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Enhancing the Intellectual Capital of Research and Development Centres using Business Intelligence: A System Dynamics Approach 利用商业智能提升研发中心的智力资本:系统动力学方法
IF 2.7 4区 管理学 Q1 Social Sciences Pub Date : 2024-03-04 DOI: 10.1002/sres.3003
Ali Akbar Haddadi Harandi, C. Valmohammadi, Seyed Hossein Hosseini
This study employs system dynamics simulation to examine the scenarios and policies aimed at enhancing the intellectual capital of R&D centres. Through an in‐depth review of the relevant literature, such as thematic analysis, along with an examination of regulations and expert interviews and focus group discussions as well, the dimensions, variables and measurement indicators associated with Intellectual Capital and Business Intelligence, were identified. The dynamic relationships among these variables are then modelled, and the model's behaviour is simulated. By implementing two scenarios, namely reducing government financial support and increasing the competitive environment, the simulation results indicate that the enhancement of informational and relational capital will improve structural capital and increase business intelligence. Over ten years of simulation, the centre's dedicated revenue will grow by more than 150%. The proposed dynamic modelling and system behaviour simulation can serve as a basis for setting an intellectual capital framework in R&D centres, particularly in developing countries.
本研究采用系统动力学模拟来研究旨在增强研发中心智力资本的方案和政策。通过对专题分析等相关文献的深入研究,以及对法规、专家访谈和焦点小组讨论的研究,确定了与智力资本和商业智能相关的维度、变量和衡量指标。然后对这些变量之间的动态关系进行建模,并对模型的行为进行模拟。通过实施两种方案,即减少政府财政支持和增加竞争环境,模拟结果表明,信息资本和关系资本的增强将改善结构资本并提高商业智能。在十年的模拟过程中,该中心的专项收入将增长 150% 以上。拟议的动态建模和系统行为模拟可作为研发中心(尤其是发展中国家的研发中心)制定知识资本框架的基础。
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引用次数: 0
Political and economic instrumentalisation of science: Towards an extended concept of corruption 科学的政治和经济工具化:走向扩展的腐败概念
IF 2.7 4区 管理学 Q1 Social Sciences Pub Date : 2024-02-22 DOI: 10.1002/sres.3001
Krešimir Žažar, Steffen Roth
Popular perception holds that science has been distorted by the pressure of expectations of economic utility or political desirability. Grounded in Niklas Luhmann's system theory, this paper examines the interplay of the political, economic and scientific subsystem of society to scrutinise the idea that science has been corrupted by economy and politics. To this end, we extend the notion of corruption beyond the common, predominantly legal meaning. As a result, we identify organisations as loci of corruptions that can occur at the interfaces of economy, politics and law as much as at the interfaces of science, education and economy or science, politics and health. We conclude that further conceptual and empirical research on these and similar cases of corruption is a worthy scientific goal.
人们普遍认为,在经济效用预期或政治愿望的压力下,科学已被扭曲。本文以尼克拉斯-卢曼(Niklas Luhmann)的系统理论为基础,研究了社会的政治、经济和科学子系统之间的相互作用,以审视科学已被经济和政治所腐蚀的观点。为此,我们扩展了腐败的概念,使其超越了一般的、以法律为主的含义。因此,我们将组织视为腐败的发生地,腐败可能发生在经济、政治和法律的交界处,也可能发生在科学、教育和经济或科学、政治和健康的交界处。我们的结论是,对这些和类似的腐败案例进行进一步的概念和实证研究是一个值得追求的科学目标。
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引用次数: 1
Enhancing group recommender systems: A fusion of social tagging and collaborative filtering for cohesive recommendations 增强群体推荐系统:融合社交标签和协同过滤,实现有凝聚力的推荐
IF 2.7 4区 管理学 Q1 Social Sciences Pub Date : 2024-02-14 DOI: 10.1002/sres.3000
Jian Wang, Asif Kamran, Fakhar Shahzad, Nadeem Ahmad Syed
This study examines the challenges and opportunities of using group recommendation systems in an information overload scenario. Social network recommendation systems are increasingly important because they deliver users customized choices. Most existing solutions are geared for single users, making it difficult to propose for a group with different interests. This paper analyses group recommendation systems and exposes their flaws. This study tested whether the suggested approach outperforms the one without tagging information in recall, precision, and user satisfaction. Empirical evidence indicates that the algorithm exhibits appropriate levels of reliability and accuracy compared to conventional methods. The proposed approach has the potential to substantially enhance the existing state of social network group recommendation systems, thereby facilitating users in their quest to identify and participate in groups that align with their preferences.
