1. Developing an integrated framework for supplier evaluation based on relevant attributes and performance measuresMohsen Cheshmberah, 2020, original scientific article Abstract: Supplier evaluation and selection is essential to any organization, and planning an effective and comprehensive approach to that end seems inevitable. Meanwhile, determining the requisite criteria for evaluating and selecting suppliers is probably one of the most important steps to be taken towards developing an evaluation and selection model in the organization. In this article, first a review of the literature on the criteria and the field of supplier evaluation and selection are provided. These criteria are then placed into proper categories. In order to formulate a supplier evaluation and selection framework for the manufacturing organization under study, the implemented categorization is applied where a list of fifteen attributes and performance criteria is created; where upon it is secured with the help of a designated panel (project team). These features are then screened using Lawshe's method the "social attribute" is removed from the list of fifteen. The remaining 14 other criteria are configured within the SEAP (Suppliers Evaluation based on Attributes and Performances) framework. The framework follows the objective of continually evaluating suppliers, both potential and actual ones through incorporating their performances into their qualification ratings. Based on the proposed framework, suppliers are evaluated on the basis of two types of criteria, - feature (attribute) and performance. Keywords: framework, supplier evaluation, supplier selection, criteria, performance measurement, attributes, Lawshe's method Published in DKUM: 22.08.2024; Views: 73; Downloads: 8 Full text (617,06 KB) This document has many files! More... |
2. Sustainability framework for assessing urban freight transportation measuresEftihia G. Nathanail, Lambros Mitropoulos, Ioannis Karakikes, Giannis Adamos, 2018, original scientific article Abstract: The salient scope of this paper is to enable the knowledge and understanding of urban freight transportation and provide guidance for implementing sustainable policies and measures in a city. To achieve this goal, an evaluation framework for city logistics policies and measures is developed, which demonstrates the complexity of urban freight transportation systems, through selected performance indicators, taking into account divergent stakeholders’ interests, conflicting business models and operations. Evaluation follows a hierarchical process; sustainability disciplines (economy and energy, environment, transportation and mobility, society), applicability enablers (policy and measure maturity, social acceptance and users’ uptake), multiple criteria and indicators, capturing the lifecycle impact of policies and measures and multiple stakeholders. Apart from the multicriteria context, the framework embeds methodologies, including, Impact Assessment, Social Cost Benefit Analysis, Transferability and Adaptability, and Risk Analysis. To demonstrate its applicability a case study is set for the City of Graz assessing the establishment of an Urban Consolidation Center. Results show that there is an overall improvement of 2.2% in the Logistics Sustainability Index when comparing before and after implementation cases of the Urban Consolidation Center. Keywords: framework, logistics assessment, sustainability, urban logistics Published in DKUM: 22.08.2024; Views: 49; Downloads: 9 Full text (1,28 MB) This document has many files! More... |
3. A conceptual framework to establish and operate a global logistics energy hubMahmoud A. Hammad, Sara El Gazzar, Marjan Sternad, 2021, original scientific article Abstract: Energy-consuming countries are affected by obstructions in supplies or conflicts that mayoccur along the energy transit path. Hence, the presence of a global logistics hub for energy acting as a connecting bridge between energy-supplying and energy-consuming countries can overcome suchtroubles, support the sustainable flow of energy, and achieve the overall operational efficiency of theenergy supply chain. However, establishing a global energy hub is a complicated issue, especiallyin the absence of a clear approach for this. Through conducting a systematic literature review on 36 papers over the past two decades, we identified the key determinants for each player in theenergy supply chain and proposed a leading and integrated conceptual framework for establishing and operating a global logistics energy hub, with a particular focus on oil and gas. This article contributes to knowledge by providing a comprehensive review targeting energy hubs from a logistics perspective, as previous studies have addressed energy hubs from other perspectives suchas political, legal, and security perspectives, while the logistics perspective has not been tackled comprehensively. Moreover, the suggested framework can be then used by further researchers to develop the performance of energy hubs. Practically, this framework can be employed to identify the requirements for a country to become a global energy hub. Keywords: global logistics energy hub, energy supply chain, energy transit corridor, oil, gas, conceptual framework, supply chain management, logistics Published in DKUM: 19.08.2024; Views: 78; Downloads: 9 Full text (5,51 MB) This document has many files! More... |
