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The Utah Population Database. The Legacy of Four Decades of Demographic Research 犹他州人口数据库。四十年人口研究的遗产
Pub Date : 2021-09-14 DOI: 10.51964/hlcs10916
Ken R. Smith, G. Mineau
This paper summarizes the unique characteristics of the Utah Population Database (UPDB) and how it has catalyzed demographic, social and medical research since the mid-1970s. The UPDB is one of the world’s richest sources of linked population-based information for demographic, genetic, and epidemiological studies at the Individual-level. UPDB has supported hundreds of demographic and biomedical investigations, with heavy emphasis on families, in large part because of its size, representativeness, inclusion of multi-generational pedigrees, and linkages to numerous data sources. The UPDB contains data on over 11 million individuals from the late 18th century to the present. UPDB data represent Utah’s population that appear in administrative records and many of these data are updated due to longstanding efforts to add records as they become available including statewide birth and death certificates, hospitalizations, ambulatory surgeries, and driver licenses. The depth of information within UPDB has been used to support a wide range of family, medical and historical demographic studies which are described here arranged into four broad categories: fertility, mortality, life course analyses and some selected special topics. The paper concludes with a discussion of the future areas of innovation within the UPDB and the types of novel studies that they are likely to facilitate.
本文总结了犹他州人口数据库(UPDB)的独特特点,以及自20世纪70年代中期以来它如何促进人口、社会和医学研究。UPDB是世界上最丰富的基于人群的相关信息来源之一,用于个人层面的人口、遗传和流行病学研究。UPDB支持了数百项人口和生物医学调查,重点关注家庭,这在很大程度上是因为它的规模、代表性、包含多代谱系以及与众多数据源的联系。UPDB包含了从18世纪末到现在超过1100万人的数据。UPDB数据代表出现在行政记录中的犹他州人口,其中许多数据由于长期努力而更新,因为它们变得可用,包括全州的出生和死亡证明,住院,门诊手术和驾驶执照。最新人口数据库的信息深度已用于支持广泛的家庭、医学和历史人口研究,这里将这些研究分为四大类:生育率、死亡率、生命历程分析和一些选定的专题。本文最后讨论了UPDB未来的创新领域,以及它们可能促进的新研究类型。
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引用次数: 8
Building Longitudinal Datasets From Diverse Historical Data in Australia 从澳大利亚不同的历史数据中建立纵向数据集
Pub Date : 2021-08-10 DOI: 10.51964/hlcs10939
J. McCalman
Australia is rich in population datasets generated to manage convicts, civilians, stock, land and the colonised and displaced First Nations people. It has also preserved all service and pension data from both world wars. Through nominal linkage using volunteers and paid research staff, it has been possible over the past twenty years to build four cradle-to-grave datasets derived from administrative cohorts: poor white babies born in a charity hospital 1858–1900; Aboriginal Victorians from 1855 to 1988; convicts transported to Van Diemen’s Land 1818-1853 and servicemen who embarked for World War I from the State of Victoria. The abundance of digitised historical sources from government archives to historical newspapers enables the practice of demographic prosopography, with a wide range of variables that have yielded new insights into Australia’s population and social history.
