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    • All HBS Web  (129)
      • Faculty Publications  (24)

      Software Architecture Remove Software Architecture →

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      • December 2021 (Revised January 2023)
      • Case

      Katerra (A)

      By: Lindsay N. Hyde, Thomas R. Eisenmann and Tom Quinn
      In April 2020, Katerra executives struggled with a series of decisions that would determine the fate of one of the best-funded construction startups in history. Katerra was founded in 2015 by technology-industry executive Michael Marks and commercial real estate...  View Details
      Keywords: Business Startups; Insolvency and Bankruptcy; Entrepreneurship; Failure; Construction; Real Estate Industry; Technology Industry; United States
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      Hyde, Lindsay N., Thomas R. Eisenmann, and Tom Quinn. "Katerra (A)." Harvard Business School Case 822-021, December 2021. (Revised January 2023.)
      • October 14, 2019
      • Article

      The Truth About Open Offices: There Are Reasons Why They Don't Produce the Desired Interactions

      By: Ethan Bernstein and Ben Waber
      It’s never been easier for workers to collaborate—or so it seems. Open, flexible, activity-based spaces are displacing cubicles, making people more visible. Messaging is displacing phone calls, making people more accessible. Enterprise social media such as Slack and...  View Details
      Keywords: Buildings and Facilities; Interpersonal Communication; Communication Technology; Design; Human Resources; Performance Productivity; Organizational Design
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      Bernstein, Ethan, and Ben Waber. "The Truth About Open Offices: There Are Reasons Why They Don't Produce the Desired Interactions." Harvard Business Review 97, no. 6 (November–December 2019): 82–91.
      • June–July 2019
      • Article

      A Methodology for Operationalizing Enterprise IT Architecture and Evaluating Its Modifiability

      By: Robert Lagerström, Alan MacCormack, David Dreyfus and Carliss Y. Baldwin
      Recent contributions to information systems theory suggest that the primary role of a firm’s information technology (IT) architecture is to facilitate, and therefore ensure the continued alignment of a firm’s IT investments with a constantly changing business...  View Details
      Keywords: Enterprise Architecture; Modularity; Information Systems; Modifiability; Design Structure Matrix
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      Lagerström, Robert, Alan MacCormack, David Dreyfus, and Carliss Y. Baldwin. "A Methodology for Operationalizing Enterprise IT Architecture and Evaluating Its Modifiability." Complex Systems Informatics and Modeling Quarterly 19 (June–July 2019): 75–98.
      • 2017
      • Other Article

      Designing an Agile Software Portfolio Architecture: The Impact of Coupling on Performance

      By: Alan MacCormack and Robert Lagerstrom
      The modern industrial corporation encompasses a myriad of different software applications, each of which must work in concert to deliver functionality to end-users. However, the increasingly complex and dynamic nature of competition in today’s product-markets dictates...  View Details
      Keywords: Applications and Software; Design; Organizational Change and Adaptation; Performance Effectiveness
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      MacCormack, Alan, and Robert Lagerstrom. "Designing an Agile Software Portfolio Architecture: The Impact of Coupling on Performance." Academy of Management Annual Meeting Proceedings (2017). (doi:10.5465/AMBPP.2017.297, ISSN 2151-6561.)
      • Other Article

      Exploring the Relationship Between Architecture Coupling and Software Vulnerabilities

      By: Robert Lagerstrom, Carliss Y. Baldwin, Alan MacCormack, Daniel J. Sturtevant and Lee Doolan
      Employing software metrics, such as size and complexity, for predicting defects has been given a lot of attention over the years and proven very useful. However, the few studies looking at software architecture and vulnerabilities are limited in scope and findings. We...  View Details
      Keywords: Security Vulnerabilities; Software Architecture; Metrics; Software; Complexity; Measurement and Metrics
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      Lagerstrom, Robert, Carliss Y. Baldwin, Alan MacCormack, Daniel J. Sturtevant, and Lee Doolan. "Exploring the Relationship Between Architecture Coupling and Software Vulnerabilities." Proceedings of the International Symposium on Engineering Secure Software and Systems (ESSoS) 9th (2017): 53–69. (Part of Lecture Notes in Computer Science, ISSN 0302-9743.)
      • 2017
      • Working Paper

