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Adoption in human-like AI system: A moderated-mediation approach 类人AI系统的采用:一种适度的调解方法
Q1 Economics, Econometrics and Finance Pub Date : 2026-01-14 DOI: 10.1016/j.joitmc.2026.100722
Vu Minh Ngo , Hang Thuy Thi Le , Ngoc Thuy Vuong
Human-like AI systems increasingly interact with users as partners, but it is still unclear how perceived human-likeness leads to adoption and when transparency helps or dilutes that effect. We propose a sequential moderated-mediation model in which social presence (perceived human-likeness) increases certainty, certainty increases trust, and trust increases intention to use the system. Transparency is expected to weaken the social presence-to-certainty link. We tested the model in an online 2 × 3 × 2 between-subjects experiment that varied agency locus (human-programmed vs. AI-agency), transparency (none vs. placebo vs. genuine explanation), and decision context (fake-news verification vs. friending suggestions). Data from 491 U.S. adults recruited via Qualtrics Panels were analyzed with structural equation modelling and robustness checks using a propensity-score matched sample (N = 373). Results support the serial mechanism: the indirect effect of social presence on use intention through certainty and trust was significant (β = 0.124, p < .001). Transparency significantly dampened this pathway (moderated-mediation index = −0.093, p = .018), with the conditional indirect effect declining from 0.351 at low transparency to 0.166 at high transparency. These findings show that human-like cues mainly work by reducing uncertainty, but their value depends on how transparent the system is, offering guidance for designing AI partners.
类人人工智能系统越来越多地与用户作为合作伙伴进行互动,但目前尚不清楚感知到的与人相似如何导致采用,以及透明度何时有助于或稀释这种影响。我们提出了一个顺序的有调节的中介模型,其中社会存在(感知到的人类相似性)增加确定性,确定性增加信任,信任增加使用系统的意图。预计透明度将削弱社会存在与确定性之间的联系。我们在在线2 × 3 × 2受试者之间的实验中测试了该模型,该实验改变了代理位点(人类编程代理与人工智能代理)、透明度(无、安慰剂、真实解释)和决策背景(假新闻验证与好友建议)。数据来自491 美国通过qualics panel招募的成年人使用结构方程模型进行分析,并使用倾向评分匹配样本进行稳健性检查(N = 373)。结果支持系列机制:社会存在通过确定性和信任对使用意图的间接影响显著(β = 0.124, p <; .001)。透明度显著抑制了这一途径(调节-中介指数= - 0.093,p = )。018),条件间接效应从低透明度时的0.351下降到高透明度时的0.166。这些发现表明,类人线索主要通过减少不确定性来发挥作用,但它们的价值取决于系统的透明度,为设计人工智能合作伙伴提供指导。
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引用次数: 0
Linking personal cultural values to consumer value perception through perceived sustainability 通过可持续性将个人文化价值观与消费者价值观联系起来
Q1 Economics, Econometrics and Finance Pub Date : 2026-01-13 DOI: 10.1016/j.joitmc.2026.100720
Chung Jen Fu Dr (Professor) , I-Tung Shih Dr (Associate Professor) , Khishigtogtokh Baljir Dr (Senior Teacher) , Shinetsetseg Jargalsaikhan Dr (Project Teacher)
Sustainability has become a critical paradigm in consumer behavior; however, the mechanism through which personal cultural values translate into consumer-perceived value via sustainability perceptions remains underexplored. Grounded in the Value-Belief-Norm (VBN) framework, this study investigates the mediating role of perceived sustainability—encompassing economic, environmental, and social dimensions—in the relationship between personal cultural values (self-enhancement and conservation) and consumer-perceived value (functional, epistemic, conditional). Data from 515 Mongolian consumers were analyzed using structural equation modeling. The results indicate that both self-enhancement and conservation values significantly influence sustainability perceptions, with conservation exhibiting a stronger and more consistent effect (β = 0.367–0.432, *p* < 0.001). Perceived sustainability, in turn, positively affects consumer value, with economic sustainability having the most substantial impact (e.g., on functional value, β = 0.488, *p* < 0.001). A key finding reveals that social sustainability does not significantly influence conditional value. Mediation analysis confirms the significant role of perceived sustainability as a mediator, with conservation values demonstrating robust indirect effects on all value dimensions, while self-enhancement shows only partial mediation. These findings extend VBN theory into a consumer context and provide managers with actionable insights for designing culturally-attuned sustainability strategies that enhance consumer value.
