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    • All HBS Web  (1,179)
      • Faculty Publications  (266)

      Decision AnalysisRemove Decision Analysis →

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      • June 2015
      • Tutorial

      Marketing Exercise: Using Conjoint Analysis for Business Decisions

      By: E. Ofek and Olivier Toubia
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      Ofek, E., and Olivier Toubia. Marketing Exercise: Using Conjoint Analysis for Business Decisions. Harvard Business School Tutorial 515-713, June 2015.
      • May 2015 (Revised September 2017)
      • Case

      Generating Higher Value at IBM (A)

      By: Benjamin C. Esty and E. Scott Mayfield
      This case analyzes IBM's financial performance and its capital allocation decisions over a 10-year period from 2004-2013, during which IBM returned more than $140B to shareholders through a combination of dividends and share repurchases. During this time, CEO Sam... View Details
      Keywords: Dividends; Share Repurchases; Earnings Guidance; Financial Statement Analysis; Financial Ratios; Payout Policy; Earnings Per Share (EPS); Earnings Management; Change Management; Leadership; Transformation; Financial Strategy
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      Esty, Benjamin C., and E. Scott Mayfield. "Generating Higher Value at IBM (A)." Harvard Business School Case 215-058, May 2015. (Revised September 2017.)
      • 2015
      • Working Paper

      The Business Model: Nature and Benefits

      By: Ramon Casadesus-Masanell and John Heilbron
      This paper considers the nature of the business model and its strategic relevance to negotiations. We elaborate a substantive definition of the business model as decisions enforced by the authority of the firm; this definition enables the analysis of business models... View Details
      Keywords: Business Models; Value Capture; Value-Based Business Strategy; Ambivalent Value; Business Model; Negotiation Deal
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      Casadesus-Masanell, Ramon, and John Heilbron. "The Business Model: Nature and Benefits." Harvard Business School Working Paper, No. 15-089, May 2015. (Revised June 2015.)
      • 2015
      • Working Paper

      Lost in the Clouds: The Impact of Changing Property Rights on Investment in Cloud Computing Ventures

      By: Josh Lerner and Greg Rafert
      Our analysis seeks to understand the impact of changing allocations of property rights on investment in new firms. We focus on the Cartoon Network, et al. v. Cablevision decision in the U.S., which narrowed the protection enjoyed by content creators (e.g., movie... View Details
      Keywords: Technological Innovation; Venture Capital; Internet and the Web; Entrepreneurship; Investment; Copyright
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      Lerner, Josh, and Greg Rafert. "Lost in the Clouds: The Impact of Changing Property Rights on Investment in Cloud Computing Ventures." Harvard Business School Working Paper, No. 15-082, April 2015.
      • 2017
      • Working Paper

      Internalizing Global Value Chains: A Firm-Level Analysis

      By: Laura Alfaro, Pol Antràs, Davin Chor and Paola Conconi
      In recent decades, advances in information and communication technology and falling trade barriers have led firms to retain within their boundaries and in their domestic economies only a subset of their production stages. A key decision facing firms worldwide is the... View Details
      Keywords: Global Value Chains; Sequential Production; Incomplete Contracts; Demand and Consumers; Customer Value and Value Chain; Globalization
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      Alfaro, Laura, Pol Antràs, Davin Chor, and Paola Conconi. "Internalizing Global Value Chains: A Firm-Level Analysis." Harvard Business School Working Paper, No. 16-028, September 2015. (Updated October 2017. See Online Appendix. Also NBER Working Paper 21582. Forthcoming in the Journal of Political Economy.)
      • March 2015 (Revised December 2016)
      • Case

