Evaluation of Digital Transformation Strategies Through Dynamic Business Modeling and Scenario Analysis.

IF 3 4区 社会学 Q1 SOCIAL SCIENCES, INTERDISCIPLINARY
Min-Ren Yan, Haiyan Yan, Fu-Mei Han, Yongkang Zhang, Xinyue Yan
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引用次数: 0

Abstract

With the continuous advancement of digital technology, traditional manufacturing and service industries are facing dynamic changes with diversified demand and business models. Digital transformation (DT) and dynamic business modeling have become increasingly necessary for companies to evaluate and prioritize better opportunities to improve strategic planning and productivity. This study demonstrates that the system dynamics modeling process, based on the principles of sustainable system development, can fully reflect the comprehensiveness of systems thinking and avoid the drawbacks of linear thinking failing to integrate various departments. The proposed model enables the comprehensive integration of technology, production, marketing, management, and capital, thereby identifying and testing opportunities for successful DT with minimal costs and budgetary constraints. A real-world case study demonstrates the value of simulation-based dynamic business modeling with scientific data analysis for evaluating DT strategies.

基于动态业务建模和情景分析的数字化转型战略评估。
随着数字技术的不断进步,传统的制造业和服务业面临着多样化的需求和商业模式的动态变化。数字化转型(DT)和动态业务建模对于公司评估和优先考虑更好的机会以提高战略规划和生产力变得越来越必要。本研究表明,基于系统可持续发展原则的系统动力学建模过程能够充分体现系统思维的全面性,避免了线性思维无法整合各部门的弊端。所提出的模型使技术、生产、营销、管理和资本能够全面整合,从而以最小的成本和预算限制确定和测试成功的DT机会。一个真实的案例研究展示了基于仿真的动态业务建模与科学数据分析对评估DT策略的价值。
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来源期刊
Evaluation Review
Evaluation Review SOCIAL SCIENCES, INTERDISCIPLINARY-
CiteScore
2.90
自引率
11.10%
发文量
80
期刊介绍: Evaluation Review is the forum for researchers, planners, and policy makers engaged in the development, implementation, and utilization of studies aimed at the betterment of the human condition. The Editors invite submission of papers reporting the findings of evaluation studies in such fields as child development, health, education, income security, manpower, mental health, criminal justice, and the physical and social environments. In addition, Evaluation Review will contain articles on methodological developments, discussions of the state of the art, and commentaries on issues related to the application of research results. Special features will include periodic review essays, "research briefs", and "craft reports".
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