可持续性已经成为消费者行为的关键范式;然而,个人文化价值通过可持续性观念转化为消费者感知价值的机制仍未得到充分探讨。本研究以价值-信念-规范(VBN)框架为基础,探讨了感知可持续性——包括经济、环境和社会维度——在个人文化价值观(自我提升和保护)和消费者感知价值(功能、认知、条件)之间的关系中的中介作用。利用结构方程模型对515名蒙古消费者的数据进行分析。结果表明,自我提升和保护价值观都显著影响可持续性认知,其中保护表现出更强、更一致的效应(β = 0.367-0.432, *p* < 0.001)。感知的可持续性反过来积极影响消费者价值,其中经济可持续性具有最实质性的影响(例如,对功能价值,β = 0.488, *p* < 0.001)。一个重要的发现表明,社会可持续性并没有显著影响条件价值。中介分析证实了感知可持续性作为中介的重要作用,保护价值观在所有价值维度上都表现出强大的间接影响,而自我提升仅表现出部分中介作用。这些发现将VBN理论扩展到消费者语境中,并为管理者提供可操作的见解,以设计与文化相适应的可持续性战略,从而提高消费者价值。
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引用次数: 0
The role of channel integration quality in shaping consumer behavior in omnichannel and multi-channel retail 渠道整合质量在全渠道和多渠道零售中塑造消费者行为的作用
Q1 Economics, Econometrics and Finance Pub Date : 2026-01-11 DOI: 10.1016/j.joitmc.2026.100721
Nazym T. Tulebayeva , Zhanna T. Kozhamkulova , Taşkın Dirsehan

Purpose

This study examines how channel integration quality influences consumer behavior—specifically satisfaction, purchase intentions, and brand loyalty—in omnichannel and multi-channel retail environments. It aims to highlight cross-country differences by comparing the Turkish and Kazakhstani markets.

Design/methodology/approach

Grounded in the Stimulus-Organism-Response (SOR) framework, the study uses survey data collected from 402 consumers in Turkey and Kazakhstan. Channel integration quality is operationalized through service channel configuration and interaction consistency. Structural equation modeling is used to assess the proposed relationships.

Findings

Results reveal significant differences across countries. In Kazakhstan, channel integration quality strongly influences customer satisfaction and brand loyalty, supporting the value of seamless omnichannel experiences. In contrast, Turkish consumers show no significant association between channel integration quality and satisfaction, suggesting that mobile applications operate more as standalone channels rather than as part of an integrated system.

Originality/value

This study provides cross-market insights into the effects of channel integration quality, contributing to omnichannel retailing literature by uncovering how cultural and technological contexts shape consumer responses in different countries. It highlights the importance of localized omnichannel strategies to drive customer satisfaction and brand loyalty.