澳大利亚拥有丰富的人口数据集,用于管理罪犯、平民、股票、土地以及被殖民和流离失所的第一民族。它还保存了两次世界大战期间的所有服务和养老金数据。通过使用志愿者和有偿研究人员的名义联系,在过去20年里,有可能从行政队列中建立四个从摇篮到坟墓的数据集:1858年至1900年在慈善医院出生的贫穷白人婴儿;1855年至1988年的维多利亚土著居民;1818年至1853年被运送到范迪门斯之地的囚犯,以及从维多利亚州出发参加第一次世界大战的军人。从政府档案到历史报纸,丰富的数字化历史资料使人口统计学的实践成为可能,具有广泛的变量,对澳大利亚的人口和社会历史产生了新的见解。
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引用次数: 1
Lessons Learned Developing and Using a Machine Learning Model to Automatically Transcribe 2.3 Million Handwritten Occupation Codes 开发和使用机器学习模型自动转录230万个手写职业代码
Pub Date : 2021-06-07 DOI: 10.51964/hlcs11331
Bjorn-Richard Pedersen, Einar J. Holsbø, Trygve Andersen, N. Shvetsov, J. Ravn, H. Sommerseth, L. A. Bongo
Machine learning approaches achieve high accuracy for text recognition and are therefore increasingly used for the transcription of handwritten historical sources. However, using machine learning in production requires a streamlined end-to-end pipeline that scales to the dataset size and a model that achieves high accuracy with few manual transcriptions. The correctness of the model results must also be verified. This paper describes our lessons learned developing, tuning and using the Occode end-to-end machine learning pipeline for transcribing 2.3 million handwritten occupation codes from the Norwegian 1950 population census. We achieve an accuracy of 97% for the automatically transcribed codes, and we send 3% of the codes for manual verification . We verify that the occupation code distribution found in our results matches the distribution found in our training data, which should be representative for the census as a whole. We believe our approach and lessons learned may be useful for other transcription projects that plan to use machine learning in production. The source code is available at https://github.com/uit-hdl/rhd-codes.
机器学习方法实现了文本识别的高精度,因此越来越多地用于手写历史来源的转录。然而,在生产中使用机器学习需要一个精简的端到端管道,该管道可扩展到数据集大小,并且需要一个通过少量手动转录实现高精度的模型。模型结果的正确性也必须得到验证。本文描述了我们开发,调优和使用Occode端到端机器学习管道的经验教训,用于转录挪威1950年人口普查中的230万个手写职业代码。我们对自动转录的代码实现了97%的准确率,我们发送了3%的代码进行手动验证。我们验证在我们的结果中发现的职业代码分布与在我们的训练数据中发现的分布相匹配,这应该是人口普查作为一个整体的代表性。我们相信我们的方法和经验教训可能对计划在生产中使用机器学习的其他转录项目有用。源代码可从https://github.com/uit-hdl/rhd-codes获得。
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引用次数: 4
Surviving in Overijssel. An Analysis of Life Expectancy, 1812–1912. 在Overijssel幸存。《预期寿命分析》,1812-1912年。
Pub Date : 2021-03-31 DOI: 10.51964/HLCS9586
Sander Wennemers, H. Bras
The rise in life expectancy is one of the main processes of social change in the 19th century. In the Netherlands, regional differences in life expectancy, and their development, were huge. Therefore, studies on average life expectancy or studies, which examine the whole of the Netherlands do not fully capture the differential determinants of this process. This study focuses on social, economic, and geographic differences in life expectancy in 19th-century Overijssel using the Historical Sample of the Netherlands (HSN). Exploiting Cox regression, the influence of several factors on life expectancy are investigated. The article shows that birth cohort, urbanisation, and gender had an important relation with life expectancy in 19th-century Overijssel, while industrialisation, religion, and inheritance customs were not associated with age at death.
