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Artificial intelligence and wealth inequality: A comprehensive empirical exploration of socioeconomic implications 人工智能与财富不平等:对社会经济影响的全面实证探索
IF 10.1 1区 社会学 Q1 SOCIAL ISSUES Pub Date : 2024-09-20 DOI: 10.1016/j.techsoc.2024.102719
This study introduces a global database on artificial intelligence (AI) capital stock and related AI indicators. Using the data constructed, we investigate the impact of AI and capital stock accumulation on wealth inequality, a dimension not extensively explored in the literature. This study contributes to the growing body of literature on the socioeconomic consequences of AI, with implications for scholars, policymakers, and corporate executives. An innovative database detailing AI capital stock is developed by incorporating data from various sources, including corporate reports, industry databases, and scholarly literature. This novel dataset, focusing on the US, the EU, and Japan from 1995 to 2020, is a critical resource for future investigations. The research methodology is centered on an extended Solow–Swan model, conceptualizing AI as a form of capital that can substitute for or complement traditional forms of labor. A panel-corrected standard errors model is used to analyze the data, accounting for potential cross-sectional dependence and heteroscedasticity. Our findings reveal a positive and statistically significant correlation between AI technology adoption, AI capital stock accumulation, and wealth disparity. The analysis further indicates a complex interaction between income and wealth disparities, suggesting a mutually reinforcing cycle. This study fills a significant gap in the existing literature by offering a novel perspective on the distributional impact of AI. Our results underscore the importance of considering the broader socioeconomic implications of AI, extending beyond considerations of immediate productivity and economic growth. This study offers valuable insights for policy formulation and business decision making, emphasizing the necessity of a comprehensive understanding of the influence of AI on wealth distribution.
本研究介绍了一个关于人工智能(AI)资本存量和相关 AI 指标的全球数据库。利用所构建的数据,我们研究了人工智能和资本存量积累对财富不平等的影响,这是文献中尚未广泛探讨的一个维度。这项研究为越来越多关于人工智能社会经济后果的文献做出了贡献,对学者、政策制定者和企业高管都有借鉴意义。通过整合各种来源的数据,包括企业报告、行业数据库和学术文献,我们开发了一个详细介绍人工智能资本存量的创新数据库。这个新颖的数据集重点关注 1995 年至 2020 年美国、欧盟和日本的情况,是未来研究的重要资源。研究方法以扩展的索洛-斯旺模型为核心,将人工智能概念化为一种资本形式,可以替代或补充传统形式的劳动力。采用面板校正标准误差模型分析数据,考虑潜在的横截面依赖性和异方差性。我们的研究结果表明,人工智能技术的采用、人工智能资本存量的积累和贫富差距之间存在统计意义上的显著正相关。分析进一步表明,收入差距和财富差距之间存在复杂的互动关系,这表明两者之间存在相互促进的循环。本研究填补了现有文献的一个重要空白,提供了一个关于人工智能分配影响的新视角。我们的研究结果强调了考虑人工智能更广泛的社会经济影响的重要性,而不仅仅是考虑眼前的生产力和经济增长。这项研究为政策制定和商业决策提供了宝贵的见解,强调了全面理解人工智能对财富分配影响的必要性。
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引用次数: 0
Creativity and collaborative performance of artists and STEM professionals 艺术家和 STEM 专业人员的创造力与合作表现
IF 10.1 1区 社会学 Q1 SOCIAL ISSUES Pub Date : 2024-09-18 DOI: 10.1016/j.techsoc.2024.102718
This study examines the relationship between creativity and performance in collaborations between artists and STEM professionals. It investigates the antecedent factors of the creativity of artists and STEM professionals and elaborates on the performance of temporal and imperfect organizational creativity. A survey was administered to 969 Korean artists and STEM professionals, of which data on 131 respondents with experience of art and STEM collaboration were used for the empirical analysis by applying a structural equation model. The results show that an individual's intrinsic motivation, and creative personality characteristic positively influence creativity collaborative performance. Intrinsic motivation and creative personality characteristics positively influenced collaborative performance by the mediation of creativity. Our study contributes to the literature by deepening our understanding of creativity and collaboration between artists and STEM professionals, particularly in temporary and imperfect organizational creativity, which has not been addressed in existing discussions of creativity. This confirms that artists and STEM professionals have common antecedent factors of creativity, and that the coexistence of scientific and artistic creativity has a positive impact on collaborative performance.
本研究探讨了艺术家与科技、工程和数学专业人员合作中创造力与绩效之间的关系。它调查了艺术家和 STEM 专业人员创造力的前因因素,并阐述了时间性和不完美组织创造力的绩效。通过结构方程模型,对 969 名韩国艺术家和 STEM 专业人员进行了调查,并对其中 131 名有艺术和 STEM 合作经验的受访者的数据进行了实证分析。结果表明,个人的内在动机和创造性人格特征会对创造性合作绩效产生积极影响。内在动机和创造性人格特征通过创造力的中介作用对合作绩效产生积极影响。我们的研究加深了我们对艺术家与 STEM 专业人员之间的创造力与合作的理解,尤其是在临时性和不完善的组织创造力方面,从而为文献做出了贡献。这证实了艺术家和 STEM 专业人员具有共同的创造力前因因素,科学创造力和艺术创造力的共存对合作绩效具有积极影响。
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引用次数: 0
Enhancing innovation in aviation: Applying the Triple Helix Model and PMBOK in the UAE-Sweden partnership 加强航空创新:在阿联酋-瑞典伙伴关系中应用三重螺旋模型和 PMBOK
IF 10.1 1区 社会学 Q1 SOCIAL ISSUES Pub Date : 2024-09-17 DOI: 10.1016/j.techsoc.2024.102713

