- Home
- /
- Natt Leelawat
Assoc. Prof. Natt Leelawat, D.Eng.
- DRMIS Lab, 5th Floor of Engineering 4 Bldg., Room 511
- +66-2218-6824
- natt.l@chula.ac.th
Overview
Dr. Natt Leelawat is an Associate Professor in Industrial Engineering at the Faculty of Engineering, Chulalongkorn University. He is also the Assistant Dean (International Affairs) of the Faculty of Engineering and the Head of the Center of Excellence in Disaster and Risk Management Information Systems (DRMIS). He is also a lecturer in the M.Sc. Program in Risk and Disaster Management and the M.Sc. Program in Innovative Engineering for Sustainability.
Dr. Leelawat is a Guest Associate Professor (Global) at the Graduate School of System Design and Management, Keio University, Japan. Previously, Dr. Leelawat has held various positions in academia and industry, including Director of the Risk and Disaster Management Program at the Graduate School of Chulalongkorn University, Assistant Professor at Tohoku University, Japan; Research Assistant at Tokyo Institute of Technology, Japan; and System Analyst at the Bank of Thailand. He is a member of several professional organizations, including the Association for Computing Machinery, the Association for Information Systems, the Business Continuity Institute (MBCI), IEEE (Senior Member and serving as Chair of IEEE R10 SAC), the Asia Oceania Geosciences Society (serving as Regional Advisory Committee and IG Session Secretary), the Earthquake Research Center of Thailand, and Thailand Network for Disaster Resilience.
Dr. Leelawat has received numerous awards and honors for his academic contributions. He was awarded the SakIntania’s Young Lecturer Award in 2018, the Tokyo Tech Alumni Association (Thailand Chapter)’s Young Outstanding Alumni Award in 2019, and the 2022 Samsenwittayalai Outstanding Alumni Award. He was also selected by Her Royal Highness Princess Maha Chakri Sirindhorn to be a representative from Thailand to join the 6th Global Young Scientists Summit in 2018. Dr. Leelawat has received Best Paper Awards from the 6th International Conference on Sustainable Future for Human Security in 2015, the 2nd International Symposium on Instrumentation, Control, Artificial Intelligence, and Robotics in 2021, the 40th Conference of Industrial Engineering Network in 2022, the 23rd International Symposium on Communications and Information Technologies in 2024, respective. Moreover, he and his team won the JDR Award for the Most Cited Paper in 2024.
His research areas include Disaster and Risk Management, Business Continuity Management, Management Information Systems, etc.
Personal Website : https://sites.google.com/site/nattleelawat
Education
D.Eng. Industrial Engineering and Management
Tokyo Institute of Technology, Japan, 2016
M.Eng. Industrial Engineering and Management
Tokyo Institute of Technology, Japan, 2013
B.Sc. (First Class Honours) Information Technology
Sirindhorn International Institute of Technology, Thammasat University, Thailand, 2007
Expertise
Information Systems
Strategic & Risk Management
Statistics & Data Analysis
Publications
2024
Akira Kodaka, Natt Leelawat, Naohiko Kohtake
Monitoring Industrial Zone Activities Through Wavelet Analysis of Air Quality Time Series Data Conference
Institute of Electrical and Electronics Engineers Inc., 2024, ISBN: 979-835035395-2, (Cited by: 0).