目的本研究探讨在全渠道和多渠道零售环境下,渠道整合质量如何影响消费者行为,特别是满意度、购买意愿和品牌忠诚度。它旨在通过比较土耳其和哈萨克斯坦市场来突出跨国差异。设计/方法/方法基于刺激-有机体-反应(SOR)框架,该研究使用了从土耳其和哈萨克斯坦的402名消费者收集的调查数据。通道集成质量通过服务通道配置和交互一致性来实现。结构方程模型用于评估所提出的关系。研究结果显示,不同国家之间存在显著差异。在哈萨克斯坦,渠道整合质量强烈影响客户满意度和品牌忠诚度,支持无缝全渠道体验的价值。相比之下,土耳其消费者在渠道整合质量和满意度之间没有明显的联系,这表明移动应用程序更多地作为独立渠道运行,而不是作为集成系统的一部分。原创性/价值本研究为渠道整合质量的影响提供了跨市场的见解,通过揭示文化和技术背景如何影响不同国家的消费者反应,为全渠道零售文献做出了贡献。它强调了本地化全渠道战略对提高客户满意度和品牌忠诚度的重要性。
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引用次数: 0
The sustainability paradox: Unveiling zombie firms' influence on sustainable development goals through the ADO-TCM framework 可持续性悖论:通过ADO-TCM框架揭示僵尸企业对可持续发展目标的影响
Q1 Economics, Econometrics and Finance Pub Date : 2026-01-08 DOI: 10.1016/j.joitmc.2026.100719
K. Priyanka , V. Murale , Suparna Ray , Raghu Raman
The post-2008 and COVID-19 eras have witnessed a global proliferation of ‘zombie’ firms as economically unviable entities sustained by policy distortions and financial misallocations. While scholarly attention has increased, research remains theoretically fragmented and disconnected from sustainability parameters. Our study systematically reviews the literature on zombie firms through the lens of the ‘sustainability paradox,’ underscoring the potential trade-off between short-term macroeconomic stability — often maintained through satisficing survival strategies — and long-term open innovation-driven adaptability, productivity growth, and resource efficiency. By integrating the Antecedents-Decisions-Outcomes (ADO) and Theories-Contexts-Methods (TCM) frameworks, we analyze how government, creditors, and managerial decisions perpetuate zombification, undermining the United Nations’ Sustainable Development Goals (SDGs) - SDG 8 (Decent Work and Economic Growth) and SDG 9 (Industry, Innovation, and Infrastructure). Our findings reveal that zombie firms emerge not only from market failure but also as systemic artefacts of institutional lock-ins, regulatory ambiguity, political entrenchment, and strategic inertia. While some policies provide temporary stability, they inadvertently hinder structural innovation and environmental transition. We identify critical research gaps across antecedents (e.g., bankruptcy resolution lags, ESG adoption), decision ecosystems (e.g., behavioural biases, legal incentives), and outcomes (e.g., innovation suppression, financial exclusion), and propose future research directions that involve dynamic modelling, machine learning, and causal inference. This study contributes to paradox theory by framing zombification as a sustainability tension, not a statistical anomaly. It offers an interdisciplinary agenda that links firm behaviour, regulatory systems, and sustainability trade-offs and provides actionable insights for policymakers and managers to recalibrate support schemes. We call for a paradigmatic shift to retheorize zombie persistence, as systemic inertia impedes SDG attainment.
2008年后和2019冠状病毒病时代见证了全球“僵尸”企业的激增,这些企业是由于政策扭曲和财政错配而在经济上无法生存的实体。虽然学术界的关注有所增加,但研究在理论上仍然是碎片化的,与可持续性参数脱节。我们的研究通过“可持续性悖论”的视角系统地回顾了有关僵尸企业的文献,强调了短期宏观经济稳定(通常通过满足生存战略来维持)与长期开放式创新驱动的适应性、生产率增长和资源效率之间的潜在权衡。通过整合前提-决策-结果(ADO)和理论-背景-方法(TCM)框架,我们分析了政府、债权人和管理决策如何使僵尸化永久化,从而破坏了联合国可持续发展目标(SDG)——可持续发展目标8(体面劳动和经济增长)和可持续发展目标9(产业、创新和基础设施)。我们的研究结果表明,僵尸企业不仅源于市场失灵,还源于制度锁定、监管模糊、政治堑壕和战略惯性等系统性因素。虽然一些政策提供了暂时的稳定,但它们无意中阻碍了结构创新和环境转型。我们确定了前因(例如,破产解决滞后,ESG采用),决策生态系统(例如,行为偏见,法律激励)和结果(例如,创新抑制,金融排斥)之间的关键研究差距,并提出了涉及动态建模,机器学习和因果推理的未来研究方向。这项研究通过将僵尸化视为一种可持续性紧张,而不是统计异常,为悖论理论做出了贡献。它提供了一个跨学科的议程,将企业行为、监管体系和可持续性权衡联系起来,并为政策制定者和管理者重新调整支持计划提供了可行的见解。由于系统性惰性阻碍了可持续发展目标的实现,我们呼吁进行范式转变,重新解释僵尸的存在。
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引用次数: 0
