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Missing women in STEM occupations: The impact of university education on the gender gap in graduates' transition to work STEM 职业中的女性缺失:大学教育对毕业生就业性别差距的影响
IF 7.5 1区 管理学 Q1 MANAGEMENT Pub Date : 2024-07-19 DOI: 10.1016/j.respol.2024.105072
Azzurra Meoli , Evila Piva , Hérica Righi

This paper contributes to the literature on the drivers of the gender gap in STEM by focusing on a critical career juncture: the bridge between university study in STEM fields and work. We investigate the effect of selected characteristics of recent STEM graduates' university education on the difference between women and men in their likelihood of obtaining STEM occupations shortly after graduation. Using unique data on a large sample of graduates in male-dominated STEM fields, we show that a diversified university curriculum increases the likelihood of women graduates getting STEM occupations shortly after graduation, while it does not affect men. In contrast, doing internships during university studies and participating in study abroad programs reduce the likelihood of men graduates entering STEM occupations, but does not affect women. Additionally, students' graduation grades increase the probability of both women and men securing STEM occupations.

本文通过关注一个关键的职业生涯转折点:STEM 领域的大学学习与工作之间的桥梁,为有关 STEM 领域性别差距驱动因素的文献做出了贡献。我们研究了应届 STEM 毕业生所受大学教育的选定特征对男女在毕业后不久获得 STEM 职业的可能性差异的影响。通过对以男性为主的 STEM 领域的大量毕业生样本进行独特的数据分析,我们发现,大学课程的多样化会增加女性毕业生在毕业后不久获得 STEM 职业的可能性,而对男性则没有影响。相比之下,在大学期间进行实习和参加出国留学项目会降低男性毕业生从事 STEM 职业的可能性,但对女性没有影响。此外,学生的毕业成绩也会增加女性和男性从事 STEM 职业的概率。
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引用次数: 0
Public interest v.s. special interest: The strategic framing tactics of technologies in the political arena 公共利益与特殊利益:政治舞台上的技术战略框架战术
IF 7.5 1区 管理学 Q1 MANAGEMENT Pub Date : 2024-07-16 DOI: 10.1016/j.respol.2024.105071
Yuni Wen

Although current scholarship has shown that firms strategically frame their new technologies to persuade market stakeholders, such as investors and customers, we know less about how they use strategic framing tactics to influence politicians when the new technology challenges the regulatory framework. This is a significant omission, given that market and political stakeholders have very different interests and legitimacy judgments. Therefore, this paper aims to systematically examine the variations and antecedents of framing tactics of technologies in the political arena. It distinguishes between two types of political framing tactics of technologies: public interest framing tactics, which align the technology with the interests of the public, and special interest framing tactics, which condemn the incumbents as representatives of a special interest that stifles innovation. It also suggests that technology firms' political framing tactics are influenced by the instrumental interests and ideologies of targeted politicians. Based on a keyword-based content analysis of Uber's political statements in the most populous US cities between 2012 and 2018, it finds that the use of public interest framing tactics is specifically related to politicians' electoral pressure, whereas the use of special interest framing tactics is associated with politicians' liberal tendencies.

尽管目前的学术研究表明,企业会对其新技术进行战略构架,以说服投资者和客户等市场利益相关者,但当新技术挑战监管框架时,企业如何利用战略构架策略来影响政治家,我们却知之甚少。考虑到市场利益相关者和政治利益相关者有着截然不同的利益和合法性判断,这是一个重大的疏漏。因此,本文旨在系统研究政治领域技术框架策略的变化和前因。本文区分了两类技术的政治框架策略:公共利益框架策略和特殊利益框架策略,前者将技术与公众利益结合在一起,后者则谴责在任者是扼杀创新的特殊利益代表。研究还表明,科技公司的政治框架策略受到目标政客的工具利益和意识形态的影响。基于对2012年至2018年期间优步在美国人口最多的城市发表的政治声明的关键词内容分析,该研究发现,公共利益框架策略的使用与政治家的选举压力特别相关,而特殊利益框架策略的使用则与政治家的自由主义倾向有关。
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引用次数: 0
Dynamics of first-time patenting firms 首次申请专利的企业动态
IF 7.5 1区 管理学 Q1 MANAGEMENT Pub Date : 2024-07-14 DOI: 10.1016/j.respol.2024.105054
Øivind A. Nilsen , Arvid Raknerud

