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Land value dynamics and the spatial evolution of cities following COVID 19 using big data analytics. 基于大数据分析的2019冠状病毒病后城市土地价值动态和空间演变
IF 1.7 4区 经济学 Q2 Social Sciences Pub Date : 2023-01-01 DOI: 10.1007/s00168-022-01153-7
Erez Buda, Dani Broitman, Daniel Czamanski

In this paper, we present results of a land-use forecasting model that we calibrated with vast geo-referenced data of a major metropolitan area. Each land parcel includes information concerning regulations indicating permitted land-uses as well as the certain characteristics of existing buildings. Data concerning all real estate transactions include information about the assets and the price of the exchanges. Based on these data we estimated the spatial dynamics of land values in the metropolitan area over time and identified locations experiencing development pressures. This analysis allows us to forecast plausible futures of the urban spatial configuration. Taking the approach one step further, we propose simulations motivated by the natural experiment of COVID 19. We assumed that part of the behavioral changes observed during the pandemic will endure. The resulting simulations provide forecasts of the future spatial structure of the metropolitan area. Comparing the actual and the forecasted scenarios we interpret the spatial dynamics of the city as they would be if a business-as-usual-pre-Covid-19 scenario is realized, and possible trend changes if the impact of the pandemic is long lasting.

在本文中,我们展示了一个土地利用预测模型的结果,我们用一个主要大都市地区的大量地理参考数据进行了校准。每一块土地都包括有关规定的信息,说明允许的土地用途以及现有建筑物的某些特征。有关所有房地产交易的数据包括有关资产和交易所价格的信息。基于这些数据,我们估计了大都市地区土地价值随时间的空间动态,并确定了经历发展压力的地点。这种分析使我们能够预测城市空间结构的合理未来。将该方法进一步推进,我们提出了由COVID - 19自然实验激发的模拟。我们假设在大流行期间观察到的部分行为变化将持续下去。模拟结果提供了未来都市圈空间结构的预测。通过比较实际情景和预测情景,我们将城市的空间动态解释为实现新冠肺炎前一切照旧情景的情况,以及如果大流行的影响持续很长时间,趋势可能会发生变化。
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引用次数: 3
Regional poverty and infection disease: early exploratory evidence from the COVID-19 pandemic. 地区贫困与传染病:来自 COVID-19 大流行的早期探索性证据。
IF 2.2 4区 经济学 Q2 ECONOMICS Pub Date : 2023-01-01 Epub Date: 2022-01-25 DOI: 10.1007/s00168-022-01109-x
Abu Bakkar Siddique, Kingsley E Haynes, Rajendra Kulkarni, Meng-Hao Li

This paper examines the role of regional poverty on the COVID-19 pandemic in the USA. It also explores how the effects differ with the concentration of ethnic minorities. We find that poverty is a significant and consistent determinant of higher COVID-19 infections and fatalities. Prevalent poverty areas experienced higher infections due to economic structure that require hypermobility (high mobility and interpersonal interaction)-more physical human to human contact resulting in higher deaths from limited access to health services. These are also regions where minority groups are concentrated. Disproportionate infections and fatalities occurred within the black, Hispanic, and Asian population. Our evidence is robust to state fixed effects that capture local COVID-19 mitigation policies, multi-level hierarchical modeling, spatial autoregressive assessment, and large sets of county-level health, social, and economic factors. This paper contributes to the literature on health and economic disparities and their resulting consequences for infectious diseases.

