Impact of COVID-19 vaccination rates and public measures on case rates at the provincial level, Thailand, 2021: Spatial panel model analyses

The coronavirus disease of 2019 (COVID-19) was a pandemic that caused high morbidity and mortality worldwide. The COVID-19 vaccine was expected to be a game-changer for the pandemic. This study aimed to describe the characteristics of COVID-19 cases and vaccination in Thailand during 2021. An associ...

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Published inTropical medicine and infectious disease Vol. 8; no. 6; pp. 1 - 10
Main Authors Jitpeera, Charuttaporn, Wongsanuphat, Suphanat, Thammawijaya, Panithee, Sonthichai, Chaninan, Iamsirithaworn, Sopon, McNabb, Scott J N
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LanguageEnglish
Published Basel, Switzerland MDPI 01.06.2023
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Abstract The coronavirus disease of 2019 (COVID-19) was a pandemic that caused high morbidity and mortality worldwide. The COVID-19 vaccine was expected to be a game-changer for the pandemic. This study aimed to describe the characteristics of COVID-19 cases and vaccination in Thailand during 2021. An association between vaccination and case rates was estimated with potential confounders at ecological levels (color zones, curfews set by provincial authorities, tourism, and migrant movements) considering time lags at two, four, six, and eight weeks after vaccination. A spatial panel model for bivariate data was used to explore the relationship between case rates and each variable and included only a two-week lag after vaccination for each variable in the multivariate analyses. In 2021, Thailand had 1,965,023 cumulative cases and 45,788,315 total administered first vaccination doses (63.60%). High cases and vaccination rates were found among 31-45-year-olds. Vaccination rates had a slightly positive association with case rates due to the allocation of hot-spot pandemic areas in the early period. The proportion of migrants and color zones measured had positive associations with case rates at the provincial level. The proportion of tourists had a negative association. Vaccinations should be provided to migrants, and collaboration between tourism and public health should prepare for the new era of tourism.
AbstractList The coronavirus disease of 2019 (COVID-19) was a pandemic that caused high morbidity and mortality worldwide. The COVID-19 vaccine was expected to be a game-changer for the pandemic. This study aimed to describe the characteristics of COVID-19 cases and vaccination in Thailand during 2021. An association between vaccination and case rates was estimated with potential confounders at ecological levels (color zones, curfews set by provincial authorities, tourism, and migrant movements) considering time lags at two, four, six, and eight weeks after vaccination. A spatial panel model for bivariate data was used to explore the relationship between case rates and each variable and included only a two-week lag after vaccination for each variable in the multivariate analyses. In 2021, Thailand had 1,965,023 cumulative cases and 45,788,315 total administered first vaccination doses (63.60%). High cases and vaccination rates were found among 31–45-year-olds. Vaccination rates had a slightly positive association with case rates due to the allocation of hot-spot pandemic areas in the early period. The proportion of migrants and color zones measured had positive associations with case rates at the provincial level. The proportion of tourists had a negative association. Vaccinations should be provided to migrants, and collaboration between tourism and public health should prepare for the new era of tourism.
Audience Academic
Author Charuttaporn Jitpeera
Scott JN McNabb
Sopon Iamsirithaworn
Chaninan Sonthichai
Panithee Thammawijaya
Suphanat Wongsanuphat
AuthorAffiliation 2 Vaccine Preventable Diseases Unit, Division of Communicable Diseases, Department of Disease Control, Ministry of Public Health, Nonthaburi 11000, Thailand; chaninan33@yahoo.com
4 Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, GA 30329, USA; scottjnmcnabb@emory.edu
1 Division of Epidemiology, Department of Disease Control, Ministry of Public Health, Nonthaburi 11000, Thailand; suphanat.wong@gmail.com (S.W.); viewfetp@gmail.com (P.T.)
3 Deputy Director General of the Department of Disease Control, Ministry of Public Health, Nonthaburi 11000, Thailand; iamsiri@gmail.com
AuthorAffiliation_xml – name: 1 Division of Epidemiology, Department of Disease Control, Ministry of Public Health, Nonthaburi 11000, Thailand; suphanat.wong@gmail.com (S.W.); viewfetp@gmail.com (P.T.)
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– name: 2 Vaccine Preventable Diseases Unit, Division of Communicable Diseases, Department of Disease Control, Ministry of Public Health, Nonthaburi 11000, Thailand; chaninan33@yahoo.com
– name: 3 Deputy Director General of the Department of Disease Control, Ministry of Public Health, Nonthaburi 11000, Thailand; iamsiri@gmail.com
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Issue 6
Keywords COVID-19 vaccination
Thailand
spatial analysis
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Snippet The coronavirus disease of 2019 (COVID-19) was a pandemic that caused high morbidity and mortality worldwide. The COVID-19 vaccine was expected to be a...
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StartPage 1
SubjectTerms Analysis
Coronaviruses
COVID-19 (Disease)
COVID-19 vaccination
COVID-19 vaccines
Curfews
Data analysis
Diagnostic use
Disease control
Disease transmission
Gender
Health aspects
Immunization
Mortality
Pandemics
Polymerase chain reaction
Public health
Quarantine
Severe acute respiratory syndrome coronavirus 2
spatial analysis
Statistical significance
Thailand
Travel
Travel industry
Treatment
Vaccination
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Title Impact of COVID-19 vaccination rates and public measures on case rates at the provincial level, Thailand, 2021: Spatial panel model analyses
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