预期寿命的提高是19世纪社会变革的主要过程之一。在荷兰,预期寿命及其发展方面的区域差异是巨大的。因此,对平均预期寿命的研究或对整个荷兰进行的研究并没有完全捕捉到这一过程的不同决定因素。这项研究使用荷兰历史样本(HSN),重点研究了19世纪奥弗里塞尔预期寿命的社会、经济和地理差异。利用Cox回归,研究了几个因素对预期寿命的影响。文章表明,在19世纪的Overijssel,出生队列、城市化和性别与预期寿命有重要关系,而工业化、宗教和继承习俗与死亡年龄无关。
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引用次数: 1
Medicalisation of Birth in Transylvania in the Second Half of the 19th Century. A Subject to be Investigated 19世纪下半叶特兰西瓦尼亚出生的医学化。待调查对象
Pub Date : 2021-03-31 DOI: 10.51964/HLCS9574
Luminița Dumănescu, Ioan Bolovan
The role played by midwives during modernity deserves increased attention. Ethnic and confessional minorities often displayed starkly different patterns in the selection of these instrumental figures. More than that, the differences between the official reports and the community behavior recorded at ground level suggest a major gap between theory and practice. In theory, the province of Transylvania was well provided with medical care, midwives included. Data collected into the Historical Population Database of Transylvania reveals the fact that most women were assisted at birth by handywomen, the traditional, unskilled midwives. A research tool like a historical population database could help the scholars to address the issue of birth medicalisation, starting from the main research question: can we discuss the medicalisation of birth given that more than half of the women assisted in the delivery of just one child?
助产士在现代社会中所扮演的角色值得更多关注。少数民族和宗教少数群体在选择这些工具人物时往往表现出截然不同的模式。更重要的是,官方报告和基层记录的社区行为之间的差异表明,理论和实践之间存在重大差距。理论上,特兰西瓦尼亚省得到了包括助产士在内的良好医疗服务。特兰西瓦尼亚历史人口数据库收集的数据显示,大多数妇女在分娩时都由传统的、不熟练的助产士帮助。像历史人口数据库这样的研究工具可以帮助学者们解决出生医学化问题,从主要的研究问题开始:考虑到超过一半的女性只帮助生了一个孩子,我们能讨论出生医学化吗?
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引用次数: 2
Retirement, Home Care and the Importance of Gender 退休、居家照顾和性别的重要性
Pub Date : 2021-03-31 DOI: 10.51964/HLCS9589
A. Brändström, Glenn Sandström
In recent decades elderly care policies in Sweden have been characterized by a marked shift from institutional care to home care. Previous research has highlighted how this has resulted in the elderly receiving care at a higher age and increased reliance on family and kin for providing care. Using register data for the entire Swedish population aged 65+ in 2016, we analyze how home care services in contemporary Sweden distribute regarding individual-level factors such as gender, health status, living arrangements, and closeness to kin. By far, the most critical determinants of receiving home care are age, health status, and whether the elderly are living alone or not. Although our results do not discard that access to kin have become more important, our results show that childlessness and geographical proximity to adult children play a minor role for differentials in the reception of home care. The main conduit for informal care instead takes the form of spousal support. Gender plays a role in how living arrangements influence the probability of receiving home care, where cohabiting women are significantly more likely to receive care than cohabiting men. We interpret this as a result of women, on average, being younger than their male partners and more easily adopting caregivers' roles. This gendered pattern is potentially explained by the persistence of more traditional gender roles prevailing in older cohorts.
近几十年来,瑞典的老年人护理政策的特点是从机构护理到家庭护理的显著转变。先前的研究强调了这是如何导致老年人在更大的年龄接受照顾,并增加了对家庭和亲属提供照顾的依赖。使用2016年全瑞典65岁以上人口的登记数据,我们分析了当代瑞典家庭护理服务在性别、健康状况、生活安排和近亲关系等个人层面因素下的分布情况。到目前为止,接受家庭护理的最关键决定因素是年龄、健康状况以及老年人是否独居。虽然我们的研究结果并没有抛弃亲属关系变得更加重要,但我们的研究结果表明,无子女和与成年子女的地理位置接近在接受家庭护理的差异中起着次要作用。非正式照料的主要渠道是配偶支持。性别在生活安排如何影响接受家庭照顾的可能性方面发挥着作用,其中同居女性比同居男性更有可能接受照顾。我们将此解释为,平均而言,女性比男性伴侣年轻,更容易承担照顾者的角色。这种性别模式可能是由于在老年群体中普遍存在更传统的性别角色。
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引用次数: 1
Reconstructing a Longitudinal Dataset for Tasmania 重建塔斯马尼亚的纵向数据集
Pub Date : 2021-01-01 DOI: 10.51964/hlcs10912
Trudy Cowley, L. Frost, K. Inwood, R. Kippen, Hamish Maxwell-Stewart, Monika Schwarz, J. Shepherd, Richard Tuffin, Mark Williams, John Wilson, Paul Wilson
This article describes the formation of The Tasmanian Historical Dataset a longitudinal data resource spanning the 19th and early 20th century. This resource contains over 1.6 million records drawn from digitised prison and hospital admission registers, military enlistment papers, births, deaths and marriages, census and muster records, arrival and departure lists, bank accounts and property valuations, maps and plans and meteorological observations. As well as providing an account of the many different sources that have been digitised coded and linked as part of this initiative, the article outlines current and past research uses to which this data has been put. Further information on tables and key variables is provided in an appendix.
