首页 > 最新文献

FUTURES & FORESIGHT SCIENCE最新文献

英文 中文
Designing research strategy and technology innovation for sustainability by adopting “imaginary future generations”—A case study using metallurgy 采用“想象的未来世代”设计可持续发展的研究战略和技术创新——以冶金为例
Pub Date : 2023-07-05 DOI: 10.1002/ffo2.163
Keishiro Hara, Iori Miura, Masanori Suzuki, Toshihiro Tanaka

To mobilize science and technology for sustainability, it is essential to develop a method for explicitly considering the needs and preferences of future generations in designing research strategies and technology innovations. In this study, we conducted a participatory deliberation experiment on research strategy design of hydrothermal reactions and slag, to analyze whether the adoption of imaginary future generations (IFGs), which is a social system that has been proven to be effective for overcoming shortsightedness and activating futurability of people and society in pursuit of sustainability, could change the direction of research and development (R&D) and thereby innovation. A questionnaire survey was administered to the participants after each deliberation session to verify whether treatments, such as analyzing past R&D initiatives and adopting IFGs in deliberations, would change participants’ perceptions about criteria related to designing R&D programs. The results of the deliberation experiment showed that the contents and ideas of research strategies, such as research visions, methodologies and anticipated benefits, were changed by the adoption of IFGs. The criteria used for designing R&D also altered according to changes in research strategy. The findings showed that adopting IFGs and examining issues from the viewpoint of “futurability” could shift the direction of research agendas and technological innovation. Furthermore, the findings could provide insights into how to design R&D strategies and generate innovations in pursuit of sustainability by reflecting upon the needs of and benefits to future generations.

为了调动科学和技术促进可持续性,必须制定一种方法,在设计研究战略和技术创新时明确考虑后代的需求和偏好。在这项研究中,我们对水热反应和矿渣的研究策略设计进行了参与式审议实验,以分析采用想象的后代(IFG),这是一种已被证明有效克服短视并激活人们和社会追求可持续性的未来性的社会制度,可以改变研发方向,从而进行创新。在每次审议会议后对参与者进行问卷调查,以验证治疗(如分析过去的R&;D倡议和在审议中采用IFG,将改变参与者对设计R&;D程序。审议实验结果表明,IFG的采用改变了研究策略的内容和思路,如研究愿景、方法论和预期效益。设计R&;D也随着研究策略的变化而变化。研究结果表明,采用IFG并从“未来性”的角度审视问题可以改变研究议程和技术创新的方向。此外,这些发现可以为如何设计R&;D战略,并通过反思子孙后代的需求和利益,产生创新,以追求可持续性。
{"title":"Designing research strategy and technology innovation for sustainability by adopting “imaginary future generations”—A case study using metallurgy","authors":"Keishiro Hara,&nbsp;Iori Miura,&nbsp;Masanori Suzuki,&nbsp;Toshihiro Tanaka","doi":"10.1002/ffo2.163","DOIUrl":"https://doi.org/10.1002/ffo2.163","url":null,"abstract":"<p>To mobilize science and technology for sustainability, it is essential to develop a method for explicitly considering the needs and preferences of future generations in designing research strategies and technology innovations. In this study, we conducted a participatory deliberation experiment on research strategy design of hydrothermal reactions and slag, to analyze whether the adoption of imaginary future generations (IFGs), which is a social system that has been proven to be effective for overcoming shortsightedness and activating futurability of people and society in pursuit of sustainability, could change the direction of research and development (R&amp;D) and thereby innovation. A questionnaire survey was administered to the participants after each deliberation session to verify whether treatments, such as analyzing past R&amp;D initiatives and adopting IFGs in deliberations, would change participants’ perceptions about criteria related to designing R&amp;D programs. The results of the deliberation experiment showed that the contents and ideas of research strategies, such as research visions, methodologies and anticipated benefits, were changed by the adoption of IFGs. The criteria used for designing R&amp;D also altered according to changes in research strategy. The findings showed that adopting IFGs and examining issues from the viewpoint of “futurability” could shift the direction of research agendas and technological innovation. Furthermore, the findings could provide insights into how to design R&amp;D strategies and generate innovations in pursuit of sustainability by reflecting upon the needs of and benefits to future generations.</p>","PeriodicalId":100567,"journal":{"name":"FUTURES & FORESIGHT SCIENCE","volume":"5 3-4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ffo2.163","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50121532","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
Explaining and critiquing the postnormal: A warning against ideologies in the field of futures and foresight 解释和批判后常态:对未来和前瞻领域意识形态的警告
Pub Date : 2023-05-17 DOI: 10.1002/ffo2.158
Alex Fergnani

