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Logical coupling and paradigm shift of regional cultures in terms of “the belt and road initiative” —— A case study of lingnan culture “一带一路”背景下地域文化的逻辑耦合与范式转换——以岭南文化为例
Q1 BUSINESS Pub Date : 2023-01-01 DOI: 10.1177/18479790231213556
Wang Xinhong, Zhu Dingju, Mo Yingxi
Regional culture plays an important role in the dissemination of culture along “the Belt and Road Initiative”, and through the efficient application, layout and flow of cultural resources, it can achieve industrial and economic efficiency. Cultural exchanges and interflow are raised and recommended by “the Belt and Road Initiative”. From the three dimensions of history, reality and development, the paradigm shift of regional culture in the context of “the Belt and Road Initiative”cultural development must be based on a historical and developmental perspective, with heritage and innovation as the body, and contemporary values to reflect on the problems in cultural development, so as to achieve the integration of unity and pluralism, and to provide a strong impetus for the cultural development of “the Belt and Road Initiative”.
地域文化在“一带一路”文化传播中发挥着重要作用,通过文化资源的高效应用、布局和流动,实现产业效益和经济效益。文化交流互鉴是“一带一路”倡议提出和推荐的。从历史、现实、发展三个维度看,“一带一路”文化发展背景下的地域文化范式转换,必须立足于历史与发展的视角,以传承与创新为主体,以当代价值观反思文化发展中的问题,实现统一性与多元性的融合;为“一带一路”文化建设提供强大动力。
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引用次数: 0
Impact of interactivity on learning outcome in online learning settings: Ordinal logit model 互动性对在线学习结果的影响:序数logit模型
Q1 BUSINESS Pub Date : 2023-01-01 DOI: 10.1177/18479790231203107
Byung-Hak Leem
The study aimed to investigate the relationship between content, teaching, and LMS platform, and student achievement in online classes. To accomplish this, the study drew upon the transactional distance theory and the community of inquiry framework. Using log data from the LMS platform, the study analyzed the impact of student-faculty interaction, student-content interaction, and student-systems interaction on learning outcomes. The sample consisted of online classes offered in the Department of International Marketing at B University in Korea during the spring semester of 2022. The study specifically targeted classes with 40 or more students to ensure an adequate sample size. The researchers used parallelism tests to confirm the validity of the research model, followed by a goodness of fit test with an ordinal Logit model. The results indicated that all three factors of interaction (content, teaching, and platform) had a significant positive effect on learning outcomes, while student-Zoom interaction did not. The interaction between learners and content was found to be the most important predictor of learning achievement, suggesting that student engagement with course materials plays a crucial role in their academic success. The study’s findings have important implications for educators who are interested in improving online teaching and learning. The study recommends expanding the empirical analysis of the research model from the existing structural equation or multiple regression model to the ordinal logit model to provide a more comprehensive understanding of the impact of these factors on student achievement. Overall, the study highlights the importance of considering the complex interaction between content, teaching, and platform in designing and delivering effective online courses that promote student engagement and achievement.
本研究旨在探讨在线课程的内容、教学和LMS平台与学生成绩之间的关系。为此,本研究借鉴了交易距离理论和探究共同体框架。利用LMS平台的日志数据,本研究分析了师生互动、学生内容互动和学生系统互动对学习成果的影响。样本包括韩国B大学国际营销系在2022年春季学期开设的在线课程。这项研究专门针对40名或更多学生的班级,以确保足够的样本量。研究人员使用平行检验来确认研究模型的有效性,然后使用有序Logit模型进行拟合优度检验。结果表明,互动的三个因素(内容、教学和平台)对学习成果都有显著的正向影响,而学生与zoom的互动对学习成果没有显著的正向影响。学习者和内容之间的互动被发现是学习成就最重要的预测因素,这表明学生对课程材料的参与在他们的学业成功中起着至关重要的作用。这项研究的发现对那些对改善在线教学感兴趣的教育工作者有重要的意义。本研究建议将研究模型的实证分析从现有的结构方程或多元回归模型扩展到有序logit模型,以更全面地了解这些因素对学生成绩的影响。总体而言,该研究强调了在设计和交付有效的在线课程时,考虑内容、教学和平台之间复杂的相互作用的重要性,这些课程可以促进学生的参与度和成就。
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引用次数: 0
Adopting smart supply chain and smart technologies to improve operational performance in manufacturing industry 采用智能供应链和智能技术,提高制造业的运营绩效
Q1 BUSINESS Pub Date : 2023-01-01 DOI: 10.1177/18479790231200614
Khai Loon Lee, Sze Yun Wong, Haitham M. Alzoubi, Barween Al Kurdi, Muhammad Turki Alshurideh, Mounir El Khatib
The manufacturing industry plays a crucial role in the economy of many countries, but there is a lack of expertise in implementing smart supply chains and smart technologies. This study aims to investigate the relationship between smart supply chains, smart technologies, and operational performance in the manufacturing industry. A survey questionnaire was conducted among registered manufacturing industries, and the results were analyzed using Smart PLS to test 10 hypotheses. Four hypotheses were supported out of 119 responses received through simple random sampling. The study suggests implementing instrumented supply chains using smart technologies can enhance operational performance. The findings provide valuable insights for policymakers, academics, and industry practitioners to improve the competitiveness of the manufacturing industry. This research emphasizes the importance of smart supply chains and smart technologies in achieving operational excellence, and further studies are necessary to address the identified limitations and contribute to a deeper understanding of the role of smart technologies in the supply chain’s digitalization.
