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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.
  • Article

Reflections: Toward a Normative and Actionable Theory of Planned Organizational Change and Development

By: Michael Beer
A normative and actionable theory of planned organizational change and development is proposed based on fifty years of engagement by the author as a scholar-consultant. Five principles are central features of the theory and practice proposed: 1) Organizations are... View Details
Keywords: Consultant; Process; Systems; Silence; Organizational Change and Adaptation; Leadership; Learning; Management Teams
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Beer, Michael. "Reflections: Toward a Normative and Actionable Theory of Planned Organizational Change and Development." Journal of Change Management 21, no. 1 (2021).
  • 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.)
  • July 2013
  • Case

Novozymes: Establishing the Cellulosic Ethanol Value Chain

By: Willy Shih and Sen Chai

As the world's largest producer of industrial enzymes, Novozymes had invested heavily for many years to bio-engineer enzymes that could break down cellulose into fermentable sugar. In 2010, the company had launched what it thought would become a breakthrough product... View Details

Keywords: System Complexity; Industrial Enzymes; Ethanol; Collulosic Ethanol; Fermentation; Genomics; Genetic Engineering; Value Chain; Assembling Value Chain; Energy Sources; Renewable Energy; Collaborative Innovation and Invention; Innovation and Management; Innovation Strategy; Technological Innovation; Management; Growth and Development Strategy; Industry Growth; Production; Research; Research and Development; Science; Genetics; Natural Environment; Environmental Sustainability; Science-Based Business; Business Strategy; Commercialization; Vertical Integration; Agriculture and Agribusiness Industry; Biotechnology Industry; Energy Industry; Denmark; United States
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Shih, Willy, and Sen Chai. "Novozymes: Establishing the Cellulosic Ethanol Value Chain." Harvard Business School Case 614-001, July 2013.
  • 14 Jun 2007
  • Working Paper Summaries

Evolution Analysis of Large-Scale Software Systems Using Design Structure Matrices and Design Rule Theory

Keywords: by Matthew J. LaMantia, Yuanfang Cai, Alan D. MacCormack & John Rusnak; Video Game; Web Services
  • April 2015
  • Case

Carolinas HealthCare System: Consumer Analytics

By: John A. Quelch and Margaret L. Rodriguez
In 2014, Dr. Michael Dulin, chief clinical officer for analytics and outcomes research and head of the Dickson Advanced Analytics (DA2) group at Carolinas HealthCare System (CHS), successfully unified all analytics talent and resources into one group over a three year... View Details
Keywords: Consumer Segmentation; Big Data; Management Information Systems; Hospital Management; Health Care and Treatment; Marketing; Segmentation; Analytics and Data Science; Information Management; Information Technology; Health; Health Industry; United States
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Quelch, John A., and Margaret L. Rodriguez. "Carolinas HealthCare System: Consumer Analytics." Harvard Business School Case 515-060, April 2015.
  • December 2017 (Revised January 2019)
  • Case

In the Eye of a Geopolitical Storm: South Korea's Lotte Group, China and the U.S. THAAD Missile Defense System (A)

By: Andy Zelleke and Brian Tilley
By late 2016 and early 2017, Lotte Group, a South Korean chaebol (large family-controlled business group) had become embroiled not only in the domestic political turmoil surrounding President Park Geun-hye, but also—uncomfortably—in a four-country geopolitical storm. ... View Details
Keywords: Corporate Social Responsibility; Politics; Corporate Social Responsibility and Impact; National Security; International Relations; Decision Making; Government and Politics; Leadership; South Korea; China; Japan
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Zelleke, Andy, and Brian Tilley. "In the Eye of a Geopolitical Storm: South Korea's Lotte Group, China and the U.S. THAAD Missile Defense System (A)." Harvard Business School Case 318-022, December 2017. (Revised January 2019.)
  • 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.
  • 2016
  • Working Paper

The Mirroring Hypothesis: Theory, Evidence and Exceptions

By: Lyra J. Colfer and Carliss Y. Baldwin
The mirroring hypothesis predicts that organizational ties within a project, firm, or group of firms (e.g., communication, collocation, employment) will correspond to the technical patterns of dependency in the work being performed. A thorough understanding of the... View Details
Keywords: Modularity; Innovation; Product And Process Development; Organization Design; Design Structure; Organizational Ties; Mirroring Hypothesis; Industry Architecture; Product Architecture; Complex Technical Systems; Information Technology; Organizational Design; Organizational Structure; Relationships; Innovation and Invention; Product Development
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Colfer, Lyra J., and Carliss Y. Baldwin. "The Mirroring Hypothesis: Theory, Evidence and Exceptions." Harvard Business School Working Paper, No. 16-124, April 2016. (Revised May 2016.)
  • September 2016 (Revised July 2018)
  • Case

United Airlines: More Out-and-Back Flying?

By: Ryan W. Buell, Willy Shih and Mike Toffel
This case looks at United Airlines when it is facing a decision on whether to shift its aircraft routing to more "out-and-back" routing in order to try to improve its on-time performance. As one of the world's largest airlines, United had a very large fleet and... View Details
Keywords: Service Excellence; Service Management; Service Quality; Service Quality Competition; Services; Airline Industry; Airlines; Operational Complexity; Operational Disruptions; Operational Effectiveness; Operations Improvement; Operations Management; Operations Strategy; Air Transportation; Operations; Service Operations; Service Delivery; Performance Effectiveness; Performance Improvement; Complexity; Air Transportation Industry; United States
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Buell, Ryan W., Willy Shih, and Mike Toffel. "United Airlines: More Out-and-Back Flying?" Harvard Business School Case 617-010, September 2016. (Revised July 2018.)
  • November 2018
  • Case

frog design

By: Srikant M. Datar and Caitlin N. Bowler
The case follows the genesis and development of Palo, a radical urban communications hub designed to replace payphone booths on Manhattan’s city streets, through a joint venture between frog design and a venture-backed firm LQD WiFi. The case explores the complexity of... View Details
Keywords: Innovation; Prototyping; User Experience Design; Design Heuristics; Telecommunications; Urban Systems; Communication Technology; Urban Scope; Innovation and Invention; Design; Product Development
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Datar, Srikant M., and Caitlin N. Bowler. "frog design." Harvard Business School Multimedia/Video Case 118-707, November 2018.
  • January 2013 (Revised March 2017)
  • Teaching Note

