Analyzing COVID-19 Post-Pandemic Recovery Process in Azores Archipelago
Year 2022,
Volume: 14 Issue: S1, 206 - 218, 28.04.2022
Arian Behradfar
Rui Castanho
,
Gualter Couto
,
Aurea Sousa
,
Pedro Pimentel
Abstract
Objective: The Small Islands Developing States (SIDS) are specific regions that mainly depend on tourism industry and sector. The pandemic of COVID-19 has strongly affected the tourism management in these areas. In this study, we aim to design and test recovery strategies to represent practical solutions based on the concept of risk perception as a significant issue in the intention and attitude of tourists toward behavior.
Methods: In this regard, we use the theory of planned behavior (TPB) to provide an accurate simulation and evaluation to develop a model including four distinct strategies: social distancing, tax reduction policy, travel bubble, and joint strategy.
Results: The outcomes indicate that the most efficient way to alter tourism behavior intention and attitude is the travel bubble strategy.
Conclusion: Remarkable reduction in tourism arrival could be an advantage to use existing opportunities toward sustainable development plans in the Azores Archipelago as the chosen case study in this study.
References
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- Uchehara, I., Hamma-Adama, M., Obiri, K.A., Jajarifar, N. and Moore, D. 2020. Impacts and risk management of COVID-19 pandemic on real estate supply chain. International journal of real estate studies. 14(1). 41-53.
- M. Chinazzi, J.T. Davis, M. Ajelli. The effect of travel restrictions on the spread of the 2019 novel coronavirus (COVID-19) outbreak. Science, 368 (6489) (2020). 395-400.
- Yunfei Gu, Bhakti Stephan Onggo, Martin H. Kunc & Steffen Bayer (2021) Small Island Developing States (SIDS) COVID-19 post-pandemic tourism recovery: A system dynamics approach, Current Issues in Tourism.
- Robertson, G. (2021). One-year timeline of COVID-19 pandemic impacting islands worldwide. Institute of Island Studies, University of Prince Edward Island.
- Jaffar Abbas, Riaqa Mubeen, Paul Terhemba Iorember, Saqlain Raza, Gulnara Mamirkulova, Exploring the impact of COVID-19 on tourism: transformational potential and implications for a sustainable recovery of the travel and leisure industry, Current Research in Behavioral Sciences. 100033 (2). 2021.
- Sigala, M. (2020), “Tourism and COVID-19: impacts and implications for advancing and resetting industry and research”, Journal of Business Research No. 117, pp. 312-321.
- Ovelli, M., Gussing Burgess, L., Jones, A. and Ritchie, B.W. (2018), “‘No Ebola...still doomed’ – the Ebolainduced tourism crisis”, Annals of Tourism Research, Vol. 70, pp. 76-87.
- Cardona, O.D., M.K. van Aalst, J. Birkmann, M. Fordham, G. McGregor, R. Perez, R.S. Pulwarty, E.L.F. Schipper, and B.T. Sinh. (2012). Determinants of risk: exposure and vulnerability. In: Managing the Risks of Extreme Events and Disasters to Advance Climate Change Adaptation. A Special Report of Working Groups I and II of the Intergovernmental Panel on Climate Change (IPCC). Cambridge University Press, Cambridge, UK, and New York, NY, USA. 65-108.
- 1Zhang, J., Ji, M., & Zhang, Y. (2015). Tourism sustainability in Tibet - forward planning using a systems approach. Ecological Indicators, 56, 218–228.
- Petropoulos, F., Makridakis, S., & Stylianou, N. (2020). COVID-19: Forecasting confirmed cases and deaths with a simple time-series model. International journal of forecasting. Advance online publication.
- Nikparvar, B., Rahman, M.M., Hatami, F. et al. (2021). Spatio-temporal prediction of the COVID-19 pandemic in US counties: modeling with a deep LSTM neural network. Sci Rep 11, 21715.
- Kan M.P.H., Fabrigar L.R. (2017) Theory of Planned Behavior. In: Zeigler-Hill V., Shackelford T. (eds) Encyclopedia of Personality and Individual Differences. Springer, Cham.
- Boguszewicz-Kreft, M., Kuczamer-Kłopotowska, S., Kozłowski, A., Ayci, A., & Abuhashesh, M. (2020). The Theory of Planned Behaviour in Medical Tourism: International Comparison in the Young Consumer Segment. International journal of environmental research and public health, 17(5).