@conference{Kodaka2024229,
title = {Monitoring Industrial Zone Activities Through Wavelet Analysis of Air Quality Time Series Data},
author = {Akira Kodaka and Natt Leelawat and Naohiko Kohtake},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85216562490&doi=10.1109%2fISCIT63075.2024.10793691&partnerID=40&md5=b482331d388ec7d51261718121b0a60c},
doi = {10.1109/ISCIT63075.2024.10793691},
isbn = {979-835035395-2},
year = {2024},
date = {2024-01-01},
journal = {Conference Proceeding - 23rd International Symposium on Communications and Information Technologies, ISCIT 2024},
pages = {229 – 234},
publisher = {Institute of Electrical and Electronics Engineers Inc.},
abstract = {One significant element brought about by the Busi-ness Continuity Management System (BCMS) is the operation and maintenance of processes, capabilities, and response struc-tures that allow an organization to overcome interruptions. The outbreak of COVID-19 necessitated a forced change in this system structure. In this study, Rojana Industrial Park in Phra N akhon Si Ayutthaya Province, Thailand was chosen for a study site where the authors have been conducting ongoing research, to understand changes in industrial park activities affected by the pandemic. Wavelet analysis was employed to capture the time series change patterns of atmospheric composition. This approach aims to identify the altered realities of how BCMS adapts to rapid situational changes from a new perspective which is air quality. Comparing the concentration changes of NO2 and PM2.5 between pre-pandemic 2019 and post-pandemic 2021 onward, no significant changes were observed in the relatively short-term industrial park activities ranging from a few days to a week; low coherence in high-frequent change of air quality. In contrast, significant changes were confirmed in the long-term concentration change patterns over 16 days or more; high coherence in low-frequency. This suggests that industrial park activities, including production activities and the movement of people and goods related to these activities, may have changed before and after the pandemic. © 2024 IEEE.},
note = {Cited by: 0},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
Thanachot Sae-Jia, Natt Leelawat, Jing Tang, Rie Murakami, Yuki Taoka, Eri Ota, Proadpran Punyabukkana
Institute of Electrical and Electronics Engineers Inc., 2024, ISBN: 979-835035395-2, (Cited by: 0).
@conference{Sae-Jia2024158,
title = {Realizing Global Citizen Solutions for Sustainable Development Goals: A Collaborative Engineering Course Between Thai and Japanese Students},
author = {Thanachot Sae-Jia and Natt Leelawat and Jing Tang and Rie Murakami and Yuki Taoka and Eri Ota and Proadpran Punyabukkana},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85216577660&doi=10.1109%2fISCIT63075.2024.10793683&partnerID=40&md5=dda4c0a2b94d943f9e0023656d4bab25},
doi = {10.1109/ISCIT63075.2024.10793683},
isbn = {979-835035395-2},
year = {2024},
date = {2024-01-01},
journal = {Conference Proceeding - 23rd International Symposium on Communications and Information Technologies, ISCIT 2024},
pages = {158 – 162},
publisher = {Institute of Electrical and Electronics Engineers Inc.},
abstract = {One of the problems faced by engineering and science students is focusing solely on technical knowledge while needing more cultural context. In today's interconnected world, addressing global challenges necessitates collaborative efforts from individuals across nations. Accordingly, a joint course between Chulalongkorn University in Thailand and the Tokyo Institute of Technology in Japan has been established. The recent theme of the course, 'Gamification towards Sustainable Development Goals (SDGs),' aimed to foster global citizenship and address SDGs through multicultural collaboration. This study examines the similarities and differences in problem identification between Thai and Japanese student groups participating in the course. Data was collected from discussions, presentations, and group assignments throughout the course. The findings indicate that while both groups share common concerns, such as waste management, language barriers, and transportation issues, their perspectives and proposed solutions are influenced by cultural characteristics. Thai students emphasized infrastructural inadequacies and local traditions, whereas Japanese students focused on efficiency and the impacts of tourism. The study highlights the importance of understanding cultural nuances in collaborative international projects to achieve effective and innovative solutions to global challenges. © 2024 IEEE.},
note = {Cited by: 0},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
2023
Kumpol Saengtabtim, Jing Tang, Natt Leelawat, Shinichi Egawa, Anawat Suppasri, Fumihiko Imamura
Universal health coverage mitigated COVID-19 health-related consequences in Asia Oceania Journal Article
In: International Journal of Disaster Risk Reduction, vol. 92, 2023, ISSN: 22124209, (Cited by: 6; All Open Access, Green Open Access, Hybrid Gold Open Access).
