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Sustainability and Operational Excellence opportunities with Industry 4.0, Lean and Circular Economy 工业4.0、精益和循环经济带来的可持续发展和卓越运营机会
Q3 OPERATIONS RESEARCH & MANAGEMENT SCIENCE Pub Date : 2023-10-29 DOI: 10.14488/bjopm.2035.2023
Rodrigo Goyannes Gusmão Caiado, Daniel Luiz de Mattos Nascimento, Juan Manuel Maqueira, Julio Vieira Neto
We are delighted to present this comprehensive editorial note summarizing the seven papers published in response to our Call for Papers on "When Titans Meet – Industry 4.0, Lean, and Circular Economy opportunities towards operational excellence and sustainability." This special issue aimed to explore the convergence of Industry 4.0 (I4.0), Lean Management (LM), and Circular Economy (CE) practices and their implications for achieving sustainability in various domains. The papers selected for this special issue provide valuable insights into this evolving field. [...]
我们很高兴提供这篇全面的社论,总结了响应我们关于“当泰坦相遇-工业4.0,精益和循环经济实现卓越运营和可持续发展的机会”的论文征集而发表的七篇论文。本期特刊旨在探讨工业4.0 (I4.0)、精益管理(LM)和循环经济(CE)实践的融合及其对各个领域实现可持续发展的影响。本期特刊精选的论文为这一不断发展的领域提供了宝贵的见解。[…]
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引用次数: 0
Productivity in a pandemic 大流行时期的生产力
Q3 OPERATIONS RESEARCH & MANAGEMENT SCIENCE Pub Date : 2023-10-25 DOI: 10.14488/bjopm.1642.2023
Santos Ruíz Hernández, Marco Antonio Díaz Martínez, Gabriela Cervantes Zubirías
Goal: The purpose of the study is to identify how Occupational Health conditions and digital communications are related to Productivity in times of pandemic in the manufacturing industry on the Tamaulipas and Texas border. Design / Methodology / Approach: An own instrument was designed for this study; it was applied to 104 informants with responsibility in productive areas in the manufacturing industry; the analysis was performed with SmartPLS. Results: a positive relationship was identified between independent variables of Digital Communications and Occupational Health conditions with respect to the dependent variable Productivity and they explain 69.8% (R2); workers gave more weight to the relationship between Occupational Health conditions with Productivity (51.5%), than to the relationship between Digital Communications and Productivity (39.2%). Limitations of the investigation: the study was analyzed from the perspective of the worker; participation was limited due to access issues due to the pandemic. Practical implications: the study shows an analysis procedure with PLS. Originality / Value: The article shows its relevance by presenting a model to establish relationships between worker health conditions and digital communications with an effect on labor productivity that will have an effect in the post-pandemic.
目标:研究的目的是确定在塔毛利帕斯州和德克萨斯州边境的制造业大流行时期,职业健康状况和数字通信如何与生产力相关。设计/方法/方法:本研究自行设计仪器;它适用于104名在制造业生产领域负责的举报人;使用SmartPLS进行分析。结果:数字通信与职业健康状况的自变量与因变量生产率之间存在正相关关系,解释率为69.8% (R2);工人更重视职业健康状况与生产力之间的关系(51.5%),而不是数字通信与生产力之间的关系(39.2%)。调查的局限性:本研究从工人的角度进行分析;由于大流行病造成的准入问题,参与受到限制。原创性/价值:本文通过提出一个模型来建立工人健康状况与数字通信之间的关系,并对劳动生产率产生影响,从而在大流行后产生影响,从而表明其相关性。
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引用次数: 0
Analysis of the application of recycled polypropylene 再生聚丙烯的应用分析
Q3 OPERATIONS RESEARCH & MANAGEMENT SCIENCE Pub Date : 2023-10-25 DOI: 10.14488/bjopm.1560.2023
Eloiza Kohlbeck, Fernanda Hänsch Beuren, Vanessa Maria Santos
Goal: Analyze the benefits of the application of recycled polypropylene in the evaporation tray of refrigerators in a multinational company of electro-electronic equipment. Design / Methodology / Approach: This research conducts a systematic literature review; performs a Life Cycle Analysis (LCA) of the polypropylene production, interpreting its results through a Pareto Diagram; and presents a case study in a multinational company of white line electro-electronic equipment. Results: The LCA results point out that propylene and the components released by the chemical plant cause the main negative externalities under the environment and human health, so that during PP production, propylene is responsible for 72% of the impacts under global warming and 86% in the face of scarcity of fossil resources. Thus, the case study proposes recycling polypropylene, following the Circular Economy guidelines by aligning the proposal with the Zero Waste policy, with modular design, with Reverse Logistics, and with Sustainable Development Goals. Research limitations: The work presents limitations inherent to literature review works, where filters are used to limit the search (limited to articles, published between 2012 and 2021 and written in English). Practical implications: The research encourages recycling, pointing out its contribution under the environmental, social and economic spheres. Originality / Value: The research presents originality and methodological value by combining qualitative and quantitative methods, and a theoretical and practical approach. Thus, it was possible to implement the research in the multinational company analyzed, and to measure the benefits obtained.