本文探讨了地区贫困对美国 COVID-19 大流行的影响。本文还探讨了少数民族聚集程度不同所产生的不同影响。我们发现,贫困是 COVID-19 感染率和死亡率较高的一个重要且一致的决定因素。由于经济结构要求高流动性(高流动性和人际交往),贫困地区的感染率较高--人与人之间的身体接触较多,导致因获得医疗服务的机会有限而死亡的人数较多。这些地区也是少数群体集中的地区。在黑人、西班牙裔和亚裔人口中,感染和死亡人数不成比例。我们的证据对于捕捉地方 COVID-19 缓解政策的州固定效应、多层次分级模型、空间自回归评估以及大量县级健康、社会和经济因素集都是稳健的。本文为有关健康和经济差异及其对传染病的影响的文献做出了贡献。
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引用次数: 0
Air pollution and perception-based averting behaviour in the Jinchuan mining area, China. 中国金川矿区的空气污染和基于感知的规避行为。
IF 2.2 4区 经济学 Q2 ECONOMICS Pub Date : 2023-01-01 Epub Date: 2022-07-20 DOI: 10.1007/s00168-022-01157-3
Zhengtao Li, Henk Folmer

This paper presents a simultaneous equation, knowledge and perception-based averting behavior model of health risk caused by air pollution, with application to the Jinchuan mining area, China. Three types of averting behavior are distinguished: (a) purchases of purifying equipment, plants, or masks; (b) purchases of preventive or curing medication or food; and (c) adjustment of daily outdoor activities. Two types of perceived health risk are distinguished: (a) risk due to the intensity of exposure and (b) risk caused by the hazardousness of pollutants. The estimations show that an increase in perceived air pollution of two or more days a week leads to a restriction of outdoor activities of approximately 90 min per person per week. Another result is that the average annual household expenditure on air filters, foods, or medicines is 206.25 CNY (US$ 31.73) to prevent the hazardousness of air pollution. The total willingness to pay for air quality improvement is 2.95% of annual net household income. Because air quality improving investments can only be implemented in the medium or long run, daily disclosure of air quality is an adequate short-run policy handle to assist residents to take the right kind and level of risk-reducing actions.

本文提出了一个基于同步方程、知识和感知的空气污染健康风险规避行为模型,并将其应用于中国金川矿区。避免行为分为三种:(a)购买净化设备、植物或口罩;(b)购买预防或治疗药物或食品;(c)调整日常户外活动。感知到的健康风险分为两类:(a) 暴露强度导致的风险;(b) 污染物危害性导致的风险。估算结果表明,每周空气污染感知增加两天或两天以上,会导致每人每周户外活动时间减少约 90 分钟。另一个结果是,为防止空气污染的危害,家庭每年在空气过滤器、食品或药品上的平均支出为 206.25 元人民币(31.73 美元)。改善空气质量的总支付意愿为家庭年纯收入的 2.95%。由于改善空气质量的投资只能在中长期内实施,因此空气质量的日常披露是一个充分的短期政策工具,可帮助居民采取正确的降低风险行动。
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引用次数: 0
Regional income convergence in Colombia: population, space, and long-run dynamics. 哥伦比亚的区域收入趋同:人口、空间和长期动态。
IF 1.7 4区 经济学 Q2 Social Sciences Pub Date : 2023-01-01 DOI: 10.1007/s00168-022-01163-5
Jesús Peiró-Palomino, William Orlando Prieto-Bustos, Emili Tortosa-Ausina

We examine the trajectory of regional income dynamics in Colombia. Using data on all 33 Colombian departments from 2000 to 2016, we employ extensions of (spatial) Markov chains, space-time mobility measures, along with a fully weighted version of the distribution analysis approach. By considering these extensions, our analysis enables us to answer questions such as whether the role of spatial context influences the distributional dynamics of Colombian departments, or the magnitude of the moderating effect of department's population. The inclusion of additional measures such as the asymptotic half-life of convergence provides additional results, informing on how long it would take to reach the hypothetical long-run distribution of per capita income. Results, which are reported for both pre- and post-2008 trends, complement previous literature on regional economic convergence in a relevant South American context, showing stronger convergence patterns when controlling for the population living in each department. The patterns do not particularly intensify when controlling for spatial spillovers, since the role of spatial context was already playing a relevant role from the beginning of the period analyzed. Therefore, although the ergodic distributions show a conditional-convergence pattern, addressing the problems of spatial exclusion fully, persistent polarization among geographical departments and populations, along with the relevant core-periphery gaps, still requires the design and implementation of specific policies.

