弥合制药行业的数字沟:未来的研究议程
Mario Miozza1, Salvatore M Lombardo2, Marco Galvagno2
1Università Degli Studi di Bologna- Alma Mater Studiorum, Via Capo di Lucca 34, Bologna, Italy.
Social science & medicine (1982)
|December 3, 2025
概括
医药行业的数字化转型面临着分歧,先进的公司从新技术中获益最多. 弥合这一差距需要解决包容性创新的监管,组织和公平问题.
科学领域:
- 制药行业 制药行业 制药行业
- 数字化转型数字化转型
- 卫生技术的采用 卫生技术的采用
背景情况:
- 医药数字化转型由于法规,惯性和不同数字能力而分散.
- 数字沟对整个制药价值链中新技术的实施产生了重大影响.
研究的目的:
- 调查数字沟对制药技术实施的影响.
- 确定制药行业数字化转型的挑战,机遇和研究方向.
主要方法:
- 70项同行评审研究的系统文献综述.
- 主题建模 (隐性迪里克莱特分配) 来分析主题集群.
主要成果:
- 在五个战略领域确定了16个主题集群:药物发现,组织策略,制造,供应链和以患者为中心的模型.
- 数字化转型是系统性的,受监管,治理和社会经济因素的影响.
- 人工智能,区块链和数字双胞胎带来的好处分布不均,有利于更大的实体和资源充足的系统.
结论:
- 弥合医药数字沟对于公平获取和创新至关重要.
- 建议包括澄清监管框架,定义组织能力,并解决股权影响.
- 提出了一个结构化的研究议程,以指导未来在包容性数字化采用方面的努力.
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