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      • Faculty Publications  (185)

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      • 2019
      • Working Paper

      The Wisdom of Crowds in Operations: Forecasting Using Prediction Markets

      By: Achal Bassamboo, Ruomeng Cui and Antonio Moreno
      Prediction is an important activity in various business processes, but it becomes difficult when historical information is not available, such as forecasting demand of a new product. One approach that can be applied in such situations is to crowdsource opinions from... View Details
      Keywords: Wisdom Of Crowds; Demand Forecasting; Price Forecasting; Forecasting and Prediction; Social and Collaborative Networks; Size; Performance
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      Bassamboo, Achal, Ruomeng Cui, and Antonio Moreno. "The Wisdom of Crowds in Operations: Forecasting Using Prediction Markets." Working Paper, 2019.
      • Article

      Four Ways to Build a Productive Sales Culture

      By: Frank V. Cespedes and Steven Maughan
      This article distinguishes sales efficiency (SE) initiatives (e.g., CRM, training, and KPI dashboards) from sales optimization (SO) decisions (e.g., aligning sales tasks with business strategy, customer selection, and deployment of sales resources across... View Details
      Keywords: Strategy; Sales
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      Cespedes, Frank V., and Steven Maughan. "Four Ways to Build a Productive Sales Culture." Top Sales Magazine (July 14, 2015), 15–17.
      • June 2015 (Revised May 2017)
      • Teaching Note

      Philips Healthcare: Marketing the HealthSuite Digital Platform

      By: John A. Quelch
      Keywords: Healthcare; Experiential Quality; Conformance Quality; Clinical Outcomes; Cost Efficiency; Quality; Performance; Health Care and Treatment
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      Quelch, John A. "Philips Healthcare: Marketing the HealthSuite Digital Platform." Harvard Business School Teaching Note 515-113, June 2015. (Revised May 2017.)
      • Article

      Team Scaffolds: How Mesolevel Structures Enable Role-based Coordination in Temporary Groups

      By: M. Valentine and A. C. Edmondson
      This paper shows how meso-level structures support effective coordination in temporary groups. Prior research on coordination in temporary groups describes how roles encode individual responsibilities so that coordination between relative strangers is possible. We... View Details
      Keywords: Fluid Personnel; Team Scaffolds; Team Effectiveness; Role-based Coordination; Multi-method; Service Delivery; Organizational Structure; Groups and Teams; Performance Efficiency
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      Valentine, M., and A. C. Edmondson. "Team Scaffolds: How Mesolevel Structures Enable Role-based Coordination in Temporary Groups." Organization Science 26, no. 2 (March–April 2015): 405–422.
      • 2015
      • Article

      Scalable Detection of Anomalous Patterns With Connectivity Constraints

      By: Skyler Speakman, Edward McFowland III and Daniel B. Neill
      We present GraphScan, a novel method for detecting arbitrarily shaped connected clusters in graph or network data. Given a graph structure, data observed at each node, and a score function defining the anomalousness of a set of nodes, GraphScan can efficiently and... View Details
      Keywords: Biosurveillance; Event Detection; Graph Mining; Scan Statistics; Spatial Scan Statistic
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      Speakman, Skyler, Edward McFowland III, and Daniel B. Neill. "Scalable Detection of Anomalous Patterns With Connectivity Constraints." Journal of Computational and Graphical Statistics 24, no. 4 (2015): 1014–1033.
      • September 2014 (Revised March 2017)
      • Case

      Humanitarian Assistance/Disaster Relief: What Can We Learn from Commercial Supply Chains?

      By: Willy Shih and Margaret Pierson
      Organizing speedy and efficient supply operations for unpredictable major natural disasters was a continuing challenge for the U.S. military, and the 2010 earthquake in Haiti was both unique in its operational scope and political complexity. As he reviewed the... View Details
      Keywords: Supply Chains; Humanitarian Assistance; Disaster Relief; Distribution; Logistics; Supply Chain; Supply Chain Management; Operations; Distribution Industry; United States; Haiti
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      Shih, Willy, and Margaret Pierson. "Humanitarian Assistance/Disaster Relief: What Can We Learn from Commercial Supply Chains?" Harvard Business School Case 615-003, September 2014. (Revised March 2017.)
      • September 2014 (Revised March 2015)
      • Case