“Postnormal” currents of thought, which are herein used in reference to the post-normal science and the postnormal times frameworks, have been tremendously useful to help us understand the limits of science and the nature of societal change. Yet a blanket adherence to these frameworks without scrutiny risks falling into an unsubstantiated ideology. In response to and as a prevention of this risk, this article explains and critiques the two frameworks. It explains that post-normal science is both a description of a recent trend in science applied to policy contexts and a prescriptive response to new conditions of scientific inquiry. It also explains that postnormal times is both description of societal change and expression of subjective feelings elicited by such change. The two frameworks' merits and limitations are also discussed. The article's conclusion is that while the post-normal science framework can be rescued with some further qualifications, the postnormal times framework is particularly problematic. The discussion of the two frameworks' limitations is used as a warning against ideological positions that prevent fruitful research in the field of futures and foresight, and to encourage a more informed use of the term “postnormal.”

“后常态”思潮在这里被用来参考后常态科学和后常态时代框架,对帮助我们理解科学的局限性和社会变革的本质非常有用。然而,在没有审查的情况下全面遵守这些框架有可能陷入一种未经证实的意识形态。为了应对和预防这种风险,本文对这两个框架进行了解释和批评。它解释说,后常态科学既是对应用于政策背景的科学最新趋势的描述,也是对科学探究新条件的规范性回应。它还解释说,后常态既是对社会变化的描述,也是对这种变化引发的主观感受的表达。还讨论了这两个框架的优点和局限性。文章的结论是,虽然后常态科学框架可以通过一些进一步的资格来拯救,但后常态时代的框架尤其有问题。对这两个框架局限性的讨论被用来警告那些阻碍未来和远见领域富有成果的研究的意识形态立场,并鼓励更明智地使用“后常态”一词
{"title":"Explaining and critiquing the postnormal: A warning against ideologies in the field of futures and foresight","authors":"Alex Fergnani","doi":"10.1002/ffo2.158","DOIUrl":"https://doi.org/10.1002/ffo2.158","url":null,"abstract":"<p>“Postnormal” currents of thought, which are herein used in reference to the post-normal science and the postnormal times frameworks, have been tremendously useful to help us understand the limits of science and the nature of societal change. Yet a blanket adherence to these frameworks without scrutiny risks falling into an unsubstantiated ideology. In response to and as a prevention of this risk, this article explains and critiques the two frameworks. It explains that post-normal science is both a description of a recent trend in science applied to policy contexts and a prescriptive response to new conditions of scientific inquiry. It also explains that postnormal times is both description of societal change and expression of subjective feelings elicited by such change. The two frameworks' merits and limitations are also discussed. The article's conclusion is that while the post-normal science framework can be rescued with some further qualifications, the postnormal times framework is particularly problematic. The discussion of the two frameworks' limitations is used as a warning against ideological positions that prevent fruitful research in the field of futures and foresight, and to encourage a more informed use of the term “postnormal.”</p>","PeriodicalId":100567,"journal":{"name":"FUTURES & FORESIGHT SCIENCE","volume":"5 3-4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ffo2.158","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50151836","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
Long-range subjective-probability forecasts of slow-motion variables in world politics: Exploring limits on expert judgment 世界政治慢动作变量的长期主观概率预测:探索专家判断的局限性
Pub Date : 2023-05-15 DOI: 10.1002/ffo2.157
Philip E. Tetlock, Christopher Karvetski, Ville A. Satopää, Kevin Chen

Skeptics see long-range geopolitical forecasting as quixotic. A more nuanced view is that although predictability tends to decline over time, its rate of descent is variable. The current study gives geopolitical forecasters a sporting chance by focusing on slow-motion variables with low base rates of change. Analyses of 5, 10, and 25-year cumulative-risk judgments made in 1988 and 1997 revealed: (a) specialists beat generalists at predicting nuclear proliferation but not shifting nation-state boundaries; (b) some counterfactual interventions—for example, Iran gets the bomb before 2022—boosted experts’ edge but others—for example, nuclear war before 2022—eliminated it; (c) accuracy fell faster on topics where expertise conferred no edge in shorter-range forecasts. To accelerate scientific progress, we propose adversarial collaborations in which clashing schools of thought negotiate Bayesian reputational bets on divisive issues and use Lakatosian scorecards to incentivize the honoring of bets.

