Epidemiology, clinical spectrum, viral kinetics and impact of COVID‐19 in the Asia‐Pacific region

Kin On Kwok; Ying Huang; Margaret Ting Fong Tsoi; Arthur Tang; Samuel Yeung Shan Wong; Wan In Wei; David Shu Cheong Hui

doi:10.1111/resp.14026

. 2021 Mar 9;26(4):322–333. doi: 10.1111/resp.14026

Epidemiology, clinical spectrum, viral kinetics and impact of COVID‐19 in the Asia‐Pacific region

Kin On Kwok ^1,^2,³, Ying Huang ¹, Margaret Ting Fong Tsoi ¹, Arthur Tang ⁴, Samuel Yeung Shan Wong ¹, Wan In Wei ¹, David Shu Cheong Hui ^2,^5,^✉

PMCID: PMC8207122 PMID: 33690946

ABSTRACT

COVID‐19 has hit the world by surprise, causing substantial mortality and morbidity since 2020. This narrative review aims to provide an overview of the epidemiology, induced impact, viral kinetics and clinical spectrum of COVID‐19 in the Asia‐Pacific Region, focusing on regions previously exposed to outbreaks of coronavirus. COVID‐19 progressed differently by regions, with some (such as China and Taiwan) featured by one to two epidemic waves and some (such as Hong Kong and South Korea) featured by multiple waves. There has been no consensus on the estimates of important epidemiological time intervals or proportions, such that using them for making inferences should be done with caution. Viral loads of patients with COVID‐19 peak in the first week of illness around days 2 to 4 and hence there is very high transmission potential causing community outbreaks. Various strategies such as government‐guided and suppress‐and‐lift strategies, trigger‐based/suppression approaches and alert systems have been employed to guide the adoption and easing of control measures. Asymptomatic and pre‐symptomatic transmission is a hallmark of COVID‐19. Identification and isolation of symptomatic patients alone is not effective in controlling the ongoing outbreaks. However, early, prompt and coordinated enactment predisposed regions to successful disease containment. Mass COVID‐19 vaccinations are likely to be the light at the end of the tunnel. There is a need to review what we have learnt in this pandemic and examine how to transfer and improve existing knowledge for ongoing and future epidemics.

Keywords: clinical spectrum, COVID‐19, epidemiology, impact, viral kinetics

Abbreviations

AP: asymptomatic proportion
APR: Asia‐Pacific region
ARDS: acute respiratory distress syndrome
AU: Australia
bCI: Bayesian credible interval
CD: containment delay
CN: mainland China
COVID‐19: coronavirus disease 2019
CrI: credible interval
HK: Hong Kong
IP: incubation period
IQR: interquartile range
MERS‐CoV: Middle East respiratory syndrome‐CoV
NZ: New Zealand
R: basic reproductive number
RACF: residential aged care facility
RCHE: residential care home for the elderly
SAR: secondary attack rate
SARS: severe acute respiratory syndrome
SARS‐CoV‐2: SARS coronavirus 2
SG: Singapore
SK: South Korea
SpO₂: oxygen saturation
TW: Taiwan
UI: uncertainty interval
VN: Vietnam
WHO: World Health Organization

INTRODUCTION

Coronaviruses had previously been considered as having a low impact on human health but drew more attention after the outbreak of severe acute respiratory syndrome (SARS) in 2003. With large genetic diversity and frequent genome recombination of circulating human coronaviruses (OC43, 229E, NL63, HKU1 and Middle East respiratory syndrome‐CoV (MERS‐CoV)), ¹ a novel coronavirus (SARS coronavirus 2 (SARS‐CoV‐2)) emerged causing the coronavirus disease 2019 (COVID‐19) pandemic in late 2019. The Asia‐Pacific region (APR), which encompasses over half of the global population, first came under the threat of COVID‐19. In response to the surging number of infections and the spread of SARS‐CoV‐2 to other continents, the World Health Organization (WHO) declared COVID‐19 a pandemic on 12 March 2020. At the end of 2020, >70 million confirmed cases (Appendix S2 in Supplementary Information; thereafter denoted as ‘cases’) have been reported in more than 200 affected territories. The world has been experiencing unprecedented health, economic and social challenges from this pandemic. The International Monetary Fund estimated a reduction in gross domestic product of 6% for emerging and developed countries. ² This pandemic has also affected different segments of the population and created social crises in terms of increasing inequality, exclusion, discrimination and global unemployment in the medium‐to‐long term. ³ This article aims to provide an overview of the epidemiology, induced impact, viral kinetics and clinical spectrum of COVID‐19 in the APR, focusing on regions previously exposed to SARS in 2003.

