利用移动运营商数据估算乌克兰人口的方法

Q4 Mathematics
V. Sarioglo, Maryna Ogay
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引用次数: 1

摘要

过去十年来,估计乌克兰人口的规模和居住地一直是该国的问题,这与缺乏2010年人口普查数据、大规模的内外劳动力迁移过程以及俄罗斯从2014年开始对乌克兰的武装侵略有关。2022年2月24日开始的俄罗斯对乌克兰的全面战争大大加剧了这种本已不利的局势。在战争环境下,进行统计调查,特别是人口调查是不可能的。因此,利用现有来源的数据,特别是移动运营商关于用户数量、位置和流动性的数据,开发有效的方法来估计人口规模的任务变得更加紧迫。这篇文章重点介绍了一项关于使用移动运营商数据、行政登记册数据的研究结果,以及一项关于为估计人口而使用移动通信的特别人口抽样调查的结果。它还提供了对整个乌克兰和特定地区人口规模的实验计算结果。此外,该研究显示,与官方估计的41940.7万人不同,2019年11月乌克兰的人口规模可能约为37289.4万人。所开发的方法可用于估计在冲突期间或由于环境灾害或军事冲突导致的重大人口流动期间乌克兰人口的数量和位置。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Approach to population estimation in Ukraine using mobile operators’ data
Estimating the size and places of residence of the population of Ukraine has been this country’s problem for the past decade, and is related to the lack of census data for the 2010 round, large-scale processes of external and internal labour migration, and Russia's armed aggression against Ukraine that started in 2014. This already disadvantageous situation has been significantly exacerbated by Russia’s full-scale war against Ukraine which began on 24th February 2022. Conducting statistical surveys, especially surveys regarding the population, turned out to impossible under war circumstances. Therefore, the task of developing effective approaches to estimating the population size using data from existing sources, in particular the data of mobile operators regarding the number, location and mobility of subscribers, has become even more pressing. The article highlights the results of a study on the use of data from mobile operators, data from administrative registers, and the results of a special population sample survey on the use of mobile communication for the purpose of estimating the population. It also provides the results of experimental calculations of the population size in Ukraine as a whole and in particular regions. The study moreover showed that the size of Ukraine’s population in November 2019, unlike the official estimate of 41,940.7 thousand people, was probably about 37,289.4 thousand people. The developed approaches can be used to estimate the number and location of the population of Ukraine during the intercensal period or significant population movements due to environmental disasters or military conflicts.
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来源期刊
Statistics in Transition
Statistics in Transition Decision Sciences-Statistics, Probability and Uncertainty
CiteScore
1.00
自引率
0.00%
发文量
0
审稿时长
9 weeks
期刊介绍: Statistics in Transition (SiT) is an international journal published jointly by the Polish Statistical Association (PTS) and the Central Statistical Office of Poland (CSO/GUS), which sponsors this publication. Launched in 1993, it was issued twice a year until 2006; since then it appears - under a slightly changed title, Statistics in Transition new series - three times a year; and after 2013 as a regular quarterly journal." The journal provides a forum for exchange of ideas and experience amongst members of international community of statisticians, data producers and users, including researchers, teachers, policy makers and the general public. Its initially dominating focus on statistical issues pertinent to transition from centrally planned to a market-oriented economy has gradually been extended to embracing statistical problems related to development and modernization of the system of public (official) statistics, in general.
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