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Methodology of the narrative analysis in economics: The case of the entrepreneurial networks 经济学叙事分析的方法论:以创业网络为例
IF 0.8 Q1 Arts and Humanities Pub Date : 2023-07-10 DOI: 10.32609/0042-8736-2023-7-81-99
V. Tambovtsev, E. Buzulukova, L. Valitova, J. Deng, D. Sitkevich, A. M. Turabaeva
The  purpose  of  the  article is to provide   theoretical and  empirical evidence  that narrative analysis  in economics  is not an integral part of qualitative research  and  is quite compatible with  the  methodology of quantitative research. The development of methods for collecting and  processing data is one of the significant directions in the development of both  empirical and theoretical research  in economics. Of  particular importance to this  direction is the  consistent expansion of the  consideration of social  factors in the  study of decision-making  processes, both  at the micro  and  macro  levels. Narrative economics, which  has  emerged  and  developed in  the  last decade, is an  integral part of this  trend. The article proposes  and  substantiates a methodology for empirical analysis  of narratives considered as sources  of quantitative information used in decision  making. This  distinguishes it from  the  methods of narrative analysis used in qualitative research  in the  social  sciences, although they  are not always distinguished in the literature. The technique combines  the search  for the frequency  of occurrence of various  phrases  on the Internet with  interview analysis, which  significantly reduces  the  time and  effort required to search  and  analyze the necessary  information about social  factors. The  effectiveness of the  proposed  methodology is tested on the  example  of the  analysis  of narratives that characterize personal entrepreneurial networks, no statistical information about which  is collected, although the  networks  themselves play  an important role in the  formation of new small  businesses. The presented results of the  analysis show that the  technique makes it possible  to obtain useful  quantitative data on such objects of economic  research.
本文的目的是提供理论和实证证据,证明经济学中的叙事分析不是定性研究的一个组成部分,而是与定量研究的方法论相当兼容。数据收集和处理方法的发展是经济学实证研究和理论研究发展的重要方向之一。对这一方向特别重要的是,在微观和宏观两级研究决策过程时不断扩大对社会因素的考虑。叙事经济学是近十年来兴起和发展起来的,是这一趋势的重要组成部分。本文提出并证实了一种方法的实证分析的叙述被认为是定量信息的来源,用于决策。这将其与社会科学定性研究中使用的叙事分析方法区分开来,尽管它们在文献中并不总是得到区分。该技术将搜索互联网上各种短语的出现频率与访谈分析相结合,大大减少了搜索和分析社会因素必要信息所需的时间和精力。所提议的方法的有效性是在分析个人创业网络特征的叙述的例子上进行检验的,虽然这些网络本身在形成新的小型企业方面起着重要作用,但没有收集有关这些叙述的统计资料。所提出的分析结果表明,该技术可以获得有关这类经济研究对象的有用的定量数据。
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引用次数: 0
Causes and lessons of accelerating global inflation 全球通胀加速的原因和教训
IF 0.8 Q1 Arts and Humanities Pub Date : 2023-07-10 DOI: 10.32609/0042-8736-2023-7-5-34
E. Goryunov, S. Drobyshevsky, A. Kudrin, P. Trunin
The world  economy  has recently experienced a strong inflationary shock, which  the leading research  institutions and central banks  were unable to predict. In advanced economies  inflation rates spiked  up to levels  had  not been seen for decades. Inflation also hit emerging  economies albeit the shocks of such magnitude are more common for the countries of this group. What was the reason of the inflationary wave of 2021-2002  and why was it unexpected? In the paper  we propose that the main driver  of inflation was the rapid  recovery  of aggregate demand  while aggregate supply  lagged  behind  since it was negatively affected by quarantine restrictions and  supply  chain  disruptions. A sharp  increase  in the  prices  of food and  energy  contributed to inflation significantly. Unprecedented fiscal  stimulus supported by liquidity injections from central banks  was also an important factor in boosting demand  and  accelerating inflation. Sharp  turn towards ultra­loose monetary and fiscal  policy  can be largely attributed to the  experience of the  previous decade  which  showed  that inflation in advanced economies  remained below the  target level, despite constant stimulus. We discuss  arguments considered by central banks when they kept monetary policy soft even after inflation significantly exceeded  the  target levels. Finally, we briefly  discuss scenarios  of possible  future inflation, including a stagflation scenario, and  analyze  their  underlying factors.
