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The Identification of Emerging Quantum Technologies in the Healthcare Sector: A Horizon Scanning Study 医疗保健领域新兴量子技术的识别:一项水平扫描研究
Pub Date : 2025-12-16 DOI: 10.1002/ffo2.70025
Oshin Sharma, Ross Fairbairn, Imogen Forsythe, Oleta Williams, Andrew Mkwashi

Quantum technologies, driven by principles of quantum mechanics like superposition and entanglement, have shown transformative potential in drug discovery, medical diagnosis, precision medicine, and other therapeutic interventions. However, the research on emerging quantum technologies at early to late stages of development for healthcare applications is limited. The main objective of this study was to identify emerging quantum technologies such as quantum computing, diagnostics, and therapeutics, with a focus on specific applications within healthcare, such as drug discovery, diagnosis assistance, precision medicine, and treatment interventions. We conducted a comprehensive review of this landscape by analyzing data from clinical trials, published literature, and soft intelligence sources. The analysis revealed 116 quantum technologies such as computing algorithms, therapeutics, sensors, and imaging applications that are currently in development or already in the market. Diagnosis assistance-related technologies, including technologies such as magnetoencephalography and quantum dots, constituted the majority of the technologies, while quantum computing-related machine learning and algorithms were significant in drug discovery and precision medicine applications. The integration of quantum technologies into healthcare faces challenges such as infrastructure demands, regulatory frameworks, and the need for professional training. However, with ongoing advancements, quantum technologies are uniquely positioned to revolutionize diagnostic accuracy, computational capacity for drug design, and precision medicine. This horizon scan highlights the current innovation landscape of emerging quantum technologies in healthcare and the challenges in facilitating the integration of these technologies into healthcare systems.

量子技术由叠加和纠缠等量子力学原理驱动,在药物发现、医学诊断、精准医疗和其他治疗干预方面显示出革命性的潜力。然而,新兴量子技术在医疗保健应用开发的早期和后期阶段的研究是有限的。本研究的主要目的是确定新兴的量子技术,如量子计算、诊断和治疗,重点关注医疗保健领域的特定应用,如药物发现、诊断辅助、精准医学和治疗干预。我们通过分析临床试验、已发表文献和软情报来源的数据,对这一情况进行了全面的回顾。该分析揭示了目前正在开发或已经上市的116项量子技术,如计算算法、治疗、传感器、成像应用等。与诊断辅助相关的技术,包括脑磁图和量子点等技术,构成了大多数技术,而与量子计算相关的机器学习和算法在药物发现和精准医学应用中具有重要意义。将量子技术集成到医疗保健中面临着基础设施需求、监管框架和专业培训需求等挑战。然而,随着不断的进步,量子技术在彻底改变诊断准确性、药物设计的计算能力和精准医疗方面具有独特的地位。这张横向扫描图突出了当前医疗保健领域新兴量子技术的创新前景,以及促进将这些技术集成到医疗保健系统中的挑战。
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引用次数: 0
Evaluation of Expected Impacts and Scenarios of Adopting Fusion Energy in Saudi Arabia 沙特阿拉伯采用核聚变能源的预期影响和情景评估
Pub Date : 2025-12-07 DOI: 10.1002/ffo2.70023
Ibrahim A. Alrammah, Meshari Alqahtani, Ahmed A. Basfar, Mohammad Mhareb

Fusion energy is increasingly recognized as a potential game-changer in addressing the grand challenge of achieving deep decarbonization while ensuring long-term energy security. Recognizing the uncertainty surrounding fusion energy's technological maturity, commercialization timelines, and cost trajectories, this study adopts an anticipatory foresight approach tailored to high-uncertainty contexts. The research employs a mixed-methods framework incorporating horizon scanning, expert elicitation, trend analysis, and exploratory scenario planning. These methods were selected to account for deep technological uncertainty (e.g., plasma containment breakthroughs, cost convergence, fuel supply chain development), as well as systemic uncertainties related to sociopolitical acceptance and infrastructure readiness. For the case of Saudi Arabia, three distinct scenarios—Optimistic, Moderate, and Conservative—are developed to reflect a spectrum of plausible futures. Under the Optimistic Scenario, fusion could supply 10%–15% of Saudi Arabia's electricity mix by 2045 (50–75 TWh annually). The Moderate Scenario forecasts a 5%–10% contribution by 2050 (25–50 TWh), while the Conservative case sees fusion reaching under 5% by 2060 (< 25 TWh). These projections are framed within the broader uncertainty landscape, with sensitivity analyses on cost assumptions, technological learning curves, and policy interventions. A comparative assessment of anticipatory methodologies under these uncertainty levels underscores the limitations of deterministic forecasting and the value of scenario-based planning in guiding long-term energy policy. While fusion's economic feasibility remains uncertain, potential cost parity with advanced nuclear fission and gas-fired plants by mid-century is plausible. The paper concludes with strategic policy recommendations to reduce uncertainty and accelerate fusion adoption: increasing national R&D funding, fostering international and public-private collaborations, investing in adaptive grid infrastructure, and developing flexible regulatory frameworks.

