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Under the weight of heavy tails: A power law perspective on the emergence of outliers in entrepreneurship 在沉重尾部的重压下:从幂律角度看创业中异常值的出现
Q1 Business, Management and Accounting Pub Date : 2024-01-16 DOI: 10.1016/j.jbvi.2023.e00447
G. Christopher Crawford , Harry Joo , Herman Aguinis

A fundamental discovery in entrepreneurship is that firm outcomes do not follow a symmetrical Gaussian curve. Instead, most are heavily right-skewed distributions in which a few extreme outliers (e.g., rock star firms like Airbnb, Tesla, and Uber) account for a disproportionate amount of the output. Although past research usually described outcome distributions as shaped following the power law, our study asks the following question: What other less extreme distributions of generalizable firm outcomes exist in entrepreneurship? Our investigation leverages four representative datasets from the U.S., Europe, and Australia, comprising 32 samples with about 22,000 ventures. We implemented a precise data-analytic approach that compares each sample (i.e., empirical distribution) against multiple theoretical distribution shapes to identify the best fit. Results showed that, across nearly all samples, the pure power law was not the dominant distribution. Instead, the annual revenue distribution is shaped as a power law with an exponential cutoff, and the number of employees distribution is shaped lognormally. Combined, these suggest the existence of top-down limitations on the highest performing firms. Accordingly, we offer an agenda for future research focused on (a) identifying and releasing systemic constraints, (b) examining and falsifying the underlying generative mechanisms that cause the emergence of heavy-tailed distributions and the outliers therein, and (c) conducting multi-level, mixed-method studies to investigate how micro-level interactions aggregate into macro-level heavy-tailed distributions. Our paper makes significant contributions to the power law perspective and future efforts to explain and predict the emergence of rock star firms in entrepreneurship.

创业学的一个基本发现是,企业成果并不遵循对称的高斯曲线。相反,大多数企业的结果呈严重右偏分布,其中少数极端异常值(如 Airbnb、特斯拉和优步等摇滚明星企业)在产出中所占比例过大。尽管过去的研究通常将结果分布描述为幂律形状,但我们的研究提出了以下问题:在创业过程中,还存在哪些不那么极端的可推广企业成果分布?我们的研究利用了来自美国、欧洲和澳大利亚的四个代表性数据集,共 32 个样本,约 22,000 个企业。我们采用了一种精确的数据分析方法,将每个样本(即经验分布)与多种理论分布形状进行比较,以确定最合适的分布形状。结果表明,在几乎所有样本中,纯幂律分布并不占主导地位。相反,年收入分布呈指数截止的幂律分布,员工人数分布呈对数正态分布。综合来看,这些都表明业绩最好的公司存在自上而下的限制。因此,我们为未来的研究提出了一个议程,重点是:(a)识别和释放系统性限制;(b)研究和证伪导致重尾分布及其中异常值出现的潜在生成机制;以及(c)开展多层次、混合方法研究,以调查微观层面的相互作用是如何聚合成宏观层面的重尾分布的。我们的论文为幂律视角以及未来解释和预测创业中摇滚明星企业的出现做出了重要贡献。
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引用次数: 0
Entrepreneurship and subjective wellbeing in China: Exploring linkages and potential channels 中国的创业精神与主观幸福感:探索联系和潜在渠道
Q1 Business, Management and Accounting Pub Date : 2024-01-12 DOI: 10.1016/j.jbvi.2024.e00449
Isaac Koomson , Quanda Zhang , Kushneel Prakash

We analyse the effect of entrepreneurship on subjective wellbeing in China. To do so, we use four waves of the nationally representative China Family Panel Studies (CFPS) longitudinal survey data. Employing a suite of quasi-experimental analytical procedures, we find that being an entrepreneur increases subjective wellbeing in China. Our estimates suggest that being an entrepreneur results in a 0.46 standard deviation higher subjective wellbeing than not being an entrepreneur. This finding is robust to different quasi-experimental methods. We also find that entrepreneurship enhances subjective wellbeing more among males and rural residents. Results on mediation analysis suggests that social and economic status are important channels through which entrepreneurship influences subjective wellbeing.

