首页 > 最新文献

FUTURES & FORESIGHT SCIENCE最新文献

英文 中文
Simplification errors in predictive models 预测模型的简化误差
Pub Date : 2024-05-15 DOI: 10.1002/ffo2.184
Barbara L. van Veen, J. Roland Ortt

Organizational and political responses to strategic surprises such as the credit crunch in 2008 and the pandemic in 2020 are increasingly reliant on scientific insights. As a result, the accuracy of scientific models has become more critical, and models have become more complex to capture the real-world phenomena as best as they can. So much, so that appeals for simplification are beginning to surface. But unfortunately, simplification has its issues. Too simple models are so generic that they no longer accurately describe or predict real-world cause-effect relationships. On the other hand, too complex models are hard to generalize. Somewhere on the continuum between too simple and too complex lies the optimal model. In this article, the authors contribute to the ongoing discussion on model complexity by presenting a logical and systematic framework of simplification issues that may occur during the conceptualization and operationalization of variables, relationships, and model contexts. The framework was developed with the help of two cases, one from foresight, a relatively young discipline, and the other from the established discipline of innovation diffusion. Both disciplines have a widely accepted foundational predictive model that could use another look. The shared errors informed the simplification framework. The framework can help social scientists to detect possible oversimplification issues in literature reviews and inform their choices for either in- or decreases in model complexity.

对于诸如 2008 年信贷紧缩和 2020 年大流行病等战略性意外事件,组织和政治对策越来越依赖于科学洞察力。因此,科学模型的准确性变得更加重要,模型也变得更加复杂,以尽可能地捕捉现实世界的现象。如此一来,简化的呼声开始浮出水面。但遗憾的是,简化也有其问题。过于简单的模型过于笼统,无法准确描述或预测现实世界中的因果关系。另一方面,过于复杂的模型也难以推广。在过于简单和过于复杂之间的某处就是最佳模型。在本文中,作者针对变量、关系和模型背景的概念化和操作化过程中可能出现的简化问题,提出了一个逻辑性和系统性的框架,为正在进行的关于模型复杂性的讨论做出了贡献。该框架是在两个案例的帮助下建立起来的,一个来自相对年轻的学科展望,另一个来自成熟的创新扩散学科。这两门学科都有一个广为接受的基础预测模型,但需要重新审视。共同的错误为简化框架提供了依据。该框架可以帮助社会科学家发现文献综述中可能存在的过度简化问题,并为他们选择增加或减少模型复杂性提供参考。
{"title":"Simplification errors in predictive models","authors":"Barbara L. van Veen,&nbsp;J. Roland Ortt","doi":"10.1002/ffo2.184","DOIUrl":"10.1002/ffo2.184","url":null,"abstract":"<p>Organizational and political responses to strategic surprises such as the credit crunch in 2008 and the pandemic in 2020 are increasingly reliant on scientific insights. As a result, the accuracy of scientific models has become more critical, and models have become more complex to capture the real-world phenomena as best as they can. So much, so that appeals for simplification are beginning to surface. But unfortunately, simplification has its issues. Too simple models are so generic that they no longer accurately describe or predict real-world cause-effect relationships. On the other hand, too complex models are hard to generalize. Somewhere on the continuum between too simple and too complex lies the optimal model. In this article, the authors contribute to the ongoing discussion on model complexity by presenting a logical and systematic framework of simplification issues that may occur during the conceptualization and operationalization of variables, relationships, and model contexts. The framework was developed with the help of two cases, one from foresight, a relatively young discipline, and the other from the established discipline of innovation diffusion. Both disciplines have a widely accepted foundational predictive model that could use another look. The shared errors informed the simplification framework. The framework can help social scientists to detect possible oversimplification issues in literature reviews and inform their choices for either in- or decreases in model complexity.</p>","PeriodicalId":100567,"journal":{"name":"FUTURES & FORESIGHT SCIENCE","volume":"6 3","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ffo2.184","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140973011","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Don't push the wrong button. The concept of microperspective in futures research 不要按错按钮期货研究中的微观视角概念
Pub Date : 2024-05-02 DOI: 10.1002/ffo2.183
Veli Virmajoki, Mika-Petri Laakkonen

