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Technological capabilities for value creation in tech startups under turbulence 动荡下科技创业公司价值创造的技术能力
Q1 Economics, Econometrics and Finance Pub Date : 2026-03-01 Epub Date: 2025-12-18 DOI: 10.1016/j.joitmc.2025.100704
Raditya Ardianwiliandri , Sandra Hasanefendic , Bart Bossink
This study examines how technological capabilities drive value creation in technology startups under turbulence. Using market and technological turbulence as proxies and survey data from 404 tech startups in the United Kingdom, Germany, and the Netherlands, the findings reveal that human capital development through expert talent acquisition and continuous technical training is more impactful than traditional R&D investment in fostering value creation. This study also highlights the strategic value of incremental innovation over radical innovation. Furthermore, market turbulence weakens the positive effect of technological capabilities on value creation, whereas technological turbulence has no significant moderating effect. This study advances theory by unpacking which specific technological capabilities matter for value creation and offer insights into how tech startups should prioritize capabilities under turbulence, contributing to the literature on strategic agility and innovation management in turbulent environments.
本研究探讨技术能力如何在动荡环境下驱动科技创业公司的价值创造。以市场和技术动荡为代理,并以英国、德国和荷兰的404家科技初创企业的调查数据为基础,研究结果表明,在促进价值创造方面,通过专业人才获取和持续技术培训进行人力资本开发比传统的研发投资更有效。本研究还强调了渐进式创新相对于突破性创新的战略价值。此外,市场动荡削弱了技术能力对价值创造的正向作用,而技术动荡没有显著的调节作用。本研究通过揭示哪些特定的技术能力对价值创造至关重要来推进理论,并为科技初创公司在动荡环境下如何优先考虑能力提供了见解,为动荡环境下的战略敏捷性和创新管理方面的文献做出了贡献。
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引用次数: 0
Technological innovation system applicability in developing countries: Insights from Malaysia's gallium nitride technology development 技术创新体系在发展中国家的适用性:来自马来西亚氮化镓技术发展的启示
Q1 Economics, Econometrics and Finance Pub Date : 2026-03-01 Epub Date: 2025-12-17 DOI: 10.1016/j.joitmc.2025.100700
Hoo Kooi Lim , Seuk Wai Phoong , Ahmad Shuhaimi , Ainin Sulaiman
This study examines the applicability and effectiveness of the Technological Innovation System (TIS) framework in developing countries, with a specific focus on Malaysia's semiconductor and electronics sector and its Gallium Nitride (GaN) technology development. Despite global recognition of GaN technology's potential, its integration within Malaysia's technological landscape poses challenges emblematic of broader issues faced by developing nations, including disparities in technological capabilities, limited access to resources, and weak commercialization pathways. The primary objective of this research is to explore the knowledge transfer mechanisms within Malaysia's GaN technology ecosystem, analyzing how knowledge is generated, shared, and applied among diverse actors through the lens of open innovation dynamics. Through semi-structured interviews with key stakeholders and document reviews, the study identifies critical enablers and barriers to effective knowledge transfer. Findings highlight the pivotal role of technology transfer, robust knowledge networks, open innovation partnerships, and learning and experimentation in driving GaN technology development and diffusion. The research reveals both significant strengths (strong government commitment, strategic international partnerships, dedicated research infrastructure) and notable weaknesses (limited private sector engagement, heavy dependence on foreign expertise, weak commercialization pathways) within Malaysia's GaN ecosystem. The study contributes to the broader discourse on TIS by offering insights into how developing countries can harness technological innovations to bridge the gap with developed counterparts, while providing a three-stage framework for closing the TIS gap in developing countries. The insights gained from Malaysia's GaN technology ecosystem provide a model for other developing nations seeking to leverage technological innovations for economic and social development.