EPIDEMIOLOGY AND IMPACT OF COVID‐19

Overview of affected populations

As of 31 December 2020, 21.1 million COVID‐19 cases were recorded in 48 out of 59 territories in the APR, ⁴ , ⁵ of whom 360 782 died. ⁴ India (n = 10 266 674) had the largest number of cases followed by Russia (n = 3 127 347), Turkey (n = 2 208 652), Iran (n = 1 225 142) and Indonesia (n = 743 198) ⁴ (Appendix S1 in Supplementary Information).

Cases were also identified in territories previously affected by SARS in 2003, ⁶ including Australia (AU) (n = 28 425), mainland China (CN) (n = 87 071), Hong Kong (HK) (n = 8847), Taiwan (TW) (n = 799), Vietnam (VN) (n = 1465), New Zealand (NZ) (n = 2162), Singapore (SG) (n = 58 599) and South Korea (SK) (n = 61 769) (Fig. 1). In particular, SK was also exposed to MERS in 2015. ⁶ , ⁷

Cumulative number of coronavirus disease 2019 (COVID‐19) cases by number of days elapsed since the first reported case in eight previous severe acute respiratory syndrome (SARS)‐affected territories. ⁴

Situation in SARS‐affected regions

Mainland China

On 31 December 2019, atypical pneumonia cases of unknown cause were identified in Wuhan, Hubei, marking the start of the nationwide epidemic in CN which sprawled to over 31 provinces at the end of January 2020. ⁸ The epidemic peaked in early February 2020 with a median estimated basic reproductive number (R) of 3.55 (interquartile range (IQR): 3.03–4.66) and an estimated effective reproductive number (R_t) of 2.19 (IQR: 1.76–2.48) after a citywide lockdown in Wuhan and neighbouring cities. ⁹ In early March 2020, the daily incidence fell below 100 and since then, although there were still sporadic cases in some provinces, the number remained at a low level until the end of 2020 with 87 071 confirmed infections. ⁴ Most transmissions (82.7% of secondary cases) occurred in households. ¹⁰ Initial reported cases were either imported from CN or reported to have epidemiological links with travellers from CN.

Taiwan

TW experienced one major epidemic wave featured by imported cases (343/429) from January to April 2020. ¹¹ Since the first case on 21 January 2020, sporadic cases were observed through to the end of February. At that time, there were 39 cases, of which 60% (n = 23) were attributed to three domestic families and one hospital cluster. ¹² , ¹³ Subsequently, there was another cluster with 36 infections related to naval crews of the Dunmu fleet in late April ¹⁴ which did not initiate another wave. The estimated R for local community‐acquired infections was 0.42. ¹⁵ Since 13 April, no further local cases were reported until 22 December 2020. ¹⁶

Vietnam

The occurrence of large‐scale community infections marked the first epidemic wave from late January to late April 2020. Using data from the first 20‐day incidence, the estimated R was 2.02. ¹⁷ The largest cluster, containing 46 infections, was related to a hospital in Hanoi. ¹⁸ As of 20 April 2020, VN registered 268 cases without deaths; cases were predominantly female (55.2%), aged 20–49 years (67.9%) and Vietnamese (82.5%). ¹⁹ The second wave occurred between July and September 2020 and was mainly in Da Nang. The majority of infections were of the first generation (78.8%). ¹⁷

Hong Kong

The first case on 23 January 2020 sparked the first epidemic wave ²⁰ with two phases. Phase 1 was dominated by imported cases from CN with R estimates of 0.38 (95% credible interval (CrI): 0.35, 0.41) ²¹ and 0.61 (90% CI: 0.47–0.78), ²² while phase 2 was triggered by imported cases by students returning to HK from Europe and North America. About one‐third of local cases were attributed to a large cluster of 103 cases with four generations of transmissions involving four pubs. ²³ Using a purely contact‐structured model, the R was estimated to be 2.29. ²⁴ The daily incidence peaked at around 80 in March and fell below 10 in mid‐April. In July, a second wave emerged, featured by locally acquired cases from several large clusters in residential care homes for the elderly (RCHE), restaurants and workplaces. ²³ Sparked by a large cluster of 732 cases involving 28 dancing and singing venues, two housing estates and one RCHE, a third wave arrived in November. ²⁵ As of 31 December 2020, 8847 cases (Table 1) were reported.

