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Effects of prior knowledge and collaborations on R&D performance in times of urgency: the case of COVID‐19 vaccine development 先验知识和合作对紧急时期研发绩效的影响:COVID-19 疫苗开发案例
IF 6.3 2区 管理学 Q1 BUSINESS Pub Date : 2024-02-20 DOI: 10.1111/radm.12670
Daniel Laufs, Tetyana Melnychuk, Carsten Schultz
Innovation usually requires time‐consuming exploratory approaches. However, external shocks and related crises, such as the COVID‐19 pandemic, lead to severe time pressures, which require short‐term R&D results. We investigate how organizations' prior collaboration and existing knowledge not only helped them cope with the crisis but also affected the vaccine's development performance. Specifically, we investigate the R&D outcomes of 386 organizations involved in the COVID‐19 vaccine's development within the first 18 months after the pandemic's outbreak. The results reveal that under urgency, organizations with prior scientific collaborations and technological knowledge exhibit a higher R&D performance. Furthermore, a broad network of diverse collaborators strengthened this relationship, thereby calling for more interdisciplinary R&D activities. We therefore extend the literature on innovation speed and strengthen long‐term R&D outcomes' role in organizations with a broad existing knowledge base and collaboration networks. We do so by specifically supporting such organizations' ability to integrate their previous R&D's and collaborations' knowledge to achieve rapid innovative outcomes under urgency.
创新通常需要耗时的探索方法。然而,外部冲击和相关危机(如 COVID-19 大流行)会导致严重的时间压力,需要短期的研发成果。我们研究了各组织之前的合作和现有知识不仅如何帮助他们应对危机,还如何影响疫苗的研发绩效。具体而言,我们调查了参与 COVID-19 疫苗研发的 386 个组织在大流行爆发后前 18 个月内的研发成果。研究结果表明,在紧急状况下,拥有先前科学合作和技术知识的组织表现出更高的研发绩效。此外,由不同合作者组成的广泛网络也加强了这种关系,从而要求开展更多跨学科的研发活动。因此,我们扩展了有关创新速度的文献,并加强了长期研发成果在拥有广泛的现有知识基础和合作网络的组织中的作用。为此,我们特别支持这类组织整合其先前的研发与合作知识的能力,以便在紧急情况下取得快速创新成果。
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引用次数: 0
From depth and breadth of knowledge to technological capability: a journey inside a firm's intellectual capital 从知识的深度和广度到技术能力:企业知识资本的内部之旅
IF 6.3 2区 管理学 Q1 BUSINESS Pub Date : 2024-01-18 DOI: 10.1111/radm.12669
Ali Esfandyarpour, Mohammad Reza Arasti, Mohammad Saleh Farazi, Iman Miremadi
In the current knowledge-intensive economy, a firm's intellectual capital refers to its idiosyncratic internal and external knowledge-related assets. While technological knowledge is a major constituent of intellectual capital, past research has often equated it with technological capability. However, technological capability includes not only codified knowledge, but also tacit know-how that is not captured by formal intellectual property. We argue that while a firm's patents might serve as a proxy for measuring its base of technological knowledge, they are not a good proxy for a firm's technological capabilities. Therefore, we offer a novel approach based on a machine learning technique to capture a biopharmaceutical firm's technological capabilities using the clinical trials that it carries out. Picturing a hypothetical journey where firms transform and exploit technological knowledge to move towards building technological capabilities, we address a research gap on the link between a firm's depth and breadth of technological knowledge on the one hand, and its technology diversity on the other. Analyzing a sample of 204 biopharma firms from 2006 to 2018, we find a positive relationship between the breadth of technological knowledge and technology diversity in a firm. In contrast, the relationship between the depth of technological knowledge and technology diversity is negative. We also find that in the presence of product/market diversification, the positive relationship between the breadth of technological knowledge and technology diversity is stronger. Implications for research and practice are also discussed.