人们越来越认识到,在解决实现深度脱碳、同时确保长期能源安全的巨大挑战方面,核聚变能源是一个潜在的游戏规则改变者。认识到围绕聚变能源技术成熟度、商业化时间表和成本轨迹的不确定性,本研究采用了针对高不确定性环境量身定制的预见性预测方法。该研究采用了结合水平扫描、专家启发、趋势分析和探索性情景规划的混合方法框架。选择这些方法是为了考虑深度技术不确定性(例如,等离子体控制突破、成本趋同、燃料供应链发展),以及与社会政治接受度和基础设施准备程度相关的系统性不确定性。以沙特阿拉伯为例,三种截然不同的情景——乐观、温和和保守——被开发出来,以反映一系列可能的未来。在乐观的情况下,到2045年,核聚变可以为沙特阿拉伯提供10%-15%的电力(每年50-75太瓦时)。“温和方案”预测到2050年核聚变将贡献5% - 10%(25 - 50太瓦时),而“保守方案”则认为到2060年核聚变将达到5%以下(25太瓦时)。这些预测是在更广泛的不确定性背景下进行的,并对成本假设、技术学习曲线和政策干预进行了敏感性分析。在这些不确定性水平下对预期方法的比较评估强调了确定性预测的局限性和基于情景的规划在指导长期能源政策方面的价值。虽然核聚变的经济可行性仍不确定,但到本世纪中叶,与先进的核裂变和燃气电厂的潜在成本相当是可能的。论文最后提出了减少不确定性和加速融合采用的战略政策建议:增加国家研发资金,促进国际和公私合作,投资自适应电网基础设施,以及制定灵活的监管框架。
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引用次数: 0
Strategic Foresight for Emerging Defense Technologies: Impact on STI Policies and Diffusion Timelines Across Short, Medium, and Long-Term Horizons 新兴国防技术的战略前瞻:对科技创新政策和短期、中期和长期传播时间表的影响
Pub Date : 2025-12-07 DOI: 10.1002/ffo2.70024
Merve Asilogullari Ayan, Serhat Cakir

From past to present, the defense industry has consistently driven technological innovation, acting as a catalyst for breakthroughs that extend beyond military applications. As global defense strategies increasingly rely on cutting-edge technologies, identifying areas of investment that align with Science, Technology, and Innovation (STI) policies has become crucial. Using the Delphi method, this study gathers insights from 74 Turkish defense-sector professionals—academics, engineers, and military officers—to evaluate 14 priority technology domains defined by the European Defense Agency taxonomy. Türkiye's short-, medium-, and long-term roadmap for digital transformation emphasizes immediate-impact areas, including cybersecurity, sensor systems, and design technologies, as well as long-horizon priorities, including photonics, advanced materials, and propulsion systems. Cybersecurity stands out as a disruptive, high-impact domain, reshaping both Türkiye's defense capabilities and the global security paradigm. The results function as a policy roadmap, allowing decision-makers to reconcile near-term readiness with long-term strategic autonomy by aligning investments, regulatory frameworks, and innovation incentives. These technologies challenge existing norms and demand adaptive policy frameworks that can anticipate and regulate their influence on national security. The integration of such technologies into defense frameworks represents a paradigmatic shift, reshaping military strategies and global power dynamics. The findings of this study contribute to ongoing discussions about the foresight of emerging technologies and their strategic implications within the defense industry, positioning it at the forefront of global technological transformation.

