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  • November 2016
  • Supplement

Irregular Operations

By: Ryan W. Buell, Willy C. Shih and Michael W. Toffel
This video shows a dispatcher responding to an irregular operations situation caused by weather at an East Coast airport. View Details
Keywords: Service; Service Excellence; Service Quality; Operating Systems; Operational Complexity; Operational Disruptions; Operational Efficiency; Operational Focus; Air Transportation; Service Operations; Service Delivery; Air Transportation Industry
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Buell, Ryan W., Willy C. Shih, and Michael W. Toffel. "Irregular Operations." Harvard Business School Multimedia/Video Supplement 617-705, November 2016.
  • November 2016
  • Supplement

United Airlines Operations

By: Ryan W. Buell, Willy C. Shih and Michael W. Toffel
This video is a collection of clips that highlight aspects of United Airlines' operations View Details
Keywords: Service; Service Delivery; Service Management; Service Operations; Service Quality; Operating Systems; Operational Complexity; Operational Disruptions; Operational Effectiveness; Operational Efficiency; Air Transportation; Operations; Air Transportation Industry
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Buell, Ryan W., Willy C. Shih, and Michael W. Toffel. "United Airlines Operations." Harvard Business School Multimedia/Video Supplement 617-704, November 2016.
  • Teaching Interest

Technology and Operations Management - MBA Required Curriculum

This course enables students to develop the skills and concepts needed to ensure the ongoing contribution of a firm's operations to its competitive position. It helps them to understand the complex processes underlying the development and manufacture of products as... View Details

Keywords: Technology; Operations Management; Operations
  • April 2004 (Revised November 2004)
  • Background Note

Why Complex Systems Fail

Operationally excellent organizations create competitive opportunities for themselves that are not available to their peers. One view of the manager's competitive dilemma is to pick the right position for his organization, differentiating it, for example, as a... View Details
Keywords: Organizations; Complexity
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Spear, Steven J., and Bryce LaPierre. "Why Complex Systems Fail." Harvard Business School Background Note 604-083, April 2004. (Revised November 2004.)
  • Teaching Interest

Startup Operations

By: Julia B. Austin
Startup Operations is designed to provide hands-on guidance through the early stages of building your business. Students will test assumptions and hypotheses to evolve their product, build their strategic and operating roadmaps, create organizational plans and... View Details
  • 2023
  • Working Paper

The Complexity of Economic Decisions

By: Xavier Gabaix and Thomas Graeber
We propose a theory of the complexity of economic decisions. Leveraging a macroeconomic framework of production functions, we conceptualize the mind as a cognitive economy, where a task’s complexity is determined by its composition of cognitive operations. Complexity... View Details
Keywords: Decisions; Complexity; Perception; Consumer Behavior; Production
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Gabaix, Xavier, and Thomas Graeber. "The Complexity of Economic Decisions." Harvard Business School Working Paper, No. 24-049, February 2024.
  • September 2013 (Revised February 2016)
  • Case

GlaxoSmithKline: Sourcing Complex Professional Services

By: Heidi K. Gardner and Silvia Hodges Silverstein
Pharmaceutical company GlaxoSmithKline (GSK) uses an innovative new approach to procuring outside legal counsel: it replaces relationship-based selection and law firms' traditional time-based billing with data-driven decision making and an online reverse auction. In... View Details
Keywords: Legal Industry; Procurement; Professional Service Firms; Pricing; Competition; Change Management; Supply Chain Management; Legal Liability; Business Processes; Legal Services Industry; Pharmaceutical Industry
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Gardner, Heidi K., and Silvia Hodges Silverstein. "GlaxoSmithKline: Sourcing Complex Professional Services." Harvard Business School Case 414-003, September 2013. (Revised February 2016.)
  • Teaching Interest

Technology and Operations Management

By: Christina R. Wing

This course enables students to develop the skills and concepts needed to ensure the ongoing contribution of a firm's operations to its competitive position. It helps them to understand the complex processes underlying the development and manufacture of products as... View Details

  • Teaching Interest

Technology and Operations Management

This course enables students to develop the skills and concepts needed to ensure the ongoing contribution of a firm's operations to its competitive position. It helps them to understand the complex processes underlying the development and manufacture of products as... View Details

  • June 2020 (Revised August 2020)
  • Supplement

Vanguard Retail Operations (B)

By: Willy C. Shih and Antonio Moreno
The first two cases in this series are set in the financial services industry, and explore whether it is better for back-office workers to be generalists who provide the flexibility of being able to handle the complete range of transactions that the company faces or... View Details
Keywords: Pooling; Generalist Model; Specialist Model; Service Operations; Management; Financial Services Industry; United States
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Shih, Willy C., and Antonio Moreno. "Vanguard Retail Operations (B)." Harvard Business School Supplement 620-105, June 2020. (Revised August 2020.)
  • Teaching Interest

Technology and Operations Management (TOM)

