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PHRP : Osong Public Health and Research Perspectives

OPEN ACCESS. pISSN: 2210-9099. eISSN: 2233-6052

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"spatial analysis"

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"spatial analysis"

Original Articles
A spatial analysis of the association between social vulnerability and the cumulative number of confirmed deaths from COVID-19 in United States counties through November 14, 2020
Objectives
Coronavirus disease 2019 (COVID-19) is classified as a natural hazard, and social vulnerability describes the susceptibility of social groups to potential damages from natural hazards. Therefore, the objective of this study was to examine the association between social vulnerability and the cumulative number of confirmed COVID-19 deaths (per 100,000) in 3,141 United States counties.
Methods
The cumulative number of COVID-19 deaths was obtained from USA Facts. Variables related to social vulnerability were obtained from the Centers for Disease Control and Prevention Social Vulnerability Index and the 2018 5-Year American Community Survey. Data were analyzed using spatial autoregression models.
Results
Lowest income and educational level, as well as high proportions of single parent households, mobile home residents, and people without health insurance were positively associated with a high cumulative number of COVID-19 deaths.
Conclusion
In conclusion, there are regional differences in the cumulative number of COVID-19 deaths in United States counties, which are affected by various social vulnerabilities. Hence, these findings underscore the need to take social vulnerability into account when planning interventions to reduce COVID-19 deaths.

Citations

Citations to this article as recorded by  Crossref logo
  • Patterns of Homologous Repair Deficiency and BRCA1 / 2 Testing of Ovarian and Breast Cancers: A Real-World Study of Patients in Community Health Settings in the United States
    Rayna K. Matsuno, Adrienne F.O. Williams, Connor Sweetnam, Giovanna I. Cruz, Liz M. Toland, Anna B. Berry, Monika A. Izano, Liam C. Lee, Gieira Jones, Jagadeswara R. Earla, Thomas D. Brown, Smita Kothari, Arthur Sillah
    JCO Oncology Advances.2025;[Epub]     CrossRef
  • A low-rank Bayesian approach for geoadditive modeling
    Bryan Sumalinab, Oswaldo Gressani, Niel Hens, Christel Faes
    Spatial Statistics.2025; 68: 100907.     CrossRef
  • A retrospective assessment of COVID-19 vulnerability index indicators and mortality rates pre-COVID-19 (2018–2020) and during COVID-19 (2020–2022) in a health and demographic surveillance site, Soweto, South Africa
    Takwanisa Machemedze, Chodziwadziwa Whiteson Kabudula, Jean Juste Harrisson Bashingwa, Beth A. Tippett Barr, Nellie Myburgh, Sana Mahtab, Cleopas Hwinya, Stephen Tollman, Ziyaad Dangor, Shabir A. Madhi
    Population Health Metrics.2025;[Epub]     CrossRef
  • The Role of Testing and Vaccination in Mediating Social Vulnerability and COVID-19 Prevalence in Southern Nevada
    Andrea Lopez, Lung-Chang Chien, L.-W. Antony Chen, Courtney Coughenour, Erika Marquez, Szu-Ping Lee
    International Journal of Environmental Research an.2025; 22(7): 980.     CrossRef
  • Ecological comparison of six countries in two waves of COVID-19
    Meiheng Liu, Leiyu Shi, Manfei Yang, Jun Jiao, Junyan Yang, Mengyuan Ma, Wanzhen Xie, Gang Sun
    Frontiers in Public Health.2024;[Epub]     CrossRef
  • Social vulnerability and COVID-19 in Maringá, Brazil
    Matheus Pereira Libório, Oseias da Silva Martinuci, Patrícia Bernardes, Natália Cristina Alves Caetano Chav Krohling, Guilherme Castro, Henrique Leonardo Guerra, Eduardo Alcantara Ribeiro, Udelysses Janete Veltrini Fonzar, Ícaro da Costa Francisco
    Spatial Information Research.2023; 31(1): 51.     CrossRef
  • A county-level analysis of association between social vulnerability and COVID-19 cases in Khuzestan Province, Iran
    Mahmoud Arvin, Shahram Bazrafkan, Parisa Beiki, Ayyoob Sharifi
    International Journal of Disaster Risk Reduction.2023; 84: 103495.     CrossRef
  • Global mapping of epidemic risk assessment toolkits: A scoping review for COVID-19 and future epidemics preparedness implications
    Bach Xuan Tran, Long Hoang Nguyen, Linh Phuong Doan, Tham Thi Nguyen, Giang Thu Vu, Hoa Thi Do, Huong Thi Le, Carl A. Latkin, Cyrus S. H. Ho, Roger C. M. Ho, Md Nazirul Islam Sarker
    PLOS ONE.2022; 17(9): e0272037.     CrossRef
  • COVID-19 mortality and deprivation: pandemic, syndemic, and endemic health inequalities
    Victoria J McGowan, Clare Bambra
    The Lancet Public Health.2022; 7(11): e966.     CrossRef
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Spatial Distribution Analysis of Scrub Typhus in Korea
Hong Sung Jin, Chaeshin Chu, Dong Yeob Han
Osong Public Health Res Perspect 2013;4(1):4-15.
Published online February 28, 2013
DOI: https://doi.org/10.1016/j.phrp.2012.12.007
Objective
This study analyzes the spatial distribution of scrub typhus in Korea.
Methods
A spatial distribution of <i>Orientia tsutsugamushi</i> occurrence using a geographic information system (GIS) is presented, and analyzed by means of spatial clustering and correlations.
Results
The provinces of Gangwon-do and Gyeongsangbuk-do show a low incidence throughout the year. Some districts have almost identical environmental conditions of scrub typhus incidence. The land use change of districts does not directly affect the incidence rate.
Conclusion
GIS analysis shows the spatial characteristics of scrub typhus. This research can be used to construct a spatial-temporal model to understand the epidemic tsutsugamushi.