Table 1.

Cumulative number of cases, deaths and recovered, cumulative cases and deaths per 1 million population and deaths per population in eight selected previous SARS‐affected territories in the Asia‐Pacific region during 31 December 2019–31 December 2020 ⁴ , ²⁶ , ²⁷

Region	Cumulative number of cases	Cumulative number of deaths	Cumulative number of recovered	Case fatality rate (%)	Cumulative cases per 1 million population	Cumulative deaths per 1 million population	Deaths per population
Australia	28 425	909	25 762	3.41	1121	35.8	1 per 27 904
Hong Kong	8847 ^†	148	7813	1.86	1178	19.7	1 per 50 726
Mainland China	87 071	4634	82 064	5.34	62.3	3.32	1 per 301 622
New Zealand	2162	25	2082	1.19	440	5.08	1 per 196 680
South Korea	61 769	917	42 953	2.09	1195	17.7	1 per 56 389
Singapore	58 599	29	58 449	0.05	10 274	5.08	1 per 196 675
Taiwan	799	7	671	1.03	33.9	0.30	1 per 3 365 891
Vietnam	1465	35	1325	2.57	15.2	0.36	1 per 2 756 060

Open in a new tab

^{^†}

Including one possible case.

SARS, severe acute respiratory syndrome.

South Korea

The first case was identified on 20 January and the daily incidence remained low until mid‐February 2020. ²⁸ The first wave was initiated by a mega cluster of >5000 cases from a Shincheonji church in the city of Daegu (with a population size of 2.5 million). ²⁹ The estimated R was 3.9 (95% CrI: 3.7, 4.2) and the initial doubling time was 3.80 days (95% empirical CI: 3.40–4.20); the epidemic peaked after 15 days and plateaued after 25 days. ²⁹ A second wave of infections was confirmed in late June after a gradual uplift of social‐distancing measures in April. ³⁰ In early August, hundreds of cases from Sarang Jeil Church were found to be related to another cluster. ³¹ As of 23 August, >17 000 cases were reported. The second wave peaked in late August and ended in October. Another large‐scale wave arrived in early November and daily records of >1000 new cases were reported in mid‐December. This wave was ongoing at the end of 2020.

Australia

AU recorded 28 425 cases and experienced two epidemic waves, one between March and April and another between late June and late September 2020. ⁴ The estimated R was 2.77 (95% CI: 2.73–2.83). ³² After the first COVID‐19 case was reported on 25 January 2020, ³³ only sporadic cases were observed from January through March. The first wave contained nearly 60% imported cases, about 25% locally acquired close contacts and around 10% domestic cases with unidentified sources. ³⁴ Apart from a substantial proportion of cases from the cruise ship clusters, ³⁵ some local cases were attributed to several clusters associated with airport staff, ³⁶ aged care and healthcare facilities, ³⁷ and private functions such as weddings. ³⁷ By mid‐year, >3000 cases (out of 7195) were notified by New South Wales. ³⁸ However, by the end of 2020, Victoria suffered a more serious outbreak than other states and territories, reporting 20 368 cases and 820 deaths. ³⁹ The sharp increase in locally acquired cases in Victoria triggered another wave. Clusters of infections and outbreaks were identified frequently in residential aged care facilities (RACF), workplaces and educational and healthcare settings. ⁴⁰ , ⁴¹ Locally acquired cases became the dominant infection source in the second wave.

New Zealand

NZ had one major epidemic wave from early March to early May 2020. The estimated R was 1.80. ⁴² As of 10 May, there were 1503 cases, of whom 22 died. Among the dead, the mean age was 81.5 years, 50% were male and 73% lived in RACF. ⁴³ About half of the cases (47%, n = 702) were linked to one cluster; and the 10 largest outbreaks involved multigenerational transmissions with the largest cluster having a superspreading event at a wedding (n = 98), followed by outbreaks of a school (n = 96) and two RACFs in Canterbury (n = 56) and Waitemata (n = 50), respectively. Older age and Asian ethnicity were independently associated with locally acquired infection, and living in an RACF was associated with higher odds of severe outcomes (3.86, 95% CI: 1.59–9.35). ⁴³

