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Local environmental constraints and city's position in dual value chain: What role does digital technology play? 当地环境制约因素和城市在双重价值链中的地位:数字技术发挥了什么作用?
IF 10.1 1区 社会学 Q1 SOCIAL ISSUES Pub Date : 2024-08-08 DOI: 10.1016/j.techsoc.2024.102679

Local environmental constraints are capable of regulating market and affecting dual value chain (DVC), digital technology, such as information technology, big data, Internet of Things, cloud computing, blockchain and artificial intelligence, can optimize the policy effectiveness. Based on a dataset of 278 Chinese cities during 2011–2019, this article explores the non-linear effects of local environmental constraints on city's position in DVC, and then captures the role of digital technology in this process. Results confirm an inverted U-shaped effect of direct environmental constraint on DVC, while indirect environmental constraint shows positive U-shaped curve and needs more than 0.2864 to generate promotion effect. Besides, carbon control policies significantly increase the promotion effect of indirect environmental constraint on DVC. Digital technology in interval [8.6972, 9.8902] can most effectively amplify the policy effectiveness of local environmental constraints, which makes a gentler inverted U-shaped curve of direct environmental constraint, and reverses the indirect environmental constraint to an inverted U-shaped effect. This article provides new perspectives for a balanced development between local environmental constraints and DVC in the digital era.

地方环境约束能够调节市场并影响双价值链(DVC),而信息技术、大数据、物联网、云计算、区块链和人工智能等数字技术能够优化政策效果。本文基于 2011-2019 年间 278 个中国城市的数据集,探讨了地方环境约束对城市在双价值链中地位的非线性影响,进而捕捉了数字技术在这一过程中的作用。结果证实,直接环境约束对DVC的影响呈倒U型,而间接环境约束呈正U型曲线,需要大于0.2864才能产生促进作用。此外,碳控制政策能明显提高间接环境约束对 DVC 的促进作用。区间[8.6972, 9.8902]内的数字技术能最有效地放大局部环境约束的政策效果,使直接环境约束的倒 U 型曲线更加平缓,并使间接环境约束的倒 U 型效果发生逆转。本文为数字时代地方环境约束与 DVC 的平衡发展提供了新的视角。
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引用次数: 0
Omnichannel operations in the automotive aftermarket: Consumer reactions to various strategies 汽车售后市场的全渠道运营:消费者对各种战略的反应
IF 10.1 1区 社会学 Q1 SOCIAL ISSUES Pub Date : 2024-08-06 DOI: 10.1016/j.techsoc.2024.102677

The new retail mode in the digital era has forced firms to engage in omnichannel management. Although many companies have realized the importance of omnichannel operations, not all firms implementing omnichannel operations have achieved the expected returns. To explain why this is the case, we draw on signaling theory and use the automotive aftermarket as our research context to explore consumer reactions to various omnichannel strategies. We design two scenario-based experiments involving a total of 630 Chinese consumers. The results show that while implementing omnichannel operations is necessary, a wider scope of omnichannel operations (i.e., the breadth strategy) does not have a significant effect on consumers' service usage intentions. By contrast, increasing the density of omnichannel operations (i.e., the depth strategy) can significantly enhance consumers’ service usage intentions. More interestingly, we find that signal costs and perceived service quality are two key mediators in linking the depth strategy–service usage intention association. Our study contributes to existing omnichannel management research by highlighting the mechanisms behind the successful implementation of omnichannel operations. The findings also assist firms in effectively merging their online and offline channels.