世界经济最近经历了一场强烈的通货膨胀冲击,而领先的研究机构和央行无法预测这一冲击。在发达经济体,通货膨胀率飙升至几十年来从未见过的水平。通货膨胀也打击了新兴经济体,尽管这种规模的冲击对这一群体的国家来说更为常见。2021-2002年通货膨胀浪潮的原因是什么?为什么出乎意料?在本文中,我们提出通货膨胀的主要驱动力是总需求的快速复苏,而总供应滞后,因为它受到隔离限制和供应链中断的负面影响。食品和能源价格的急剧上涨大大加剧了通货膨胀。央行注入流动性支持的前所未有的财政刺激也是提振需求和加速通胀的重要因素。向超宽松货币和财政政策的急剧转变在很大程度上可以归因于前十年的经验,即尽管不断刺激,发达经济体的通胀仍低于目标水平。我们讨论了各国央行在通胀大幅超过目标水平后仍保持宽松货币政策时所考虑的论点。最后,我们简要讨论了未来可能出现的通货膨胀情景,包括滞胀情景,并分析了其潜在因素。
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引用次数: 0
Man in a changing world: How to coordinate individual plans? 人在变化的世界:如何协调个人计划?
IF 0.8 Q1 Arts and Humanities Pub Date : 2023-07-10 DOI: 10.32609/0042-8736-2023-7-50-80
A. Shastitko, S. I. Fedorov
In 2022 political issues made significant adjustments to individual economic plans of hundreds of millions of people around the  world. Against this background, the idea  of  industrial regulation is gaining popularity again  as  a  means  to overcome the  shocks that have arisen. However, how effective is such a mechanism for coordinating efforts to adapt to changes? In our article, we propose  to look at the  problem through the  analysis  of two models  of man:  the  entrepreneur in Austrian economics  and  the  limited rational person  in the  transaction costs economics. Based  on the  results of the  analysis  we reconstruct the  process  of adapting the  market  (or industry) to the shock  using  a formalized model  of the  game  theory. The model  allows  us to demonstrate two key informational problems of adaptation to changes:  individuals’ limited rationality and  their heterogeneity in terms of “entrepreneurial alertness”. For  industrial policy, this means  the  expediency of comparing the  regulatory intervention’s benefits and costs during the  shock period, taking into account the  entrepreneurs’ advantage over the  regulator in the  collection and  use of dispersed knowledge.
2022年,政治问题对全球数亿人的个人经济计划进行了重大调整。在这种背景下,作为克服已经出现的冲击的一种手段,工业监管的想法再次受到欢迎。然而,这种协调努力以适应变化的机制的有效性如何?在本文中,我们建议通过分析两种人的模型来看待这个问题:奥地利经济学中的企业家和交易成本经济学中的有限理性人。基于分析结果,我们使用博弈论的形式化模型重建了市场(或行业)适应冲击的过程。该模型使我们能够证明适应变化的两个关键信息问题:个人的有限理性和他们在“创业警觉性”方面的异质性。对于产业政策来说,这意味着在冲击期比较监管干预的收益和成本,同时考虑到企业家在收集和使用分散知识方面相对于监管机构的优势。
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引用次数: 0
Russia’s WTO membership: Assessing the impact on foreign trade 俄罗斯加入WTO:评估对对外贸易的影响
IF 0.8 Q1 Arts and Humanities Pub Date : 2023-07-10 DOI: 10.32609/0042-8736-2023-7-100-114
A. Kalinin
The  paper   assesses  some  of  the consequences of  Russia’s   accession  to the World Trade Organization (WTO). Whereas much discussion  about its costs and  benefits  happened during the WTO negotiations  and  in  the first years after the  accession, there  was little said  on the  real  consequences afterwards. The aim of the  research  is to assess the  degree  of fulfillment of the  accession expectations after a decade. The research  method is the  analysis  of panel  data on the world  trade for 2000-2019  (an econometric model based on the  gravity model of foreign  trade). It has been  established that the  WTO accession  ultimately benefited for  Russian  foreign  trade. However, this  effect has  been  offset by increased political tensions since 2014. The objections to the  WTO also turned out to be predominantly justified. The most positive economic  consequences of the  WTO exist for exporters of low value added  goods. The criticism of the  WTO participation by machine  builders is understandable: although they  are among the  beneficiaries, the  effects on exports and  imports are comparable.