Singapore

SG experienced one major epidemic wave with 58 599 cases, ⁴ triggered by imported cases. Subsequently, there was a substantial number of locally acquired clusters associated with business activities, family gatherings and religious events. ⁴⁴ The estimated R for locally acquired infections was 2.34. ²⁴ By early May, migrant workers' dormitories were the largest clusters accounting for over 85% of crude infections. ⁴⁵ Under multiple control measures, specifically for clusters, the wave started to abate in early August. ⁴

Highlight of epidemiological parameters

Important epidemiological time intervals or proportions that govern the disease course of COVID‐19 have been widely studied (Tables 1, 2). The values of these parameters vary by region. In short, the incubation period (IP) varied from 3.9 to 6.4 days, and the serial interval (SI) ranged from 4.58 to 7.62 days. Containment delay (CD) generally ranged from 4.3 (SK) to 7.2 days (NZ) but can be up to more than 10 days among local cases (TW and SG). These time intervals are time‐varying, for example, in NZ the CD decreased from 7.2 to −2.7 days with increased testing over time. ⁴³

Table 2.

Summary of important epidemiological parameter estimates

Region	CD Estimated mean in days (95% CI)	SAR Estimated % (95% CI)	Asymptomatic proportion Estimated % (time frame)	IP Estimated mean in days (95% CI)	Serial interval Estimated mean in days (95% CI)
CN	4.6 (4.1–5.0) ^a ⁴⁶	10.3 (8.5–12.2) ^b ^, ^c ¹⁰	1.45 ^d (April 2020) ⁴⁷	5.2 (1.8–12.4) ^e ⁴⁸	5.1 (1.3–11.6) ^e ⁴⁸
HK	6.39 (95% bCI: 5.37–7.45) ^f ⁴⁹	11.7 (95% binCI: 7.61–16.8) ^g ⁴⁹	27.6 (November 2020) ⁵⁰	4.2 (4.0–4.5) ^h ⁵¹	4.58 (95% bCI: 3.35–5.85) ^f ⁴⁹
TW	3 or 10 ⁱ ⁵²	0.7 (0.4–1.0) ^g ; 4.6 (2.3–9.3) ^b ⁵³	60–70 ^j (April 2020) ⁵⁴	6.0 (range: 1 to 13) ¹⁵	5.1 (range: −3 to 24) ^k ¹⁵
VN	NA	NA	63.1 (April 2020) ¹⁹	6.4 (95% CrI: 4.89–8.5) ⁵⁵	5.83 ^l ⁵⁶
SG	5.6 (IQR: 2–8) ^m ⁵⁷	5.9 (4.9–7.1) ^b ⁵⁸	50 (June 2020) ⁿ ⁵⁹	5.54 (5.18–5.90) ⁶⁰	5.20 (95% CrI: 3.78–6.78) ^o ⁶¹
SK	4.3 (range: 0 to 15) ^p ⁶²	0.55 (0.31–0.96) ^g ; 7.56 (3.73–14.26) ^b ⁶³	62.0 (July 2020) ⁶⁴	3.9 (range: 0 to 15) ⁶²	6.6 (range: 3 to 15) ^p ⁶²
AU	NA	3.9 (0.5–13.5) ^b ^, ^q ⁶⁵	NA	NA	7.62 (7.53–7.70) ^r ³²
NZ	7.2 (95% UI: 6.3–8.2) ^s ⁴³	NA	1.7 (May 2020) ⁶⁶	NA	5.0 ⁶⁷

Open in a new tab

^{^a}

Study conducted in Shenzhen, China, from 14 January to 12 February 2020. The mean CD for cases detected via symptom‐based and contact‐based surveillance was 4.6 days (95% CI: 4.1–5.0) and 2.7 days (95% CI: 2.1–3.3), respectively.

^{^b}

Household SAR.

^{^c}

Study was conducted in Guangzhou, China.

^{^d}

There was a total of 81 802 COVID‐19 cases by 7 April 2020, of which 1190 confirmed cases were asymptomatic after extended close follow‐up and further 1095 cases tentatively were classified as asymptomatic cases but still under medical observation.

^{^e}

Based on confirmed cases reported in 30 provinces outside Hubei, China, by 17 February 2020.

^{^f}

Based on confirmed COVID‐19 cases reported in HK by 13 February 2020.

^{^g}

Overall SAR.

^{^h}

Estimated median IP.

^ⁱ

The estimated median days from onset to report for local and imported cases were 10 and 3 days, respectively, during January to March 2020.

^{^j}

Around 60–70% of cases were regarded as asymptomatic and mild cases of COVID‐19.

^{^k}

Based on cases identified in TW between 28 January and 12 April 2020.