从过去到现在,国防工业一直在推动技术创新,在军事应用之外的突破中发挥着催化剂的作用。随着全球国防战略越来越依赖尖端技术,确定与科学、技术和创新(STI)政策相一致的投资领域变得至关重要。使用德尔菲法,本研究收集了74名土耳其国防部门专业人士(学者、工程师和军官)的见解,以评估欧洲防务局分类法定义的14个优先技术领域。t rkiye的短期、中期和长期数字化转型路线图强调了即时影响领域,包括网络安全、传感器系统和设计技术,以及长期优先事项,包括光子学、先进材料和推进系统。网络安全作为一个颠覆性的、高影响力的领域脱颖而出,重塑了 rkiye的防御能力和全球安全范式。其结果可作为政策路线图,通过调整投资、监管框架和创新激励措施,使决策者能够协调近期准备与长期战略自主权。这些技术挑战现有规范,需要能够预测和调节其对国家安全影响的适应性政策框架。将这些技术整合到国防框架中代表了一种范式转变,重塑了军事战略和全球力量动态。本研究的结果有助于正在进行的关于新兴技术的前瞻性及其在国防工业中的战略意义的讨论,将其定位在全球技术转型的前沿。
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引用次数: 0
Foresighting Scenarios for Green Hydrogen in Portugal: Systematization of Potential Futures and Identification of Bottlenecks and Constraints 葡萄牙绿色氢的预见情景:潜在未来的系统化和瓶颈和约束的识别
Pub Date : 2025-11-03 DOI: 10.1002/ffo2.70022
Mário Vieira, Marco Alves, Sofia G. Simoes, Lídia Quental, Justina Catarino, Paulo J. R. Pinto, Paula Oliveira, Teresa Simões

The use of green hydrogen has emerged as a promising avenue for facilitating the decarbonization of society. In this study, the potential futures of green hydrogen in Portugal, a key player in Europe's energy transition, are explored. Utilizing General Morphological Analysis combined with advanced clustering, the various political, social, and technological elements are analyzed to create a multifaceted view of the sector's future. This results in seven distinct scenario clusters, each offering unique insights into the challenges and opportunities for green hydrogen. The scenarios span a range of outcomes, from rapid growth fueled by strong policy support and technological advancements to more measured development due to economic or infrastructural hurdles. This study intends to provide stakeholders a deep understanding of the factors influencing green hydrogen's role in Portugal's push towards a sustainable energy landscape by 2030. These results provide a basis for the development of new projects and research directions, providing them with the necessary knowledge to make informed decisions. Moreover, this study will contribute to decision support by facilitating actions aimed at fostering the appropriate development of green hydrogen.

绿色氢的使用已成为促进社会脱碳的有希望的途径。在本研究中,探讨了绿色氢在葡萄牙的潜在未来,葡萄牙是欧洲能源转型的关键参与者。利用一般形态分析与高级聚类相结合,分析各种政治,社会和技术因素,以创建该部门未来的多方面观点。这导致了七个不同的场景集群,每个场景集群都对绿色氢的挑战和机遇提供了独特的见解。这些情景涵盖了一系列结果,从强有力的政策支持和技术进步推动的快速增长,到经济或基础设施障碍导致的更为慎重的发展。本研究旨在让利益相关者深入了解影响绿色氢在葡萄牙到2030年实现可持续能源格局中的作用的因素。这些结果为新项目和研究方向的发展提供了基础,为他们做出明智的决策提供了必要的知识。此外,本研究将通过促进旨在促进绿色氢的适当发展的行动,有助于决策支持。
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引用次数: 0
How Discriminative Artificial Intelligence Drives Scenario Planning: A Systematic Literature Review and Research Agenda 判别人工智能如何驱动情景规划:系统的文献综述和研究议程
Pub Date : 2025-10-30 DOI: 10.1002/ffo2.70021
Laura M. Berensmeier, Valentin J. Schmitt, Martin G. Moehrle

This article explores the potential of discriminative Artificial Intelligence (AI) to enhance scenario planning, a widely used methodology in strategic planning. Like others, scenario planning also faces the challenge of efficiently integrating available information. We address this challenge by investigating two research questions: First, how is discriminative AI currently applied in scenario planning? Second, how could discriminative AI techniques additionally be used to support the stakeholders of scenario planning? A systematic literature review identifies 58 relevant documents that illustrate the application of discriminative AI in several stages of the scenario process. We present six key findings in relation to the purpose of discriminative AI, the data used and the spectrum of topics. We then formulate seven research propositions that serve as a research agenda and highlight further potential for the utilization of discriminative AI. Our contribution to science is that we show how the roles of stakeholders are going to change. For management, we demonstrate the numerous opportunities offered by discriminative AI to improve the quality of scenario planning.