In this paper, we introduce the notion of a microperspective to futures research. Contrary to the more traditional timespans of futures research that are measured in years or decades, a microperspective focuses on shorter timespans that can be measured even in minutes. We point out that the use of a microperspective can provide an understanding of the central issues of futures research from a new angle. These issues involve the difficulties in estimating the future, the entanglement of the future with accounts of it, and the (in)ability to relate to certain futures. We argue that a microperspective can provide an understanding of how patterns shaping the future are created, how people respond to patterns, and how conflicts and misunderstandings shape the future. As an illustrative case, we discuss how the workings of elevators and the development of predictive algorithms in Kone corporation shape the future moment-by-moment in an interaction between the users and the developers. A microperspective shows how the different temporal orientations of the actors and their different interpretations of the environment interact. The case indicates that a microperspective can provide a novel way to study some of the central issues in futures research. The case also indicates that the notion of a microperspective is not merely an academic concept but has practical utility in planning and creating the future.

在本文中,我们为期货研究引入了微观视角的概念。与以年或十年为单位的传统期货研究时间跨度不同,微观视角关注的是更短的时间跨度,甚至可以以分钟为单位。我们指出,使用微观视角可以从一个新的角度理解期货研究的核心问题。这些问题涉及估计未来的困难、未来与对未来的描述之间的纠葛以及与某些未来建立联系的(不)能力。我们认为,微观视角可以让我们了解塑造未来的模式是如何产生的,人们是如何对模式做出反应的,以及冲突和误解是如何塑造未来的。作为一个示例,我们讨论了 Kone 公司电梯的运行和预测算法的开发是如何在用户与开发人员的互动中塑造未来的。微观视角展示了参与者的不同时间取向及其对环境的不同解释是如何相互作用的。该案例表明,微观视角可以为研究未来研究中的一些核心问题提供一种新的方法。该案例还表明,微观视角的概念不仅仅是一个学术概念,它在规划和创造未来方面具有实际效用。
{"title":"Don't push the wrong button. The concept of microperspective in futures research","authors":"Veli Virmajoki,&nbsp;Mika-Petri Laakkonen","doi":"10.1002/ffo2.183","DOIUrl":"10.1002/ffo2.183","url":null,"abstract":"<p>In this paper, we introduce the notion of a microperspective to futures research. Contrary to the more traditional timespans of futures research that are measured in years or decades, a microperspective focuses on shorter timespans that can be measured even in minutes. We point out that the use of a microperspective can provide an understanding of the central issues of futures research from a new angle. These issues involve the difficulties in estimating the future, the entanglement of the future with accounts of it, and the (in)ability to relate to certain futures. We argue that a microperspective can provide an understanding of how patterns shaping the future are created, how people respond to patterns, and how conflicts and misunderstandings shape the future. As an illustrative case, we discuss how the workings of elevators and the development of predictive algorithms in Kone corporation shape the future moment-by-moment in an interaction between the users and the developers. A microperspective shows how the different temporal orientations of the actors and their different interpretations of the environment interact. The case indicates that a microperspective can provide a novel way to study some of the central issues in futures research. The case also indicates that the notion of a microperspective is not merely an academic concept but has practical utility in planning and creating the future.</p>","PeriodicalId":100567,"journal":{"name":"FUTURES & FORESIGHT SCIENCE","volume":"6 3","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ffo2.183","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141020770","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Science fiction in military planning—Case allied command transformation and visions of warfare 2036 军事规划中的科幻小说--盟军指挥转型与 2036 年战争构想
Pub Date : 2024-04-24 DOI: 10.1002/ffo2.181
Elina Hiltunen, Aki-Mauri Huhtinen

This article focuses on using science fiction for military purposes to anticipate the future of warfare and presents a new tool for creating military science fiction. As technology is a significant driver in the future of warfare, science fiction has increased its popularity for military purposes. Armies and defense organizations have begun utilizing science fiction to anticipate and prepare for future wars. Examples can be found in Canada, the United States, the United Kingdom, France, Australia, and NATO. Even though military sci-fi is on the rise, there is a lack of a more profound analysis of the sci-fi narratives of the military and its foundations. Allied Command Transformation's, (NATO's Strategic Warfare Development Command) report called Visions of Warfare 2036 (2016) exhibits an example of military-based science fiction employed to anticipate and get prepared for the future of warfare. It includes 12 narratives of the future of warfare varying from gene-manipulated soldiers to AI-generated warfare. By analyzing the report qualitatively using the Atlas.ti program and manual methods, the basic elements of the stories were identified. One of the findings of the analysis was that the stories were somewhat similar to each other. To create more diverse military science fiction scenarios, a new tool: the Military Science Fiction Scenario Card was created. This tool can be used in practical work when thinking about the war of the future and in particular the role of technology in it. It can also be seen as a new tool in the field of futures research.

