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Eco-innovative development of industrial ecosystems based on the quintuple helix 基于五重螺旋的工业生态系统生态创新发展
Q1 Decision Sciences Pub Date : 2024-04-12 DOI: 10.1016/j.ijis.2024.04.002
Elena Shkarupeta , Aleksandr Babkin

This article explores how eco-innovation practices are integrated into different industrial ecosystems in different national and regional contexts, and the role of the quintuple helix model in this integration. The research examines the collaborative interaction of academia, industry, government, civil society, and the natural environment in fostering an integrated eco-innovation ecosystem. The findings underscore the central role of the Quintuple Helix framework in effectively managing eco-innovation, suggesting a comprehensive approach that integrates environmental and societal concerns into a dynamic system for sustainable progress. The study shows that an ecosystem-based approach, underpinned by the quintuple helix, facilitates the rapid exchange of knowledge and resources essential to overcoming eco-innovation challenges, such as high R&D expenditures and the complex integration of sustainable technologies. The quintuple helix model emerges as a strategic imperative for concerted action to achieve eco-efficiency and eco-effectiveness. The study employs an innovative methodological framework based on Quintuple Helix projections using the Eco-Innovation Index (Eco-IS) and highlights significant trends in the roles of academia, industry, government, civil society, and the natural environment in eco-innovation, with a particular focus on their contributions to eco-innovation leaders, average performers, and catching-up groups. The article describes the different roles and interdependencies of the actors within the ecosystem and urges a coherent, networked strategy for managing eco-innovation, which is crucial for sustainable and responsible growth. Acknowledging the issue of externalities that complicate eco-innovation management, the article posits that the quintuple helix framework can better address these challenges by enabling shared R&D investments and broad diffusion of innovations. This research contributes to the discourse on sustainable industrial development by proposing the quintuple helix as a transformative model for improving eco-innovation performance and fostering a culture of sustainability.

本文探讨了在不同的国家和地区背景下,生态创新实践如何融入不同的工业生态系统,以及五螺旋模型在这种整合中的作用。研究探讨了学术界、工业界、政府、民间社会和自然环境在促进综合生态创新生态系统中的合作互动。研究结果强调了 "五重螺旋 "框架在有效管理生态创新方面的核心作用,提出了一种将环境和社会问题整合到一个动态系统中以实现可持续发展的综合方法。研究表明,以生态系统为基础、以五重螺旋为支撑的方法有利于知识和资源的快速交流,这对克服生态创新挑战(如高研发支出和复杂的可持续技术整合)至关重要。五螺旋模式是实现生态效率和生态效益的一致行动的战略需要。本研究采用了一种创新的方法框架,该框架基于生态创新指数(Eco-IS)的五重螺旋预测,并强调了学术界、工业界、政府、民间社会和自然环境在生态创新中的重要作用趋势,尤其关注了它们对生态创新领导者、平均表现者和追赶者群体的贡献。文章描述了生态系统中各行为体的不同角色和相互依存关系,并敦促制定协调一致的网络化生态创新管理战略,这对于可持续和负责任的增长至关重要。文章承认外部性问题使生态创新管理复杂化,认为五螺旋框架可以通过共享研发投资和创新的广泛传播,更好地应对这些挑战。这项研究提出了五重螺旋作为提高生态创新绩效和培养可持续文化的变革模式,为有关可持续工业发展的讨论做出了贡献。
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引用次数: 0
Reliability and validity of the public innovation Hexagon (PIH) as applied to the Spanish social services 应用于西班牙社会服务的公共创新六边形(PIH)的可靠性和有效性
Q1 Decision Sciences Pub Date : 2024-02-22 DOI: 10.1016/j.ijis.2024.02.004
Jaime Minguijón , Cecilia Serrano-Martínez , Esther Raya-Diez

Social services are a protection system that seeks to assist people throughout their lives. Innovation is essential for enabling us to respond to the problems that society is currently facing and to adapt to our changing world. This paper validates an instrument based on the Public Innovation Hexagon (PIH), for measuring the degree to which an innovation culture is being implemented in the Spanish social services system. A sample group of social services professionals were asked to complete a questionnaire based on the variables that make up the PIH model. After our initial validation of the PIH model, we reduced the 42 initial items to 32, while maintaining the initial six dimensions. The objective was to eliminate redundant items and ensure that the resulting end model was more solid and reliable. The new improved model (PIHn) that we created achieved greater consistency with a smaller number of items while maintaining the initial six dimensions.