本文评估了俄罗斯加入世界贸易组织(WTO)的一些后果。尽管在世贸组织谈判期间和加入后的头几年里,人们对其成本和收益进行了大量讨论,但对之后的实际后果却鲜有提及。这项研究的目的是评估十年后加入预期的实现程度。研究方法是分析2000-2019年世界贸易面板数据(基于外贸引力模型的计量经济模型)。事实证明,加入世贸组织最终有利于俄罗斯的对外贸易。然而,自2014年以来,政治紧张局势加剧,抵消了这种影响。对世贸组织的反对也被证明是有充分理由的。世贸组织对低附加值商品的出口商产生了最积极的经济后果。机器制造商对加入世贸组织的批评是可以理解的:尽管他们是受益者之一,但对出口和进口的影响是相当的。
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引用次数: 0
The house that Keynes built: Redecorating and overhaul of the monetary policy model 凯恩斯建造的房子:货币政策模型的重新装修和彻底改革
IF 0.8 Q1 Arts and Humanities Pub Date : 2023-07-10 DOI: 10.32609/0042-8736-2023-7-35-49
S. Moiseev
The regular economic crisis prompts macroeconomists to revise their  models. The monetary policy is no exception. As a result of the  “Great Recession” in 2007-2009 and  the  COVID-­19 pandemic in 2020-2021, they  were  forced  to refresh a look at the  monetary policy models that define central bank’s short­term interest rate decisions. The principles of the  New Keynesian economics  lie behind  most modern  models of monetary policy. A set of equations based on several  theoretical assumptions and simplifications leads to certain model conclusions. An active work to review the New Keynesian models in the 2020s is under  way. Key improvements include financial sector modeling; replacing rational expectations with  their alternatives, as well  as representative economic  agents with  heterogeneous ones; finding microeconomic foundations for assumptions; and  fiscal  policy  modeling.
经常性的经济危机促使宏观经济学家修正他们的模型。货币政策也不例外。由于2007-2009年的“大衰退”和2020-2021年的新冠肺炎疫情,他们被迫重新审视定义央行短期利率决策的货币政策模型。大多数现代货币政策模型背后都有新凯恩斯主义经济学的原理。基于几个理论假设和简化的一组方程会得出某些模型结论。一项积极的工作正在审查20世纪20年代的新凯恩斯主义模型。关键改进包括金融部门建模;用它们的替代品取代理性预期,用异质的替代品替代具有代表性的经济主体;为假设寻找微观经济基础;以及财政政策建模。
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引用次数: 0
Long-term effects of extractive and inclusive institutions on entrepreneurship persistence in Russian regions 采掘性和包容性制度对俄罗斯地区创业持续性的长期影响
IF 0.8 Q1 Arts and Humanities Pub Date : 2023-07-10 DOI: 10.32609/0042-8736-2023-7-115-141
Stepan Zemtsov, Y. Tsareva
Some institutions can restrict or stimulate the  business activity, which affects long­term economic  growth. To assess this  influence on regional level, we have collected and processed  historical data on the  distribution of serfs, the  creation of universities, and  business  activity over  more  than a century. By business activity, we mean various  direct and  indirect assessments of the  involvement of the  population in entrepreneurial activity: merchants, NEPmen, cooperatives, small businesses, etc. Although the  geography of business  activity has constantly changed, we can  identify  relatively stable centers  (Moscow,  St. Petersburg, the  south  of the  Far Eastern Russia) and the  periphery (some regions of the  North Caucasus, the Central  Black   Earth  and   the Volga   regions).  Econometric calculations confirm  the  existence of a relationship between the  current density of small businesses  in the  Russian  regions and the  density of cooperatives in the  late Soviet period; the  relationship with  the  density of retail enterprises disappears by the 1970s as the planned economy  strengthens. But the relationship  with the  merchant class is ambiguous: only  in some regions  did  the  entrepreneurial culture manage  to survive  the  Soviet period. We distinguish three  main channels of  influence of  the historical level  of  business  activity on  the  modern  one: geographical, functional, and  socio­cultural.  According to the calculations, the  earlier  emergence  of universities in the  regions  contributed to the  spread  of business  culture and could stimulate the  emergence  of more inclusive institutions, but serfdom, as an extractive institution, on the  contrary, could  limit incentives for entrepreneurship. Even  after a radical change  in the  political and  economic regime, the  influence of extractive institutions on business  activity may persist, and  inclusive institutions take a significant amount of time to take root.