      Fast Ion Battery

      By: Ramana Nanda, Robert F. White and Stephanie Puzio
      John Davidson, a partner at Ware Street Capital (WSC) and a board member at Fast Ion Battery, had just received a phone call from Don Lerner at Bluelock Ventures telling him that Bluelock would not participate in the $5M bridge financing for Fast Ion Battery. Lerner's... View Details
      Keywords: Entrepreneurial Finance; Real Options; Term Sheets; Clean Technology; Entrepreneurship; Venture Capital
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      Nanda, Ramana, Robert F. White, and Stephanie Puzio. "Fast Ion Battery." Harvard Business School Case 815-025, September 2014. (Revised March 2015.)
      • Article

      Better Accounting Transforms Health Care Delivery

      By: Robert S. Kaplan and Mary L. Witkowski
      The paper describes the theory and preliminary results for an action research program that explores the implications from better measurements of health care outcomes and costs. After summarizing Porter's outcome taxonomy (Porter 2010), we illustrate how to use process... View Details
      Keywords: Activity Based Costing and Management; Research; Health Care and Treatment; Health Industry
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      Kaplan, Robert S., and Mary L. Witkowski. "Better Accounting Transforms Health Care Delivery." Accounting Horizons 28, no. 2 (June 2014): 365–383.
      • June 2014
      • Article

      The Capitalist's Dilemma

      By: Clayton M. Christensen and Derek C. M. van Bever
      Sixty months after the 2008 recession ended, the economy was still sputtering, producing disappointing growth and job numbers. Corporations seemed stuck: Despite low interest rates, they were sitting on massive piles of cash and failing to invest in new initiatives. In... View Details
      Keywords: Capital Investments; Creating Markets; Evaluating Business Investments; Innovation; Emerging Markets; Investment; Economic Growth; Capital; Innovation and Invention
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      Christensen, Clayton M., and Derek C. M. van Bever. "The Capitalist's Dilemma." Harvard Business Review 92, no. 6 (June 2014): 60–68.
      • September 2013 (Revised August 2015)
      • Background Note

      Leadership and Teaming

      By: Ethan Bernstein
      Small differences in the leadership of teams can have large consequences for the success of their efforts. Many initiatives fail not because of a fatal error in judgment or insufficient ideas, knowledge, motivation, or capabilities to deliver a solution. They fail... View Details
      Keywords: Teams; Teaming; Leadership And Managing People; Leadership; Team Effectiveness; Team Performance; Team Design; Team Leadership; Teamwork; Team Process; Team Function; Team Launch; 60/30/10 Rule; Team Boundary; Distribution Of Leadership Authority; Self-Managed Teams; Virtual Teams; Unbounded Teams; Acts Of Leadership; Execution Teams; Decision Making Teams; Creativity Teams; Team Size; Task Design; Team Timeline; Team Roles; Team Representation; Diversity; Team Familiarity; Collective Intelligence; Team Stages Of Development; Team Coaching; Performance Pressure; X-Teams; Team Focus; Interaction; Management Teams; Managerial Roles; Management Systems; Management Style; Management Skills; Management Practices and Processes; Organizational Design; Organizational Structure; Performance Effectiveness; Performance Efficiency; Performance Productivity; Groups and Teams; Networks; Social Psychology; Behavior; Conflict and Resolution; Creativity; Social and Collaborative Networks; Satisfaction; Prejudice and Bias; Power and Influence; Personal Characteristics; Familiarity; Cognition and Thinking; Attitudes; Projects; Organizational Culture; Organizational Change and Adaptation; Leadership Development; Leadership Style; Leading Change; Knowledge Use and Leverage; Knowledge Sharing; Collaborative Innovation and Invention; Innovation and Management; Innovation Leadership; Design; Interpersonal Communication; Accommodations Industry; Accounting Industry; Advertising Industry; Aerospace Industry; Agriculture and Agribusiness Industry; Air Transportation Industry; Apparel and Accessories Industry; Auto Industry; Banking Industry; Battery Industry; Beauty and Cosmetics Industry; Bicycle Industry; Biotechnology Industry; Chemical Industry; Communications Industry; Computer Industry; Construction Industry; Consulting Industry; Consumer Products Industry; Distribution Industry; Education Industry; Electronics Industry; Employment Industry; Energy Industry; Entertainment and Recreation Industry; Fashion Industry; Financial Services Industry; Fine Arts Industry; Food and Beverage Industry; Forest Products Industry; Forestry Industry; Green Technology Industry; Health Industry; Industrial Products Industry; Information Industry; Information Technology Industry; Insurance Industry; Journalism and News Industry; Legal Services Industry; Manufacturing Industry; Media and Broadcasting Industry; Medical Devices and Supplies Industry; Mining Industry; Motion Pictures and Video Industry; Motorcycle Industry; Music Industry; Pharmaceutical Industry; Public Administration Industry; Public Relations Industry; Publishing Industry; Pulp and Paper Industry; Rail Industry; Real Estate Industry; Retail Industry; Rubber Industry; Semiconductor Industry; Service Industry; Shipping Industry; Sports Industry; Steel Industry; Technology Industry; Telecommunications Industry; Tourism Industry; Transportation Industry; Travel Industry; Utilities Industry; Video Game Industry; Web Services Industry; Asia; North and Central America; South America; Atlantic Ocean; Central Asia; Europe; Latin America; Middle East; Oceania; West Indies
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      Bernstein, Ethan. "Leadership and Teaming." Harvard Business School Background Note 414-033, September 2013. (Revised August 2015.)
      • 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.
      • Article