社会服务是一种保护体系,旨在帮助人们度过一生。创新对于我们应对社会当前面临的问题和适应不断变化的世界至关重要。本文验证了一种基于公共创新六边形(PIH)的工具,用于衡量创新文化在西班牙社会服务体系中的实施程度。我们要求一组社会服务专业人员根据构成 PIH 模型的变量完成一份调查问卷。在对 PIH 模型进行初步验证后,我们将最初的 42 个项目减少到 32 个,同时保留了最初的六个维度。这样做的目的是消除冗余项目,确保最终模型更加坚实可靠。我们创建的新改进模型(PIHn)在保留最初六个维度的同时,通过减少项目数量实现了更高的一致性。
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引用次数: 0
Perceived value of microfinance and SME performance: The role of exploratory innovation 小额信贷的认知价值与中小企业绩效:探索性创新的作用
Q1 Decision Sciences Pub Date : 2024-02-21 DOI: 10.1016/j.ijis.2024.02.003
Christian Sarfo , Jing A. Zhang , Conor O'Kane , Paula O'Kane

This study examines how perceived value of microfinance and exploratory innovation affect small and medium-sized enterprises (SME) performance in the context of a developing nation. Drawing on the strategic innovation and microfinance literature, we hypothesize that (1) perceived value of microfinance affects exploratory innovation and SME performance, and (2) exploratory innovation serves as an effective mechanism through which microfinance enhances SME performance. We employ partial least squares structural equation modeling (PLS-SEM) to test our hypotheses. Using a sample of 581 Ghanaian SMEs with microfinance, the results of the PLS-SEM support our hypotheses. We further conducted a qualitative analysis of comments provided by the SMEs (n = 144) to gain a deeper understanding of exploratory innovation in developing economies. Our findings show that SMEs purposefully attempt to strengthen their exploratory innovation in microfinance. We discuss the theoretical and practical implications of these findings as well as future research avenues.

本研究以发展中国家为背景,探讨小额信贷的感知价值和探索性创新如何影响中小企业的绩效。借鉴战略创新和小额信贷文献,我们提出以下假设:(1) 小额信贷的感知价值会影响探索性创新和中小企业绩效;(2) 探索性创新是小额信贷提高中小企业绩效的有效机制。我们采用偏最小二乘结构方程模型(PLS-SEM)来检验我们的假设。通过对 581 家获得小额信贷的加纳中小企业进行抽样调查,PLS-SEM 的结果支持我们的假设。我们进一步对中小企业(n = 144)提供的评论进行了定性分析,以深入了解发展中经济体的探索性创新。我们的研究结果表明,中小企业有目的地试图加强其在小额信贷领域的探索性创新。我们讨论了这些发现的理论和实践意义以及未来的研究方向。
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引用次数: 0
Governance in the exploration of global and regional determinants of ICT development 探索全球和地区信息与传播技术发展决定因素中的治理问题
Q1 Decision Sciences Pub Date : 2024-02-08 DOI: 10.1016/j.ijis.2024.02.002
Charles S. Saba , Simplice A. Asongu , Nicholas Ngepah , Yolande E. Ngoungou

The present study assesses how governance affects information and communication technology (ICT) at the global level contingent on macroeconomic policy factors such as trade, foreign direct investment (FDI), manufacturing value added, and agricultural value added. The study focuses on 183 countries from 2003 to 2021, and the empirical evidence is based on the generalized method of moments (GMM). The following main findings are established. For the full sample, governance unconditionally promotes ICT development, while trade openness (industrial added value) moderates governance to promote (dampen) ICT development. In sub-Saharan Africa, only trade openness effectively moderates governance to induce an overall positive effect on ICT, while in the Middle East and North Africa (MENA) region, all policy variables moderate governance for an overall positive incidence on ICT sector development. The findings for the MENA region are confirmed in the Europe and Central Asia (ECA) region, with the exception of the moderating role of industrial added value, which engenders an overall negative effect. In the East and South Asia and the Pacific (ESAP) countries, one overall positive incidence is apparent in the role of trade openness, while net negative effects are established from the moderating roles of industrial added value and agricultural added value. In the American sub-sample, a positive (negative) net effect is apparent from the role of industrial added value (trade) in moderating the incidence of governance on ICT sector development. Finally, policy implications are discussed.