怀疑论者认为,长期地缘政治预测是杞人忧天。一种更细微的观点认为,虽然可预测性往往会随着时间的推移而下降,但其下降速度是可变的。当前的研究通过关注低基数变化率的慢动作变量,为地缘政治预测者提供了一个运动的机会。对 1988 年和 1997 年做出的 5 年、10 年和 25 年累积风险判断的分析表明:(a) 专家在预测核扩散方面优于普通专家,但在预测民族国家边界的变化方面却不尽相同;(b) 一些反事实干预--例如伊朗在 2022 年前获得原子弹--增强了专家的优势,但另一些反事实干预--例如核战争在 2022 年前爆发--则削弱了专家的优势;(c) 在短期预测中,专家没有优势的主题,其准确性下降得更快。为了加快科学进步,我们提出了对抗性合作的建议,在这种合作中,相互冲突的思想流派会就有分歧的问题协商贝叶斯声誉赌注,并使用拉卡托斯记分卡来激励履行赌注。
{"title":"Long-range subjective-probability forecasts of slow-motion variables in world politics: Exploring limits on expert judgment","authors":"Philip E. Tetlock,&nbsp;Christopher Karvetski,&nbsp;Ville A. Satopää,&nbsp;Kevin Chen","doi":"10.1002/ffo2.157","DOIUrl":"10.1002/ffo2.157","url":null,"abstract":"<p>Skeptics see long-range geopolitical forecasting as quixotic. A more nuanced view is that although predictability tends to decline over time, its rate of descent is variable. The current study gives geopolitical forecasters a sporting chance by focusing on slow-motion variables with low base rates of change. Analyses of 5, 10, and 25-year cumulative-risk judgments made in 1988 and 1997 revealed: (a) specialists beat generalists at predicting nuclear proliferation but not shifting nation-state boundaries; (b) some counterfactual interventions—for example, Iran gets the bomb before 2022—boosted experts’ edge but others—for example, nuclear war before 2022—eliminated it; (c) accuracy fell faster on topics where expertise conferred no edge in shorter-range forecasts. To accelerate scientific progress, we propose adversarial collaborations in which clashing schools of thought negotiate Bayesian reputational bets on divisive issues and use Lakatosian scorecards to incentivize the honoring of bets.</p>","PeriodicalId":100567,"journal":{"name":"FUTURES & FORESIGHT SCIENCE","volume":"6 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136215622","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
The value of experiments in futures and foresight science: A reply 实验在未来与前瞻科学中的价值
Pub Date : 2023-05-10 DOI: 10.1002/ffo2.156
James Derbyshire, Mandeep K. Dhami, Ian Belton, Dilek Önkal
{"title":"The value of experiments in futures and foresight science: A reply","authors":"James Derbyshire,&nbsp;Mandeep K. Dhami,&nbsp;Ian Belton,&nbsp;Dilek Önkal","doi":"10.1002/ffo2.156","DOIUrl":"https://doi.org/10.1002/ffo2.156","url":null,"abstract":"","PeriodicalId":100567,"journal":{"name":"FUTURES & FORESIGHT SCIENCE","volume":"5 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50128407","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
Facilitating spatial consensus in complex future scenarios through Real-Time Spatial Delphi: A novel web-based open platform 通过实时空间Delphi促进未来复杂场景中的空间共识:一个新颖的基于web的开放平台
Pub Date : 2023-04-17 DOI: 10.1002/ffo2.155
Yuri Calleo, Simone Di Zio, Francesco Pilla

The Delphi technique is a commonly applied method for (among the various uses) achieving consensus from a group of knowledgeable experts. This approach is frequently employed to generate and prioritize ideas, identify potential solutions, and make decisions in various contexts through a series of iterative rounds. In the Futures Studies (FS) context, the Delphi method is regularly used in combination with the scenario method to explore different futures, implementing strategies in the present with the aim of averting dystopian outcomes and/or facilitating normative scenarios. Nevertheless, assuming that the convergence of opinions can also occur in spatial contexts, a shortcoming of the method is the deficiency of spatial references useful in the planning process. In this paper, we introduce the Real-Time Geo-Spatial Consensus System, a novel web-based open platform useful to develop Delphi-based Spatial Scenarios (DBSS), in an interactive and innovative interface. The platform adopts the Real-Time spatial Delphi technique to obtain a spatial convergence of opinions among experts to offer researchers, decision-makers, policymakers, and local authorities a new tool for complex spatial decisions. The primary innovations of the platform, including its architecture, statistical algorithms, tools, features, and outcomes, are demonstrated through a preliminary application focused on potential future climatic hazards in Dublin, Ireland.

