大数据的发展有助于有效的企业资源规划框架,用于智能的人力资源管理
1Business School, University of International Business and Economics, Beijing, China.
PloS one
|May 20, 2024
概括
不高效的资源分配阻碍了生产力. 本研究介绍了配置辅助资源管理计划 (PRMS),以优化资源配置,显著提高运营效率和业务生产力.
科学领域:
- 运营管理 运营管理
- 人力资源管理 人力资源管理
- 业务分析 业务分析
背景情况:
- 不高效的资源配置和技能任务的错误调整会降低组织的生产力和运营效率.
- 资源利用不足会对公司的生产和财务业绩产生负面影响.
研究的目的:
- 开发和评估一个安置辅助资源管理方案 (PRMS).
- 提高组织的资源分配,使用,运营效率和生产力.
主要方法:
- PRMS利用数据驱动的专业知识,业务要求和流程.
- 它根据一致的能力和及时的绩效需求将资源与任务相匹配.
主要成果:
- 与现有方法相比,PRMS表现出优越的性能指标.
- 实现了高成功率 (0.9328%),最小的交换 (12.052%),减少资源减缓 (4.098%),以及更快的决策时间 (5.414秒).
- PRMS的成功率和数据分析分别提高了9.98%和8.2%,同时减少了关键比率和决策时间.
结论:
- PRMS是一种有效的企业改进策略,专注于生产力.
- 该计划优化了资源分配,以有效地满足业务需求.
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