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Breathing new life into death certificates: Extracting handwritten cause of death in the LIFE-M project 为死亡证明注入新的活力:在life - m项目中提取手写的死亡原因
IF 2.3 1区 历史学 Q1 ECONOMICS Pub Date : 2023-01-01 DOI: 10.1016/j.eeh.2022.101474
Martha J. Bailey , Susan H. Leonard , Joseph Price , Evan Roberts , Logan Spector , Mengying Zhang

The demographic and epidemiological transitions of the past 200 years are well documented at an aggregate level. Understanding differences in individual and group risks for mortality during these transitions requires linkage between demographic data and detailed individual cause of death information. This paper describes the digitization of almost 185,000 causes of death for Ohio to supplement demographic information in the Longitudinal, Intergenerational Family Electronic Micro-database (LIFE-M). To extract causes of death, our methodology combines handwriting recognition, extensive data cleaning algorithms, and the semi-automated classification of causes of death into International Classification of Diseases (ICD) codes. Our procedures are adaptable to other collections of handwritten data, which require both handwriting recognition and semi-automated coding of the information extracted.

过去200年的人口和流行病学转变在总体水平上得到了很好的记录。了解这些转变期间个人和群体死亡风险的差异,需要将人口统计数据与详细的个人死因信息联系起来。本文描述了俄亥俄州近18.5万个死亡原因的数字化,以补充纵向代际家庭电子微数据库(LIFE-M)中的人口统计信息。为了提取死亡原因,我们的方法结合了手写识别、广泛的数据清理算法,以及将死亡原因半自动分类为国际疾病分类(ICD)代码。我们的程序适用于其他手写数据集合,这些集合既需要手写识别,也需要对提取的信息进行半自动编码。
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引用次数: 1
Digitizing historical balance sheet data: A practitioner’s guide 数字化历史资产负债表数据:从业者指南
IF 2.3 1区 历史学 Q1 ECONOMICS Pub Date : 2023-01-01 DOI: 10.1016/j.eeh.2022.101475
Sergio Correia , Stephan Luck

This paper discusses how to successfully digitize large-scale historical micro-data by augmenting optical character recognition (OCR) engines with pre- and post-processing methods. Although OCR software has improved dramatically in recent years due to improvements in machine learning, off-the-shelf OCR applications still present high error rates which limit their applications for accurate extraction of structured information. Complementing OCR with additional methods can however dramatically increase its success rate, making it a powerful and cost-efficient tool for economic historians. This paper showcases these methods and explains why they are useful. We apply them against two large balance sheet datasets and introduce quipucamayoc, a Python package containing these methods in a unified framework.

本文讨论了如何通过增强光学字符识别(OCR)引擎的预处理和后处理方法,成功实现大规模历史微数据的数字化。尽管近年来由于机器学习的进步,OCR软件有了很大的改进,但现成的OCR应用程序仍然存在很高的错误率,这限制了它们准确提取结构化信息的应用。然而,用其他方法补充OCR可以极大地提高其成功率,使其成为经济历史学家强大而经济高效的工具。本文展示了这些方法,并解释了它们为什么有用。我们将它们应用于两个大型资产负债表数据集,并引入quipucamayoc,这是一个在统一框架中包含这些方法的Python包。
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引用次数: 4
Digitization and data frames for card index records 卡片索引记录的数字化和数据框架
IF 2.3 1区 历史学 Q1 ECONOMICS Pub Date : 2023-01-01 DOI: 10.1016/j.eeh.2022.101469
Someswar Amujala , Angela Vossmeyer , Sanjiv R. Das

We develop a methodology for converting card index archival records into usable data frames for statistical and textual analyses. Leveraging machine learning and natural-language processing tools from Amazon Web Services (AWS), we overcome hurdles associated with character recognition, inconsistent data reporting, column misalignment, and irregular naming. In this article, we detail the step-by-step conversion process and discuss remedies for common problems and edge cases, using historical records from the Reconstruction Finance Corporation.