本研究评估了治理如何影响全球层面的信息和通信技术(ICT),取决于贸易、外国直接投资(FDI)、制造业增加值和农业增加值等宏观经济政策因素。本研究以 2003 年至 2021 年的 183 个国家为研究对象,采用广义矩方法(GMM)进行实证研究。主要结论如下。在全部样本中,治理无条件地促进了信息和通信技术的发展,而贸易开放度(工业附加值)则调节了治理对信息和通信技术发展的促进(抑制)作用。在撒哈拉以南非洲地区,只有贸易开放度能有效调节治理,从而对信息和通信技术产生总体积极影响,而在中东和北非地区,所有政策变量都能调节治理,从而对信息和通信技术部门的发展产生总体积极影响。中东和北非地区的研究结果在欧洲和中亚地区得到了证实,但工业附加值的调节作用除外,它产生了总体上的负面影响。在东亚、南亚和太平洋地区(ESAP)国家,贸易开放度的作用显然产生了整体正效应,而工业附加值和农业附加值的调节作用则产生了净负效应。在美国子样本中,工业附加值(贸易)在调节信息和通信技术部门发展的治理影响方面的作用明显产生正(负)净效应。最后,讨论了政策影响。
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引用次数: 0
The future of competitive advantage in Oman: Integrating green product innovation, AI, and intellectual capital in business strategies 阿曼竞争优势的未来:在商业战略中整合绿色产品创新、人工智能和智力资本
Q1 Decision Sciences Pub Date : 2024-02-07 DOI: 10.1016/j.ijis.2024.02.001
Fadi Abdelfattah , Mohammed Salah , Khalid Dahleez , Riyad Darwazeh , Hussam Al Halbusi

This study delves into the dynamics of green product innovation, artificial intelligence (AI) adaption, and intellectual capital, investigating their impact on the competitiveness of firms in Oman. It emphasizes the crucial role of government intervention and R&D investments in this process. Based on the responses of 214 top managers in Oman, the research employs structural equation modeling to analyze the intricate relationships between these factors. The findings underscore a significant positive correlation between green innovation, AI implementation, and intellectual capital, with government involvement and R&D investments as vital moderators. This study provides a novel perspective on the synergy of technology, innovation, and intellectual capital in developing economies. It offers essential insights for business leaders, policymakers, and scholars, highlighting the necessity of integrating advanced technologies and sustainable practices in business strategies to achieve competitive advantage. The research adds to the existing body of knowledge on innovation and competitiveness. It offers practical implications for enhancing firm performance in Oman and similar emerging markets.

本研究深入探讨了绿色产品创新、人工智能(AI)适应性和智力资本的动态,调查了它们对阿曼企业竞争力的影响。研究强调了政府干预和研发投资在这一过程中的关键作用。根据 214 位阿曼高层管理人员的回答,研究采用结构方程模型分析了这些因素之间错综复杂的关系。研究结果表明,绿色创新、人工智能实施和智力资本之间存在显著的正相关关系,而政府参与和研发投资则是重要的调节因素。这项研究为发展中经济体的技术、创新和智力资本的协同作用提供了一个新的视角。它为企业领导者、政策制定者和学者提供了重要的见解,强调了在企业战略中整合先进技术和可持续实践以实现竞争优势的必要性。这项研究为现有的创新和竞争力知识体系增添了新的内容。它对提高阿曼和类似新兴市场的企业绩效具有实际意义。
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引用次数: 0
Environmental, social, and governance performance and corporate innovation novelty 环境、社会和治理绩效与企业创新的新颖性
Q1 Decision Sciences Pub Date : 2024-01-17 DOI: 10.1016/j.ijis.2024.01.003
Wanyi Chen , Yuchuan Xie , Kang He

Environmental, social, and governance (ESG) performance, along with the novelty of innovation, are significant factors in promoting sustainable development for corporations. This study employs the Heckman two-stage model to examine the impact of ESG performance on innovation novelty using a dataset comprising A-share listed companies in the Shanghai and Shenzhen Stock Exchanges from 2011 to 2020. The results indicate that enhanced ESG performance significantly fosters innovation by expanding innovation resources and mitigating agency problems. Further analysis reveals that this relationship is more pronounced under high economic policy uncertainty, a challenging information environment, elevated financing constraints, and in the context of digital transformation. This study not only expands the research on the economic implications of ESG performance for enterprise innovation behavior but also places a distinct emphasis on innovation quality rather than quantity. Additionally, this study enriches the existing literature on the factors influencing innovation novelty and extends research into the link between environmental protection and firm innovation, particularly from the perspective of stakeholder theory. Furthermore, this study holds practical significance for governments aiming to enhance ESG evaluation systems and establish guiding policies that encourage novel innovations, ultimately contributing to sustainable and high-quality development. Simultaneously, this study provides guidance to enterprises by encouraging them to embrace green development, improve social responsibility, and elevate their governance standards to promote innovation quality.

