Developing a causal framework of internet of things adoption barriers for agile manufacturing in post COVID-19

IF 5.5 3区 材料科学 Q2 CHEMISTRY, PHYSICAL ACS Applied Energy Materials Pub Date : 2024-01-18 DOI:10.1177/18479790231223623
Asif Arshad Ali, Asif Mahmood
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Abstract

In order to remain competitive in a post-COVID-19 scenario, manufacturing organizations should use the pandemic scenario as a lever to make IoT adoption more agile and faster by reinventing their business models. Although, IoT has vast potential in multiple sensors’ direct integration without human intervention, its adoption has observed significant barriers during COVID-19. In this context, the current research aims to identify, prioritize, categorize, and investigate inter-dependencies among the significant barriers to adopting IoT technologies in the manufacturing industry. The analysis used two-stage integrated AHP-TOPSIS (Analytical Hierarchy Process-Technique for Order Preference by Similarity to Ideal Solution) and ISM (Interpretative Structural Modeling) techniques. For AHP and ISM techniques, a group of 8 experts from academia and industry with at least 10 years of experience was surveyed to capture their perceptions. Whereas, for TOPSIS, data were collected from 433 operational-level users. The research discloses that the significant driver barriers that hamper the adoption of IoT technologies are: poor internet infrastructure, high adoption & operating costs and lack of government regulations. This study will assist practitioners, decision-makers and organizations in understanding the significant barriers to seamless IoT implementation.
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开发 COVID-19 后敏捷制造采用物联网障碍的因果框架
为了在后 COVID-19 时代保持竞争力,制造企业应将大流行作为一种杠杆,通过重塑业务模式,使物联网的应用更加敏捷和快速。虽然物联网在无需人工干预的情况下直接集成多个传感器方面具有巨大潜力,但在 COVID-19 期间,物联网的应用遇到了巨大障碍。在此背景下,本研究旨在识别、优先排序、分类和调查制造业采用物联网技术的重大障碍之间的相互依存关系。分析采用了两阶段综合 AHP-TOPSIS(分析层次过程--通过与理想解决方案的相似性进行排序的技术)和 ISM(解释性结构建模)技术。对于 AHP 和 ISM 技术,对来自学术界和工业界至少有 10 年经验的 8 位专家进行了调查,以了解他们的看法。而对于 TOPSIS,则从 433 名操作层面的用户那里收集了数据。研究显示,阻碍物联网技术应用的主要驱动因素包括:互联网基础设施薄弱、应用和运营成本高昂以及缺乏政府监管。这项研究将有助于从业人员、决策者和组织了解无缝实施物联网的主要障碍。
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来源期刊
ACS Applied Energy Materials
ACS Applied Energy Materials Materials Science-Materials Chemistry
CiteScore
10.30
自引率
6.20%
发文量
1368
期刊介绍: ACS Applied Energy Materials is an interdisciplinary journal publishing original research covering all aspects of materials, engineering, chemistry, physics and biology relevant to energy conversion and storage. The journal is devoted to reports of new and original experimental and theoretical research of an applied nature that integrate knowledge in the areas of materials, engineering, physics, bioscience, and chemistry into important energy applications.
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