本文重点探讨了将科幻小说用于军事目的以预测未来战争的问题,并介绍了一种创作军事科幻小说的新工具。由于技术是未来战争的重要驱动力,科幻小说在军事领域越来越受欢迎。军队和国防组织已经开始利用科幻小说来预测和准备未来战争。加拿大、美国、英国、法国、澳大利亚和北约都有这样的例子。尽管军事科幻小说呈上升趋势,但对军事科幻叙事及其基础缺乏更深刻的分析。盟军转型司令部(北约战略战争发展司令部)名为《2036 年战争愿景》(2016 年)的报告展示了以军事为基础的科幻小说,用于预测未来战争并为之做好准备。该报告包括 12 个关于未来战争的叙述,从基因操纵的士兵到人工智能生成的战争,不一而足。通过使用 Atlas.ti 程序和人工方法对报告进行定性分析,确定了故事的基本要素。分析结果之一是这些故事彼此有些相似。为了创造出更多样化的军事科幻情景,我们创建了一个新工具:军事科幻情景卡。在实际工作中,当思考未来战争,特别是技术在其中的作用时,可以使用这一工具。它也可以被视为未来研究领域的一个新工具。
{"title":"Science fiction in military planning—Case allied command transformation and visions of warfare 2036","authors":"Elina Hiltunen,&nbsp;Aki-Mauri Huhtinen","doi":"10.1002/ffo2.181","DOIUrl":"10.1002/ffo2.181","url":null,"abstract":"<p>This article focuses on using science fiction for military purposes to anticipate the future of warfare and presents a new tool for creating military science fiction. As technology is a significant driver in the future of warfare, science fiction has increased its popularity for military purposes. Armies and defense organizations have begun utilizing science fiction to anticipate and prepare for future wars. Examples can be found in Canada, the United States, the United Kingdom, France, Australia, and NATO. Even though military sci-fi is on the rise, there is a lack of a more profound analysis of the sci-fi narratives of the military and its foundations. Allied Command Transformation's, (NATO's Strategic Warfare Development Command) report called <i>Visions of Warfare 2036</i> (2016) exhibits an example of military-based science fiction employed to anticipate and get prepared for the future of warfare. It includes 12 narratives of the future of warfare varying from gene-manipulated soldiers to AI-generated warfare. By analyzing the report qualitatively using the Atlas.ti program and manual methods, the basic elements of the stories were identified. One of the findings of the analysis was that the stories were somewhat similar to each other. To create more diverse military science fiction scenarios, a new tool: the <i>Military Science Fiction Scenario Card</i> was created. This tool can be used in practical work when thinking about the war of the future and in particular the role of technology in it. It can also be seen as a new tool in the field of futures research.</p>","PeriodicalId":100567,"journal":{"name":"FUTURES & FORESIGHT SCIENCE","volume":"6 3","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ffo2.181","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140659697","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Arts-based approaches for futures workshops: Creating and interpreting artistic futures images 以艺术为基础的未来研讨会:创造和诠释未来艺术形象
Pub Date : 2024-04-22 DOI: 10.1002/ffo2.182
Kai Lehikoinen, Satu Tuittila

As a multidisciplinary field, futures research borrows approaches from different disciplines. However, it often ignores the potential of the arts on a large scale, even though the arts embrace creativity and often depict and narrate imagined futures. This article applies a case study approach to review and categorize selected arts-based approaches and assess their potential—strengths and limitations—for futures workshops in higher arts education context. The approaches were tried extensively in Art School Futures Labs (15 test labs and 12 actual labs) and a summer school in eight European countries. Three case examples are scrutinized in more detail to illuminate their use in the cocreation of futures images. One artistic futures image is discussed within the frameworks of Wittgensteinian aspect perception and intertextuality, highlighting the importance of interpretation in unpacking the complex meanings that artistic futures images convey. Finally, some recommendations are given to support the successful use of arts-based approaches in futures workshops.

