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An assessment of the short-term impact of COVID-19 on economics and the environment: A case study of Indonesia 评估COVID-19对经济和环境的短期影响:以印度尼西亚为例
Pub Date : 2021-12-01 DOI: 10.1016/j.econ.2021.12.003
Marissa Malahayati , Toshihiko Masui , Lukytawati Anggraeni

The COVID-19 pandemic has already made a significant impact on various sectors. No country was fully prepared to face this global pandemic, and Indonesia is no exception. For Indonesia, this pandemic shook not only the public health service system but also the economy. This study makes projections related to the impact of this pandemic on the Indonesian economy by utilising a computable general equilibrium (CGE) model. Additionally, we calculate the land needed to cover the demand for agricultural products, as well as the level to which emissions can be reduced. Our simulation shows that, along with every shock caused by COVID-19 to national supply and demand, Indonesia will be experiencing economic stagnation by 2021, with the gross domestic product (GDP) level 4–8% lower than the business as usual (BAU) level during the pandemic (2020–2021). The two sectors that will be hit hardest are the transportation and tourism sectors, making up a GDP loss ranging from 30% to 50%. During this stagnation, the agricultural sector is a potential sector for accommodating workers who have been laid off. The model also predicts that there will be a temporary land-use change that the farmers will prefer to use their land for food and horticultural commodities. As for emissions, our calculations show that the potential for emission reductions will be up to 8% by 2021, compared to the BAU level. However, the source of this emission reduction is not positive as it comes from the restriction of economic activity, and the growth in emissions from the industrial and waste sectors are still increasing rapidly, even during the pandemic. Thus, it is feared that there will be a very high spike in emissions when the pandemic ends, making the situation more challenging for Indonesia to achieve its emission mitigation targets. Furthermore, once the government introduces fiscal incentives to support the economy during the pandemic, the economic condition will be improved, although still not fully recovered. The model predicts that the government fiscal incentives may help to improve the GDP by around 1–3%, compared to when no incentive is introduced.

新冠肺炎疫情已对各领域产生重大影响。没有一个国家对这一全球性流行病做好充分准备,印度尼西亚也不例外。对印度尼西亚来说,这次大流行不仅动摇了公共卫生服务体系,而且动摇了经济。本研究利用可计算的一般均衡模型对这次大流行对印度尼西亚经济的影响作出预测。此外,我们还计算了满足农产品需求所需的土地,以及可以减少排放的水平。我们的模拟显示,随着2019冠状病毒病对国家供需造成的每一次冲击,到2021年,印度尼西亚将经历经济停滞,国内生产总值(GDP)水平比大流行期间(2020-2021年)的照常经营(BAU)水平低4-8%。受冲击最严重的两个行业是交通和旅游业,占GDP损失的30%到50%不等。在经济停滞期间,农业部门是安置失业工人的潜在部门。该模型还预测,土地使用将发生暂时的变化,农民将更倾向于将土地用于粮食和园艺商品。在排放方面,我们的计算表明,到2021年,与BAU水平相比,减排潜力将达到8%。然而,这种减排的来源并不积极,因为它来自对经济活动的限制,即使在大流行病期间,工业和废物部门的排放量增长仍在迅速增加。因此,人们担心,当疫情结束时,排放量将出现非常高的峰值,这将使印度尼西亚在实现其减排目标方面面临更大的挑战。此外,一旦政府在大流行期间推出财政激励措施以支持经济,经济状况将得到改善,尽管仍未完全恢复。该模型预测,与不引入激励措施相比,政府财政激励措施可能有助于提高GDP约1-3%。
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引用次数: 39
The macroeconomics of epidemics: Interstate heterogeneity in Brazil 流行病的宏观经济学:巴西州际异质性
Pub Date : 2021-12-01 DOI: 10.1016/j.econ.2021.11.001
Luan Borelli , Geraldo Sandoval Góes