Integrating clean mobility with renewable energy: Techno-economic and environmental feasibility of on-grid hybrid photovoltaic–biogas systems 将清洁交通与可再生能源相结合:并网光伏-沼气混合系统的技术经济和环境可行性
Q1 Economics, Econometrics and Finance Pub Date : 2026-01-08 DOI: 10.1016/j.joitmc.2026.100718
Zainal Arifin , Singgih Dwi Prasetyo , Yuki Trisnoaji , Mohd Afzanizam Mohd Rosli
The urgency for global decarbonization emphasizes the need for sustainable energy solutions to support the growth of electric vehicles (EVs). This study evaluates the techno-economic and environmental feasibility of an on-grid hybrid photovoltaic–biogas system for Electric Vehicle Charging Stations (EVCS) in Surakarta, Indonesia. A meta-analysis of 50 studies from 2023 to 2025 was conducted, revealing that hybrid PV–biogas–EV systems achieve an average Levelized Cost of Electricity (LCOE) of USD 0.098/kWh, with emissions reductions ranging from 63.82 % to 100 %. Simulation results indicated that the on-grid configuration produced 977.68 MWh annually, with a Net Present Cost (NPC) of approximately USD 0.85 million and an LCOE of about USD 0.03/kWh, outperforming the off-grid alternative. The on-grid system demonstrated an Internal Rate of Return (IRR) of 35.5 % and a Return on Investment (ROI) of 28.2 %. Additionally, the annual carbon emissions were significantly reduced to 454,362 kg CO₂ compared to conventional diesel systems. Overall, integrating PV–biogas energy into EVCS presents a reliable, economically competitive, and sustainable model to accelerate the clean energy transition in tropical regions.
全球脱碳的紧迫性强调了需要可持续能源解决方案来支持电动汽车(ev)的增长。本研究评估了印尼苏拉塔市电动汽车充电站(EVCS)的并网混合光伏-沼气系统的技术经济和环境可行性。对2023年至2025年的50项研究进行的荟萃分析显示,混合动力光伏-沼气-电动汽车系统的平均平均电力成本(LCOE)为0.098美元/千瓦时,减排幅度为63.82% %至100% %。仿真结果表明,并网配置的年发电量为977.68兆瓦时,净当前成本(NPC)约为85万美元,LCOE约为0.03美元/千瓦时,优于离网配置。并网系统的内部收益率(IRR)为35.5% %,投资回报率(ROI)为28.2% %。此外,与传统柴油系统相比,年碳排放量显著减少至454,362 kg CO₂。总体而言,将光伏-沼气能源整合到EVCS中,为加速热带地区的清洁能源转型提供了一种可靠、具有经济竞争力和可持续的模式。
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引用次数: 0
Key factors shaping collaborative cyber resilience in SMEs through open innovation 通过开放式创新塑造中小企业协作网络弹性的关键因素
Q1 Economics, Econometrics and Finance Pub Date : 2026-01-07 DOI: 10.1016/j.joitmc.2026.100715
Alona Bahmanova, Natalja Lace
This study examines how collaborative open innovation mechanisms can enhance cyber resilience in small and medium-sized enterprises (SMEs) operating under increasing digital risk and resource constraints. Employing a mixed-method research design, the study integrates a systematic literature review (SLR) with semi-structured expert interviews conducted across 14 European SMEs. The SLR identifies six interrelated dimensions shaping SME cyber resilience: technological, human, organizational, financial, regulatory, and collaborative, which form the analytical foundation of the study. Empirical insights from interviews validate these dimensions, reveal persistent maturity gaps, and highlight the critical role of collaboration in compensating for limited internal capabilities. The findings demonstrate that cyber resilience in SMEs is not solely a firm-level capability but emerges through shared learning, collective governance, and open innovation within business ecosystems. Based on the integrated evidence, the study develops the concept of Collaborative Cyber Resilience (CCR), extending existing cybersecurity and resilience frameworks by emphasizing operational collaboration as a strategic resilience mechanism. The study contributes to open innovation and cyber resilience literature by offering a structured, empirically grounded framework and provides practical implications for SME managers and policymakers seeking to strengthen resilience through collaborative approaches.