在当前的知识密集型经济中,企业的知识资本指的是企业内部和外部与知识相关的特殊资产。虽然技术知识是知识资本的主要组成部分,但以往的研究往往将其等同于技术能力。然而,技术能力不仅包括成文的知识,还包括正式知识产权所不具备的隐性知识。我们认为,虽然企业的专利可以作为衡量其技术知识基础的代表,但并不能很好地代表企业的技术能力。因此,我们提供了一种基于机器学习技术的新方法,利用生物制药公司开展的临床试验来捕捉其技术能力。我们描绘了一个企业转化和利用技术知识以建立技术能力的假想旅程,解决了企业技术知识的深度和广度与技术多样性之间联系的研究空白。通过分析 2006 至 2018 年间 204 家生物制药企业的样本,我们发现企业的技术知识广度与技术多样性之间存在正相关关系。相比之下,技术知识深度与技术多样性之间的关系为负。我们还发现,在产品/市场多样化的情况下,技术知识广度与技术多样性之间的正相关关系更强。我们还讨论了研究和实践的意义。
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引用次数: 0
Emerging economy firm technological catch-up through a dual innovation ecosystem framework 通过双重创新生态系统框架实现新兴经济体企业的技术赶超
IF 6.3 2区 管理学 Q1 BUSINESS Pub Date : 2024-01-06 DOI: 10.1111/radm.12666
Joshua B. Sears, Muhammad A. Muhammad
Research has identified two principal mechanisms for emerging economy (EE) firms to technologically catch up with advanced economy (AE) firms: absorbing knowledge spillovers from AE subsidiaries and internationalizing R&D into AEs. Prior technological catch-up research has assumed EE firms are merely trailing their AE counterparts on the technological frontier when in fact the research on the bottom of the pyramid, as well as other research streams, have recognized that the different consumer demands in EEs and AEs drive different R&D activities in EEs and AEs. We submit that technological catch-up requires both the upgrading of technological capabilities and the shifting of R&D activity from solving EE demand problems to solving AE demand problems. Utilizing patent data, we investigate the relative efficacy of AE knowledge spillovers and internationalizing R&D in AEs on technological catch-up within a dual innovation ecosystem framework. We find that knowledge spillovers affect technological catch-up through a process that initially decreases the technological capabilities of EE firms before increasing such capabilities as EE firms shift R&D activity towards the AE innovation ecosystem. However, we find that internationalizing R&D in AEs yields a significant positive effect on EE firms' technological capabilities and shifts their innovative activities towards solving AE demand problems.
研究发现,新兴经济体(EE)企业在技术上追赶先进经济体(AE)企业有两个主要机制:吸收 AE 子公司的知识溢出效应,以及将研发国际化引入 AE。先前的技术赶超研究认为,EE 企业只是在技术前沿落后于 AE 企业,而事实上,对金字塔底层的研究以及其他研究流派已经认识到,EE 和 AE 不同的消费者需求推动了 EE 和 AE 不同的研发活动。我们认为,技术赶超既需要提升技术能力,也需要将研发活动从解决 EE 需求问题转向解决 AE 需求问题。利用专利数据,我们在双重创新生态系统框架内研究了AE知识溢出和AE研发国际化对技术赶超的相对影响。我们发现,知识外溢影响技术赶超的过程是,最初会降低新兴经济体企业的技术能力,然后随着新兴经济体企业将研发活动转向新兴经济体创新生态系统,这种能力会得到提高。然而,我们发现,将研究与开发活动国际化会对欧企的技术能力产生显著的积极影响,并使其创新活动转向解决欧企的需求问题。
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引用次数: 0
Ambidexterity within a multinational context: how organisations can leverage explorative and exploitative reverse innovation 跨国背景下的混合灵活性:组织如何利用探索性和开发性逆向创新
IF 6.3 2区 管理学 Q1 BUSINESS Pub Date : 2024-01-04 DOI: 10.1111/radm.12668
Linus Roth, Simone Corsi, Mathew Hughes
Organisational ambidexterity allows firms to maintain a competitive advantage. In today's globally competitive environment, characterised by dispersed knowledge and diversified markets, ambidexterity assumes an even more important connotation from a geographic perspective. In this context, emerging economies (EEs) play a vital role as sources of innovators and market disruptors. This has resulted in the emerging phenomenon of reverse innovation (RI) and the rethinking of firms' multinational R&D and innovation strategies. The present study aims to answer how RI can be incorporated into multinational R&D strategies to bring about organisational ambidexterity on a firm level by balancing explorative and exploitative innovative activities across advanced economies (AEs) and EEs. With primary data collected through semi-structured interviews with thirty R&D executives and senior managers, we find that RI can occur in the form of complete products and smaller innovative contributions toward developing new products that arise from the multinational collaboration between headquarters of organisations, their subsidiaries, and partners. We also find that multinational enterprises use both exploration and exploitation in EEs as the foundation for RI. Finally, we propose four distinct explorative and exploitative RI types that multinational enterprises can pursue to balance their ambidextrous activities across geographies. These four types of innovation are comprised of reverse product innovations and reverse flows of innovative contributions, each of explorative and exploitative nature.