目的:分析某跨国电器电子设备公司将再生聚丙烯应用于冰箱蒸发盘的效益。设计/方法/途径:本研究进行了系统的文献综述;执行聚丙烯生产的生命周期分析(LCA),通过帕累托图解释其结果;并以某跨国白线电子设备公司为例进行了分析。结果:LCA结果指出,丙烯和化工厂释放的成分是造成环境和人类健康负外部性的主要原因,因此在PP生产过程中,丙烯对全球变暖影响的72%和面对化石资源稀缺时的86%负责。因此,本案例研究建议回收聚丙烯,遵循循环经济指导方针,将提案与零废物政策、模块化设计、逆向物流和可持续发展目标相结合。研究局限性:该工作存在文献综述工作固有的局限性,其中使用过滤器来限制搜索(仅限于2012年至2021年之间发表的英文文章)。实际意义:该研究鼓励回收利用,指出其在环境、社会和经济领域的贡献。原创性/价值:本研究以定性与定量相结合、理论与实践相结合的方式呈现原创性和方法论价值。因此,才有可能在跨国公司实施研究分析,并衡量所获得的效益。
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引用次数: 0
An ERP implementation on a beekeeping and honey value chain 在养蜂和蜂蜜价值链上的ERP实施
Q3 OPERATIONS RESEARCH & MANAGEMENT SCIENCE Pub Date : 2023-10-21 DOI: 10.14488/bjopm.1550.2023
John Marcelo Ojeda, Daniel Alejandro Rossit, Adrián Andrés Toncovich
Goal: This research represents a case study on the selection and implementation of ERP systems in the beekeeping and honey production sector, developing a decentralized and digital system accessible to every stakeholder in a cooperative based in the province of Buenos Aires, Argentina. Methodology: The work develops an in-depth analysis of the beekeeping activities and how farmers participate and interact with the cooperative. This enables to distinguish the main features and specifications that an ERP system must have to give proper support to the business functions within the cooperative. Results: This implementation made it possible to make the production process more flexible, improve the traceability of production batches, and reduce costs in the business operation. Limitations: To generalize the results, other experiences from similar organizations should be incorporated. In addition, it would be convenient to reassess the situation when the implementation is fully developed, since this article presents the implementation of essential and critic modules for the operation of the organization. Practical implications: A special feature of this study is that the organization is structured as a cooperative, then each producer is a stakeholder in the system meaning that the decision-making processes are decentralized and transparent to each stakeholder. Originality: This study represents a novel development in using cloud and digital technologies to leverage and foster horizontal organizations such as cooperatives. Digitalization enables to share the information and decisions made by each of the stakeholders, something that strengthens the main purpose of cooperatives. As far as we know, there are no previous studies on developing ERP systems for an agricultural cooperative.
