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Dynamics of imitation versus innovation in technological leadership change: Latecomers’ catch-up strategies in diverse technological regimes 技术领先变革中的模仿与创新动态:不同技术体制下的后来者追赶战略
IF 7.5 1区 管理学 Q1 MANAGEMENT Pub Date : 2024-07-31 DOI: 10.1016/j.respol.2024.105056
Sungyong Chang , Hyunseob Kim , Jaeyong Song , Keun Lee

We examine how latecomers should allocate resources between innovation and imitation to overtake industry leaders across different technological regimes, characterized by appropriability, cumulativeness, and cycle time of technologies (CTT). Using computational models, we find that a one-sided focus on either innovation or imitation impedes technological leadership changes. Also, findings suggest that at early stages with low-level technologies, latecomers should prioritize imitation by allocating more resources to it. However, as they advance, a greater allocation of R&D resources to innovation becomes crucial. Next, we investigate the role of various technological regime variables in the interplay between this innovation-imitation mix. First, our simulations indicate that under a regime of low appropriability and high cumulativeness, allocating more resources to imitation tends to be more effective than focusing on innovation. Second, our simulations reveal an inverted U-shaped relationship between CTT and the probability of latecomers overtaking industry leaders. There exists a certain level of CTT that maximizes the overtaking possibility because a short CTT offers latecomers opportunities from rapid obsolescence of leaders’ technologies but constrains latecomers’ learning from existing technologies. With a short CTT, it is advantageous for latecomers, particularly those starting with a low technology level, to allocate more resources to imitation.

我们研究了在不同的技术体制下,后来者应如何在创新和模仿之间分配资源,以超越行业领先者,这些技术体制的特点是技术的可挪用性、累积性和周期时间(CTT)。通过计算模型,我们发现片面强调创新或模仿都会阻碍技术领导者的变化。同时,研究结果表明,在拥有低水平技术的早期阶段,后来者应优先考虑模仿,为模仿分配更多资源。然而,随着技术的进步,将更多研发资源分配给创新变得至关重要。接下来,我们将研究各种技术制度变量在这种创新-模仿组合的相互作用中的作用。首先,我们的模拟表明,在低可挪用性和高累积性制度下,将更多资源用于模仿往往比专注于创新更有效。其次,我们的模拟揭示了 CTT 与后来者超越行业领先者的概率之间的倒 U 型关系。存在一个能使超越可能性最大化的特定 CTT 水平,因为较短的 CTT 为后来者提供了从领先者技术的快速淘汰中获益的机会,但却限制了后来者对现有技术的学习。在 CTT 较短的情况下,后来者,尤其是那些起步技术水平较低的后来者,将更多资源用于模仿是有利的。
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引用次数: 0
Can the establishment of a personal data protection system promote corporate innovation? 建立个人数据保护制度能否促进企业创新?
IF 7.5 1区 管理学 Q1 MANAGEMENT Pub Date : 2024-07-30 DOI: 10.1016/j.respol.2024.105080
Wanyi Chen , Yiying Wang , Dongjing Wu , Xingqiang Yin

This study investigated the impact of corporate innovation behavior resulting from the establishment of a personal data protection system (PDPS), with an emphasis on self-regulation. The findings revealed that implementing the PDPS significantly enhanced firms' innovation quantity by mitigating financial constraints and reducing risks However, concerning innovation quality, establishing a PDPS may hinder innovation novelty because of the limited availability of scarce data resources and information. Further analysis indicated that the above relationships became more pronounced when companies faced a heightened demand for personal data protection from the market, such as businesses facing a favorable economic institutional environment, businesses engaged in overseas operations, those operating in private data-sensitive industries, and those confronting cyber-attack threats. Additionally, firms' adoption of privacy-enhancing technologies resulted in a more significant effect of the PDPS on innovation quantity promotion and mitigated the inhibition of innovation quality. This study contributes to the existing research on privacy regulations and the determinants of corporate innovation. Unlike policy-event studies on personal data protection laws, this study focuses on the economic consequences of companies voluntarily implementing a PDPS and comprehensively characterizes its impact on corporate innovation behavior from both qualitative and quantitative aspects. Practical implications are also offered to the government, suggesting how to formulate relevant policies to promote a balance between enforcing policies and encouraging companies to autonomously enhance the PDPS, which is beneficial for fostering innovation in terms of quality and quantity.