我们分析了创业对中国人主观幸福感的影响。为此,我们使用了四次具有全国代表性的中国家庭面板研究(CFPS)纵向调查数据。通过一套准实验分析程序,我们发现,在中国,创业会增加主观幸福感。我们的估计结果表明,创业者的主观幸福感比非创业者高 0.46 个标准差。这一结论在不同的准实验方法下都是稳健的。我们还发现,创业对男性和农村居民主观幸福感的提升更大。中介分析结果表明,社会和经济地位是创业影响主观幸福感的重要渠道。
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引用次数: 0
Governing decentralized autonomous organizations as digital commons 管理作为数字公域的分散自治组织
Q1 Business, Management and Accounting Pub Date : 2024-01-11 DOI: 10.1016/j.jbvi.2024.e00450
Sen Li , Yan Chen

Effective governance plays a pivotal role in aligning the interests of diverse stakeholders and shaping the strategic directions of organizations. However, the dominant model of corporate governance often concentrates power among a limited group of directors, leading to concerns about potential power imbalances that may distort fair representation and compromise decision-making integrity. Decentralized autonomous organizations (DAOs) present an alternative model that distributes power among a broader base of stakeholders, fostering a more democratic approach to collective decision making and governance. However, the openness and fluidity inherent in DAOs can expose them to coordination challenges, governance complexities, and potential exploitation by malicious entities. In response to possible governance challenges, we consider DAOs as digital commons and adapt Ostrom's eight principles for governing the commons to propose a new governance framework for DAOs. This governance framework is designed to foster the collective stewardship of shared digital assets and the equitable distribution of decision-making authority in the Web3 era. As DAOs emerge as a novel organizational structure, our governance framework aims to maintain their resilience, inclusiveness, and decentralization, reinforcing their crucial role in the evolving Web3 landscape.

有效的治理在协调不同利益相关者的利益和塑造组织的战略方向方面发挥着举足轻重的作用。然而,公司治理的主流模式往往将权力集中在有限的董事群体中,导致人们担心潜在的权力失衡可能会扭曲公平代表性,损害决策的完整性。分权自治组织(DAOs)提出了另一种模式,在更广泛的利益相关者之间分配权力,以更民主的方式进行集体决策和治理。然而,DAO 固有的开放性和流动性可能使其面临协调挑战、治理复杂性以及被恶意实体利用的可能性。为了应对可能出现的治理挑战,我们将 DAOs 视为数字公域,并根据奥斯特罗姆(Ostrom)治理公域的八项原则,为 DAOs 提出了一个新的治理框架。该治理框架旨在促进共享数字资产的集体管理和 Web3 时代决策权的公平分配。随着 DAO 作为一种新的组织结构出现,我们的治理框架旨在保持 DAO 的弹性、包容性和去中心化,加强 DAO 在不断发展的 Web3 环境中的关键作用。
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引用次数: 0
Can business clinics induce minority entrepreneurship? Treatment effect estimates from Atlanta and New Orleans 企业诊所能否引导少数族裔创业?亚特兰大和新奥尔良的治疗效果估计值
Q1 Business, Management and Accounting Pub Date : 2023-12-29 DOI: 10.1016/j.jbvi.2023.e00448
Price Gregory N , Tiffany Bussey
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引用次数: 0
A tale of two impacts: Entrepreneurial action and the gender-related effects of economic policy uncertainty 两种影响的故事:创业行动和经济政策不确定性对性别的影响
Q1 Business, Management and Accounting Pub Date : 2023-12-28 DOI: 10.1016/j.jbvi.2023.e00446
Parul Manocha , Richard A. Hunt , Maximilian Stallkamp , David M. Townsend

The underlying intents and long-lasting impacts of economic policies are not only significant drivers of the quantity and productiveness of entrepreneurial action but also its diversity, equitability, and breadth. Calibrating policies to achieve these varied aims is a persistent challenge, due in no small part to the complex role uncertainty plays in entrepreneurship. While extant research has shown that both too much and too little uncertainty stifles entrepreneurial action, other studies have revealed that policy remedies and interventions themselves are often an important cause of uncertainty by reshaping and redefining the ‘rules of the game’ in unexpected ways. As such, the general importance of economic policy uncertainty (EPU) is well established, yet little work has been undertaken to identify and explicate its heterogenous impacts on entrepreneurial action. This gap constitutes a material hindrance to the field's ongoing efforts to better align entrepreneurship research with grand social challenges. One of these challenges relates to the long-standing impediments to gender-based fairness and equity. By investigating the differential impacts of EPU on entrepreneurial action among men and women, our findings bring to light the extent to which EPU heterogeneously shapes the experiences and outcomes of female and male entrepreneurs.