数字时代的新零售模式迫使企业进行全渠道管理。尽管许多公司已经意识到全渠道运营的重要性,但并非所有实施全渠道运营的公司都取得了预期收益。为了解释为什么会出现这种情况,我们借鉴信号传递理论,以汽车售后市场为研究背景,探讨消费者对各种全渠道战略的反应。我们设计了两个基于情景的实验,共涉及 630 名中国消费者。结果表明,虽然实施全渠道运营是必要的,但更大范围的全渠道运营(即广度策略)对消费者的服务使用意愿并没有显著影响。相比之下,增加全渠道运营的密度(即深度策略)则能显著提高消费者的服务使用意愿。更有趣的是,我们发现信号成本和感知服务质量是深度策略与服务使用意向关联的两个关键中介。我们的研究通过强调成功实施全渠道运营背后的机制,为现有的全渠道管理研究做出了贡献。研究结果还有助于企业有效融合线上和线下渠道。
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引用次数: 0
Breaking out! A netnography study on motives of a digital nomad lifestyle 突围!关于数字游民生活方式动机的网络分析研究
IF 10.1 1区 社会学 Q1 SOCIAL ISSUES Pub Date : 2024-08-06 DOI: 10.1016/j.techsoc.2024.102678

Digitalization and globalization have stimulated the emergence of digital nomadism as a lifestyle that combines work with constant travel. To address the shortage of skilled employees, a growing number of organizations has to consider to work with digital nomads as external service providers. However, little is known yet about why individuals choose to become constant travelers in the first place. We address this research gap and aim to identify the motives for choosing a digital nomad lifestyle. To this end, we conduct a netnography study on 3,000 online posts from digital nomad communities. Using the Gioia method, we find several repelling and attracting work-related and leisure/travel-related motives and a combination of both. We discuss the implications of these findings for organizations as well as future research opportunities.

数字化和全球化刺激了数字游牧主义的出现,它是一种将工作与不断旅行相结合的生活方式。为了解决熟练员工短缺的问题,越来越多的组织不得不考虑与作为外部服务提供商的数字游民合作。然而,人们对个人为何选择不断旅行还知之甚少。我们针对这一研究空白,旨在找出选择数字游民生活方式的动机。为此,我们对数字游民社区的 3,000 个在线帖子进行了网络文学研究。通过使用 Gioia 方法,我们发现了一些与工作相关、与休闲/旅行相关以及两者结合的排斥性和吸引性动机。我们讨论了这些发现对组织的影响以及未来的研究机会。
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引用次数: 0
How can generative artificial intelligence improve digital supply chain performance in manufacturing firms? Analyzing the mediating role of innovation ambidexterity using hybrid analysis through CB-SEM and PLS-SEM 生成式人工智能如何提高制造企业的数字供应链绩效?利用CB-SEM和PLS-SEM混合分析法分析创新灵活性的中介作用
IF 10.1 1区 社会学 Q1 SOCIAL ISSUES Pub Date : 2024-08-03 DOI: 10.1016/j.techsoc.2024.102676

Artificial intelligence capabilities (AIC) can influence supply chain management (SCM) in multiple ways. This study explores how generative artificial intelligence capabilities (GAIC) could affect digital supply chain performance (DSCP) through ambidexterity innovation (AMI), which includes both elements, exploratory and exploitative innovations in the manufacturing firms (MFs) in Jordan as a developing and emerging economy. This study adopted a quantitative methodology for the data collection process applying a cross-sectional approach through testing deductive-hypotheses techniques. 263 valid surveys were used for analysis using hybrid analysis measurements (i.e., PLS-SEM, and CB-SEM). Further, it was applied data reliability, convergent validity, and discriminant validity tests. Additionally, examined the mediating effect of exploratory innovation (EXPI), and exploitative innovation (EXTI) on DSCP. The study findings assured that the proposed direct and indirect causal associations illustrated in the study model were accepted due to that all associations between the dimensions s were statistically significant. The findings of the GAIC supported a positive relationship between GAIC and the DSCP, GAIC on EXPI and EXTI, and EXPI and EXTI on DSCP respectively. Furthermore, the mediating effect of EXPI and EXTI is statistically significant, which was confirmed. This study developed a conceptual model to merge GAIC, AMI, and DSCP. This study provides new outcomes that bridge the existing research gap in the literature by testing the mediation model with a focus on the MF benefits of GAIC to improve levels of EXPI, EXTI, and DSCP in Jordan as a developing and emerging economy. Furthermore, this study is considered unique, as it was the first study in Jordan, and through applying hybrid analysis measurements using both PLS-SEM and CB-SEM methods.