本研究探讨了协作式开放式创新机制如何在日益增长的数字风险和资源约束下增强中小型企业的网络弹性。该研究采用混合方法研究设计,将系统文献综述(SLR)与对14家欧洲中小企业进行的半结构化专家访谈相结合。SLR确定了影响中小企业网络弹性的六个相互关联的维度:技术、人力、组织、财务、监管和协作,这些维度构成了本研究的分析基础。来自访谈的经验见解验证了这些维度,揭示了持续的成熟度差距,并强调了协作在补偿有限的内部能力方面的关键作用。研究结果表明,中小企业的网络弹性不仅仅是一种公司层面的能力,而是通过商业生态系统内的共享学习、集体治理和开放式创新而产生的。基于综合证据,本研究发展了协作网络弹性(CCR)的概念,通过强调业务协作作为战略弹性机制,扩展了现有的网络安全和弹性框架。该研究通过提供一个结构化的、基于经验的框架,为开放式创新和网络弹性文献做出了贡献,并为寻求通过协作方法加强弹性的中小企业管理者和政策制定者提供了实际意义。
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引用次数: 0
How leadership shapes innovation in high-power-distance SMEs: Mixed methods evidence from Singapore’s precision engineering sector 领导如何塑造高权力距离中小企业的创新:来自新加坡精密工程部门的混合方法证据
Q1 Economics, Econometrics and Finance Pub Date : 2026-01-07 DOI: 10.1016/j.joitmc.2025.100709
Salitha Nair Subramanian , Saeed Banihashemi
This study investigates how leadership styles influence innovation within small and medium-sized enterprises (SMEs) operating in Singapore’s precision engineering sector—a key industry aligned with the national Smart Nation Vision. Employing a mixed methods design, the research integrates qualitative insights from semi-structured interviews and focus groups with quantitative data derived from a structured survey of 128 employees. The qualitative findings show strong convergence between senior managers and engineers on the importance of open communication, empowerment, teamwork, and transparency. Thematic analysis also showed that leaders who balance stability with change, and who encourage experimentation, were perceived as most effective at supporting innovation. The results demonstrated that innovation leadership significantly predicts organizational innovation, while expertise-based and inspirational leadership show no significant impact. One-way ANOVA confirms that firms led by innovative leaders exhibit higher levels of innovation than those under traditional leadership styles. The findings highlight the importance of hybrid leadership approaches—transformational, adaptive, and technical—to foster innovation and organizational adaptability in Singapore’s hierarchical business culture. Practical implications include recommendations for leadership development programs targeting emotional intelligence, communication, and mentoring. The study provides insights and guidance for policymakers and practitioners aiming to strengthen SEMs innovation capacity through targeted leadership and talent development initiatives.
本研究调查了领导风格如何影响新加坡精密工程领域中小企业(sme)的创新,精密工程领域是与国家智慧国家愿景相一致的关键行业。该研究采用混合方法设计,将半结构化访谈和焦点小组的定性见解与来自128名员工的结构化调查的定量数据相结合。定性研究结果表明,高级管理人员和工程师在开放沟通、授权、团队合作和透明度的重要性上有很强的趋同。专题分析还显示,在稳定与变化之间取得平衡、鼓励实验的领导者被认为是支持创新最有效的。结果表明,创新型领导对组织创新有显著的预测作用,而专业知识型领导和鼓舞型领导对组织创新没有显著的影响。单因素方差分析证实,创新型领导者领导的企业比传统领导风格下的企业表现出更高的创新水平。研究结果强调了混合型领导方法(转型型、适应性型和技术型)在新加坡等级森严的商业文化中促进创新和组织适应性的重要性。实际意义包括针对情商、沟通和指导的领导力发展项目的建议。该研究为旨在通过有针对性的领导和人才发展举措加强中小企业创新能力的政策制定者和实践者提供了见解和指导。
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引用次数: 0
Beyond influencers: Leveraging large language models for dynamic content generation and citizen interaction in environmental campaigns 超越影响者:在环境运动中利用大型语言模型进行动态内容生成和公民互动
Q1 Economics, Econometrics and Finance Pub Date : 2026-01-06 DOI: 10.1016/j.joitmc.2026.100716
Noushin Mohammadian , Omid Fatahi Valilai
Addressing global environmental challenges necessitates an imperative shift in behavioural change and citizen engagement. This study centres on the integration of social media with Large Language Model (LLM) functionalities, sufficiently efficient in generating content relevant to the targeted audience, as a potential complement to influencer mediated content. This research paradigm is anchored in zero pollution initiatives and formulates a strategy for the semi-automated of engagement development by amalgamating social media intelligence, behavioural assessment, and content creation facilitated by LLM technology. This model encourages how LLM based behavioural assessment can support zero-pollution efforts by utilizing social media engagement in a targeted manner. This framework aids in scalability by measuring the associated outcomes and ensuring alignment with semantic interoperability models. The research further stipulates possible potentials of LLMs for contributing to social media activities by generating draft content or through responding to comments made, this allows the generation of adaptable and engaging campaigns. This is encouraged that the role of LLMs as complement influencer roles in certain contexts, potentially allowing for greater environmental advocacy should be investigated, helping overcome engagement barriers and encouraging citizen activism. Finally, this study describes the influence of LLMs in the creation of environmentally sustainable operations in urban areas and gaining public acceptance in policy considering LLM potential capabilities to provide supportive tools for timely and efficient changes and also discuss the challenges and limitations which can open the horizon for future studies.