Delphi技术是一种常用的方法,用于(在各种用途中)从一群知识渊博的专家那里达成共识。这种方法经常用于生成想法并确定其优先级,确定潜在的解决方案,并通过一系列迭代回合在各种情况下做出决策。在未来研究(FS)的背景下,德尔菲方法经常与情景方法结合使用,以探索不同的未来,在当前实施策略,目的是避免反乌托邦结果和/或促进规范情景。然而,假设意见的趋同也可能发生在空间环境中,该方法的一个缺点是缺乏在规划过程中有用的空间参考。在本文中,我们介绍了实时地理空间共识系统,这是一个新颖的基于web的开放平台,可用于开发基于Delphi的空间场景(DBSS),具有交互式和创新性的界面。该平台采用实时空间德尔菲技术,以获得专家之间意见的空间趋同,为研究人员、决策者、决策者和地方当局提供一种新的复杂空间决策工具。该平台的主要创新,包括其架构、统计算法、工具、功能和结果,通过在爱尔兰都柏林针对未来潜在气候危害的初步应用进行了展示。
{"title":"Facilitating spatial consensus in complex future scenarios through Real-Time Spatial Delphi: A novel web-based open platform","authors":"Yuri Calleo,&nbsp;Simone Di Zio,&nbsp;Francesco Pilla","doi":"10.1002/ffo2.155","DOIUrl":"https://doi.org/10.1002/ffo2.155","url":null,"abstract":"<p>The Delphi technique is a commonly applied method for (among the various uses) achieving consensus from a group of knowledgeable experts. This approach is frequently employed to generate and prioritize ideas, identify potential solutions, and make decisions in various contexts through a series of iterative rounds. In the Futures Studies (FS) context, the Delphi method is regularly used in combination with the scenario method to explore different futures, implementing strategies in the present with the aim of averting dystopian outcomes and/or facilitating normative scenarios. Nevertheless, assuming that the convergence of opinions can also occur in spatial contexts, a shortcoming of the method is the deficiency of spatial references useful in the planning process. In this paper, we introduce the Real-Time Geo-Spatial Consensus System, a novel web-based open platform useful to develop Delphi-based Spatial Scenarios (DBSS), in an interactive and innovative interface. The platform adopts the Real-Time spatial Delphi technique to obtain a spatial convergence of opinions among experts to offer researchers, decision-makers, policymakers, and local authorities a new tool for complex spatial decisions. The primary innovations of the platform, including its architecture, statistical algorithms, tools, features, and outcomes, are demonstrated through a preliminary application focused on potential future climatic hazards in Dublin, Ireland.</p>","PeriodicalId":100567,"journal":{"name":"FUTURES & FORESIGHT SCIENCE","volume":"5 3-4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ffo2.155","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50135466","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
Perceived environmental turbulence and corporate strategy: The case of the UK recession 感知的环境动荡与企业战略:以英国经济衰退为例
Pub Date : 2023-03-29 DOI: 10.1002/ffo2.154
Efstathios Tapinos, Graham Leask, Mike Brown

The impact of the external environment on strategy is a long debate in the “traditional” strategic management theory. In contrast, future studies have a clearer view, having established that the environment is perceived and has a direct impact on how the future is anticipated. The same field has grown significantly, in the last two decades, with regard to how companies should foresight the future, looking into their external environment. However, we observe that there is a lack of retrospective research on how companies have embraced extreme environmental events, surprises, and wildcards which led to crisis with regard to their perception of the external environment and the strategies developed for the future. This study fills this gap with a multimethodological approach, combining survey and archival data, to examine the relationship between the perceived environmental turbulence and corporate strategy in some of the largest UK-listed companies. We use the recession of the UK economy in 2008 as the key phenomenon to compare the relationship between perceptions of the environment and corporate strategy before the economic recession (2007) and after (2009). With our analysis, we provide evidence of how the environment influences corporate strategy and we show how a wildcard, like the recession, changed the perception of environmental turbulence, which resulted in greater adoption of the risk averse, retrenchment strategies.