一些制度可以限制或刺激商业活动,从而影响长期的经济增长。为了评估这种影响在区域层面上的影响,我们收集和处理了一个多世纪以来农奴分布、大学创建和商业活动的历史数据。通过商业活动,我们指的是对人口参与企业家活动的各种直接和间接评估:商人、nemen、合作社、小企业等。尽管商业活动的地理位置在不断变化,但我们可以确定相对稳定的中心(莫斯科、圣彼得堡、俄罗斯远东南部)和外围(北高加索的一些地区、中部黑土和伏尔加河地区)。计量经济学计算证实,俄罗斯地区目前的小企业密度与苏联后期的合作社密度之间存在关系;到20世纪70年代,随着计划经济的加强,与零售企业密度的关系消失了。但与商人阶层的关系是模糊的:只有在一些地区,企业家文化在苏联时期幸存下来。我们区分了历史层面的商业活动对现代商业活动的三个主要影响渠道:地理、功能和社会文化。根据计算,这些地区较早出现的大学有助于商业文化的传播,并可能刺激更具包容性的机构的出现,但农奴制作为一种采掘制度,相反,可能会限制对创业的激励。即使在政治和经济制度发生根本变化之后,采掘性制度对商业活动的影响可能仍然存在,而包容性制度需要相当长的时间才能扎根。
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引用次数: 0
“Randomistas”: A new development economics “随机主义者”:一种新的发展经济学
IF 0.8 Q1 Arts and Humanities Pub Date : 2023-06-05 DOI: 10.32609/0042-8736-2023-6-5-35
R. Kapeliushnikov
The paper explores a curious phenomenon in the modern economic science — the intellectual confrontation between proponents of new development economics (“randomistas”) and its opponents. The general message of the new approach is that the technique of randomized controlled trials/experiments (RCT) must be considered the only truly scientific method, and only this technique should be used in studying the problems of developing countries. RCTs have been recognized as the “gold standard” in evaluating the effectiveness of anti-poverty programs; today this approach absolutely dominates in development economics. The paper discusses the main features of the RCT economics: an inclination to imitate biomedical research; atheoretical character; the idea of a hierarchy of methods; reorientation from large-scale macroeconomic and institutional reforms to targeted social and humanitarian interventions. The problems of internal and external validity of RCT are highlighted. A general conclusion is that conceptually counter-arguments of critics look more convincing: the idea of a hierarchy of methods is unscientific; no methodological “gold standard” exists in economic analysis; estimates obtained on the basis of RCT cannot be considered unbiased; RCTs are almost powerless in the face of the problem of external validity; policy recommendations derived from RCTs are of very limited practical value. However, the logic of critics has been trumped by the rhetoric of randomistas: most likely, randomized experiments will escalate, and their intellectual and political influence will grow.