本研究调查了建立个人数据保护制度(PDPS)对企业创新行为的影响,重点是自律。研究结果表明,实施个人数据保护制度可以缓解资金紧张和降低风险,从而显著提高企业的创新数量;但在创新质量方面,由于稀缺数据资源和信息的有限性,建立个人数据保护制度可能会阻碍创新的新颖性。进一步的分析表明,当企业面临市场对个人数据保护的更高需求时,上述关系会变得更加明显,例如面临良好经济制度环境的企业、从事海外业务的企业、经营私人数据敏感行业的企业以及面临网络攻击威胁的企业。此外,企业采用隐私增强技术后,PDPS 对创新数量的促进作用更加显著,并减轻了对创新质量的抑制。本研究为有关隐私法规和企业创新决定因素的现有研究做出了贡献。与个人数据保护法的政策事件研究不同,本研究关注企业自愿实施 PDPS 的经济后果,并从定性和定量两个方面全面描述了 PDPS 对企业创新行为的影响。本研究还为政府提供了实践启示,建议政府如何制定相关政策,促进政策执行与鼓励企业自主加强 PDPS 之间的平衡,从而在质量和数量上促进创新。
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引用次数: 0
From startup nation to open innovation nation: The evolution of open innovation activities within the Israeli entrepreneurial ecosystem 从创业之国到开放创新之国:以色列创业生态系统中开放式创新活动的演变
IF 7.5 1区 管理学 Q1 MANAGEMENT Pub Date : 2024-07-29 DOI: 10.1016/j.respol.2024.105079
Gil Avnimelech , Assaf Amit
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引用次数: 0
Responding to incentives or gaming the system? How UK business academics respond to the Academic Journal Guide 响应激励机制还是玩弄制度?英国商界学者如何应对《学术期刊指南
IF 7.5 1区 管理学 Q1 MANAGEMENT Pub Date : 2024-07-26 DOI: 10.1016/j.respol.2024.105082
Robert Hudson

Journal lists for the assessment of academic performance are widely used worldwide and inform many important decisions, such as, academic workload, salary, hiring, promotion, and tenure. The use of such lists, however, has long been a very controversial area in academia. Surprisingly, to date, there has been little empirical research investigating directly how journal lists have influenced publishing patterns by academics. This paper examines how the Academic Journal Guide (AJG) produced by the Chartered association of Business Schools has influenced the publishing patterns of UK academics by observing the authorship of over 400,000 papers published between 1 January 2011 and 30 June 2021. In terms of the AJG ratings, UK researchers have improved the quality of their research outputs over the period. There is strong evidence, however, that researchers in subject areas primarily associated with business schools are targeting the ratings rather than other measures of research quality. In these areas, journals that have been promoted/demoted in the AJG list have a higher/lower proportion of papers by UK researchers than similar journals that have not changed status. In addition, journals that have been promoted unjustifiably by reference to other metrics attract particularly high proportions of papers by UK researchers whereas those that have been demoted justifiably attract particularly low proportions of papers by UK researchers. Overall, whilst researchers are responding to publishing incentives, one of their strategies for doing so seems to be to game the AJG list. I discuss the implications of my findings and ways in which the negative aspects could be reduced.

用于评估学术表现的期刊名单在全世界被广泛使用,并为许多重要决策提供依据,如学术工作量、薪酬、聘用、晋升和终身职位等。然而,长期以来,学术界一直对期刊清单的使用存在很大争议。令人惊讶的是,迄今为止,几乎没有实证研究直接调查期刊名录如何影响了学术界的出版模式。本文通过观察 2011 年 1 月 1 日至 2021 年 6 月 30 日期间发表的 40 多万篇论文的作者身份,研究了英国特许商学院协会(Chartered Association of Business Schools)编制的《学术期刊指南》(AJG)如何影响了英国学者的出版模式。从 AJG 评级来看,英国研究人员在此期间的研究成果质量有所提高。不过,有确凿证据表明,主要与商学院相关的学科领域的研究人员瞄准的是评级,而不是衡量研究质量的其他指标。在这些领域,在 AJG 列表中晋升/降级的期刊,英国研究人员的论文比例要高于/低于地位未变的同类期刊。此外,根据其他指标不合理晋升的期刊吸引的英国研究人员论文比例特别高,而被合理降级的期刊吸引的英国研究人员论文比例特别低。总体而言,虽然研究人员对出版激励机制做出了回应,但他们的策略之一似乎是与 AJG 名单博弈。我将讨论我的发现的意义以及减少负面影响的方法。
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引用次数: 0
When does international knowledge connectivity of global cities attract R&D investments? The role of concentrated ownership through organizational pipelines 全球城市的国际知识连通性何时吸引研发投资?通过组织管道集中所有权的作用
IF 7.5 1区 管理学 Q1 MANAGEMENT Pub Date : 2024-07-26 DOI: 10.1016/j.respol.2024.105083
René Belderbos , Geon Ho Lee , Ram Mudambi , Helen S. Du , Dieter Somers