目标:本研究代表了在养蜂和蜂蜜生产部门选择和实施ERP系统的案例研究,在阿根廷布宜诺斯艾利斯省的一个合作社中开发一个分散的数字系统,供每个利益相关者使用。方法:这项工作深入分析了养蜂活动以及农民如何参与和与合作社互动。这使我们能够区分ERP系统必须具备的主要特征和规范,以便为合作社内的业务功能提供适当的支持。结果:使生产过程更加灵活,提高了生产批次的可追溯性,降低了业务运营中的成本。局限性:为了推广结果,应该结合类似组织的其他经验。此外,由于本文介绍了组织运作的基本和关键模块的实现,因此在实现完全开发时重新评估情况将是方便的。实践启示:本研究的一个特别之处在于,该组织是一个合作型组织,每个生产者都是系统中的利益相关者,这意味着决策过程是分散的,对每个利益相关者都是透明的。独创性:这项研究代表了利用云和数字技术来利用和促进合作社等横向组织的新发展。数字化使每个利益攸关方能够共享信息和决策,这加强了合作社的主要目的。据我们所知,目前还没有针对农业合作社开发ERP系统的研究。
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引用次数: 0
Analysis of product-service system logistics strategies in e-commerce 电子商务中产品-服务体系物流策略分析
Q3 OPERATIONS RESEARCH & MANAGEMENT SCIENCE Pub Date : 2023-10-21 DOI: 10.14488/bjopm.1693.2023
None Nicollas Luiz Schweitzer de Souza, Maurício Randolfo Flores, Paulo Augusto Cauchick-Miguel, Enzo Morosini Frazzon
Goal: The main objective of this work is identifying product-service system logistics strategies present in e-commerce. In addition, this research aims to address two main research questions: (i) What are the product-service logistics strategies in e-commerce and how are the strategies applied? and (ii) What are the future research opportunities from the literature? Design / Methodology / Approach: This paper performs a systematic literature review using the Preferred Reporting Items for Systematic Review and Meta-Analysis (PRISMA) method. Using this method, we established criteria for inclusion and exclusion of papers as well as better filters that, after applied during the literature review, we reached the final papers that will be included in the analysis. Results: The main opportunity for applying PSS in e-commerce is related to the migration of logistics services to platforms, in which asset sharing between partners is a potential implementation being tested by start-ups and technological companies. Concerning the results related to the association of PSS and e-commerce, this is still a lack in the literature since many papers are more theoretical and fail to assess the benefits of practical adoption. Limitations of the investigation: Research limitations of this research are according to the structure of the systematic literature review methodology. Practical implications: The results may provide guidance for e-commerce retailers that choose to implement PSS strategies associated with logistics in their sales channels. Originality / Value: This paper originality deals with the study of PSS strategies in e-commerce, since the combination of these approaches is still a research gap. Findings point out that e-commerce is still focused on physical products and the adoption of PSS strategies is not a common topic addressed in this context.
目标:本工作的主要目标是确定电子商务中存在的产品服务系统物流策略。此外,本研究旨在解决两个主要研究问题:(i)电子商务中的产品服务物流战略是什么,这些战略是如何应用的?(ii)从文献来看,未来的研究机会是什么?设计/方法/方法:本文采用系统评价和荟萃分析首选报告项目(PRISMA)方法进行系统文献综述。使用这种方法,我们建立了论文的纳入和排除标准,以及更好的过滤器,在文献综述期间应用后,我们达到了将被纳入分析的最终论文。结果:在电子商务中应用PSS的主要机会与物流服务向平台的迁移有关,其中合作伙伴之间的资产共享是初创企业和技术公司正在测试的潜在实施方案。关于PSS与电子商务关联的结果,这在文献中仍然是缺乏的,因为许多论文更理论化,未能评估实际采用的好处。调查的局限性:本研究的研究局限性是根据系统文献综述方法的结构。实际意义:研究结果可以为电子商务零售商在其销售渠道中选择实施与物流相关的PSS策略提供指导。原创性/价值:本文原创性涉及电子商务中PSS策略的研究,因为这两种方法的结合仍然是一个研究空白。调查结果指出,电子商务仍然专注于实体产品,采用PSS策略并不是在这种背景下解决的常见话题。
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引用次数: 0
Neighborhood selection using the analytical network process method for the capacitated vehicle routing problems 基于分析网络过程方法的有能力车辆路径问题邻域选择
Q3 OPERATIONS RESEARCH & MANAGEMENT SCIENCE Pub Date : 2023-09-25 DOI: 10.14488/bjopm.1398.2023
Melis Alpaslan Takan, Zehra Kamışlı Öztürk
Highlights: Analytical Network Process (ANP) is, for the first time, applied to select the best neighborhood structure of CVRP. ANP considers tangible and intangible criteria and relationships between criteria. Computational results indicate the importance of applying ANP. ANP examines the behaviors of the test problems by considering different criteria. Goal: This scientific research article focuses on developing a performance measurement framework for selecting the neighborhood structure of the capacitated vehicle routing problem using the ANP. The study aims to analyze the studied VRP as a multi criteria decision making process to determine the most efficient neighborhood structure. Design / Methodology / Approach: The first step was using the different neighborhood operators of the vehicle routing problem which were 2-opt, swap, and insert to analyze the problem as a multi criteria decision making process to determine the most efficient neighborhood structure for the problem under study. Secondly, ANP model was developed for the regarding problem to compare these structures to find the best one for the problem. Results: The results demonstrate that 2-opt is the best alternative for the studied CVRP. The studied approach can be used for any other type of the vehicle routing problems. Limitation of the investigation: Thirty-three test problems were determined for three different neighborhood structures. All calculation results were given in detail for comparison on different test problems taken from the literature. Practical implications: The significant contribution of this study is to help logistics companies select the most appropriate neighborhood structure to be used in solving the problem to get quality results in a very short time Originality / Value: To the best of our knowledge, in the literature, there has not been any research comparing the effects of neighborhood structures on the vehicle routing problem by analyzing ANP methodology.