外部环境对战略的影响是“传统”战略管理理论中长期争论的问题。相比之下,未来的研究有了更清晰的视角,已经确定了环境是被感知的,并对未来的预期产生了直接影响。在过去的二十年里,在公司如何展望未来、审视外部环境方面,同一领域也有了显著的发展。然而,我们观察到,对于公司如何接受极端环境事件、意外事件和通配符,导致他们对外部环境的感知和为未来制定的战略出现危机,缺乏回顾性研究。本研究采用多种方法填补了这一空白,结合调查和档案数据,研究了英国一些最大上市公司感知的环境动荡与公司战略之间的关系。我们以2008年英国经济衰退为关键现象,比较经济衰退前(2007年)和衰退后(2009年)对环境的看法与企业战略之间的关系。通过我们的分析,我们提供了环境如何影响企业战略的证据,并展示了一个通配符,如经济衰退,如何改变对环境动荡的看法,从而导致更多地采用规避风险的紧缩战略。
{"title":"Perceived environmental turbulence and corporate strategy: The case of the UK recession","authors":"Efstathios Tapinos,&nbsp;Graham Leask,&nbsp;Mike Brown","doi":"10.1002/ffo2.154","DOIUrl":"https://doi.org/10.1002/ffo2.154","url":null,"abstract":"<p>The impact of the external environment on strategy is a long debate in the “traditional” strategic management theory. In contrast, future studies have a clearer view, having established that the environment is perceived and has a direct impact on how the future is anticipated. The same field has grown significantly, in the last two decades, with regard to how companies should foresight the future, looking into their external environment. However, we observe that there is a lack of retrospective research on how companies have embraced extreme environmental events, surprises, and wildcards which led to crisis with regard to their perception of the external environment and the strategies developed for the future. This study fills this gap with a multimethodological approach, combining survey and archival data, to examine the relationship between the perceived environmental turbulence and corporate strategy in some of the largest UK-listed companies. We use the recession of the UK economy in 2008 as the key phenomenon to compare the relationship between perceptions of the environment and corporate strategy before the economic recession (2007) and after (2009). With our analysis, we provide evidence of how the environment influences corporate strategy and we show how a wildcard, like the recession, changed the perception of environmental turbulence, which resulted in greater adoption of the risk averse, retrenchment strategies.</p>","PeriodicalId":100567,"journal":{"name":"FUTURES & FORESIGHT SCIENCE","volume":"5 3-4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50148018","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: 1
Exploring scenario planning through controlled experimentation: Commentary on Derbyshire et al. (2022) 通过受控实验探索场景规划:对德比郡等人的评论(2022)
Pub Date : 2023-03-14 DOI: 10.1002/ffo2.153
Paul J. H. Schoemaker
{"title":"Exploring scenario planning through controlled experimentation: Commentary on Derbyshire et al. (2022)","authors":"Paul J. H. Schoemaker","doi":"10.1002/ffo2.153","DOIUrl":"https://doi.org/10.1002/ffo2.153","url":null,"abstract":"","PeriodicalId":100567,"journal":{"name":"FUTURES & FORESIGHT SCIENCE","volume":"5 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-03-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50133026","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: 1
On the boundaries of experimental research on scenario planning: A commentary on Derbyshire et al. (2022) 关于情景规划实验研究的边界:对德比郡等人的评论(2022)
Pub Date : 2023-03-06 DOI: 10.1002/ffo2.152
Ahti Salo

The authors of this thoughtfully crafted article argue cogently that increased efforts should be taken to strengthen the role of experiments in building an accumulated body of knowledge of scenario planning. While such efforts can foster the emergence of promising research results, it is pertinent to remain cognizant of the realities which put limits on what experiments can contribute to the advancement such knowledge. Many of these realities ensue from the distinctive characteristics of scenario planning as an intervention (or, using the terminology of experimental design, the “treatment” as the independent variable). Such interventions can be carried out in alternative ways to promote desired outcomes (e.g., inducing changes in the participants' mental models). Apart from the intervention, these outcomes also depend on contextual factors of which some may not be under the experimenter's control. For instance, because scenario planning is typically a group activity, the outcomes depend not only the selected scenario method but also on how well the participants are able to communicate with each other, which in turn depends on their linguistic skills, cognitive abilities, and educational background, including familiarity with futures studies.