制造业在许多国家的经济中发挥着至关重要的作用,但在实施智能供应链和智能技术方面缺乏专业知识。本研究旨在探讨制造业中智能供应链、智能技术与运营绩效之间的关系。通过对注册制造业进行问卷调查,运用Smart PLS对调查结果进行分析,检验10个假设。通过简单随机抽样得到119个回答,支持4个假设。该研究表明,使用智能技术实施仪表化供应链可以提高运营绩效。研究结果为政策制定者、学者和行业从业者提高制造业竞争力提供了有价值的见解。本研究强调了智能供应链和智能技术在实现卓越运营中的重要性,有必要进一步研究以解决已确定的限制,并有助于更深入地了解智能技术在供应链数字化中的作用。
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引用次数: 0
Assessing the adequacy of transportation overall vehicle effectiveness for sustainable road transportation 评估可持续道路运输的运输整体车辆有效性的充分性
Q1 BUSINESS Pub Date : 2023-01-01 DOI: 10.1177/18479790231176783
Saverio Ferraro, Alessandra Cantini, Leonardo Leoni, Filippo De Carlo
Organizations in today’s supply chains strive for transportation activities optimization. However, transportation is a significant environmental impact activity. Particularly, road transportation is the highest emission rate source and the most widespread modality for last-mile delivery. In this context, the use of performance management tools, such as key performance indicators (KPIs), is a strategy to reach both economic-operative and environmental benefits. Among all KPIs, overall equipment effectiveness (OEE) is one of the most suitable KPIs to measure the utilization of an industrial asset. In the transportation sector, a variant of the OEE, known as the transportation overall vehicle effectiveness (TOVE), is used to define the performance of vehicle distribution activities, such as road transportation for last-mile delivery and urban logistics. Although TOVE is effective for evaluating vehicle performance in terms of administrative availability, operating availability, performance, and quality, the indicator does not take into the environmental impact related to road transportation activities. Literature has proposed several formulations to quantify transport carbon emissions, most of which are linear relationships to the distance travelled. However, these models are not suitable for assessing the TOVE performance of road transportation activities. This paper aims to compare the performance of last-mile delivery in terms of TOVE and carbon emissions evaluated with a distance travelled formulation in two different scenario systems. The comparison shows the inadequacy of TOVE in terms of environmental sustainability, as maximizing road transport performance while ignoring the environmental dimension excludes the minimization of CO 2 emissions. Therefore, the foundation for future developments of TOVE for sustainable road transportation can be established from this divergence.