This paper investigates the dynamics of young firms in the period before and after their first-time patent application. The analysis is based on patent data from the Norwegian Industrial Property Office merged with data from several business registers covering a period of almost 20 years. We apply an event study design, supported by descriptive analyses, to assess the short- and long-term effects of patenting and use matching to control for confounding factors. Our results accord with the view that a young firm's innovation strategy, including how much to invest in R&D, is conceived before the intellectual property right is established. Furthermore, our results suggest that patenting exerts a lasting influence on the firm's R&D activity and impacts economic outcomes more broadly.

本文研究了年轻企业在首次申请专利前后的动态。分析以挪威工业产权局的专利数据为基础,合并了多家企业近20年的登记数据。我们采用事件研究设计,辅以描述性分析,来评估专利申请的短期和长期影响,并利用匹配来控制干扰因素。我们的研究结果符合这样一种观点,即年轻企业的创新战略,包括在研发方面投资多少,在知识产权确立之前就已经构思好了。此外,我们的结果表明,专利申请对企业的研发活动具有持久影响,并对经济成果产生更广泛的影响。
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引用次数: 0
A case for simulated data and simulation-based models in organizational network research 组织网络研究中的模拟数据和模拟模型案例
IF 7.5 1区 管理学 Q1 MANAGEMENT Pub Date : 2024-07-11 DOI: 10.1016/j.respol.2024.105058
Ivan Belik , Prasanta Bhattacharya , Eirik Sjåholm Knudsen

Social networks shape innovation dynamics both within- and across organizations. Unfortunately, obtaining relevant and high-quality data on social networks is often a challenge. We argue that simulated networks and simulation-based models can be a valuable complement, and even a viable substitute, to real-world network data in innovation research and beyond. We draw on a review of network simulation models and methods to illustrate how researchers can utilize simulations in ways that are grounded in empirical best practice. Furthermore, we explain how simulation models can be used to build new and richer networks, either from scratch or by using existing real networks as the point of departure. As an illustration, we compare four widely used empirical organizational networks with their simulated counterparts to show that simulations can indeed be used to mimic certain core properties of real-world networks. At the same time, we also emphasize that domain expertise from researchers is critical for model selection, specification, and tuning. Finally, we offer a prescriptive framework on the generation, modeling, estimation, and validation of simulation procedures, to help researchers make greater use of simulated data and simulation-based models in empirical innovation research.

社会网络影响着组织内部和组织之间的创新动态。遗憾的是,获取相关的高质量社会网络数据往往是一项挑战。我们认为,在创新研究及其他领域,模拟网络和基于模拟的模型可以成为真实世界网络数据的重要补充,甚至是可行的替代品。我们通过对网络仿真模型和方法的回顾,说明了研究人员如何以实证最佳实践为基础利用仿真模型。此外,我们还解释了如何利用模拟模型从零开始或以现有的真实网络为出发点,建立新的、更丰富的网络。作为例证,我们将四个广泛使用的经验性组织网络与模拟网络进行了比较,以说明模拟确实可以用来模拟现实世界网络的某些核心属性。同时,我们也强调,研究人员的领域专业知识对于模型的选择、规范和调整至关重要。最后,我们提供了一个关于模拟程序的生成、建模、估算和验证的规范性框架,以帮助研究人员在实证创新研究中更多地利用模拟数据和基于模拟的模型。
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引用次数: 0
Enabling or accelerating? The timing of innovation and the different roles of venture capitalists 扶持还是加速?创新的时机和风险资本家的不同角色
IF 7.5 1区 管理学 Q1 MANAGEMENT Pub Date : 2024-07-08 DOI: 10.1016/j.respol.2024.105060
Andrej Gill , David Heller , Nina A. Michel