重点:首次将分析网络过程(ANP)用于选择CVRP的最佳邻域结构。ANP考虑有形和无形的标准以及标准之间的关系。计算结果表明了应用ANP的重要性。ANP通过考虑不同的标准来检查测试问题的行为。目的:研究基于ANP的车辆路径问题邻域结构选择的性能度量框架。本研究旨在将所研究的VRP作为一个多准则决策过程来分析,以确定最有效的邻域结构。设计/方法/方法:第一步是利用车辆路径问题的不同邻域算子(2-opt、swap和insert)作为多准则决策过程来分析问题,以确定所研究问题的最有效邻域结构。其次,针对考虑问题建立了ANP模型,对不同的结构进行比较,找出最优的结构。结果:2-opt是CVRP的最佳替代方案。所研究的方法可用于求解其他类型的车辆路径问题。调查的局限性:对三种不同的邻里结构确定了33个测试问题。所有的计算结果都给出了详细的比较,以比较不同的试验问题,从文献。实践启示:本研究的重要贡献在于帮助物流公司选择最合适的邻里结构来解决问题,从而在很短的时间内获得高质量的结果。原创性/价值:据我们所知,在文献中,还没有任何研究通过分析ANP方法来比较邻里结构对车辆路线问题的影响。
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引用次数: 0
Prediction of external corrosion rate in Oil and Gas platforms using ensemble learning 基于集成学习的油气平台外腐蚀速率预测
Q3 OPERATIONS RESEARCH & MANAGEMENT SCIENCE Pub Date : 2023-09-22 DOI: 10.14488/bjopm.1952.2023
Fernanda Ramos Elmas, Marina Polonia Rios, Eduardo Rocha de Almeida Lima, Rodrigo Goyannes Gusmão Caiado, Renan Silva Santos
Goal: This study aims to use artificial intelligence, specifically a random forest model, to predict the annual corrosion rate on FPSO offshore platforms in the oil and gas industry. Corrosion is a significant cause of equipment failure, leading to costly replacements. The random forest model, a machine learning technique, was developed using climatic and other relevant data to forecast corrosion trends based on selected variables. Design/methodology/approach: The methodology involved four steps: identifying influential factors affecting corrosion, selecting factors based on reliability and accessibility of measurements, applying the machine learning model to predict annual corrosion progression, and comparing the random forest model with other ML models. Results - The results showed that the random forest regression model successfully predicted corrosion rates, indicating an average yearly increase of 2.43% on the analyzed platforms. The main factors influencing this increase were wind speed, percentage of measured corrosion, and platform operating time. Regions with higher incidence of these factors are likely to experience higher corrosion rates, necessitating more frequent maintenance. Limitations of the investigation - The research sample consisted exclusively of 4 platforms located in the offshore region of Rio de Janeiro, Brazil. Thus, the results obtained must be interpreted as representative of these platforms and respective climate conditions. Practical implications – The use of data science tools to improve corrosion management allows managers to have knowledge of which areas has a greater or lesser tendency to corrode, helping to prioritize maintenance activities over time. Originality/value - This study aims to fill gaps regarding the use of random forest techniques for regression focused on predicting the rate of increase in corrosion. It offers a novel approach to assist decision-making in maintenance planning, providing insights into influential corrosion factors and facilitating more effective painting plans to preserve industrial unit integrity.