本文探讨了判别人工智能(AI)增强情景规划的潜力,这是一种在战略规划中广泛使用的方法。与其他方案一样,场景规划也面临着有效集成可用信息的挑战。我们通过调查两个研究问题来解决这一挑战:首先,判别人工智能目前如何应用于场景规划?第二,如何使用判别人工智能技术来支持场景规划的利益相关者?系统的文献综述确定了58个相关文件,说明了判别人工智能在场景过程的几个阶段的应用。我们提出了与歧视性人工智能的目的、使用的数据和主题范围有关的六个关键发现。然后,我们制定了七个研究命题,作为研究议程,并强调了判别人工智能应用的进一步潜力。我们对科学的贡献是,我们展示了利益相关者的角色将如何变化。对于管理,我们展示了判别人工智能提供的许多机会,以提高情景规划的质量。
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引用次数: 0
When We Work. Delphi Results on Time and Temporality Within Futures of Work 当我们工作时。德尔菲结果在未来工作的时间和时间性
Pub Date : 2025-09-09 DOI: 10.1002/ffo2.70020
Veli Virmajoki, Sirkka Heinonen, Riku Viitamäki, Amos Taylor, Juho Ruotsalainen

This paper examines time and temporality as central but often overlooked dimensions that shape the futures of work. While workplace transformation discussions often emphasise spatial aspects of working environments, our study reveals that temporal structures fundamentally determine how work is organised, experienced, and valued. In a two-round Delphi study conducted in 2024, we used a novel Delphi approach with provocations and paradox probing. As a result, we gained understanding on how temporal (i.e., time-related) issues function as critical elements in future work environments. Our findings indicate that novel temporal arrangements and understandings are associated with transformations in working environments. However, the possibility of novel temporal arrangements and their utilisation often follow existing power structures, which create inequities between different sectors, roles, and people. To conceptualise time as an active element rather than neutral background, we contextualise the analysis to literature on time in futures studies and related fields. In this way, our research contributes through the Delphi study to understanding how changing temporalities might affect whether workplace innovations succeed in fostering productivity, well-being, and equity or whether they create novel problems and new forms of exclusion. The results of our Delphi study are particularly timely given how workplaces change in the context of the so-called double twin transition of digital/green and virtual/physical transforming our societies. Where and when cannot be separated when it comes to the futures of work, given the double twin transition.

本文考察了时间和时间性作为塑造未来工作的核心但往往被忽视的维度。虽然工作场所转型的讨论往往强调工作环境的空间方面,但我们的研究表明,时间结构从根本上决定了工作的组织、体验和价值。在2024年进行的两轮德尔菲研究中,我们使用了一种带有挑衅和悖论探索的新颖德尔菲方法。因此,我们了解了时间(即与时间相关的)问题如何在未来的工作环境中作为关键因素发挥作用。我们的研究结果表明,新的时间安排和理解与工作环境的转变有关。然而,新的时间安排及其利用的可能性往往遵循现有的权力结构,从而在不同部门、角色和人员之间造成不平等。为了将时间概念化为一个主动因素而不是中性背景,我们将分析背景化为期货研究和相关领域的时间文献。通过这种方式,我们的研究通过德尔菲研究有助于理解变化的时间性如何影响工作场所创新是否成功地促进了生产力、福祉和公平,或者它们是否会产生新的问题和新的排斥形式。鉴于工作场所在所谓的数字化/绿色和虚拟/物理双重转型的背景下如何改变我们的社会,我们德尔菲研究的结果尤其及时。考虑到双重过渡,在未来的工作中,地点和时间是不可分割的。
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引用次数: 0
Stakeholder-Driven Consequence Modeling Employing Cross-Impact Balance Scenario Analysis 采用交叉影响平衡情景分析的利益相关者驱动的后果建模
Pub Date : 2025-09-09 DOI: 10.1002/ffo2.70019
Simon Brauner, Stefan Vögele

Future research, including participatory research, can help to explore stakeholder perspectives. This capability is observable in scenario methods such as the cross-impact balance analysis that aggregates factors from which scenarios and further research opportunities are derivable. In this methodologically oriented paper, a modeling idea is explored, in which consequences are considered as flexible factors in the modeling process, rather than drawing on fixed impact-consequence linkages. The study proposes an extension that explicitly models implicitly acting consequences to increase stakeholder involvement and system understanding. In this regard, the manuscript argues that this approach enables reflection on the modeling and potential results during this process, as they are constructed around these consequences or, more generally, system indicators. Thus, this approach provides an opportunity to integrate cross-impact assessment more effectively into stakeholder dialog by facilitating the tracking and discussion of structures. The study also illustrates the methodological approach by highlighting its application to the topic of water governance. In addition to the potential for utilizing this approach in workshops and participatory co-modeling, the most significant initial finding of this study is that the explication of consequences could serve as a suitable foundation for further studies focusing on stakeholder involvement or impact analysis.