Venture capitalists (VCs) shape innovative activities, moving beyond the role of providing financial resources. This paper investigates the role of VCs in firms’ innovative performance regarding two mutually exclusive concepts in which they enable or accelerate the patenting activities, distinguishing previously patenting and non-patenting portfolio firms, respectively. To reveal underlying mechanisms, the analyses explore differences in the timing of patenting activities and the level of VC involvement using large-scale VC and firm-level data. We find a positive and persistent enabling effect, suggesting that VCs push for rapid commercialization of inventive ideas by previously non-patenting firms. While we find no accelerating effect on average, high investor involvement and reputable VCs can accelerate the innovative activity of patenting firms by fostering new ideas. Examining firm-level differences in prior patenting experience shows that some target firms only obtain financial support, while others additionally seek active investor involvement that compensates for their need for expert knowledge. Overall, these findings disclose new and differentiated perspectives on the role of VCs in stimulating the inventive capabilities of their portfolio firms.

风险资本家(VC)对创新活动起着决定性作用,而不仅仅是提供资金。本文研究了风险投资公司在企业创新绩效中的作用,涉及两个相互排斥的概念,即风险投资公司促成或加速专利申请活动,并分别区分了先前申请专利和未申请专利的投资组合公司。为了揭示其背后的机制,分析利用大规模风险投资公司和公司层面的数据,探讨了专利申请活动的时间差和风险投资公司参与程度的差异。我们发现了一种积极而持久的扶持效应,这表明风险投资推动了以前未申请专利的企业将其发明创造迅速商业化。虽然我们没有发现平均的加速效应,但投资者的高度参与和声誉良好的风险投资公司可以通过促进新创意来加速专利企业的创新活动。对公司层面的先前专利经验差异的研究表明,一些目标公司只获得资金支持,而另一些公司则寻求积极的投资者参与,以弥补其对专家知识的需求。总之,这些研究结果揭示了风险投资公司在激发被投资公司创新能力方面所扮演角色的新的不同视角。
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引用次数: 0
How and when adversity breeds ingenuity in an emerging market: Environmental threats, co-innovation, and frugal innovation 在新兴市场中,逆境如何以及何时孕育出独创性:环境威胁、共同创新和节俭创新
IF 7.5 1区 管理学 Q1 MANAGEMENT Pub Date : 2024-07-05 DOI: 10.1016/j.respol.2024.105061
Samuel Adomako , Stephen Kehinde Medase , Stephen X. Zhang

Despite burgeoning research on frugal innovation, there is limited understanding of how environmental threats shape frugal innovation, the mechanisms underlying this relationship and its boundary conditions. To address these gaps, we propose a moderated mediation model based on the strategy tripod perspective to examine the impact of environmental threats on frugal innovation through the mediating mechanism of co-innovation capability. Moreover, we investigate how legal incompleteness can moderate this relationship. We tested our model empirically with data from 301 manufacturing firms in an emerging market of Ghana, using a time-lagged research design. The results of our analysis largely support the proposed hypotheses in the model, revealing a more nuanced understanding of the indirect impact of environmental threats on frugal product innovation to contribute to the existing body of knowledge in the field of innovation.

尽管有关节俭式创新的研究方兴未艾,但人们对环境威胁如何影响节俭式创新、这一关系的内在机制及其边界条件的了解却十分有限。为了弥补这些不足,我们提出了一个基于战略三脚架视角的调节中介模型,通过共同创新能力这一中介机制来研究环境威胁对节俭式创新的影响。此外,我们还研究了法律不完备性如何调节这种关系。我们利用加纳新兴市场 301 家制造企业的数据,采用时滞研究设计,对我们的模型进行了实证检验。我们的分析结果在很大程度上支持了模型中提出的假设,揭示了环境威胁对节俭型产品创新间接影响的更细致的理解,为创新领域的现有知识体系做出了贡献。
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引用次数: 0
Do R&D tax credits impact pharmaceutical innovation? Evidence from a synthetic control approach 研发税收抵免对医药创新有影响吗?合成控制法的证据
IF 7.5 1区 管理学 Q1 MANAGEMENT Pub Date : 2024-07-03 DOI: 10.1016/j.respol.2024.105053
Edward Oliver , Dimitrios Kourouklis , Mireia Jofre-Bonet