本文描述了塔斯马尼亚历史数据集的形成,这是一个跨越19世纪和20世纪初的纵向数据资源。该资源包含160多万份记录,这些记录来自数字化监狱和医院登记、军事入伍文件、出生、死亡和婚姻、人口普查和集合记录、抵达和离开名单、银行账户和财产估值、地图和计划以及气象观测。作为这一倡议的一部分,文章不仅提供了许多不同来源的数字编码和链接的说明,还概述了这些数据所用于的当前和过去的研究用途。附录中提供了关于表和关键变量的进一步信息。
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引用次数: 9
The 2020 IDS Release of the Antwerp COR*-Database. Evaluation, Development and Transformation of a Pre-Existing Database 2020年IDS发布安特卫普COR*数据库。已有数据库的评估、开发和转换
Pub Date : 2020-12-08 DOI: 10.51964/HLCS9301
Sam Jenkinson, Francisco Anguita, Diogo Paiva, H. Matsuo, K. Matthijs
The Antwerp COR*-IDS database 2020 is a transformed and harmonized historical demographic database in a cross-nationally comparable format designed to be open and easy to use for international researchers. The database is constructed from the 2010 release of the Antwerp COR*-historical demographic database, which was created using a letter sample of the whole district of Antwerp (Flanders, Belgium). It has a total sample size of +/- 33,000 residents of Antwerp. The sample spans nearly seven decades. The data is collected from historical records: including population registers and vital registration records covering births, marriages, in/external migrations and deaths. The database covers up to three linked generations (in some cases more), and contains micro-data on individual level life courses, and relationships deriving from addressbased household composition methods. An important characteristic is the sample's large migrant population, including the timings of their demographic events and living arrangements, whilst resident in the district of Antwerp. In addition, the sample also contains a large array of occupational level information. This paper presents the processes, methodologies and documentation regarding the evaluation and development of a pre-existing historical database. This includes the systematic evaluation of the original samples, methodologies for address based reconstructing of households, and the geocoding of a historical database which took place during the current development of this new version of the database.