经济政策的基本意图和长期影响不仅是创业行动数量和生产率的重要驱动力,也是其多样性、公平性和广泛性的重要驱动力。调整政策以实现这些不同的目标是一项长期的挑战,这在很大程度上是由于不确定性在创业中扮演着复杂的角色。现有研究表明,过多或过少的不确定性都会扼杀创业行动,而其他研究则揭示,政策补救和干预措施本身往往以意想不到的方式重塑和重新定义 "游戏规则",从而成为造成不确定性的重要原因。因此,经济政策不确定性(EPU)的普遍重要性已得到公认,但在识别和阐释其对创业行动的各种影响方面却鲜有研究。这一空白严重阻碍了该领域为使创业研究更好地应对重大社会挑战所做的不懈努力。这些挑战之一与长期以来阻碍性别公平与平等的因素有关。通过研究 EPU 对男性和女性创业行动的不同影响,我们的研究结果揭示了 EPU 在多大程度上异质性地影响了女性和男性创业者的经验和结果。
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引用次数: 0
Beyond the paradigm of literacy – Developing a research agenda in entrepreneurship 超越扫盲范式--制定创业研究议程
Q1 Business, Management and Accounting Pub Date : 2023-12-14 DOI: 10.1016/j.jbvi.2023.e00442
Pia Arenius , Anna-Katharina Lenz

Illiteracy, the lack of ability to read and write, affects how people engage with entrepreneurship and the possible outcomes of entrepreneurial actions. Yet entrepreneurship as a discipline has paid little direct attention to illiterate entrepreneurs. We offer a glimpse of what recognition of illiteracy in entrepreneurship research might enable, and how it can challenge researchers to reach beyond our existing knowledge horizons to develop a future of impactful, integrative, and inclusive entrepreneurship scholarship.

文盲,即缺乏读写能力,会影响人们参与创业的方式以及创业行动可能产生的结果。然而,作为一门学科,创业学很少直接关注文盲创业者。我们将从创业研究中对文盲问题的认识中窥见一斑,以及它将如何挑战研究人员,使他们超越现有的知识视野,发展具有影响力、综合性和包容性的创业学术研究。
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引用次数: 0
Entrepreneurial ecosystems as multiteam systems: Navigating independence and interdependence in the leadership of startup communities 作为多团队系统的创业生态系统:在领导初创企业社区的过程中驾驭独立性和相互依存性
Q1 Business, Management and Accounting Pub Date : 2023-12-14 DOI: 10.1016/j.jbvi.2023.e00445
Philip T. Roundy, W. Randy Evans

Entrepreneurial ecosystem (EE) leadership is the orchestration of multiple groups to influence the effectiveness of an EE. Although singular leaders can influence ecosystems, EE leadership rarely works alone. EE leaders often function in interconnected groups from different organizations and are in the unique position of simultaneously leading their organizations (leadership within EEs) while providing leadership to the ecosystem itself (leadership of EEs). However, it is not clear how EE leadership groups work independently on their respective goals and interdependently on the superordinate goal of coordinating effective EEs. To address the lack of theory to explain this inherent characteristic of ecosystems, we adapt insights from group dynamics to develop a multi-level model of EEs as multiteam systems. We explain how EE teams devote attention to organizational and ecosystem leadership, identify four EE archetypes produced by different attentional configurations, and discuss how our main insight—effective EEs are multiteam systems—can change how scholars and practitioners view EEs.

