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Behavioral Biases and Cognitive Pitfalls: Navigating Resource Orchestration in Supplier-Partnered Innovation Projects 行为偏差和认知陷阱:在供应商合作创新项目中导航资源编排
IF 4.6 3区 管理学 Q1 BUSINESS Pub Date : 2024-11-28 DOI: 10.1109/TEM.2024.3508593
Andrea S. Patrucco;Paola Bellis;Daniel Trabucchi;Tommaso Buganza
Innovation projects play a crucial role in maintaining competitive advantage but often experience high failure rates. In this article, we examine how behavioral biases influence supplier resource management in failed innovation projects. Using resource orchestration theory as a lens, we analyze six failed projects, each involving two suppliers, to explore how cognitive biases disrupt critical resource management activities, including structuring, bundling, and leveraging. Key biases, such as overconfidence, optimism, and strategic misrepresentation, were found to skew decision making, prioritizing technical competencies over relational history during supplier selection. This misalignment impaired supplier interactions and knowledge-sharing practices, ultimately contributing to project failure. The findings offer a novel perspective on how cognitive biases undermine resource orchestration and highlight the importance of incorporating collaborative history into supplier selection frameworks. Addressing these biases can significantly improve decision-making processes and enhance the success of innovation projects.
创新项目在保持竞争优势方面发挥着至关重要的作用,但往往遭遇高失败率。在本文中,我们研究了在失败的创新项目中,行为偏差是如何影响供应商资源管理的。以资源编排理论为视角,我们分析了六个失败的项目,每个项目涉及两个供应商,以探索认知偏差如何破坏关键的资源管理活动,包括结构、捆绑和利用。关键的偏见,如过度自信、乐观和战略错误陈述,被发现扭曲了决策制定,在供应商选择过程中优先考虑技术能力而不是关系历史。这种错位损害了供应商的互动和知识共享实践,最终导致项目失败。研究结果为认知偏差如何破坏资源编排提供了一个新颖的视角,并强调了将合作历史纳入供应商选择框架的重要性。解决这些偏见可以显著改善决策过程,提高创新项目的成功。
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引用次数: 0
Developing a Reflective–Formative–Formative Scale for Measuring University Entrepreneurial Ecosystem From Students’ Viewpoints 基于学生视角的高校创业生态系统反思-形成-形成量表研究
IF 4.6 3区 管理学 Q1 BUSINESS Pub Date : 2024-11-28 DOI: 10.1109/TEM.2024.3508613
Aftab Alam;Arpita Ghatak;Bhaskar Bhowmick;Swagato Chatterjee
University entrepreneurial ecosystem (UEE) provides students and academic staff with the resources and environment where they are supported to take up entrepreneurship. Studies have indicated that student and academic-staff-run entrepreneurship contributes to regional development through university spinoffs and knowledge spillover. However, the complete framework of developing UEE has not been discussed in the literature, and scholars have focused on examining the impact of certain aspects of UEE, such as entrepreneurial education and technology transfer. The measurement scale for the dimensions of UEE is scarce. In this article, we address this gap by conceptualizing the UEE as analogous to the ecology ecosystem and identifying the dimensions of UEE as entrepreneurial skill development, entrepreneurial resources, and entrepreneurial culture. Moreover, we strengthen the UEE framework by finding out the components and subcomponents. Finally, we develop measurement scales for UEE by following a rigorous four-step methodology followed by ensuring the nomological validity of the scale. The article not only contributes to the entrepreneurial ecosystem literature by conceptualizing UEE and developing a way to measure UEE but it also helps managers by suggesting a tool for comparison of performance of various UEEs.