@article{Saengtabtim2023,
title = {Universal health coverage mitigated COVID-19 health-related consequences in Asia Oceania},
author = {Kumpol Saengtabtim and Jing Tang and Natt Leelawat and Shinichi Egawa and Anawat Suppasri and Fumihiko Imamura},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85159092223&doi=10.1016%2fj.ijdrr.2023.103725&partnerID=40&md5=5c6a404cee07111f081911ef93d9b2de},
doi = {10.1016/j.ijdrr.2023.103725},
issn = {22124209},
year = {2023},
date = {2023-01-01},
journal = {International Journal of Disaster Risk Reduction},
volume = {92},
publisher = {Elsevier Ltd},
abstract = {The COVID-19 pandemic has been a continual challenge since 2020, and it continues to impact people and industries as a disaster caused by a biological hazard. This study examined universal health coverage (UHC) scores in relation to the performance in combating COVID-19 in the Southeast Asian region (SEAR) and the Western Pacific region (WPR), along with the State Party Self-Assessment Annual Reporting (SPAR) index under the international health regulations (IHC). The numbers of infections and deaths per million population from December 2019 to June 2022 were used as primary outcomes to measure countries’ performance. Countries with UHC scores of 63 or higher had a significantly lower number of infected patients and deaths. In addition, several inter-capacity correlations within the SPAR capacities, including with C8 (the National Health Emergency Framework), as well as a very strong correlation to C4 (Food Safety), C5 (Laboratory), and C7 (Human Resources). Furthermore, C9 (Health Service Provisions) has a very strong correlation to C1 (Legislation and Financing), C2 (International Health Regulation Coordination and a National IHR Focal Point function), and C4 (Food Safety), suggesting that the capability to manage an emerging infectious disease form blocks of capacities. In conclusion, UHC clearly mitigated the health-related consequences of COVID-19 in South-East Asia Region (SEAR) and Western Pacific Region (WPR). Investigating the correlation between the SPAR capacities and UHC is a promising approach for future research, including the importance of the provision of health services, points of entry, and, most importantly, risk communications as critical factors for managing pandemic. This study constitutes a good opportunity to apply the SPAR index to define which capacities correlate with the outcome of the pandemic in terms of infections and deaths. © 2023 The Authors},
note = {Cited by: 6; All Open Access, Green Open Access, Hybrid Gold Open Access},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Jing Tang, Napatee Yaibuates, Theerat Tassanai, Natt Leelawat
Inter-and Intrastate Network Analysis of COVID-19 Spread Using the Social Connectedness Index Journal Article
In: Journal of Disaster Research, vol. 18, no. 1, pp. 40 – 47, 2023, ISSN: 18812473, (Cited by: 2; All Open Access, Gold Open Access).
@article{Tang202340,
title = {Inter-and Intrastate Network Analysis of COVID-19 Spread Using the Social Connectedness Index},
author = {Jing Tang and Napatee Yaibuates and Theerat Tassanai and Natt Leelawat},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85146867639&doi=10.20965%2fjdr.2023.p0040&partnerID=40&md5=b3f49abd3283e33b127b055a42887ce2},
doi = {10.20965/jdr.2023.p0040},
issn = {18812473},
year = {2023},
date = {2023-01-01},
journal = {Journal of Disaster Research},
volume = {18},
number = {1},
pages = {40 – 47},
publisher = {Fuji Technology Press},
abstract = {Since 2020, the outbreak of the coronavirus disease 2019 (COVID-19) pandemic has affected the entire world, and networks of human connections were identified as a factor that had potentially impacted the geographical spread of COVID-19. With the help of social media platforms, these networks have connected populations across the word and allowed people to view each other in close virtual proximity. Consequently, the Social Connectedness Index (SCI) is used to measure the strength of social connectivity across geographical regions through friendship ties on Facebook. The importance of social networks—and their relation to human connections—may correlate with the spread of COVID-19. Since these networks can have a potential effect on the spread of COVID-19, it is crucial to identify the factors that were associated with its spread during the pandemic. In order to analyze SCI data, a social network analysis was conducted to define the network parameters and perform calculations using graph theory. A correlation analysis was also performed to identify factors that correlated with the spread of COVID-19 cases using the data in the United States (US). Finally, the machine learning model was used to create a case prediction paradigm from the network parameters. The results showed that SCI can be used as a parameter to create a pandemic prediction model. Multiple linear regression also yielded satisfactory results that predicted the total number of positive cases measured by adjusted R2. In terms of the time frame, this study suggested that the parameters from the previous week can be used to predict the number of weekly infections. The findings showed that social networks had a greater impact on the prediction of current active cases than total positive cases. The social networks between counties within a state also held more importance than those across states. © Fuji Technology Press Ltd.},
note = {Cited by: 2; All Open Access, Gold Open Access},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Yuna Yang, Sukrit Vinayavekhin, Robert Phaal, Eoin O’sullivan, Natt Leelawat
Strategic Roadmapping Framework for Disaster Response: Case of COVID-19 Pandemic Vaccine Rollout Program in the UK Journal Article
In: Journal of Disaster Research, vol. 18, no. 1, pp. 11 – 20, 2023, ISSN: 18812473, (Cited by: 1; All Open Access, Gold Open Access).