我们研究了哥伦比亚地区收入动态的轨迹。利用2000年至2016年所有33个哥伦比亚部门的数据,我们采用了(空间)马尔可夫链的扩展、时空流动性措施,以及分布分析方法的全加权版本。通过考虑这些扩展,我们的分析使我们能够回答诸如空间背景的作用是否影响哥伦比亚各部门的分布动态,或部门人口的调节作用的大小等问题。纳入诸如收敛的渐近半衰期等额外措施提供了额外的结果,告知需要多长时间才能达到假设的人均收入长期分布。报告的2008年前和2008年后趋势的结果,补充了之前在相关南美背景下关于区域经济趋同的文献,在控制每个部门的人口时显示出更强的趋同模式。当控制了空间溢出时,这种模式并没有特别强化,因为空间背景的作用从分析期开始就已经发挥了相关作用。因此,尽管历次分布呈现条件收敛的格局,但要充分解决空间排斥性问题,地域部门和人群之间的持续两极分化以及相关的核心与边缘差距,仍需要具体的政策设计和实施。
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引用次数: 1
Spotlight on the region analytical contributions on regional development. 聚焦区域对区域发展的分析性贡献。
IF 1.7 4区 经济学 Q2 Social Sciences Pub Date : 2023-01-01 DOI: 10.1007/s00168-022-01174-2
Peter Nijkamp, Karima Kourtit, Mehmet Güney Celbiş

Regional science has, in its great history since the 1950s, made a decisive contribution to a better scientific understanding of spatial development issues and dynamics and to a more effective implementation of knowledge-based regional policy in many countries of the world, in both developed and developing nations on our planet. This special issue of the annals of regional science, titled "Spotlight on the Region", celebrates the scholarly importance and impact of the late Roger Stough on regional science. The issue is comprised of fourteen self-standing on regional and urban development and highlights the critical importance of regional and urban dimensions in sustainable development. They confirm once more the seminal significance of the contributions of one of the great giants in regional science, Roger Stough.

区域科学在其自1950年代以来的伟大历史中,对更好地科学理解空间发展问题和动态,以及在我们这个星球上的发达国家和发展中国家更有效地实施以知识为基础的区域政策作出了决定性贡献。本期《区域科学年鉴》特刊题为“区域聚焦”,颂扬已故罗杰·斯特夫对区域科学的学术重要性和影响。该问题由14个关于区域和城市发展的独立问题组成,突出了区域和城市层面在可持续发展中的极端重要性。他们再次证实了地区科学界的巨人之一罗杰·斯特夫的贡献的开创性意义。
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引用次数: 0
Quality of life, quality of business, and destinations of recent graduates: fields of study matter. 生活质量、商业质量和应届毕业生的目的地:研究领域很重要。
IF 1.7 4区 经济学 Q2 Social Sciences Pub Date : 2023-01-01 DOI: 10.1007/s00168-022-01117-x
Arthur Grimes, Shaan Badenhorst, David C Maré, Jacques Poot, Isabelle Sin

One of the main challenges facing non-metropolitan regions is the attraction and retention of highly-educated young people. A loss of the brightest can lead to reduced business creation, innovation, growth and community well-being in such regions. We use rich longitudinal microdata from New Zealand to analyse the determinants and geography of the choice of destination of recent university and polytechnic graduates 2 years and 4 years after graduation. Rather than considering a range of location-specific consumption and production amenities, we assume spatial equilibrium and calculate, following Chen and Rosenthal (J Urban Econ 64:519-537, 2008), 'quality of life' and 'quality of business' indicators for urban areas that encompass all amenities that are utility and/or productivity enhancing (or reducing, in the case of disamenities). Specifically, we test whether students locate in places that are regarded as good to live or good to do business; and how this differs by field of study. Our estimates are conditional on students' prior school (home) location and the location of their higher education institution. We find that graduates are attracted to locate in urban places that have high quality production amenities. High quality consumption amenities have heterogeneous effects on the location choice of students. Creative arts and commerce graduates are relatively more likely to locate in places that are attractive to business, consistent with a symbiosis between bohemians and business. Decision makers can leverage their existing local strengths, in terms of production and/or consumption amenities, to act as drawcards for, or to retain, recent graduates in specific fields.