We applied the SIR-macro model proposed by Eichenbaum et al. (2020) in its complete version to comparatively study the interaction between economic decisions and COVID-19 epidemics in five different Brazilian states: São Paulo (SP), Amazonas (AM), Ceará (CE), Rio de Janeiro (RJ), and Pernambuco (PE). Our goal was to analyze qualitatively how the main intrinsic differences of each of these states could affect the epidemic dynamics and its consequences. We computed and compared the model for each of the states, both in competitive equilibrium and under optimal containment policy adoption, and analyzed the implications of optimal policy adoption. We concluded that the intrinsic characteristics of the five different states could imply relevant differences in the general dynamics of the epidemic, in the optimal containment policies, in the effect of the adoption of these policies, and the severity of the economic recessions. One year after the original ex-ante calibration, we evaluated the death toll and economic recession predicted by the model comparing it against real data. The model predictions showed to be qualitatively sufficient to anticipate the size of the pandemic risk that later materialized in Brazil.

我们采用Eichenbaum等人(2020)提出的完整版SIR-macro模型,比较研究了巴西圣保罗州(SP)、亚马逊州(AM)、塞埃尔州(CE)、巴西里约热内卢州(RJ)和伯南布哥州(PE)五个不同州的经济决策与COVID-19流行病之间的相互作用。我们的目标是定性地分析每种状态的主要内在差异如何影响流行病动态及其后果。我们计算并比较了竞争均衡和最优遏制政策下的每个状态的模型,并分析了最优政策采用的含义。我们得出的结论是,五个不同州的内在特征可能暗示着疫情总体动态、最佳遏制政策、采取这些政策的效果以及经济衰退的严重程度等方面的相关差异。在最初的事前校准一年后,我们将模型预测的死亡人数和经济衰退与实际数据进行比较。该模型的预测结果在质量上足以预测后来在巴西出现的大流行风险的规模。
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引用次数: 2
The effect of politician denialist approach on COVID-19 cases and deaths 政治家否认主义对新冠肺炎病例和死亡的影响
Pub Date : 2021-12-01 DOI: 10.1016/j.econ.2021.11.007
Rodrigo Gomes de Arruda , Tatiane Almeida de Menezes , Joebson Maurilio Alves dos Santos , Antônio Paez , Fernando Lopes

Concern over the high rate of contagion of COVID-19 has prompted world authorities to use the strategy of isolation and social confinement as the main non-pharmacological weapon against the disease that has rapidly killed millions of people worldwide. However, there is evidence that the denialist rhetoric of the Brazilian President has negatively influenced people's behavior in relation to obedience to confinement and social isolation measures. The aim of this study is to analyze the correlation between the Brazilian President’s denialist rhetoric and the low adherence to social distancing measures and the subsequent increase of new coronavirus cases and deaths. Daily data on the level of contamination by COVID-19, social distancing and information from Brazilian states between the months of February and May 2020 were used. Taking into consideration the differences between the federal government of Brazil and state governors about the severity of the pandemic and the importance of social distancing, the article uses the Instrumented Difference-in-Differences approach, suggested by Duflo (2001), to obtain the causal impact of reduced social distancing, resulting from Presidential denialist rhetoric, in mitigating COVID-19 cases and deaths, taking into account the relationship between the president of the republic and the states as an instrument. The results suggest that the Brazilian average Social Isolation Index increased from 39.77% to 51% between February 1st and May 18th, 2020, the country would have had approximately 318,850.03 fewer cases of COVID-19, and more than 10.000 lives would have been saved.

对COVID-19高传染性的担忧促使世界各国当局将隔离和社会限制战略作为对抗这种疾病的主要非药物武器,这种疾病已在全球范围内迅速导致数百万人死亡。然而,有证据表明,巴西总统的否认主义言论对人们在服从禁闭和社会隔离措施方面的行为产生了负面影响。本研究的目的是分析巴西总统的否认言论与低遵守社会距离措施以及随后新冠病毒病例和死亡人数的增加之间的相关性。研究使用了2020年2月至5月期间有关COVID-19污染水平的每日数据、社会距离和巴西各州的信息。考虑到巴西联邦政府和各州州长在大流行的严重程度和保持社会距离的重要性方面存在差异,本文使用了Duflo(2001年)提出的“差异中的差异”方法,以获得总统否认言论导致的社会距离减少对减轻COVID-19病例和死亡的因果影响。考虑到作为工具的共和国总统与各州之间的关系。结果表明,在2020年2月1日至5月18日期间,巴西的平均社会隔离指数从39.77%上升到51%,该国将减少约318850.03例COVID-19病例,并将挽救1万多人的生命。
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引用次数: 2
A decomposition analysis for socioeconomic inequalities in health status associated with the COVID-19 diagnosis and related symptoms during Brazil's first wave of infections 对巴西第一波感染期间与COVID-19诊断和相关症状相关的健康状况的社会经济不平等进行分解分析
Pub Date : 2021-12-01 DOI: 10.1016/j.econ.2021.09.002
Natália Cecília de França , Guaracyane Lima Campêlo , João Mário Santos de França , Eleydiane Gomes Vale , Thaísa França Badagnan