For starters, one can posit that the variables in terms of which the interventions, outcomes, and contextual factors are characterized should be similar enough to those encountered in the practice of scenario planning. This would be a prerequisite for interpreting experiments from the viewpoint of practice and for inferring tentative generalizations. Without such a correspondence, there is a potential danger that the experimental research would evolve as a semi-independent activity which—despite fostering the emergence of a continuing stream of empirical experiments as such—would have limited impact in informing the work of practitioners who would continue to rely on their accumulated body of expertise and the insights that they have gained from the many sources of information at their disposal, including anecdotal evidence in reported case studies.

There is an inherent challenge in that if the interventions (e.g., variants of scenario processes), their outcomes (e.g., impacts on mental models), and contextual factors (e.g., participants’ level of trust in each other) are specified with a higher level of granularity, it becomes exceedingly laborious to carry out sufficiently many experimental runs to arrive at validated—perhaps statistically significant—conclusions about the likely outcomes of a given scenario approach in a specific planning context.

To illustrate this point, consider a setting in which there are five participants in each scenario group and four alternative interventions to scenario development based on two variables, (i) the number of scenarios (small vs. large) and (ii) the approach to the characterization of uncertainties (quantitative vs. qualitative). Furthermore, as

这篇精心撰写的文章的作者令人信服地认为,应该加大力度,加强实验在积累场景规划知识方面的作用。虽然这些努力可以促进有希望的研究结果的出现,但重要的是要认识到现实,这些现实限制了哪些实验可以促进这些知识的进步。这些现实中的许多都源于情景规划作为干预的独特特征(或者,使用实验设计的术语,将“治疗”作为自变量)。这种干预可以以其他方式进行,以促进预期的结果(例如,诱导参与者的心理模型发生变化)。除了干预之外,这些结果还取决于情境因素,其中一些因素可能不在实验者的控制之下。例如,由于情景规划通常是一项集体活动,结果不仅取决于所选的情景方法,还取决于参与者相互沟通的能力,这反过来又取决于他们的语言技能、认知能力和教育背景,包括对未来研究的熟悉程度。首先,可以假设干预措施、结果和背景因素所用的变量应该与情景规划实践中遇到的变量足够相似。这将是从实践的角度解释实验和推断初步概括的先决条件。在没有这种对应关系的情况下,有一种潜在的危险是,实验研究将演变为一种半独立的活动,尽管这种活动促进了持续不断的实证实验的出现,但对从业者的工作影响有限,他们将继续依赖他们积累的专业知识和从许多来源获得的见解他们掌握的信息,包括报告的案例研究中的轶事证据。存在一个固有的挑战,即如果干预措施(例如,情景过程的变体)、其结果(例如,对心理模型的影响)和情境因素(例如,参与者对彼此的信任程度)以更高的粒度指定,要进行足够多的实验运行,以得出关于特定规划环境中给定场景方法的可能结果的经过验证的结论,这可能具有统计学意义,这变得非常困难。为了说明这一点,考虑一个场景,在该场景中,每个场景组有五名参与者,并基于两个变量,即(i)场景的数量(小与大)和(ii)不确定性表征方法(定量与定性),对场景开发进行四种替代干预。此外,假设情境因素与两个变量有关,(iii)专业水平(学生与经验丰富的管理者)和(iv)参与者在场景过程之前相互了解的程度(之前没有合作与亲密同事) × 2. × 2. × 2. × 2. = 80名参与者,以获得这四个变量的16个可能组合中的每一个的单个观察结果。为了得出具有统计学意义的结果,需要对这些组合中的每一个进行多次观察。因此,如果目标是根据受控实验的要求研究许多方法和多种背景,这种组合增长意味着要招募的参与者总数将很快变得比通常能容纳的人数更多。参与者不能参加一次以上的实验(即,如果参与者已经使用一种方法完成了一个场景过程,那么这种早期的暴露会影响他们使用另一种方法时的行为),这一事实加剧了这一困难,如果对照实验的目的是得出具有统计学意义的结论,那么在指定实验设计时(例如,上面的16个组合),变量的数量及其值必须限制在非常少的范围内,并且表征这些变量的粒度水平必须保持相对粗糙。由于这种粗糙性,实验结果可能更适合于揭示“一般模式”,即当以这样或那样的方式进行场景规划时,通常可以预期会发生什么。相比之下,在背景因素在实践中表现出来的多种方式中,对将取得的结果做出可靠预测的可能性有限。
{"title":"On the boundaries of experimental research on scenario planning: A commentary on Derbyshire et al. (2022)","authors":"Ahti Salo","doi":"10.1002/ffo2.152","DOIUrl":"https://doi.org/10.1002/ffo2.152","url":null,"abstract":"<p>The authors of this thoughtfully crafted article argue cogently that increased efforts should be taken to strengthen the role of experiments in building an accumulated body of knowledge of scenario planning. While such efforts can foster the emergence of promising research results, it is pertinent to remain cognizant of the realities which put limits on what experiments can contribute to the advancement such knowledge. Many of these realities ensue from the distinctive characteristics of scenario planning as an intervention (or, using the terminology of experimental design, the “treatment” as the