本研究考察了技术创新系统(TIS)框架在发展中国家的适用性和有效性,特别关注马来西亚的半导体和电子行业及其氮化镓(GaN)技术的发展。尽管全球都认识到氮化镓技术的潜力,但它在马来西亚技术领域的整合带来了挑战,这是发展中国家面临的更广泛问题的象征,包括技术能力的差距、资源的有限获取和薄弱的商业化途径。本研究的主要目的是探索马来西亚氮化镓技术生态系统中的知识转移机制,通过开放创新动态的视角,分析知识如何在不同参与者之间产生、共享和应用。通过与主要利益相关者的半结构化访谈和文件审查,本研究确定了有效知识转移的关键推动因素和障碍。研究结果强调了技术转让、强大的知识网络、开放式创新伙伴关系以及学习和实验在推动氮化镓技术发展和传播方面的关键作用。该研究揭示了马来西亚氮化镓生态系统的显著优势(强有力的政府承诺、战略国际伙伴关系、专门的研究基础设施)和显著劣势(私营部门参与有限、严重依赖外国专业知识、商业化途径薄弱)。该研究为发展中国家如何利用技术创新弥合与发达国家的差距提供了见解,同时为缩小发展中国家的交通运输差距提供了一个三阶段框架,从而有助于更广泛地讨论交通运输问题。从马来西亚GaN技术生态系统中获得的见解为其他寻求利用技术创新促进经济和社会发展的发展中国家提供了一个模式。
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引用次数: 0
Sustainable dynamic business model framework – value changes during the development process of PV companies in China 可持续动态商业模式框架——中国光伏企业发展过程中的价值变化
Q1 Economics, Econometrics and Finance Pub Date : 2026-03-01 Epub Date: 2026-02-16 DOI: 10.1016/j.joitmc.2026.100745
Hanieh Khodaei, Linda M. Kamp, Xiaojing Xu
Business model dynamics are key to the success of companies. This is particularly the case for sustainability-oriented companies that aim to tackle grand challenges by rethinking how companies create, deliver, and capture value, which can combine profit orientation with social and environmental purposes. However, understanding how companies transit towards sustainable business models through the change of company value logics remains unclear and current business model frameworks cannot capture such dynamics. Combining insights from the literature on sustainable business models and business model dynamics, our study proposed a comprehensive sustainable dynamic business model framework. The proposed framework takes into account the main elements of a sustainable business model and present the mechanisms that drive different sustainability-oriented values, and how their values change and are influenced by internal and external factors during the company development process. The framework is applied in multiple-case analysis of different PV companies in China. The application of the framework shows that it is able to present the mechanisms that drive different sustainability-oriented values and to capture business model dynamics in a comprehensive way and that it allows for case study comparison. The results of our research have significant implications for business model, both in theory and practice.
商业模式动态是公司成功的关键。对于以可持续发展为导向的公司来说尤其如此,这些公司旨在通过重新思考公司如何创造、交付和获取价值来应对重大挑战,这可以将利润导向与社会和环境目的结合起来。然而,了解公司如何通过公司价值逻辑的变化向可持续商业模式过渡仍然不清楚,目前的商业模式框架无法捕捉到这种动态。结合文献对可持续商业模式和商业模式动力学的见解,本文提出了一个全面的可持续动态商业模式框架。建议的框架考虑了可持续商业模式的主要要素,并提出了驱动不同可持续导向价值观的机制,以及它们的价值观在公司发展过程中如何变化并受到内部和外部因素的影响。将该框架应用于中国不同光伏企业的多案例分析。该框架的应用表明,它能够呈现驱动不同可持续性导向价值的机制,并以全面的方式捕捉商业模式动态,并允许进行案例研究比较。本文的研究结果对商业模式的发展具有重要的理论和实践意义。
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引用次数: 0
Energy (in)security, CEO power, and corporate innovation 能源安全、CEO权力和企业创新
Q1 Economics, Econometrics and Finance Pub Date : 2026-03-01 Epub Date: 2026-01-02 DOI: 10.1016/j.joitmc.2025.100714
Ahmed W. Alam , Ashupta Farjana , Reza Houston
This paper studies the impact of energy security risk on corporate innovation and whether and how powerful chief executive officers (CEOs) influence such effects. Based on a sample of U.S. energy firms, the empirical findings suggest that energy security risk significantly impedes firms’ research and development (R&D) intensity, an effect that is more pronounced for firms with financial constraints. Eventually, reduced access to debt capital appears to be a potential channel mechanism. Firms with powerful CEOs innovate more in times of low energy security. The CEO-influence persists in the long run and remains resilient to using alternative proxies and matched samples. Powerful CEOs help enhance firm performance through such innovative efforts following years of high energy insecurity.