      Digital Agility: The Impact of Software Portfolio Architecture on IT System Evolution

      By: Alan MacCormack, Robert Lagerström, Martin Mocker and Carliss Y. Baldwin
      The modern industrial firm increasingly relies on software to support its competitive position. However, the uncertain and dynamic nature of today’s global marketplace dictates that this software be continually evolved and adapted to meet new business challenges. This...  View Details
      Keywords: Information Systems; Software; Architecture; Modularity; Agility; Coupling; Applications and Software; Design; Decisions; Performance
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      MacCormack, Alan, Robert Lagerström, Martin Mocker, and Carliss Y. Baldwin. "Digital Agility: The Impact of Software Portfolio Architecture on IT System Evolution." Harvard Business School Working Paper, No. 17-105, May 2017. (Revised October 2017.)
      • 2017
      • Working Paper

      Exploring the Relationship between Architecture Coupling and Software Vulnerabilities: A Google Chrome Case

      By: Robert Lagerstrom, Carliss Y. Baldwin, Alan MacCormack, Dan Sturtevant and Lee Doolan
      Employing software metrics, such as size and complexity, for predicting defects has been given a lot of attention over the years and has proven very useful. However, the few studies looking at software architecture and vulnerabilities are limited in scope and findings....  View Details
      Keywords: Software; Architecture; Coupling; Vulnerabilities; Applications and Software; Complexity; Measurement and Metrics
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      Lagerstrom, Robert, Carliss Y. Baldwin, Alan MacCormack, Dan Sturtevant, and Lee Doolan. "Exploring the Relationship between Architecture Coupling and Software Vulnerabilities: A Google Chrome Case." Harvard Business School Working Paper, No. 17-078, February 2017.
      • October 2016
      • Article

      Technical Debt and System Architecture: The Impact of Coupling on Defect-related Activity

      By: Alan MacCormack and Daniel J. Sturtevant
      Technical debt is created when design decisions that are expedient in the short-term increase the costs of maintaining and adapting this system in future. An important component of technical debt relates to decisions about system architecture. As systems grow and...  View Details
      Keywords: Information Infrastructure; Performance Efficiency; Applications and Software; Infrastructure
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      MacCormack, Alan, and Daniel J. Sturtevant. "Technical Debt and System Architecture: The Impact of Coupling on Defect-related Activity." Journal of Systems and Software 120 (October 2016): 170–182. (Received 31 May 2015. Revised 28 May 2016. Accepted 4 June 2016.)
      • Article

      Visualizing and Measuring Software Portfolio Architecture: A Power Utility Case

      By: Robert Lagerström, Carliss Y. Baldwin and Alan MacCormack
      In this paper, we test a Design Structure Matrix (DSM) based method for visualizing and measuring software portfolio architectures. Our data is drawn from a power utility company, comprising 192 software applications with 614 dependencies between them. We show that the...  View Details
      Keywords: Applications and Software; Infrastructure; Utilities Industry
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      Lagerström, Robert, Carliss Y. Baldwin, and Alan MacCormack. "Visualizing and Measuring Software Portfolio Architecture: A Power Utility Case." Special Issue on DSM Conference 2014. Journal of Modern Project Management 3, no. 2 (September–December 2015): 114–121.
      • 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.
      • 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.
      • 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
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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.)
      • Article

      Exploring the Duality Between Product and Organizational Architectures: A Test of the 'Mirroring' Hypothesis