Citations

Citations to this article as recorded by  Crossref logo
  • Detection and molecular identification of scrub typhus vectors and pathogens from rice field rats, a traditional food item of Mizo tribes in Mizoram, Northeast India
    Hun Ropuia, Van Ramliana, Lalfakzuala Pautu, Gabriel Rosangkima, Ralte Vanlalawmpuii, Zo Ramdinthara
    BMC Veterinary Research.2025;[Epub]     CrossRef
  • Epidemiological Characteristics and Spatiotemporal Cluster Analysis of Scrub Typhus — China, 2006–2023
    Yao Qin, Shijian Zhou, Qi Wang, Huijie Qin, Junyuan Chen, Sihan Li, Yanping Zhang, Qiulan Chen
    China CDC Weekly.2025; 7(26): 882.     CrossRef
  • Distribution and Risk Factors of Scrub Typhus in South Korea, From 2013 to 2019: Bayesian Spatiotemporal Analysis
    Jeehyun Kim, Penelope Vounatsou, Byung Chul Chun
    JMIR Public Health and Surveillance.2025; 11: e68437.     CrossRef
  • Environmental Conditions and Mite Vectors Shape the Spatiotemporal Patterns of Scrub Typhus in Guangdong Province, Mainland China
    Peiwei Fan, Tian Ma, Ze Meng, Fangyu Ding, Shuai Chen, Mengmeng Hao, Jiaqi Li, Jun Zhuo, Jiping Dong, Wenqi Xie, Qian Wang, Tingting Kang, Kai Sun, Genan Wu, Yongqing Bai, Canjun Zheng, Dong Jiang
    Tropical Medicine and Infectious Disease.2025; 10(11): 326.     CrossRef
  • Identification of Bacteria and Viruses Associated with Patients with Acute Febrile Illness in Khon Kaen Province, Thailand
    Rungrat Jitvaropas, Vorthon Sawaswong, Yong Poovorawan, Nutthanun Auysawasdi, Viboonsak Vuthitanachot, Sirima Wongwairot, Wuttikon Rodkvamtook, Erica Lindroth, Sunchai Payungporn, Piyada Linsuwanon
    Viruses.2024; 16(4): 630.     CrossRef
  • Emergence of “Urban Scrub Typhus” during Monsoon Season in an Urban Pocket and Biodiversity Hotspot of New Delhi, India
    Inam Danish Khan, Pradeep Bahal, Bhagwat Singh, Pallawi Priya, Rahul Pandey, Anuradha Makkar, Ashok Kumar Jindal
    Journal of Marine Medical Society.2022; 24(2): 124.     CrossRef
  • Scrub typhus and antibiotic-resistant Orientia tsutsugamushi
    Chin-Te Lu, Lih-Shinn Wang, Po-Ren Hsueh
    Expert Review of Anti-infective Therapy.2021; 19(12): 1519.     CrossRef
  • Three‐year surveillance (2016–2018) of chigger mites vector for tsutsugamushi disease in the Hwaseong‐Si area of Gyeonggi‐Do, Republic of Korea
    Hojong Jun, Seung Jegal, Myung‐Deok Kim‐Jeon, Jong Yul Roh, Wook‐Gyo Lee, Seo Hye Park, Seong Kyu Ahn, Jinyoung Lee, Young Woo Gong, Mun Ju Kwon, Young Yil Bahk, Tong‐Soo Kim
    Entomological Research.2020; 50(2): 63.     CrossRef
  • Surveillance of Chigger Mite Vectors for Tsutsugamushi Disease in the Hwaseong Area, Gyeonggi-do, Republic of Korea, 2015
