利用数字技术能力促进食品供应链的循环经济创新:混合方法研究

IF 4.6 3区 管理学 Q1 BUSINESS
Surajit Bag;Muhammad Sabbir Rahman;Ashutosh Singh;David Bryde;Gary Graham
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引用次数: 0

摘要

我们的研究旨在加深对数字技术如何作为一种动态能力发挥作用的理解,从而提高数字循环经济(CE)创新和食品供应链(FSC)绩效。特别是,我们研究了吸收能力(AC)的调节作用,可持续运营管理文献对这一作用的研究仍然不足。本研究采用解释性顺序混合方法设计,主要分为两个阶段。在第一阶段,我们以动态能力观点为基础,在对现有文献综述的基础上建立了一个模型。然后,我们利用从食品及相关行业的 623 名受访者那里收集到的数据,对模型进行了统计分析。在第二阶段,我们对该行业领域五家公司的十名从业人员进行了访谈,收集了第一手数据,并从公司文件中收集了第二手数据。定性数据用于检验第一阶段所开发模型的相关性和实际适用性。通过结构方程模型,我们所建立的模型提供了实证证据,表明金融服务委员会的数字技术能力对数字消费电子创新产生了积极影响。我们还进一步表明,交流调节了金融服务中心的数字技术能力与数字消费电子创新之间的关系。对访谈数据的主题分析证实,数字技术能力是一种高阶能力,由数字感知能力、数字把握能力和数字转换能力组成,而数字技术知识吸收能力是一种以技术为重点的交流能力。分析进一步证实了数字技术能力、数字消费电子创新和提高财务共享中心绩效之间的关系。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Leveraging Digital Technology Capability for Circular Economy Innovation in the Food Products Supply Chain: A Mixed-Method Study
Our study aims to enhance the understanding of how digital technologies function as a dynamic capability in order to improve digital circular economy (CE) innovation and food products supply chain (FSC) performance. In particular, we examine the moderating effect of absorptive capacity (AC), which remains understudied in the sustainable operations management literature. We followed an explanatory sequential mixed-method design in this study with two main phases. In the first phase, we developed a model based on a review of the extant literature review, which was grounded in the dynamic capability view. We then statistically analyzed the model, using data collected from 623 respondents working in the food products and allied industries industry sector. In the second phase, primary data were collected from interviews with ten practitioners working in five companies in that industry sector and secondary data from the company documents. The qualitative data were used to test the relevance and practical applicability of the model developed in the first phase. Using structural equation modeling, our developed model provides empirical evidence to show that digital technology capability in the FSC positively influences digital CE innovation. We further show that AC moderates the relationship between digital technology capability in FSC and digital CE innovation. Thematic analysis of the interview data confirms digital technology capability as a higher order capability, comprising of digital sensing, digital seizing, and digital transformation capabilities, and that digital technology knowledge absorption is a technically focused AC. The analysis further confirms the relationships between digital technology capability, digital CE innovation, and enhanced FSC performance.
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来源期刊
IEEE Transactions on Engineering Management
IEEE Transactions on Engineering Management 管理科学-工程:工业
CiteScore
10.30
自引率
19.00%
发文量
604
审稿时长
5.3 months
期刊介绍: Management of technical functions such as research, development, and engineering in industry, government, university, and other settings. Emphasis is on studies carried on within an organization to help in decision making or policy formation for RD&E.
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