- Quintal, V. A., Lee, J. A., & Soutar, G. N. (2010). Risk, uncertainty and the theory of planned behavior: A tourism example. Tourism Management, 31(6), 797–805.
- Bae, S. Y., & Chang, P. J. (2020). The effect of coronavirus disease-19 (COVID-19) risk perception on behavioural intention towards ‘untact’ tourism in South Korea during the first wave of the pandemic (March 2020). Current Issues in Tourism, 24(7), 1017–1035.
- Si, H., Shi, J. G., Tang, D., Wen, S., Miao, W., & Duan, K. (2019). Application of the Theory of Planned Behavior in Environmental Science: A Comprehensive Bibliometric Analysis. International journal of environmental research and public health, 16(15), 2788.
- Han, H., Al-Ansi, A., Chua, B. L., Tariq, B., Radic, A., & Park, S. H. (2020). The Post-Coronavirus World in the International Tourism Industry: Application of the Theory of Planned Behavior to Safer Destination Choices in the Case of US Outbound Tourism. International journal of environmental research and public health, 17(18), 6485. https://doi.org/10.3390/ijerph17186485
- Baggio, R. (2008). Network analysis of a tourism destination. University of Queensland Australia.
- Mai, T., & Smith, C. (2018). Scenario-based planning for tourism development using system dynamic modelling: A case study of Cat Ba island, Vietnam. Tourism Management, 68, 336–354.
- Bae, S. Y., & Chang, P. J. (2020). The effect of coronavirus disease-19 (COVID-19) risk perception on behavioural intention towards ‘untact’ tourism in South Korea during the first wave of the pandemic (March 2020). Current Issues in Tourism, 24(7), 1017–1035.
- Dhirasasna, N., Becken, S., & Sahin, O. (2020). A systems approach to examining the drivers and barriers of renewable energy technology adoption in the hotel sector in Queensland, Australia. Journal of Hospitality and Tourism Management, 42, 153–172.
- Rudan, E. (2014). The new strategic orientation in innovating hospitality logistics system. Tourism and Hospitality Management, 20(2), 195–206.
- Luo, Y., Mou, Y., Wang, Z., Su, Z., & Qin, Y. (2020). Scenario-based planning for a dynamic tourism system with carbon footprint analysis: A case study of Xingwen global Geopark, China. Journal of Cleaner Production, 254.
- Nugroho, S., Uehara, T., & Herwangi, Y. (2019). Interpreting daly’s sustainability criteria for assessing the sustainability of marine protected areas: A system dynamics approach. Sustainability, 11(17).
- Marko, P. (2014). Systems thinking and alternative business model for responsible tourist destination. Kybernetes, 43(3/ 4), 480–496.
- Lu, X., Yao, S., Fu, G., Lv, X., & Mao, Y. (2019). Dynamic simulation test of a model of ecological system security for a coastal tourist city. Journal of Destination Marketing and Management, 13, 73–82.
- Tuğba Kiper. (2013). Role of Ecotourism in Sustainable Development, Advances in Landscape Architecture, Murat Özyavuz, IntechOpen.
- Donald Getz, Stephen J. Page. (2016). Progress and prospects for event tourism research, Tourism Management. 52(593-631).
- Carlisle, S., Johansen, A., & Kunc, M. (2016). Strategic foresight for (coastal) urban tourism market complexity: The case of bournemouth. Tourism Management, 54, 81–95.
- Britannica, T. Editors of Encyclopaedia (2021, April 8). Azores. Encyclopedia Britannica.
- Castanho, R.A.; Naranjo Gómez, J.M.; Couto, G.; Pimentel, P.; Sousa, Á.; Batista, M.d.G. (2020). Analyzing the Patterns, Trends and Dynamics of the Land-Use Changes in Azores Region: From 1990 to 2018. Sustainability. 13(5433).
- Castanho, R., Couto, G., Pimentel, P., Sousa, A., Barreto Carvalho, C. & Batista, M. D. G. (2021). How an Infectious Disease Could Influence the Development of a Region: The Evidence of the SARS-CoV-2 Outbreak over the Tourism Intentions in Azores Archipelago. Duzce Medical Journal, 23 (Special Issue).
- Couto G, Castanho RA, Pimentel P, Carvalho C, Sousa Á, Santos C. (2020). The Impacts of COVID-19 Crisis over the Tourism Expectations of the Azores Archipelago Residents. Sustainability. 12(18). 7612.