作为一个多学科领域,未来研究借鉴了不同学科的方法。然而,尽管艺术蕴含着创造力,并经常描绘和叙述想象中的未来,但它往往忽视了艺术在大范围内的潜力。本文采用案例研究的方法,对选定的基于艺术的方法进行回顾和分类,并评估其在高等艺术教育背景下开展未来研讨会的潜力--优势和局限性。这些方法在八个欧洲国家的艺术学校未来实验室(15 个测试实验室和 12 个实际实验室)和暑期学校中进行了广泛尝试。对三个案例进行了更详细的研究,以阐明这些方法在共同创造未来形象中的应用。在维特根斯坦的方面感知和互文性框架内讨论了一个艺术未来图像,强调了解释在解读艺术未来图像所传达的复杂含义方面的重要性。最后,提出了一些建议,以支持在未来讲习班中成功使用基于艺术的方法。
{"title":"Arts-based approaches for futures workshops: Creating and interpreting artistic futures images","authors":"Kai Lehikoinen,&nbsp;Satu Tuittila","doi":"10.1002/ffo2.182","DOIUrl":"10.1002/ffo2.182","url":null,"abstract":"<p>As a multidisciplinary field, futures research borrows approaches from different disciplines. However, it often ignores the potential of the arts on a large scale, even though the arts embrace creativity and often depict and narrate imagined futures. This article applies a case study approach to review and categorize selected arts-based approaches and assess their potential—strengths and limitations—for futures workshops in higher arts education context. The approaches were tried extensively in Art School Futures Labs (15 test labs and 12 actual labs) and a summer school in eight European countries. Three case examples are scrutinized in more detail to illuminate their use in the cocreation of futures images. One artistic futures image is discussed within the frameworks of Wittgensteinian aspect perception and intertextuality, highlighting the importance of interpretation in unpacking the complex meanings that artistic futures images convey. Finally, some recommendations are given to support the successful use of arts-based approaches in futures workshops.</p>","PeriodicalId":100567,"journal":{"name":"FUTURES & FORESIGHT SCIENCE","volume":"6 3","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ffo2.182","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140673536","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Extreme uncertainty requires extreme resilience: Identifying the features of resilience in complex social systems faced with deep uncertainty 极端的不确定性需要极端的复原力:确定面临严重不确定性的复杂社会系统的复原力特征
Pub Date : 2024-04-18 DOI: 10.1002/ffo2.179
Leena Ilmola-Sheppard, Phillip White
{"title":"Extreme uncertainty requires extreme resilience: Identifying the features of resilience in complex social systems faced with deep uncertainty","authors":"Leena Ilmola-Sheppard,&nbsp;Phillip White","doi":"10.1002/ffo2.179","DOIUrl":"10.1002/ffo2.179","url":null,"abstract":"","PeriodicalId":100567,"journal":{"name":"FUTURES & FORESIGHT SCIENCE","volume":"6 3","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-04-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ffo2.179","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140687467","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Restoring democratic stability: A backcasting wheel approach 恢复民主稳定:逆向预测轮方法
Pub Date : 2024-04-15 DOI: 10.1002/ffo2.180
Rick Szostak

This paper performs a backcasting wheel analysis of the issue of democratic backsliding. It identifies an interacting set of proximate causes of democratic backsliding, and then a set of complementary strategies for addressing the root causes of each of these. It takes an interdisciplinary systems-based approach throughout. The paper is grounded in an extensive survey of several literatures in multiple disciplines. It shows how the backcasting wheel complements other methods employed in anticipation and future studies more generally.

本文对民主倒退问题进行了逆向预测轮分析。它指出了民主倒退的一系列相互作用的近因,然后提出了一套互补战略,以解决每个近因的根本原因。论文自始至终都采用了一种基于系统的跨学科方法。本文以对多个学科的多篇文献的广泛调查为基础。它展示了逆向预测轮如何与预期和未来研究中使用的其他方法相辅相成。
{"title":"Restoring democratic stability: A backcasting wheel approach","authors":"Rick Szostak","doi":"10.1002/ffo2.180","DOIUrl":"10.1002/ffo2.180","url":null,"abstract":"<p>This paper performs a backcasting wheel analysis of the issue of democratic backsliding. It identifies an interacting set of proximate causes of democratic backsliding, and then a set of complementary strategies for addressing the root causes of each of these. It takes an interdisciplinary systems-based approach throughout. The paper is grounded in an extensive survey of several literatures in multiple disciplines. It shows how the backcasting wheel complements other methods employed in anticipation and future studies more generally.</p>","PeriodicalId":100567,"journal":{"name":"FUTURES & FORESIGHT SCIENCE","volume":"6 3","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ffo2.180","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140700123","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Corporate foresight in light of the COVID-19 pandemic—The crisis as a driver? 从 COVID-19 大流行看企业远见--危机是驱动力?
Pub Date : 2024-01-31 DOI: 10.1002/ffo2.178
Theresa C. Schropp, Jan Oliver Schwarz, Fabian Buder