      By: Alan MacCormack, Carliss Y. Baldwin and John Rusnak
      A variety of academic studies argue that a relationship exists between the structure of an organization and the design of the products that the organization produces. Specifically, products tend to "mirror" the architectures of the organizations in which they are...  View Details
      Keywords: Organization Design; Architecture; Modularity; Open Source Software; Communication; Design; Governance; Management Practices and Processes; Open Source Distribution; Product Design; Mission and Purpose; Organizational Structure; Performance; Problems and Challenges; Behavior; Software
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      MacCormack, Alan, Carliss Y. Baldwin, and John Rusnak. "Exploring the Duality Between Product and Organizational Architectures: A Test of the 'Mirroring' Hypothesis." Research Policy 41, no. 8 (October 2012): 1309–1324.
      • 2012
      • Chapter

      IP Modularity in Software Ecosystems: How SugarCRM's IP and Business Model Shape Its Product Architecture

      By: Josef Waltl, Joachim Henkel and Carliss Y. Baldwin
      Keywords: Business Model; Digital Platforms; Open Source Distribution; Complexity; Applications and Software; Intellectual Property
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      Waltl, Josef, Joachim Henkel, and Carliss Y. Baldwin. "IP Modularity in Software Ecosystems: How SugarCRM's IP and Business Model Shape Its Product Architecture." In Software Business: Proceedings of the Third International Conference, ICSOB 2012, by M. A. Cusumano, B. Iyer, and N. Venkatraman, 94–106. Berlin, Germany: Springer-Verlag, 2012.
      • 1 Sep 2010
      • Conference Presentation

      Using Architecture to Capture Value: The Case of Software

      By: Carliss Y. Baldwin
      Keywords: Value; Design; Software
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      Baldwin, Carliss Y. "Using Architecture to Capture Value: The Case of Software." University of Edinburgh, September 1, 2010.
      • 2010
      • Working Paper

      The Architecture of Complex Systems: Do Core-periphery Structures Dominate?

      By: Alan MacCormack, Carliss Y. Baldwin and John Rusnak

      Any complex technological system can be decomposed into a number of subsystems and associated components, some of which are core to system function while others are only peripheral. The dynamics of how such "core-periphery" structures evolve and become embedded in a...  View Details

      Keywords: Innovation and Management; Product Design; Practice; Core Relationships; Software; Information Technology Industry
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      MacCormack, Alan, Carliss Y. Baldwin, and John Rusnak. "The Architecture of Complex Systems: Do Core-periphery Structures Dominate?" Harvard Business School Working Paper, No. 10-059, January 2010.
      • December 2008
      • Article

      Which Kind of Collaboration Is Right for You?

      By: Roberto Verganti and Gary P. Pisano
      Nowadays, virtually no companies innovate alone. Firms team up with a variety of partners, in a wide number of ways, to create new technologies, products, and services. But what is the best way to leverage the power of outsiders? To help executives answer that...  View Details
      Keywords: Cost vs Benefits; Framework; Collaborative Innovation and Invention; Innovation and Management; Partners and Partnerships; Social and Collaborative Networks; Strategy
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      Verganti, Roberto, and Gary P. Pisano. "Which Kind of Collaboration Is Right for You?" Harvard Business Review 86, no. 12 (December 2008).
      • 2008
      • Working Paper

      Exploring the Duality between Product and Organizational Architectures: A Test of the Mirroring Hypothesis

      By: Alan D. MacCormack, John Rusnak and Carliss Y. Baldwin
      A variety of academic studies argue that a relationship exists between the structure of an organization and the design of the products that this organization produces. Specifically, products tend to "mirror" the architectures of the organizations in which they are...  View Details
      Keywords: Open Source Distribution; Product Design; Organizational Design; Organizational Structure; Performance Effectiveness; Information Technology Industry
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      MacCormack, Alan D., John Rusnak, and Carliss Y. Baldwin. "Exploring the Duality between Product and Organizational Architectures: A Test of the Mirroring Hypothesis." Harvard Business School Working Paper, No. 08-039, March 2008. (Revised October 2008, January 2011.)
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