未来的研究,包括参与性研究,可以帮助探索利益相关者的观点。这种能力在情景方法中是可以观察到的,例如交叉影响平衡分析,它聚集了从情景和进一步的研究机会衍生出来的因素。在这篇以方法论为导向的论文中,探讨了一种建模思想,其中后果被视为建模过程中的灵活因素,而不是利用固定的影响-结果联系。该研究提出了一个扩展,明确地建模隐含的行为后果,以增加利益相关者的参与和系统的理解。在这方面,手稿认为这种方法能够在这个过程中对建模和潜在结果进行反思,因为它们是围绕这些结果构建的,或者更一般地说,是系统指标。因此,这种方法通过促进对结构的跟踪和讨论,提供了一个将交叉影响评估更有效地集成到利益相关者对话中的机会。该研究还通过强调其在水治理主题中的应用来说明方法方法。除了在研讨会和参与式共同建模中利用这种方法的潜力之外,本研究最重要的初步发现是,对后果的解释可以作为关注利益相关者参与或影响分析的进一步研究的合适基础。
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引用次数: 0
Democratization of Tomorrow's Plate: Synergizing Foresight Methods and Design Thinking in Designing Cellular Agriculture Innovations 明日盘子的民主化:设计细胞农业创新的协同预见方法和设计思维
Pub Date : 2025-09-02 DOI: 10.1002/ffo2.70018
Simbarashe Nhokovedzo, Petri Tapio, Siyada Witoon, Nikita Uverov, Tawanda Prosper Mushayavanhu

This paper presents a sustainable design framework for cellular agriculture innovations by integrating foresight methods and design thinking. Importantly, the research connected design thinking, foresight methods and sustainable innovations. The framework systematically aligns foresight methods with the design thinking process, thus enabling cellular agriculture innovators to anticipate long-term challenges and navigate uncertainties. The strengths and limitations of either design thinking or foresight are explored thus rationalizing the need to integrate them. A key research question of the study is: How can foresight methods be systematically integrated with design thinking to enhance the sustainability of Cellular Agriculture innovations? A user-friendly framework is developed by matching foresight methods capabilities and aims of design thinking stages. The paper discusses theoretical and practical implications of the framework while pointing direction of further research in shaping sustainable food systems.

结合前瞻性方法和设计思维,提出了细胞农业创新的可持续设计框架。重要的是,该研究将设计思维、预见方法和可持续创新联系起来。该框架系统地将预见方法与设计思维过程结合起来,从而使细胞农业创新者能够预测长期挑战并应对不确定性。探讨了设计思维和预见的优点和局限性,从而使整合它们的需要合理化。本研究的一个关键研究问题是:如何将前瞻性方法与设计思维系统地结合起来,以增强细胞农业创新的可持续性。通过将预见方法、能力和设计思维阶段的目标相匹配,构建了一个用户友好的框架。本文讨论了该框架的理论和实践意义,同时指出了在塑造可持续粮食系统方面进一步研究的方向。
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引用次数: 0
Pratixa: A Cognitive Framework for Behavioral Decision-Making and Its Mathematical Formalization 实践:行为决策的认知框架及其数学形式化
Pub Date : 2025-08-31 DOI: 10.1002/ffo2.70017
Santhosh Kareepadath Rajan

The present study introduces pratixa, an internal cognitive structure that functions as a reference architecture guiding human decision-making. Pratixa is a dynamic, event-sensitive archive of anticipated outcomes of behavior, learned event-behavior-outcome associations, and adaptive behavioral responses, drawing on the theories from decision science, psychology, and behavioral adaptation. Past experiences shape pratixa, and iterative learning reinforces it. It supports predictive mental representations by enabling individuals to anticipate the outcomes of their own behavioral responses and adjust those responses when discrepancies arise between anticipated and actual outcomes. Pratixa supports anticipatory learning and real-time correction, making it a future-oriented cognitive structure for decision making. It matures in a spiral progression, from null pratixa, where no prior event-behavior-outcome associations exist, through quixotic pratixa, characterized by illusory or arbitrary associations, to realistic pratixa, where causal relationships are adequately approximated. This spiral maturation reflects how individuals adapt through experiential learning and reinforcement, transitioning from effortful reasoning to increasingly automatic and context-sensitive decision-making. By positioning decision-making within this evolving structure, pratixa offers a distinct perspective on predictive cognition in complex and ambiguous contexts, with implications for strategic foresight, behavioral economics, and adaptive behavioral decision making. The study also proposes a mathematical formulation to represent how this reference architecture evolves through reinforcement-based learning and guides decision-making, providing a computational basis for modeling human foresight and adaptation.