4. Multilingual framework for risk assessment and symptom tracking (MRAST)Valentino Šafran, Simon Lin, Jama Nateqi, Alistair G. Martin, Urška Smrke, Umut Arioz, Nejc Plohl, Matej Rojc, Dina Běma, Marcela Chavez, Matej Horvat, Izidor Mlakar, 2024, original scientific article Abstract: The importance and value of real-world data in healthcare cannot be overstated because it offers a valuable source of insights into patient experiences. Traditional patient-reported experience and outcomes measures (PREMs/PROMs) often fall short in addressing the complexities of these experiences due to subjectivity and their inability to precisely target the questions asked. In contrast, diary recordings offer a promising solution. They can provide a comprehensive picture of psychological well-being, encompassing both psychological and physiological symptoms. This study explores how using advanced digital technologies, i.e., automatic speech recognition and natural language processing, can efficiently capture patient insights in oncology settings. We introduce the MRAST framework, a simplified way to collect, structure, and understand patient data using questionnaires and diary recordings. The framework was validated in a prospective study with 81 colorectal and 85 breast cancer survivors, of whom 37 were male and 129 were female. Overall, the patients evaluated the solution as well made; they found it easy to use and integrate into their daily routine. The majority (75.3%) of the cancer survivors participating in the study were willing to engage in health monitoring activities using digital wearable devices daily for an extended period. Throughout the study, there was a noticeable increase in the number of participants who perceived the system as having excellent usability. Despite some negative feedback, 44.44% of patients still rated the app’s usability as above satisfactory (i.e., 7.9 on 1–10 scale) and the experience with diary recording as above satisfactory (i.e., 7.0 on 1–10 scale). Overall, these findings also underscore the significance of user testing and continuous improvement in enhancing the usability and user acceptance of solutions like the MRAST framework. Overall, the automated extraction of information from diaries represents a pivotal step toward a more patient-centered approach, where healthcare decisions are based on real-world experiences and tailored to individual needs. The potential usefulness of such data is enormous, as it enables better measurement of everyday experiences and opens new avenues for patient-centered care. Keywords: multilingual framework, risk assessment, symptom tracking, chronic diseases, patient-centered care, real-world data Published in DKUM: 12.08.2024; Views: 74; Downloads: 8 Full text (5,29 MB) |
5. Sustainable CSR : Legal and Managerial demands of the new EU legislation (CSRD) for the future corporate governance practicesAndreja Primec, Jernej Belak, 2022, original scientific article Abstract: Despite its short-term use, non-financial reporting is an important measure, as demonstrated by numerous theoretical studies and empirical research. However, the mandatory nature of non-financial reporting and public pressure have persuaded company management to address non-financial issues alongside financial ones. Companies from countries with a more prolonged culture and tradition have been more successful in this respect than the companies from “younger” transition countries. Overall, non-financial reporting has raised the level of social responsibility in companies. However, things are far from ideal. Many uncertain situations, e.g., environmental, health, energy, etc., bring new challenges. They require not only non-financial, but also sustainable solutions. Therefore, it is unsurprising that the disclosure of non-financial information has also been renamed sustainability reporting (regarding designation in legal acts). In the presented research, we analyze how Slovenian companies comply with the current legislation (NFRD) requirements and whether their non-financial reports are qualitatively and quantitatively adequate. We are interested in what changes the new legislative proposal (CSRD) requires from them. Are the efforts of the legislator going in the right direction? Will companies be better prepared for environmental and social risks, and therefore better manage for sustainability once the CSRD is in place? The results suggest that the qualitative part of the non-financial reporting is the weakest. This gap in the quality of (required) non-financial reporting is also the subject of the presented research, which shows the (non)quality of the present non-financial reporting and therefore justifies the development of further requirements. Thus, CSRD introduces mandatory and uniform reporting standards based on double materiality, unification of the system of sanctions, external audit, etc. Therefore, our expectations that the new directive will contribute to more sustainability-oriented corporate governance are legitimate and justified. Since the CSRD harmonized sustainability reporting in the EU, this applies to Slovenia and all member states. Keywords: sustainability reporting, governance factors, legal framework, Directive 2014/95/EU, CSRD proposal Published in DKUM: 01.07.2024; Views: 151; Downloads: 12 Full text (1,04 MB) This document has many files! More... |
