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Thaicharoen S, Meunrat S, Leng-ee W, Koyadun S, Ronnasiri N, Iamsirithaworn S, Chaifoo W, Tulalamba W, Viprakasit V. How Thailand's tourism industry coped with COVID-19 pandemics: a lesson from the pilot Phuket Tourism Sandbox project. J Travel Med 2023; 30:taac151. [PMID: 36562385 PMCID: PMC10481414 DOI: 10.1093/jtm/taac151] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/06/2022] [Revised: 12/07/2022] [Accepted: 12/08/2022] [Indexed: 12/24/2022]
Abstract
The Phuket Sandbox project was initiated by collaboration between the central government and support from locals to allow travellers entering Phuket while the country remained in lockdown stage. This initiative has been successful and several lessons could be learned from this once in the history of mankind event.
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Affiliation(s)
- Siriluck Thaicharoen
- Office of Disease Prevention and Control Region 11, Department of Disease Control, Ministry of Public Health, Nakhon Si Thammarat 80000, Thailand
| | - Sukanda Meunrat
- Office of Disease Prevention and Control Region 11, Department of Disease Control, Ministry of Public Health, Nakhon Si Thammarat 80000, Thailand
| | - Wipawadee Leng-ee
- Office of Disease Prevention and Control Region 11, Department of Disease Control, Ministry of Public Health, Nakhon Si Thammarat 80000, Thailand
| | - Surachart Koyadun
- Office of Disease Prevention and Control Region 11, Department of Disease Control, Ministry of Public Health, Nakhon Si Thammarat 80000, Thailand
| | - Nanthasiri Ronnasiri
- Tourism Authority of Thailand (Phuket office), Ministry of Tourism and Sports, Phuket 83000, Thailand
| | - Sopon Iamsirithaworn
- Department of Disease Control, Ministry of Public Health, Nonthaburi 11000, Thailand
| | - Walairat Chaifoo
- Office of the Senior Expert Committee, Department of Disease Control, Ministry of Public Health, Nonthaburi 11000, Thailand
| | - Warut Tulalamba
- Department of Research, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok 10700, Thailand
- Thalassemia Center, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok 10700, Thailand
| | - Vip Viprakasit
- Thalassemia Center, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok 10700, Thailand
- Division of Hematology/Oncology, Department of Pediatrics, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok 10700, Thailand
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Lerdsuwansri R, Sangnawakij P, Böhning D, Sansilapin C, Chaifoo W, Polonsky JA, Del Rio Vilas VJ. Sensitivity of contact-tracing for COVID-19 in Thailand: a capture-recapture application. BMC Infect Dis 2022; 22:101. [PMID: 35093019 PMCID: PMC8799986 DOI: 10.1186/s12879-022-07046-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2021] [Accepted: 01/11/2022] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND We investigate the completeness of contact tracing for COVID-19 during the first wave of the COVID-19 pandemic in Thailand, from early January 2020 to 30 June 2020. METHODS Uni-list capture-recapture models were applied to the frequency distributions of index cases to inform two questions: (1) the unobserved number of index cases with contacts, and (2) the unobserved number of index cases with secondary cases among their contacts. RESULTS Generalized linear models (using Poisson and logistic families) did not return any significant predictor (age, sex, nationality, number of contacts per case) on the risk of transmission and hence capture-recapture models did not adjust for observed heterogeneity. Best fitting models, a zero truncated negative binomial for question 1 and zero-truncated Poisson for question 2, returned sensitivity estimates for contact tracing performance of 77.6% (95% CI = 73.75-81.54%) and 67.6% (95% CI = 53.84-81.38%), respectively. A zero-inflated negative binomial model on the distribution of index cases with secondary cases allowed the estimation of the effective reproduction number at 0.14 (95% CI = 0.09-0.22), and the overdispersion parameter at 0.1. CONCLUSION Completeness of COVID-19 contact tracing in Thailand during the first wave appeared moderate, with around 67% of infectious transmission chains detected. Overdispersion was present suggesting that most of the index cases did not result in infectious transmission chains and the majority of transmission events stemmed from a small proportion of index cases.