@article{Yang202311,
title = {Strategic Roadmapping Framework for Disaster Response: Case of COVID-19 Pandemic Vaccine Rollout Program in the UK},
author = {Yuna Yang and Sukrit Vinayavekhin and Robert Phaal and Eoin O’sullivan and Natt Leelawat},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85146960606&doi=10.20965%2fjdr.2023.p0011&partnerID=40&md5=859588c125bcacee5d64fe4d685e1ae5},
doi = {10.20965/jdr.2023.p0011},
issn = {18812473},
year = {2023},
date = {2023-01-01},
journal = {Journal of Disaster Research},
volume = {18},
number = {1},
pages = {11 – 20},
publisher = {Fuji Technology Press},
abstract = {Strategic planning in response to disasters is distinctly different from strategic planning in normal situa-tions. The experience of the coronavirus disease 2019 (COVID-19) pandemic has shown that a vaccine roll-out program as a disaster response requires a different approach from current routine vaccination and disaster response frameworks. A holistic conceptual framework for planning vaccine rollout disaster response programs is proposed, building on the experience of COVID-19. The customizable framework was developed to have high dynamicity, flexibility, and applica-bility, incorporating key decision-making factors and suitable time frames (phases and transitions), based on roadmapping principles and techniques. In this re-search, we focus on the COVID-19 pandemic vaccine rollout program in the United Kingdom (UK) as a rep-resentative case of disaster response planning due to the availability of public data and access to the rel-evant stakeholders. We applied Platts’ process approach as a methodology and used various sources of information including an extensive literature re-view, expert interviews, and retrospective roadmap-ping (mapping past experience). As a result, we propose a strategic roadmapping framework for the COVID-19 vaccine rollout program to support visual planning of time-based strategies with the integration of various resources and demand environments. Apart from this practical contribution, we demonstrate that the concept of roadmapping can be applied beyond technology and innovation management domains to a novel research domain such as disaster response. © Fuji Technology Press Ltd. Creative Commons CC BY-ND.},
note = {Cited by: 1; All Open Access, Gold Open Access},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Akira Kodaka, Natt Leelawat, Jing Tang, Yasushi Onda, Naohiko Kohtake
Status of Industrial Complex Activity Explained by Air Quality: Central Thailand Conference
Institute of Electrical and Electronics Engineers Inc., 2023, ISBN: 978-166547353-8, (Cited by: 2).
@conference{Kodaka2023123,
title = {Status of Industrial Complex Activity Explained by Air Quality: Central Thailand},
author = {Akira Kodaka and Natt Leelawat and Jing Tang and Yasushi Onda and Naohiko Kohtake},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85149684689&doi=10.1109%2fICA-SYMP56348.2023.10044947&partnerID=40&md5=e64589b31a6ac4d44c568d263f4feca1},
doi = {10.1109/ICA-SYMP56348.2023.10044947},
isbn = {978-166547353-8},
year = {2023},
date = {2023-01-01},
journal = {2023 3rd International Symposium on Instrumentation, Control, Artificial Intelligence, and Robotics, ICA-SYMP 2023},
pages = {123 – 126},
publisher = {Institute of Electrical and Electronics Engineers Inc.},
abstract = {Resilience in business continuity of an entire industrial complex has direct local socioeconomic impact; however, there are few methods available for objective assessment of its status. This study investigated whether change in air quality could explain the state of economic activity in an industrial complex. Concentrations of PM2.5 and NO2 above several industrial complexes in central Thailand were extracted using the Google Earth Engine™ and analyzed to examine their temporal characteristics in relation to decline in business activity caused by the COVID-19 pandemic. Results confirmed that industrial complexes whose activities were diminished by the pandemic showed concurrent trends of reduction in each pollutant, proving that the concentration of airborne substances has potential to reveal the level of activity of industrial complexes. To enhance the application potential of the proposed method, further study should investigate specific causal inferences by extracting the characteristics of other airborne substances, and consider industrial complexes that include a greater number of companies and major industries. © 2023 IEEE.},
note = {Cited by: 2},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
Kumpol Saengtabtim, Ampan Laosunthara, Jing Tang, Natt Leelawat
Institute of Electrical and Electronics Engineers Inc., 2023, ISBN: 978-166547353-8, (Cited by: 2).