本文主要研究能源安全风险对企业创新的影响,以及强势ceo是否以及如何影响这种影响。基于美国能源公司的样本,实证研究结果表明,能源安全风险显著阻碍了企业的研发强度,这种影响在有资金约束的企业中更为明显。最终,减少获得债务资本的渠道似乎是一种潜在的渠道机制。拥有强大ceo的公司在能源安全水平较低的时候会进行更多创新。从长远来看,ceo的影响力持续存在,并对使用替代代理和匹配样本保持弹性。在经历了多年的能源高度不安全之后,强势的首席执行官通过这些创新努力帮助提高了公司的业绩。
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引用次数: 0
The role of innovation dynamics on sustainable development goals: Interaction patterns based on the Triple Helix model 创新动态对可持续发展目标的作用:基于三螺旋模型的交互模式
Q1 Economics, Econometrics and Finance Pub Date : 2026-03-01 Epub Date: 2025-12-17 DOI: 10.1016/j.joitmc.2025.100705
Mahshid G. Zadegan, Sepehr Ghazinoory
Since the United Nations introduced the Sustainable Development Goals (SDGs) in 2015, nations worldwide have launched a range of initiatives aimed at achieving these targets. However, the uneven SDGs progress across countries have raised fundamental questions regarding the underlying factors influencing these disparities. This study aims to examine the role of innovation dynamics in explaining the variation in national performance concerning the SDGs. To this end, it operationalizes the conceptual framework of the Triple Helix model of innovation, which identifies the dynamic interaction among three key institutions (universities, government, and industry)as the driving force behind innovation processes. After reviewing the theoretical literature on innovation dynamics and addressing conceptual challenges in existing studies, this research provides a clear and practical definition of the concept, making it suitable for statistical analysis. Building on the theoretical underpinnings of the Triple Helix model, this study evaluates how institutional interaction influences countries’ SDG performance during 2019 and 2024. To test the main hypothesis, four hierarchical regression models were developed. The dependent variable was the variance in sustainable development performance across countries during the specified period, while the independent variables included standardized performance scores of governments, industry, and academia, as well as indicators of bilateral and trilateral institutional interactions. These were analyzed while controlling for economic, political, cultural, and natural conditions. The results reveal that trilateral collaboration among universities, industry, and government has a highly significant and positive impact on sustainable development performance, whereas the isolated effects of individual institutions were limited or statistically insignificant. In addition, bilateral government–industry collaboration showed an independently significant contribution. The findings underscore that innovation dynamics and the structure of institutional interaction play a critical role in determining national success in achieving SDGs. This study offers a structured framework for evaluating institutional collaboration at the national level, and highlights the Triple Helix model as a key framework for sustainable development policymaking.
自2015年联合国提出可持续发展目标(sdg)以来,世界各国发起了一系列旨在实现这些目标的举措。然而,各国在可持续发展目标方面的进展参差不齐,对影响这些差异的根本因素提出了根本性问题。本研究旨在探讨创新动态在解释可持续发展目标相关国家绩效差异中的作用。为此,本文运用了创新三重螺旋模型的概念框架,该模型将三个关键机构(大学、政府和行业)之间的动态互动确定为创新过程背后的驱动力。在回顾了有关创新动力学的理论文献并解决了现有研究中的概念挑战后,本研究提供了一个清晰实用的概念定义,使其适合于统计分析。在三螺旋模型的理论基础上,本研究评估了机构互动如何影响各国在2019年和2024年期间的可持续发展目标绩效。为了检验主要假设,我们建立了四个层次回归模型。因变量是各国在特定时期内可持续发展绩效的差异,而自变量包括政府、行业和学术界的标准化绩效得分,以及双边和三边机构互动的指标。这些都是在控制经济、政治、文化和自然条件的情况下进行分析的。结果表明,大学、产业和政府三方合作对可持续发展绩效具有显著的正向影响,而个别机构的孤立效应有限或统计不显著。此外,双边政府-产业合作也显示出独立的显著贡献。研究结果强调,创新动态和机构互动结构在决定国家能否成功实现可持续发展目标方面发挥着关键作用。本研究为评估国家层面的机构合作提供了一个结构化框架,并强调了三螺旋模型作为可持续发展政策制定的关键框架。
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引用次数: 0
Assessment of the implementation of design out construction waste strategies in the UAE: Exploring challenges, solutions, opportunities, and emerging AI trends 评估阿联酋建筑垃圾设计战略的实施情况:探索挑战、解决方案、机遇和新兴的人工智能趋势
Q1 Economics, Econometrics and Finance Pub Date : 2026-03-01 Epub Date: 2026-01-26 DOI: 10.1016/j.joitmc.2026.100730
Mahmoud Mawed , Karima Hamani , Ghanim Kashwani , Mahmoud Skafi