当今供应链中的组织都在努力优化运输活动。然而,交通运输是一项影响环境的重大活动。特别是公路运输是排放率最高的来源,也是最后一英里运输最广泛的方式。在这种情况下,使用绩效管理工具,如关键绩效指标(kpi),是实现经济运营和环境效益的一种战略。在所有kpi中,整体设备效率(OEE)是衡量工业资产利用率的最合适的kpi之一。在运输领域,OEE的一种变体,被称为运输整体车辆效率(TOVE),用于定义车辆分配活动的性能,例如最后一英里交付和城市物流的道路运输。虽然TOVE在管理可用性、操作可用性、性能和质量方面评价车辆性能是有效的,但该指标没有考虑与道路运输活动相关的环境影响。文献提出了几种量化运输碳排放的公式,其中大多数与行驶距离呈线性关系。然而,这些模型并不适合评估道路运输活动的TOVE绩效。本文旨在比较两种不同情景系统中TOVE和碳排放评估的最后一英里交付性能。比较显示TOVE在环境可持续性方面的不足,因为最大化道路运输绩效而忽略环境维度排除了二氧化碳排放的最小化。因此,这一分歧可以为TOVE未来可持续道路交通的发展奠定基础。
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引用次数: 0
Lean manufacturing practices for operational and business performance: A PLS-SEM modeling analysis 运营和业务绩效的精益制造实践:PLS-SEM建模分析
IF 3.3 Q1 BUSINESS Pub Date : 2023-01-01 DOI: 10.1177/18479790221147864
S. Panigrahi, Khaloud Khalfan Al Ghafri, Wafa Rashid Al Alyani, Muhammad Waris Ali Khan, Taufiq Al Madhagy, Asadullah Khan
The main objective of the study is to empirically investigate the influence of lean manufacturing (LM) practices on the operational and business performance of manufacturing companies in Oman. Empirical data on LM practices and performance were collected using a self-administered structured survey questionnaire and the sampling frame was manufacturing companies in Oman. In total 300 questionnaires were distributed among 185 companies and a total of 107 with a response rate of 35.6 percent. The statistical analysis obtained from structural equation modeling found that lean manufacturing practices can explain operational performance, however, were unable to benefit overall business performance. Out of eight LM practices considered, small-lot production and quick setups were found to be the most adopted practices in manufacturing companies. Even though LM has become a fundamental aspect of industrial manufacturing processes; little is known about its impact on performance. This study adds value to the literature by examining the key LM practices-performance relationships within the manufacturing companies in Oman. These findings have significant implications for improving manufacturing organizations' operational and business performance through lean manufacturing strategies.
本研究的主要目的是实证调查精益制造(LM)实践对阿曼制造公司的运营和业务绩效的影响。使用自我管理的结构化调查问卷收集了LM实践和绩效的实证数据,抽样框架是阿曼的制造公司。本次调查共向185家企业发放了300份问卷,其中107家企业的回复率为35.6%。通过结构方程建模得到的统计分析发现,精益制造实践可以解释经营绩效,但不能使整体经营绩效受益。在考虑的八个LM实践中,小批量生产和快速设置被发现是制造公司最采用的实践。尽管LM已经成为工业制造过程的一个基本方面;人们对它对性能的影响知之甚少。本研究通过考察阿曼制造公司的关键LM实践-绩效关系,为文献增加了价值。这些发现对通过精益制造策略改善制造组织的运营和业务绩效具有重要意义。
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引用次数: 2
Integrating internet of things in service parts operations for sustainability 将物联网融入服务部件运营,实现可持续性
IF 3.3 Q1 BUSINESS Pub Date : 2023-01-01 DOI: 10.1177/18479790231165639
Chris Y. T. Ma, D. Mo
Businesses are expected by the society to operate sustainably nowadays. However, companies are having a hard time to make business decisions to achieve both business sustainability and environmental sustainability, especially when such decisions involve numerous uncertainties. Making the wrong decision can result in damaging reputation in the least and going out of business in the worst. In this case study, we consider companies providing service parts maintenance, which have a great potential to bring positive impacts to the environment by refurbishing and reusing the replaced items. However, these companies also need to weight against cost effectiveness of doing so to maintain business sustainability. Informed decision making, meanwhile, is achievable with the use of the latest technologies. Here, we present the integration of Internet-of-Things to collect and provide real-time data for business analysis, such that companies can decide effectively which item(s) can be refurbished economically. We show that by doing so, uncertainties concerning the cost of refurbishment can be reduced, such that service parts operators can achieve both business sustainability and environmental sustainability.
如今,社会期望企业可持续经营。然而,企业很难做出既能实现业务可持续性又能实现环境可持续性的商业决策,尤其是当这些决策涉及许多不确定因素时。做出错误的决定至少会损害声誉,最坏的情况下会导致破产。在本案例研究中,我们考虑了提供服务部件维护的公司,这些公司通过翻新和再利用被替换的部件,对环境产生积极影响的潜力很大。然而,这些公司还需要权衡这样做的成本效益,以保持业务的可持续性。同时,通过使用最新技术,可以实现明智的决策。在这里,我们展示了物联网的集成,以收集和提供实时数据进行业务分析,从而使企业能够有效地决定哪些物品可以经济地翻新。我们表明,通过这样做,有关翻新成本的不确定性可以减少,这样服务部件运营商可以实现业务可持续性和环境可持续性。
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引用次数: 1
The verbalization of numbers: An explainable framework for tourism online reviews 数字的语言化:旅游在线评论的可解释框架
IF 3.3 Q1 BUSINESS Pub Date : 2023-01-01 DOI: 10.1177/18479790231151913
F. De Nicolò, L. Bellantuono, Dario Borzì, Matteo Bregonzio, Roberto Cilli, Leone De Marco, A. Lombardi, E. Pantaleo, L. Petruzzellis, Ariona Shashaj, S. Tangaro, A. Monaco, N. Amoroso, R. Bellotti
Online reviews have been found very useful in decision-making. It is important to design and implement accurate systems to analyze the reviews and, based on textual information, predict their ratings. Given the different sources, languages and evaluating systems, intelligent systems are needed to use textual and numerical reviews to better understand the evaluation of the tourist experience and derive useful information to improve the offer. This paper aims to present an eXplainable Artificial Intelligence framework that contributes to the discussion on numerical and textual evaluations of the hospitality experience. It combines sentiment analysis and machine learning to accurately model and explain the evaluation of the tourist experience. The main findings are that review ratings should be used with caution and accompanied by a sentiment evaluation and explainability plays a central role in identifying which are the key concepts of positive or negative ratings, providing invaluable intelligence about the tourist experience.