本文探讨了现代经济科学中一个奇特的现象——新发展经济学支持者与反对者之间的智力对抗。新方法的总体信息是,随机对照试验/实验技术必须被认为是唯一真正科学的方法,只有这种技术才能用于研究发展中国家的问题。随机对照试验被公认为评估反贫困方案有效性的“金标准”;如今,这种方法在发展经济学中占据绝对主导地位。本文论述了RCT经济学的主要特征:倾向于模仿生物医学研究;无神论特征;方法层次的概念;从大规模宏观经济和体制改革转向有针对性的社会和人道主义干预。强调了随机对照试验的内部有效性和外部有效性问题。一个普遍的结论是,批评者在概念上的反驳看起来更有说服力:方法层次的想法是不科学的;经济分析不存在方法论上的“金本位”;根据随机对照试验得出的估计数不能被认为是无偏的;随机对照试验在面对外部有效性问题时几乎无能为力;从随机对照试验中得出的政策建议的实际价值非常有限。然而,批评者的逻辑被随机主义者的花言巧语所压倒:最有可能的是,随机实验会升级,他们的智力和政治影响力会增长。
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引用次数: 1
Retail loan pricing determinants in Russia 俄罗斯零售贷款定价的决定因素
IF 0.8 Q1 Arts and Humanities Pub Date : 2023-06-05 DOI: 10.32609/0042-8736-2023-6-36-61
H. Penikas
The research relies on the uniquely extracted dataset of loan offered rates at the start of 2022. We justify that the larger banks are more prone to disclose such offers. Content-wise we are able to disentangle the loan-specific credit risk factors and the bank risk-appetite drivers. We show that banks using own data and models to compute prudential ratios (IRB-banks) tend to evaluate the credit risk more conservatively than the rest of the banks.
该研究依赖于2022年初提取的独特贷款利率数据集。我们认为,规模较大的银行更倾向于披露此类要约。在内容方面,我们能够理清特定贷款的信用风险因素和银行风险偏好驱动因素。我们表明,使用自己的数据和模型来计算审慎比率的银行(irb -bank)倾向于比其他银行更保守地评估信用风险。
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引用次数: 0
Finance and growth nexus in Russia: Does the SMEs channel matter? 俄罗斯的金融与增长关系:中小企业渠道重要吗?
IF 0.8 Q1 Arts and Humanities Pub Date : 2023-06-05 DOI: 10.32609/0042-8736-2023-6-76-93
K. Krinichansky, M. Yurevich, A. Fatkin
The paper presents the results of an analysis of the relationship between financial and economic development In Russian regions. The authors focus on one of the transmission channels of this relationship — the channel of small and medium-sized enterprises (SMEs). The issue of the SMEs’ dependence on the access to credit in the literature is generally considered separately from the issue of the impact of small business on economic dynamics. In this study, both issues are combined in one chain of the theoretical analysis and are examined with the help of an econometric model using credit depth measures as instrumental variables. To track the SMEs’ development, three variables were defined to characterize the size of the SME sector, the share of SMEs in the structure of the private sector, and the operational efficiency of small enterprises. Our data refer to the subjects of RF and cover the period from 2008 to 2019. The results confirm the Russian SMEs sector’s ability to act as a transmission channel from financial deepening to output growth. The most reliable variables are those characterizing the size of the SMEs sector in the region and the revenue of small firms per employee. Our findings support the conclusions made in a large number of works that provide evidence of the crucial importance of the conditions for access to external finance to raise the SMEs’ performance. The results we obtained also confirm that it would be reasonable to put special emphasis on overcoming obstacles in the access of SMEs to external financing when they take initiatives to develop SMEs in the regions.
