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Creative evolution in economics 经济学中的创造性演变
IF 1.8 4区 经济学 Q3 ECONOMICS Pub Date : 2024-04-29 DOI: 10.1007/s00191-024-00855-9
Abigail Devereaux, Roger Koppl, Stuart Kauffman

We develop a representation of creative evolution in economics based on the theory of the adjacent possible. We start by introducing an epistemological framework for economic theorizing that copes with unknowability and the unlistability of possibility spaces. From this framework, we discuss the use of knowledge in creatively evolving systems and derive four main results: that local knowledge is itself a mechanism of movement through the adjacent possible; that all action is entrepreneurial action; that causality is ambiguous; and that individuals can agree to disagree. We then apply these results to decision-making, innovation, and the emergence of institutions and commons in creatively evolving systems.

我们以相邻可能性理论为基础,对经济学中的创造性演化进行了表述。我们首先为经济理论化引入了一个认识论框架,以应对可能性空间的不可知性和不可列表性。从这一框架出发,我们讨论了知识在创造性演化系统中的应用,并得出了四个主要结果:本地知识本身就是一种穿越邻近可能的运动机制;所有行动都是创业行动;因果关系是模糊的;以及个人可以同意不同意。然后,我们将这些结果应用于创造性发展系统中的决策、创新以及机构和公共资源的出现。
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引用次数: 0
Venture capital investments in artificial intelligence 人工智能领域的风险投资
IF 1.8 4区 经济学 Q3 ECONOMICS Pub Date : 2024-04-16 DOI: 10.1007/s00191-024-00857-7
Benedetta Montanaro, Annalisa Croce, Elisa Ughetto

Artificial intelligence (AI) technologies have significantly attracted the attention of institutional investors over the last decade. However, previous literature has not deeply explored the characteristics of venture capital (VC) investments in AI ventures. In this study, we explore whether and to what extent investments in AI ventures differ from those in similar non-AI ventures, and whether they are moderated by venture-level, country-level, and investor-level factors. We test our hypotheses on a sample of 5235 investments in 2689 AI ventures and 9215 investments in 4373 non-AI ventures belonging to the Industry 4.0 domain, observed from 2000 to 2019. We find that the amount invested in AI ventures is significantly lower than non-AI ones: this negative relationship is, however, moderated by a venture’s development stage, VC investor’s experience and the AI development level of the country in which the invested venture operates.

过去十年来,人工智能(AI)技术极大地吸引了机构投资者的关注。然而,以往的文献并未深入探讨风险投资(VC)对人工智能企业投资的特点。在本研究中,我们将探讨人工智能风险投资与类似的非人工智能风险投资是否存在差异,差异程度如何,以及这些差异是否受到风险投资层面、国家层面和投资者层面因素的调节。我们以 2000 年至 2019 年期间观察到的 2689 家人工智能企业的 5235 笔投资和 4373 家属于工业 4.0 领域的非人工智能企业的 9215 笔投资为样本,检验了我们的假设。我们发现,对人工智能企业的投资金额明显低于非人工智能企业:然而,这种负相关关系会受到企业发展阶段、风险投资人经验以及所投资企业所在国家的人工智能发展水平的影响。
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引用次数: 0
Creativity, well-being, and economic development: An evolutionary approach 创造力、福祉和经济发展:进化论方法
IF 1.8 4区 经济学 Q3 ECONOMICS Pub Date : 2024-04-11 DOI: 10.1007/s00191-024-00858-6
Maurizio Pugno

Economic development requires endogenous novelties, according to evolutionary economics. To find the endogenous source of novelties, we focus on the creativity of ordinary people when they forge their life path. We argue that such ‘life creativity’ is endogenous to the economic system because it is a typical capability of human beings, because it is intrinsically motivated, thus directly yielding well-being, and because it can be developed with better economic conditions. The paper first introduces the insights of three pioneers of evolutionary economics; it proceeds by showing the key role of creativity in human evolution; then it proposes ‘creative activity’ as an input-output technology that is both useful for and conditioned by economic development. It concludes by contrasting the Industrial Revolution in Britain with the ICT revolution in the US for their different effects of successful innovations on life creativity and well-being.

