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Constructing causal loop diagrams from large interview data sets 从大型访谈数据集构建因果循环图
3区 管理学 Q1 Social Sciences Pub Date : 2023-09-12 DOI: 10.1002/sdr.1745
Pablo Newberry, Neil Carhart
Abstract “Tackling the Root Causes Upstream of Unhealth Urban Development” is a trans‐disciplinary research project seeking to map and understand urban development decision‐making, visualise stakeholder mental models and codevelop improvement interventions. The project's primary data was gathered through 123 semistructured interviews. This article applies, compares, and discusses four variations on a method for constructing causal loop diagrams to illuminate mental models and collective decision‐making, based on manual and semiautomated processes applied to individual interview transcripts and datasets collected by thematic analysis. It concludes that while semiautomated approaches offer some time saving over manual approaches when applied to large data sets, care is required in interpreting and including peripheral contextual variables at the boundaries of the thematic analysis. Decisions regarding automation depend on the purpose of the modelling. Finally, the article recommends future applications record quantitative descriptors characterising the process of constructing CLDs from large qualitative data sets. © 2023 The Authors. System Dynamics Review published by John Wiley & Sons Ltd on behalf of System Dynamics Society.
“解决不健康城市发展上游的根本原因”是一个跨学科的研究项目,旨在绘制和理解城市发展决策,可视化利益相关者的心理模型,并共同开发改善干预措施。该项目的主要数据是通过123个半结构化访谈收集的。本文应用、比较并讨论了构建因果循环图的方法的四种变体,以阐明心理模型和集体决策,该方法基于人工和半自动过程,应用于个人访谈记录和主题分析收集的数据集。它的结论是,虽然半自动方法在应用于大型数据集时比人工方法节省了一些时间,但在解释和包括主题分析边界的外围上下文变量时需要小心。关于自动化的决策取决于建模的目的。最后,文章建议未来的应用记录定量描述符,描述从大型定性数据集构建cld的过程。©2023作者。John Wiley &出版的《系统动力学评论》;儿子有限公司代表系统动力学学会。
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引用次数: 0
Disequilibrium supply‐and‐demand allocation with differentiated products 差异化产品的供需分配不平衡
IF 4.8 3区 管理学 Q1 Social Sciences Pub Date : 2023-09-05 DOI: 10.1002/sdr.1744
George Backus
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引用次数: 0
Uncovering dynamic complexity in annual reports: a methodological approach using resource mapping 揭示年度报告的动态复杂性:一种利用资源测绘的方法
IF 4.8 3区 管理学 Q1 Social Sciences Pub Date : 2023-08-23 DOI: 10.1002/sdr.1741
M. Kunc, Federico Barnabé, M. Giorgino
This study explores the role of qualitative system dynamics (SD) models in representing and analyzing the information of corporate annual reports by uncovering their hidden “dynamic complexity.” The study employs a specific qualitative SD technique, resource mapping, and outlines a methodology to apply it in practice. This study has several contributions. First, it provides methodological guidelines and practical insights on how to apply qualitative SD, using stock‐and‐flow diagrams, in the field of corporate reporting to represent visually and analyze the dynamic complexity implicit in businesses. Second, it underlines the performative role of accounting together with qualitative SD. Specifically, it provides useful insights into how to use qualitative SD in the accounting field to enhance both internal analysis and external communication, thereby supporting decision‐making processes. Third, it shows how to integrate different discipline‐related technical languages, thereby bridging differences in backgrounds, skills, and expertise that might characterize intended readers and users. © 2023 The Authors. System Dynamics Review published by John Wiley & Sons Ltd on behalf of System Dynamics Society.
本研究通过揭示其隐藏的“动态复杂性”,探讨了定性系统动力学(SD)模型在代表和分析公司年度报告信息方面的作用。本研究采用了一种特定的定性系统动力学技术,即资源映射,并概述了一种在实践中应用该技术的方法。这项研究有几个贡献。首先,它提供了方法指南和实践见解,说明如何在公司报告领域使用股票和流程图应用定性SD,以直观地表示和分析企业隐含的动态复杂性。其次,它强调了会计与定性可持续发展的绩效作用。具体而言,它为如何在会计领域使用定性可持续发展提供了有用的见解,以加强内部分析和外部沟通,从而支持决策过程。第三,它展示了如何整合不同的学科相关技术语言,从而弥合潜在读者和用户在背景、技能和专业知识方面的差异。©2023作者。John Wiley&Sons Ltd代表系统动力学协会出版的《系统动力学评论》。
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引用次数: 0
From low‐hanging fruit to high‐impact sustainability transformations: unpacking dynamics of intra‐ and interorganizational capability traps 从低挂的果实到高影响的可持续性转型:拆解组织内部和组织间能力陷阱的动态
IF 4.8 3区 管理学 Q1 Social Sciences Pub Date : 2023-08-13 DOI: 10.1002/sdr.1742
Jeroen Struben, Florian Kapmeier
Why are organizations and markets slow to transform toward sustainability despite the abundant well‐recognized opportunities it provides? An important subset of the phenomena this question addresses involves decision‐makers recognizing the existence of opportunities but failing to undertake ambitious, effective, sufficient, or timely action. Building on existing research on capability traps, market formation, and managing sustainability, we focus on the forces constraining organizations from developing the capabilities and market infrastructures required for sustainability transformations. We characterize types of sustainability initiatives and, using causal loop diagramming, visualize structures that enable and constrain how organizations can navigate individually and collectively worse‐before‐better dynamics resulting from uncertain, nonlinear, and delayed returns. Being under day‐to‐day pressures and deeply intertwined within their environment, organizational actors find it difficult to recognize, undertake, maintain, and coordinate necessary efforts internally and externally. We discuss research implications and directions for future research on avoiding these traps and accelerating sustainability transformations. © 2023 The Authors. System Dynamics Review published by John Wiley & Sons Ltd on behalf of System Dynamics Society.