One of the fastest growing construction sectors in the region is UAE and its sustainable development faces waste reduction at building design stage. Grounded on the case study of the UAE, looking at design-out-waste strategies, this research employs a qualitative methodology, based on 14 semi-structured interviews with professionals from the field of construction. The results show that the main causes of waste during design stage are found to be complex projects, harsh climate, logistics deficiencies and low usage of advanced technology. The most recent strategies include adherence to green building regulations, use of passive design techniques, and better resource management. Emerging technologies, including Building Information Modelling (BIM) and Artificial Intelligence (AI), offer the potential to predict and mitigate design waste; however, their use is still limited. This problem may be attributed to insufficient knowledge, high costs, and the propensity to avoid change. One of the most important conclusions of the study is that the bolstering of stakeholder collaboration and governance frameworks is necessary to make the adoption of sustainable design practices in the construction industry of the United Arab Emirates (UAE) a reality. The main contribution of this research is the evidence-based identification of several waste drivers within the design phase, as well as the construction of viable, technologically supported frameworks to promote sustainable construction approaches. In summary, the results of the research indicate that waste within the design phase can be minimized, and the practice of sustainable construction in the UAE can be advanced through the proactive incorporation of digital technologies and engaged collaboration among stakeholders.
阿联酋是该地区增长最快的建筑行业之一,其可持续发展面临着在建筑设计阶段减少浪费的问题。本研究以阿联酋的案例研究为基础,着眼于设计废物策略,采用定性方法,基于对建筑领域专业人士的14次半结构化访谈。结果表明,造成设计阶段浪费的主要原因是工程复杂、气候恶劣、物流不足和先进技术利用率低。最新的策略包括遵守绿色建筑法规,使用被动式设计技术,以及更好的资源管理。新兴技术,包括建筑信息模型(BIM)和人工智能(AI),提供了预测和减少设计浪费的潜力;然而,它们的使用仍然有限。这个问题可能是由于知识不足,成本高,以及倾向于避免改变。该研究最重要的结论之一是,加强利益相关者的合作和治理框架对于在阿拉伯联合酋长国(UAE)的建筑行业采用可持续设计实践是必要的。这项研究的主要贡献是在设计阶段以证据为基础确定几个浪费驱动因素,以及构建可行的、技术支持的框架,以促进可持续的建筑方法。总而言之,研究结果表明,设计阶段的浪费可以最小化,阿联酋的可持续建筑实践可以通过积极结合数字技术和利益相关者之间的合作来推进。
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引用次数: 0
From crisis to crisis: Assessment of financial performance of SMEs in the healthcare sector in Visegrad Countries 从危机到危机:维谢格拉德国家医疗保健部门中小企业财务绩效评估
Q1 Economics, Econometrics and Finance Pub Date : 2026-03-01 Epub Date: 2025-12-25 DOI: 10.1016/j.joitmc.2025.100707
Anna Dunay , László Pataki , Csaba Bálint Illés , Mónika Hoschek , Judit Vitéz-Durgula
The living standards of the population in Visegrad Countries (V4) have long been below the EU and OECD averages, and the increase of negative impacts and crisis phenomena may be detected in their health systems, too. Our study examines the similarities and differences of the SMEs of healthcare sector in Visegrad Countries and their characteristics and common hallmarks of the overburdened healthcare system in which they are integrated. The aim of our research is to explore the similarities the financial indicators (liquidity, profitability, indebtedness, and efficiency) of SMEs in the healthcare sector of the four Visegrad Countries and to identify the possible clusters with similar financial typology. The research covers two crisis periods – from the 2008 financial and capital market crisis to the 2020 Covid-19 health crisis – and analyses the relationship and patterns in the financial performance of healthcare SMEs using correlation and cluster analysis. Based on our primary research results we found that the financial typology of SMEs in the healthcare sector in the Visegrad Countries shows similar characteristics in terms of liquidity – profitability – indebtedness – efficiency. Financial indicators of indebtedness and efficiency were significantly similar for all four countries. In addition, three relatively homogeneous groups could be formed according to the typical financial characteristics of each country.
