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Atrophy in Aging Systems: Evidence, Dynamics, and Antidote

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  • Amrit Tiwana

    (University of Georgia, Athens, Georgia 30602)

  • Hani Safadi

    (University of Georgia, Athens, Georgia 30602)

Abstract

A pervasive, unbroached phenomenon is how once-modern systems age into unmaintainable albatrosses. We conceptualize this phenomenon from first-principles as system atrophy . We construct a trace data set from 190 million lines of evolving code in 1,354 systems spanning 25 years to corroborate it. Our middle-range theory introduces system atrophy into the conversation on information systems evolution, showing how small increments in modularity slow atrophy but lose potency with age. Atrophy eventually stunts systems, increases bugginess, and disengages developers.

Suggested Citation

  • Amrit Tiwana & Hani Safadi, 2024. "Atrophy in Aging Systems: Evidence, Dynamics, and Antidote," Information Systems Research, INFORMS, vol. 35(1), pages 66-86, March.
    • Handle: RePEc:inm:orisre:v:35:y:2024:i:1:p:66-86
    DOI: 10.1287/isre.2023.1218
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    References listed on IDEAS

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    1. Ramanath Subramanyam & Narayan Ramasubbu & M. S. Krishnan, 2012. "In Search of Efficient Flexibility: Effects of Software Component Granularity on Development Effort, Defects, and Customization Effort," Information Systems Research, INFORMS, vol. 23(3-part-1), pages 787-803, September.
    2. Rajiv D. Banker & Sandra A. Slaughter, 2000. "The Moderating Effects of Structure on Volatility and Complexity in Software Enhancement," Information Systems Research, INFORMS, vol. 11(3), pages 219-240, September.
    3. Daniel Fürstenau & Abayomi Baiyere & Natalia Kliewer, 2019. "A Dynamic Model of Embeddedness in Digital Infrastructures," Information Systems Research, INFORMS, vol. 30(4), pages 1319-1342, December.
    4. Christian Biémont & Cristina Vieira, 2006. "Junk DNA as an evolutionary force," Nature, Nature, vol. 443(7111), pages 521-524, October.
    5. Alan MacCormack & John Rusnak & Carliss Y. Baldwin, 2006. "Exploring the Structure of Complex Software Designs: An Empirical Study of Open Source and Proprietary Code," Management Science, INFORMS, vol. 52(7), pages 1015-1030, July.
    6. Zachary R. Steelman & Taha Havakhor & Rajiv Sabherwal & Sanjiv Sabherwal, 2019. "Performance Consequences of Information Technology Investments: Implications of Emphasizing New or Current Information Technologies," Service Science, INFORMS, vol. 30(1), pages 204-218, March.
    7. Sriram Narayanan & Sridhar Balasubramanian & Jayashankar M. Swaminathan, 2009. "A Matter of Balance: Specialization, Task Variety, and Individual Learning in a Software Maintenance Environment," Management Science, INFORMS, vol. 55(11), pages 1861-1876, November.
    8. Amrit Tiwana, 2018. "Platform Synergy: Architectural Origins and Competitive Consequences," Information Systems Research, INFORMS, vol. 29(4), pages 829-848, December.
    9. Youngjin Yoo & Ola Henfridsson & Kalle Lyytinen, 2010. "Research Commentary ---The New Organizing Logic of Digital Innovation: An Agenda for Information Systems Research," Information Systems Research, INFORMS, vol. 21(4), pages 724-735, December.
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