本研究探讨了在信息过载的情况下使用群体推荐系统所面临的挑战和机遇。社交网络推荐系统越来越重要,因为它能为用户提供个性化选择。现有的大多数解决方案都是针对单个用户的,因此很难为具有不同兴趣的群体提供推荐。本文分析了群体推荐系统,并揭示了其缺陷。这项研究测试了所建议的方法在召回率、精确度和用户满意度方面是否优于没有标记信息的方法。经验证据表明,与传统方法相比,该算法具有适当的可靠性和准确性。所建议的方法有可能大大改善社交网络群体推荐系统的现有状况,从而帮助用户识别并参与符合其偏好的群体。
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引用次数: 0
Archetypal representations of dilemmas concerning invasive alien species management—A case of invasive Lantana camara in the protected areas of Nilgiri Biosphere Reserve, India 外来入侵物种管理两难困境的典型表述--印度尼尔吉里生物圈保护区的外来入侵物种 Lantana camara 案例
IF 2.7 4区 管理学 Q1 Social Sciences Pub Date : 2024-01-31 DOI: 10.1002/sres.2999
Thangatur Sukumar Hariharan, Lakshmanasamudram Sriramamurthi Ganesh, Venkatraman Vijayalakshmi, Piyush Sharma, Vidyasagar Potdar
This multi-site case study on the invasive alien plant Lantana camara in protected areas of Nilgiri Biosphere Reserve, India, addresses the reasons for inadequate institutional responses from stakeholders in managing the species despite the seriousness. The study uses thematic analysis and qualitative systems approach. The themes are converted into a qualitative-system-dynamics model and are then abstracted into system archetypes. The study identified three major themes: the dilemma involving stakeholders, the dilemma of alternative and commercial use of Lantana, and the Lantana management conundrum. The study translated these dilemmas into four generalisable archetypes: ‘drifting goals’, ‘modified-shifting-the-burden’, ‘fixes-that-fail’ and ‘substitution rebound’. The latest is a novel contribution to the systems literature. Practically, the study helps understand the recurring undesired behavioural patterns in invasive species management and suggests policy and governance changes to tackle them. The study also points towards building stakeholder relationship protocols, focussing on fundamental solutions and having clear Lantana management targets.
