Assessing the Impact of Healthcare 4.0 Technologies on Healthcare Supply Chain Management: A Multi-Criteria Evaluation Framework

Logistics Pub Date : 2024-04-15 DOI:10.3390/logistics8020044
Ayoninuoluwa Oluwadare, B. D. Akintayo, O. Babatunde, O. Olanrewaju
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Abstract

Background: Healthcare 4.0 has transformed supply chain management in the healthcare sector, but there is a lack of comprehensive frameworks to evaluate the impact of Healthcare 4.0 technologies on sector operations, particularly in developing countries. Methods: This study introduces a multi-criteria framework that synergically combines the techno-economic implications of Healthcare 4.0 technologies to improve healthcare supply chain management. The proposed approach innovatively integrates fuzzy VIKOR and Entropy methods to handle data vagueness and uncertainty, using data collected from healthcare supply chain specialists in Lagos, Nigeria. Results: The developed framework identifies the most and least critical technical and economic parameters for Healthcare 4.0 implementation in healthcare supply chain management. It also determines the suitability of different Healthcare 4.0 technologies for supply chain management in the healthcare sector. Conclusions: The main innovation of this study lies in the development of a comprehensive and context-specific framework for evaluating Healthcare 4.0 technologies in healthcare supply chains. The framework offers a new perspective on technology evaluation and provides practical insights for decision-makers. The findings contribute to advancing knowledge and practice in this field, promoting the proper adoption of Healthcare 4.0 technologies in healthcare, particularly in developing countries.
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评估医疗保健 4.0 技术对医疗保健供应链管理的影响:多标准评估框架
背景:医疗保健 4.0 改变了医疗保健行业的供应链管理:医疗保健 4.0 改变了医疗保健行业的供应链管理,但缺乏全面的框架来评估医疗保健 4.0 技术对行业运营的影响,尤其是在发展中国家。方法:本研究引入了一个多标准框架,将医疗保健 4.0 技术的技术经济影响协同结合起来,以改善医疗保健供应链管理。所提出的方法创新性地整合了模糊 VIKOR 和熵方法,利用从尼日利亚拉各斯医疗保健供应链专家处收集的数据,处理数据的模糊性和不确定性。结果所开发的框架确定了在医疗保健供应链管理中实施医疗保健 4.0 最关键和最不关键的技术和经济参数。它还确定了不同的医疗保健 4.0 技术在医疗保健行业供应链管理中的适用性。结论:本研究的主要创新点在于开发了一个全面且针对具体情况的框架,用于评估医疗保健供应链中的医疗保健 4.0 技术。该框架为技术评估提供了新的视角,并为决策者提供了实用的见解。研究结果有助于推动该领域的知识和实践,促进医疗保健领域(尤其是发展中国家)正确采用医疗保健 4.0 技术。
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