independent variable). Such interventions can be carried out in alternative ways to promote desired outcomes (e.g., inducing changes in the participants' mental models). Apart from the intervention, these outcomes also depend on contextual factors of which some may not be under the experimenter's control. For instance, because scenario planning is typically a group activity, the outcomes depend not only the selected scenario method but also on how well the participants are able to communicate with each other, which in turn depends on their linguistic skills, cognitive abilities, and educational background, including familiarity with futures studies.</p><p>For starters, one can posit that the variables in terms of which the interventions, outcomes, and contextual factors are characterized should be similar enough to those encountered in the practice of scenario planning. This would be a prerequisite for interpreting experiments from the viewpoint of practice and for inferring tentative generalizations. Without such a correspondence, there is a potential danger that the experimental research would evolve as a semi-independent activity which—despite fostering the emergence of a continuing stream of empirical experiments as such—would have limited impact in informing the work of practitioners who would continue to rely on their accumulated body of expertise and the insights that they have gained from the many sources of information at their disposal, including anecdotal evidence in reported case studies.</p><p>There is an inherent challenge in that if the interventions (e.g., variants of scenario processes), their outcomes (e.g., impacts on mental models), and contextual factors (e.g., participants’ level of trust in each other) are specified with a higher level of granularity, it becomes exceedingly laborious to carry out sufficiently many experimental runs to arrive at validated—perhaps statistically significant—conclusions about the likely outcomes of a given scenario approach in a specific planning context.</p><p>To illustrate this point, consider a setting in which there are five participants in each scenario group and four alternative interventions to scenario development based on two variables, (i) the number of scenarios (small vs. large) and (ii) the approach to the characterization of uncertainties (quantitative vs. qualitative). Furthermore, as","PeriodicalId":100567,"journal":{"name":"FUTURES & FORESIGHT SCIENCE","volume":"5 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ffo2.152","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50123034","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: 1
The theory of narrative thought, by Lee Roy Beach and James A. Wise. UK: Cambridge Scholars Publishing, 2022. x+195 pp. ISBN: 1527581624 (hardback); £64.99. 李·罗伊·比奇和詹姆斯·A·怀斯的叙事思想理论。英国:剑桥学者出版社,2022年。x+195页,ISBN:1527581624(精装本);64.99英镑。
Pub Date : 2023-03-06 DOI: 10.1002/ffo2.151
Nicholas Glunt, Jazzmine McCauley, Nicholas J. Rowland, Shanette Wahor, Alexander B. Kinney, Nathan E. Kruis
{"title":"The theory of narrative thought, by Lee Roy Beach and James A. Wise. UK: Cambridge Scholars Publishing, 2022. x+195 pp. ISBN: 1527581624 (hardback); £64.99.","authors":"Nicholas Glunt,&nbsp;Jazzmine McCauley,&nbsp;Nicholas J. Rowland,&nbsp;Shanette Wahor,&nbsp;Alexander B. Kinney,&nbsp;Nathan E. Kruis","doi":"10.1002/ffo2.151","DOIUrl":"https://doi.org/10.1002/ffo2.151","url":null,"abstract":"","PeriodicalId":100567,"journal":{"name":"FUTURES & FORESIGHT SCIENCE","volume":"5 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50116058","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
AI-assisted scenario generation for strategic planning 人工智能辅助的战略规划场景生成
Pub Date : 2023-02-18 DOI: 10.1002/ffo2.148
Matthew J. Spaniol, Nicholas J. Rowland