To sustain economic growth and generate new ideas for innovation, academia, industries, and governments should cooperate to develop successful research and development ecosystems. Indeed, the collaboration between these parties is required to extend beyond the basic funding provided by industries to research projects conducted by universities. Hence, collaboration must occur in an integrated environment so that each party plays its role including problem identification, setting the regulations, funding, conducting the research, etc. On the other hand, due to globalization, collaboration in research and development has become international where teams from different countries or continents collaborate in various ways. Indeed, the integrated collaboration between industry, governments, and academia improves the impact of the research outcome on society by addressing problems of interest to society while involving all the concerned parties. One of the known frameworks in this context, the Triple Helix Model (THM), has been used in this study to foster international collaboration in aviation. The international collaboration involved two universities representing academia, civil aviation authorities, public funding bodies, and air navigation services representing the government bodies, in addition to aviation industries from Sweden and the United Arab Emirates. The focus of the collaboration was the development of knowledge-based open innovation in the form of a traffic management tool that optimizes, simulates, and visualizes delivery scenarios of unmanned aerial vehicles (UAVs).

This paper aims to formalize the collaborative framework that has been used in the international collaboration mentioned above, and that combines the THM and PMBOK models so that it can be used for managing innovation projects of similar nature throughout their lifecycle. Moreover, the challenges that have been encountered by the teams involved in the collaboration are discussed in this paper in addition to the mitigation strategies that have been used to overcome them which can be beneficial for other similar collaborations. Finally, the study results encourage industries, governments, and universities to establish further projects based on the same framework to spur and maximize knowledge-based innovation for social and financial growth.