      Fast Subset Scan for Multivariate Spatial Biosurveillance

      By: Daniel B. Neill, Edward McFowland III and Huanian Zheng
      We present new subset scan methods for multivariate event detection in massive space-time datasets. We extend the recently proposed 'fast subset scan' framework from univariate to multivariate data, enabling computationally efficient detection of irregular space-time... View Details
      Keywords: Algorithms; Disease Surveillance; Event Detection; Scan Statistics; Spatial Scan
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      Neill, Daniel B., Edward McFowland III, and Huanian Zheng. "Fast Subset Scan for Multivariate Spatial Biosurveillance." Statistics in Medicine 32, no. 13 (June 15, 2013): 2185–2208.
      • 2014
      • Working Paper

      Bridging Science and Technology Through Academic-Industry Partnerships

      By: Sen Chai and Willy C. Shih
      Scientific research and its translation into commercialized technology is a driver of wealth creation and economic growth. Partnerships to foster the translational processes from public research organizations, such as universities and hospitals, to private firms are a... View Details
      Keywords: Innovation; Firm Performance; Public-private Partnership Funding; Translational Research; Small And Medium Enterprises; Partners and Partnerships; Public Sector; Private Sector; Performance; Science-Based Business; Innovation and Invention
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      Chai, Sen, and Willy C. Shih. "Bridging Science and Technology Through Academic-Industry Partnerships." Harvard Business School Working Paper, No. 13-058, January 2013. (Revised July 2014.)
      • Article

      Tax Policy and the Efficiency of U.S. Direct Investment Abroad

      By: Mihir A. Desai, C. Fritz Foley and James R. Hines Jr.
      Deferral of U.S. taxes on foreign source income is commonly characterized as a subsidy to foreign investment, as reflected in its inclusion among "tax expenditures" and occasional calls for its repeal. This paper analyzes the extent to which tax deferral and other... View Details
      Keywords: International Taxation; Dynamic Efficiency; Deferral; Policy; Taxation; Performance Efficiency; Foreign Direct Investment; Investment Funds; Investment Return; Business Earnings; Equity; Financing and Loans; Cash Flow; Capital; United States
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      Desai, Mihir A., C. Fritz Foley, and James R. Hines Jr. "Tax Policy and the Efficiency of U.S. Direct Investment Abroad." National Tax Journal 64, no. 4 (December 2011): 1055–1082.
      • December 2012
      • Teaching Note

      The Paris Opera Hotel (TN)

      By: Arthur I Segel
      This case provides an introduction to hotel investment, development and management from the perspective of a short term oriented investor group. Students learn that hotels are a unique real estate property type, with performance often tied to the broader economy, and... View Details
      Keywords: Real Estate; Hotel; Paris; Business or Company Management; Negotiation; Finance; Accommodations Industry; Real Estate Industry
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      Segel, Arthur I. "The Paris Opera Hotel (TN)." Harvard Business School Teaching Note 213-066, December 2012.
      • November 2012 (Revised August 2014)
      • Case