组织的灵活性使企业能够保持竞争优势。在当今以知识分散和市场多元化为特点的全球竞争环境中,从地理角度看,灵活性具有更加重要的内涵。在这种情况下,新兴经济体(EEs)作为创新者和市场颠覆者的源泉发挥着至关重要的作用。这导致了新出现的逆向创新(RI)现象,以及对企业跨国研发和创新战略的重新思考。本研究旨在回答如何将反向创新纳入跨国研发战略,通过平衡发达经济体(AEs)和新兴经济体(EEs)之间的探索性和开发性创新活动,在企业层面实现组织的灵活性。通过对 30 位研发主管和高级经理进行半结构化访谈收集的原始数据,我们发现,研发创新可以以完整产品和较小创新贡献的形式出现,这些创新贡献来自于组织总部、其子公司和合作伙伴之间的跨国合作开发的新产品。我们还发现,跨国企业将企业外部环境中的探索和开发作为 RI 的基础。最后,我们提出了四种不同的探索性和开发性创新类型,跨国企业可以通过这些类型来平衡其跨地域的灵活活动。这四种创新类型包括逆向产品创新和逆向创新贡献流,每种类型都具有探索和开发性质。
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引用次数: 0
Places and spaces of collaborative R&D and innovation: navigating the role of physical and virtual contexts 合作研发与创新的场所和空间:把握物理和虚拟环境的作用
IF 6.3 2区 管理学 Q1 BUSINESS Pub Date : 2023-12-12 DOI: 10.1111/radm.12663
Seppo Leminen, Katharina De Vita, Mika Westerlund, Paavo Ritala
The context in which collaborative R&D and innovation activities take place is a critical driver of success and failure. However, innovation management research tends to often abstract the context away, leaving the crucial contingency factors unaddressed. This special issue explores multifaceted collaborative R&D and innovation contexts across physical and virtual domains. An array of ten articles dissect various contexts, including cross-sector partnerships, innovation hubs, living labs, makerspaces, and virtual collaboration spaces and communities, highlighting their impact on innovation processes and outcomes. In this editorial, we develop a ‘Collaborative Innovation Space Matrix’ to firstly integrate the insights from the special issue focusing on collaboration dynamics and type of spaces and, secondly, to propose a call for action for innovation researchers to better understand the crucial role of context in collaborative R&D and innovation.