为什么组织和市场在向可持续发展转型方面进展缓慢,尽管它提供了大量公认的机会?这个问题所涉及的现象的一个重要子集涉及决策者认识到机会的存在,但未能采取雄心勃勃、有效、充分或及时的行动。在现有关于能力陷阱、市场形成和管理可持续性的研究基础上,我们重点关注制约组织发展可持续性转型所需的能力和市场基础设施的力量。我们描述了可持续性举措的类型,并使用因果循环图,可视化了结构,这些结构使组织能够单独和集体地驾驭由不确定、非线性和延迟回报导致的前所未有的糟糕动态。在日常压力下,组织行动者在其环境中深深地交织在一起,他们发现很难识别、承担、维护和协调内部和外部的必要努力。我们讨论了避免这些陷阱和加速可持续性转型的研究意义和未来研究方向。©2023作者。John Wiley&Sons Ltd代表系统动力学协会出版的《系统动力学评论》。
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引用次数: 0
Evaluating and mitigating locally and nationally variable food security dynamics in Guatemala through participatory causal loop diagram building 通过参与式因果循环图的构建,评估和缓解危地马拉地方和国家可变的粮食安全动态
IF 4.8 3区 管理学 Q1 Social Sciences Pub Date : 2023-07-26 DOI: 10.1002/sdr.1739
Juliana Isaac, J. Carrera, Ottoniel Monterroso Rivas, Juventino Gálvez Ruano, María Rueda Martínez, Azam Khowaja, Julian Russell, Julien J. Malard-Adam, Humberto Monardes, J. Adamowski, H. Melgar-Quiñonez
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引用次数: 0
Never the strongest: reconciling the four schools of thought in system dynamics in the debate on quality 从来不是最强的:在关于质量的辩论中调和系统动力学的四个思想流派
IF 4.8 3区 管理学 Q1 Social Sciences Pub Date : 2023-07-19 DOI: 10.1002/sdr.1740
T. Clancy, Saeed P. Langarudi, R. Zaini
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引用次数: 1
Grounding alcohol simulation models in empirical and theoretical alcohol research: a model for a Northern Plains population in the United States. 酒精模拟模型在经验和理论酒精研究中的基础:美国北部平原人口的模型
IF 1.7 3区 管理学 Q3 MANAGEMENT Pub Date : 2023-07-01 Epub Date: 2023-06-13 DOI: 10.1002/sdr.1738
Arielle R Deutsch, Edward Chau, Nikki Motabar, Mohammad S Jalali

The growing number of systems science simulation models for alcohol use (AU) are often disconnected from AU models within empirical and theoretical alcohol research. As AU prevention/intervention efforts are typically grounded in alcohol research, this disconnect may reduce policy testing results, impact, and implementation. We developed a simulation model guided by AU research (accounting for the multiple AU stages defined by AU behavior and risk for harm and diverse transitions between stages). Simulated projections were compared to historical data to evaluate model accuracy and potential policy leverage points for prevention and intervention at risky drinking (RD) and alcohol use disorder (AUD) stages. Results indicated prevention provided the greatest RD and AUD reduction; however, focusing exclusively on AUD prevention may not be effective for long-term change, given the continued increase in RD. This study makes a case for the strength and importance of aligning subject-based research with systems science simulation models.

越来越多的酒精使用系统科学模拟模型(AU)往往与经验和理论酒精研究中的AU模型脱节。由于非盟的预防/干预工作通常以酒精研究为基础,这种脱节可能会降低政策测试的结果、影响和实施。我们开发了一个以非盟研究为指导的模拟模型(考虑了由非盟行为和伤害风险定义的多个非盟阶段以及阶段之间的多样化过渡)。将模拟预测与历史数据进行比较,以评估模型的准确性和在危险饮酒(RD)和酒精使用障碍(AUD)阶段预防和干预的潜在政策杠杆点。结果表明,预防可以最大程度地降低RD和AUD;然而,考虑到RD的持续增加,仅仅关注AUD预防可能对长期变化无效。本研究证明了将基于学科的研究与系统科学结合起来的力量和重要性
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引用次数: 0
Challenges for sustainability: misperceptions and misleading advice 可持续发展的挑战:误解和误导性建议
IF 4.8 3区 管理学 Q1 Social Sciences Pub Date : 2023-05-14 DOI: 10.1002/sdr.1733
Erling Moxnes
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引用次数: 1
As simple as possible but not simpler: structural sensitivity testing of a dynamic model of adolescent overweight and obesity 尽可能简单,但不简单:青少年超重和肥胖动态模型的结构敏感性测试
IF 4.8 3区 管理学 Q1 Social Sciences Pub Date : 2023-05-01 DOI: 10.1002/sdr.1732
E. Romanenko, J. Homer, N. Lien
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引用次数: 2
The four main elements of dynamic complexity 动态复杂性的四个主要元素
IF 4.8 3区 管理学 Q1 Social Sciences Pub Date : 2023-04-21 DOI: 10.1002/sdr.1731
Hakan Yasarcan
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引用次数: 2
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