维谢格拉德国家(V4)人口的生活水平长期低于欧盟和经合组织的平均水平,并且在其卫生系统中也可以发现负面影响和危机现象的增加。我们的研究考察了维谢格拉德国家医疗保健部门中小企业的异同之处,以及他们的特点和负担过重的医疗保健系统的共同标志。我们研究的目的是探索四个维谢格拉德国家医疗保健行业中小企业财务指标(流动性、盈利能力、负债和效率)的相似性,并确定具有相似财务类型的可能集群。本研究涵盖了两个危机时期——从2008年金融和资本市场危机到2020年Covid-19健康危机——并使用相关和聚类分析分析了医疗保健中小企业财务绩效的关系和模式。根据我们的初步研究结果,我们发现维谢格拉德国家医疗保健行业中小企业的财务类型在流动性-盈利能力-负债-效率方面表现出相似的特征。所有四个国家的负债和效率财务指标非常相似。此外,根据每个国家典型的财政特点,可以形成三个相对同质的集团。
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引用次数: 0
Adapting innovation management standards for rural SMEs: Evidence from a coffee producers’ association 适应农村中小企业的创新管理标准:来自咖啡生产者协会的证据
Q1 Economics, Econometrics and Finance Pub Date : 2026-03-01 Epub Date: 2026-02-19 DOI: 10.1016/j.joitmc.2026.100747
Natalia Karstegl , Sandra Bautista-Rodríguez , Manon Enjolras , Frédérique Mayer
This article presents a case study of a Colombian coffee producers’ association that examines how ISO 56002 principles can be operationalized in small agricultural organizations. While ISO 56002 provides a comprehensive framework for managing innovation, its theoretical language and systemic requirements often exceed the managerial capacities of Small and Medium-Sized Enterprises (SMEs). This research contributes to literature by proposing a simplified and context-sensitive approach to implementing the standard in rural environments. By applying qualitative methods, including interviews and document analysis, the study applied the Potential Innovation Index (PII) to assess the organization’s innovation maturity. Results indicated a *Passive* level of innovation, reflecting early but fragmented practices. From this diagnosis, the study developed tailored recommendations derived from ISO 56002, such as introducing digital communication channels to improve coordination and market access and creating knowledge management mechanisms to capture experiential learning. The main contribution lies in demonstrating how international innovation standards can be translated into actionable, low-complexity management practices for resource-constrained producer associations. This adaptation process offers practical guidance for embedding innovation capabilities in rural SMEs and provides empirical evidence on the contextual limitations of ISO-based innovation systems. Ultimately, the case advances understanding of inclusive innovation management by linking standardized frameworks with local learning dynamics and sustainable agricultural development. Beyond its immediate application, the case underscores the broader practical value of simplifying ISO 56002 for organizations with limited technical capacity and enriches academic discussions on how innovation standards can be reinterpreted to fit diverse SMEs contexts.
本文介绍了一个哥伦比亚咖啡生产商协会的案例研究,该协会研究了如何在小型农业组织中实施ISO 56002原则。虽然ISO 56002为管理创新提供了一个全面的框架,但其理论语言和系统要求往往超出了中小企业的管理能力。本研究通过提出一种在农村环境中实施标准的简化和上下文敏感的方法,为文献做出了贡献。本研究采用访谈和文献分析等定性方法,运用潜在创新指数(PII)对企业的创新成熟度进行评价。结果表明,创新处于“被动”水平,反映了早期但分散的实践。根据这一诊断,该研究根据ISO 56002制定了量身定制的建议,例如引入数字沟通渠道以改善协调和市场准入,并创建知识管理机制以获取经验学习。主要贡献在于展示了如何将国际创新标准转化为资源有限的生产者协会可操作的、低复杂性的管理实践。这一适应过程为在农村中小企业中嵌入创新能力提供了实践指导,并为基于iso的创新系统的背景局限性提供了实证证据。最后,本案例通过将标准化框架与当地学习动态和可持续农业发展联系起来,促进了对包容性创新管理的理解。除了其直接应用之外,该案例强调了简化ISO 56002对技术能力有限的组织的更广泛的实用价值,并丰富了关于如何重新解释创新标准以适应不同中小企业环境的学术讨论。
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引用次数: 0
Factors influencing circular transition towards the adoption of remanufacturing in the furniture sector 影响家具行业采用再制造的循环转型的因素
Q1 Economics, Econometrics and Finance Pub Date : 2026-03-01 Epub Date: 2026-02-14 DOI: 10.1016/j.joitmc.2026.100739
Malin Löfving , Mirka Kans

Background

The transition to a circular economy presents both opportunities and challenges for traditional manufacturing sectors. Remanufacturing is a key strategy for extending product lifecycles and reducing environmental impact, yet its adoption remains limited in the furniture industry.