开展合作研发和创新活动的环境是成败的关键因素。然而,创新管理研究往往将背景抽象化,从而忽略了至关重要的偶然因素。本特刊探讨了物理和虚拟领域多方面的合作研发与创新背景。十篇文章剖析了各种环境,包括跨部门伙伴关系、创新中心、生活实验室、创客空间以及虚拟协作空间和社区,强调了它们对创新过程和成果的影响。在这篇社论中,我们开发了一个 "协作创新空间矩阵",首先整合了特刊中关于协作动态和空间类型的见解,其次呼吁创新研究人员采取行动,更好地理解环境在协作研发和创新中的关键作用。
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引用次数: 0
The impact of Republican CEO ideology and political alignment on R&D spending and business performance 共和党首席执行官的意识形态和政治倾向对研发支出和企业绩效的影响
IF 6.3 2区 管理学 Q1 BUSINESS Pub Date : 2023-12-11 DOI: 10.1111/radm.12664
Chiquan Guo, Md Noman Hossain, Mark J. Kroll, Ahmed Elnahas, Brandon Ater
Based on a sample of firms in the S&P 1500 index covering the years 1993 to 2016, we find that firms with Republican CEOs spend less on R&D compared to their Democratic counterparts. However, Republican CEOs ratchet up their R&D spending when a Republican is in the Oval Office. Furthermore, we find that R&D spending is negatively related to return on assets (ROA), which is indicative of the risky nature of R&D spending, but R&D is positively related to Tobin Q, a longer-term performance measure. As a consequence, when Republican CEOs manage under a Republican president, the effect of accelerated R&D spending is to send ROA lower, owing to the short-term negative effect of R&D spending. Additionally, due to overspending on R&D by Republican CEOs under a Republican president, the generally positive effect of R&D on Tobin Q is weakened. It seems social capital has its dark side as it can mislead CEOs to make opportunistic but unwise R&D spending decisions. Overall, Republican CEOs, relative to Democratic CEOs, have higher short-term performance (ROA), and lower long-term performance (Tobin Q) owing to reduced R&D spending. Our results have research, managerial, and policy implications.
基于 1993 年至 2016 年 S&P 1500 指数中的公司样本,我们发现,与民主党公司相比,共和党首席执行官所在公司的研发支出较少。然而,当共和党人进入椭圆形办公室时,共和党首席执行官会加大研发支出。此外,我们还发现,研发支出与资产回报率(ROA)呈负相关,这表明研发支出具有风险性,但研发支出与托宾 Q 值(一种长期绩效指标)呈正相关。因此,当共和党首席执行官在共和党总统领导下进行管理时,由于 R&D 支出的短期负面影响,R&D 支出加速的效果是使投资回报率降低。此外,由于共和党总统领导下的共和党首席执行官在 R&D 方面的超额支出,R&D 对托宾 Q 的普遍积极影响被削弱。看来社会资本也有其阴暗面,它可能误导首席执行官做出机会主义但不明智的研发支出决策。总体而言,相对于民主党首席执行官,共和党首席执行官的短期绩效(投资回报率)更高,而长期绩效(托宾 Q 值)则较低,原因是他们减少了研发支出。我们的研究结果具有研究、管理和政策意义。
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引用次数: 0
The microfoundations of mission-led interdisciplinary collaborations: The role of design principles 以任务为主导的跨学科合作的微观基础:设计原则的作用
IF 6.3 2区 管理学 Q1 BUSINESS Pub Date : 2023-12-06 DOI: 10.1111/radm.12660
Rafaela Costa Camoes Rabello, Katharina Ruckstuhl, Paul Woodfield, Olga Kokshagina, Susan Sandretto
Mission-oriented (MO) research aims to address social, economic and policy goals through an agreed and evidence-based set of ‘missions’. Vital to achieving a mission are bottom-up and cross-organisational interdisciplinary collaborations. However, these collaborations are often time and resource intensive. Paying attention to microfoundation behaviours can elucidate the individual capabilities required for mission-oriented science. Design-driven approaches have proven useful in supporting the microfoundations of interdisciplinary collaborations. However, we know little about what design principles support MO research. To understand this, we conducted a workshop built on a Concept-Knowledge (C-K) design principles as part of a longitudinal study of a mission-oriented interdisciplinary science innovation programme in New Zealand. Our results indicated that the C-K principles of knowledge mapping, concept exploration and mindful deviation enhanced workshop participants' willingness to creatively experiment across disciplines, provided a shared research directionality and addressed many of the barriers identified in the longitudinal study. We argue that our findings complement and deepen empirically driven microfoundational research by unpacking the specific role of design principles in inducing the behaviours that are essential to advancing large-scale mission-oriented research collaborations.