本研究引入了实践,这是一种内部认知结构,作为指导人类决策的参考架构。Pratixa是一个动态的、事件敏感的档案,包括行为的预期结果、习得的事件-行为-结果关联和适应性行为反应,借鉴了决策科学、心理学和行为适应的理论。过去的经验塑造了实践,反复的学习强化了实践。它支持预测性心理表征,使个人能够预测自己的行为反应的结果,并在预期结果和实际结果之间出现差异时调整这些反应。Pratixa支持预期学习和实时纠正,使其成为一种面向未来的决策认知结构。它以螺旋式发展的方式成熟,从零实践(不存在先前事件-行为-结果关联),到堂吉诃德式实践(以虚幻或任意关联为特征),再到现实主义实践(因果关系充分接近)。这种螺旋式的成熟反映了个体如何通过经验学习和强化来适应,从努力推理过渡到越来越自动化和上下文敏感的决策。通过将决策定位在这种不断发展的结构中,pratixa为复杂和模糊背景下的预测性认知提供了一个独特的视角,并对战略远见、行为经济学和适应性行为决策产生了影响。该研究还提出了一个数学公式来表示这种参考架构是如何通过基于强化的学习和指导决策而演变的,为模拟人类的远见和适应提供了计算基础。
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引用次数: 0
Interactive Horizon Scanning of the Forest Bioeconomy With a Nested Business Environment Framework 嵌套商业环境框架下森林生物经济的交互式水平扫描
Pub Date : 2025-08-05 DOI: 10.1002/ffo2.70015
Tuomas Mauno, Päivi Pelli, David N. Bengston, Jouni Pykäläinen, Teppo Hujala

In sectors based on renewable resources, foresight studies have often been macro-scale, quantitative outlook studies. As a result, in the complex operating environment of the forest bioeconomy, the organizations and professionals of the emerging bioeconomic sector have not been able to fully utilize futures information in their decision-making processes. This study sought to find solutions to this issue by utilizing a nested business environment framework (NEST framework) in signal interpretation as part of piloting interactive horizon scanning of the forest bioeconomy. In interaction with a diverse group of forest bioeconomy stakeholders, the horizon scanning exercise collected and interpreted signals of change. The aim was to increase forest bioeconomy actors' sense of ownership towards signals information. This study discusses strengths and weaknesses of interactive horizon scanning in the context of the forest bioeconomy and raises awareness of the opportunities and challenges of using a NEST framework in signal interpretation. The study contributes to the analytical tools and has practical implications for interpreting signals of change in the forest bioeconomy and other sectors based on renewable resources. According to the results, the NEST framework used in signal interpretation has strengths, but revealing its full potential requires further development. These developments may include the application of the framework in concrete, timely stakeholder contexts, both involving forest bioeconomy actors and a necessary outside-in perspective from other sectors.

在以可再生资源为基础的部门,前瞻研究往往是宏观的、定量的展望研究。因此,在复杂的森林生物经济操作环境中,新兴生物经济部门的组织和专业人员无法在决策过程中充分利用期货信息。本研究试图通过在信号解释中利用嵌套商业环境框架(NEST框架)作为森林生物经济交互式水平扫描试点的一部分,找到解决这一问题的方法。在与不同的森林生物经济利益相关者群体的互动中,地平线扫描工作收集和解释了变化的信号。其目的是增强森林生物经济参与者对信号信息的主人翁意识。本研究讨论了交互式水平扫描在森林生物经济背景下的优势和劣势,并提高了人们对在信号解释中使用NEST框架的机遇和挑战的认识。这项研究有助于提供分析工具,并对解释森林生物经济和其他以可再生资源为基础的部门的变化信号具有实际意义。根据结果,用于信号解释的NEST框架具有优势,但要充分发挥其潜力还需要进一步发展。这些发展可能包括在具体、及时的利益相关者背景下应用该框架,既涉及森林生物经济行为体,也涉及其他部门必要的由外而内的观点。
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