We argue that the degree of concentrated ownership of international knowledge connections of a city in the hands of a small number of MNEs reduces the potential for knowledge spillovers and has a negative influence on the attractiveness of a city for new R&D investments. Ownership concentration in international knowledge connections reduces the positive influence of two complementary characteristics of international knowledge connectivity: the international connectedness (“depth”) and the geographical diversity (“breadth”) of the cities' international knowledge networks. Our analysis of the location decisions for 3235 new cross-border R&D investments made by 1599 firms distributed across 71 global cities (2003–2016) provides support for these hypotheses.

我们认为,一个城市的国际知识网络所有权集中在少数跨国企业手中的程度会降低知识外溢的潜力,并对一个城市吸引新的研发投资产生负面影响。国际知识联系的所有权集中降低了国际知识联系的两个互补特征的积极影响:城市国际知识网络的国际联系("深度")和地理多样性("广度")。我们对分布在全球 71 个城市(2003-2016 年)的 1599 家企业的 3235 项新跨境研发投资的选址决策进行了分析,结果为上述假设提供了支持。
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引用次数: 0
PhD studies hurt mental health, but less than previously feared 博士研究会损害心理健康,但程度低于之前的担忧
IF 7.5 1区 管理学 Q1 MANAGEMENT Pub Date : 2024-07-23 DOI: 10.1016/j.respol.2024.105078
Matti Keloharju , Samuli Knüpfer , Dagmar Müller , Joacim Tåg

We study the mental health of PhD students in Sweden using comprehensive administrative data on prescriptions, specialist care visits, hospitalizations, and causes of death. We find that about 7 % (5 %) of PhD students receive medication or diagnosis for depression (anxiety) in a given year. These prevalence rates are less than one-third of the earlier reported survey-based estimates, and even after adjusting for difference in methodology, 43 % (72 %) of the rates in the literature. Nevertheless, PhD students still fare worse than their peers not pursuing graduate studies. Our difference-in-differences research design attributes all of this health disadvantage to the time in the PhD program. This deterioration suggests doctoral studies causally affect mental health.

我们利用有关处方、专科就诊、住院和死亡原因的综合行政数据,研究了瑞典博士生的心理健康状况。我们发现,在某一年中,约有 7% (5%)的博士生因抑郁(焦虑)而接受药物治疗或诊断。这些患病率不到早先报道的基于调查的估计值的三分之一,即使在调整了方法差异后,也只有文献中患病率的 43% (72%)。尽管如此,博士生的情况仍然比没有攻读研究生的同龄人更糟。我们的差异研究设计将这种健康劣势全部归因于博士生在读期间。这种恶化表明,博士生的学习对心理健康产生了因果关系。
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引用次数: 0
Clean sweep: Electricity liberalization and the direction of technological change in the electricity sector 一扫而光:电力自由化与电力行业技术变革的方向
IF 7.5 1区 管理学 Q1 MANAGEMENT Pub Date : 2024-07-23 DOI: 10.1016/j.respol.2024.105055
Matteo Romagnoli

This paper examines the impact of liberalization on the direction of technological change in the electricity sector. To this end, I use data on electricity-related patents filed between 1990 and 2018 in combination with a set of patent-level quality indicators and an instrumental variable approach. The results show that electricity liberalization leads to less dirty innovations and more clean energy patents. The increase in clean energy patenting is driven by innovations in electricity storage, renewable energy and combustion technologies with mitigation potential. New entrants play a key role in the increase in clean energy patents, while incumbents are responsible for the decline in dirty innovations. The reform also affects the knowledge inputs used in the development of clean energy technologies and encourages the use of knowledge spillovers from other technological fields.