环境、社会和治理(ESG)绩效以及创新新颖性是促进企业可持续发展的重要因素。本研究采用赫克曼两阶段模型,以 2011 年至 2020 年沪深证券交易所 A 股上市公司为数据集,考察了环境、社会和治理绩效对创新新颖性的影响。结果表明,ESG绩效的提高能扩大创新资源,缓解代理问题,从而显著促进创新。进一步的分析表明,在经济政策不确定性高、信息环境充满挑战、融资约束增加以及数字化转型的背景下,这种关系更为明显。本研究不仅拓展了环境、社会和治理绩效对企业创新行为的经济影响的研究,而且明显强调了创新的质量而非数量。此外,本研究还丰富了有关创新新颖性影响因素的现有文献,并拓展了有关环境保护与企业创新之间联系的研究,尤其是从利益相关者理论的角度进行的研究。此外,本研究对于各国政府加强环境、社会和治理评价体系,制定鼓励创新的指导性政策,最终促进可持续和高质量发展,也具有重要的现实意义。同时,本研究也为企业提供了指导,鼓励企业拥抱绿色发展,提高社会责任感,提升治理水平,促进创新质量的提高。
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引用次数: 0
How the adoption of industry 4.0 technologies is related to participation in global and domestic value chains: Evidence from Russia 采用工业 4.0 技术与参与全球和国内价值链的关系:来自俄罗斯的证据
Q1 Decision Sciences Pub Date : 2024-01-17 DOI: 10.1016/j.ijis.2024.01.002
Anna A. Fedyunina, Nikolay A. Gorodnyi, Yuri V. Simachev

This study explores the relationships among Industry 4.0 technologies, their application areas, and the involvement of Russian manufacturing firms in global and domestic value chains. We apply logit and multinomial logit regressions using an original survey dataset of approximately 1700 Russian manufacturing firms. We make a novel contribution to the literature by uncovering an asymmetry in adopting Industry 4.0 technologies among Russian industrial firms in domestic value chains (DVCs) and global value chains (GVCs). This asymmetry has the potential to impede GVC localization and DVC internationalization. Based on our results, software automation solutions are the only ones demonstrating statistical significance for firms participating simultaneously in GVCs, DVCs, and both GVCs and DVCs. Companies in DVCs demonstrate a broader utilization of Industry 4.0 technologies across various application areas. We also identify evidence of reshoring in DVCs, indicating that Industry 4.0 adoption encourages firms to establish enduring relationships with domestic suppliers. Highlighting that differences in technology adoption are influenced by external factors, including adherence to international standards and regulatory principles, we propose policy implications for developing countries. Recommendations encompass reducing entry barriers to DVCs, improving procurement transparency, and promoting competition in the digital solutions market to empower firms for seamless GVC integration.

本研究探讨了工业 4.0 技术及其应用领域与俄罗斯制造企业参与全球和国内价值链之间的关系。我们使用约 1700 家俄罗斯制造企业的原始调查数据集,进行了 logit 和多项式 logit 回归。我们发现了俄罗斯工业企业在国内价值链(DVC)和全球价值链(GVC)中采用工业 4.0 技术的不对称性,为相关文献做出了新的贡献。这种不对称有可能阻碍全球价值链的本地化和全球价值链的国际化。根据我们的研究结果,软件自动化解决方案是同时参与全球价值链、全球价值链和全球价值链以及全球价值链和全球价值链的企业中唯一具有统计意义的解决方案。参与直接价值链的企业在各个应用领域更广泛地使用了工业 4.0 技术。我们还发现了在直接价值链中进行再生产的证据,表明工业 4.0 的采用鼓励企业与国内供应商建立持久的合作关系。我们强调技术采用方面的差异受到外部因素的影响,包括国际标准和监管原则的遵守情况,并提出了对发展中国家的政策影响。我们的建议包括降低进入数字价值链的门槛,提高采购透明度,促进数字解决方案市场的竞争,从而增强企业的能力,实现全球价值链的无缝整合。
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引用次数: 0
Organizational ambidexterity, open innovation and innovation outputs: How do followers and low-flyer EU countries innovate? 组织灵活性、开放式创新和创新产出:追随者和低飞的欧盟国家如何创新?
Q1 Decision Sciences Pub Date : 2024-01-10 DOI: 10.1016/j.ijis.2024.01.001
João Leitão , Sónia de Brito , Dina Pereira