为了保持经济增长并产生新的创新理念,学术界、产业界和政府应合作发展成功的研发生态系统。事实上,这些各方之间的合作必须超越产业界提供的基本资金,扩大到大学开展的研究项目。因此,合作必须在一个综合的环境中进行,以便各方都能发挥自己的作用,包括发现问题、制定法规、提供资金、开展研究等。另一方面,由于全球化的发展,研发合作已经国际化,来自不同国家或大洲的团队以各种方式开展合作。事实上,产业界、政府和学术界之间的综合合作可以通过解决社会关心的问题,同时让所有相关方参与进来,从而提高研究成果对社会的影响。本研究采用了这方面的一个已知框架,即三重螺旋模型 (THM),以促进航空领域的国际合作。国际合作涉及代表学术界的两所大学、代表政府机构的民航当局、公共资助机构和空中导航服务机构,以及瑞典和阿拉伯联合酋长国的航空业。合作的重点是以交通管理工具的形式开发基于知识的开放式创新,该工具可优化、模拟和可视化无人驾驶飞行器(UAV)的交付场景。本文旨在正式确定上述国际合作中使用的合作框架,该框架结合了 THM 和 PMBOK 模型,可用于管理类似性质的创新项目的整个生命周期。此外,本文还讨论了参与合作的团队所遇到的挑战,以及为克服这些挑战而采取的缓解策略,这对其他类似合作也有裨益。最后,研究结果鼓励各行业、政府和大学在相同框架的基础上建立更多项目,以推动和最大限度地利用知识创新促进社会和经济增长。
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引用次数: 0
Development of an automated urban heritage monitoring tool: Between a techno-fix and fallacy 开发城市遗产自动监测工具:介于技术修复与谬误之间
IF 10.1 1区 社会学 Q1 SOCIAL ISSUES Pub Date : 2024-09-16 DOI: 10.1016/j.techsoc.2024.102717

The preservation of urban heritage is one of the main challenges for contemporary society and an important task for governments. The administration of urban heritage preservation (UHP) requires effective methods, as well as sufficient material and human resources. The administrative practice of UHP is embedded in the relevant regulatory framework, which comprises legislative and normative acts at municipal, national, and international levels. The scale and range of heritage objects to be monitored, the complex statutory basis of the regulatory framework, and the traditionally low human and material resources of city administrations all contribute to the ineffectiveness of UHP practice in the UNESCO World Heritage Site of Vilnius.

Advances in technologies such as 3D spatial scanning and AI-based image processing offer the promise of a technological fix to the ineffective administrative practice. In this paper, we present a grounded design study aimed at developing a technology prototype for an automated urban heritage risk monitoring tool. Originally conceived as a techno-fix to the inefficiency of administrative practice, the prototype development reveals tensions and stumbling blocks within digitalisation efforts. Using the analytical lens of the Trifecta model of IT-based regulation, the case study examines the interaction between technological and administrative domains in shaping technology design choices.

Based on this case study, we critique the notion that IT is perceived as capable of providing “techno-fix” solutions to tasks requiring reflective human decision-making, especially when such solutions are expected to be effective without first redesigning the entire organisational system. The paper concludes with a discussion on the limits of automating administrative practices and identifies specific avenues for further research into the digitalisation of urban heritage preservation.