- Stefan Gössling, Daniel Scott & C. Michael Hall (2018) Global trends in length of stay: implications for destination management and climate change, Journal of Sustainable Tourism, 26:12, 2087-2101.
- Xu, X., & Reed, M. (2017). Perceived pollution and inbound tourism in China. Tourism Management Perspectives, 21, 109– 112.
- Ferronato, N., & Torretta, V. (2019). Waste Mismanagement in Developing Countries: A Review of Global Issues. International journal of environmental research and public health, 16(6), 1060.
- Namho Chung, Hyunae Lee, Seung Jae Lee, Chulmo Koo. (2015). The influence of tourism website on tourists' behavior to determine destination selection: A case study of creative economy in Korea. Technological Forecasting and Social Change, 96(130-143).
- Sanz-Blas, S., and Buzova, D. (2016) Guided Tour Influence on Cruise Tourist Experience in a Port of Call: An eWOM and Questionnaire-Based Approach. Int. J. Tourism Res., 18: 558– 566.
- Bae, S. Y., & Chang, P. J. (2020). The effect of coronavirus disease-19 (COVID-19) risk perception on behavioural intention towards ‘untact’ tourism in South Korea during the first wave of the pandemic (March 2020). Current Issues in Tourism, 24(7), 1017–1035.
- Abbasi, G.A., Kumaravelu, J., Goh, Y.-N. and Dara Singh, K.S. (2021), "Understanding the intention to revisit a destination by expanding the theory of planned behaviour (TPB)", Spanish Journal of Marketing – ESIC. 25(2). 282-311.
- Kapmeier, F., & Gonçalves, P. (2018). Wasted paradise? Policies for Small Island States to manage tourism-driven growth while controlling waste generation: The case of the Maldives. System Dynamics Review, 34(1–2), 172–221.
- Bauchner H, Fontanarosa PB, Livingston EH. (2020). Conserving Supply of Personal Protective Equipment—A Call for Ideas. JAMA. 323(19):1911.
- Kreg Lindberg, Rebecca L. Johnson. (1997). Modeling resident attitudes toward tourism, Annals of Tourism Research. 24(2): 402-424. 0160-7383.
- Jen S. Jones, Adam Porter, Juan Pablo Muñoz-Pérez, Daniela Alarcón-Ruales, Tamara S. Galloway, Brendan J. Godley, David Santillo, Jessica Vagg, Ceri Lewis. (2021). Plastic contamination of a Galapagos Island (Ecuador) and the relative risks to native marine species. Science of The Total Environment. 789:147704.0048-9697.
- Uche-Soria M, Rodríguez-Monroy C. (2019). Solutions to Marine Pollution in Canary Islands’ Ports: Alternatives and Optimization of Energy Management. Resources. 8(2):59.
- Bae, S. Y., & Chang, P. J. (2020). The effect of coronavirus disease-19 (COVID-19) risk perception on behavioural intention towards ‘untact’ tourism in South Korea during the first wave of the pandemic (March 2020). Current Issues in Tourism, 24(7), 1017–1035.
- D’Orazio, M., Bernardini, G., Quagliarini, E. (2020). How to restart? An agent-based simulation model towards the definition of strategies for COVID-19" second phase" in public buildings. arXiv preprint arXiv:2004.12927.
- Van Goethem, N., Vilain, A., Wyndham-Thomas, C. et al. (2020). Rapid establishment of a national surveillance of COVID-19 hospitalizations in Belgium. Arch Public Health 78, 121.
- China Daily (2020). Thai association proposes China travel-bubble plan. https://www.chinadaily.com.cn/a/202011/17/ WS5fb3112aa31024ad0ba947a2.html
- KPMG. (2020). China: Tax developments in response to COVID-19. https://home.kpmg/xx/en/home/insights/2020/04/ china-tax-developments-in-response-to-covid-19.htm
Azor Takımadalarında COVID-19 Pandemi Sonrası İyileşme Sürecinin Analizi
Year 2022,
Volume: 14 Issue: S1, 206 - 218, 28.04.2022
Arian Behradfar
Rui Castanho
,
Gualter Couto
,
Aurea Sousa
,
Pedro Pimentel
Abstract
Amaç: Gelişmekte Olan Küçük Ada Devletleri (SIDS), esas olarak turizm endüstrisine ve sektörüne bağlı olan belirli bölgelerdir. COVID-19 pandemisi bu alanlarda turizm yönetimini güçlü bir şekilde etkilemiştir. Bu çalışmada, turistlerin davranışa yönelik niyet ve tutumlarında önemli bir konu olan risk algısı kavramına dayalı pratik çözümleri temsil edecek kurtarma stratejilerini tasarlamayı ve test etmeyi amaçlıyoruz.