大学创业生态系统(UEE)为学生和学术人员提供支持创业的资源和环境。研究表明,学生创业和教职员工创业通过大学衍生和知识溢出促进了区域发展。然而,文献中并没有讨论发展UEE的完整框架,学者们关注的是UEE某些方面的影响,如创业教育和技术转让。UEE的尺寸测量尺度是稀缺的。在本文中,我们通过将UEE概念化为类似于生态系统的概念,并将UEE的维度确定为创业技能发展、创业资源和创业文化,来解决这一差距。此外,我们通过找出组件和子组件来加强UEE框架。最后,我们通过遵循严格的四步方法来开发UEE的测量量表,然后确保量表的法理有效性。本文不仅通过对UEE的概念化和开发一种衡量UEE的方法为创业生态系统文献做出了贡献,而且还通过提出一种比较各种UEE绩效的工具来帮助管理者。
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引用次数: 0
Cooperate or Compete? Attributional Perspective for Interorganizational Conflicts in Construction Projects With Trust as a Moderator 合作还是竞争?以信任为调节因子的建筑项目组织间冲突归因视角
IF 4.6 3区 管理学 Q1 BUSINESS Pub Date : 2024-11-27 DOI: 10.1109/TEM.2024.3506790
Zhenyang Xu;Wenxue Lu;Lihan Zhang;Wenqian Guo
When conflicts arise between different organizations in the construction industry, various perceived conflict causes have crucial effects on the involved parties’ coping behaviors. However, the extant literature has not adequately addressed this perspective. This study embarks on an attributional perspective, considering three dimensions (internality, controllability, and stability) to investigate the perceived causes of conflict and their effects on two primary conflict-coping behaviors: cooperative and competitive. Additionally, we delve into the moderating role of trust in this context. Drawing from 428 surveys in the Chinese construction industry, our empirical results reveal the following. The internality of attribution positively affects cooperative behavior, controllability positively affects both cooperative and competitive behaviors, while stability negatively affects cooperative behavior and positively affects competitive behavior. Moreover, trust weakens the positive relationships of both internality and controllability with cooperative behavior. Conversely, it strengthens the negative relationship of stability with cooperative behavior and the positive relationship of both controllability and stability with competitive behavior. This research elucidates the complex mechanisms between perceived conflict causes and coping behaviors, facilitating a deeper understanding of the differences and connections between cooperative and competitive behaviors. Additionally, it provides new insights into the role of trust in conflict management.
当建筑业不同组织之间发生冲突时,各种感知到的冲突原因对相关方的应对行为有着至关重要的影响。然而,现有的文献并没有充分阐述这一观点。本研究从归因视角出发,从三个维度(内在性、可控性和稳定性)考察冲突的感知原因及其对合作和竞争两种主要冲突应对行为的影响。此外,我们还深入研究了信任在这一背景下的调节作用。根据中国建筑业的428项调查,我们的实证结果揭示了以下几点。归因的内在性正向影响合作行为,可控性正向影响合作行为和竞争行为,稳定性负向影响合作行为,正向影响竞争行为。此外,信任削弱了合作行为的内在性和可控性的正相关关系。相反,它强化了稳定性与合作行为的负向关系,以及可控性和稳定性与竞争行为的正向关系。本研究阐明了感知冲突原因与应对行为之间的复杂机制,有助于更深入地理解合作行为与竞争行为之间的差异和联系。此外,它还对信任在冲突管理中的作用提供了新的见解。
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引用次数: 0
The Impact of Artificial Intelligence on Corporate Environmental Investment 人工智能对企业环境投资的影响
IF 4.6 3区 管理学 Q1 BUSINESS Pub Date : 2024-11-27 DOI: 10.1109/TEM.2024.3491940
Junkai Wang;Haowen Tian;Penghao Zheng
As an important driving force for a new round of scientific and technological revolution and industrial transformation, artificial intelligence has great potential in improving corporate investment in environmental protection and promoting economic growth. However, due to data bottlenecks, there is no clear conclusion on how AI impact environmental investment at the enterprise level. Based on the annual report data of Chinese listed companies, we use machine learning methods to generate an artificial intelligence dictionary, and then constructs enterprise-level artificial intelligence indicators. Through empirical research, we find that AI can significantly improve enterprises' environmental investment. After the robustness tests such as the instrumental variable method and the propensity score matching method, the conclusion remains unchanged. Mechanism analysis shows that AI can improve firms' investment in environmental protection by alleviating financing constraints and improving information transparency. Heterogeneity analysis shows that the state-owned attributes, high tax burden and high environmental regulation of enterprises can enhance the correlation between AI and environmental protection investment. Further research finds that the increase in environmental protection investment caused by artificial intelligence can significantly reduce environmental pollution, rather than for the sake of greenwashing behavior. This article not only enriches the relevant research on the impact of corporate environmental protection investment, but also provides a theoretical basis for enterprises to further promote the development of artificial intelligence technology.