@conference{Saengtabtim2023118,
title = {The 2022 Rayong Oil Spill Crisis in Thailand: An Identification for Reliability and Nearly-Real Time Data using Twitter},
author = {Kumpol Saengtabtim and Ampan Laosunthara and Jing Tang and Natt Leelawat},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85149643977&doi=10.1109%2fICA-SYMP56348.2023.10044941&partnerID=40&md5=5df2129b5099dd89f2a8c9838587a785},
doi = {10.1109/ICA-SYMP56348.2023.10044941},
isbn = {978-166547353-8},
year = {2023},
date = {2023-01-01},
journal = {2023 3rd International Symposium on Instrumentation, Control, Artificial Intelligence, and Robotics, ICA-SYMP 2023},
pages = {118 – 122},
publisher = {Institute of Electrical and Electronics Engineers Inc.},
abstract = {The oil spill is considered as a crisis that caused a lot of impact on the marine environment. At the beginning of 2022, an oil spill crisis happened in Rayong Province, Thailand. This crisis caused more than 140 barrels of leakage. During the crisis, Twitter was one of the leading social networking services many people shared and posted news related to the situation. In this research, the analysis based on the content from Twitter for defining the reliability and nearly-real-time properties of Twitter has been performed. The cosine similarity has been selected to be the methodology to find the similarity for the Part of Speech (POS) between the contents from verified and non-verified Twitter accounts for proving the reliability property. The results of the analysis show that the contents posted on Twitter platform have timeliness property due to the increasing amount of the tweets posted since the beginning of the crisis. For the reliability property of Twitter, it can be proved by the high similarity value for nouns and adjectives tagged between the contents from verified and non-verified accounts. © 2023 IEEE.},
note = {Cited by: 2},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
Kodchakorn Krutphong, Natt Leelawat, Jing Tang, Eri Ota, Rie Murakami Suzuki, Yuki Taoka, Proadpran Punyabukkana
Institute of Electrical and Electronics Engineers Inc., 2023, ISSN: 21593442, (Cited by: 1).
@conference{Krutphong202321,
title = {Ideation of Engineering Solutions for Sustainable Development Goals: A Collaborative Course Between Thai and Japanese Students},
author = {Kodchakorn Krutphong and Natt Leelawat and Jing Tang and Eri Ota and Rie Murakami Suzuki and Yuki Taoka and Proadpran Punyabukkana},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85179526064&doi=10.1109%2fTENCON58879.2023.10322379&partnerID=40&md5=e56b80de6c5737e798431e138425e01c},
doi = {10.1109/TENCON58879.2023.10322379},
issn = {21593442},
year = {2023},
date = {2023-01-01},
journal = {IEEE Region 10 Annual International Conference, Proceedings/TENCON},
pages = {21 – 24},
publisher = {Institute of Electrical and Electronics Engineers Inc.},
abstract = {A collaborative course called Global Awareness for Technology Implementation was conducted by the Faculty of Engineering, Chulalongkorn University, Thailand, and the Tokyo Institute of Technology, Japan. The objective of this course was to facilitate the exchange of knowledge, perspectives, and experiences between Thai and Japanese students through project work, using an engineering design approach and the design thinking process to create innovation relevant to the Sustainable Development Goals (SDGs). During the class, experts shared their knowledge and experiences with the students. The students then worked on their respective projects to develop solution concepts using the design thinking process. The proposed ideas include the application for English class, smart water quality checker, hydrogen-based energy system for rural area, reduced wasted fashion solution, and auto waste sorting machine. Finally, this study concluded with a summary of the results and findings on the empathy process in the chosen SDGs, and of the commonalities and differences between Thailand and Japan in terms of ideation. © 2023 IEEE.},
note = {Cited by: 1},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
Kodchakorn Krutphong, Jing Tang, Natt Leelawat
A Framework of Risk Profile in Public Healthcare System Development: A Literature Review Journal Article
In: Lecture Notes in Civil Engineering, vol. 283, pp. 199 – 207, 2023, ISSN: 23662557, (Cited by: 0).