Our study emphasizes the evolving nature and increasing relevance of corporate foresight (CF) in a volatile, uncertain, complex, and ambiguous world. This research, therefore, contributes to the foresight literature, concerned with the antecedents and motivators of CF as it investigates how external events that are characterized by great uncertainty influence the CF practice of large companies. On the example of the COVID-19 pandemic and based on a study of 25 interviews, this empirical research reveals that such events provoke an intensified engagement with the future within companies as implied by a greater resource commitment and interest in foresight. Thereby, CF and especially the development of multiple future scenarios, are considered helpful in countering uncertainty and facilitating responsiveness.

我们的研究强调了在一个动荡、不确定、复杂和模棱两可的世界中,企业展望(CF)不断发展的性质和日益增长的相关性。因此,本研究对展望文献有所贡献,它关注的是企业展望的前因后果和动机,研究的是以巨大不确定性为特征的外部事件如何影响大公司的企业展望实践。这项实证研究以 COVID-19 大流行病为例,在对 25 个访谈进行研究的基础上,揭示了此类事件在公司内部引发了对未来的强烈关注,这意味着公司需要投入更多的资源,并对展望产生更大的兴趣。因此,CF,特别是多种未来情景的开发,被认为有助于应对不确定性和提高反应能力。
{"title":"Corporate foresight in light of the COVID-19 pandemic—The crisis as a driver?","authors":"Theresa C. Schropp,&nbsp;Jan Oliver Schwarz,&nbsp;Fabian Buder","doi":"10.1002/ffo2.178","DOIUrl":"10.1002/ffo2.178","url":null,"abstract":"<p>Our study emphasizes the evolving nature and increasing relevance of corporate foresight (CF) in a volatile, uncertain, complex, and ambiguous world. This research, therefore, contributes to the foresight literature, concerned with the antecedents and motivators of CF as it investigates how external events that are characterized by great uncertainty influence the CF practice of large companies. On the example of the COVID-19 pandemic and based on a study of 25 interviews, this empirical research reveals that such events provoke an intensified engagement with the future within companies as implied by a greater resource commitment and interest in foresight. Thereby, CF and especially the development of multiple future scenarios, are considered helpful in countering uncertainty and facilitating responsiveness.</p>","PeriodicalId":100567,"journal":{"name":"FUTURES & FORESIGHT SCIENCE","volume":"6 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ffo2.178","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140474452","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Calibration training for improving probabilistic judgments using an interactive app 利用互动应用程序进行校准训练,提高概率判断能力
Pub Date : 2023-12-28 DOI: 10.1002/ffo2.177
Ross Gruetzemacher, Kang Bok Lee, David Paradice

We describe an exploratory study examining the effectiveness of an interactive app and a novel training process for improving calibration and reducing overconfidence in probabilistic judgments. We evaluated the training used in the app by conducting an American college football forecasting tournament involving 153 business school students making 52 forecasts over 11 weeks. A coarsened exact matching analysis found statistical evidence that, in under 30 min, the more challenging training was able to modestly reduce overconfidence, improve calibration and improve the accuracy of probabilistic judgments (measured by the Brier score). The experimental results also suggest that the generic training can generalize across domains and that effective calibration training is possible without expert facilitators or pedagogical training materials. Although no previous studies have reported similar results, due to the modest effect, we conclude that these results should only be interpreted as a proof of concept and that further evaluation and validation of mechanisms of the app's effect is necessary.