人工智能能力(AIC)可以通过多种方式影响供应链管理(SCM)。本研究探讨了生成性人工智能能力(GAIC)如何通过灵巧性创新(AMI)影响数字供应链绩效(DSCP),其中包括作为发展中新兴经济体的约旦制造企业(MFs)的探索性创新和开发性创新这两个要素。本研究在数据收集过程中采用了定量方法,通过检验演绎假设技术,应用了横截面方法。使用混合分析方法(即 PLS-SEM 和 CB-SEM)对 263 份有效调查进行分析。此外,还进行了数据可靠性、收敛效度和判别效度检验。此外,还检验了探索性创新(EXPI)和开发性创新(EXTI)对 DSCP 的中介效应。研究结果表明,研究模型中提出的直接和间接因果关系得到了认可,因为各维度之间的所有关联都具有显著的统计学意义。GAIC 的研究结果表明,GAIC 与 DSCP、GAIC 与 EXPI 和 EXTI,以及 EXPI 和 EXTI 与 DSCP 之间分别存在正相关关系。此外,EXPI 和 EXTI 的中介效应在统计学上具有显著性,这也得到了证实。本研究建立了一个将 GAIC、AMI 和 DSCP 合并的概念模型。本研究提供了新的成果,弥补了现有文献中的研究空白,通过测试中介模型,重点研究了在约旦这个发展中的新兴经济体中,GAIC 在提高 EXPI、EXTI 和 DSCP 水平方面的 MF 效益。此外,本研究被认为是独一无二的,因为它是在约旦进行的首次研究,并通过使用 PLS-SEM 和 CB-SEM 方法进行混合分析测量。
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引用次数: 0
Sociotechnical analysis of factors influencing IoT adoption in healthcare: A systematic review 对医疗保健领域采用物联网的影响因素进行社会技术分析:系统回顾
IF 10.1 1区 社会学 Q1 SOCIAL ISSUES Pub Date : 2024-08-02 DOI: 10.1016/j.techsoc.2024.102675

This paper responds to previous calls for a deeper sociotechnical understanding of Internet of Things (IoT) adoption within healthcare. Through a systematic literature review, it synthesizes existing empirical research on the factors influencing IoT adoption, identifying 94 distinct factors grouped into 24 themes. By leveraging sociotechnical systems theory, the paper thoroughly analyzes these factors and proposes a specialized sociotechnical systems framework tailored specifically to IoT adoption in healthcare settings. This study underscores the current dearth of empirical research in this area and emphasizes the need for more studies, particularly those focused on the actual adoption processes of IoT solutions in healthcare contexts. By addressing these gaps, the review aims to significantly contribute to the literature, offering a novel sociotechnical perspective on IoT adoption that complements and enriches prior reviews that have predominantly focused on technical aspects.

本文响应了之前关于从社会技术角度深入了解医疗保健领域采用物联网(IoT)情况的呼吁。通过系统的文献综述,本文对影响物联网应用的因素进行了现有的实证研究,确定了分为 24 个主题的 94 个不同因素。通过利用社会技术系统理论,论文对这些因素进行了深入分析,并提出了专门针对医疗机构物联网应用的社会技术系统框架。本研究强调了目前该领域实证研究的匮乏,并强调需要开展更多研究,特别是那些关注医疗环境中物联网解决方案实际采用过程的研究。通过填补这些空白,本综述旨在为相关文献做出重大贡献,为物联网的采用提供一个新颖的社会技术视角,补充并丰富之前主要关注技术方面的综述。
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引用次数: 0
Classified evaluation of R&D activities in Chinese universities: An application of new meta-frontier directional distance function framework 中国高校研发活动的分类评价:新元前沿方向距离函数框架的应用
IF 10.1 1区 社会学 Q1 SOCIAL ISSUES Pub Date : 2024-07-31 DOI: 10.1016/j.techsoc.2024.102671