创业生态系统(EE)领导力是指协调多个团体来影响 EE 的有效性。虽然单个领导者可以影响生态系统,但 EE 领导者很少单独发挥作用。EE 领导者通常在来自不同组织的相互关联的团体中发挥作用,他们处于一个独特的位置,既要领导其组织(EE 内部的领导),又要领导生态系统本身(EE 的领导)。然而,EE 领导小组如何在实现各自目标的过程中独立工作,又在协调有效 EE 的上级目标中相互依存,目前尚不清楚。为了解决缺乏理论来解释生态系统这一固有特征的问题,我们借鉴了群体动力学的观点,建立了一个作为多团队系统的多层次环境教育模型。我们解释了环境教育团队如何关注组织和生态系统领导力,识别了由不同关注配置产生的四种环境教育原型,并讨论了我们的主要见解--有效的环境教育是多团队系统--如何改变学者和实践者对环境教育的看法。
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引用次数: 0
Beyond the IPO horizon: Understanding the determinants and consequences of IPO withdrawal 超越 IPO 的视野:了解 IPO 退出的决定因素和后果
Q1 Business, Management and Accounting Pub Date : 2023-12-09 DOI: 10.1016/j.jbvi.2023.e00439
Jarrod Humphrey

Withdrawn IPOs remain an empirically underexplored topic. Between 1997 and 2021, approximately 1 in 6 IPOs attempted on the NASDAQ and NYSE were withdrawn, collectively amounting to hundreds of billions of dollars in unrealized growth capital. For entrepreneurial ventures, the strategic consequences of the withdrawal decision are severe. My findings indicate that withdrawn IPOs face a considerable delay in subsequent attempts to enter public markets, alongside a substantial reduction in total offer proceeds. Crucially, the JOBS Act in 2012 marks a pivotal inflection in the public markets, significantly reducing the incidence of IPO withdrawals and altering the course of financing strategies for emerging growth companies. I argue that an integrated recognition of both withdrawal activity and the regulatory dynamics of the JOBS Act is crucial for a complete understanding of the evolving IPO landscape. Moreover, I examine firm and CEO attributes that correlate with the withdrawal decision and discuss how withdrawal activity presents a fertile ground for future research.

撤回首次公开募股(IPO)仍然是一个缺乏经验探索的话题。1997 年至 2021 年间,在纳斯达克和纽约证交所尝试的首次公开募股中,约有六分之一被撤回,总计造成数千亿美元的未实现增长资本。对于创业企业来说,撤回决定会带来严重的战略后果。我的研究结果表明,被撤回的首次公开募股(IPO)企业在随后进入公开市场的尝试中会面临相当大的延迟,同时募股总收益也会大幅减少。至关重要的是,2012 年的《首次公开募股法案》(JOBS Act)标志着公开市场的一个关键性拐点,它大大降低了首次公开募股退出的发生率,并改变了新兴成长型公司的融资战略。我认为,要全面了解不断变化的首次公开募股(IPO)格局,就必须综合认识撤回活动和《JOBS 法案》的监管动态。此外,我还研究了与撤回决定相关的公司和首席执行官属性,并讨论了撤回活动如何为未来研究提供了肥沃的土壤。
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引用次数: 0
Pouring the Paycheck Protection Program into craft beer: PPP employment effects in service-intensive industries 将 "工资保障计划 "注入精酿啤酒:服务密集型行业的购买力平价就业效应
Q1 Business, Management and Accounting Pub Date : 2023-12-08 DOI: 10.1016/j.jbvi.2023.e00444
Aaron J. Staples , Kristopher Deming , Trey Malone , Craig W. Carpenter , Stephan Weiler

Small businesses in the food and beverage service industry are particularly vulnerable to crises such as the COVID-19 pandemic. One of the most salient vulnerabilities was the drastic decline in consumer spending at eating and drinking places, generating unprecedented swings in employment in this service-intensive sector. Governments across the globe implemented rapid response fiscal policies to mitigate these economic damages and improve small business crisis management. One such policy was the Paycheck Protection Program (PPP) in the United States. This study links restricted microdata from the Colorado Quarterly Census of Employment and Wages to microdata on PPP loan recipients to assess whether the loan program effectively reduced unemployment rates in Colorado's craft beer industry. The results of a staggered difference-in-differences framework indicate immediate and longer-term positive and statistically significant effects of the loan program on employment outcomes, with employment effects ranging from 16.8 to 19.5%. These results emphasize the importance of understanding the loan program’s effectiveness among hard-hit industries comprised of small businesses.