      American Well: The DTC Decision

      By: Elie Ofek and Natalie Kindred
      In late 2013, telehealth company American Well, which developed a digital platform that allowed patients to conduct online medical consultations with physicians, is considering pursuing a direct-to-consumer (DTC) strategy. Founded in 2006, American Well had, to date,... View Details
      Keywords: Health Care; Telehealth; Telemedicine; American Well; Schoenberg; Boston; Israel; Technology; Online Care; Direct-to-consumer; DTC; Health Insurance; Affordable Care Act; Health Care Reform; Accountable Care Organizations; Technology Change; Innovation & Entrepreneurship; Digital Marketing; Strategy; Competition; Information Technology; Marketing; Technological Innovation; Technology Adoption; Entrepreneurship; Marketing Strategy; Health Industry; Technology Industry; Boston; Massachusetts; United States; Israel
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      Ofek, Elie, and Natalie Kindred. "American Well: The DTC Decision." Harvard Business School Case 515-032, March 2015. (Revised December 2016.)
      • March 2015 (Revised December 2015)
      • Case

      Coffee Wars in India: Café Coffee Day 2015

      By: David B. Yoffie and Rachna Tahilyani
      This case is an update of "Coffee Wars in India: Café Coffee Day 2013." It explores Café Coffee Day's progress after Starbuck's entry into India and the decisions it faces in 2015. View Details
      Keywords: Strategy; Competitor Analysis; Emerging Markets; Competitive Strategy; India
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      Yoffie, David B., and Rachna Tahilyani. "Coffee Wars in India: Café Coffee Day 2015." Harvard Business School Case 715-445, March 2015. (Revised December 2015.)
      • March 2015
      • Article

      Signaling to Partially Informed Investors in the Newsvendor Model

      By: William Schmidt, Vishal Gaur, Richard Lai and Ananth Raman
      We investigate a puzzling phenomenon in which firms make investment decisions that purposefully do not maximize expected profits. Using an extension to the newsvendor model, we focus on a relatively common scenario in which the firm's investor has imperfect information... View Details
      Keywords: Decision Choices and Conditions; Investment
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      Schmidt, William, Vishal Gaur, Richard Lai, and Ananth Raman. "Signaling to Partially Informed Investors in the Newsvendor Model." Production and Operations Management 24, no. 3 (March 2015): 383–401.
      • February 2015 (Revised February 2017)
      • Case

      Winnan Metal: Fulfilling the Dream

      By: William R. Kerr, Jim Sharpe and James Weber
      Neil Kashyap and Neil Lombardo (HBS '08) acquired Winnan Metal, Inc., a metal fabrication shop, after raising a search fund and an 11 month search to fulfill their dreams of becoming business owners. Two weeks after they took control of the company, Winnan's largest... View Details
      Keywords: Entrepreneurs; Entrepreneurial Management; Turnarounds; Bank Loan; Crisis Management; Financial Analysis; Search Funds; Acquisitions; Financial Capital Needed; Management; Operations Management; Sales; Entrepreneurship; Decision Making; Change Management; Manufacturing Industry; United States; Indiana
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      Kerr, William R., Jim Sharpe, and James Weber. "Winnan Metal: Fulfilling the Dream." Harvard Business School Case 815-104, February 2015. (Revised February 2017.)
      • 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.
      • 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.)
      • 2014
      • Working Paper

      Non-Adherence in Health Care: A Positive and Normative Analysis

      By: Mark Egan and Tomas J. Philipson
      Non-adherence in health care results when a patient does not initiate or continue care that a provider has recommended. Previous research identifies non-adherence as a major source of waste in US health care, totaling approximately 2.3% of GDP, and have proposed a... View Details
      Keywords: Health Care and Treatment; Behavior; Economics; Analysis; Mathematical Methods
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      Egan, Mark, and Tomas J. Philipson. "Non-Adherence in Health Care: A Positive and Normative Analysis." NBER Working Paper Series, No. 20330, July 2014. (Previously titled, "Health Care Adherence and Personalized Medicine.")
      • 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.
      • April 2014
      • Tutorial

      Conjoint Analysis: Online Tutorial

      By: Elie Ofek and Olivier Toubia
      The Conjoint Analysis: Online Tutorial is an interactive pedagogical vehicle intended to facilitate understanding of one of the most popular market research methods in academia and practice, namely conjoint analysis. The aim is to provide students or executives going... View Details
      Keywords: Market Research; Conjoint Analysis; Market Segmentation; Pricing; Marketing Strategy
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      Ofek, Elie, and Olivier Toubia. Conjoint Analysis: Online Tutorial. Harvard Business School Tutorial 514-712, April 2014.
      • 2014
      • Working Paper

