markets; Health Care and Treatment; Business and Stakeholder Relations; Cross-Cultural and Cross-Border Issues; Agriculture and Agribusiness Industry; Pharmaceutical Industry
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      Choudhury, Prithwiraj, and Tarun Khanna. "Bio-Piracy or Prospering Together? Fuzzy Set and Qualitative Analysis of Herbal Patenting by Firms." Harvard Business School Working Paper, No. 14-081, February 2014.
      • February 2014 (Revised August 2014)
      • Case

      3D Systems

      By: Karim R. Lakhani and David Lane
      In late 2013, Rajeev Kulkarni needed to decide how best to facilitate the emergence of a broad base of users and content to promote the sale of 3D Systems' consumer-focused 3D printers. As yet, neither the company nor users had identified an indispensable application... View Details
      Keywords: 3D Printing; Business Ecosystems; 3D Systems; Growth and Development Strategy; Marketing Strategy; Copyright; Two-Sided Platforms; Product Development; Customization and Personalization; Manufacturing Industry
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      Lakhani, Karim R., and David Lane. "3D Systems." Harvard Business School Case 614-035, February 2014. (Revised August 2014.)
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