Yöntemler: Bu bağlamda, dört farklı stratejiyi içeren bir model geliştirmek için doğru bir simülasyon ve değerlendirme sağlamak için planlı davranış teorisini (TPB) kullandık; sosyal mesafe, vergi indirim politikası, seyahat balonu ve ortak strateji.
Bulgular: Sonuçlar, turizm davranışı niyetini ve tutumunu değiştirmenin en etkili yolunun seyahat balonu stratejisi olduğunu göstermektedir.
Sonuç: Turizm gelişindeki kayda değer azalma, bu çalışmada seçilen örnek olay olarak Azor Takımadaları'ndaki sürdürülebilir kalkınma planlarına yönelik mevcut fırsatları kullanmak için bir avantaj olabilir.
Anahtar Kelimeler: Sürdürülebilir Kalkınma; Turizm Yönetimi; Turizm kurtarma stratejisi; Küçük Adalar Gelişmekte Olan Devletler; Sistem dinamikleri; Planlı davranış
References
- Zitoun R, Sander SG, Masque P, Perez Pijuan S, Swarzenski PW. Review of the Scientific and Institutional Capacity of Small Island Developing States in Support of a Bottom-up Approach to Achieve Sustainable Development Goal 14 Targets. Oceans. 2020; 1(3):109-132.
- Uchehara, I., Hamma-Adama, M., Obiri, K.A., Jajarifar, N. and Moore, D. 2020. Impacts and risk management of COVID-19 pandemic on real estate supply chain. International journal of real estate studies. 14(1). 41-53.
- M. Chinazzi, J.T. Davis, M. Ajelli. The effect of travel restrictions on the spread of the 2019 novel coronavirus (COVID-19) outbreak. Science, 368 (6489) (2020). 395-400.
- Yunfei Gu, Bhakti Stephan Onggo, Martin H. Kunc & Steffen Bayer (2021) Small Island Developing States (SIDS) COVID-19 post-pandemic tourism recovery: A system dynamics approach, Current Issues in Tourism.
- Robertson, G. (2021). One-year timeline of COVID-19 pandemic impacting islands worldwide. Institute of Island Studies, University of Prince Edward Island.
- Jaffar Abbas, Riaqa Mubeen, Paul Terhemba Iorember, Saqlain Raza, Gulnara Mamirkulova, Exploring the impact of COVID-19 on tourism: transformational potential and implications for a sustainable recovery of the travel and leisure industry, Current Research in Behavioral Sciences. 100033 (2). 2021.
- Sigala, M. (2020), “Tourism and COVID-19: impacts and implications for advancing and resetting industry and research”, Journal of Business Research No. 117, pp. 312-321.
- Ovelli, M., Gussing Burgess, L., Jones, A. and Ritchie, B.W. (2018), “‘No Ebola...still doomed’ – the Ebolainduced tourism crisis”, Annals of Tourism Research, Vol. 70, pp. 76-87.
- Cardona, O.D., M.K. van Aalst, J. Birkmann, M. Fordham, G. McGregor, R. Perez, R.S. Pulwarty, E.L.F. Schipper, and B.T. Sinh. (2012). Determinants of risk: exposure and vulnerability. In: Managing the Risks of Extreme Events and Disasters to Advance Climate Change Adaptation. A Special Report of Working Groups I and II of the Intergovernmental Panel on Climate Change (IPCC). Cambridge University Press, Cambridge, UK, and New York, NY, USA. 65-108.
- 1Zhang, J., Ji, M., & Zhang, Y. (2015). Tourism sustainability in Tibet - forward planning using a systems approach. Ecological Indicators, 56, 218–228.
- Petropoulos, F., Makridakis, S., & Stylianou, N. (2020). COVID-19: Forecasting confirmed cases and deaths with a simple time-series model. International journal of forecasting. Advance online publication.
- Nikparvar, B., Rahman, M.M., Hatami, F. et al. (2021). Spatio-temporal prediction of the COVID-19 pandemic in US counties: modeling with a deep LSTM neural network. Sci Rep 11, 21715.