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Affiliation(s)
- R Lerdsuwansri
- Department of Mathematics and Statistics, Faculty of Science and Technology, Thammasat University, Pathum Thani, Thailand.
| | - P Sangnawakij
- Department of Mathematics and Statistics, Faculty of Science and Technology, Thammasat University, Pathum Thani, Thailand
| | - D Böhning
- Southampton Statistical Sciences Research Institute and Mathematical Sciences, University of Southampton, Southampton, UK
| | - C Sansilapin
- Department of Disease Control, Ministry of Public Health, Nonthaburi, Thailand
| | - W Chaifoo
- Department of Disease Control, Ministry of Public Health, Nonthaburi, Thailand
| | | | - Victor J Del Rio Vilas
- World Health Organization, World Health Emergencies, South East Asia Regional Office, New Delhi, India
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Buathong R, Chaifoo W, Iamsirithaworn S, Wacharapluesadee S, Joyjinda Y, Rodpan A, Ampoot W, Putcharoen O, Paitoonpong L, Suwanpimolkul G, Jantarabenjakul W, Petcharat S, Bunprakob S, Ghai S, Prasithsirikul W, Mungaomklang A, Plipat T, Hemachudha T. Multiple clades of SARS-CoV-2 were introduced to Thailand during the first quarter of 2020. Microbiol Immunol 2021; 65:405-409. [PMID: 33835528 PMCID: PMC8251142 DOI: 10.1111/1348-0421.12883] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2020] [Revised: 04/06/2021] [Accepted: 04/07/2021] [Indexed: 11/30/2022]
Abstract
In early January 2020, Thailand became the first country where a coronavirus disease 2019 (COVID‐19) patient was identified outside China. In this study, 23 whole genomes of severe acute respiratory syndrome coronavirus 2 (SARS‐CoV‐2) from patients who were hospitalized from January to March 2020 were analyzed, along with their travel histories. Six lineages were identified including A, A.6, B, B.1, B.1.8, and B.58, among which lineage A.6 was dominant. Seven patients were from China who traveled to Thailand in January and early February. Five of them were infected with the B lineage virus, and the other two cases were infected with different lineages including A and A.6. These findings present clear evidence of the early introduction of diverse SARS‐CoV‐2 clades in Thailand.
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Affiliation(s)
- Rome Buathong
- Department of Disease Control, Ministry of Public Health, Nonthaburi, Thailand
| | - Walairat Chaifoo
- Department of Disease Control, Ministry of Public Health, Nonthaburi, Thailand
| | | | - Supaporn Wacharapluesadee
- Thai Red Cross Emerging Infectious Diseases Health Science Centre, World Health Organization Collaborating Centre for Research and Training on Viral Zoonoses, King Chulalongkorn Memorial Hospital, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Yutthana Joyjinda
- Thai Red Cross Emerging Infectious Diseases Health Science Centre, World Health Organization Collaborating Centre for Research and Training on Viral Zoonoses, King Chulalongkorn Memorial Hospital, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Apaporn Rodpan
- Thai Red Cross Emerging Infectious Diseases Health Science Centre, World Health Organization Collaborating Centre for Research and Training on Viral Zoonoses, King Chulalongkorn Memorial Hospital, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand.,Program in Biotechnology, Faculty of Science, Chulalongkorn University, Bangkok, Thailand
| | - Weenassarin Ampoot
- Thai Red Cross Emerging Infectious Diseases Health Science Centre, World Health Organization Collaborating Centre for Research and Training on Viral Zoonoses, King Chulalongkorn Memorial Hospital, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Opass Putcharoen
- Thai Red Cross Emerging Infectious Diseases Clinical Centre, King Chulalongkorn Memorial Hospital, Department of Medicine, Division of Infectious Diseases, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Leilani Paitoonpong
- Thai Red Cross Emerging Infectious Diseases Clinical Centre, King Chulalongkorn Memorial Hospital, Department of Medicine, Division of Infectious Diseases, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Gompol Suwanpimolkul
- Thai Red Cross Emerging Infectious Diseases Clinical Centre, King Chulalongkorn Memorial Hospital, Department of Medicine, Division of Infectious Diseases, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Watsamon Jantarabenjakul
- Thai Red Cross Emerging Infectious Diseases Clinical Centre, King Chulalongkorn Memorial Hospital, Department of Pediatrics, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Sininat Petcharat
- Thai Red Cross Emerging Infectious Diseases Health Science Centre, World Health Organization Collaborating Centre for Research and Training on Viral Zoonoses, King Chulalongkorn Memorial Hospital, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Saowalak Bunprakob
- Thai Red Cross Emerging Infectious Diseases Health Science Centre, World Health Organization Collaborating Centre for Research and Training on Viral Zoonoses, King Chulalongkorn Memorial Hospital, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Siriporn Ghai
- Thai Red Cross Emerging Infectious Diseases Health Science Centre, World Health Organization Collaborating Centre for Research and Training on Viral Zoonoses, King Chulalongkorn Memorial Hospital, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Wisit Prasithsirikul