这项关于印度尼尔吉里生物圈保护区外来入侵植物 Lantana camara 的多地点案例研究,探讨了尽管外来入侵植物 Lantana camara 的危害严重,但利益相关方在管理该物种时却没有采取充分的制度性应对措施的原因。研究采用了主题分析和定性系统方法。主题被转换为定性系统动力学模型,然后被抽象为系统原型。研究确定了三大主题:涉及利益相关者的困境、香根草替代和商业利用的困境以及香根草管理难题。研究将这些困境转化为四种可通用的原型:"漂移的目标"、"修改后的负担转移"、"失败的修复 "和 "替代反弹"。最新研究成果是对系统文献的新贡献。在实践中,这项研究有助于理解入侵物种管理中反复出现的不良行为模式,并提出政策和治理变革建议以解决这些问题。该研究还指出,应建立利益相关者关系协议,注重根本解决方法,并制定明确的香根草管理目标。
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引用次数: 0
Understanding vehicle demand dynamics in Indian road transport: A qualitative framework 了解印度公路运输中的车辆需求动态:定性框架
IF 2.7 4区 管理学 Q1 Social Sciences Pub Date : 2024-01-29 DOI: 10.1002/sres.2998
Ram Santran, Rhythm Singh
The demand for vehicles in India is on a continuous rise, primarily attributed to increasing income levels. The Indian government has initiated steps to decarbonize the transport sector, offering incentives for alternate vehicles' adoption. This study introduces a qualitative framework, employing a causal structure to comprehend the dynamics of vehicle demand. The framework takes into account critical feedback loops that influence the demand for alternate vehicles and, consequently, the overall vehicle demand. The causal loop diagram for vehicle demand encompasses five key domains: socio-economic development, infrastructure development, environmental awareness, fuel supply market and alternate vehicle technology. Notably, economic activity, urban sprawl, vehicle demand, alternate vehicle technology improvement, and the sustainability and fuel constraints linked with internal combustion engine vehicles emerge as the critical aspects governing the dynamics of the model. The leverage and intervention points influencing the vehicle demand are also identified. Further, based on the evolving interaction of the various reinforcing and balancing loops, this work identifies three distinct phases of the evolution of vehicle demand dynamics in India, namely, the emerging phase (2020–2040), the growth phase (2040–2060) and the stagnation phase (2060–2080). The paper discusses the crucial features of these phases.
印度对汽车的需求持续上升,这主要归因于收入水平的提高。印度政府已开始采取措施使交通部门去碳化,并为替代车辆的采用提供激励措施。本研究引入了一个定性框架,采用因果结构来理解车辆需求的动态变化。该框架考虑到了影响替代车辆需求的关键反馈回路,进而影响车辆的整体需求。车辆需求的因果循环图包括五个关键领域:社会经济发展、基础设施发展、环境意识、燃料供应市场和替代车辆技术。值得注意的是,经济活动、城市扩张、汽车需求、替代汽车技术的改进以及与内燃机汽车相关的可持续性和燃料限制是影响模型动态的关键因素。此外,还确定了影响车辆需求的杠杆和干预点。此外,基于各种强化和平衡循环的互动演变,本文确定了印度汽车需求动态演变的三个不同阶段,即新兴阶段(2020-2040 年)、增长阶段(2040-2060 年)和停滞阶段(2060-2080 年)。本文讨论了这些阶段的关键特征。
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引用次数: 0
Professionalism in artificial intelligence: The link between technology and ethics 人工智能的职业精神:技术与道德之间的联系
IF 2.7 4区 管理学 Q1 Social Sciences Pub Date : 2024-01-21 DOI: 10.1002/sres.2994
Anton Klarin, Hossein Ali Abadi, Rifat Sharmelly
Ethical conduct of artificial intelligence (AI) is undoubtedly becoming an ever more pressing issue considering the inevitable integration of these technologies into our lives. The literature so far discussed the responsibility domains of AI; this study asks the question of how to instil ethicality into AI technologies. Through a three‐step review of the AI ethics literature, we find that (i) the literature is weak in identifying solutions in ensuring ethical conduct of AI, (ii) the role of professional conduct is underexplored, and (iii) based on the values extracted from studies about AI ethical breaches, we thus propose a conceptual framework that offers professionalism as a solution in ensuring ethical AI. The framework stipulates fairness, nonmaleficence, responsibility, freedom, and trust as values necessary for developers and operators, as well as transparency, privacy, fairness, trust, solidarity, and sustainability as organizational values to ensure sustainability in ethical development and operation of AI.