我们介绍了一项探索性研究,该研究检验了一款交互式应用程序和一个新颖的培训过程在改善概率判断的校准和减少过度自信方面的有效性。我们通过举办美国大学橄榄球预测比赛,对应用程序中使用的训练进行了评估,153 名商学院学生在 11 周内进行了 52 次预测。通过粗略精确匹配分析发现,统计证据表明,在不到 30 分钟的时间内,更具挑战性的训练能够适度降低过度自信,改善校准,并提高概率判断的准确性(以布赖尔得分衡量)。实验结果还表明,通用培训可以跨领域推广,而且无需专家辅导员或教学培训材料,也可以进行有效的校准培训。虽然之前没有研究报告过类似的结果,但由于效果一般,我们认为这些结果只能被解释为概念验证,有必要对该应用程序的效果机制进行进一步评估和验证。
{"title":"Calibration training for improving probabilistic judgments using an interactive app","authors":"Ross Gruetzemacher,&nbsp;Kang Bok Lee,&nbsp;David Paradice","doi":"10.1002/ffo2.177","DOIUrl":"10.1002/ffo2.177","url":null,"abstract":"<p>We describe an exploratory study examining the effectiveness of an interactive app and a novel training process for improving calibration and reducing overconfidence in probabilistic judgments. We evaluated the training used in the app by conducting an American college football forecasting tournament involving 153 business school students making 52 forecasts over 11 weeks. A coarsened exact matching analysis found statistical evidence that, in under 30 min, the more challenging training was able to modestly reduce overconfidence, improve calibration and improve the accuracy of probabilistic judgments (measured by the Brier score). The experimental results also suggest that the generic training can generalize across domains and that effective calibration training is possible without expert facilitators or pedagogical training materials. Although no previous studies have reported similar results, due to the modest effect, we conclude that these results should only be interpreted as a proof of concept and that further evaluation and validation of mechanisms of the app's effect is necessary.</p>","PeriodicalId":100567,"journal":{"name":"FUTURES & FORESIGHT SCIENCE","volume":"6 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139148390","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Integrating system dynamics and scenarios: A framework based on personal experience 整合系统动力学和情景:基于个人经验的框架
Pub Date : 2023-11-27 DOI: 10.1002/ffo2.174
Martin Kunc

System dynamics (SD) is a methodology to generate qualitative and quantitative models. SD has two main concepts that are highly suitable to use with scenarios: feedback processes that define the structure of sociotechnical systems and accumulation processes that are responsible for the dynamic behavior of systems over time. This article discusses a framework that integrates methodologically scenarios and SD. The integration can take multiple forms depending on the use of SD for creating or supporting scenarios. The framework is illustrated with multiple examples. Since SDs' practice uses processes similar to scenario practice, mutual enrichment between the communities can be highly successful.

系统动力学(SD)是一种生成定性和定量模型的方法。系统动力学有两个非常适合与情景模拟结合使用的主要概念:定义社会技术系统结构的反馈过程和系统随时间变化的动态行为的积累过程。本文讨论了一个在方法论上将情景模拟与可持续发展相结合的框架。这种整合可以采取多种形式,取决于使用可持续发展来创建或支持情景。本文通过多个实例对该框架进行了说明。由于可持续发展实践使用的流程与情景实践类似,因此这两个群体之间的相互促进可以取得巨大成功。
{"title":"Integrating system dynamics and scenarios: A framework based on personal experience","authors":"Martin Kunc","doi":"10.1002/ffo2.174","DOIUrl":"10.1002/ffo2.174","url":null,"abstract":"<p>System dynamics (SD) is a methodology to generate qualitative and quantitative models. SD has two main concepts that are highly suitable to use with scenarios: feedback processes that define the structure of sociotechnical systems and accumulation processes that are responsible for the dynamic behavior of systems over time. This article discusses a framework that integrates methodologically scenarios and SD. The integration can take multiple forms depending on the use of SD for creating or supporting scenarios. The framework is illustrated with multiple examples. Since SDs' practice uses processes similar to scenario practice, mutual enrichment between the communities can be highly successful.</p>","PeriodicalId":100567,"journal":{"name":"FUTURES & FORESIGHT SCIENCE","volume":"6 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ffo2.174","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139231605","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Citizens envisioning life in 2040: A qualitative corporate foresight study in London 公民展望 2040 年的生活:伦敦企业展望定性研究
Pub Date : 2023-11-24 DOI: 10.1002/ffo2.175
Pauli Komonen, Susanne Jacobson

