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    • All HBS Web  (1,108)
      • Faculty Publications  (204)

      System ComplexityRemove System Complexity →

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      • 2015
      • Working Paper

      Bottlenecks, Modules and Dynamic Architectural Capabilities

      By: Carliss Y. Baldwin
      How do firms create and capture value in large technical systems? In this paper, I argue that the points of both value creation and value capture are the system's bottlenecks. Bottlenecks arise first as important technical problems to be solved. Once the problem is... View Details
      Keywords: Architecture; Architectural Knowledge; Dynamic Capabilities; Bottleneck; Modularity; Organization Design; Organization Boundaries; Property Rights; Organizational Design; Organizational Structure
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      Baldwin, Carliss Y. "Bottlenecks, Modules and Dynamic Architectural Capabilities." Harvard Business School Working Paper, No. 15-028, October 2014. (Revised May 2015.)
      • October 2014
      • Article

      Hidden Structure: Using Network Methods to Map System Architecture

      By: Carliss Y. Baldwin, Alan MacCormack and John Rusnak
      In this paper, we describe an operational methodology for characterizing the architecture of complex technical systems and demonstrate its application to a large sample of software releases. Our methodology is based upon directed network graphs, which allows us to... View Details
      Keywords: Architecture; Modularity; Dominant Designs; Complexity; Product Design; Software
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      Baldwin, Carliss Y., Alan MacCormack, and John Rusnak. "Hidden Structure: Using Network Methods to Map System Architecture." Research Policy 43, no. 8 (October 2014): 1381–1397.
      • 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.
      • February 28, 2014
      • Article

      A Better Route to Tech Standards

      By: Josh Lerner and Jean Tirole
      Technological standards are ubiquitous, whether they allow consumers to communicate seamlessly across wireless networks or manufacturers to procure goods across complex global supply chains. These standards—shaped by standard-setting organizations (SSOs) and... View Details
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      Lerner, Josh, and Jean Tirole. "A Better Route to Tech Standards." Science 343, no. 6174 (February 28, 2014): 972–973.
      • 2014
      • Working Paper

      Modularity and Intellectual Property Protection

      By: Carliss Y. Baldwin and Joachim Henkel
      Modularity is a means of partitioning technical knowledge about a product or process. When state-sanctioned intellectual property (IP) rights are ineffective or costly to enforce, modularity can be used to hide information and thus protect IP. We investigate the impact... View Details
      Keywords: Modularity; Value Appropriation; Relational Contracts; Clans; Rights; Complexity; Intellectual Property
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      Baldwin, Carliss Y., and Joachim Henkel. "Modularity and Intellectual Property Protection." Harvard Business School Working Paper, No. 14-046, December 2013. (Revised June 2014.)
      • 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.)
      • 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.
      • 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.
      • 2013
      • Working Paper

      Visualizing and Measuring Enterprise Architecture: An Exploratory BioPharma Case

      By: Robert Lagerstrom, Carliss Baldwin, Alan MacCormack and David Dreyfus
      We test a method that was designed and used previously to reveal the hidden internal architectural structure of software systems. The focus of this paper is to test if it can also uncover new facts about the components and their relationships in an enterprise... View Details
      Keywords: Complexity; Applications and Software; Product Design; Pharmaceutical Industry
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      Lagerstrom, Robert, Carliss Baldwin, Alan MacCormack, and David Dreyfus. "Visualizing and Measuring Enterprise Architecture: An Exploratory BioPharma Case." Harvard Business School Working Paper, No. 13-105, June 2013.
      • 2013
      • Working Paper

      Visualizing and Measuring Enterprise Application Architecture: An Exploratory Telecom Case

      By: Robert Lagerstrom, Carliss Y. Baldwin, Alan MacCormack and Stephan Aier
      We test a method for visualizing and measuring enterprise application architectures. The method was designed and previously used to reveal the hidden internal architectural structure of software applications. The focus of this paper is to test if it can also uncover... View Details
      Keywords: Communication Technology; Complexity; Applications and Software; Product Design; Telecommunications Industry
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      Lagerstrom, Robert, Carliss Y. Baldwin, Alan MacCormack, and Stephan Aier. "Visualizing and Measuring Enterprise Application Architecture: An Exploratory Telecom Case." Harvard Business School Working Paper, No. 13-103, June 2013.
      • June 20, 2013
      • Article

      The Tyranny of Minority Shareholders

      By: Josh Baron and Henry Foley
      The article discusses challenges arising from minority ownership in the context of the proposed Empire State Building IPO. It emphasizes the complexities that minority shareholders can introduce in business decisions when families take their assets public. The article... View Details
      Keywords: Business and Shareholder Relations; Ownership; Family Ownership; Corporate Governance; Power and Influence
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      Baron, Josh, and Henry Foley. "The Tyranny of Minority Shareholders." Wealth Management (website) (June 20, 2013).
      • September 21, 2013
      • Other Article

      Redefining Global Health-care Delivery

      By: Jim Yong Kim, Paul E. Farmer and Michael E. Porter
      Initiatives to address the unmet needs of those facing both poverty and serious illness have expanded significantly over the past decade. But many of them are designed in an ad-hoc manner to address one health problem among many; they are too rarely assessed; best... View Details
      Keywords: Health
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      Kim, Jim Yong, Paul E. Farmer, and Michael E. Porter. "Redefining Global Health-care Delivery." Lancet 382, no. 9897 (September 21, 2013).
      • 2014
      • Working Paper

