什么驱动数字化与能源需求之间的关系? 探索德国制造业企业的异质性
Janna Axenbeck1, Anne Berner2, Thomas Kneib2
1ZEW Mannheim, L7, 1, Mannheim, 68161, Germany; Justus-Liebig-University Giessen, Licher Str. 64, Giessen, 35394, Germany; German Environment Agency, Wörlitzer Platz 1, Dessau-Roßlau, 06844, Germany.
Journal of environmental management
|September 1, 2024
概括
数字化往往会增加企业的能源使用,特别是电力消耗. 这种影响因行业,市场竞争和地区而异,需要针对可持续数字化转型制定有针对性的政策.
科学领域:
- 经济学 经济学 经济学
- 环境科学 环境科学
- 信息技术 信息技术 信息技术
背景情况:
- 信息和通信技术 (ICT) 提供了潜在的生产力增长,但也增加了能源消耗.
- 数字化对能源需求的净影响仍然复杂且不确定.
- 了解企业级能源消耗驱动因素对于可持续的数字化转型至关重要.
研究的目的:
- 调查数字化与企业级能源消耗之间的异质关系.
- 确定影响数字技术对德国制造业企业能源需求影响的关键驱动因素.
- 在数字化转型中为实现气候目标提供政策设计信息.
主要方法:
- 使用了2009年至2017年德国制造业公司的综合行政面板数据.
- 使用通用随机森林算法进行非参数分析.
- 检查了影响能源消耗的企业层面和外部特征.
主要成果:
- 数字化越来越多地增加了企业一级的能源使用,主要是通过更高的电力消耗.
- 数字化对能源使用的积极影响在能源密集型行业中不那么明显.
- 在竞争力较低的市场,较小的企业和结构较弱的地区的企业中观察到更高的能源消费增长.
结论:
- 数字化对能源需求的影响是高度异质的,并且取决于环境.
- 数字化不会自动导致节能;它可以增加消耗.
- 定制的数字化政策对于使数字化转型与气候目标保持一致至关重要.
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