任务导向(MO)研究旨在通过一套商定的、以证据为基础的 "任务 "来实现社会、经济和政策目标。自下而上和跨组织的跨学科合作对于完成使命至关重要。然而,这些合作往往需要大量的时间和资源。关注微观基础行为可以阐明以任务为导向的科学所需的个人能力。事实证明,设计驱动方法有助于支持跨学科合作的微观基础。然而,我们对支持 MO 研究的设计原则知之甚少。为了了解这一点,我们举办了一个以概念-知识(C-K)设计原则为基础的研讨会,作为新西兰以任务为导向的跨学科科学创新计划纵向研究的一部分。我们的研究结果表明,C-K 原则中的知识映射、概念探索和用心偏离增强了研讨会参与者进行跨学科创造性实验的意愿,提供了共同的研究方向,并解决了纵向研究中发现的许多障碍。我们认为,我们的研究结果补充并深化了经验驱动的微观基础研究,揭示了设计原则在诱导行为方面的具体作用,而这些行为对于推进以任务为导向的大规模研究合作至关重要。
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引用次数: 0
Orchestrating orphan ideas in the fuzzy front end of a large firm's R&D department 在一家大公司研发部门模糊的前端策划孤儿创意
IF 6.3 2区 管理学 Q1 BUSINESS Pub Date : 2023-11-23 DOI: 10.1111/radm.12661
Patrick Cohendet, Olivier Dupouët, Raouf Naggar, Romain Rampa
The fuzzy front end is the critical initial step of an innovation process during which new ideas emerge. This step's functioning is well understood when the ideas produced are in line with the organisation's directions or roadmap. In that case, there are a variety of managerial methods available to guide, filter and control the development of ideas while reducing the associated risks. However, we know considerably less about the emergence and development of orphan ideas, that is ideas that are not aligned with the firm's strategic roadmap. Such orphan ideas are beyond the scope of managers because they are not consistent with the orientations and needs identified by the firm. The aim of this article is to start to fill this gap through the qualitative study of three unexpected ideation processes at Hydro-Québec's research institute. Our data reveal a process characterised by a complicated intertwinement of formal and informal mechanisms and relationships. In particular, our results show that informal groups, which can be assimilated to epistemic communities, play a major role in the orchestration of the first stages of the journey of orphan ideas by taking charge of the development of the value proposition and of the idea's integration in the firm's managerial and strategic framework. Further, managing orphan ideas requires specific managerial devices and social mechanisms.
模糊前端是创新过程的关键初始步骤,在此过程中,新想法会出现。当产生的想法与组织的方向或路线图一致时,这一步的功能就很好理解了。在这种情况下,有各种各样的管理方法可以指导、过滤和控制思想的发展,同时减少相关的风险。然而,我们对孤儿想法的出现和发展知之甚少,这些想法与公司的战略路线图不一致。这些孤立的想法超出了管理者的范围,因为它们与公司确定的方向和需求不一致。本文的目的是通过对hydro - quamesbec研究所三个意想不到的构思过程的定性研究来填补这一空白。我们的数据揭示了一个以正式和非正式机制和关系的复杂交织为特征的过程。特别是,我们的研究结果表明,非正式群体(可以被吸收为认知社区)通过负责价值主张的发展以及将想法整合到公司的管理和战略框架中,在孤儿想法之旅的第一阶段的协调中发挥了重要作用。此外,管理孤儿想法需要特定的管理手段和社会机制。
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引用次数: 0
Toward a sustainable sharing economy with business model innovations in the clothing industry 通过服装行业的商业模式创新,走向可持续的共享经济
IF 6.3 2区 管理学 Q1 BUSINESS Pub Date : 2023-11-15 DOI: 10.1111/radm.12659
Nina Tura, Minttu Laukkanen
The sharing economy provides an interesting playground in which to innovate business models with the aim of creating sustainable value. Despite the growing interest in the topic, the relationship between sharing economy business models and sustainability is still largely unknown. In this study, the focus is on examining how to increase the utilization of unused or underutilized assets through business models to create sustainable value. Based on the comprehensive analysis of sustainability-oriented companies in the Finnish clothing industry, 11 business model (BM) types with different internal development and cooperation levels were identified, guiding the development of BMs toward sharing. By applying a contingency theory, we identified different contingency factors interacting with BM components and affecting the potential of these BMs to increase the sustainable use of resources and move toward increased sustainable value creation. This new understanding contributes especially to the call to study BM innovations in contingent situations, and highlights the importance of considering the context while analyzing the sustainable value creation potential of sharing economy BMs.