Urban living is changing. Citizens explore new lifestyles in practice and envision alternative urban futures. Companies, as significant stakeholders in cities, are building urban infrastructure and serving citizens' needs. To succeed in the future, companies must be able to navigate the complexity and diversity of evolving cities. However, former corporate foresight research on cities is sparse. This participatory corporate foresight study examines city life in 2040 by engaging a group of London citizens with a lead user profile. A qualitative multimethod approach, consisting of online diaries, a futures imagining workshop, and in-depth interviews, explores citizens' images of the future and lifestyle changes. The lifestyle adjustments experienced during the COVID-19 pandemic period have acted as a catalyst for novel personal and communal futures. The broad range of visions included both continuity and discontinuity, with a moderately optimistic undertone, and featured communal, infrastructural, ecological, and technological aspects of life. These visions emphasized sustainability in multiple areas of life and demonstrated the dynamic relationship of the past, present, and future. The methodological contribution of this paper lies in its multimethod approach, which enabled an agile collection of textual and audio-visual datasets in both online and face-to-face contexts. This agility is particularly relevant in a corporate foresight context, where companies must balance efficiency, depth, and applicability while operating under resource constraints. The article also extends the lead user approach's use from individual products and services to the city environment and urban lifestyle in general.

城市生活正在发生变化。市民们在实践中探索新的生活方式,憧憬城市的未来。企业作为城市的重要利益相关者,正在建设城市基础设施并满足市民的需求。要想在未来取得成功,企业必须能够驾驭不断变化的城市的复杂性和多样性。然而,以前有关城市的企业展望研究却很少。这项参与式企业展望研究通过让一群伦敦市民参与进来,对 2040 年的城市生活进行了研究。该研究采用定性的多种方法,包括在线日记、未来想象研讨会和深度访谈,探讨了市民对未来的想象和生活方式的改变。在 COVID-19 大流行期间所经历的生活方式调整对个人和社区的新未来起到了催化剂的作用。广泛的愿景包括连续性和不连续性,带有适度乐观的基调,并以社区、基础设施、生态和技术等生活方面为特色。这些愿景强调生活多个领域的可持续性,并展示了过去、现在和未来的动态关系。本文在方法论上的贡献在于采用了多种方法,从而能够在网络和面对面的背景下灵活地收集文字和音像数据集。这种灵活性与企业展望尤其相关,因为企业必须在资源有限的情况下平衡效率、深度和适用性。文章还将主要用户方法的应用范围从单个产品和服务扩展到城市环境和整个城市生活方式。
{"title":"Citizens envisioning life in 2040: A qualitative corporate foresight study in London","authors":"Pauli Komonen,&nbsp;Susanne Jacobson","doi":"10.1002/ffo2.175","DOIUrl":"10.1002/ffo2.175","url":null,"abstract":"<p>Urban living is changing. Citizens explore new lifestyles in practice and envision alternative urban futures. Companies, as significant stakeholders in cities, are building urban infrastructure and serving citizens' needs. To succeed in the future, companies must be able to navigate the complexity and diversity of evolving cities. However, former corporate foresight research on cities is sparse. This participatory corporate foresight study examines city life in 2040 by engaging a group of London citizens with a lead user profile. A qualitative multimethod approach, consisting of online diaries, a futures imagining workshop, and in-depth interviews, explores citizens' images of the future and lifestyle changes. The lifestyle adjustments experienced during the COVID-19 pandemic period have acted as a catalyst for novel personal and communal futures. The broad range of visions included both continuity and discontinuity, with a moderately optimistic undertone, and featured communal, infrastructural, ecological, and technological aspects of life. These visions emphasized sustainability in multiple areas of life and demonstrated the dynamic relationship of the past, present, and future. The methodological contribution of this paper lies in its multimethod approach, which enabled an agile collection of textual and audio-visual datasets in both online and face-to-face contexts. This agility is particularly relevant in a corporate foresight context, where companies must balance efficiency, depth, and applicability while operating under resource constraints. The article also extends the lead user approach's use from individual products and services to the city environment and urban lifestyle in general.</p>","PeriodicalId":100567,"journal":{"name":"FUTURES & FORESIGHT SCIENCE","volume":"6 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ffo2.175","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139240017","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
FUTURES & FORESIGHT SCIENCE
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1