目的:本研究旨在使用人工智能,特别是随机森林模型,来预测石油和天然气行业FPSO海上平台的年腐蚀速率。腐蚀是设备故障的重要原因,导致更换成本高昂。随机森林模型是一种机器学习技术,利用气候和其他相关数据来预测基于选定变量的腐蚀趋势。设计/方法/方法:该方法包括四个步骤:确定影响腐蚀的影响因素,根据测量的可靠性和可及性选择因素,应用机器学习模型预测年度腐蚀进展,并将随机森林模型与其他ML模型进行比较。结果-结果表明,随机森林回归模型成功地预测了腐蚀率,表明所分析平台的腐蚀率平均每年增加2.43%。影响这一增长的主要因素是风速、腐蚀测量百分比和平台运行时间。这些因素发生率较高的地区可能经历更高的腐蚀速率,需要更频繁的维护。调查的局限性-研究样本仅包括位于巴西里约热内卢近海地区的4个平台。因此,所获得的结果必须被解释为这些平台和各自气候条件的代表。实际意义-使用数据科学工具来改进腐蚀管理,使管理人员能够了解哪些区域有更大或更小的腐蚀倾向,有助于优先考虑维护活动。原创性/价值-本研究旨在填补关于使用随机森林技术进行回归的空白,重点是预测腐蚀的增加速度。它提供了一种新颖的方法来协助维护计划的决策,提供对影响腐蚀因素的见解,并促进更有效的涂装计划,以保持工业装置的完整性。
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引用次数: 0
Industry 4.0 adoption and firm efficiency 工业4.0的采用与企业效率
Q3 OPERATIONS RESEARCH & MANAGEMENT SCIENCE Pub Date : 2023-09-21 DOI: 10.14488/bjopm.1958.2023
Saif Ur Rehman
Purpose - Industry 4.0 links smart production processes with embedded system production technologies to open the door to a new technological era that fundamentally alters industry value chains and business structures. This study examines the effects of Industry 4.0 on firm efficiency. Methods - Based on a cross-country sample of 1440 firms operating in the top twelve Giants of Asia-Pacific countries and a control sample with another set of 1440 similar-sized firms from non-adopting firms. Findings - The empirical evidence shows that Industry 4.0 positively impacts firm efficiency. Next, the Tobit model is used for the robustness of the main findings. Further, study also examine the mediating role of intangible assets (human capital and firm reputation) for the impact of Industry 4.0 on firm efficiency. Study findings support the hypotheses that intangible assets mediate the Industry 4.0-firm efficiency relationship. Implications - Study findings have managerial implications for production and operation managers on enhancing firm efficiency. Drawing upon practice-based-view theory, this study is the first to explore the mediating role of intangible assets (human capital and firm reputation) between in-Industry 4.0 and firm performance. Originality - This study shed light on the significance of intangible asset congruence in enhancing Industry 4.0 impact.
目的-工业4.0将智能生产过程与嵌入式系统生产技术联系起来,打开了一个从根本上改变产业价值链和业务结构的新技术时代的大门。本研究考察了工业4.0对企业效率的影响。方法-基于1440家在亚太地区12个大国中运营的公司的跨国样本,以及另一组1440家类似规模的非采用公司的控制样本。研究结果——实证表明,工业4.0对企业效率有积极影响。接下来,Tobit模型用于主要发现的稳健性。此外,研究还考察了无形资产(人力资本和企业声誉)在工业4.0对企业效率影响中的中介作用。研究结果支持了无形资产在工业4.0与企业效率关系中起中介作用的假设。研究结果对生产和经营管理者提高企业效率具有管理意义。利用基于实践的观点理论,本研究首次探讨了无形资产(人力资本和企业声誉)在工业4.0和企业绩效之间的中介作用。独创性——这项研究揭示了无形资产一致性在增强工业4.0影响方面的重要性。
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引用次数: 0
Methods and tools for the development of a Product-Service System: a holistic perspective 开发产品服务系统的方法和工具:整体视角
IF 1.1 Q3 OPERATIONS RESEARCH & MANAGEMENT SCIENCE Pub Date : 2022-01-01 DOI: 10.14488/bjopm.2021.046
Barbara Tokarz, E. Kohlbeck, F. H. Beuren, A. B. Fagundes, D. Pereira
Goal: Present a holistic perspective of methods and tools for the development of Product Service Systems (PSS). Design / Methodology / Approach: The investigation was conducted in two phases. The first phase presents bibliographic and bibliometric analyses, where 132 papers were read in full. In the second stage, of conceptual development, bibliographic data was grouped and validated by PSS specialists through a questionnaire, whose responses were used to conceptualize a model for PSS development. Results: Elaboration of a concept of a model for the development of Product-Service Systems, capable of providing guidance for all stages of its life cycle. Limitations of the investigation: The proposed model was applied to the bike sharing business model. However, a limitation was the lack of some information regarding this case to apply some methods and tools proposed in the conceptual model. Practical implications: The model developed can be used as a guideline for the elaboration or improvement of a PSS proposal, since it provides structure and control to the business models. Originality / Value: The paper demonstrates its originality and relevance by presenting a model centered on a holistic approach, as it provides a perspective of the whole PSS life cycle. Thus, processes are planned and analyzed from the definition of requirements to the destination after use of the PSS.