      Cisco in 2012: Reorganizing for Efficiency and Flexibility

      By: Ranjay Gulati, Alison Berkley Wagonfeld and Luciana Silvestri
      In 2012, Cisco was under intense pressure to show results: growth in its core business was decelerating and a number of exploratory ventures and acquisitions had not proven as profitable as expected. CEO John Chambers vowed to restore the company's health in a way that... View Details
      Keywords: Organizational Change and Adaptation; Restructuring; Adaptation; Performance Efficiency; Emerging Markets; Information Technology Industry
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      Gulati, Ranjay, Alison Berkley Wagonfeld, and Luciana Silvestri. "Cisco in 2012: Reorganizing for Efficiency and Flexibility." Harvard Business School Case 413-069, November 2012. (Revised August 2014.)
      • November 2012
      • Article

      The Organization of Firms Across Countries

      By: Nicholas Bloom, Raffaella Sadun and John Van Reenen
      We argue that social capital as proxied by trust increases aggregate productivity by affecting the organization of firms. To do this we collect new data on the decentralization of investment, hiring, production, and sales decisions from Corporate Headquarters to local... View Details
      Keywords: Decentralization; Social Capital; Theory Of The Firm; Firm Objectives, Organization, And Behavior; Business Economics; Management Of Technological Innovation And R&D; Technological Change: Choices And Consequences; Diffusion Processes; Organizational Structure; Performance Productivity; Trust; Technology Adoption; Multinational Firms and Management
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      Bloom, Nicholas, Raffaella Sadun, and John Van Reenen. "The Organization of Firms Across Countries." Quarterly Journal of Economics 127, no. 4 (November 2012). (Slides from 2008, Harvard Business School Working Paper, No. 12-005, August 2011.)
      • December 2012
      • Article

      Grand Innovation Prizes: A Theoretical, Normative, and Empirical Evaluation

      By: Alan MacCormack, Fiona Murray, Scott Stern and Georgina Campbell
      This paper provides a systematic examination of the use of a Grand Innovation Prize (GIP) in action—the Progressive Automotive Insurance X PRIZE—a $10 million prize for a highly efficient vehicle. Following a mechanism design approach we define three key dimensions for... View Details
      Keywords: Design; Motivation and Incentives; Goals and Objectives; Performance; Auto Industry
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      MacCormack, Alan, Fiona Murray, Scott Stern, and Georgina Campbell. "Grand Innovation Prizes: A Theoretical, Normative, and Empirical Evaluation." Research Policy 41, no. 10 (December 2012): 1779–1792.
      • September 2012 (Revised May 2015)
      • Case

      Philips-Visicu

      By: Regina E. Herzlinger, Natalie Kindred and Sara M. McKinley
      Would the advent of global payment models and ACOs create sufficient demand for a telemedicine offering covering the care continuum, from hospitals to the home? This was the decision facing Royal Philips Electronics (Philips), the Netherlands-based producer of... View Details
      Keywords: Health Care; Philips; Visicu; Telemedicine; eICU; Accountable Care Organization; ACO; Bundled Payment; Hospital To Home; Patient Monitoring Devices; Home Health Care; Health Care and Treatment; Communication Technology; Quality; Safety; Performance Productivity; Performance Capacity; Performance Efficiency; Consumer Behavior; Emerging Markets; Health Industry; Telecommunications Industry; Netherlands
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      Herzlinger, Regina E., Natalie Kindred, and Sara M. McKinley. "Philips-Visicu." Harvard Business School Case 313-015, September 2012. (Revised May 2015.) (As companion reading for this case, see Regina E. Herzlinger and Charles Huang, "Note on Bundled Payment in Health Care," HBS No. 312-032 (Boston: Harvard Business Publishing, 2012).)
      • 2012
      • Working Paper

      When Supply-Chain Disruptions Matter

      By: William Schmidt and Ananth Raman
      Supply-chain disruptions have a material effect on company value, but this impact can vary considerably. Thus, it is important for managers and investors to recognize the types of disruptions and the organizational factors that lead to the worst outcomes. Prior... View Details
      Keywords: Supply Chain; Operations; Performance Efficiency
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      Schmidt, William, and Ananth Raman. "When Supply-Chain Disruptions Matter." Harvard Business School Working Paper, No. 13-006, July 2012. (Revised January 2013.)
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