考虑到人工智能(AI)技术不可避免地融入我们的生活,人工智能的伦理行为无疑正成为一个日益紧迫的问题。迄今为止,相关文献讨论的是人工智能的责任领域;本研究提出的问题是如何为人工智能技术注入伦理性。通过对人工智能伦理文献进行三步回顾,我们发现:(i) 文献在确定确保人工智能伦理行为的解决方案方面存在不足;(ii) 专业行为的作用未得到充分探讨;(iii) 基于从有关人工智能伦理违规行为的研究中提取的价值观,我们提出了一个概念框架,将专业精神作为确保人工智能伦理的解决方案。该框架将公平、非恶意、责任、自由和信任作为开发者和操作者的必要价值观,并将透明、隐私、公平、信任、团结和可持续性作为组织价值观,以确保人工智能伦理开发和运营的可持续性。
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引用次数: 0
An application of systems thinking to group-based organisations 系统思维在团体组织中的应用
IF 2.7 4区 管理学 Q1 Social Sciences Pub Date : 2024-01-15 DOI: 10.1002/sres.2995
Debadutta Kumar Panda
This study conceptualised self-help groups (SHGs) from the behavioural systems perspective. It adopted the grounded theory approach for data collection and analysis; and the development of structural frameworks through causal inferences. The behavioural system of the SHGs had psychological and behavioural input (interest, motivation, intention, value, belief and need), psychological and behavioural process (adaptability, receptibility and cognitive ability), psychological and behavioural output (social behaviour, psychological behaviour, economical behaviour and ecological behaviour), and environment (macroeconomic environment, policy environment, social–cultural–political environment of village, and institutional environment of the village). The psychological and behavioural input, process, and output exhibited interdependencies. The conceptual categories within them showed causal interactions. The study provided a new lens to the debate on self-help group-based microentrepreneurship and group dynamics. The study found the systemic approach of SHG functioning and the peer pressure mechanisms built upon psychological and behavioural characteristics.
本研究从行为系统的角度对自助团体(SHGs)进行了概念化。研究采用基础理论方法进行数据收集和分析,并通过因果推论建立结构框架。自助团体的行为系统包括心理和行为输入(兴趣、动机、意向、价值、信念和需求)、心理和行为过程(适应性、接受性和认知能力)、心理和行为输出(社会行为、心理行为、经济行为和生态行为)以及环境(宏观经济环境、政策环境、村庄的社会文化政治环境和村庄的制度环境)。心理和行为的输入、过程和输出呈现出相互依存的关系。其中的概念类别显示出因果互动关系。这项研究为有关基于自助小组的微型创业和小组动力的讨论提供了一个新的视角。研究发现,自助小组运作的系统方法和同伴压力机制建立在心理和行为特征之上。
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引用次数: 0
What is the noosphere? Planetary superorganism, major evolutionary transition and emergence 什么是生物圈?行星超级有机体、重大进化转变和出现
IF 2.7 4区 管理学 Q1 Social Sciences Pub Date : 2024-01-13 DOI: 10.1002/sres.2997
Clément Vidal
The noosphere remains an underappreciated and understudied idea despite that it provides unique hope towards a positive and meaningful global integration. A core reason for this lack of attention is that its very definition is often unclear both in the West with Teilhard de Chardin and in the East with Vernadsky. I show how Living Systems Theory can clarify two fundamental meanings: the noosphere as a planetary superorganism and the noosphere as a sphere of mind, storing, processing and spreading information. I also present two key aspects to better grasp the concept: the noosphere as a planetary major evolutionary transition and the noosphere as the emergence of something radically new, which might include a planetary consciousness, or a planet seeking to find or contact other noospheres.