保护城市遗产是当代社会面临的主要挑战之一,也是政府的一项重要任务。管理城市遗产保护(UHP)需要有效的方法以及充足的物质和人力资源。城市遗产保护(UHP)的行政管理实践植根于相关的监管框架,包括市政、国家和国 际层面的立法和规范性法案。需要监测的遗产物的规模和范围、监管框架复杂的法律依据以及城市管理部门历来较少的人力和物力资源,都是造成维尔纽斯联合国教科文组织世界遗产地超高水文计划实践效率低下的原因。在本文中,我们介绍了一项基础设计研究,旨在开发城市遗产风险自动监测工具的技术原型。原型开发的初衷是通过技术手段解决行政管理效率低下的问题,但它揭示了数字化工作中存在的矛盾和绊脚石。基于该案例研究,我们批评了这样一种观念,即信息技术被认为能够为需要反思人类决策的任务提供 "技术修复 "解决方案,尤其是当这种解决方案被期望在不首先重新设计整个组织系统的情况下就能有效时。本文最后讨论了行政管理自动化的局限性,并指出了进一步研究城市遗产保护数字化的具体途径。
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引用次数: 0
Analysis of the functional dynamics of innovation for inclusive development systems: An event history analysis of the Nigerian growth enhancement support scheme 创新促进包容性发展系统的功能动态分析:尼日利亚增长促进支持计划的事件史分析
IF 10.1 1区 社会学 Q1 SOCIAL ISSUES Pub Date : 2024-09-14 DOI: 10.1016/j.techsoc.2024.102716
Several studies have explored and examined the performance of technological innovation systems by assessing the functional dynamics. However, few studies have examined this in the context of innovation for inclusive development systems (I4IDS). This paper, therefore, aims to contribute to the conceptual and methodological basis of the functional dynamics of I4IDS by analysing Nigeria's Growth Enhancement Support (GES) Scheme. This paper seeks answers to the following questions: How can the functions of innovation systems be used to analyse the dynamics of I4IDS? What inducement and blocking mechanisms determine the evolution of I4IDS? and Which motors of innovation can be identified within the domain of I4IDS? This article uses a qualitative and empirical approach, the event history analysis, to explore how the GES Scheme's structural and functional components interact within the innovation system framework. By using events as the unit of analysis, we identify and map the functions, analyse the interactions, and build a narrative that examines over time, the functional dynamics of I4IDS. Through this, it becomes practicable to assess the different forms of cumulative causation and how these influence the build-up or breakdown of I4IDS, as well as identify the dominant forms of cumulative causation (motors) in each episode. As a contribution to knowledge, the trend pattern is depicted by the giver-receiver-participate framework while the typology of motors of innovation literature is expanded to a new motor relevant to the I4IDS context: demand-pull motor. We believe that the use of motors of innovation in the I4IDS context will contribute to the theoretical underpinnings of the emerging literature on the systemic evaluation of innovation systems.