Standardized evaluation has been applied in the research and development (R&D) activities of Chinese universities for a long time, which ignores the technological heterogeneity between these activities. Standardized evaluation has thus been difficult to meet the evaluation needs of the Chinese government, and classified evaluation is imperative for the diversified development of R&D activities in Chinese universities. Therefore, this paper introduces directional distance function (DDF) model with endogenous technique into meta-frontier data envelopment analysis framework to construct a new theoretical tool of classified evaluation, and this new method is applied to evaluate the efficiency of R&D activities of 939 Chinese universities. The theoretical contribution is to unify the endogenous directions relative to different frontiers, and then a new meta-frontier DDF framework is constructed; while the practical contribution is to provide the following conclusions and implications: (1) classified evaluation and standardized evaluation have different applicability to different categories of Chinese universities; (2) the homogeneity of the improvement direction is serious in Chinese universities; (3) different categories of Chinese universities have different improvement needs in different inputs and outputs, and the distances between most universities and their two frontiers are not far; (4) the selections of both improvement direction and indicator are important factors affecting the evaluation results. Finally, some useful suggestions are provided to improve the efficiency of R&D activities in Chinese universities.

长期以来,中国高校的研究与开发(R&D)活动一直采用标准化评价,忽视了这些活动之间的技术异质性。因此,标准化评价难以满足中国政府的评价需求,而分类评价则是中国高校研发活动多元化发展的当务之急。因此,本文在元前沿数据包络分析框架中引入了具有内生技术的定向距离函数(DDF)模型,构建了一种新的分类评价理论工具,并应用这种新方法对中国 939 所高校的研发活动效率进行了评价。理论贡献在于统一了相对于不同前沿的内生方向,进而构建了新的元前沿 DDF 框架;实践贡献在于提供了以下结论和启示:(1)分类评价和标准化评价对不同类别的中国大学具有不同的适用性;(2)中国大学改进方向的同质性严重;(3)不同类别的中国大学在不同的投入和产出方面具有不同的改进需求,大多数大学与其两个前沿之间的距离并不远;(4)改进方向和指标的选择是影响评价结果的重要因素。最后,为提高中国高校研发活动的效率提出了一些有益的建议。
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引用次数: 0
How does the development of digital economy in central cities promote the coordinated development of regions? Evidence from 19 urban agglomerations in China 中心城市数字经济发展如何促进区域协调发展?来自中国 19 个城市群的证据
IF 10.1 1区 社会学 Q1 SOCIAL ISSUES Pub Date : 2024-07-31 DOI: 10.1016/j.techsoc.2024.102674

Externality is the power source of the spillover effect of digital economy development in China's central cities. Based on panel data of 200 prefecture-level cities in 19 urban agglomerations in China from 2011 to 2020, this research constructs a theoretical model with income output, labor, and capital input and adopts the panel fixed effect model to empirically test the impact of central cities' digital economy development on peripheral cities' urban agglomerations. The results are as follows. First, digital economy development in central cities significantly improves the level of such development in peripheral cities. Second, the spillover effect of this development in central cities is affected by their own geographical location, economic development level, and city size. Third, the spillover effect of digital economy development in central cities mainly arises through the learning mechanism.

外部性是中国中心城市数字经济发展溢出效应的动力源。本研究基于2011-2020年中国19个城市群200个地级市的面板数据,构建了收入产出、劳动力和资本投入的理论模型,并采用面板固定效应模型实证检验了中心城市数字经济发展对周边城市城市群的影响。结果如下。首先,中心城市的数字经济发展显著提升了外围城市的数字经济发展水平。第二,中心城市发展数字经济的溢出效应受其自身地理位置、经济发展水平和城市规模的影响。第三,中心城市数字经济发展的溢出效应主要通过学习机制产生。
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引用次数: 0
Analysis of asymmetric VR games – Steam platform case study 不对称虚拟现实游戏分析--Steam 平台案例研究
IF 10.1 1区 社会学 Q1 SOCIAL ISSUES Pub Date : 2024-07-30 DOI: 10.1016/j.techsoc.2024.102673