共享经济为以创造可持续价值为目标的商业模式创新提供了一个有趣的平台。尽管人们对这个话题越来越感兴趣,但共享经济商业模式与可持续性之间的关系在很大程度上仍是未知的。在本研究中,重点是研究如何通过商业模式来提高未使用或未充分利用的资产的利用率,以创造可持续的价值。在对芬兰服装行业可持续发展企业进行综合分析的基础上,确定了11种内部发展和合作水平不同的商业模式(BM)类型,引导BM向共享方向发展。通过运用权变理论,我们确定了与BM组成部分相互作用的不同权变因素,并影响这些BM的潜力,以增加资源的可持续利用,并朝着增加可持续价值创造的方向发展。这一新的认识尤其有助于在偶然情况下研究BM创新的呼吁,并强调了在分析共享经济BM的可持续价值创造潜力时考虑背景的重要性。
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引用次数: 0
Technological sensing and response capabilities as drivers for radical innovation in the context of apocalyptic uncertainty 在世界末日的不确定性背景下,技术感知和响应能力作为激进创新的驱动力
2区 管理学 Q1 BUSINESS Pub Date : 2023-11-10 DOI: 10.1111/radm.12658
Garima Malik, Piyush Sharma, Russel Kingshott, Tak Yan Leung, Dianoush Abdolrazagh
This paper introduces a new conceptual model to examine the impact of technological opportunism (technology sensing and response capabilities) on the adoption of incremental and radical technological innovation by small and medium enterprises (SMEs). We tested our hypotheses with data from 228 Indian SMEs using a symmetric method of partial least square structural equation modeling (PLS‐SEM) and the asymmetric method of fuzzy–set qualitative comparative analysis (fsQCA) followed by sensitivity analysis done by an artificial neural network (ANN) modeling. PLS‐SEM results highlighted the roles of technology sensing and response capabilities as key drivers of both incremental and radical product innovations and the strengthening of these relationships by market uncertainty triggered by external events and crises. Apart from this, the results of fsQCA demonstrated multiple configurations of dimensions associated with the adoption of technological innovations by SMEs. This paper extends the current literature by exploring the process by which SMEs may adopt different types of technological innovation. Our findings also have useful implications for SMEs aiming to adopt technological innovations.
本文引入了一个新的概念模型来研究技术机会主义(技术感知和响应能力)对中小企业采用渐进式和突破性技术创新的影响。我们使用偏最小二乘结构方程建模(PLS‐SEM)的对称方法和模糊集定性比较分析(fsQCA)的不对称方法,然后通过人工神经网络(ANN)建模进行敏感性分析,对228家印度中小企业的数据进行了假设检验。PLS‐SEM结果强调了技术感知和响应能力作为增量和激进产品创新的关键驱动因素的作用,以及由外部事件和危机引发的市场不确定性加强这些关系。除此之外,fsQCA的结果显示了与中小企业采用技术创新相关的多个维度配置。本文对现有文献进行了拓展,探讨了中小企业采用不同类型技术创新的过程。我们的研究结果对旨在采用技术创新的中小企业也有有益的启示。
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引用次数: 0
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R&D Management
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