By: Willy C. Shih

This course enables students to develop the skills and concepts needed to ensure the ongoing contribution of a firm's operations to its competitive position. It helps them to understand the complex processes underlying the development and manufacture of products as... View Details

  • March 1990 (Revised July 1991)
  • Case

Digital Equipment Corp.: Complex Order Management

By: Janice H. Hammond
Describes the proposed creation of a low end 3000 configuration workstation using Digital's competitive advantage of offering a la carte configuration capability and ability to build different options for customers. Disadvantages of this 3000 configuration workstation... View Details
Keywords: Customer Focus and Relationships; Cost; Management Practices and Processes; Distribution; Competitive Advantage
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Hammond, Janice H. "Digital Equipment Corp.: Complex Order Management." Harvard Business School Case 690-081, March 1990. (Revised July 1991.)
  • June 2020 (Revised May 2022)
  • Case

Vanguard Retail Operations (A)

By: Willy C. Shih and Antonio Moreno
The first two cases in this series are set in the financial services industry, and explore whether it is better for back-office workers to be generalists who provide the flexibility of being able to handle the complete range of transactions that the company faces or... View Details
Keywords: Pooling; Generalist Model; Specialist Model; Operations; Service Operations; Management; Job Design and Levels; Financial Services Industry; United States
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Shih, Willy C., and Antonio Moreno. "Vanguard Retail Operations (A)." Harvard Business School Case 620-104, June 2020. (Revised May 2022.)
  • 12 Apr 2004
  • Research & Ideas

Operations and the Competitive Edge

Obstacles facing companies in today's hyper-competitive global markets are seemingly more complex than ever, to the point that managers must rethink many of the basic principles of good operations... View Details
Keywords: by Martha Lagace
  • September 2016 (Revised August 2018)
  • Supplement

United Airlines: More Out-and-Back Flying?: Case Supplement #1

By: Ryan W. Buell, Willy C. Shih and Michael W. Toffel
This spreadsheet supplement accompanies 617-010 United Airlines: More Out-and-Back Flying? and is intended to provide students with an opportunity to apply analysis concepts with real operational data. View Details
Keywords: Service; Service Excellence; Service Management; Operating Systems; Operational Complexity; Operational Disruptions; Operational Efficiency; Operational Focus; Air Transportation; Operations; Service Operations; Service Delivery; Air Transportation Industry; United States
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Buell, Ryan W., Willy C. Shih, and Michael W. Toffel. "United Airlines: More Out-and-Back Flying? Case Supplement #1." Harvard Business School Spreadsheet Supplement 617-701, September 2016. (Revised August 2018.)
  • November 2016
  • Supplement

Alnylam Pharmaceuticals: Building Value from the IP Estate (B)

By: Vicki Sato, Willy Shih and Matt Higgins
The leader of a pioneering biotech company in the siRNA space weighs his options for scaling production capacity in advance of an anticipated commercial launch. Operational complexity and relative merits of in-house manufacturing versus a contractor model are... View Details
Keywords: Pharmaceutical Companies; Pharmaceutical Industry; Biotech; Biotechnology; Operational Complexity; Strategy; Manufacturing; Production; Strategic Planning; Intellectual Property; Biotechnology Industry; United States
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Sato, Vicki, Willy Shih, and Matt Higgins. "Alnylam Pharmaceuticals: Building Value from the IP Estate (B)." Harvard Business School Supplement 617-022, November 2016.
  • Teaching Interest

Technology and Operations Management - MBA Required Curriculum

By: Edward McFowland III

This course enables students to develop the skills and concepts needed to ensure the ongoing contribution of a firm's... View Details

Keywords: Product Development; Information Technology
  • December 2020
  • Article

The Parable of the Auctioneer: Complexity in Paul R. Milgrom's Discovering Prices

By: Scott Duke Kominers and Alexander Teytelboym
Designing marketplaces in complex settings requires both novel economic theory and real-world engineering, often drawing upon ideas from fields such as computer science and operations research. In Discovering Prices, Milgrom (2017) explains the theory and design... View Details
Keywords: Pricing; Design; Auctions; Market Design; Complexity
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Kominers, Scott Duke, and Alexander Teytelboym. "The Parable of the Auctioneer: Complexity in Paul R. Milgrom's Discovering Prices." Journal of Economic Literature 58, no. 4 (December 2020): 1180–1196.
  • 1990
  • Chapter

Cost of Product and Process Complexity

By: S. Datar, R. Banker, S. Kekre and T. Mukhopadhyay
Keywords: Complexity; Cost; Product Development; Business Processes
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Datar, S., R. Banker, S. Kekre, and T. Mukhopadhyay. "Cost of Product and Process Complexity." Chap. 9 in Measures for Manufacturing Excellence, edited by Robert S. Kaplan, 269–290. Boston: Harvard Business School Press, 1990.
  • Teaching Interest

Technology and Operations Management - MBA Required Curriculum

This course enables students to develop the skills and concepts needed to ensure the ongoing contribution of a firm's operations to its competitive position. It helps them to understand the complex processes underlying the development and manufacture of products as... View Details

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