我们开发了一种方法,将卡片索引档案记录转换为可用的数据框架,用于统计和文本分析。利用亚马逊网络服务(AWS)的机器学习和自然语言处理工具,我们克服了与字符识别、不一致的数据报告、列不对齐和不规则命名相关的障碍。在本文中,我们将详细介绍逐步转换过程,并使用来自Reconstruction Finance Corporation的历史记录,讨论常见问题和边缘情况的补救措施。
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引用次数: 0
The mortality risk of being overweight in the twentieth century: Evidence from two cohorts of New Zealand men 20世纪超重的死亡风险:来自两组新西兰男性的证据
IF 2.3 1区 历史学 Q1 ECONOMICS Pub Date : 2022-10-01 DOI: 10.1016/j.eeh.2022.101472
Kris Inwood , Les Oxley , Evan Roberts

How have health and social mortality risks changed over time? Evidence from pre-1945 cohorts is sparse, mostly from the United States, and evidence is mixed on long-term changes in the risk of being overweight. We develop a dataset of men entering the NZ army in the two world wars, with objectively measured height and weight, and socioeconomic status in early adulthood. Our sample includes significant numbers of indigenous Māori, providing estimates of weight and mortality risk in an indigenous population. We follow men from war's end until death, with data on more than 12,000 men from each war. Overweight and obesity were important risk factors for mortality, and associated with shorter life expectancy. However, the reduction in life expectancy associated with being overweight declined from 5 to 3 years between the two cohorts, consistent with the hypothesis that being overweight became less risky during the twentieth century

随着时间的推移,健康和社会死亡风险是如何变化的?1945年以前的研究证据很少,主要来自美国,而且关于超重风险的长期变化的证据也很复杂。我们开发了一个在两次世界大战中进入新西兰军队的男性数据集,客观地测量了他们的身高和体重,以及成年早期的社会经济地位。我们的样本包括相当数量的土著Māori,提供了土著人口体重和死亡风险的估计。我们从战争结束一直追踪男性直到死亡,每一场战争中有超过12000名男性的数据。超重和肥胖是死亡率的重要危险因素,并与预期寿命缩短有关。然而,在两组人群中,与超重相关的预期寿命减少从5年下降到3年,这与超重在20世纪风险降低的假设相一致
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引用次数: 2
War, pandemics, and modern economic growth in Europe 战争、流行病和欧洲的现代经济增长
IF 2.3 1区 历史学 Q1 ECONOMICS Pub Date : 2022-10-01 DOI: 10.1016/j.eeh.2022.101467
Leandro Prados de la Escosura , C. Vladimir Rodríguez-Caballero

This paper contributes to the debate on Europe's modern economic growth using the statistical concept of long-range dependence. Different regimes, defined as periods between two successive endogenously estimated structural shocks, matched episodes of pandemics and war. The most persistent shocks occurred at the time of the Black Death and the twentieth century's world wars. Our findings confirm that the Black Death often resulted in higher income levels but reject the view of a uniform long-term response to the Plague. In fact, we find a negative impact on incomes in non-Malthusian economies. In the North Sea Area (Britain and the Netherlands), the Plague was followed by positive trend growth in output per capita and population, heralding the onset of modern economic growth and the Great Divergence in Eurasia.

本文运用长期依赖的统计概念对欧洲现代经济增长进行了讨论。不同的制度,定义为两次连续的内生结构性冲击之间的时期,与流行病和战争的发作相匹配。最持久的冲击发生在黑死病和20世纪的世界大战期间。我们的研究结果证实,黑死病通常会导致更高的收入水平,但拒绝了对鼠疫采取统一长期应对措施的观点。事实上,我们在非马尔萨斯经济体中发现了对收入的负面影响。在北海地区(英国和荷兰),鼠疫之后是人均产出和人口的正趋势增长,预示着现代经济增长和欧亚大陆大分化的开始。
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引用次数: 4
Globalization and the spread of industrialization in Canada, 1871–1891 全球化与工业化在加拿大的传播,1871-1891
IF 2.3 1区 历史学 Q1 ECONOMICS Pub Date : 2022-10-01 DOI: 10.1016/j.eeh.2022.101466
Taylor Jaworski , Ian Keay

The dramatic decrease in international trade costs in the second half of the nineteenth century led to a global trade boom. In this paper, we examine the consequences of greater openness to international trade for regional economic activity in a small, open economy during the first era of globalization. Specifically, we provide a quantitative assessment of the role that exposure to globalization played in industrialization in Canada between 1871 and 1891. Greater exposure to globalization leads to faster growth of manufacturing and the greater concentration of industry around entrepôts of trade between Canada and the rest of the world.