人们发现在线评论对决策非常有用。重要的是设计和实现准确的系统来分析评论,并基于文本信息预测其评级。考虑到不同的来源、语言和评估系统,需要智能系统使用文本和数字评论来更好地理解对旅游体验的评价,并获得有用的信息来改进服务。本文旨在提出一个可解释的人工智能框架,有助于对酒店体验的数字和文本评估的讨论。它结合了情感分析和机器学习来准确地建模和解释对游客体验的评价。主要发现是,评论评级应该谨慎使用,并伴随着情绪评估和可解释性在确定正面或负面评级的关键概念方面起着核心作用,为游客体验提供宝贵的情报。
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引用次数: 0
Machine learning for prognostics and health management of industrial mechanical systems and equipment: A systematic literature review 机器学习用于工业机械系统和设备的预测和健康管理:系统的文献综述
IF 3.3 Q1 BUSINESS Pub Date : 2023-01-01 DOI: 10.1177/18479790231186848
Lorenzo Polverino, R. Abbate, P. Manco, D. Perfetto, Francesco Caputo, R. Macchiaroli, M. Caterino
In the last decade, the adoption of technological tools in manufacturing industry, such as the use of the Internet of Things (IoT) and Machine Learning (ML), has led to the advent of the industry 4.0 (I4.0). In this scenario, intelligent devices can generate large volumes of data about industrial machinery and equipment that can be used to make maintenance more efficient. Prognostics and Health Management (PHM) is an emerging maintenance strategy that uses systems’ Condition Monitoring through IoT sensors installed on machinery to diagnose their faults or estimate their Remaining Useful Life (RUL). This study aims to conduct a Systematic Literature Review (SLR) on the use of ML techniques in the field of PHM of industrial mechanical systems and equipment. 50 studies resulted eligible for the above-mentioned SLR. Diagnostics and prognostics approach and the ML algorithm types used in the 50 analyzed papers have been analyzed together with the Key Performance Indicators (KPIs) used for their validation. From the analyses, it was found that Shallow Learning and Deep Learning (DL) algorithms are the most applied ones, while KPIs are used differently according to the type of task classification or regression. Moreover, results highlighted that many authors still use artificial datasets to test their algorithms, instead of datasets based on real data retrieved by their components. For the last type of datasets, this paper also introduces a schematic framework to standardize the step-by-step diagnostics and prognostics process carried out by the authors.
在过去十年中,在制造业中采用技术工具,例如物联网(IoT)和机器学习(ML)的使用,导致了工业4.0 (I4.0)的出现。在这种情况下,智能设备可以生成大量关于工业机械和设备的数据,这些数据可用于提高维护效率。预测和健康管理(PHM)是一种新兴的维护策略,它通过安装在机器上的物联网传感器使用系统状态监测来诊断故障或估计其剩余使用寿命(RUL)。本研究旨在对机器学习技术在工业机械系统和设备PHM领域的应用进行系统文献综述(SLR)。50项研究结果符合上述单反标准。50篇分析论文中使用的诊断和预测方法以及ML算法类型已与用于验证的关键绩效指标(kpi)一起进行了分析。从分析中发现,浅层学习和深度学习(DL)算法是应用最多的算法,而kpi的使用则根据任务分类或回归的类型而不同。此外,结果突出表明,许多作者仍然使用人工数据集来测试他们的算法,而不是基于其组件检索的真实数据集。对于最后一类数据集,本文还介绍了一个示意图框架,以标准化作者进行的逐步诊断和预测过程。
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引用次数: 1
Consumers perception on green marketing towards eco-friendly fast moving consumer goods 消费者对环保快速消费品绿色营销的看法
IF 3.3 Q1 BUSINESS Pub Date : 2023-01-01 DOI: 10.1177/18479790231170962
K. P. Reddy, Venkateswarlu Chandu, Sambhana Srilakshmi, Elia Thagaram, Ch. Sahyaja, Bernard Osei
In today’s commercial world, ecological concerns have become increasingly essential. A lot of governments care about environmental issues. Sustainable development that doesn’t harm the environment is a major concern for companies today. The term “green marketing” describes the strategy of promoting and selling goods and services because of their positive impact on the natural world. Either the product or service itself is environmentally friendly, or the manufacturing process, packaging, and marketing are modified to be more eco-friendly. Concerns about how products harm the environment have recently been expressed by