有几项研究通过评估功能动态来探索和研究技术创新系统的绩效。然而,很少有研究在创新促进包容性发展系统(I4IDS)的背景下对此进行研究。因此,本文旨在通过分析尼日利亚的 "增长促进支持计划"(GES),为 I4IDS 功能动态的概念和方法论基础做出贡献。本文试图回答以下问题:如何利用创新系统的功能来分析 I4IDS 的动态?哪些诱导和阻碍机制决定了 I4IDS 的演变?本文采用定性和实证的方法,即事件历史分析法,来探讨全球创新生态系统计划的结构和功能组成部分如何在创新系统框架内相互作用。通过以事件为分析单位,我们确定并绘制了各项功能的地图,分析了各项功能之间的相互影响,并建立了一个随着时间推移对 I4IDS 功能动态进行研究的叙述。通过这种方法,我们可以评估不同形式的累积因果关系,以及这些因果关系如何影响 I4IDS 的形成或瓦解,并确定每个事件中累积因果关系的主要形式(发动机)。作为对知识的贡献,"给予者-接受者-参与者 "框架描绘了趋势模式,而创新文献中的发动机类型则扩展到与 I4IDS 相关的新发动机:需求-拉动发动机。我们相信,在 I4IDS 背景下使用创新发动机将有助于为新出现的创新系统评估文献奠定理论基础。
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引用次数: 0
Development of the hostility and inclusion in gaming scale (HIGS): A gender-based analysis 开发游戏中的敌意和包容量表(HIGS):基于性别的分析
IF 10.1 1区 社会学 Q1 SOCIAL ISSUES Pub Date : 2024-09-13 DOI: 10.1016/j.techsoc.2024.102711
Electronic gaming is one of the fastest growing segments of the sports, entertainment, and technology industries. While the electronic nature of the industry offers many advantages, electronic platforms create psychological distance between players and perceived anonymity conducive to cyberbullying and cyber incivility, especially for those who do not identify as cis-gender men/boys. Therefore, there is an increasing need to establish credible and reliable tools to measure cultures of hostility, toxicity, and inclusion in electronic gaming. Consequently, the current study resulted in the development of the first known rigorous quantitative examination of hostility and inclusion in gaming, the HIGS. A five-stage process involving three samples (Sample 1 N = 150, Sample 2 N = 157, Sample 3 N = 246) was utilized. The results of this study led to the development of the HIGS with five distinct factors (gender/genre zoning and access discrimination, hegemonic masculinity, harassment/treatment discrimination, stereotypes and stigmas, and imposter syndrome). Several implications are outlined with a specific focus on how organizations, leagues, and teams can seek to implement the scale to better gauge their culture of inclusion for a variety of groups. The HIGS was designed to be applied across all gaming types and the subsequent results can inform all aspects of gaming policy and decision-making. The full scale is provided within the appendix.
电子游戏是体育、娱乐和技术产业中发展最快的领域之一。虽然该行业的电子性质带来了许多优势,但电子平台也造成了玩家之间的心理距离和匿名感,有利于网络欺凌和网络不文明行为的发生,尤其是对于那些不认同顺性性别的男性/男生而言。因此,越来越需要建立可信可靠的工具来衡量电子游戏中的敌意文化、毒性文化和包容文化。因此,本研究开发出了首个对游戏中的敌意和包容性进行严格定量检测的工具--HIGS,该工具分为五个阶段,涉及三个样本(样本 1 N = 150,样本 2 N = 157,样本 3 N = 246)。这项研究的结果导致了 HIGS 的发展,其中包含五个不同的因素(性别/流派分区和准入歧视、霸权主义大男子主义、骚扰/待遇歧视、刻板印象和污名化以及冒名顶替综合症)。本报告概述了该量表的若干影响,并特别强调了各组织、联盟和团队如何实施该量表,以更好地衡量其对不同群体的包容文化。HIGS 的设计适用于所有游戏类型,其结果可为游戏政策和决策的各个方面提供参考。附录中提供了完整的量表。
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引用次数: 0
Telemedicine and transformative health access for millennials-Gen Z: PLS-SEM based behavioral exploration 远程医疗与千禧一代 Z 世代的变革性医疗服务:基于 PLS-SEM 的行为探索
IF 10.1 1区 社会学 Q1 SOCIAL ISSUES Pub Date : 2024-09-12 DOI: 10.1016/j.techsoc.2024.102714