尽管 "新圈 "为积极和有意义的全球一体化带来了独特的希望,但它仍然是一个未得到充分重视和研究的概念。缺乏关注的一个核心原因是,无论是在西方的泰勒哈德-德-夏尔丹那里,还是在东方的维尔纳茨基那里,"新圈 "的定义往往都不明确。我将展示生命系统理论如何阐明两个基本含义:作为行星超级有机体的生命圈和作为存储、处理和传播信息的心智圈的生命圈。为了更好地理解这一概念,我还介绍了两个关键方面:作为行星重大进化转变的生物圈,以及作为全新事物出现的生物圈,其中可能包括行星意识,或寻求寻找或接触其他生物圈的行星。
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引用次数: 0
System modelling: Exploring engineering students perceptions and learning outcomes 系统建模:探索工科学生的看法和学习成果
IF 2.7 4区 管理学 Q1 Social Sciences Pub Date : 2023-12-27 DOI: 10.1002/sres.2996
Ademola Amida, Woei Hung, Sameera Algarni
This study explored the students' perceptions and key learning outcomes with the use of system modelling (SM) instructional strategy. Specifically, the study sought to understand students' perceptions and experiences with the use of SM in enhancing their conceptual and application knowledge, as well as problem-solving and system thinking skills. The study employed a qualitative inquiry approach to gain insight into engineering students' experiences. Data were collected using semi-structured interviews and students' artefacts, including problem-solving surveys and modelling diagrams. Overall, the findings indicated promising effects of the SM approach on students' learning outcomes. Seven major themes emerged from the interview data, including problem diagnosis, interconnection, linearity, external representation, wholeness, organized problem-solving approach and systematic process. The problem-solving inventory survey responses indicated that participants believed that the SM approach enhanced their problem-solving skills. Furthermore, the model diagram analysis suggested that all participants showed moderate gain in system thinking skills after the SM strategy. This paper presents these findings and the pedagogical implications for engineering education.
本研究探讨了学生对使用系统建模(SM)教学策略的看法和主要学习成果。具体而言,研究试图了解学生对使用系统建模来提高概念和应用知识以及解决问题和系统思维能力的看法和经验。本研究采用定性探究的方法来深入了解工科学生的经验。数据收集采用了半结构式访谈和学生作品,包括问题解决调查和建模图。总体而言,研究结果表明,SM 方法对学生的学习成果产生了良好的影响。访谈数据中出现了七大主题,包括问题诊断、相互联系、线性、外部表征、整体性、有组织的问题解决方法和系统过程。问题解决清单调查反馈表明,参与者认为 SM 方法提高了他们解决问题的能力。此外,模型图分析表明,在采用 SM 策略后,所有参与者的系统思维能力都有适度提高。本文介绍了这些研究结果以及对工程教育的教学意义。
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引用次数: 0
A study of key factors that influence and enable patient empowerment: A systems approach 研究影响和促进患者赋权的关键因素:系统方法
IF 2.7 4区 管理学 Q1 Social Sciences Pub Date : 2023-12-27 DOI: 10.1002/sres.2992
Saad Bani Hani, Brian Sauser, Suman Niranjan, Tony Willoughby
Global crises have forced the healthcare sector to advance the way they practise. Patient empowerment has emerged as one of the solutions to face these challenges. Nevertheless, patient empowerment is still lacking for accepted conditions, making it difficult to effectively promote within the healthcare system. This study aims to systemically map the concept of patient empowerment using principles of systems thinking with the Boardman Soft Systems Methodology that enables a graphical visualization (i.e., Systemigrams). This includes levels of patient empowerment and their relationship with other concepts such as health literacy, health providers, self-management, patient characteristics and healthcare outcomes. This study contributes to the literature by (a) articulating a set of conditions to enable patient empowerment, (b) identifying the key concept that might influence the level of patient empowerment and (c) providing guidance and propositions for future research that can promote and further study patient empowerment.
全球危机迫使医疗保健部门改进其工作方式。患者赋权已成为应对这些挑战的解决方案之一。然而,在公认的条件下,患者赋权仍然缺乏,因此很难在医疗保健系统内有效推广。本研究旨在利用系统思维的原则,通过可实现图形可视化(即系统图)的博曼软系统方法,系统地绘制患者赋权概念图。这包括患者赋权的水平及其与其他概念的关系,如健康素养、医疗服务提供者、自我管理、患者特征和医疗结果。本研究通过以下方式对相关文献做出了贡献:(a)阐明了实现患者赋权的一系列条件;(b)确定了可能影响患者赋权水平的关键概念;以及(c)为促进和进一步研究患者赋权的未来研究提供了指导和建议。
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引用次数: 0
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SYSTEMS RESEARCH AND BEHAVIORAL SCIENCE
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