进化经济学认为,经济发展需要内生的新奇事物。为了找到新颖性的内生来源,我们关注普通人在开辟人生道路时的创造力。我们认为,这种 "人生创造力 "是经济体系的内生因素,因为它是人类的一种典型能力,因为它具有内在动机,从而直接产生福祉,还因为它可以在更好的经济条件下得到发展。本文首先介绍了三位进化经济学先驱的见解;接着说明了创造力在人类进化中的关键作用;然后提出 "创造性活动 "是一种投入产出技术,它既有助于经济发展,又受经济发展的制约。文章最后对比了英国的工业革命和美国的信息和通信技术革命,指出成功的创新对生活创造力和福祉的不同影响。
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引用次数: 0
Robot revolution and human capital accumulation: implications for growth and labour income 机器人革命与人力资本积累:对经济增长和劳动收入的影响
IF 1.8 4区 经济学 Q3 ECONOMICS Pub Date : 2024-04-01 DOI: 10.1007/s00191-024-00854-w
Thanh Le, Huong Quynh Nguyen, Mai Vu

We develop a model of endogenous growth with automation to study the impact of industrial robots on growth and labour income. We incorporate human capital accumulation into that framework to examine the role of human capital in sustaining growth without displacing low-skilled labour. While automation replaces low-skilled labour with industrial robots in conducting routine tasks, horizontal innovation creates new varieties in which low-skilled labour has an employment advantage. Labour-augmenting technology takes place to improve productivity of low-skilled labour. As such, those latter types of innovation help counterbalance the adverse effect of automation on low-skilled labour. Human capital, the essential production factor that takes part in every economic activity, including conducting non-routine tasks, accumulates over time through education and training. We show that there exists a long-run equilibrium at which either robots or low-skilled workers are employed, together with human capital, to produce varieties. In the fully endogenous model, final output grows at the rate of human capital accumulation. An improvement in the quality of education and training leads to an acceleration of both automation and variety expansion, but not human capital growth. Our numerical exercise indicates that a permanent increase in automation entails a permanent impact on the range of automated varieties, long-run output level and human capital wage. The shock lowers long-run growth and low-skilled workers’ wage and their effective income share. However, it has no effect on the effective income share of human capital.

我们建立了一个自动化内生增长模型,研究工业机器人对经济增长和劳动收入的影响。我们将人力资本积累纳入该框架,研究人力资本在不取代低技能劳动力的情况下维持增长的作用。在自动化用工业机器人取代低技能劳动力从事日常工作的同时,横向创新创造了新的品种,在这些品种中,低技能劳动力具有就业优势。劳动力强化技术则是为了提高低技能劳动力的生产率。因此,后几类创新有助于抵消自动化对低技能劳动力的不利影响。人力资本是参与每项经济活动(包括从事非日常工作)的基本生产要素,通过教育和培训长期积累。我们的研究表明,存在一种长期均衡状态,即要么雇佣机器人,要么雇佣低技能工人,再加上人力资本,来生产各种产品。在完全内生的模型中,最终产出以人力资本积累的速度增长。教育和培训质量的提高会加速自动化和品种的扩大,但不会加速人力资本的增长。我们的数值计算表明,自动化程度的永久性提高会对自动化品种的范围、长期产出水平和人力资本工资产生永久性影响。这种冲击会降低长期增长、低技能工人的工资及其有效收入份额。然而,它对人力资本的有效收入份额没有影响。
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引用次数: 0
The impact of environmental regulation on innovation and international competitiveness 环境监管对创新和国际竞争力的影响
IF 1.8 4区 经济学 Q3 ECONOMICS Pub Date : 2024-03-20 DOI: 10.1007/s00191-024-00852-y