本文研究了自由化对电力行业技术变革方向的影响。为此,我使用了 1990 年至 2018 年间申请的电力相关专利数据,并结合一套专利层面的质量指标和工具变量方法。结果表明,电力自由化导致较少的肮脏创新和更多的清洁能源专利。电力存储、可再生能源和具有减排潜力的燃烧技术的创新推动了清洁能源专利的增加。新进入者在清洁能源专利的增加中发挥了关键作用,而在位者则对肮脏创新的减少负有责任。改革还影响了开发清洁能源技术所使用的知识投入,并鼓励利用其他技术领域的知识溢出效应。
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引用次数: 0
Research-targeting, spillovers, and the direction of science: Evidence from HIV research-funding 研究目标、溢出效应和科学发展方向:艾滋病研究资助的证据
IF 7.5 1区 管理学 Q1 MANAGEMENT Pub Date : 2024-07-22 DOI: 10.1016/j.respol.2024.105076
Ohid Yaqub, Josie Coburn, Duncan A.Q. Moore

HIV/AIDS has been a major focus for research funders. The US National Institutes of Health (NIH) alone has spent over $70bn on HIV/AIDS. Such investments ushered in antiviral drugs, helping to reverse a rapidly growing HIV/AIDS pandemic. However, the idea that research can deliver unexpected benefits beyond its targeted field, in fact, predates HIV/AIDS to at least Vannevar Bush's influential 1945 report. Cross-disease spillovers – research investments that yield benefits beyond the target disease – remains unexplored, even though it could inform both priority-setting and calculations of returns on research investments. To this end, we took a sample of NIH's HIV grants and examined their publications. We analyzed 118,493 publications and found that 62 % of these were spillovers. We used Medical Subject Headings (MeSH) terms assigned to publications to explore the content of these spillovers, as well as to corroborate non-spillovers. We located spillovers on a network of MeSH co-occurrence, drawn from the broader universe of biomedical publications, for comparison. We found that HIV spillovers were unevenly distributed across disease-space, and often in close proximity to HIV (60 % local; 40 % remote). We further reviewed 1000 grant–publication pairs from a local sample and 1000 pairs from a remote sample. For local spillovers, a quarter seemed to be unexpected, on the basis of their grant description; for remote spillovers, that proportion increased to one third. We also found that the NIH funding institutes whose remits were most closely related to HIV/AIDS were less likely to produce spillovers than others. We discuss implications for theory and policy.

艾滋病毒/艾滋病一直是研究资助者关注的重点。仅美国国立卫生研究院(NIH)在艾滋病毒/艾滋病方面就投入了 700 多亿美元。这些投资带来了抗病毒药物,帮助扭转了艾滋病毒/艾滋病迅速蔓延的趋势。然而,研究可以在其目标领域之外带来意想不到的益处,这一观点其实早在艾滋病毒/艾滋病之前就有了,至少可以追溯到范内瓦-布什(Vannevar Bush)于 1945 年发表的极具影响力的报告。跨疾病溢出效应--即研究投资在目标疾病之外产生的效益--仍未得到探讨,尽管它可以为确定优先事项和计算研究投资回报提供信息。为此,我们对美国国立卫生研究院(NIH)的艾滋病研究基金进行了抽样调查,并对其出版物进行了研究。我们分析了 118,493 篇论文,发现其中 62% 是外溢性论文。我们使用分配给出版物的医学主题词表 (MeSH) 来探索这些溢出效应的内容,并证实非溢出效应。我们从更广泛的生物医学出版物中提取了 MeSH 共现网络中的外溢词,以进行比较。我们发现,HIV 的外溢效应在疾病空间中分布不均,而且通常与 HIV 非常接近(60% 在本地;40% 在远程)。我们进一步审查了本地样本中的 1000 对赠款-出版物对和远程样本中的 1000 对赠款-出版物对。就本地溢出效应而言,根据赠款说明,四分之一的溢出效应似乎是意料之外的;就远程溢出效应而言,这一比例上升到三分之一。我们还发现,与艾滋病毒/艾滋病关系最密切的美国国立卫生研究院资助机构产生外溢效应的可能性低于其他机构。我们讨论了对理论和政策的影响。
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引用次数: 0
Unexpectedness in medical research 医学研究中的意外
IF 7.5 1区 管理学 Q1 MANAGEMENT Pub Date : 2024-07-22 DOI: 10.1016/j.respol.2024.105075
Yasemin Aslan , Ohid Yaqub , Bhaven N. Sampat , Daniele Rotolo