^{^l}

Based on cases identified in VN from January to March 2020.

^{^m}

Presented as the interval from symptom onset to hospital isolation or quarantine from 2 January to 29 February 2020.

^ⁿ

Among all new COVID‐19 cases in June 2020.

^{^o}

Based on cases confirmed in SG from 21 January to 26 February 2020 and it presented as the mean generation interval.

^{^p}

Based on cases reported in SK from 20 January to 10 February 2020.

^{^q}

Study was conducted in the northern territory of AU.

^{^r}

Presented as generation period.

^{^s}

The estimated mean CD during the initiation of phase 1 of control measure (i.e. travel restrictions) was 7.2 days (95% UI: 6.3 to 8.2). After the implementation of phase 4 control measures (i.e. second half of lockdown), the estimated mean CD reduced to −2.7 days (95% UI: −4.7 to −0.8).

AU, Australia; bCI, Bayesian credible interval; binCI, binomial CI; CD, containment delay; CN, mainland China; COVID‐19, coronavirus disease 2019; CrI, credible interval; HK, Hong Kong; IP, incubation period; IQR, interquartile range; NZ, New Zealand; SAR, secondary attack rate; SG, Singapore; SK, South Korea; TW, Taiwan; UI, uncertainty interval; VN, Vietnam.

The asymptomatic proportion (AP) ranged from 27.6% (HK) to 70.0% (TW) in most countries, except CN (1.45%) and NZ (1.7%). However, in Wanzhou, CN, it surpassed 30%, ⁶⁸ thus the variation in AP can be large within a country. The secondary attack rate (SAR) ranged from 3.9% (AU) to 10.3% (CN) in households, but was only 0.55% (SK) in general population. Case fatality rates (CFR) ranged from 0.05% (SG) to 5.34% (CN). AU had the highest death per populations (1 per 27 904) followed by HK (1 per 50 726) and SK (1 per 56 389).

CLINICAL SPECTRUM AND VIRAL KINETICS

Clinical spectrum

There is a wide clinical spectrum of COVID‐19 ranging from asymptomatic or pre‐symptomatic stage, mild, moderate and severe to critical disease with definitions as follows ⁶⁹ :

Asymptomatic or pre‐symptomatic infection: Patients who test positive for SARS‐CoV‐2 using a virologic test (i.e. a nucleic acid amplification test or an antigen test) but who have no symptoms of COVID‐19.
Mild illness: Individuals who have some symptoms and signs of COVID‐19 (e.g. fever, cough, malaise, sore throat, headache, muscle pain, nausea, vomiting, diarrhoea, loss of taste and anosmia) but without evidence of viral pneumonia or hypoxia.
Moderate illness: Individuals who have clinical signs of pneumonia (fever, cough, dyspnoea and fast breathing) but no signs of severe pneumonia, including SpO₂ ≥ 90% on room air.
Severe illness: Individuals who have clinical signs of pneumonia (fever, cough, dyspnoea and fast breathing) plus one of the following: respiratory rate > 30 breaths/min, severe respiratory distress or SpO₂ < 90% on room air.
Critical illness: Individuals who have acute respiratory distress syndrome (ARDS), septic shock and/or multiple organ dysfunction.

While the majority of patients with COVID‐19 develop mild (40%) or moderate (40%) disease, about 15% develop severe disease requiring supplemental oxygen, while 5% progress to critical disease with complications such as ARDS, sepsis and septic shock, thromboembolism and/or multi‐organ failure, including acute kidney injury and cardiac injury. ⁷⁰ Older age, cigarette smoking and underlying co‐morbid diseases, such as diabetes mellitus, hypertension, cardiac disease, chronic lung disease and malignancy, have been reported as risk factors associated with severe disease and death. Multivariable analyses have confirmed older age, higher sequential organ failure assessment (SOFA) score and d‐dimer >1 μg/L on admission were associated with higher mortality. This study also observed a median duration of viral RNA detection of 20.0 days (IQR: 17.0–24.0) in survivors, while COVID‐19 viral RNA was detectable until death in fatal cases. ⁷¹ , ⁷²

The median IP for COVID‐19 is 4 days (IQR: 2–7 days), but can be up to 14 days. ⁷³ During the ‘pre‐symptomatic’ period, some infected persons can be infectious, from 1 to 3 days before symptom onset. ⁷⁴ It is important to recognize that pre‐symptomatic transmission occurs via infectious respiratory droplets or by direct or indirect contact with bodily fluids from an infected person while asymptomatic transmission can also occur. ⁷⁵