目标:提出产品服务系统(PSS)开发的方法和工具的整体观点。设计/方法/方法:调查分两个阶段进行。第一阶段介绍书目和文献计量学分析,其中132篇论文全文阅读。在概念发展的第二阶段,书目数据由PSS专家通过问卷进行分组和验证,问卷的回答用于概念化PSS发展模型。结果:产品服务系统开发模型概念的细化,能够为其生命周期的所有阶段提供指导。研究的局限性:本文提出的模型被应用于共享单车商业模式。然而,一个限制是缺乏关于这个案例的一些信息来应用概念模型中提出的一些方法和工具。实际含义:所开发的模型可以用作细化或改进PSS提案的指导方针,因为它为业务模型提供了结构和控制。原创性/价值:本文通过提出一个以整体方法为中心的模型来展示其原创性和相关性,因为它提供了整个PSS生命周期的视角。因此,在使用PSS之后,从需求的定义到目标,过程都被计划和分析。
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引用次数: 1
A decision-making method for consensus building applied to increase the chances of decision implementation in NPOs: the case of fundraising problem 一种用于提高非营利组织决策执行机会的共识建立决策方法:以筹资问题为例
IF 1.1 Q3 OPERATIONS RESEARCH & MANAGEMENT SCIENCE Pub Date : 2022-01-01 DOI: 10.14488/BJOPM.2021.044
Vanessa Coimbra Ziotti, A. Leoneti
Goal: The present research aimed to demonstrate the use of a decision-making method based on game theory to support the resolution of a usual NPO’s management problem, which is the one of fundraising with different stakeholders’ preferences. Design / Methodology / Approach: The application of the method occurred within a NPO in the city of Ribeirao Preto, Brazil, and included: (i) a phase for structuring the problem in the form of a decision matrix; and (ii) a group decision phase for supporting the NPO’s director board in their group decision-making process. Results: The method predicted reasonably well the group decision, whose effects were demonstrated with a greater sense of justice. Two years after the decision made, the authors verified through a new visit to the NPO that the mix of the choice of the group and the method was indeed implemented. Limitations of the investigation: It should be noted that, given the sample size, the results achieved in this study should be corroborated by other studies that eventually replicate the procedures proposed here for verification of the main hypothesis  Practical implications: However, it has been concluded that the use of a formal approach can contribute to the solution of the fundraising problem in NPOs environment, increasing the chances for decision’s implementation. Originality / Value: It is expected that the framework proposed can be used for other problems of group decision making in NPOs by the replication of the procedures presented in the paper.
目的:本研究旨在证明运用基于博弈论的决策方法来支持解决一个常见的非营利组织管理问题,即不同利益相关者偏好的筹资问题。设计/方法/方法:该方法在巴西里贝罗普雷托市的一个国家非政府组织中应用,包括:(i)以决策矩阵的形式组织问题的阶段;(ii)团体决策阶段,支持非营利组织董事董事会的团体决策过程。结果:该方法对群体决策具有较好的预测效果,且具有较强的正义感。两年后,笔者再次走访该非营利组织,证实了团体选择与方法的结合确实得到了实施。调查的局限性:需要注意的是,由于样本量有限,本研究的结果需要其他研究的证实,这些研究最终会重复本文提出的程序,以验证主要假设。实际意义:然而,已经得出的结论是,使用正式方法有助于解决非营利组织环境中的筹款问题,增加决策实施的机会。原创性/价值:预期所提出的框架可以通过复制文件中提出的程序来用于解决本国专业人员群体决策的其他问题。
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引用次数: 0
期刊
Brazilian Journal of Operations & Production Management
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