This study analyses the role played by organizational ambidexterity and open innovation in innovation outputs, considering business units with different levels of technological intensity (medium-high and high tech, and medium-low and low tech) for countries with different innovation profiles. The countries considered in this paper are i) Estonia and Slovenia as innovation followers; ii) Slovakia, Hungary, Spain, Czech Republic, Italy, Portugal, Norway, and Croatia as moderate innovators; and iii) Bulgaria, Lithuania and Romania as modest innovators. In the empirical approach, the research hypotheses arise from the literature review and are tested using secondary data collected from the Community Innovation Survey (CIS) 2010. The conceptual model is tested using the logistic regression method, which indicates suitable accuracy and reliability for empirical testing purposes. The evidence reveals that for innovation followers, ambidexterity has a greater influence on the practice of eco-innovation, marketing innovation, and product innovation. For moderate innovators, ambidexterity has a greater influence on the practice of product innovation, process innovation, and eco-innovation. Concerning modest innovators, ambidexterity has a greater influence on the practice of product innovation, process innovation, and eco-innovation. With regard to open innovation, for innovation followers, this has a negative influence on product innovation in medium-high and high-tech companies. For moderate innovators, open innovation has a greater influence in process, organizational, and eco-innovation. In the case of modest innovators, open innovation is more significant for innovation outputs in product, organizational, and marketing innovation. Size is not always positively related to innovation outputs.

本研究分析了组织灵活性和开放式创新在创新产出中发挥的作用,考虑了具有不同创新特征的国家的不同技术密集度(中高和高技术,以及中低和低技术)的业务单位。本文考虑的国家包括:i) 创新追随者爱沙尼亚和斯洛文尼亚;ii) 中等创新者斯洛伐克、匈牙利、西班牙、捷克共和国、意大利、葡萄牙、挪威和克罗地亚;iii) 适度创新者保加利亚、立陶宛和罗马尼亚。在实证方法中,研究假设源于文献综述,并使用从 2010 年社区创新调查(CIS)中收集的二手数据进行检验。使用逻辑回归法对概念模型进行了检验,该方法显示了实证检验的准确性和可靠性。实证结果表明,对于创新追随者而言,灵活性对生态创新、营销创新和产品创新的实践影响更大。对于中等创新者来说,灵活性对产品创新、流程创新和生态创新的影响更大。对于适度创新者而言,灵活性对产品创新、流程创新和生态创新的影响更大。关于开放式创新,对于创新追随者来说,开放式创新对中高技术企业的产品创新有负面影响。对于中等创新者来说,开放式创新对流程创新、组织创新和生态创新的影响更大。对于中等创新者来说,开放式创新对产品创新、组织创新和营销创新的影响更大。企业规模并非总是与创新产出正相关。
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引用次数: 0
Fostering firm innovativeness: Understanding the sequential relationships between human resource practices, psychological empowerment, innovative work behavior, and firm innovative capability 培养企业创新能力:了解人力资源实践、心理授权、创新工作行为和企业创新能力之间的顺序关系
Q1 Decision Sciences Pub Date : 2023-12-16 DOI: 10.1016/j.ijis.2023.12.001
Ruba Sami Al Daboub , Amro Al-Madadha , Ahmad Samed Al-Adwan

This study investigated the relationships between human resource (HR) practices, employee psychological empowerment, employee innovative work behavior, and firm innovation capability in the context of the Information and Communication Technology (ICT) sector in Jordan. Employing the Social Exchange Theory (SET) as a guiding framework, this study explored how employee psychological empowerment and innovative work behavior mediated the influence of HR practices on a firm's innovative capabilities. Drawing on extensive data collected from ICT organizations in Jordan, our analysis had several key findings. A significant positive correlation between HR practices and psychological empowerment was observed. Job design emerged as the most influential factor affecting psychological empowerment, whereas compensation had a weaker impact. Furthermore, we established that psychological empowerment significantly enhanced innovative work behavior, underscoring its role as a catalyst for innovative work behavior within the sector. Finally, our study supported the theory that psychological empowerment influenced a firms' innovation capabilities, emphasizing the pivotal role of employee empowerment in driving firm-level innovation in the Jordanian ICT sector. These findings provide insights for academic and practical audiences, clarifying how HR practices, employee psychological empowerment, and innovative work behavior collectively influenced firm innovation capability within the unique context of the Jordanian ICT sector.