餐饮服务业的小企业特别容易受到 COVID-19 大流行病等危机的影响。最突出的脆弱性之一是消费者在餐饮场所的消费急剧下降,导致这一服务密集型行业的就业出现前所未有的波动。全球各国政府实施了快速反应财政政策,以减轻这些经济损失并改善小企业危机管理。其中一项政策就是美国的 "工资保护计划"(PPP)。本研究将科罗拉多州《就业与工资季度普查》的限制性微观数据与 PPP 贷款接受者的微观数据联系起来,以评估该贷款计划是否有效降低了科罗拉多州精酿啤酒行业的失业率。交错差分框架的研究结果表明,贷款计划对就业结果产生了直接和长期的积极影响,且在统计上具有显著性,就业效应从 16.8% 到 19.5%不等。这些结果强调了了解贷款计划在由小型企业组成的重灾行业中的有效性的重要性。
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引用次数: 0
Outlier entrepreneurs: Nonlinear paths and novel ventures 离群企业家:非线性路径和新奇冒险
Q1 Business, Management and Accounting Pub Date : 2023-12-03 DOI: 10.1016/j.jbvi.2023.e00437
G. Christopher Crawford , Christian Linder , Christian Lechner , Elisa Villani

Outliers in entrepreneurship are founders who are markedly different—both quantitatively and qualitatively—relative to the “normal” population. We use a power law perspective to hypothesize that, in order for new ventures to persist, founders with outlier endowments are more likely to have novel expectations about the opportunities they pursue and greater variation in the execution methods they employ, while normal founders are more likely to have much lower expectations and engage in a manner that is confined to fit within the smaller scope of explicit market demand. We leverage data from the Panel Study of Entrepreneurial Dynamics II, a longitudinal representative sample of 1214 nascent entrepreneurs organizing resources in preparation for startup, and employ fuzzy set qualitative comparative analysis to investigate our hypothesized relationships. In support, the results suggest that founders need to stay in their lane for their ventures to persist: whereas outlier founders have the option to successfully pursue more ambitious opportunities—those that are innovative, growth-oriented, and international focused—normal founders are primarily resigned to niche opportunities. Even more interesting, ventures are much less likely to persist when there is a misalignment between endowments, expectations, and engagement (i.e., when outlier founders pursue niche opportunities and normal founders pursue aspirational opportunities). This study makes meaningful contributions to the power law perspective, to the growing interest in outliers and exceptionality in entrepreneurship, and to the domain’s aggregated knowledge of new venture persistence.

创业中的异类是那些在数量和质量上都与“正常”人群明显不同的创始人。我们使用幂律的观点来假设,为了让新的企业持续下去,拥有异常禀赋的创始人更有可能对他们追求的机会有新的期望,并在他们采用的执行方法上有更大的变化,而正常的创始人更有可能有更低的期望,并以一种被限制在更小的明确市场需求范围内的方式参与。我们利用创业动态面板研究II (Panel Study of Entrepreneurial Dynamics II)的数据,这是一个纵向代表性样本,包括1214名初生企业家组织资源为创业做准备,并采用模糊集定性比较分析来调查我们假设的关系。为了支持这一观点,研究结果表明,创业者需要坚持自己的路线,这样他们的企业才能持续下去:而异常的创业者可以选择成功地追求更雄心勃勃的机会——那些创新的、以增长为导向的、关注国际的机会——而正常的创业者主要是听任于利基机会。更有趣的是,当捐赠、期望和参与之间存在不一致时(即,当异常创始人追求利基机会而正常创始人追求抱负机会时),企业坚持下去的可能性要小得多。本研究对幂律视角、对创业中的异常值和例外性日益增长的兴趣以及该领域关于新创业持久性的汇总知识做出了有意义的贡献。
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引用次数: 0
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Journal of Business Venturing Insights
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