Research and Development (R&D) in pharmaceuticals has often been judged as suboptimal due to barriers to entry, including the required investment size and other factors that cause the market to fail. R&D tax credits are one of the push methods governments use to incentivise innovation fiscally. R&D tax credits for the life sciences industry aim to promote innovation by reducing R&D costs and increasing expected returns. The underlying argument is that these incentives ultimately benefit the population's health while generating economic activity. However, the literature has yet to capture precisely the effects on innovation caused by this policy instrument. This paper studies the impact of the Research and Development Expenditure Credit scheme introduced in the UK in 2013. We use the synthetic control method to compare innovation output in the UK, measured by the number of new clinical trials, to an ad hoc control created using a group of comparable countries. Results indicate that the scheme increased the number of new phase I clinical trials by about 46 % one year after implementation. The treatment effect was weaker two years after the initiative's enactment but still present. A smaller lagged effect on phase II trials was also observed, by which trials increased by 32 % four years after the policy implementation. The positive effect was significant in the short run for phase I and phase II trials but not significant for phase III trials. Overall, the results suggest that, under certain circumstances, R&D tax credits can be helpful in stimulating innovation in the pharmaceutical sector.

由于进入市场的障碍,包括所需的投资规模和导致市场失败的其他因素,制药业的研究与开发(R&D)经常被认为是不理想的。研发税收抵免是政府从财政上激励创新的推动方法之一。生命科学行业的研发税收抵免旨在通过降低研发成本和提高预期回报来促进创新。其基本论点是,这些激励措施最终会在创造经济活动的同时,使人们的健康受益。然而,文献尚未准确捕捉到这一政策工具对创新的影响。本文研究了英国 2013 年推出的研发支出抵免计划的影响。我们采用合成控制法,将以新临床试验数量衡量的英国创新产出与利用一组可比国家创建的临时控制进行比较。结果表明,该计划实施一年后,新的I期临床试验数量增加了约46%。该计划颁布两年后,治疗效果有所减弱,但仍然存在。对二期临床试验的滞后效应也较小,政策实施四年后,二期临床试验增加了 32%。从短期来看,对第一阶段和第二阶段试验的积极影响是显著的,但对第三阶段试验的积极影响并不显著。总之,研究结果表明,在某些情况下,研发税收抵免有助于刺激制药行业的创新。
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引用次数: 0
Innovation failure, training for innovative activities and public support for innovation: Multi-annual evidence from emerging European innovation systems 创新失败、创新活动培训和对创新的公共支持:欧洲新兴创新体系的多年度证据
IF 7.5 1区 管理学 Q1 MANAGEMENT Pub Date : 2024-07-03 DOI: 10.1016/j.respol.2024.105059
Nebojsa Stojcic

One of the key challenges for innovative companies is reducing innovation failures and the loss of scarce resources. This study investigates two under-explored aspects of innovation failure: training for innovative activities and public support for innovation. It uses data from five waves of the Community Innovation Survey (2008–2018) on more than 29,000 firms in seven emerging European innovation systems known for their weak innovation capacity, information asymmetries, and systemic failures, which increase the risk of innovation failure. We employ a matching treatment analysis method and assess the robustness of our findings with the help of multi-valued treatment, the lasso machine learning treatment technique, and entropy balancing. This study identifies the diverse effects of training for innovative activities and national and EU public support for innovation on groups of innovation incumbents and entrants. The findings show that a combination of training for innovative activities and EU innovation support helps firms reduce their chances of innovation failure. The results reaffirm the strong reliance of firms in these economies on EU funding and the limitations of national innovation policies. The findings can inform the design and implementation of innovation policies in emerging innovation systems and multi-level contexts, such as the EU.

创新型企业面临的主要挑战之一是减少创新失败和稀缺资源的损失。本研究调查了创新失败的两个未充分探索的方面:创新活动培训和对创新的公共支持。研究使用了五次社区创新调查(2008-2018 年)的数据,涉及七个新兴欧洲创新体系中的 29,000 多家企业,这些体系因创新能力薄弱、信息不对称和系统性失灵而闻名,从而增加了创新失败的风险。我们采用了匹配处理分析方法,并借助多值处理、套索机器学习处理技术和熵平衡评估了研究结果的稳健性。本研究确定了创新活动培训以及国家和欧盟对创新的公共支持对创新参与者和参与者群体的不同影响。研究结果表明,创新活动培训与欧盟创新支持相结合,有助于企业降低创新失败的几率。研究结果再次证实了这些经济体的企业对欧盟资金的强烈依赖以及国家创新政策的局限性。研究结果可为欧盟等新兴创新体系和多层次背景下创新政策的设计和实施提供参考。
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引用次数: 0
Connecting the dots between democracy and innovation: The role of pro-market institutions and information processing 连接民主与创新:亲市场机构和信息处理的作用
IF 7.5 1区 管理学 Q1 MANAGEMENT Pub Date : 2024-07-02 DOI: 10.1016/j.respol.2024.105057
Hyungseok (David) Yoon , Christopher Boudreaux , Namil Kim