      Hidden Structure: Using Network Methods to Map System Architecture

      By: Carliss Baldwin, Alan MacCormack and John Rusnak
      In this paper, we describe an operational methodology for characterising the architecture of complex technical systems and demonstrate its application to a large sample of software releases. Our methodology is based upon directed network graphs, which allows us to... View Details
      Keywords: Complexity; Applications and Software; Product Design
      Citation
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      Baldwin, Carliss, Alan MacCormack, and John Rusnak. "Hidden Structure: Using Network Methods to Map System Architecture." Harvard Business School Working Paper, No. 13-093, May 2013. (Revised April 2014.)
      • 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.)
      • Article

      Spanning the Institutional Abyss: The Intergovernmental Network and the Governance of Foreign Direct Investment

      By: Juan Alcacer and Paul Ingram
      Global economic transactions such as foreign direct investment must extend over an institutional abyss between the jurisdiction, and therefore protection, of the states involved. Intergovernmental organizations (IGOs), whose members are states, represent an important... View Details
      Keywords: Globalization; Market Transactions; Foreign Direct Investment; Government and Politics; Risk and Uncertainty; Networks; Culture; Complexity; Public Administration Industry
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      Alcacer, Juan, and Paul Ingram. "Spanning the Institutional Abyss: The Intergovernmental Network and the Governance of Foreign Direct Investment." American Journal of Sociology 118, no. 4 (January 2013).
      • 2012
      • Book

      Harder Than I Thought: Adventures of a Twenty-First Century Leader

      By: Robert D. Austin, Richard L. Nolan and Shannon O'Donnell
      Being a great leader today is much harder than you think—meet Jim Barton. He's a newly minted CEO, rising leader of a firm in transition, and manager of massive complexity—thanks to our incredibly networked and increasingly unpredictable world of business. What if you... View Details
      Keywords: Leadership; Complexity; Crisis Management; Problems and Challenges; Volatility
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      Austin, Robert D., Richard L. Nolan, and Shannon O'Donnell. Harder Than I Thought: Adventures of a Twenty-First Century Leader. Harvard Business Review Press, 2012.
      • 2012
      • Working Paper

      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: Complex Systems; Information Hiding; Loosely-coupled Systems; Mirroring; Mirroring Hypothesis; Modules; Modularity; Near-decomposable Systems; Product Architecture; Option Value; Organizational Design; Complexity
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      Baldwin, Carliss Y. "Modularity and Organizations." Harvard Business School Working Paper, No. 13-046, November 2012. (To appear in the Elsevier International Encyclopedia of the Social and Behavioral Sciences, 2nd edition; available on request to the author.)
      • November 2012 (Revised August 2013)
      • Supplement

      Global Unichip Corporation (B)

      By: Willy Shih and Chen-Fu Chien
      Jim Lai, President of Global Unichip Corporation (GUC), mapped out the changes he saw coming to the global semiconductor industry. The big question was how many system developers would start coming directly to GUC. View Details
      Keywords: Abstraction; Value-network; Vertical Integration; Entry Barriers; Intermediaries; Dis-intermediation; Aggregator; Vertical Specialization; Technology Adoption; Digital Platforms; Competitive Strategy; Corporate Strategy; Integration; Technological Innovation; Innovation Strategy; Innovation and Management; Industry Structures; Information Infrastructure; Information Technology; Complexity; Semiconductor Industry; Technology Industry; Telecommunications Industry; Taiwan
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      Shih, Willy, and Chen-Fu Chien. "Global Unichip Corporation (B)." Harvard Business School Supplement 613-049, November 2012. (Revised August 2013.)
      • October 2012 (Revised August 2013)
      • Case

      Global Unichip Corporation (A)

      By: Willy Shih and Chen-Fu Chien
      Global Unichip Corporation (GUC) is a design services company that acts as a front-end to TSMC, the world's largest semiconductor foundry. In so doing, it masked the complexity of the latest process technologies, and reduced the entry barriers for small firms to... View Details
      Keywords: Abstraction; Value-network; Entry Barriers; Intermediaries; Dis-intermediation; Aggregator; Vertical Specialization; Technology Adoption; Digital Platforms; Competitive Strategy; Corporate Strategy; Horizontal Integration; Vertical Integration; Technological Innovation; Innovation Strategy; Innovation and Management; Industry Structures; Information Infrastructure; Complexity; Information Technology; Semiconductor Industry; Technology Industry; Telecommunications Industry; Taiwan
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      Shih, Willy, and Chen-Fu Chien. "Global Unichip Corporation (A)." Harvard Business School Case 613-048, October 2012. (Revised August 2013.)
      • 2012
      • Chapter

      Patriotism, Cosmopolitanism, and Political Economy in the Accademia dei Pugni in Austrian Lombardy, 1760–1780

      By: Sophus A. Reinert and Jani Marjanen
      This essay focuses on the Accademia dei Pugni, or The Academy of Punches, a celebrated institution which flourished for a few years in 1760s Austrian Milan, and its journal Il Caffè (1764–1766). It does so to revisit one of the cardinal questions... View Details
      Keywords: History; Culture; Economic Systems
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      Reinert, Sophus A., and Jani Marjanen. "Patriotism, Cosmopolitanism, and Political Economy in the Accademia dei Pugni in Austrian Lombardy, 1760–1780." Chap. 6 in The Rise of Economic Societies in the Eighteenth Century: Patriotic Refom in Europe and North America, edited by Koen Stapelbroek and Jani Marjanen, 130–156. Basingstoke: Palgrave Macmillan, 2012.
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