人工智能作为新一轮科技革命和产业变革的重要推动力,在提高企业环保投入、促进经济增长方面具有巨大潜力。然而,由于数据瓶颈,人工智能如何影响企业层面的环境投资并没有明确的结论。基于中国上市公司年报数据,利用机器学习方法生成人工智能词典,进而构建企业级人工智能指标。通过实证研究,我们发现人工智能可以显著提高企业的环境投资。经过工具变量法、倾向得分匹配法等稳健性检验,结论保持不变。机制分析表明,人工智能可以通过缓解融资约束和提高信息透明度来提高企业的环保投资。异质性分析表明,企业的国有属性、高税负和高环境监管可以增强人工智能与环保投资的相关性。进一步研究发现,人工智能导致的环保投资的增加可以显著减少环境污染,而不是为了洗绿行为。本文不仅丰富了企业环保投资影响的相关研究,也为企业进一步推动人工智能技术的发展提供了理论依据。
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引用次数: 0
Combining Organizational and Social Factors to Support Industry 4.0 Implementation: A Sociotechnical and Configurational Analysis of Technology Adopters 结合组织和社会因素支持工业4.0的实施:技术采用者的社会技术和配置分析
IF 4.6 3区 管理学 Q1 BUSINESS Pub Date : 2024-11-26 DOI: 10.1109/TEM.2024.3506991
Érico Marcon;Giuliano Almeida Marodin;Alejandro G. Frank
Industry 4.0 has been conceived to enhance factory productivity, significantly impacting social aspects such as hierarchical structures, workers' skills, and operational routines. As digital technologies reshape factory activities, the need to support workers and their social environment has become crucial. This article discusses the importance of viewing Industry 4.0 as a sociotechnical system where human and technological elements interact. Despite the recognition of sociotechnical factors in the existing literature, a key gap remains: the interrelation of these factors is often overlooked. We propose using the configurational view, which considers different patterns of sociotechnical configurations within organizations. We analyze 132 manufacturing companies, identifying four distinct sociotechnical configurations. The results indicate that companies combining both social and organizational factors—termed “sociotechnical masters”—achieve the highest performance levels. We contribute to the literature by demonstrating how the integration of sociotechnical and configurational theories offers a more comprehensive framework for interpreting and guiding Industry 4.0 implementation. From a practical standpoint, we provide a detailed list of organizational and social factors to assist managers in establishing a balanced sociotechnical system that supports the successful adoption of Industry 4.0 technologies. In addition, we show how the combination of these factors can improve operational performance metrics.