The paper presents research on the topic of asymmetric virtual reality (VR) games. These types of applications are in the development phase when it comes to their presence on the market, range, amount, and popularity. This research discusses the original topic, as it is still a niche compared to video games and even to VR applications on the market. The article presents a quantitative analysis of asymmetric VR applications available in the international market. One of the popular gaming platforms, Steam, was chosen as a subject for the case study in this investigation. The objectives of the conducted research include, first, a quantitative analysis and presentation of up-to-date data on asymmetric VR games available on Steam; then, providing and systematizing new knowledge about the asymmetric VR term, identifying the nature of asymmetric VR games, and finally, recognition of the current situation and the latest trends within the concept of asymmetric VR. Based on the results, it was concluded that the dominating genre of asymmetric VR was action (49.4 %), indie (46.0 %) and casual (45.4 %), followed by simulation (37.4 %). Most of the games were available in English (96.6 %), and far behind English, there were French and German languages (30.5 %), and then Spanish – Spain (28.2 %), Russian (27 %), Japanese (25.9 %), simplified Chinese (25.3 %) and others. The analysis of user re-views on Steam that asymmetric VR receive favorable feedback, with ‘very positive’ as the most prevalent label, representing 35.0 % of analyzed games. Notably, only four games achieved the ‘overwhelmingly positive’ label, including ‘Keep Talking and Nobody Explodes’ in the basic version and in the version with soundtrack (97 % positive reviews), ‘Rock Life: The Rock Simulator’ (95 % positive reviews), and ‘IronWolf VR’ (95 % positive reviews). Last but not least, the paper describes the features of the analyzed asymmetric VR application. The results of the research make a contribution to the field and provide new knowledge on the following: the new subarea of VR, the nature of asymmetric VR (author's concept), human behavior and interaction in asymmetric virtual gameplay, and communication in asymmetric VR.

本文介绍了关于非对称虚拟现实(VR)游戏的研究。这类应用在市场上的存在、范围、数量和普及程度都处于发展阶段。本研究讨论的是最初的主题,因为与视频游戏相比,甚至与市场上的 VR 应用程序相比,它仍然是一个小众领域。文章对国际市场上的非对称 VR 应用程序进行了定量分析。本次调查选择了热门游戏平台 Steam 作为案例研究对象。研究的目标包括:首先,对 Steam 上的非对称 VR 游戏进行定量分析并提供最新数据;然后,提供有关非对称 VR 术语的新知识并使之系统化,确定非对称 VR 游戏的性质;最后,认识非对称 VR 概念的现状和最新趋势。根据调查结果,非对称虚拟现实游戏的主要类型是动作游戏(49.4%)、独立游戏(46.0%)和休闲游戏(45.4%),其次是模拟游戏(37.4%)。大部分游戏使用英语(96.6%),远远落后于英语的是法语和德语(30.5%),然后是西班牙语(28.2%)、俄语(27%)、日语(25.9%)、简体中文(25.3%)和其他语言。通过对 Steam 上用户重新观看的游戏进行分析,非对称 VR 获得了良好的反馈,"非常积极 "是最普遍的标签,占分析游戏的 35.0%。值得注意的是,只有四款游戏获得了 "压倒性好评",包括基本版和带原声带版的《继续说话,没人会爆炸》(好评率达 97%)、《摇滚生活:摇滚模拟器》(95%好评)和《IronWolf VR》(95%好评)。最后,本文介绍了所分析的非对称 VR 应用程序的特点。研究成果为该领域做出了贡献,并提供了以下方面的新知识:VR 的新子领域、非对称 VR 的性质(作者的概念)、非对称虚拟游戏中的人类行为和互动,以及非对称 VR 中的交流。
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引用次数: 0
Intermediaries (not) in action: Impediments to initiating the utilization of public research 中介(不)在行动:启动利用公共研究的障碍
IF 10.1 1区 社会学 Q1 SOCIAL ISSUES Pub Date : 2024-07-30 DOI: 10.1016/j.techsoc.2024.102672