非大都市地区面临的主要挑战之一是吸引和留住受过高等教育的年轻人。最聪明的人才的流失可能导致这些地区企业创造、创新、增长和社区福祉的减少。我们使用来自新西兰的丰富纵向微观数据来分析最近大学和理工学院毕业生毕业2年和4年后选择目的地的决定因素和地理因素。我们没有考虑一系列特定地点的消费和生产便利设施,而是假设空间均衡,并按照Chen和Rosenthal (J Urban economic 64:519-537, 2008)的方法,计算城市地区的“生活质量”和“商业质量”指标,这些指标涵盖了所有提高效用和/或生产率的便利设施(或在不便利设施的情况下降低)。具体来说,我们测试学生是否居住在被认为适合居住或适合经商的地方;这在不同的研究领域有什么不同。我们的估计以学生以前的学校(家庭)位置和他们的高等教育机构的位置为条件。我们发现,拥有高质量生产设施的城市地区吸引了毕业生。高品质消费便利设施对学生区位选择具有异质性效应。相对而言,创意艺术和商业毕业生更有可能选择对商业有吸引力的地方,这与波西米亚人和商业之间的共生关系是一致的。决策者可以利用他们在生产和/或消费便利方面的现有本地优势,吸引或留住特定领域的应届毕业生。
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引用次数: 1
Industrial transformations and regional inequalities in Europe. 欧洲的产业转型与地区不平等。
IF 1.7 4区 经济学 Q2 Social Sciences Pub Date : 2023-01-01 DOI: 10.1007/s00168-021-01097-4
Roberta Capello, Silvia Cerisola

An important channel through which less developed European countries have grown over the past twenty years is through the industrial transformation of their economies from low to higher value-added activities. The aim of the paper is to address the role of industrial transformation on regional imbalances, by analysing the different components of industrial productivity dynamics, namely the industrial composition, competition and reallocation effects. Based on both a shift-share analysis and a simulation analysis, the paper shows that the reallocation towards higher value-added sectors in Central and Eastern European (CEE) countries could in fact lead to higher regional inequalities. Our empirical results lead us to claim that short-term normative interventions should go in the direction of supporting "modern and technologically advanced traditional sectors" rather than necessarily pushing CEE countries towards a high value-added industry specialization.

欧洲欠发达国家在过去二十年中增长的一个重要途径是通过其经济从低附加值活动向高附加值活动的工业转型。本文的目的是通过分析工业生产率动态的不同组成部分,即工业构成、竞争和再分配效应,来解决工业转型对区域不平衡的作用。基于转移份额分析和模拟分析,本文表明,中欧和东欧(CEE)国家向高附加值部门的再分配实际上可能导致更大的区域不平等。我们的实证结果使我们认为,短期的规范性干预措施应该朝着支持“现代和技术先进的传统部门”的方向发展,而不是一定要推动中东欧国家走向高附加值的产业专业化。
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引用次数: 6
Will the economic growth benefit public health? Health vulnerability, urbanization and COVID-19 in the USA. 经济增长是否有利于公众健康?美国的健康脆弱性、城市化和COVID-19。
IF 1.7 4区 经济学 Q2 Social Sciences Pub Date : 2023-01-01 DOI: 10.1007/s00168-021-01103-9
Ye Fan, Ming Fang, Xin Zhang, Yongda Yu