19世纪下半叶国际贸易成本的急剧下降导致了全球贸易的繁荣。在本文中,我们研究了在全球化的第一个时代,在一个小型开放经济体中,对国际贸易的更大开放对区域经济活动的影响。具体来说,我们对全球化在1871年至1891年间加拿大工业化中所起的作用进行了定量评估。更多地接触全球化导致制造业增长更快,工业更集中于entrepôts加拿大与世界其他地区之间的贸易。
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引用次数: 2
Sweet diversity: Colonial goods and the welfare gains from global trade after 1492 甜蜜的多样性:1492年后殖民地商品和全球贸易带来的福利收益
IF 2.3 1区 历史学 Q1 ECONOMICS Pub Date : 2022-10-01 DOI: 10.1016/j.eeh.2022.101468
Jonathan Hersh , Hans-Joachim Voth

When did overseas trade start to matter for living standards? Traditional real-wage indices suggest that living standards in Europe stagnated before 1800. In this paper, we argue that welfare may have actually risen substantially, but surreptitiously, because of an influx of new goods. Colonial “luxuries” such as tea, coffee, and sugar became highly coveted. Together with more simple household staples such as potatoes and tomatoes, overseas goods transformed European diets after the discovery of America and the rounding of the Cape of Good Hope. They became household items in many countries by the end of the 18th century. We apply two standard methods to calculate broad orders of magnitude of the resulting welfare gains. While they cannot be assessed precisely, gains from greater variety may well have been big enough to boost European real incomes by 10% or more (depending on the assumptions used).

海外贸易是什么时候开始影响生活水平的?传统的实际工资指数表明,欧洲的生活水平在1800年之前停滞不前。在本文中,我们认为,由于新商品的涌入,福利可能实际上已经大幅增加,但只是暗中增加。殖民地的“奢侈品”,如茶、咖啡和糖,变得非常令人垂涎。在发现美洲和绕过好望角之后,海外商品连同土豆和西红柿等更简单的家庭主食改变了欧洲人的饮食习惯。到18世纪末,它们成为许多国家的家庭用品。我们采用两种标准方法来计算由此产生的福利收益的大致数量级。虽然他们不能精确地评估,但更多样化的收益可能足以使欧洲的实际收入增加10%或更多(取决于所使用的假设)。
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引用次数: 0
Persecution, pogroms and genocide: A conceptual framework and new evidence 迫害、大屠杀和种族灭绝:概念框架和新证据
IF 2.3 1区 历史学 Q1 ECONOMICS Pub Date : 2022-10-01 DOI: 10.1016/j.eeh.2022.101471
Sascha O. Becker , Sharun Mukand , Ivan Yotzov

Persecution, pogroms, and genocide have plagued humanity for centuries, costing millions of lives and haunting survivors. Economists and economic historians have recently made new contributions to the understanding of these phenomena. We provide a novel conceptual framework which highlights the inter-relationship between the intensity of persecution and migration patterns across dozens of historical episodes. Using this framework as a lens, we survey the growing literature on the causes and consequences of persecution, pogroms, and genocide. Finally, we discuss gaps in the literature and take several tentative steps towards explaining the differences in survival rates of European Jews in the 20th century.

几个世纪以来,迫害、大屠杀和种族灭绝一直困扰着人类,夺走了数百万人的生命,让幸存者难以忘怀。经济学家和经济历史学家最近对理解这些现象作出了新的贡献。我们提供了一个新的概念框架,强调了几十个历史事件中迫害强度和移民模式之间的相互关系。以这一框架为视角,我们调查了越来越多关于迫害、大屠杀和种族灭绝的原因和后果的文献。最后,我们讨论了文献中的空白,并采取了几个试探性的步骤来解释20世纪欧洲犹太人存活率的差异。
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引用次数: 1
Political centralization, career incentives, and local economic growth in Edo Japan 江户时代的政治集中化、职业激励与地方经济增长
IF 2.3 1区 历史学 Q1 ECONOMICS Pub Date : 2022-07-01 DOI: 10.1016/j.eeh.2022.101446
Austin M. Mitchell , Weiwen Yin

