Getting Trapped in Technical Debt: Sociotechnical Analysis of a Legacy System’s Replacement

社会技术系统 技术债务 遗留系统 杠杆(统计) 债务 系统动力学 计算机科学 风险分析(工程) 业务 知识管理 财务 机器学习 人工智能 程序设计语言 软件开发 软件
作者
Tapani Rinta-Kahila,Esko Penttinen,Kalle Lyytinen
出处
期刊:Management Information Systems Quarterly [MIS Quarterly]
卷期号:47 (1): 1-32 被引量:14
标识
DOI:10.25300/misq/2022/16711
摘要

Organizations replace their legacy systems for technical, economic, and operational reasons. Replacement is a risky proposition, as high levels of technical and social inertia make these systems hard to withdraw. Failure to fully replace systems results in complex system architectures involving manifold hidden dependencies that carry technical debt. To understand how a process for replacing a complex legacy system unfolds and accumulates technical debt, we conducted an explanatory case study at a local manufacturing site that had struggled to replace its mission-critical legacy systems as part of the larger global company’s commercial-off-the-shelf (COTS) system implementation. We approach the replacement as a sociotechnical change and leverage the punctuated sociotechnical information system change model in combination with the design-moves framework to analyze how the site balanced creating digital options, countering social inertia, and managing (architectural) technical debt. The findings generalize to a two-level (local/global) system-dynamics model delineating how replacing a deeply entrenched mission-critical system generates positive and negative feedback loops within and between social and technical changes at local and global levels. The loops, unless addressed, accrue technical debt that hinders legacy system discontinuance and gradually locks the organization into a debt-constrained state. The model helps managers anticipate challenges that accompany replacing highly entrenched systems and formulate effective strategies to address them.
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