    Young Yil Bahk, Hojong Jun, Seo Hye Park, Haneul Jung, Seung Jegal, Myung-Deok Kim-Jeon, Jong Yul Roh, Wook-Gyo Lee, Seong Kyu Ahn, Jinyoung Lee, Kwangsig Joo, Young Woo Gong, Mun Ju Kwon, Tong-Soo Kim
    The Korean Journal of Parasitology.2020; 58(3): 301.     CrossRef
  • Scrub Typhus in a Tertiary Care Hospital in Visakhapatnam
    Vandana Shankar, Mandarapu Roopalatha, Sudha Lakshmi
    Journal of Evolution of Medical and Dental Science.2019; 8(40): 3028.     CrossRef
  • Imported scrub typhus: first case in South America and review of the literature
    Thomas Weitzel, Mabel Aylwin, Constanza Martínez-Valdebenito, Ju Jiang, Jose Manuel Munita, Luis Thompson, Katia Abarca, Allen L. Richards
    Tropical Diseases, Travel Medicine and Vaccines.2018;[Epub]     CrossRef
  • Geographical Distribution and Seasonal Indices of Chigger Mites on Small Mammals Collected on the East Coast of the Republic of Korea
    Gab-Man Park, Ho-Sung Shin
    Journal of Parasitology.2016; 102(2): 193.     CrossRef
  • Severe Fever with Thrombocytopenia Syndrome in South Korea, 2013-2015
    Seong Jin Choi, Sang-Won Park, In-Gyu Bae, Sung-Han Kim, Seong Yeol Ryu, Hyun Ah Kim, Hee-Chang Jang, Jian Hur, Jae-Bum Jun, Younghee Jung, Hyun-Ha Chang, Young Keun Kim, Jongyoun Yi, Kye-Hyung Kim, Jeong-Hwan Hwang, Yeon-Sook Kim, Hye Won Jeong, Kyoung-H
    PLOS Neglected Tropical Diseases.2016; 10(12): e0005264.     CrossRef
  • Urbanization of Scrub Typhus Disease in South Korea
    Sang-Won Park, Na-Young Ha, Boyeong Ryu, Ji Hwan Bang, Hoyeon Song, Yuri Kim, Gwanghun Kim, Myoung-don Oh, Nam-Hyuk Cho, Jong-koo Lee, Darren J. Gray
    PLOS Neglected Tropical Diseases.2015; 9(5): e0003814.     CrossRef
  • Seroconversions to Rickettsiae in US Military Personnel in South Korea
    Ju Jiang, Todd E. Myers, Patrick J. Rozmajzl, Paul C.F. Graf, Jean-Paul Chretien, Joel C. Gaydos, Allen L. Richards
    Emerging Infectious Diseases.2015; 21(6): 1073.     CrossRef
  • Scrub Typhus Incidence Modeling with Meteorological Factors in South Korea
    Jaewon Kwak, Soojun Kim, Gilho Kim, Vijay Singh, Seungjin Hong, Hung Kim
    International Journal of Environmental Research an.2015; 12(7): 7254.     CrossRef
  • Predictors of scrub typhus: a study from a tertiary care center
    Vijay Kumar Agarwal, Gangireddy Krishna Mohan Reddy, Malla Rama Krishna, Garalapati Ramareddy, Prusti Saroj, Venkata Chandra Sekher Srinivasarao Bandaru
    Asian Pacific Journal of Tropical Disease.2014; 4: S666.     CrossRef
  • The Geographical and Economical Impact of Scrub Typus, the Fastest-growing Vector-borne Disease in Korea
    Hae-Wol Cho, Chaeshin Chu
    Osong Public Health and Research Perspectives.2013; 4(1): 1.     CrossRef
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