工业4.0被认为可以提高工厂生产率,显著影响社会方面,如等级结构、工人技能和操作流程。随着数字技术重塑工厂活动,支持工人及其社会环境的需求变得至关重要。本文讨论了将工业4.0视为一个社会技术系统的重要性,在这个系统中,人和技术元素相互作用。尽管在现有文献中认识到社会技术因素,但一个关键的差距仍然存在:这些因素的相互关系往往被忽视。我们建议使用配置视图,它考虑组织内社会技术配置的不同模式。我们分析了132家制造公司,确定了四种不同的社会技术配置。结果表明,结合了社会和组织因素的公司——被称为“社会技术大师”——达到了最高的绩效水平。我们通过展示社会技术和配置理论的整合如何为解释和指导工业4.0的实施提供更全面的框架,从而为文献做出贡献。从实际的角度来看,我们提供了一个详细的组织和社会因素列表,以帮助管理者建立一个平衡的社会技术系统,支持工业4.0技术的成功采用。此外,我们还展示了这些因素的组合如何改善运营性能指标。
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引用次数: 0
Position and Value: Dynamic Network Capability, Dynamic Positioning, and Innovation in Complex Product Domain 定位与价值:复杂产品领域的动态网络能力、动态定位与创新
IF 4.6 3区 管理学 Q1 BUSINESS Pub Date : 2024-11-22 DOI: 10.1109/TEM.2024.3504740
Yan Wang;Naiding Yang;Chunxiao Xie;Mingzhen Zhang;Sayed Muhammad Fawad Sharif
Network position has long been a focal point for network researchers. In today's dynamic environment, firms' positions within networks change over time. While evidence suggests that dynamic positioning is important for innovation, the exact relationship between the two remains unclear. Furthermore, empirical studies on how firms can improve their positions within networks are limited, significantly hindering the practical value of network position research. This article draws on network dynamics and social embeddedness theory to integrate dynamic network capability and the type of product innovation—modular innovation and architectural innovation—into a model that examines the driving and action paths of dynamic positioning in the complex product domain. Results from a sample of 270 complex product firms across eight key cities in China indicate that dynamic network capability is positively correlated with dynamic positioning, characterized by increased centrality and structural holes. These enhanced positions, in turn, positively influence innovation. In addition, the study finds that modular innovation strengthens the positive impact of increased centrality on innovation while architectural innovation weakens this effect. However, neither modular innovation nor architectural innovation moderates the relationship between increased structural holes and innovation. This study provides a dynamic perspective on network position, offering valuable insights and guidance for firms seeking to enhance their positions and drive innovation in the complex product domain.
网络位置一直是网络研究者关注的焦点。在当今的动态环境中,企业在网络中的地位随着时间而变化。虽然有证据表明,动态定位对创新很重要,但两者之间的确切关系尚不清楚。此外,关于企业如何在网络中提升其地位的实证研究有限,严重阻碍了网络地位研究的实践价值。本文利用网络动力学和社会嵌入理论,将动态网络能力与产品创新类型——模块化创新和架构式创新——整合为一个模型,考察复杂产品领域中动态定位的驱动和作用路径。基于中国8个重点城市270家复杂产品企业样本的研究结果表明,动态网络能力与动态定位呈正相关,表现为中心性增强和结构空洞。这些地位的提高反过来又对创新产生积极影响。此外,研究发现模块化创新增强了中心性对创新的积极影响,而建筑创新则削弱了这种影响。然而,无论是模块化创新还是建筑创新,都无法调节结构洞的增加与创新之间的关系。本研究提供了网络地位的动态视角,为寻求在复杂产品领域提升地位和推动创新的企业提供了有价值的见解和指导。
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引用次数: 0
“Design-Led Agility: Unraveling the Influence of Design Thinking in the Agile Methodology Journey by User Experience Designers” 《以设计为主导的敏捷:用户体验设计师在敏捷方法论之旅中揭示设计思维的影响》
IF 4.6 3区 管理学 Q1 BUSINESS Pub Date : 2024-11-20 DOI: 10.1109/TEM.2024.3486250
Mourad Chouki;Mahrane Hofaidhllaoui;Maryam Kefi Ben Chehida;Laurent Giraud;Marina Dabić
This article examines the impact of design thinking on the implementation of agile methods by user experience designers, with a focus on the roles of coordination and user testing as mediators. Data were collected from an online survey of 431 user experience designers in France between 2020 and 2022 and analyzed using structural equation modeling (partial least squares regressions). The results reveal a positive direct effect of research on conception and a positive direct effect of conception on user testing. In addition, a positive direct effect of user testing and coordination on the implementation of agile methods was observed. The research and conception dimensions of design thinking also exert a positive effect on agile methods through coordination. Finally, user testing fully mediates the relationship between conception and agile methods. The discussion addresses the theoretical and managerial implications of these findings and suggests directions for future research.