both manufacturers and consumers. Lead-free paint, organic foods, and low-power (or “energy-efficient”) electrical equipment are examples of products that consumers and manufacturers are focusing on as being “green” or ecologically friendly. Additionally, the importance of the green marketing idea is becoming more and more apparent to marketers. Though numerous green marketing studies have been conducted globally, there hasn’t been much academic research on consumer perception and preferences in India. This study explores consumer green ideals, environmental knowledge, green behaviours, and green products in addition to providing a brief review of environmental challenges. This article emphasises consumer views of and favorites for green marketing tactics and goods through the use of a planned questionnaire. To study was lead on 702 respondents. Customers demonstrated a high level of knowledge about eco marketing tactics and products. The respondents also showed strong environmental values. Research has offered helpful insights for green product marketers owing to the great perceived eco cost amongst customers, and it emphasises essential for creating marketing communication campaigns promoting green products.
在今天的商业世界中,生态问题变得越来越重要。许多政府都关心环境问题。不损害环境的可持续发展是当今公司关注的主要问题。“绿色营销”一词描述了一种促销和销售商品和服务的策略,因为它们对自然界有积极的影响。要么是产品或服务本身是环保的,要么是制造过程、包装和营销经过修改,变得更加环保。最近,制造商和消费者都表达了对产品危害环境的担忧。无铅涂料、有机食品和低功耗(或“节能”)电气设备是消费者和制造商关注的“绿色”或生态友好型产品的例子。此外,绿色营销理念的重要性对营销人员来说越来越明显。尽管在全球范围内进行了大量的绿色营销研究,但在印度,关于消费者感知和偏好的学术研究并不多。本研究探讨了消费者的绿色理想、环境知识、绿色行为和绿色产品,并简要回顾了环境挑战。这篇文章强调消费者的观点和喜欢的绿色营销策略和商品通过使用计划的问卷调查。该研究对702名受访者进行了调查。消费者对生态营销策略和产品表现出较高的知识水平。受访者还表现出强烈的环保价值观。研究为绿色产品营销人员提供了有益的见解,因为消费者感知到巨大的生态成本,它强调了创建推广绿色产品的营销传播活动的必要性。
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引用次数: 2
The systemic tenets of the key supply chain social responsibility approaches 关键供应链社会责任方法的系统原则
Q1 BUSINESS Pub Date : 2023-01-01 DOI: 10.1177/18479790231202420
Mohamed Basta, James Lapalme, Marc Paquet
Social responsibility issues keep reoccurring despite the popularity of numerous approaches perceived widely as adequate. In this paper, the authors conducted a systematic literature review to explore this phenomenon from a systems thinking standpoint. The findings revealed that each approach is founded on a different systemic paradigm, makes different assumptions on the nature of social responsibility issues, and has different objectives when resolving them. Therefore, employing any of these approaches alone will certainly fail given their underlying systemic limitations. The findings also revealed that these approaches are complementary from a critical systems thinking perspective, hence, researchers and practitioners can use their tools and methods together in the form of tailored interventions to better address efficiency, subjectivity, and fairness when resolving social responsibility issues. This paper concludes by proposing a practical framework based on critical systems practice which encompasses four systemic paradigms allowing the inclusion of a spectrum of perspectives, and assumptions.
社会责任问题不断出现,尽管许多方法普遍被认为是适当的。本文通过系统的文献综述,从系统思维的角度对这一现象进行了探讨。研究结果表明,每种方法都建立在不同的系统范式之上,对社会责任问题的性质做出了不同的假设,并且在解决社会责任问题时具有不同的目标。因此,考虑到潜在的系统局限性,单独使用这些方法中的任何一种都肯定会失败。研究结果还表明,从批判性系统思维的角度来看,这些方法是互补的,因此,研究人员和从业人员可以将他们的工具和方法结合起来,以量身定制的干预形式更好地解决社会责任问题时的效率、主观性和公平性。本文最后提出了一个基于关键系统实践的实践框架,该框架包含四个系统范式,允许包含一系列观点和假设。
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引用次数: 0
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International Journal of Engineering Business Management
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