本文介绍了对俄罗斯地区金融和经济发展关系的分析结果。作者重点研究了这种关系的传播渠道之一——中小企业的渠道。文献中中小企业对获得信贷的依赖性问题通常与小企业对经济动态的影响问题分开考虑。在本研究中,这两个问题被结合在一个理论分析链中,并在计量经济学模型的帮助下进行了检验,该模型将信贷深度指标作为工具变量。为了跟踪中小企业的发展,定义了三个变量来表征中小企业部门的规模、中小企业在私营部门结构中的份额以及小企业的运营效率。我们的数据涉及RF的受试者,涵盖2008年至2019年期间。研究结果证实了俄罗斯中小企业部门有能力充当从金融深化到产出增长的传导渠道。最可靠的变量是该地区中小企业部门的规模和小公司每名员工的收入。我们的研究结果支持了大量工作中得出的结论,这些工作证明了获得外部融资的条件对提高中小企业绩效至关重要。我们获得的结果也证实,在中小企业采取行动发展该地区的中小企业时,特别强调克服中小企业获得外部融资的障碍是合理的。
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引用次数: 0
Modeling of the corporate capital structure 公司资本结构的建模
IF 0.8 Q1 Arts and Humanities Pub Date : 2023-06-05 DOI: 10.32609/0042-8736-2023-6-62-75
E. G. Demidova, E. Bogatov
The capital structure is determined by the ratio of the company’s own and borrowed funds. It has a direct impact on the financial stability of the company, profit and return on equity. Thus a reasonable calculation of the value of the specified ratio is an urgent problem for any large enterprise. The correct ratio of borrowed and own capital in the structure of the aggregate corporate capital will allow to provide the specified return from the use of own capital in changing market conditions. The methodology of optimizing the structure of capital proposed by the authors is based on a formula for increasing return on equity (ROE) as a function of three variables — return on sales (ROS), resource productivity (Y) and equity multiplier M. The interpretation of the DuPont model as a model with lagged variables is original, which allows to predict the change in the equity multiplier at the expense of possible increase in other variables: resource productivity and return on sales, provided that the return on equity will reach the target level. There have been obtained formulas which allow modeling the structure of capital that guarantees a given profitability. The heuristic principle based on the three-factor model of DuPont ROE = ROS×Y×M, was that keeping the return on equity at the same level (as compared with the reference period) should entail compensation for the multidirectional dynamics of return on sales, resource productivity and equity multiplier. The paper considers three variants of the dependence of changes in the ratio of equity and borrowed capital of the company: when resource productivity is unchanged (ΔY = 0), when return on sales is unchanged (ΔROS = 0) and when both indicators change simultaneously (ΔY ≠ 0 and ΔROS ≠ 0). The methodology presented by the authors also allows to calculate the structure of capital which would provide a given level of return on equity ROE based on the forecast of return on assets ROS and return on sales Y with reference to the values of ROS and Y calculated in the reference period. We present the testing of this algorithm (in all three variants) on the basis of the reporting data of one of the metallurgical companies of Russia for the period 2017—2019.
资本结构由公司自有资金和借入资金的比例决定。它直接影响到公司的财务稳定性、利润和净资产收益率。因此,如何合理计算这一指标的价值,是任何一家大型企业都迫切需要解决的问题。在公司总资本的结构中,正确的借入资本和自有资本的比例将允许在不断变化的市场条件下使用自有资本提供指定的回报。作者提出的优化资本结构的方法是基于一个公式来增加股本回报率(ROE)作为三个变量的函数-销售回报率(ROS),资源生产率(Y)和股权乘数m。杜邦模型作为一个具有滞后变量的模型的解释是原创的,它允许以牺牲其他变量的可能增加为代价来预测股权乘数的变化:资源生产率和销售回报率,前提是股本回报率将达到目标水平。已经获得了一些公式,可以对保证给定盈利能力的资本结构进行建模。基于杜邦ROE = ROS×Y×M三因素模型的启发式原则是,保持净资产收益率在同一水平(与参考期相比)需要补偿销售收益率、资源生产率和权益乘数的多向动态。本文考虑了公司权益比率与借款资本变动关系的三种变体:当资源生产率不变(ΔY = 0),当销售利润率不变(ΔROS = 0),当两个指标同时改变(ΔY≠0和ΔROS≠0),作者提出的方法还允许计算的资本结构将提供一个给定水平的股本回报率ROE基于预测的资产回报率ROS和销售利润率Y参照ROS和Y的值计算的参考。我们根据俄罗斯一家冶金公司2017-2019年期间的报告数据,对该算法(所有三种变体)进行了测试。
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引用次数: 0
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