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通过动态业务建模和情景分析评估数字化转型战略
Min-Ren Yan1, Haiyan Yan2, Fu-Mei Han3
1College of Education, National Chengchi University, Taipei, Taiwan.
Evaluation review
|June 16, 2025
概括
数字化转型需要动态的业务建模. 系统动态建模集成了各种业务功能,使数字化转型战略的成本效益评估能够提高生产率.
科学领域:
- 运营研究 运营研究
- 企业管理 企业管理
- 系统工程 系统工程
背景情况:
- 数字技术的进步需要制造业和服务业的商业模式演变.
- 多样化的需求和不断变化的商业模式要求公司采用数字化转型 (DT) 和动态商业建模.
- 传统的线性思维往往无法整合各个部门,阻碍了有效的战略规划和生产率提高.
研究的目的:
- 展示系统动态建模对于评估数字化转型机会的实用性.
- 为战略规划提出一个整合技术,生产,营销,管理和资本的模型.
- 识别和测试具有最小成本和预算限制的DT策略.
主要方法:
- 基于可持续系统开发的系统动态建模原则的应用.
- 在拟议的模型中全面整合关键业务功能.
- 利用现实世界的案例研究与科学数据分析和模拟用于战略评估.
主要成果:
- 系统动态模型有效地反映了系统思维,避免了线性方法的局限性.
- 综合模型有助于识别和测试可行的DT机会.
- 基于模拟的动态业务建模对于在实际环境中评估DT策略非常有价值.
结论:
- 系统动态建模为导航数字化转型提供了一个强大的框架.
- 通过动态业务建模整合各种业务方面,可以提高战略规划和生产力.
- 模拟和数据分析对于科学评估DT策略的有效性至关重要.
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