安特卫普COR*-IDS数据库2020是一个经过转换和协调的历史人口数据库,采用跨国可比格式,旨在为国际研究人员开放和易于使用。该数据库是根据2010年发布的安特卫普COR*-历史人口数据库构建的,该数据库是使用安特卫普(比利时法兰德斯)整个地区的信件样本创建的。它的总样本量为+/- 33,000名安特卫普居民。样本跨度近70年。数据是从历史记录中收集的:包括人口登记和涉及出生、婚姻、境内/境外移徙和死亡的生命登记记录。该数据库涵盖多达三代相连的人(在某些情况下更多),并包含个人层面生命历程的微观数据,以及基于地址的家庭组成方法得出的关系。一个重要的特征是样本的大量移民人口,包括他们的人口统计事件和生活安排的时间,而居住在安特卫普地区。此外,样本中还包含大量的职业水平信息。本文介绍了评估和开发预先存在的历史数据库的过程、方法和文档。这包括对原始样本的系统评估,基于地址的家庭重建方法,以及在当前开发这个新版本数据库期间对历史数据库进行的地理编码。
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引用次数: 4
Historical Chinese Microdata. 40 Years of Dataset Construction by the Lee-Campbell Research Group 中国历史微数据。Lee-Campbell研究小组数据集构建的40年
Pub Date : 2020-09-10 DOI: 10.51964/HLCS9303
C. Campbell, James Z. Lee
The Lee-Campbell Group has spent forty years constructing and analysing individual-level datasets based largely on Chinese archival materials to produce a scholarship of discovery. Initially, we constructed datasets for the study of Chinese demographic behaviour, households, kin networks, and socioeconomic attainment. More recently, we have turned to the construction and analysis of datasets on civil and military officials and other educational and professional elites, especially their social origins and their careers. As of July 2020, the datasets include nominative information on the behaviour and life outcomes of approximately two million individuals. This article is a retrospective on the construction of these datasets and a summary of their findings. This is the first time we have presented all our projects together and discussed them and the results of our analysis as a single integrated whole. We begin by summarizing the contents, organization, and notable features of each dataset and provide an integrated history of our data construction, starting in 1979 up to the present. We then summarize the most important results from our research on demographic behaviour, family, and household organization, and more recently inequality and stratification. We conclude with a reflection on the importance of data discovery, flexibility, interaction and collaboration to the success of our efforts.
李-坎贝尔小组花了40年的时间构建和分析个人层面的数据集,这些数据集主要基于中国的档案材料,以产生一种发现学术。首先,我们构建了用于研究中国人口行为、家庭、亲属网络和社会经济成就的数据集。最近,我们转向构建和分析文官和军事官员以及其他教育和专业精英的数据集,特别是他们的社会出身和职业。截至2020年7月,这些数据集包括约200万人的行为和生活结果的提名信息。本文回顾了这些数据集的构建,并总结了他们的发现。这是我们第一次把我们所有的项目放在一起,作为一个整体来讨论它们和我们的分析结果。我们首先总结了每个数据集的内容、组织和显著特征,并提供了从1979年至今的数据构建的综合历史。然后,我们总结了我们在人口行为、家庭和家庭组织以及最近的不平等和分层方面的研究中最重要的结果。最后,我们反思了数据发现、灵活性、互动和协作对我们努力的成功的重要性。
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引用次数: 6
Early Results From the ‘Diggers to Veterans’ Longitudinal Study of Australian Men who Served in the First World War. Short- and Long-Term Mortality of Early Enlisters 从“挖掘者到退伍军人”对第一次世界大战中服役的澳大利亚男性进行的纵向研究的早期结果。早期入伍者的短期和长期死亡率
Pub Date : 2019-05-12 DOI: 10.51964/hlcs9307
J. McCalman, R. Kippen, J. Mcmeeken, J. Hopper, M. Reade
As the world marks the centenaries of the First World War, we still know remarkably little about the life course effects of military service. This paper reports on the first iteration of a cradle-to-grave dataset of men who enlisted and served overseas in the First World War from the state of Victoria, Australia. It examines mortality during military service and in civilian life and finds that mortality in both cases was strongly correlated with individual characteristics. Tall men and young single men were more likely to die in the war. In civilian life, mortality followed closely the pattern for Australian men, and was again highly correlated with individual characteristics and social class.
在世界纪念第一次世界大战一百周年之际,我们对兵役的终身影响知之甚少。本文报道了澳大利亚维多利亚州第一次世界大战中在海外服役的男性从摇篮到坟墓的数据集的第一次迭代。它研究了服役期间和平民生活中的死亡率,发现这两种情况下的死亡率都与个人特征密切相关。高个子男人和年轻的单身男人更有可能死于战争。在平民生活中,死亡率与澳大利亚男性的模式密切相关,并再次与个人特征和社会阶层高度相关。
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引用次数: 6
期刊
Historical life course studies
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