This paper addresses a critical research gap in the field of university-industry knowledge transfer, with a particular focus on the often-neglected initiation stage from a failure analysis perspective. A workshop and follow-up interviews were conducted to systematically explore the motivations and abilities of both the knowledge senders and the recipients for initiating knowledge transfer processes in the field of intelligent mobility. In contrast to conventional approaches, our study does not presuppose successful knowledge transfer initiation; instead, it offers a unique opportunity to investigate the phenomenon of its omission. The intricate interplay among actors and their differing perceptions of research applicability, which leads to specific tasks for intermediaries in initiating knowledge transfer processes, is analyzed. The findings of this study indicate that both internal and external intermediaries encounter challenges in fulfilling their roles, particularly in initiating the utilization of public research. The key challenges identified include a flawed understanding of scientific research, a lack of initiative spirit, and a disregard for actual responsibilities. This study offers valuable insights that can inform the development of evidence-based policies aimed at initiating the utilization of public research.

本文针对产学知识转移领域的一个重要研究空白,从失败分析的角度,特别关注经常被忽视的启动阶段。通过研讨会和后续访谈,我们系统地探讨了智能交通领域知识发送方和接收方启动知识转移过程的动机和能力。与传统方法不同的是,我们的研究并不预设知识转移的成功启动,而是提供了一个独特的机会来研究知识转移的遗漏现象。我们分析了参与者之间错综复杂的相互作用以及他们对研究适用性的不同看法,这导致了中间人在启动知识转移过程中的特定任务。研究结果表明,内部和外部中介机构在履行职责时都会遇到挑战,尤其是在启动公共研究的利用方面。发现的主要挑战包括对科学研究的理解有误、缺乏主动精神以及忽视实际责任。本研究提供了宝贵的见解,可为制定旨在启动公共研究利用的循证政策提供参考。
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引用次数: 0
Exploring drivers of fintech adoption among elderly consumers 探索老年消费者采用金融科技的驱动因素
IF 10.1 1区 社会学 Q1 SOCIAL ISSUES Pub Date : 2024-07-26 DOI: 10.1016/j.techsoc.2024.102669

As the digital economy expands, understanding the integration of elderly consumers into this paradigm becomes crucial. This study presents a nuanced exploration of the factors that influence elderly consumers' adoption of fintech services and elucidates the pivotal role of daily digital experiences in fostering the elderly's acceptance of such services. Employing an integrative approach, this study examines demographic, personal, socioenvironmental, and digital usage characteristics, through South Korean panel data (N = 3465) from 2019 to 2020. The findings uniquely identify the 50–64 age group and those cohabitating with younger generations as being more inclined toward fintech usage. This study introduces a novel perspective by demonstrating that elderly individuals' enjoyment of digital media and their engagement with younger generations significantly drive their involvement with fintech services. The elderly exhibits substantial potential as proactive fintech users, navigating perceived risks with discernment. This study contributes to the academic discourse by offering comprehensive insights into elderly consumers' fintech adoption, highlighting the importance of understanding this demographic's unique preferences and interactions with the digital economy. It also underscores the potential for targeted strategies to enhance fintech service adoption among the elderly and foster a more inclusive digital finance landscape.

随着数字经济的发展,了解老年消费者如何融入这一模式变得至关重要。本研究对影响老年消费者采用金融科技服务的因素进行了细致入微的探讨,并阐明了日常数字体验在促进老年人接受此类服务方面的关键作用。本研究采用综合方法,通过 2019 年至 2020 年的韩国面板数据(N = 3465)研究了人口、个人、社会环境和数字使用特征。研究结果独特地发现,50-64 岁年龄组和与年轻一代同居的人更倾向于使用金融科技。本研究提出了一个新的视角,证明老年人对数字媒体的喜爱以及他们与年轻一代的接触极大地推动了他们对金融科技服务的参与。作为积极主动的金融科技用户,老年人展现出了巨大的潜力,他们能以敏锐的洞察力驾驭感知到的风险。本研究对老年消费者采用金融科技的情况提供了全面的见解,强调了了解这一人群的独特偏好以及与数字经济互动的重要性,从而为学术界的讨论做出了贡献。它还强调了有针对性的战略的潜力,以提高金融科技服务在老年人中的采用率,并促进更具包容性的数字金融格局。
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引用次数: 0
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