This “reflections from practice” piece explores some of the implications of emerging, artificially intelligent tools for the futures and foresight prac-ademic community. The authors provide background on these emerging, artificially intelligent tools, and explore, with special emphasis on scenarios, a specific tool named “Chat Generative Pre-trained Transformer” (hereafter, ChatGPT). The authors examine the utility of scenarios generated by artificial intelligence (AI) and explore whether or not the futures and foresight prac-ademic community should selectively embrace advances in AI to assist in the generation of scenarios. In particular, the authors will consider (1) the utility of using scenarios generated completely by AI, (2) whether what is produced, in fact, constitute scenarios, based on conventional definitions, and (3) assess the utility of using AI to assist in the production of scenarios. At this point in time, artificially intelligent tools can now generate numerous scenarios on seemingly any topic at essentially zero cost to the user. Still, the authors insist that the utility of those scenarios is largely predicated on the user's ability to coax the appropriate “raw material” from the artificially intelligent bot, which implicates, the authors contend, that such bots can usefully provide base material for the development of scenarios but are unlikely to fully eclipse scenarists in the production of scenarios. Additionally, the authors recommend that the futures and foresight prac-ademic community pay especially close attention to artificially intelligent tools for novel insights with regard to the differences in human cognition and, in this case, the logic of large language model outputs.

这篇“实践的反思”文章探讨了新兴的人工智能工具对未来和远见实践界的一些影响。作者提供了这些新兴的人工智能工具的背景,并特别强调场景,探索了一种名为“聊天生成预训练转换器”(以下简称ChatGPT)的特定工具。作者研究了人工智能(AI)生成的场景的效用,并探讨未来和远见实践界是否应该有选择地接受人工智能的进步,以帮助生成场景。特别是,作者将考虑(1)使用完全由人工智能生成的场景的效用,(2)根据传统定义,生成的东西实际上是否构成场景,以及(3)评估使用人工智能辅助生成场景的效用。在这个时候,人工智能工具现在可以在用户基本上为零成本的情况下,就看似任何主题生成许多场景。尽管如此,作者坚持认为,这些场景的实用性在很大程度上取决于用户从人工智能机器人中获得适当“原材料”的能力,这意味着,作者认为,这些机器人可以为场景的开发提供有用的基础材料,但不太可能在场景的制作中完全超越场景制作者。此外,作者建议未来和远见实践界特别关注人工智能工具,以获得关于人类认知差异的新见解,在这种情况下,还包括大型语言模型输出的逻辑。
{"title":"AI-assisted scenario generation for strategic planning","authors":"Matthew J. Spaniol,&nbsp;Nicholas J. Rowland","doi":"10.1002/ffo2.148","DOIUrl":"https://doi.org/10.1002/ffo2.148","url":null,"abstract":"<p>This “reflections from practice” piece explores some of the implications of emerging, artificially intelligent tools for the futures and foresight prac-ademic community. The authors provide background on these emerging, artificially intelligent tools, and explore, with special emphasis on scenarios, a specific tool named “Chat Generative Pre-trained Transformer” (hereafter, ChatGPT). The authors examine the utility of scenarios generated by artificial intelligence (AI) and explore whether or not the futures and foresight prac-ademic community should selectively embrace advances in AI to assist in the generation of scenarios. In particular, the authors will consider (1) the utility of using scenarios generated completely by AI, (2) whether what is produced, in fact, constitute scenarios, based on conventional definitions, and (3) assess the utility of using AI to assist in the production of scenarios. At this point in time, artificially intelligent tools can now generate numerous scenarios on seemingly any topic at essentially zero cost to the user. Still, the authors insist that the utility of those scenarios is largely predicated on the user's ability to coax the appropriate “raw material” from the artificially intelligent bot, which implicates, the authors contend, that such bots can usefully provide base material for the development of scenarios but are unlikely to fully eclipse scenarists in the production of scenarios. Additionally, the authors recommend that the futures and foresight prac-ademic community pay especially close attention to artificially intelligent tools for novel insights with regard to the differences in human cognition and, in this case, the logic of large language model outputs.</p>","PeriodicalId":100567,"journal":{"name":"FUTURES & FORESIGHT SCIENCE","volume":"5 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-02-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ffo2.148","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50151978","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: 2
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