@article{Krutphong2023199,
title = {A Framework of Risk Profile in Public Healthcare System Development: A Literature Review},
author = {Kodchakorn Krutphong and Jing Tang and Natt Leelawat},
editor = {Pal I. and Shaw R. and Ichinose T. and Yonariza null and Oda T.},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85140784173&doi=10.1007%2f978-981-19-4715-5_12&partnerID=40&md5=0d69c56d1f5cec52b888372916b28ee5},
doi = {10.1007/978-981-19-4715-5_12},
issn = {23662557},
year = {2023},
date = {2023-01-01},
journal = {Lecture Notes in Civil Engineering},
volume = {283},
pages = {199 – 207},
publisher = {Springer Science and Business Media Deutschland GmbH},
abstract = {Risk profile has been utilized in a variety of knowledge fields beyond disaster management or risk management it also plays as the tools in assessment process before the planning both in operation and management.The public healthcare system is considered as one of the most critical stakeholders during crises such as disasters and pandemics.The risk profile in the public healthcare system requires experts to help developing it according to its complexity.Due to a limited number of reviews in the field, this review study focuses on the public healthcare system risk profile’s guideline and development from well-known research databases.This study also provides the SWOT analysis to realize the strengths, weaknesses, opportunities, and threats of each specific guideline for further development.The research results found the ratio of the research in the keywords of the risk profile mostly in the field of medicine and rising number since 2011–2020.In order to develop the risk profile in such a specific area, it is necessary to use the strength part which suits with the appropriate area. © 2023, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.},
note = {Cited by: 0},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2022
Kumpol Saengtabtim, Natt Leelawat, Jing Tang, Anawat Suppasri, Fumihiko Imamura
Consequences of COVID-19 on Health, Economy, and Tourism in Asia: A Systematic Review Journal Article
In: Sustainability (Switzerland), vol. 14, no. 8, 2022, ISSN: 20711050, (Cited by: 16; All Open Access, Gold Open Access).
@article{Saengtabtim2022,
title = {Consequences of COVID-19 on Health, Economy, and Tourism in Asia: A Systematic Review},
author = {Kumpol Saengtabtim and Natt Leelawat and Jing Tang and Anawat Suppasri and Fumihiko Imamura},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85128944486&doi=10.3390%2fsu14084624&partnerID=40&md5=6ca4066b6c433fd94bdc3fa6ba8dc4f0},
doi = {10.3390/su14084624},
issn = {20711050},
year = {2022},
date = {2022-01-01},
journal = {Sustainability (Switzerland)},
volume = {14},
number = {8},
publisher = {MDPI},
abstract = {Since the beginning of the COVID-19 situation, academic and disaster-related organizations have focused on the severity of COVID-19 and how to prevent the infection. The side effects of COVID-19 also created serious impacts on human lives from multiple perspectives. This study primarily aims to conduct a systematic review on the COVID-19 impacts from the aspects of health, economy, and tourism, focusing on Asia. We use the preferred reporting items for systematic reviews and meta-analyses as the main tool in conducting the systematic review analysis. The keywords related to the focused aspect are searched based on the two prominent academic journal databases: Web of Science and PubMed. In each aforementioned aspect, the consequences and the main stakeholders who were directly and indirectly affected are explained. Moreover, the connection between the three aspects based on the impact of COVID-19, which still continues to intensify, and strategies to prepare for future pandemic situation are also presented. © 2022 by the authors. Licensee MDPI, Basel, Switzerland.},
note = {Cited by: 16; All Open Access, Gold Open Access},
keywords = {},
pubstate = {published},
tppubtype = {article}
}