6. Drivers and barriers for the adoption of circular economy principles towards efficient resource utilisationVesna Alivojvodić, Filip Kokalj, 2024, original scientific article Abstract: Contemporary societies, whether they have reached advanced levels of economic and social development or are still developing, need to prioritise the implementation of circular economy practices. This will facilitate the shift towards regenerative, sustainable, and closed-loop industrial systems. For now, there are some efforts to encourage patterns of production and consumption through changes in economic trends, development of institutional frameworks, harmonising regulations in the field of environmental protection, and raising the level of social awareness to achieve, above all, greater efficiency of resources. Extensive literature that deals with monitoring the implementation of the circular economy already indicates the existence of numerous barriers in this process but also notices some incentives for raising the degree of circularity of the observed systems. In this paper, the question of whether a single value can represent the level of circularity of the chosen material/product chain is researched. An overview of barriers and drivers for implementing circular economy strategies is given to structure a proper metric framework in correlation to the research question. The objective was to simplify the monitoring of circularity by developing a unique index for comparing material/product chains in similar systems. This was accomplished by using the circular material use (CMU) rate introduced in the European Union and modifying it for financial data calculation. As a result, the circular economy index, which covers all 9R strategies (CEIR), is obtained. The practical verification of model applicability was shown by determining the degree of circularity achieved for passenger cars in the four observed EU countries. Keywords: barriers, 9R framework, circular material use rate, circular economy index, passenger cars Published in DKUM: 19.03.2024; Views: 296; Downloads: 17 Full text (671,51 KB) This document has many files! More... |
7. The potential of ai-driven assistants in scaled agile software developmentVasilka Saklamaeva, Luka Pavlič, 2024, original scientific article Abstract: Scaled agile development approaches are now used widely in modern software engineering, allowing businesses to improve teamwork, productivity, and product quality. The incorporation of artificial intelligence (AI) into scaled agile development methods (SADMs) has emerged as a potential strategy in response to the ongoing demand for simplified procedures and the increasing complexity of software projects. This paper explores the intersection of AI-driven assistants within the context of the scaled agile framework (SAFe) for large-scale software development, as it stands out as the most widely adopted framework. Our paper pursues three principal objectives: (1) an evaluation of the challenges and impediments encountered by organizations during the implementation of SADMs, (2) an assessment of the potential advantages stemming from the incorporation of AI in large-scale contexts, and (3) the compilation of aspects of SADMs that AI-driven assistants enhance. Through a comprehensive systematic literature review, we identified and described 18 distinct challenges that organizations confront. In the course of our research, we pinpointed seven benefits and five challenges associated with the implementation of AI in SADMs. These findings were systematically categorized based on their occurrence either within the development phase or the phases encompassing planning and control. Furthermore, we compiled a list of 15 different AI-driven assistants and tools, subjecting them to a more detailed examination, and employing them to address the challenges we uncovered during our research. One of the key takeaways from this paper is the exceptional versatility and effectiveness of AI-driven assistants, demonstrating their capability to tackle a broader spectrum of problems. In conclusion, this paper not only sheds light on the transformative potential of AI, but also provides invaluable insights for organizations aiming to enhance their agility and management capabilities. Keywords: SAFe, scaled agile framework, AI, artificial intelligence, tools, assistants, agile, large-scale Published in DKUM: 26.01.2024; Views: 342; Downloads: 51 Full text (816,79 KB) |
8. Making the decision to stay at home : developing a community-based care process model for aging in placeKatarina Galof, Zvone Balantič, 2021, original scientific article Abstract: The care of older adults who wish to spend their old age at home should be regulated in every country. The purpose of this article is to illustrate the steps for developing a community-based care process model (CBCPM), applied to a real-world phenomenon, using an inductive, theory-generative research approach to enable aging at home. The contribution to practice is that the collaboration team experts facilitate the application of the process in their own work as non-professional human resources. This means that each older adult is his or her own case study. Different experts and non-experts can engage in the process of meeting needs as required. The empirical work examined the number of levels and steps required and the types of human resources needed. The proposed typology of the CBCPM for older adults can provide insight, offer a useful framework for future policy development, and evaluate pilots at a time when this area of legislation is being implemented. Keywords: independent functioning of older adults, home and community-based providers, healthcare, framework, spiral model Published in DKUM: 12.07.2023; Views: 399; Downloads: 49 Full text (1,15 MB) This document has many files! More... |
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10. uARMSolver: a framework for association rule miningIztok Fister, Iztok Fister, 2020, treatise, preliminary study, study Keywords: association rule mining, categorical attributes, numerical attributes, software framework, optimization Published in DKUM: 17.03.2021; Views: 1446; Downloads: 39 Full text (462,21 KB) This document has many files! More... |