Economic growth has a significant impact on health vulnerability primarily through the process of urbanization. This paper conducts a pioneer study by analyzing the impact of regional economic growth and urbanization on the public health vulnerability in the 51 states and territories of the USA from 2011 to 2018 with a fixed-effect panel data regression model. We construct an epidemiological vulnerability index (EVI) using regional smoking, diabetes, obesity, and hypertension, collect CDC social vulnerability index (SVI) as state-level public health vulnerability status, and use COVID-19 to test the actual effect of health vulnerability. The preliminary results show that higher regional economic growth is related to lower EVI and SVI, while urbanization is positively associated with regional health vulnerability and the severity of COVID-19 from case rate and death rate. Robustness check with unemployment shows the same result. We conclude that economic growth is related to lower public health vulnerability, and urbanization has negative public health benefits. Our finding indicates an urgent need to balance the externalities generated by economic development and urbanization trends on public health vulnerability by promoting reasonable medical resource distribution, health practices and safety, improving social and environmental justice, and other health management measures.

Supplementary information: The online version contains supplementary material available at 10.1007/s00168-021-01103-9.

经济增长主要通过城市化进程对健康脆弱性产生重大影响。本文采用固定效应面板数据回归模型,分析了2011 - 2018年美国51个州和地区的区域经济增长和城市化对公共卫生脆弱性的影响,进行了开创性研究。我们构建了以区域吸烟、糖尿病、肥胖和高血压为指标的流行病学脆弱性指数(EVI),收集了CDC社会脆弱性指数(SVI)作为国家级公共卫生脆弱性状态,并以COVID-19为指标检验了健康脆弱性的实际效果。初步结果表明,区域经济增长越快,EVI和SVI越低,城市化与区域健康脆弱性和疫情严重程度从发病率和死亡率上呈正相关。对失业率的稳健性检验显示了相同的结果。我们得出的结论是,经济增长与公共卫生脆弱性降低有关,城市化具有负公共卫生效益。我们的研究结果表明,迫切需要通过促进合理的医疗资源分配、卫生实践和安全、改善社会和环境正义以及其他卫生管理措施来平衡经济发展和城市化趋势对公共卫生脆弱性产生的外部性。补充信息:在线版本包含补充资料,可在10.1007/s00168-021-01103-9获得。
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引用次数: 6
Economic vulnerability in US metropolitan areas. 美国大都市地区的经济脆弱性。
IF 1.7 4区 经济学 Q2 Social Sciences Pub Date : 2023-01-01 DOI: 10.1007/s00168-022-01129-7
Gordon F Mulligan

This paper examines various aspects of recent employment vulnerability in US metropolitan areas. Based on the three decades preceding COVID-19, an estimate is made of the volatility (sensitivity) in each area's unemployment rate, relative to the national rate, and this reflects the area's overall employment vulnerability to external events. Using the Brechling-Thirlwall time-series approach, the monthly change in each area's unemployment rate is first compared to the monthly change in the nation's unemployment rate. Regression analysis is then used to tie the volatility seen in those metropolitan unemployment rates to various initial conditions: degree of specialization in primary (+), manufacturing (+), and government (-) activities; initial unemployment (+); human-created (-) and natural amenities (+); real wages (-); self-employment (-); and the presence of major colleges or universities (-). An alternative specification reassesses these estimates after including the volatility of unemployment rates across the nation's various states. A short discussion then addresses the issue of vulnerability in specific activities. Selecting four industries that were identified "at risk" during early COVID events, ranked employment specialization indices (LQs) are correlated with ranked volatility estimates of unemployment rates. In the more advanced economies, metropolitan areas typically specialize in, and trade across, different industries, but this specialization can create overall employment vulnerability.