Symptomatic transmission refers to transmission of SARS‐CoV‐2 from persons with symptoms to others. Various studies have shown that transmission from symptomatic people to others predominantly occurs by close contact with respiratory droplets, by direct contact with infected persons or via contact with contaminated surfaces and objects. ⁷⁶ , ⁷⁷

Viral kinetics

Several viral kinetic studies with serial upper airway sampling from confirmed patients demonstrate that shedding of SARS‐CoV‐2 is highest in the upper respiratory tract (URT) (nose and throat specimens) in the first week of the disease, ⁷⁸ , ⁷⁹ , ⁸⁰ peaking within the first 3 days from symptom onset, and subsequently declined with time. ⁷⁴ , ⁸⁰ , ⁸¹ Another study of hospitalized patients with COVID‐19 has shown very high pharyngeal virus shedding during the first week of symptoms, with a peak at 7.11 × 10⁸ RNA copies per throat swab on day 4 while the shedding of viral RNA from sputum outlasted the end of symptoms. ⁸² These data explain the high transmission potential of SARS‐CoV‐2 in causing community transmission among close contacts. The duration of viral RNA detection in many survivors of COVID‐19 was about 37 days. ⁷¹ , ⁷² However, patients with severe immunosuppression after receiving cellular therapies or undergoing haematopoietic stem cell transplantation may shed viable SARS‐CoV‐2 for no less than 2 months. ⁸³ Another prospective study in New York using nasopharyngeal swab samples for patients with SARS‐CoV‐2 by real‐time reverse transcriptase‐polymerase chain reaction (RT‐PCR) has shown a significant independent association between viral load and mortality (hazard ratio (HR): 1.07 (95% CI: 1.03–1.11), P = 0.014), with a 7% increase in hazard for each log‐transformed copy per mL. ⁸⁴

The clinical course of asymptomatic and mildly symptomatic patients with COVID‐19 isolated at a community treatment centre in SK was examined. Among 632 patients, 75 (11.9%) were symptomatic on admission, 186 (29.4%) were asymptomatic on arrival but became symptomatic during their stay while 371 (58.7%) remained asymptomatic throughout the entire clinical course. The mean ± SD virologic remission period for the group was 20.1 ± 7.7 days but it was 11.7 ± 8.2 days in mildly symptomatic patients. The virologic remission period was longer in symptomatic patients than in asymptomatic patients. ⁸⁵

One study based on temporal dynamics in viral shedding in patients with COVID‐19 and modelling has shown the highest viral loads in throat swabs at the time of symptom onset and inferred that infectiousness peaked on or before symptom onset. The authors estimated that 44% (95% CI: 25–69%) of secondary cases were infected during the index cases' pre‐symptomatic stage, in settings with substantial household clustering, active case finding and quarantine outside the home. ⁸⁶

In a study that examined the proportion of SARS‐CoV‐2 transmissions in the community that likely occurred from asymptomatic persons using decision analytical model, transmission from asymptomatic individuals was estimated to account for more than 50% of all transmissions. The study findings suggest that identification and isolation of patients with symptomatic COVID‐19 alone will not control the ongoing spread of SARS‐CoV‐2. ⁸⁷

POLICY IMPACT OF COVID‐19 ON SARS‐AFFECTED TERRITORIES

Health authorities of SARS‐affected territories enacted interventions at the expense of social and societal benefits. Details of the interventions varied by territory but can be broadly grouped into (i) social‐distancing, (ii) border control and (iii) contact‐tracing and testing. Social‐distancing reduces the social interaction between individuals and is usually in the form of closing venues (such as schools and entertainment premises), work‐from‐home arrangements and a ban on gatherings. Border control measures block the entry of imported cases and are usually in the form of mandatory quarantine upon arrival, an entry ban for non‐residents and requiring a negative test result from arrivals. Contact‐tracing enables prompt identification of potential cases and digital technology greatly enhances its efficacy. SK adopted the ‘corona 100m’, ⁸⁸ a mobile application which alerts users when they have approached locations previously visited by an infected individual. Subsequently, other countries applied similar tools (CN: Health QR Code ⁸⁹ ; HK: LeaveHomeSafe ⁹⁰ ; SG: Tracetogether ⁹¹ ; NZ: COVID‐tracer ⁹² ; VN: Bluezone ⁹³ ) to record the commuting history of citizens with their smartphones or a Bluetooth token to monitor whom they have contacted. The strategies for adoption and easing of control measures have varied by region and are discussed below.