- Bamrasnaradura Infectious Disease Institute, Department of Disease Control, Ministry of Public Health, Nonthaburi, Thailand
| | - Anek Mungaomklang
- Institute for Urban Disease Control and Prevention, Department of Disease Control, Ministry of Public Health, Nonthaburi, Thailand
| | - Tanarak Plipat
- Department of Disease Control, Ministry of Public Health, Nonthaburi, Thailand
| | - Thiravat Hemachudha
- Department of Disease Control, Ministry of Public Health, Nonthaburi, Thailand
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Wacharapluesadee S, Buathong R, Iamsirithawon S, Chaifoo W, Ponpinit T, Ruchisrisarod C, Sonpee C, Katasrila P, Yomrat S, Ghai S, Sirivichayakul S, Okada P, Mekha N, Karnkawinpong O, Uttayamakul S, Vachiraphan A, Plipat T, Hemachudha T. Identification of a Novel Pathogen Using Family-Wide PCR: Initial Confirmation of COVID-19 in Thailand. Front Public Health 2020; 8:555013. [PMID: 33134237 PMCID: PMC7579402 DOI: 10.3389/fpubh.2020.555013] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Accepted: 09/03/2020] [Indexed: 11/13/2022] Open
Abstract
In resource-limited countries, early detection of novel pathogens is often challenging, due to financial and technical constraints. This study reports the efficacy of family-wide polymerase chain reaction (PCR) in screening, detecting, and identifying initial cases of the novel SARS-CoV-2 in Thailand. Respiratory secretions were collected from suspected individuals traveling from Wuhan, China to Thailand at the beginning of January 2020. Family-wide PCR assays yielded positive results for coronavirus in one traveler within 12 h on January 8, 2020. Nucleotide sequences (290 bp) showed 100% similarity to SARS-CoV-2. The whole genome sequence was further characterized by Next Generation Sequencing (NGS) for confirmation. Combining family-wide PCR, as a rapid screening tool, with NGS, for full genome characterization, could facilitate early detection and confirmation of a novel pathogen and enable early containment of a disease outbreak.
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Affiliation(s)
- Supaporn Wacharapluesadee
- Thai Red Cross Emerging Infectious Diseases Health Science Centre, World Health Organization Collaborating Centre for Research and Training on Viral Zoonoses, King Chulalongkorn University, Pathumwan, Thailand.,Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Rome Buathong
- Department of Disease Control, Ministry of Public Health, Nonthaburi, Thailand
| | - Sopon Iamsirithawon
- Department of Disease Control, Ministry of Public Health, Nonthaburi, Thailand
| | - Walairat Chaifoo
- Department of Disease Control, Ministry of Public Health, Nonthaburi, Thailand
| | - Teerada Ponpinit
- Thai Red Cross Emerging Infectious Diseases Health Science Centre, World Health Organization Collaborating Centre for Research and Training on Viral Zoonoses, King Chulalongkorn University, Pathumwan, Thailand.,Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Chanida Ruchisrisarod
- Thai Red Cross Emerging Infectious Diseases Health Science Centre, World Health Organization Collaborating Centre for Research and Training on Viral Zoonoses, King Chulalongkorn University, Pathumwan, Thailand.,Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Chanikarn Sonpee
- Thai Red Cross Emerging Infectious Diseases Health Science Centre, World Health Organization Collaborating Centre for Research and Training on Viral Zoonoses, King Chulalongkorn University, Pathumwan, Thailand.,Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Panticha Katasrila
- Thai Red Cross Emerging Infectious Diseases Health Science Centre, World Health Organization Collaborating Centre for Research and Training on Viral Zoonoses, King Chulalongkorn University, Pathumwan, Thailand.,Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Siriporn Yomrat
- Thai Red Cross Emerging Infectious Diseases Health Science Centre, World Health Organization Collaborating Centre for Research and Training on Viral Zoonoses, King Chulalongkorn University, Pathumwan, Thailand.,Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Siriporn Ghai
- Thai Red Cross Emerging Infectious Diseases Health Science Centre, World Health Organization Collaborating Centre for Research and Training on Viral Zoonoses, King Chulalongkorn University, Pathumwan, Thailand.,Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | | | - Pilailuk Okada
- Department of Medical Sciences, Ministry of Public Health, Nonthaburi, Thailand
| | - Nanthawan Mekha
- Department of Medical Sciences, Ministry of Public Health, Nonthaburi, Thailand
| | - Opart Karnkawinpong
- Department of Medical Sciences, Ministry of Public Health, Nonthaburi, Thailand
| | - Sumonmal Uttayamakul
- Department of Disease Control, Bamrasnaradura Infectious Disease Institute, Ministry of Public Health, Nonthaburi, Thailand
| | - Apichart Vachiraphan
- Department of Disease Control, Bamrasnaradura Infectious Disease Institute, Ministry of Public Health, Nonthaburi, Thailand
| | - Tanarak Plipat
- Department of Disease Control, Ministry of Public Health, Nonthaburi, Thailand
| | - Thiravat Hemachudha
- Thai Red Cross Emerging Infectious Diseases Health Science Centre, World Health Organization Collaborating Centre for Research and Training on Viral Zoonoses, King Chulalongkorn University, Pathumwan, Thailand.,Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
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