Recent studies have shown that COVID-19 affects different population groups asymmetrically. This work uses data from the National Survey of Households—PNAD COVID-19/IBGE—to quantify the socioeconomic inequality in health during the first wave of COVID-19 infections in Brazil. We use the concentration curve, the concentration index, and a decomposition analysis to verify the factors that most influence the inequalities in the specified health variables. We find a positive concentration index for the incidence rate, indicating a greater concentration of diagnoses (number of tests) among groups with higher income levels. When considering symptoms similar to a COVID-19 infection, inequality practically disappears. Among people with higher income, a pre-existing disease has a more significant contribution to the concentration of COVID-19 in the presence of correlated symptoms than in its diagnosis. Tests of dominance support the findings. Moreover, the decomposition results show that if the inequalities were explained only by race (non-white) and place of living (North and Northeast), there would be a concentration of COVID-19 among the poorest.

最近的研究表明,COVID-19对不同人群的影响是不对称的。这项工作使用了全国家庭调查(pnad COVID-19/ ibge)的数据,量化了巴西第一波COVID-19感染期间卫生方面的社会经济不平等。我们使用浓度曲线、浓度指数和分解分析来验证在指定的健康变量中最影响不平等的因素。我们发现发病率的浓度指数为正,表明在收入水平较高的群体中诊断(检查次数)更集中。如果考虑到类似于COVID-19感染的症状,不平等实际上就消失了。在收入较高的人群中,存在相关症状的既有疾病对COVID-19浓度的贡献大于其诊断。对支配地位的测试支持了这一发现。此外,分解结果表明,如果仅用种族(非白人)和居住地(北部和东北部)来解释这种不平等,那么COVID-19将集中在最贫穷的人群中。
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引用次数: 1
How do Covid-19 stay-at-home restrictions affect crime? Evidence from Rio de Janeiro, Brazil Covid-19的居家限制如何影响犯罪?证据来自巴西的里约热内卢
Pub Date : 2021-12-01 DOI: 10.1016/j.econ.2021.11.002
Jessie Bullock , Ana Paula Pellegrino

How do changes in mobility impact crime? Using police precinct-level daily crime statistics and shootings data from the state of Rio de Janeiro, Brazil, we estimate that extortion, theft, and robberies decrease by at least 41.6% following COVID-19 mandated stay-at-home orders and changes in mobility in March 2020. Conversely, we find no change in violent crimes, despite fewer people being on the streets. To address the relationship between crime and mobility, we use cellphone data and split the precincts into subgroups by pre-Covid-19-related restrictions mobility quintiles. We estimate a similar average decrease in extortion regardless of a precinct’s previous activity level, but find that the decrease in theft and robberies is substantially higher for the more mobile precincts while it disappears for the least mobile precincts. Using daily cellphone mobility data aggregated at the police precinct level, we find that changes in mobility while the stay-at-home order is in place only have a meaningful effect on robberies, which increase in likelihood when a precinct’s mobility ranking is higher than the previous day. Together, these results suggest that the stay-at-home order and associated decline in mobility strongly affected extortion and property crimes while not interfering with the dynamics of violent crime. These findings support the hypothesis that violent and property crime follow different dynamics, particularly where there is a bigger impact of organized criminal groups.