- Kan M.P.H., Fabrigar L.R. (2017) Theory of Planned Behavior. In: Zeigler-Hill V., Shackelford T. (eds) Encyclopedia of Personality and Individual Differences. Springer, Cham.
- Boguszewicz-Kreft, M., Kuczamer-Kłopotowska, S., Kozłowski, A., Ayci, A., & Abuhashesh, M. (2020). The Theory of Planned Behaviour in Medical Tourism: International Comparison in the Young Consumer Segment. International journal of environmental research and public health, 17(5).
- Quintal, V. A., Lee, J. A., & Soutar, G. N. (2010). Risk, uncertainty and the theory of planned behavior: A tourism example. Tourism Management, 31(6), 797–805.
- Bae, S. Y., & Chang, P. J. (2020). The effect of coronavirus disease-19 (COVID-19) risk perception on behavioural intention towards ‘untact’ tourism in South Korea during the first wave of the pandemic (March 2020). Current Issues in Tourism, 24(7), 1017–1035.
- Si, H., Shi, J. G., Tang, D., Wen, S., Miao, W., & Duan, K. (2019). Application of the Theory of Planned Behavior in Environmental Science: A Comprehensive Bibliometric Analysis. International journal of environmental research and public health, 16(15), 2788.
- Han, H., Al-Ansi, A., Chua, B. L., Tariq, B., Radic, A., & Park, S. H. (2020). The Post-Coronavirus World in the International Tourism Industry: Application of the Theory of Planned Behavior to Safer Destination Choices in the Case of US Outbound Tourism. International journal of environmental research and public health, 17(18), 6485. https://doi.org/10.3390/ijerph17186485
- Baggio, R. (2008). Network analysis of a tourism destination. University of Queensland Australia.
- Mai, T., & Smith, C. (2018). Scenario-based planning for tourism development using system dynamic modelling: A case study of Cat Ba island, Vietnam. Tourism Management, 68, 336–354.
- Bae, S. Y., & Chang, P. J. (2020). The effect of coronavirus disease-19 (COVID-19) risk perception on behavioural intention towards ‘untact’ tourism in South Korea during the first wave of the pandemic (March 2020). Current Issues in Tourism, 24(7), 1017–1035.
- Dhirasasna, N., Becken, S., & Sahin, O. (2020). A systems approach to examining the drivers and barriers of renewable energy technology adoption in the hotel sector in Queensland, Australia. Journal of Hospitality and Tourism Management, 42, 153–172.
- Rudan, E. (2014). The new strategic orientation in innovating hospitality logistics system. Tourism and Hospitality Management, 20(2), 195–206.
- Luo, Y., Mou, Y., Wang, Z., Su, Z., & Qin, Y. (2020). Scenario-based planning for a dynamic tourism system with carbon footprint analysis: A case study of Xingwen global Geopark, China. Journal of Cleaner Production, 254.
- Nugroho, S., Uehara, T., & Herwangi, Y. (2019). Interpreting daly’s sustainability criteria for assessing the sustainability of marine protected areas: A system dynamics approach. Sustainability, 11(17).
- Marko, P. (2014). Systems thinking and alternative business model for responsible tourist destination. Kybernetes, 43(3/ 4), 480–496.
- Lu, X., Yao, S., Fu, G., Lv, X., & Mao, Y. (2019). Dynamic simulation test of a model of ecological system security for a coastal tourist city. Journal of Destination Marketing and Management, 13, 73–82.
- Tuğba Kiper. (2013). Role of Ecotourism in Sustainable Development, Advances in Landscape Architecture, Murat Özyavuz, IntechOpen.
- Donald Getz, Stephen J. Page. (2016). Progress and prospects for event tourism research, Tourism Management. 52(593-631).
- Carlisle, S., Johansen, A., & Kunc, M. (2016). Strategic foresight for (coastal) urban tourism market complexity: The case of bournemouth. Tourism Management, 54, 81–95.
- Britannica, T. Editors of Encyclopaedia (2021, April 8). Azores. Encyclopedia Britannica.
- Castanho, R.A.; Naranjo Gómez, J.M.; Couto, G.; Pimentel, P.; Sousa, Á.; Batista, M.d.G. (2020). Analyzing the Patterns, Trends and Dynamics of the Land-Use Changes in Azores Region: From 1990 to 2018. Sustainability. 13(5433).