本文考察了美国大都市地区近期就业脆弱性的各个方面。根据2019冠状病毒病之前的30年,对每个地区失业率相对于全国失业率的波动性(敏感性)进行了估计,这反映了该地区整体就业对外部事件的脆弱性。使用Brechling-Thirlwall时间序列方法,首先将每个地区失业率的月度变化与全国失业率的月度变化进行比较。然后使用回归分析将这些大都市失业率的波动性与各种初始条件联系起来:初级(+)、制造业(+)和政府(-)活动的专业化程度;初始失业率(+);人为创造(-)和自然舒适(+);实际工资(-);自主创业(-);以及主要学院或大学的存在(-)。另一种规范在考虑了美国各州失业率的波动后,对这些估计进行了重新评估。然后进行简短的讨论,讨论具体活动中的脆弱性问题。选择四个在早期COVID事件中被确定为“面临风险”的行业,排名的就业专业化指数(LQs)与排名的失业率波动率估计相关。在较发达的经济体中,大都市区通常专注于不同的行业,并进行跨行业贸易,但这种专业化可能会造成整体就业的脆弱性。
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引用次数: 1
How regional economic structure matters in the era of COVID-19: resilience capacity of U.S. states. 新冠肺炎时代地区经济结构的重要性:美国各州的应变能力。
IF 1.7 4区 经济学 Q2 Social Sciences Pub Date : 2023-01-01 DOI: 10.1007/s00168-022-01134-w
Ayoung Kim, Jaewon Lim, Aaron Colletta

The COVID-19 pandemic is an unexpected-extreme event and has considerably impacted the national and regional economies. This paper emphasizes the importance of industrial structure for a region's resistance to the recessionary shock. Two significant factors that may determine the regional industrial structures in this ongoing recession include the relative composition of essential/non-essential sectors and the intensity of face-to-face interactions. Considering these factors, we focus on two groups of industries: essential industry with low interpersonal interactions and non-essential industry with high interpersonal interactions. The specialization in these industries is associated with the regional economic resistance to the COVID-19 induced recession. Estimation results from the ordinal logistic regression models show that essential industries with low interpersonal interactions, especially the retail and service sectors--for instance, non-store retailers and financial and professional service--are significantly related to regional economic resistance, and their relationship intensifies compared to other sectors during the COVID-19 pandemic. However, states specialized in the non-essential industries with high interpersonal interactions are less likely to resist economically during the lockdown-COVID and until the stabilizing-COVID period. In addition, a state that quickly recovered from the 2001 recession is more likely to resist the pandemic shock during early- and lockdown-COVID periods. Findings in this paper indicate the importance of regional industrial structure to determine the level of vulnerability to unexpected recessionary shocks. Additionally, identifying the vital factors to determine the industrial structure based on the type of shock is found to be crucial.

Supplementary information: The online version contains supplementary material available at 10.1007/s00168-022-01134-w.

2019冠状病毒病大流行是一个意想不到的极端事件,对国家和区域经济产生了重大影响。本文强调了产业结构对一个地区抵御经济衰退冲击的重要性。在这场持续的经济衰退中,可能决定区域产业结构的两个重要因素包括基本/非基本部门的相对构成和面对面互动的强度。考虑到这些因素,我们将重点研究两类行业:人际互动程度低的必要行业和人际互动程度高的非必要行业。这些行业的专业化与地区经济对新冠肺炎引发的衰退的抵抗力有关。有序逻辑回归模型的估计结果显示,人际互动程度较低的关键行业,尤其是零售和服务行业(如非门店零售商、金融和专业服务)与区域经济阻力显著相关,且与其他行业相比,它们的关系在COVID-19大流行期间加剧。然而,在封新期间和稳新期间,从事人际交往频繁的非必要行业的州不太可能在经济上进行抵抗。此外,从2001年经济衰退中迅速复苏的国家更有可能在早期和封锁covid期间抵御大流行的冲击。本文的研究结果表明,区域产业结构对决定经济衰退冲击脆弱性的重要性。此外,根据冲击类型确定确定产业结构的关键因素是至关重要的。补充信息:在线版本包含补充资料,提供地址为10.1007/s00168-022-01134-w。
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引用次数: 8
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