流动性的变化是如何影响犯罪的?根据巴西里约热内卢州的警察辖区级每日犯罪统计数据和枪击数据,我们估计,在2020年3月新冠肺炎疫情强制要求人们呆在家里并改变流动性之后,勒索、盗窃和抢劫至少减少了41.6%。相反,我们发现暴力犯罪没有变化,尽管街头的人数减少了。为了解决犯罪与流动性之间的关系,我们使用手机数据,并根据covid -19之前与流动性相关的限制五分位数将选区划分为子组。我们估计,无论一个选区以前的活动水平如何,敲诈勒索的平均下降幅度都差不多,但我们发现,在流动性较高的选区,盗窃和抢劫的下降幅度要高得多,而在流动性最低的选区,盗窃和抢劫的下降幅度则会消失。利用在警察辖区层面汇总的每日手机移动数据,我们发现,在保持在家秩序的情况下,移动的变化只对抢劫有意义的影响,当一个辖区的移动排名高于前一天时,抢劫的可能性就会增加。总之,这些结果表明,呆在家里的秩序和相关的流动性下降强烈地影响了勒索和财产犯罪,而不干扰暴力犯罪的动态。这些发现支持了一种假设,即暴力犯罪和财产犯罪遵循不同的动态,特别是在有组织犯罪集团影响更大的地方。
{"title":"How do Covid-19 stay-at-home restrictions affect crime? Evidence from Rio de Janeiro, Brazil","authors":"Jessie Bullock ,&nbsp;Ana Paula Pellegrino","doi":"10.1016/j.econ.2021.11.002","DOIUrl":"10.1016/j.econ.2021.11.002","url":null,"abstract":"<div><p>How do changes in mobility impact crime? Using police precinct-level daily crime statistics and shootings data from the state of Rio de Janeiro, Brazil, we estimate that extortion, theft, and robberies decrease by at least 41.6% following COVID-19 mandated stay-at-home orders and changes in mobility in March 2020. Conversely, we find no change in violent crimes, despite fewer people being on the streets. To address the relationship between crime and mobility, we use cellphone data and split the precincts into subgroups by pre-Covid-19-related restrictions mobility quintiles. We estimate a similar average decrease in extortion regardless of a precinct’s previous activity level, but find that the decrease in theft and robberies is substantially higher for the more mobile precincts while it disappears for the least mobile precincts. Using daily cellphone mobility data aggregated at the police precinct level, we find that changes in mobility while the stay-at-home order is in place only have a meaningful effect on robberies, which increase in likelihood when a precinct’s mobility ranking is higher than the previous day. Together, these results suggest that the stay-at-home order and associated decline in mobility strongly affected extortion and property crimes while not interfering with the dynamics of violent crime. These findings support the hypothesis that violent and property crime follow different dynamics, particularly where there is a bigger impact of organized criminal groups.</p></div>","PeriodicalId":100389,"journal":{"name":"EconomiA","volume":"22 3","pages":"Pages 147-163"},"PeriodicalIF":0.0,"publicationDate":"2021-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1517758021000175/pdfft?md5=3be8499ef417064311caed5839ebfca9&pid=1-s2.0-S1517758021000175-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74326146","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 7
Technological progress and finance: The effects of digitization on Brazilian banking fees 技术进步与金融:数字化对巴西银行收费的影响
Pub Date : 2021-08-01 DOI: 10.1016/j.econ.2021.09.001
Mateus Feld , Tatiana Silva Fontoura de Barcellos Giacobbo, Wagner Eduardo Schuster

Recent technological advancements and the digitization of most financial services have transformed the way by which individuals deal with their financial transactions. It has also affected the focus of financial institutions’ investments, as well as the sectors’ market dynamic, with the increasing number of start-ups and fintechs, which tends to lead to higher competition. Considering this scenario, our study explores the impacts that mobile and home banking had on bank fees charged to Brazilian consumers, from 2012 to 2019. As our theoretical framework, we use a network-city model, which is an evolution of the seminal linear and circular city models, while the econometric analysis is made using a time series model. Our findings show that bank fees were negatively affected by the digital banking platforms. In summary, the results indicate that the decrease on transport costs, caused by financial digitization and the widespread use of mobile and home banking, has reduced the price of bank fees to customers in the studied period.