- Castanho, R., Couto, G., Pimentel, P., Sousa, A., Barreto Carvalho, C. & Batista, M. D. G. (2021). How an Infectious Disease Could Influence the Development of a Region: The Evidence of the SARS-CoV-2 Outbreak over the Tourism Intentions in Azores Archipelago. Duzce Medical Journal, 23 (Special Issue).
- Couto G, Castanho RA, Pimentel P, Carvalho C, Sousa Á, Santos C. (2020). The Impacts of COVID-19 Crisis over the Tourism Expectations of the Azores Archipelago Residents. Sustainability. 12(18). 7612.
- Stefan Gössling, Daniel Scott & C. Michael Hall (2018) Global trends in length of stay: implications for destination management and climate change, Journal of Sustainable Tourism, 26:12, 2087-2101.
- Xu, X., & Reed, M. (2017). Perceived pollution and inbound tourism in China. Tourism Management Perspectives, 21, 109– 112.
- Ferronato, N., & Torretta, V. (2019). Waste Mismanagement in Developing Countries: A Review of Global Issues. International journal of environmental research and public health, 16(6), 1060.
- Namho Chung, Hyunae Lee, Seung Jae Lee, Chulmo Koo. (2015). The influence of tourism website on tourists' behavior to determine destination selection: A case study of creative economy in Korea. Technological Forecasting and Social Change, 96(130-143).
- Sanz-Blas, S., and Buzova, D. (2016) Guided Tour Influence on Cruise Tourist Experience in a Port of Call: An eWOM and Questionnaire-Based Approach. Int. J. Tourism Res., 18: 558– 566.
- Bae, S. Y., & Chang, P. J. (2020). The effect of coronavirus disease-19 (COVID-19) risk perception on behavioural intention towards ‘untact’ tourism in South Korea during the first wave of the pandemic (March 2020). Current Issues in Tourism, 24(7), 1017–1035.
- Abbasi, G.A., Kumaravelu, J., Goh, Y.-N. and Dara Singh, K.S. (2021), "Understanding the intention to revisit a destination by expanding the theory of planned behaviour (TPB)", Spanish Journal of Marketing – ESIC. 25(2). 282-311.
- Kapmeier, F., & Gonçalves, P. (2018). Wasted paradise? Policies for Small Island States to manage tourism-driven growth while controlling waste generation: The case of the Maldives. System Dynamics Review, 34(1–2), 172–221.
- Bauchner H, Fontanarosa PB, Livingston EH. (2020). Conserving Supply of Personal Protective Equipment—A Call for Ideas. JAMA. 323(19):1911.
- Kreg Lindberg, Rebecca L. Johnson. (1997). Modeling resident attitudes toward tourism, Annals of Tourism Research. 24(2): 402-424. 0160-7383.
- Jen S. Jones, Adam Porter, Juan Pablo Muñoz-Pérez, Daniela Alarcón-Ruales, Tamara S. Galloway, Brendan J. Godley, David Santillo, Jessica Vagg, Ceri Lewis. (2021). Plastic contamination of a Galapagos Island (Ecuador) and the relative risks to native marine species. Science of The Total Environment. 789:147704.0048-9697.
- Uche-Soria M, Rodríguez-Monroy C. (2019). Solutions to Marine Pollution in Canary Islands’ Ports: Alternatives and Optimization of Energy Management. Resources. 8(2):59.
- Bae, S. Y., & Chang, P. J. (2020). The effect of coronavirus disease-19 (COVID-19) risk perception on behavioural intention towards ‘untact’ tourism in South Korea during the first wave of the pandemic (March 2020). Current Issues in Tourism, 24(7), 1017–1035.
- D’Orazio, M., Bernardini, G., Quagliarini, E. (2020). How to restart? An agent-based simulation model towards the definition of strategies for COVID-19" second phase" in public buildings. arXiv preprint arXiv:2004.12927.
- Van Goethem, N., Vilain, A., Wyndham-Thomas, C. et al. (2020). Rapid establishment of a national surveillance of COVID-19 hospitalizations in Belgium. Arch Public Health 78, 121.
- China Daily (2020). Thai association proposes China travel-bubble plan. https://www.chinadaily.com.cn/a/202011/17/ WS5fb3112aa31024ad0ba947a2.html
- KPMG. (2020). China: Tax developments in response to COVID-19. https://home.kpmg/xx/en/home/insights/2020/04/ china-tax-developments-in-response-to-covid-19.htm