Abstract

The purpose of this paper is to analyze the impact of environmental regulation on innovation and international competitiveness. We test the weak, narrow, and strong versions of Porter's hypotheses by looking at the impact of environmental regulation on exports both directly and indirectly through innovation and by introducing the role of pollution intensity in moderating the impact of stringent regulation on innovation and international competitiveness. Green policies are measured with the OECD Environmental Stringency Policy Index, distinguishing between market, non-market instruments, and technology support policies. Differently from previous papers, we adopt the technology gap approach to trade, which is suitable for relating environmental regulation to trade competitiveness and we apply the simultaneous-equation system econometric model with a moderating factor represented by pollution intensity. The results support the weak and strong versions of Porter’s hypotheses and find that the positive impact of regulation on innovation and exports increases with a country’s pollution intensity, suggesting that green policies, if properly coordinated, can represent a win–win strategy, fostering, at the same time, sustainability and international competitiveness.

摘要 本文旨在分析环境监管对创新和国际竞争力的影响。我们通过研究环境规制对出口的直接影响和通过创新的间接影响,并通过引入污染强度在调节严格规制对创新和国际竞争力的影响方面的作用,检验了波特假设的弱、窄和强版本。绿色政策用经合组织环境严格性政策指数来衡量,区分市场、非市场手段和技术支持政策。与以往论文不同的是,我们采用了适合于将环境监管与贸易竞争力联系起来的贸易技术差距方法,并应用了以污染强度为调节因素的同时方程系统计量经济学模型。结果支持波特假设的弱版和强版,并发现监管对创新和出口的积极影响随国家污染强度的增加而增加,这表明绿色政策如果协调得当,可以代表一种双赢战略,同时促进可持续性和国际竞争力。
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引用次数: 0
Heterogeneity in household consumption behavior: The role of inequality and financial instability 家庭消费行为的异质性:不平等和金融不稳定的作用
IF 1.8 4区 经济学 Q3 ECONOMICS Pub Date : 2024-03-07 DOI: 10.1007/s00191-024-00853-x
Juan Laborda, Cristina Suárez

We analyze, using the micro data of the Household Financial Survey (HFS) of the Bank of Spain, the consumption consequences of the household balance sheets and debt accumulation during the real estate bubble of 2002–2005, the Great Recession (2008–2011) and the subsequent economic recovery phase (2014–2017). Using quantile regression models, we find heterogeneity in household consumption behavior with respect to income and net worth levels, and in response to changes in household net worth in the last two periods. During the considered real estate bubble period, this heterogeneity in behavior is diminished, and only occurs in relation to the level of net wealth, in line with Hyman Minsky’s Paradox of Tranquility. These findings favor the post-Keynesian theory on consumption. The greater inequality leads to a higher propensity of certain households to consume in response to changes in housing and financial net worth. This is compatible with the relative income hypothesis extended in expenditure cascades models. Otherwise, households will be willing to take on more risk during economic boom periods associated with a real estate bubble, which translates into debt-financed consumption that virtually makes such heterogeneity practically disappear.

我们利用西班牙银行家庭金融调查(HFS)的微观数据,分析了 2002-2005 年房地产泡沫、大衰退(2008-2011 年)和随后的经济复苏阶段(2014-2017 年)期间家庭资产负债表和债务积累对消费的影响。通过使用量子回归模型,我们发现在过去两个时期,家庭消费行为与收入和净资产水平以及家庭净资产变化之间存在异质性。在所考虑的房地产泡沫时期,这种行为的异质性有所减弱,仅与净财富水平有关,这与海曼-明斯基(Hyman Minsky)的 "宁静悖论"(Paradox of Tranquility)相一致。这些发现有利于后凯恩斯主义的消费理论。更大的不平等导致某些家庭在应对住房和金融净资产变化时有更高的消费倾向。这与支出级联模型中扩展的相对收入假说是一致的。否则,在与房地产泡沫相关的经济繁荣时期,家庭将愿意承担更多风险,从而转化为债务融资消费,使这种异质性实际上消失。
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引用次数: 0
Is Hydrogen a green bubble? 氢气是绿色泡沫吗?
IF 1.8 4区 经济学 Q3 ECONOMICS Pub Date : 2024-03-06 DOI: 10.1007/s00191-024-00848-8
Christian Sandström, Evan Eskilson