应对全球环境挑战需要行为改变和公民参与的迫切转变。本研究的重点是将社交媒体与大型语言模型(LLM)功能整合起来,充分有效地生成与目标受众相关的内容,作为影响者介导内容的潜在补充。该研究范式以零污染倡议为基础,并通过整合社交媒体情报、行为评估和LLM技术促进的内容创造,为半自动化的参与发展制定了战略。该模型鼓励基于法学硕士的行为评估如何通过有针对性地利用社交媒体参与来支持零污染工作。该框架通过度量相关的结果并确保与语义互操作性模型保持一致来帮助提高可伸缩性。该研究进一步规定了法学硕士通过生成内容草案或通过回应所做的评论来为社交媒体活动做出贡献的可能潜力,这允许生成适应性强且引人入胜的活动。值得鼓励的是,法学硕士在某些情况下作为影响者角色的补充作用,可能会允许更大的环境倡导,应该进行调查,帮助克服参与障碍并鼓励公民行动主义。最后,本研究描述了法学硕士在创建城市地区环境可持续运营方面的影响,并考虑到法学硕士为及时有效的变革提供支持性工具的潜在能力,在政策上获得公众认可,并讨论了挑战和限制,这可以为未来的研究打开视野。
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引用次数: 0
Impact of sustainability uncertainty on the volatility dynamics of digital asset class 可持续性不确定性对数字资产类别波动动态的影响
Q1 Economics, Econometrics and Finance Pub Date : 2026-01-03 DOI: 10.1016/j.joitmc.2026.100717
Anupam Dutta
The association between cryptocurrency and sustainability is a complex and growing topic. Given that such linkage requires a continuous investigation, this empirical research, unlike the existing literature, explores if the volatility dynamics of digital assets are driven by the changes in sustainability uncertainty. In doing so, we use a recently developed ESG-based sustainability uncertainty index (ESGUI) and examine its effect on the volatility dynamics of Bitcoin and Ethereum ETFs. Employing the mixed data sampling (MIDAS) approach shows that ESGUI exerts a negative effect on the realized volatility of cryptocurrency markets. One possible explanation for this linkage is that as sustainability-related uncertainty rises, investors tend to adopt sustainability practices and initiatives. This shift towards sustainable practices can result in more consistent and foreseeable long-term economic conditions, thereby reducing the volatility of financial markets including the digital asset class. Our analysis offers key implications to cryptocurrency investors.
加密货币与可持续性之间的联系是一个复杂且不断发展的话题。鉴于这种联系需要持续的调查,与现有文献不同,本实证研究探讨了数字资产的波动动态是否受到可持续性不确定性变化的驱动。为此,我们使用了最近开发的基于esg的可持续性不确定性指数(ESGUI),并研究了其对比特币和以太坊etf波动动态的影响。采用混合数据采样(MIDAS)方法表明,ESGUI对加密货币市场的实现波动率产生负面影响。对这种联系的一种可能解释是,随着与可持续性相关的不确定性上升,投资者倾向于采用可持续性实践和举措。这种向可持续实践的转变可以带来更加一致和可预见的长期经济状况,从而减少包括数字资产类别在内的金融市场的波动性。我们的分析为加密货币投资者提供了关键启示。
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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 : 2026-01-02 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
期刊
Journal of Open Innovation: Technology, Market, and Complexity
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