Purpose

This study explores the factors influencing the adoption of remanufacturing in the furniture sector.

Method

A structured literature review and qualitative empirical study were conducted, including 21 interviews and two workshops with actors across the furniture value chain. A multi-level framework (macro, meso, micro) was used to analyze factors influencing the adoption of remanufacturing.

Findings

The results reveal that regulations and policies, customer attitudes, and procurement practices are critical macro-level factors. At the meso level, collaboration in the value chain was identified as a key factor. Micro-level factors include business models, operational practices, and design strategies.

Contribution

This study therefore expands existing literature about remanufacturing by identifying the factors on macro, meso and micro level for the original manufacturers, remanufacturers and customers in public sector in this study. Specifically, the study demonstrates the importance of collaboration in the value chain as well as need for new business models in this complex environment.
向循环经济的转型给传统制造业带来了机遇和挑战。再制造是延长产品生命周期和减少环境影响的关键策略,但其在家具行业的采用仍然有限。目的探讨影响家具行业再制造的因素。方法进行结构化文献综述和定性实证研究,包括21次访谈和两次研讨会,涉及家具价值链的参与者。采用宏观、中观、微观多层次框架分析影响再制造实施的因素。研究结果表明,法规和政策、客户态度和采购实践是关键的宏观层面因素。在中观层面,价值链中的协作被认为是一个关键因素。微观层面的因素包括业务模型、操作实践和设计策略。本研究扩充了现有文献关于再制造的研究,从宏观、中观和微观三个层面对公共部门原制造商、再制造商和客户的影响因素进行了识别。具体来说,该研究表明了在价值链中协作的重要性,以及在这种复杂环境中需要新的商业模式。
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引用次数: 0
From farm to plate: Q-analysis of consumer requirements in blockchain-based agri-food supply chains 从农场到餐桌:基于区块链的农业食品供应链中消费者需求的q分析
Q1 Economics, Econometrics and Finance Pub Date : 2026-03-01 Epub Date: 2026-02-28 DOI: 10.1016/j.joitmc.2026.100748
Pouyan Jahanbin , Stephen C. Wingreen , Ravishankar Sharma , Arnob Zahid
Blockchain platforms have revolutionized the food industry by establishing a more trustworthy supply chain. By providing a secure and open record of all transactions, blockchain technology helps improve food safety. This reassures consumers who may wish to ensure that products are guaranteed to meet certain dietary or nutritional standards. However, the adaptability of existing supply chains and consumers' full adoption of such systems remains a gap in scholarly research. This field study employs Q-methodology to explore the concourse of requirements and priorities of food consumers in blockchain-based agri-food supply chains. Abductive reasoning is utilized to elaborate on the subjective perspective of consumers when specifying the system design requirements of blockchain technology. Although the study is exploratory, testable hypotheses for future research are proposed using abductive reasoning pertaining to enhancing consumer trust and improving blockchain adoption in the agri-food supply chains (ASCs). This paper concludes that consumer-driven food production supported by blockchain-enabled ASCs is an effective pathway to understanding how blockchain features may be harnessed to reshape discerning consumers’ informed purchasing decisions in the evolving landscape of ASCs.
b区块链平台通过建立一个更值得信赖的供应链,彻底改变了食品行业。通过提供所有交易的安全公开记录,区块链技术有助于提高食品安全。这让消费者放心,他们可能希望确保产品保证符合某些饮食或营养标准。然而,现有供应链的适应性和消费者对这些系统的全面采用仍然是学术研究的空白。本实地研究采用q -方法论来探索基于区块链的农业食品供应链中食品消费者的需求和优先事项。在明确区块链技术的系统设计需求时,运用溯因推理阐述消费者的主观视角。虽然该研究是探索性的,但为未来的研究提出了可测试的假设,使用有关增强消费者信任和改善农业食品供应链(ASCs)中区块链的采用的溯因推理。本文的结论是,由支持区块链的ASCs支持的消费者驱动的食品生产是理解如何利用区块链特征来重塑在ASCs不断发展的环境中有洞察力的消费者明智的购买决策的有效途径。
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引用次数: 0
期刊
Journal of Open Innovation: Technology, Market, and Complexity
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