Whether research funding is targetable is one of the central unresolved questions of science policy. A particular question is how often research aimed at understanding one disease or problem spills over to others. This has been a perennial topic of debate at the world's largest single funding body of biomedical research, the U.S. National Institutes of Health (NIH). Critics of the agency's priority-setting process have repeatedly called for better alignment between funding and disease burden, and patient advocates for specific diseases for more funding for their causes. In response, opponents of planning have argued that research in one area frequently leads to advances in others. In this study, we provide new evidence to inform these debates by examining the extent to which research funding (grants) in one scientific or disease area leads to research findings (publications) in another. We used the NIH's Research, Condition, and Disease Categorization (RCDC) to identify categories for NIH grants awarded between 2008 and 2016. We applied machine-learning to map text to these categories and use this model to categorize publications resulting from these grants. We categorized over 1.2 million publications, resulting from over 90,000 grants. We found that 70 % of the publications have at least one RCDC category not in its grant, which we termed ‘unexpected’ categories. On average, 40 % of categories assigned to a publication were unexpected. After adjusting for similarity across some of the RCDC categories by empirically clustering the categories, we found 58 % of the publications had at least one unexpected category and, on average, 33 % of publication categories were unexpected. Our results suggest that disease-orientation and clinical research were less likely to be associated with spillovers. Grants resulting from targeted requests for applications were more likely to result in publications with unexpected categories, though the magnitude of the differences was relatively small.

研究经费是否具有针对性是科学政策中尚未解决的核心问题之一。一个特别的问题是,旨在了解一种疾病或问题的研究多大程度上会波及其他疾病或问题。这一直是世界上最大的生物医学研究单一资助机构--美国国立卫生研究院(NIH)--长期争论的话题。对该机构确定优先事项程序的批评者一再呼吁更好地协调资金与疾病负担之间的关系,而特定疾病的患者倡导者则要求为他们的事业提供更多资金。作为回应,规划的反对者认为,一个领域的研究往往会带来其他领域的进步。在本研究中,我们通过考察一个科学或疾病领域的研究经费(拨款)在多大程度上导致了另一个领域的研究成果(出版物),为这些争论提供了新的证据。我们利用美国国立卫生研究院(NIH)的研究、条件和疾病分类(RCDC),确定了 2008 年至 2016 年美国国立卫生研究院(NIH)拨款的类别。我们应用机器学习技术将文本映射到这些类别,并使用该模型对这些拨款产生的出版物进行分类。我们对 920 多万份出版物进行了分类,这些出版物来自 90,000 多项基金。我们发现,70% 的出版物至少有一个 RCDC 类别不在其资助范围内,我们称之为 "意外 "类别。平均而言,40% 的出版物类别出乎意料。通过对 RCDC 的一些类别进行经验聚类来调整相似性后,我们发现 58% 的出版物至少有一个意外类别,平均 33% 的出版物类别是意外的。我们的结果表明,疾病导向和临床研究不太可能与外溢效应相关联。通过有针对性的申请获得的补助金更有可能导致出版物出现意外类别,尽管差异的程度相对较小。
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引用次数: 0
Path release among practices in the process of path constitution: How the MP3-path appeared in the field of recorded music 路径构成过程中的实践之间的路径释放:MP3 路径如何出现在录音音乐领域
IF 7.5 1区 管理学 Q1 MANAGEMENT Pub Date : 2024-07-20 DOI: 10.1016/j.respol.2024.105073
Harry Sminia , Stephan Bohn , Jörg Sydow

Adopting a practice-based approach informed by structuration theory, we report on the establishment of the MP3-path from 1997 to 2004 as a process of path constitution that introduced a new path-dependent patterning among the practices in the field of recorded music. This case helps us elaborate a practice-based and more integrated theory of path constitution that incorporates both the production of path dependence and the release from the limitations that path dependence imposes on choice. The empirical investigation rests on a mixed-methods approach combining topic modeling with longitudinal historical research. By distinguishing between practices and entrepreneurial initiatives, we explain how a critical path-release juncture emancipated practices from existing path dependence (the CD-path), which was followed by a path-creation juncture that triggered the production of a new MP3-path. We synthesize the concepts and findings to develop an integrated model of path constitution and thereby contribute to the literature on path dependence.

我们以结构化理论为指导,采用基于实践的方法,报告了从 1997 年到 2004 年 MP3 路径的建立过程,这是一个路径构成的过程,在录制音乐领域的实践中引入了新的路径依赖模式。这一案例有助于我们阐述一种基于实践的、更加综合的路径构成理论,其中既包括路径依赖的产生,也包括摆脱路径依赖对选择的限制。实证调查采用混合方法,将主题建模与纵向历史研究相结合。通过区分实践和创业举措,我们解释了一个关键的路径释放关口是如何将实践从现有的路径依赖(CD 路径)中解放出来的,随后又出现了一个路径创造关口,引发了新的 MP3 路径的产生。我们综合了这些概念和研究结果,建立了一个综合的路径构成模型,从而为有关路径依赖的文献做出了贡献。
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引用次数: 0
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Research Policy
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