本研究以约旦的信息与通信技术(ICT)行业为背景,调查了人力资源(HR)实践、员工心理授权、员工创新工作行为与企业创新能力之间的关系。本研究以社会交换理论(SET)为指导框架,探讨了员工心理授权和创新工作行为如何对人力资源实践对企业创新能力的影响起到中介作用。利用从约旦信息和通信技术组织收集到的大量数据,我们的分析得出了几项重要发现。人力资源实践与心理授权之间存在明显的正相关关系。工作设计是影响心理授权的最有影响力的因素,而薪酬的影响较弱。此外,我们还发现,心理授权能显著增强创新工作行为,这凸显了心理授权作为行业内创新工作行为催化剂的作用。最后,我们的研究支持了心理授权影响企业创新能力的理论,强调了员工授权在推动约旦信息和通信技术行业企业级创新中的关键作用。这些研究结果为学术界和实务界提供了见解,阐明了在约旦信息和通信技术行业的独特背景下,人力资源实践、员工心理授权和创新工作行为如何共同影响企业的创新能力。
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引用次数: 0
Challenges facing the USA in matching Germany in advanced manufacturing for green growth 美国在先进制造业促进绿色增长方面与德国竞争所面临的挑战
Q1 Decision Sciences Pub Date : 2023-11-28 DOI: 10.1016/j.ijis.2023.09.002
Mikael Skou Andersen

This study explores the relative strength of public policies promoting advanced manufacturing by comparing the government programs and capacities of two world leaders in science and technology: the USA and Germany. Based on insights from 'varieties-of-capitalism' literature and using process tracing methodology, this study identifies significant differences in today's pursuit of advanced manufacturing. The German model of Rhine capitalism has strength due to its long tradition of diversified quality work, built on a long-term commitment to government-industry collaboration, with significant indirect public support provided by vocational training and research institutes. The American model of Manchester capitalism has been challenged by the loss of millions of low-skilled manufacturing jobs due to outsourcing and competition from Asia. The study finds that the “Manufacturing USA” policy initiative of the Obama era, although directly inspired by Germany's Fraunhofer institutes, is hampered by the contextual and institutional circumstances identified. With biobased carbon fibers offering the potential of a novel, low-cost material, pursued with research and development (R&D) efforts in both countries, it provides a measure for evaluating policy outcomes, and the study confirms Germany's technological lead. In addition, the study's process-tracing methodology reveals that significant legacies from German knowledge creation in the past have spilled over to American science and technology, and may continue to do so, lured by government funds. Further studies on advanced manufacturing should test the robustness of these findings.

本研究通过比较美国和德国这两个世界科技领先国家的政府计划和能力,探讨促进先进制造业的公共政策的相对优势。本研究基于 "资本主义变种 "文献中的见解,并采用过程追踪方法,找出了当今在追求先进制造业方面的显著差异。德国莱茵河资本主义模式的优势在于其长期的多元化优质工作传统,建立在政府与产业合作的长期承诺之上,并通过职业培训和研究机构提供大量间接的公共支持。由于外包和来自亚洲的竞争,数百万低技能制造业岗位流失,美国的曼彻斯特资本主义模式受到挑战。研究发现,奥巴马时代的 "美国制造 "政策倡议虽然直接受到德国弗劳恩霍夫研究所的启发,但却受到所确定的背景和制度环境的阻碍。由于生物基碳纤维提供了一种新型、低成本材料的潜力,两国都在努力进行研究与开发(R&D),这为评估政策成果提供了一个衡量标准,研究证实了德国在技术上的领先地位。此外,该研究的过程追踪方法揭示出,德国过去创造知识的重要遗产已经外溢到美国的科技领域,并可能在政府资金的吸引下继续外溢。对先进制造业的进一步研究应检验这些发现的稳健性。
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International Journal of Innovation Studies
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