Luotang Power: Variances Explained (Brief Case)

By: Robert Simons and Craig Chapman
The primary objective is to explore the concepts of variance analysis in performance from one year to the next and the predictability of contracting counterparts to extract value from contract positions where they can. The general manager of a coal-fired power plant... View Details
Keywords: Variance Analysis; Strategy And Execution; Profitability Analysis; Management Control Systems; Contracts; Valuation; Energy Generation; Accounting; Performance Evaluation; China
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Simons, Robert, and Craig Chapman. "Luotang Power: Variances Explained (Brief Case)." Harvard Business School Teaching Note 913-534, January 2013. (Revised March 2017.)
  • July 15, 2022
  • Article

Does Elon Musk Have a Strategy?

By: Andy Wu and Goran Calic
Does Elon Musk have a strategy? Or is he just out there winging it? Looking at Musk’s many companies, common themes stand out across three areas: what fits into his vision for problems to solve, how he designs an organization as a solution to those problems, and why he... View Details
Keywords: Technology; Strategy; Vision; Resources; Organization; Platform; Closed Systems; Leadership; Complexity; Organizational Design; Vertical Integration; Problems and Challenges; Success; Auto Industry; Aerospace Industry; Media and Broadcasting Industry; Energy Industry
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Wu, Andy, and Goran Calic. "Does Elon Musk Have a Strategy?" Harvard Business Review Digital Articles (July 15, 2022).
  • August 2013
  • Technical Note

Raising the Level of Abstraction

By: Willy Shih
This technical note discusses abstraction as a way of generalizing a process or component for wider application. By hiding complexity inside a module, abstraction enables system designers to think at a higher level. This lowers entry barriers to using (and reusing) a... View Details
Keywords: Abstraction; Modularity; Commercialization; Information Technology; Information Infrastructure; Information Technology; Applications and Software; Digital Platforms; United States; Asia; Europe
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Shih, Willy. "Raising the Level of Abstraction." Harvard Business School Technical Note 614-019, August 2013.
  • Article

How Smart, Connected Products Are Transforming Competition

By: Michael E. Porter and James E. Heppelmann
Information technology is revolutionizing products. Once composed solely of mechanical and electrical parts, products have become complex systems that combine hardware, sensors, data storage, microprocessors, software, and connectivity in myriad ways. These "smart,... View Details
Keywords: Strategy; Competition; Information Technology; Transformation; Information Technology Industry
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Porter, Michael E., and James E. Heppelmann. "How Smart, Connected Products Are Transforming Competition." Harvard Business Review 92, no. 11 (November 2014): 64–88.
  • 2015
  • Chapter

Modularity and Organizations

By: Carliss Y. Baldwin
Modularity describes the degree to which a complex system can be broken apart into subunits (modules) that can be recombined in various ways. Modularity is important for organizations and the economy because the boundaries of organizational units and corporations are... View Details
Keywords: Complexity; Organizations
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Baldwin, Carliss Y. "Modularity and Organizations." In International Encyclopedia of the Social & Behavioral Sciences. 2nd ed. Edited by James D. Wright, 718–723. Amsterdam: Elsevier, 2015.
  • November 2004 (Revised June 2005)
  • Background Note

Designing Products and Processes: Aligning Hierarchical Problem Levels with Problem-Solving Team Forms

All complex systems have four distinct hierarchical design levels: system objectives, architecture, interfaces, and components. Each level has a distinct design question associated with it. Distinguishing among these levels and understanding the questions associated... View Details
Keywords: Design; Complexity
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Spear, Steven J. "Designing Products and Processes: Aligning Hierarchical Problem Levels with Problem-Solving Team Forms." Harvard Business School Background Note 605-039, November 2004. (Revised June 2005.)
  • 2012
  • Chapter

Pursuing Public Value: Frameworks for Strategic Analysis and Action

By: Herman B. Leonard and Mark H. Moore
Features Harvard Kennedy School scholars who focus diverse conceptual lenses on a single high-stakes management task—enhancing port security across the United States. This title considers the challenge of driving change in a complex system involving hundreds of private... View Details
Keywords: Leading Change; National Security; Complexity; Performance Improvement; United States
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Leonard, Herman B., and Mark H. Moore. "Pursuing Public Value: Frameworks for Strategic Analysis and Action." Chap. 5 in Ports in a Storm: Public Management in a Turbulent World, edited by John D. Donahue and Mark H. Moore, 84–115. Innovative Governance in the 21st Century. Washington, DC: Brookings Institution Press, 2012.
  • Teaching Interest

Leading Innovation and Change

By: Michael L. Tushman
This portion of a doctoral seminar at the Harvard Graduate School of Education explores the relationship between innovation, organization design, and leadership in complex educational environments.  We pay particular attention to leading large system change. View Details
  • Research Summary

Distributed Innovation in Open Systems—The Role of Modularity

By: Carliss Y. Baldwin
Distributed innovation in open systems is an important trend in the modern global economy. As education levels rise and communication costs fall, more people have the means and motivation to innovate. Supply chains now stretch around the world as firms outsource... View Details
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