We argue that heterogeneity in political centralization explains local governance. Specifically, the career incentives and promotion prospects of local officials influence how they spend local resources which in turn impacts local economic growth. We utilize the unique historical case of Edo Japan to explore the effect of institutionalized political relations between central and local governments. We argue that fudai daimyos, or political insiders, who had access to important positions in the central administration expended their local resources to benefit their own careers at a cost to local development. We analyze both macro (domain) and micro (village) level data, and use an instrumental variable approach to causally identify the economic consequences of career incentives and promotion prospects. We find that growth in agricultural output was around 10–16 percentage points lower for fudai domains/villages in the Edo Period, which is a magnitude comparable to the difference in growth rates between China and France in the same period.

我们认为,政治集中化的异质性解释了地方治理。具体而言,地方官员的职业激励和晋升前景影响他们如何使用地方资源,进而影响地方经济增长。我们以日本江户独特的历史案例,探讨制度化的中央与地方政治关系的影响。我们认为,有机会在中央行政部门担任重要职位的“富达大名”(即政治圈内人),以牺牲地方发展为代价,利用地方资源为自己的事业谋利。我们分析了宏观(领域)和微观(村庄)层面的数据,并使用工具变量方法来因果关系地确定职业激励和晋升前景的经济后果。我们发现,在江户时代,富达地区/村庄的农业产出增长率约低10-16个百分点,这一幅度与同期中国和法国的增长率差异相当。
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引用次数: 3
US immigrants’ secondary migration and geographic assimilation during the Age of Mass Migration 大规模移民时代美国移民的二次移民与地理同化
IF 2.3 1区 历史学 Q1 ECONOMICS Pub Date : 2022-07-01 DOI: 10.1016/j.eeh.2022.101457
Ariell Zimran

I study the rates of, selection into, and sorting of European immigrants’ secondary migration within the United States and their geographic assimilation during the Age of Mass Migration. These phenomena are recognized as important components of the economics of immigration, but data constraints have limited prior study of them in this context. As part of the debate over immigrant distribution, they were also major issues in the broader twentieth-century immigration policy debate, which was influenced by the widely held view that immigrants in the early twentieth century were less geographically mobile and specifically more attached to urban areas than were natives and earlier immigrants. I find that immigrants throughout the Age of Mass Migration were at least as likely as natives to make inter-county moves, were more attached to urban areas, were more likely to move to urban destinations, and shared natives’ increasing attachment to urban areas over time. In spite of their mobility, immigrants experienced relatively little assimilation in their place-of-residence distributions relative to natives with time in the United States, though they did experience somewhat more convergence on natives in terms of urbanization. These results help to better understand immigrant assimilation and the effects of immigration during the Age of Mass Migration and imply that the contemporary views of immigrant immobility were either false, oversimplified, or the product of changes in the US economy.

我研究了欧洲移民在美国境内的二次移民的比率、选择和分类,以及他们在大规模移民时代的地理同化。这些现象被认为是移民经济学的重要组成部分,但数据限制了在此背景下对它们的先前研究。作为关于移民分布的辩论的一部分,它们也是更广泛的20世纪移民政策辩论中的主要问题,这一辩论受到一种普遍观点的影响,即20世纪初的移民在地理上的流动性较低,与本地人和更早的移民相比,他们更依恋城市地区。我发现,在整个大规模移民时代,移民至少和本地人一样有可能进行跨县迁移,他们更依恋城市地区,更有可能搬到城市目的地,并且随着时间的推移,他们与本地人一样越来越依恋城市地区。尽管移民具有流动性,但随着时间的推移,他们在美国的居住地分布与本地人相比,同化程度相对较低,尽管他们在城市化方面确实经历了与本地人更多的趋同。这些结果有助于更好地理解移民同化和移民在大规模移民时代的影响,并暗示当代关于移民不流动的观点要么是错误的,要么是过于简单化的,要么是美国经济变化的产物。
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引用次数: 1
期刊
Explorations in Economic History
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