The Hydrogen Illusion (2022) is a self-published book by Samuel Furfari, a retired chemical engineer who worked for 36 years in energy policy at the European Commission. Hydrogen has been brought to the forefront of environmental policy in recent years as the EU and other Western economies are allocating billions of euros and dollars towards hydrogen production. Furfari argues that this is a mistake, and that hydrogen has little potential as an energy form, primarily as it requires so much energy in order to be produced. While at times technical and difficult to follow, The Hydrogen Illusion is a valuable contribution to the ongoing debate about how Western economies can combine economic and environmental development.

氢的幻觉》(2022 年)是塞缪尔-富尔法里自费出版的一本书,他是一名退休化学工程师,曾在欧盟委员会从事能源政策工作 36 年。近年来,随着欧盟和其他西方经济体将数十亿欧元和美元用于氢气生产,氢气已成为环境政策的重点。富尔法里认为,这是一个错误,氢作为一种能源形式潜力不大,主要是因为生产氢需要大量能源。虽然《氢的幻觉》有时技术性较强,难以理解,但它对正在进行的关于西方经济体如何将经济与环境发展相结合的讨论做出了有价值的贡献。
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引用次数: 0
Productivity dynamics of work from home: Firm-level evidence from Japan 在家工作的生产力动态:日本企业层面的证据
IF 1.8 4区 经济学 Q3 ECONOMICS Pub Date : 2024-02-29 DOI: 10.1007/s00191-024-00849-7
Masayuki Morikawa

This study documents the changes in work from home (WFH) practices since the onset of the COVID-19 pandemic using panel data from original firm surveys in Japan. Particular attention has been given to the productivity dynamics of WFH. The results indicate the following: First, compared to when the first state of emergency was declared in the spring of 2020, at the end of 2021, the ratio of firms utilizing WFH and the intensity of WFH decreased substantially. Second, according to the firms’ evaluations, the mean productivity of WFH improved by more than 10 percentage points, although it was still approximately 20% lower than that of conventional workplaces. The selection effect arising from the exit from this practice among firms with low WFH productivity, and the improvement in productivity among WFH-continuing firms contributed almost equally to the average productivity growth. Third, the majority of firms are planning to discontinue WFH practices and revert to the conventional work style or to reduce WFH intensity after the end of COVID-19, and the gap between firms’ plans and the desire of remote workers is widening.

本研究利用日本原始企业调查的面板数据,记录了自 COVID-19 大流行以来在家工作(WFH)做法的变化。其中特别关注了在家办公的生产率动态变化。研究结果表明了以下几点:首先,与 2020 年春季首次宣布紧急状态时相比,到 2021 年底,使用 WFH 的企业比例和 WFH 强度大幅下降。其次,根据企业的评估,全时工作场所的平均生产率提高了 10 多个百分点,但仍比传统工作场所低约 20%。生产率低的企业退出这种做法所产生的选择效应,以及继续实行全时工作制的企业生产率的提高,对平均生产率增长的贡献几乎相同。第三,大多数企业计划在 COVID-19 结束后停止全时工作制,恢复传统工作方式或降低全时工作制强度,企业计划与远程工作者意愿之间的差距正在扩大。
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引用次数: 0
Economics of technology cycle time (TCT) and catch-up by latecomers: Micro-, meso-, and macro-analyses and implications 技术周期(TCT)和后来者追赶的经济学:微观、中观和宏观分析及影响
IF 1.8 4区 经济学 Q3 ECONOMICS Pub Date : 2024-02-09 DOI: 10.1007/s00191-024-00847-9
Keun Lee