      Visualizing and Measuring Software Portfolio Architectures: A Flexibility Analysis

      By: Robert Lagerstrom, Carliss Y. Baldwin, Alan MacCormack and David Dreyfus
      In this paper, we test a method for visualizing and measuring software portfolio architectures and use our measures to predict the costs of architectural change. Our data is drawn from a biopharmaceutical company, comprising 407 architectural components with 1,157... View Details
      Keywords: Design Structure Matrices; Software Architecture; Flexibility; Software Application Portfolio; Complexity; Applications and Software; Forecasting and Prediction
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      Lagerstrom, Robert, Carliss Y. Baldwin, Alan MacCormack, and David Dreyfus. "Visualizing and Measuring Software Portfolio Architectures: A Flexibility Analysis." Harvard Business School Working Paper, No. 14-083, March 2014.
      • 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).
      • January 2014 (Revised March 2014)
      • Case

      Ford Asia Pacific & Africa: The E-coating Facility Decision in Gujarat, India (A)

      By: Juan Alcacer and Nancy Hua Dai
      In April 2013, Ford Asia Pacific & Africa (FAPA) was examining its options for e-coating service metal parts for the Ford Customer Service Division in Sanand, Gujarat, India. Randy Creel, Director of Parts Supply & Logistics, FAPA, worked with his colleagues in the US,... View Details
      Keywords: Foreign Investment; International Business; Location Strategies; Global Strategy; Supply Chain
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      Alcacer, Juan, and Nancy Hua Dai. "Ford Asia Pacific & Africa: The E-coating Facility Decision in Gujarat, India (A)." Harvard Business School Case 914-014, January 2014. (Revised March 2014.)
      • January 2014
      • Case

      In a Bind: Peak Sealing Technologies' Product Line Extension Dilemma

      By: Robert J. Dolan and Heather Beckham
      Peak Sealing Technologies (PST), a manufacturer of premium carton sealing tapes, stresses technological innovation as the company's core value. But when a new regional competitor introduces a less expensive and inferior product, PST is faced with a decision that could... View Details
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      Dolan, Robert J., and Heather Beckham. "In a Bind: Peak Sealing Technologies' Product Line Extension Dilemma." Harvard Business School Brief Case 914-533, January 2014.
      • January 2014 (Revised August 2017)
      • Case

      StepSmart Fitness

      By: Robert J. Dolan, Benson P. Shapiro and Alisa Zalosh
      StepSmart Fitness, a manufacturer of exercise equipment, is undergoing a sweeping reorganization. The new CEO has terminated the District Sales Director and Regional VP and promoted 30-year-old Benjamin Cooper to manage the underperforming New England district. A... View Details
      Keywords: Analysis; Restructuring; Salesforce Management; Management Succession; Performance Improvement; Manufacturing Industry; Sports Industry; New England
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      Dolan, Robert J., Benson P. Shapiro, and Alisa Zalosh. "StepSmart Fitness." Harvard Business School Brief Case 914-509, January 2014. (Revised August 2017.)
      • October 2013
      • Article

      How Much to Make and How Much to Buy? An Analysis of Optimal Plural Sourcing Strategies

      By: Phanish Puranam, Ranjay Gulati and Sourav Bhattacharya
      While many theories of the firm seek to explain when firms make rather than buy, in practice, firms often make and buy the same input—they engage in plural sourcing. We argue that explaining the mix of external procurement and internal sourcing for the same input... View Details
      Keywords: Supply Chain; Forecasting and Prediction; Framework; Prejudice and Bias; Mathematical Methods
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      Puranam, Phanish, Ranjay Gulati, and Sourav Bhattacharya. "How Much to Make and How Much to Buy? An Analysis of Optimal Plural Sourcing Strategies." Strategic Management Journal 34, no. 10 (October 2013): 1145–1161.
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