本文探讨了设计思维对用户体验设计师实施敏捷方法的影响,重点关注协调和用户测试作为中介的作用。该研究收集了2020年至2022年期间法国431名用户体验设计师的在线调查数据,并使用结构方程模型(偏最小二乘回归)进行分析。结果表明,研究对概念有直接的正向影响,概念对用户测试也有直接的正向影响。此外,用户测试和协调对敏捷方法的实施产生了积极的直接影响。设计思维的研究维度和概念维度也通过协同作用对敏捷方法产生积极影响。最后,用户测试完全调解了概念和敏捷方法之间的关系。讨论了这些发现的理论和管理意义,并提出了未来研究的方向。
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引用次数: 0
Optimizing the Nonfungible Token Ecosystem: Effects of Business Models, Secondary Markets, and Royalties 优化不可替代的代币生态系统:商业模式、二级市场和版税的影响
IF 4.6 3区 管理学 Q1 BUSINESS Pub Date : 2024-11-18 DOI: 10.1109/TEM.2024.3500359
Xu Liu;He Xu;Stuart X. Zhu
The adoption of blockchain technology has spurred significant growth in the global Non-fungible tokens (NFT) market, which distinguishes itself from traditional markets by features such as free second-hand transactions and creator royalties. To navigate this burgeoning landscape, diverse business models have emerged, such as No secondary market and no royalties, Secondary market but no royalties, and Secondary market with royalties (mandatory royalty). In response, our theoretical model delves into the impact of these models on creator decisions, profits, consumer surplus, and social welfare. The NFT secondary market proves pivotal, enabling creators to set higher prices and enhance profits. Interestingly, introducing a creator royalty, under certain conditions, further boosts profits. Contrary to expectations, a low royalty doesn't always harm consumers; in fact, a sufficiently high royalty prompts creators to lower regular selling prices, fostering secondary transactions and expanding consumer surplus. Beyond the secondary market's conventional role in improving social welfare, our research reveals that a well-calibrated royalty, coupled with creator investment in NFT quality, can amplify social welfare. A low royalty incentivizes creators to prioritize highquality NFT production. We also scrutinize mandatory versus optional royalty policies (Consumer Optional Royalty), finding that the creator's profit is higher under the optional royalty framework with moderate or substantial royalties. We recommend that NFT creators opt for a medium royalty rate when given the choice to set it themselves. Otherwise, in instances where the royalty rate is predetermined, creators are better with mandatory (optional) royalty when royalty is small (large).
区块链技术的采用刺激了全球不可替代代币(NFT)市场的显着增长,该市场与传统市场的区别在于免费二手交易和创作者版税等特征。为了适应这一新兴市场,各种商业模式应运而生,如无二级市场且无版税,二级市场但无版税,二级市场有版税(强制版税)。作为回应,我们的理论模型深入研究了这些模型对创造者决策、利润、消费者剩余和社会福利的影响。事实证明,NFT二级市场至关重要,它使创作者能够设定更高的价格并提高利润。有趣的是,在某些情况下,引入创作者版税会进一步提高利润。与预期相反,低版税并不总是伤害消费者;事实上,足够高的版税会促使创作者降低正常销售价格,促进二次交易,扩大消费者剩余。除了二级市场在改善社会福利方面的传统作用之外,我们的研究表明,精心校准的版税,加上创作者对NFT质量的投资,可以扩大社会福利。低版税激励创作者优先考虑高质量的NFT产品。我们还仔细研究了强制性版税与可选版税政策(消费者可选版税),发现在适度或可观版税的可选版税框架下,创作者的利润更高。我们建议NFT创作者在自己设定版税时选择中等版税。否则,在版税率是预先确定的情况下,当版税小(大)时,创作者最好使用强制性(可选)版税。
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引用次数: 0
Consumer Preferences and Barriers in the Adoption of Drone Delivery Services: A Comprehensive Analysis 消费者偏好和障碍在采用无人机送货服务:一个综合分析
IF 4.6 3区 管理学 Q1 BUSINESS Pub Date : 2024-11-13 DOI: 10.1109/TEM.2024.3494051
Marina Dabić;João J. Ferreira;João M. Lopes;Sofia Gomes
Drone parcel delivery is an emerging topic with drone suppliers and retailers concerned due to their challenges and implications. Despite the many advantages associated with the drone delivery service, there are still obstacles to its acceptance by consumers, which is why it is necessary to understand their motivations. This study aims to analyze consumer behavior in the adoption of drone services. Specifically, the study analyzes the influence of perceived ease of use, perceived usefulness, and perceived privacy risk on consumers' attitudes toward drone delivery services and their intention to adopt this service. The sample, collected through a questionnaire, comprises answers from 1108 Portuguese citizens. The partial least squares method was used to test the purpose of this study. The results suggest that consumers' willingness to adopt drone delivery services is positively affected by the perception of ease of use and usefulness. At the same time, it is negatively influenced by perceived privacy risk. In addition, consumers' attitudes significantly influence consumers' intention to use these services in the future. Geographic adoption of drone delivery services is still limited. This study allows us to deepen our knowledge about the potential consumers of this service, which is very useful for its more universal adoption, and we propose to test the extended TAM model for ease of use of drone technologies by Portuguese consumers.