This paper provides an analytical review of the literature on the role of technology cycle time (TCT) in the catching-up process of latecomers at the firm, sectoral, and national levels. At the national level, latecomer economies follow a detour that consists of economic growth through specialization in short-TCT sectors during the catching-up phase, followed by a shift to long-TCT sectors in the post-catching-up phase. The paper then discusses the double-edged nature of TCT at the sectoral level, such that short TCT can either be a window of opportunity associated with the rapid obsolescence of existing technologies and thus low entry barriers, or another source of difficulty associated with the truncation of learning from existing technologies. Only latecomers with a certain absorptive capacity can benefit from short TCT as a window of opportunity. Finally, at the firm level, this paper discusses the issue of possible convergence in the behavior of catching-up firms towards those of mature firms in advanced economies. At all three levels, the keywords are detours and convergence. Given the barriers to entry in long-TCT sectors, latecomers pursue a strategy of detouring into short-TCT sectors. That is, instead of trying to emulate incumbents by entering long-TCT sectors, latecomers take the opposite route. Subsequently, as latecomers improve their capabilities over time, they shift their specialization from short to long TCT sectors, thereby achieving convergence in behavior and strategy at the firm, sectoral, and national levels.

本文从企业、部门和国家三个层面对有关技术周期(TCT)在后发国家赶超过程中的作用的文献进行了分析综述。在国家层面,后发经济体在追赶阶段会走一段弯路,即通过在短技术周期部门的专业化实现经济增长,然后在后追赶阶段转向长技术周期部门。本文随后讨论了部门层面的技术性贸易壁垒的双刃性,即短期技术性贸易壁垒既可能是与现有技术迅速过时从而进入壁垒较低有关的机会之窗,也可能是与现有技术学习截断有关的另一个困难来源。只有具备一定吸收能力的后来者才能从短暂的 TCT 这一机会之窗中获益。最后,在企业层面,本文讨论了追赶型企业的行为可能向发达经济体成熟企业的行为靠拢的问题。在所有三个层面,关键词都是迂回和趋同。鉴于进入技术性贸易壁垒长的部门存在壁垒,后来者会采取迂回战略,进入技术性贸易壁垒短的部门。也就是说,后来者并不试图效仿在位者,进入技术性贸易壁垒长的部门,而是采取相反的路线。随后,随着时间的推移,后来者的能力不断提高,他们的专业化也从短三快部门转向长三快部门,从而在企业、部门和国家层面实现了行为和战略的趋同。
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引用次数: 0
Saved by the bell? The effects of compulsory schooling laws on self-employment and earnings in Australia 被钟声拯救?澳大利亚义务教育法对自营职业和收入的影响
IF 1.8 4区 经济学 Q3 ECONOMICS Pub Date : 2023-12-20 DOI: 10.1007/s00191-023-00846-2
Pankaj C. Patel

Extending the research on secondary education and entrepreneurship, we ask whether compulsory schooling laws influence selection into and earnings from self-employment. We exploit the increase in the minimum school-leaving age from 14 to 15 in the mid-1960s in Victoria and South Australia. The findings show that for both males and females, likelihood and income from self-employment declined. The additional year of schooling did not influence self-employment through cognitive abilities, locus of control, well-being outcomes, or Big-Five personality dimensions.

在对中等教育和创业精神进行研究的基础上,我们探讨了义务教育法是否会影响自营职业的选择和收入。我们利用了维多利亚州和南澳大利亚州在 20 世纪 60 年代中期将最低离校年龄从 14 岁提高到 15 岁这一事实。研究结果表明,男性和女性自营职业的可能性和收入都有所下降。额外一年的学校教育并没有通过认知能力、控制力、幸福感结果或大五型人格维度对自雇产生影响。
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引用次数: 0
期刊
Journal of Evolutionary Economics
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