Government‐guided strategy

TW made a remarkable achievement in avoiding a large‐scale outbreak with vigorous government‐guided strategies, including prompt border control before health warnings from the WHO, social‐distancing measures, a name‐based rationing system for medical masks, early screening, effective methods for isolation and quarantine such as TOCC‐based (travel, occupation, contact and cluster) rapid triage to arrange suspected cases with contact and travel history to outdoor clinics. ⁹⁴

Suppress‐and‐lift strategy

The strategy involved alternate tightening and loosening of existing restrictions until the number of infections reached a low level ⁹⁵ and was adopted by CN, HK, SG and VN. However, some containment measures such as mandatory mask‐wearing in public areas remained in place while monitoring for possible resurgence in cases. Both the HK and SG governments provided reusable masks to all citizens for free. ⁹⁶

When social‐distancing measures were not sufficient in flattening the epidemic curve, CN, HK and SG adopted more stringent approaches. During the first wave, SG implemented a nationwide partial lockdown, which mainly involved a stay‐at‐home order and restriction of movement in specific areas ⁹⁷ ; examples of stricter measures in HK included suspending dine‐in services after 6 pm and issuing compulsory testing notices to individuals who had frequented premises related to infection clusters. ⁹⁸ Similarly, CN exercised a lockdown in Wuhan and another 17 cities in Hubei and implemented active case surveillance at traffic hubs and fever clinics for suspected or confirmed cases ⁸ ; recovered patients were suggested to perform 14‐day self‐health monitoring as home quarantine and have a follow‐up visit on the second and fourth week after discharge. ⁹⁹ With the expected daily PCR testing capacity of 10 000 in HK and 40 000 in SG, ⁹⁵ high‐risk groups in both territories were required to have compulsory testing to improve case identification. ¹⁰⁰ , ¹⁰¹ The HK government even provided a voluntary virus testing service to all citizens to uncover hidden transmission links. ¹⁰²

During the easing of restrictions, CN ⁸ and HK ¹⁰² used the lifting strategy, whereas SG ⁹⁷ employed a three‐phase plan (safe reopening, safe transition and safe nation). After the first wave ended on 1 June 2020, the first phase in SG allowed primary and secondary schools to resume face‐to‐face classes for students in senior forms; and in the second phase, all students were allowed to return to school. ¹⁰³ Similarly, in HK, during the initially ‘lift’ phase in September 2020, schools were prioritized to resume for students in senior forms and (primary and secondary only) one junior form, followed by full opening in the subsequent week. ¹⁰⁴ SG entered phase 3 on 28 December 2020 where social, cultural, religious and business gatherings or events resumed with limited sizes. ¹⁰⁵ In HK, the maximum number of people allowed to sit at one public dining table was lifted from eight to no limit on 19 June 2020 following successful suppression of the second wave but this had led to a major upsurge of cases in the third wave which began in July 2020. ²³ Dining has been banned in restaurants since 10 December 2020 as a social‐distancing measure to suppress the fourth wave. ¹⁰⁶ While CN resumed work and school activities in February and March, respectively, ⁸ widespread active testing was first conducted at the city level (e.g. Wuhan, Beijing) ¹⁰⁷ , ¹⁰⁸ and later expanded to the national level in August ¹⁰⁹ to cover silent transmissions.

In VN, the suppress‐and‐lift strategy can be delineated from the border control. In the early stage of wave 1, passengers leaving international airports were screened and a stay‐at‐home order was enforced on citizens residing in regions or villages with active cases ¹⁹ ; the order was later expanded to a 15‐day national level lockdown in later phases of the epidemic wave in early April. ¹¹⁰ Similar to SG and HK, these measures were eased in late April after the epidemic was controlled. At that time, 2119 tests were conducted per 1 million population ¹⁹ which is about one‐tenth of the laboratory capacity in HK and SG (HK: 21 000; SG: 24 000). ¹¹¹ Subsequently, different levels of schools reopened. Domestic travel between cities resumed. A local outbreak in Da Nang and Hoi An in late July triggered the reintroduction of key interventions on 28 July. Around 80 000 people from Da Nang were evacuated to other nearby cities in early August. ¹¹² Domestic air travel to and from Da Nang was suspended until 6 September. ¹¹³ Thereafter, travel restrictions remained for all foreign tourists and 14‐day quarantine was required among short‐term business travellers arriving from designated countries. ¹¹³

Trigger‐based/suppression approach and alert system

Three regions used either trigger‐based (SK) or suppression approaches (NZ and AU) to initiate and alert systems to ease the restrictions.