Global health system is rapidly transitioning from conventional models to inclusive digital healthcare due to the pandemic and technological advancements. This transition has led to widespread telemedicine adoption in response to healthcare needs. In Indonesia, the implementation of telemedicine has increased significantly after enacting relevant policies due to limited healthcare accessibility. The younger demographic, namely Millennials and Gen Z plays an important role in adopting this technology, offering significant potential for future development and research. Despite the significance of this technology, existing literature lacks a comprehensive psychological analysis of digital transformation in telemedicine adoption, particularly concerning Millennials-Gen Z. Therefore, this research aimed to construct telemedicine adoption model by integrating psychological aspects of digital transformation and multidimensional planned behavior. A total of 205 Millennials-Gen Z telemedicine users were included in the survey. The results showed that commitment to digital health transformation among these age groups significantly influenced telemedicine adoption. Readiness to engage in transformation influenced behavioral planning, while beliefs, attitudes, social norms, and self-control intricately impacted an inclination and willingness. Furthermore, it was discovered that behavioral intention contributed to enhancing the user experience of telemedicine services. These results offered substantial theoretical and practical implications, guiding providers and policymakers in constructing telemedicine services that catered to public health equity.

由于大流行病和技术进步,全球医疗系统正迅速从传统模式向包容性数字医疗过渡。这一转变促使远程医疗被广泛采用,以满足医疗保健需求。在印度尼西亚,由于医疗服务的可及性有限,在颁布相关政策后,远程医疗的实施率大幅提高。千禧一代和 Z 世代等年轻群体在采用该技术方面发挥了重要作用,为未来的发展和研究提供了巨大潜力。尽管这项技术意义重大,但现有文献缺乏对远程医疗采用中的数字化转型进行全面的心理分析,尤其是针对千禧一代和 Z 世代。共有 205 名千禧一代 Z 世代远程医疗用户参与了调查。结果显示,这些年龄组对数字医疗转型的承诺极大地影响了远程医疗的采用。参与转型的准备程度影响了行为规划,而信念、态度、社会规范和自我控制则对倾向和意愿产生了错综复杂的影响。此外,研究还发现,行为意向有助于提升用户对远程医疗服务的体验。这些结果具有重要的理论和实践意义,可指导医疗服务提供者和政策制定者构建符合公共卫生公平的远程医疗服务。
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引用次数: 0
Does artificial intelligence drive technology convergence? Evidence from Chinese manufacturing companies 人工智能能否推动技术融合?来自中国制造企业的证据
IF 10.1 1区 社会学 Q1 SOCIAL ISSUES Pub Date : 2024-09-12 DOI: 10.1016/j.techsoc.2024.102715

With the rapid rise of artificial intelligence (AI), seemingly unrelated technological domains have become closely interconnected, creating favorable conditions for achieving deep convergence between technologies. This study, drawing on the resource-based view theory, investigates the relationship between AI applications and technology convergence, while analyzing the moderating role of digital orientation. We chose Chinese A-share listed manufacturing companies from 2015 to 2022 as our research sample to validate our hypotheses. Empirical results indicate that the application of AI has a positive impact on both novel and reinforced technology convergence. Furthermore, firms with a high level of digital orientation enhance the positive effects of AI applications on novel and reinforced technology convergence. The research findings contribute empirically to the field of AI and technology convergence, offering valuable insights for firms on how to leverage AI to drive technology convergence.

随着人工智能(AI)的迅速崛起,看似互不相关的技术领域变得紧密相连,为实现技术间的深度融合创造了有利条件。本研究借鉴资源观理论,研究人工智能应用与技术融合之间的关系,同时分析数字化导向的调节作用。我们选取了2015年至2022年的中国A股制造业上市公司作为研究样本,以验证我们的假设。实证结果表明,人工智能的应用对新技术融合和强化技术融合都有积极影响。此外,数字化导向程度高的企业能增强人工智能应用对新技术和强化技术融合的积极影响。研究结果为人工智能和技术融合领域做出了实证贡献,为企业如何利用人工智能推动技术融合提供了有价值的见解。
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引用次数: 0
Potential application of generative artificial intelligence and machine learning algorithm in oil and gas sector: Benefits and future prospects 生成式人工智能和机器学习算法在石油和天然气领域的潜在应用:优势与前景
IF 10.1 1区 社会学 Q1 SOCIAL ISSUES Pub Date : 2024-09-11 DOI: 10.1016/j.techsoc.2024.102710

With the rapid advancement of technology and societies, the global energy sector now acknowledges that by integrating contemporary digital technologies into their operations and capabilities, can improve their competitive advantage and innovation performance and processes. Moreover, energy operators are also facing a significant undertaking: how to best use and secure large amounts of data that promote sustainable productivity performance and minimise potential threats in the oil and gas value chain and project operations. In view of the foregoing, various facets like Generative Artificial Intelligence (GAI) and Machine Learning Algorithms (MLA) are increasingly gaining popularity within oil and gas sector operations. Thus, we explored how GAI and ML algorithms can enhance oil and gas value chain productivity performance. The Principal Component Analysis (PCA) was employed to identify significant GAI and MLA variables influencing performance in the oil and gas value chain, while Structural Equation Modelling (SEM) was used to test regression equations related to their application. The study found that risk portfolios and profiles can be appraised throughout the value chain by effectively utilising GAI and ML algorithms in upstream, midstream and downstream undertakings. While these findings are noteworthy and have significant implications for current practice, the paper advocates that an array of digital technologies beyond GAI and ML can still be examined during future studies to demonstrate a holistic perspective on how digital transformation can be achieved across the energy sector value and project operations.

