Disease burden among Ukrainians forcibly displaced by the 2022 Russian invasion

Author:

Pandey Abhishek1,Wells Chad R.1ORCID,Stadnytskyi Valentyn2ORCID,Moghadas Seyed M.3ORCID,Marathe Madhav V.45ORCID,Sah Pratha1ORCID,Crystal William1,Meyers Lauren Ancel6,Singer Burton H.7ORCID,Nesterova Olena8,Galvani Alison P.1

Affiliation:

1. Center for Infectious Disease Modeling and Analysis, Yale School of Public Health, New Haven, CT 06520

2. The Laboratory of Chemical Physics, NIDDK, NIH, Bethesda, MD 20892

3. Agent-Based Modelling Laboratory, York University, Toronto, ON, Canada, M3J 1P3

4. Network Systems Science and Advanced Computing Division, Biocomplexity Institute, University of Virginia, Charlottesville, VA 22904

5. Department of Computer Science, University of Virginia, Charlottesville, VA, 22904

6. The University of Texas at Austin, Austin, TX 78712

7. Emerging Pathogens Institute, University of Florida, Gainesville, FL 32610

8. Ukrainian Institute for Public Health Research, Public Health Center of the Ministry of Health of Ukraine, Kyiv, Ukraine 04071

Abstract

The Russian invasion of Ukraine on February 24, 2022, has displaced more than a quarter of the population. Assessing disease burdens among displaced people is instrumental in informing global public health and humanitarian aid efforts. We estimated the disease burden in Ukrainians displaced both within Ukraine and to other countries by combining a spatiotemporal model of forcible displacement with age- and gender-specific estimates of cardiovascular disease (CVD), diabetes, cancer, HIV, and tuberculosis (TB) in each of Ukraine’s 629 raions (i.e., districts). Among displaced Ukrainians as of May 13, we estimated that more than 2.63 million have CVDs, at least 615,000 have diabetes, and over 98,500 have cancer. In addition, more than 86,000 forcibly displaced individuals are living with HIV, and approximately 13,500 have TB. We estimated that the disease prevalence among refugees was lower than the national disease prevalence before the invasion. Accounting for internal displacement and healthcare facilities impacted by the conflict, we estimated that the number of people per hospital has increased by more than two-fold in some areas. As regional healthcare systems come under increasing strain, these estimates can inform the allocation of critical resources under shifting disease burdens.

Funder

Notsew Orm Sands Foundation

Canadian Institute of Health Research, COVID-19 Rapid Research

Natural Sciences and Engineering Council of Canada, Emerging Infectious Disease Modeling

Publisher

Proceedings of the National Academy of Sciences

Subject

Multidisciplinary

Reference74 articles.

1. Ukraine refugee situation. UNHCR https://data.unhcr.org/en/situations/ukraine (cited 2022 Jul 15).

2. Ukraine: Humanitarian situation monitoring REACH; 2022 Jul [cited 2022 Jul 15] (July 2022). https://reliefweb.int/report/ukraine/ukraine-humanitarian-situation-monitoring-july-2022.

3. The Ukrainian Center for Public Data. Mortality in Ukraine 2018-2020. The Ukrainian Center for Public Data [cited 2022 Apr 1]. Available from: https://socialdata.org.ua/projects/mortality/.

4. WHO Tackling noncommunicable diseases in Ukraine 2015–2019. WHO https://www.euro.who.int/__data/assets/pdf_file/0009/425763/Tackling-noncommunicable-diseases-in-Ukraine-2015-2019.pdf (2020).

5. HIV/AIDS - adult prevalence rate. The World Factbook [cited 2022 Jul 15]. Available from: https://www.cia.gov/the-world-factbook/field/hiv-aids-adult-prevalence-rate/country-comparison.

Cited by 14 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3