由于无人机的挑战和影响,无人机包裹递送是无人机供应商和零售商关注的一个新兴话题。尽管无人机送货服务有许多优势,但消费者接受它仍然存在障碍,这就是为什么有必要了解他们的动机。本研究旨在分析消费者在采用无人机服务时的行为。具体而言,该研究分析了感知易用性、感知有用性和感知隐私风险对消费者对无人机送货服务的态度和他们采用这项服务的意愿的影响。通过问卷调查收集的样本包括1108名葡萄牙公民的回答。采用偏最小二乘法检验本研究的目的。结果表明,消费者采用无人机送货服务的意愿受到易用性和实用性的感知的积极影响。同时,感知隐私风险对其有负向影响。此外,消费者的态度显著影响消费者未来使用这些服务的意向。无人机送货服务在地理上的应用仍然有限。这项研究使我们加深了对这项服务的潜在消费者的了解,这对其更普遍的采用非常有用,我们建议测试扩展的TAM模型,以便葡萄牙消费者轻松使用无人机技术。
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引用次数: 0
Every Coin Has Two Sides: Enterprise Digital Transformation and Symbolic Innovation 任何事物都有两面性:企业数字化转型与符号创新
IF 4.6 3区 管理学 Q1 BUSINESS Pub Date : 2024-11-12 DOI: 10.1109/TEM.2024.3496494
Shiyi Tang;Liangliang Zhang;Yong Xu
Despite extensive research on the benefits of enterprise digital transformation (EDT) to innovation, information about its dark side is scarce. Drawing on the resource dependence theory (RDT) and using samples of Chinese listed enterprises from 2010 to 2019, we adopt the double-fixed-effects model, mediation effect model, and moderation effect model to explore how EDT affects symbolic innovation (SI), as well as discussing the moderating roles of government research and development (R&D) subsidies, economic policy uncertainty (EPU), and media coverage (MC). We found that EDT induces SI by increasing executive performance pressure (Pressure) and managerial myopia (Myopia). Such effects are weakened by R&D and EPU but strengthened by MC. Enterprises with higher digital levels and lower substantive innovation levels are more inclined to engage in SI. Our conclusions are still robust after using a series of robustness tests. This study not only sheds light on the role of EDT in stimulating SI, thereby enriching the RDT, but also contributes to optimize decision-making by both business owners and governments.
尽管对企业数字化转型(EDT)对创新的好处进行了广泛的研究,但有关其阴暗面的信息却很少。基于资源依赖理论(RDT),以2010 - 2019年中国上市企业为样本,采用双固定效应模型、中介效应模型和调节效应模型,探讨EDT对符号创新的影响,并探讨政府研发补贴、经济政策不确定性和媒体报道对符号创新的调节作用。我们发现,EDT通过增加高管绩效压力(pressure)和管理近视(myopia)来诱导SI。R&D和EPU的作用减弱,MC的作用增强。数字化水平越高、实质性创新水平越低的企业越倾向于从事科学创新。经过一系列稳健性检验,我们的结论仍然是稳健性的。本研究不仅揭示了EDT在刺激SI中的作用,从而丰富了RDT,而且有助于企业所有者和政府优化决策。
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引用次数: 0
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IEEE Transactions on Engineering Management
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