随着技术和社会的飞速发展,全球能源行业现已认识到,通过将当代数字技术融入其运营和能力,可以提高其竞争优势和创新绩效及流程。此外,能源运营商还面临着一项重大任务:如何以最佳方式利用和保护大量数据,以促进可持续的生产绩效,并最大限度地减少石油和天然气价值链和项目运营中的潜在威胁。有鉴于此,生成式人工智能(GAI)和机器学习算法(MLA)等各种方法在石油和天然气行业的运营中越来越受欢迎。因此,我们探讨了 GAI 和 ML 算法如何提高石油和天然气价值链的生产力绩效。我们采用了主成分分析法(PCA)来确定影响石油和天然气价值链绩效的重要 GAI 和 MLA 变量,同时采用结构方程建模法(SEM)来检验与它们的应用相关的回归方程。研究发现,通过在上游、中游和下游企业中有效利用 GAI 和 ML 算法,可以对整个价值链的风险组合和概况进行评估。虽然这些研究结果值得关注,并对当前实践具有重要意义,但本文认为,在未来的研究中,仍可对 GAI 和 ML 以外的一系列数字技术进行研究,以展示如何在整个能源行业价值和项目运营中实现数字化转型的整体视角。
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引用次数: 0
The impact of industrial robots on low-carbon green performance: Evidence from the belt and road initiative countries 工业机器人对低碳绿色绩效的影响:来自 "一带一路 "倡议国家的证据
IF 10.1 1区 社会学 Q1 SOCIAL ISSUES Pub Date : 2024-09-10 DOI: 10.1016/j.techsoc.2024.102712

Global warming is intensifying, with Belt and Road Initiative (BRI) countries accounting for over two-thirds of global carbon dioxide emissions. As a pivotal technology in advanced manufacturing, industrial robots significantly impact the overall carbon footprint through their role in production processes. This study examines how the use of industrial robots influences the Low-Carbon Green Performance (LCGP) across BRI nations, utilizing a dataset spanning from 2004 to 2020. The findings reveal that the integration of industrial robots notably boosts the LCGP within these countries, a conclusion supported by extensive robustness evaluations. The novelty of this study lies in uncovering the underlying mechanism by which industrial robots improve LCGP through the promotion of technological innovation. Specifically, we find that industrial robots have a pronounced effect on technological progress (TC), an impact that is further amplified by increases in labor productivity and human capital levels. This discovery provides policy implications for BRI governments, suggesting that actively promoting the development of industrial robots can accelerate energy transformation and upgrading, thereby reducing carbon emissions. Our research fills a significant void concerning the environmental impact of industrial robots and offers new perspectives and strategies for BRI countries to achieve low-carbon development goals. These findings contribute significant theoretical and practical value to global environmental protection and sustainable development.

全球变暖正在加剧,"一带一路 "倡议(BRI)国家的二氧化碳排放量占全球总量的三分之二以上。作为先进制造业的关键技术,工业机器人在生产过程中的作用对整体碳足迹产生了重大影响。本研究利用 2004 年至 2020 年的数据集,探讨了工业机器人的使用如何影响金砖四国的低碳绿色绩效(LCGP)。研究结果表明,工业机器人的集成显著提高了这些国家的低碳绿色绩效,这一结论得到了广泛的稳健性评估的支持。本研究的新颖之处在于揭示了工业机器人通过促进技术创新提高 LCGP 的内在机制。具体来说,我们发现工业机器人对技术进步(TC)有明显的影响,而劳动生产率和人力资本水平的提高又进一步放大了这种影响。这一发现为金砖国家政府提供了政策启示,表明积极推动工业机器人的发展可以加快能源转型和升级,从而减少碳排放。我们的研究填补了有关工业机器人环境影响的重大空白,为金砖国家实现低碳发展目标提供了新的视角和策略。这些研究成果对全球环境保护和可持续发展具有重要的理论和实践价值。
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Technology in Society
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