最近的技术进步和大多数金融服务的数字化已经改变了个人处理金融交易的方式。它还影响了金融机构的投资重点,以及该行业的市场动态,随着初创企业和金融科技公司数量的增加,这往往会导致更激烈的竞争。考虑到这种情况,我们的研究探讨了从2012年到2019年,移动和家庭银行对巴西消费者收取的银行费用的影响。作为我们的理论框架,我们使用了网络城市模型,这是开创性的线性和圆形城市模型的演变,而计量经济学分析使用了时间序列模型。我们的研究结果表明,银行收费受到数字银行平台的负面影响。综上所述,研究结果表明,在研究期间,金融数字化以及移动和家庭银行的广泛使用导致的运输成本下降,降低了银行向客户收取的费用价格。
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引用次数: 5
Gender wage discrimination in Brazil from 1996 to 2015: A matching analysis 1996 - 2015年巴西性别工资歧视:匹配分析
Pub Date : 2021-08-01 DOI: 10.1016/j.econ.2021.03.002
Thiago Morello , Jacqueline Anjolim

The discriminatory component of the gender wage gap was found to be significant and to decrease over time by previous studies, most of them based on the Oaxaca-Blinder decomposition (OBD). Such evidence is disputable for being grounded on the assumption of full common support between men and women, which has been increasingly refuted by international literature. Seeking to fill this gap for the case of Brazil, the paper revisits household survey data from 1996 to 2015 with propensity score (PS) and nearest-neighbour (NN) matching techniques. As results, the discriminatory component was confirmed to be significant in all years and not to follow a systematic decaying trend across the years – the fall observed from 1996 to 2004 was offset in 65% by a subsequent increase. Gender discrimination was heterogeneous throughout occupational categories, being especially high in management positions. Estimates, albeit belonging to the range of previous studies, also challenged the gap closing trend suggested by these studies. Given ongoing recession and high informality, it is uncertain whether further progress towards gender wage equality in Brazil will emerge spontaneously from the private sector or whether specific policy is needed.

以前的研究发现,性别工资差距的歧视性成分是显著的,并且随着时间的推移而减少,这些研究大多基于Oaxaca-Blinder分解(OBD)。这种证据是有争议的,因为它是建立在男女之间完全共同支持的假设基础上的,而这一假设已日益受到国际文献的驳斥。为了填补巴西的这一空白,本文使用倾向得分(PS)和最近邻(NN)匹配技术重新审视了1996年至2015年的家庭调查数据。结果证实,歧视性成分在所有年份都很重要,并没有遵循历年的系统性衰减趋势——1996年至2004年观测到的下降被随后的增加65%抵消。性别歧视在各种职业类别中各不相同,在管理职位中尤其严重。估计数虽然属于以前研究的范围,但也对这些研究提出的差距缩小趋势提出了挑战。鉴于持续的经济衰退和高度的非正式性,不确定巴西在实现两性工资平等方面是否会自发地从私营部门取得进一步进展,或者是否需要具体的政策。
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引用次数: 3
An investigation into shapes and determinants of deindustrialization processes: Theory and evidence for developed and developing countries (1970–2017) 去工业化进程的形态和决定因素研究:发达国家和发展中国家的理论和证据(1970-2017)
Pub Date : 2021-08-01 DOI: 10.1016/j.econ.2021.03.001
Elisangela Araujo , Eliane Araújo , Samuel C. Peres , Lionello F. Punzo

This paper theoretically and empirically investigates deindustrialization in a group of selected countries, from 1970 to 2017, viewing it as a process of varied and complex causes, sensitive to the degree of economic development. Supported by the theoretical framework on the centrality of the manufacturing industry for economic growth and the contextualization of recent trends in global industry, we seek to understand empirically the main determinants of deindustrialization through an econometric model of panel data analysis. The main objective, which is also the main contribution of this research, is to empirically investigate the determinants of deindustrialization considering the degree of development of the countries and with the understanding that the causes of this process can differ substantially. Our main results, in general, were aligned with the theoretical and empirical literature on the topic, while corroborating the hypothesis that certain variables are dependent on the level of economic development. In less developed countries, the exchange rate (depreciation) is correlated positively with the value added of the manufacturing sector, as is trade openness but in a negative way. In advanced countries, on the other hand, the relocation of physical production and the degree of financialization are highlighted as factors that negatively affect the manufacturing value added, while trade openness is positive. In view of these results, a more critical analysis on the causes and costs of deindustrialization is considered important, especially in developing countries.