Prior studies examining the democracy-innovation relationship have reported mixed results. To resolve this tension, our framework grounded in information processing and institutional theory proposes two mechanisms through which democracy influences innovation—pro-market institutions and information processing. Our analysis reveals that democracy indirectly affects innovation primarily through information processing rather than pro-market institutions. While gradually or increasingly democratizing states tend to focus on adopting pro-market systems without considering information freedom (e.g., lifting censorship), our results underscore the importance of information processing for strengthening the democracy-innovation relationship. Our study extends the literature on national innovation rates by shedding light on the information processing implications of democratic institutions.

此前关于民主与创新关系的研究报告结果不一。为了解决这一矛盾,我们以信息处理和制度理论为基础的框架提出了民主影响创新的两种机制--市场制度和信息处理。我们的分析表明,民主主要通过信息处理而非亲市场制度间接影响创新。虽然逐步民主化或日益民主化的国家往往只注重采用有利于市场的制度,而不考虑信息自由(如取消审查制度),但我们的研究结果强调了信息处理对于加强民主与创新关系的重要性。我们的研究通过揭示民主制度对信息处理的影响,扩展了有关国家创新率的文献。
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引用次数: 0
Filling gaps in local knowledge and technology assurance: Informal intermediation in the diffusion of off-grid solar technologies in rural Kenya 填补当地知识和技术保障方面的空白:肯尼亚农村离网太阳能技术推广过程中的非正规中介活动
IF 7.5 1区 管理学 Q1 MANAGEMENT Pub Date : 2024-06-28 DOI: 10.1016/j.respol.2024.105052
Elise Harrington

Intermediaries include actors playing multiple and often different roles in the innovation process, but comparatively little scholarship has characterized intermediation for technology diffusion in remote or hard-to-reach contexts. This paper uses mixed methods to characterize the relationships and associated activities required for diffusion intermediaries to support the local embedding of solar technologies in rural Kenya and argues for a focus on the informal processs that guide intermediaries in solar technology diffusion. Findings confirm the value of close social ties for technology diffusion but further show that informal relationships with on-the-ground service provider staff support the social ties that enable technology adoption. These informal configurations of social and service ties are characterized by layered partnerships that overcome gaps in knowledge while remaining flexible enough to meet evolving local needs. Further, informal ties step in to vet technology in contexts where formal pathways and institutions are weak. Informality in intermediation is often overlooked compared to more formal firms and traditional innovation processes, but for technology diffusion in Kenya, these informal relationships provide critical links for off-grid solar access.

中间人包括在创新过程中扮演多种角色的参与者,他们往往扮演着不同的角色,但相对而言,很少有学者对偏远或难以到达的环境中技术推广中间人的特点进行研究。本文采用混合方法描述了传播中介为支持太阳能技术在肯尼亚农村地区的本地化所需的关系和相关活动,并主张重点关注指导太阳能技术传播中介的非正式过程。研究结果证实了密切的社会关系对技术推广的价值,但也进一步表明,与当地服务提供商工作人员的非正式关系支持了促成技术采用的社会关系。这些社会和服务关系的非正式组合具有分层合作的特点,既克服了知识差距,又能保持足够的灵活性以满足当地不断变化的需求。此外,在正规途径和机构薄弱的情况下,非正式关系也会介入对技术的审查。与更正规的公司和传统创新流程相比,非正规中介往往被忽视,但对于肯尼亚的技术推广而言,这些非正规关系为离网太阳能接入提供了关键纽带。
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引用次数: 0
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