Adaptive Enterprise Architecture for the Digital Healthcare Industry: A Digital Platform for Drug Development

被引:11
|
作者
Masuda, Yoshimasa [1 ,2 ,3 ]
Zimmermann, Alfred [4 ]
Viswanathan, Murlikrishna [5 ]
Bass, Matt [1 ]
Nakamura, Osamu [2 ]
Yamamoto, Shuichiro [6 ]
机构
[1] Carnegie Mellon Univ, Sch Comp Sci, Pittsburgh, PA 15213 USA
[2] Keio Univ, Grad Sch Media & Governance, Yokohama, Kanagawa 1088345, Japan
[3] NTT Data Inst Management Consulting, Global Digital Strategy Grp, Tokyo 1020093, Japan
[4] Reutlingen Univ, ESB Business Sch, D-72762 Reutlingen, Germany
[5] Carnegie Mellon Univ Australia, Heinz Sch Informat Syst, Adelaide, SA 5000, Australia
[6] Nagoya Univ, Grad Sch Informat Sci, Nagoya, Aichi 4648601, Japan
基金
美国安德鲁·梅隆基金会;
关键词
digital transformation; enterprise architecture; digital platform; digital healthcare; knowledge management; cloud computing; artificial intelligence;
D O I
10.3390/info12020067
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Enterprise architecture (EA) is useful for effectively structuring digital platforms with digital transformation in information societies. Moreover, digital platforms in the healthcare industry accelerate and increase the efficiency of drug discovery and development processes. However, there is the lack of knowledge concerning relationships between EA and digital platforms, in spite of the needs of it. In this paper, we investigated and analyzed the process of drug design and development within the healthcare industry, together with related work in using an enterprise architecture framework for the digital era named the Adaptive Integrated Digital Architecture Framework (AIDAF), specifically supporting the design of digital platforms there. Based on this analysis, we evaluate a method and propose a new reference architecture for promoting digital platforms in the healthcare industry, with future specific aspects of them making effective use of Artificial Intelligence (AI). The practical and theoretical contributions include: (1) Streamlined processes through digital platforms in organizations. (2) Informal knowledge supply and sharing among organizational members through digital platforms. (3) Efficiency and effectiveness in planning production and business for drug development. The findings indicate that EA with digital platforms using the AIDAF contribute to digital transformation with effectiveness for new drugs in the healthcare industry.
引用
收藏
页码:1 / 26
页数:26
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