本文从理论和实证两方面考察了1970年至2017年一组选定国家的去工业化,将其视为一个由多种复杂原因组成的过程,对经济发展程度很敏感。在制造业对经济增长的中心地位的理论框架和全球工业近期趋势的背景下,我们试图通过面板数据分析的计量经济模型从经验上理解去工业化的主要决定因素。主要目标,也是这项研究的主要贡献,是考虑到各国的发展程度,并了解到这一进程的原因可能有很大不同,以经验调查去工业化的决定因素。总的来说,我们的主要结果与有关该主题的理论和实证文献一致,同时证实了某些变量依赖于经济发展水平的假设。在欠发达国家,汇率(贬值)与制造业增加值呈正相关,贸易开放程度也是如此,但呈负相关。而在发达国家,实物生产转移和金融化程度是制造业增加值的负向影响因素,而贸易开放度是正向影响因素。鉴于这些结果,人们认为对非工业化的原因和代价进行更批判性的分析是重要的,特别是在发展中国家。
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引用次数: 4
Intergenerational mobility in education and occupation and the effect of schooling on youth’s earnings in Brazil 巴西教育和职业的代际流动以及学校教育对青年收入的影响
Pub Date : 2021-08-01 DOI: 10.1016/j.econ.2021.05.001
Marcos O. Garcias , Ana L. Kassouf

This study uses data from the International Labor Organization’s 2013 school-to-work transition survey (SWTS) to measure intergenerational educational and occupational mobility in Brazil. The SWTS database contains information on youths from 15 to 29 years old as well as on family’s socioeconomic characteristics, both current and retrospective. This data set permits the measurement of intergenerational mobility. The results obtained show great intergenerational educational mobility, especially when parents had lower levels of education, and slightly less occupational mobility. To analyze the returns to education, earnings equations were estimated using the Heckman selection model. The education of youths and their parents had a great impact on youths’ earnings, mainly on females. Young women with higher education more than double their earnings compared to those without high school.

本研究使用国际劳工组织2013年学校到工作过渡调查(SWTS)的数据来衡量巴西的代际教育和职业流动性。SWTS数据库包含15至29岁青年的信息以及家庭的社会经济特征,包括当前和回顾性的信息。该数据集允许测量代际流动性。研究结果显示,代际教育流动性较大,尤其是当父母受教育程度较低时,职业流动性略低。为了分析教育回报,收益方程使用Heckman选择模型进行估计。青少年及其父母的教育程度对青少年的收入有很大的影响,尤其是对女性。受过高等教育的年轻女性的收入是没有受过高中教育的女性的两倍多。
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引用次数: 4
Economists, scientific communities, and pandemics: An exploratory study of Brazil (1918–2020) 经济学家、科学界和流行病:对巴西的探索性研究(1918-2020)
Pub Date : 2021-04-01 DOI: 10.1016/j.econ.2020.12.001
Mauro Boianovsky

The paper investigates historical aspects of the formation of the scientific community of economists in Brazil, taking the current research effort about the economics of Covid-19 as a starting-point of the narrative. The transnational character of science in general and economics in particular is highlighted. The historical trajectory of economics in Brazil is compared to other sciences’, with attention to patronage and immigration. Economic debates surrounding the Spanish Flu outbreak in Brazil in 1918 are examined as an example of the working of the pre-scientific economic community in the country. Finally, some conclusions are drawn concerning the history of modern economic science in Brazil, with emphasis on the role of a couple of remarkably influential economists.

本文以当前关于Covid-19经济学的研究工作为起点,调查了巴西经济学家科学界形成的历史方面。科学的跨国性,尤其是经济学的跨国性。将巴西经济学的历史轨迹与其他科学进行比较,关注赞助和移民。围绕1918年巴西西班牙流感爆发的经济辩论被视为该国前科学经济界工作的一个例子。最后,对巴西现代经济科学史进行了总结,重点介绍了几位非常有影响力的经济学家的作用。
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引用次数: 7
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