从吸收能力的角度来看,创新投入和智能制造之间的非线性关系
Zhaocheng Xu1, Xuejia Shan2, Ruiqi Pan2
1Business School, Shanghai DianJi University, Shanghai, 201306, China. xuzc@sdju.edu.cn.
Scientific reports
|February 4, 2026
概括
创新投入影响智能制造与反向U形关系. 数字化转型和组织冗余性增强了这一效应,而动态能力则为制造业企业调解了这一过程.
科学领域:
- 制造业 制造技术 制造技术
- 创新管理 创新管理
- 商业战略 商业战略
背景情况:
- 智能制造是一个关键的研究领域,但其驱动因素需要进一步阐明.
- 了解创新投入的作用对于推进智能制造至关重要.
- 现有研究需要探索将创新与智能制造联系在一起的内部机制.
研究的目的:
- 调查创新投入对智能制造产品的影响.
- 分析数字化转型,财产权和组织冗余的缓解效应.
- 检查动态能力在这种关系中的调解作用.
主要方法:
- 使用中国上市制造企业 (2008-2022) 数据进行实证分析.
- 研究了创新投入与智能制造之间的反向U形关系.
- 评估调节和调解因素,包括数字化转型和动态能力.
主要成果:
- 在创新输入和智能制造之间存在一个反转的U形关系.
- 数字化转型和组织冗余性积极调节了这种关系.
- 非国有企业显示出比国有企业更强的积极影响;动态能力调解了这一过程.
结论:
- 创新投入,当优化时,驱动智能制造,具有动态能力作为一个关键的调解者.
- 数字化转型和组织冗余对于最大限度地提高创新的影响至关重要.
- 结果为增强智能制造能力提供了理论见解和实际指导.
相关概念视频
Parameters Affecting Nonlinear Elimination: Zero-Order Input, First-Order Absorption and Two-Compartment Model
319
Drugs administered through various routes can lead to nonlinear elimination, resulting in complex pharmacokinetic behaviors crucial to understanding efficacious drug dosing.
When a drug is administered through a constant intravenous infusion and eliminated via nonlinear pharmacokinetics, it follows zero-order input. For example, oral drugs undergo first-order absorption upon administration and are eliminated through nonlinear pharmacokinetics.
In the case of subcutaneously administered drugs,...
When a drug is administered through a constant intravenous infusion and eliminated via nonlinear pharmacokinetics, it follows zero-order input. For example, oral drugs undergo first-order absorption upon administration and are eliminated through nonlinear pharmacokinetics.
In the case of subcutaneously administered drugs,...
319
Nonlinear Pharmacokinetics: Causes of Nonlinearity
737
Nonlinearity in drug pharmacokinetics is caused by various factors influencing how a drug is absorbed, distributed, metabolized, and excreted. Understanding these nonlinear processes is crucial for predicting drug behavior in the body and optimizing drug dosing regimens.
Nonlinear drug absorption can occur when the process is rate-limited by solubility, carrier-mediated transport systems, or saturation of the presystemic gut wall or hepatic metabolism. For instance, high doses of riboflavin...
Nonlinear drug absorption can occur when the process is rate-limited by solubility, carrier-mediated transport systems, or saturation of the presystemic gut wall or hepatic metabolism. For instance, high doses of riboflavin...
737
Lung Capacity
56.4K
The air in the lungs is measured in volumes and capacities. Lung volume measures reflect the amount of air taken in, released, or left over after a lung function, like a single inhalation. Lung capacity measures are sums of two or more lung volume measures.
56.4K
Relationship Formation
46.2K
What do you think is the single most influential factor in determining with whom you become friends and whom you form romantic relationships? You might be surprised to learn that the answer is simple: the people with whom you have the most contact. This most important factor is proximity. You are more likely to be friends with people you have regular contact with. For example, there are decades of research that shows that you are more likely to become friends with people who live in your dorm,...
46.2K
Intelligence
8.7K
The term "intelligence" is complex because it refers to both behavior and individuals, and its interpretation varies across cultures. European Americans tend to link intelligence with reasoning and cognitive skills, while in Kenya, it is tied to responsible participation in family and social life. In Uganda, intelligence is seen as the ability to know the right actions and carry them out effectively, while the Iatmul people of Papua New Guinea associate it with the capacity to remember...
8.7K
Ending Relationships
194
The dissolution of intimate relationships presents complex emotional and psychological challenges, particularly when emotional bonds are strong, the relationship is long-standing, and perceived alternatives are limited. This distress often intensifies in romantic breakups, where the initiator may experience greater turmoil than the rejected partner. Contributing factors include residual attachment, guilt over causing pain, and uncertainty about how to manage the situation. The stress is further...
194