SK initially based their approach on the epidemiological threshold of an incidence of <50 cases to trigger the implementation of restrictions. ⁹⁵ Alongside the general social‐distancing measures, the government adopted active contract‐tracing followed by prompt isolation, treatment of cases and quick and extensive testing. In particular, the tests covered suspected cases of affected regions a few days after the outbreaks. To improve the efficiency of contact‐tracing, an emergency hotline was established for health authorities to have prompt and efficient responses to individuals who had symptoms or contact with known cases. ¹¹⁴ However, bans on public and religious gatherings were not imposed during the first epidemic wave. ¹¹⁵ With a surge of cluster infection cases in November to initiate the third epidemic wave, several epidemiological metrics, such as the number of newly and cumulative cases and number of severe cases, were considered to revise the previous nationwide three‐tier system so that the effectiveness of the interventions could be improved. A more stringent incremental physical‐distancing system with a region‐specific five‐tier framework was implemented in early November: levels 1, 1.5, 2, 2.5 and 3 were triggered if the number of daily cases nationwide for a week was <100, >100, >300, 400–500 and 800–>1000, respectively. ¹¹⁶ To limit the spread of the disease in high‐risk facilities, strong restrictions were applied, such as prohibition of gatherings of >100 people in church under level 1.5 and closure of schools, restaurants, karaoke rooms, movies halls, hair salons, coffee shops and bath houses under level 3. ¹¹⁷ During the Christmas and New Year holiday periods, gathering of >4 people was limited and ski resorts and tourist spots were shut down. ¹¹⁸ By the end of 2020, SK had never imposed a full national lockdown.

NZ had a four‐level alert system. ¹¹⁹ Due to the large number of local cases observed in early March, the lockdown order was made initially on 26 March with strong containment measures, including closure of all non‐essential businesses and schools to suppress or eliminate ¹²⁰ to a low number or zero infections. ¹²¹ Level 4 restrictions were subsequently implemented and asymptomatic testing on communities with outbreaks was conducted. ¹²² , ¹²³ Thereafter, community transmission started to ease. After a gradual restriction easing to level 3 on 28 April and level 2 on 2 May, NZ went to level 1 on 8 June when restrictions on gatherings, workplaces and services were lifted. ¹²⁴ Following a resurgence of cases in early August, Auckland resumed level 3 restrictions. ¹²⁵ On 7 October, Auckland and the rest of NZ downgraded to level 1. ¹²⁶ However, NZ's borders remain closed to all foreigners and a 14‐day quarantine on all returning residents is still in place as of the end of 2020.

AU had a stage 4 restriction mechanism but the link to the corresponding control measures in each stage was not explicitly mentioned. ¹²⁷ A combination of key control measures mentioned earlier had likely been effective in slowing the spread of the disease in the first epidemic wave between March and April. Hotel quarantine measures were implemented on 28 March. ¹²⁸ On 8 May, the government announced a state‐ and territory‐specific three‐step plan in easing restrictions in cultural venues depending on the ongoing public health situation and local epidemiology ⁴¹ —priority was given to libraries followed by cinemas, museums, galleries and some performing arts activities and lastly theatres inviting >100 people. A regional resurgence of cases resulted in the lockdown in metropolitan Melbourne from 9 July ¹²⁹ ; stage 4 and 3 restrictions were in place on 2 August in Melbourne and on 6 August in Victoria. ¹³⁰ With the decline in the number of new cases, restrictions on these areas were relaxed at the end of September. ¹³¹

IMPLICATION AND OUTLOOK

This review summarizes important epidemiological estimates and different bundled control and lifting measures exercised by governments at different stages of the ongoing epidemic. The end of 2020 marked the first anniversary of the COVID‐19 pandemic. The territory‐specific estimates of important epidemiological time intervals or proportions in the APR were very heterogeneous such that using them for inference should be handled with caution. In terms of infection rates, a contrast outcome remained substantially lower in much of the region compared to the West. Two major differences between the two hemisphere's approaches are highlighted. First, territories in the APR were far more attentive to COVID‐19 when it first appeared due to their previous outbreak management experience of SARS in 2003 and various and recurring outbreaks of avian influenza A (H5N1), first in 1997 and then sporadically since 2002. SK even had a massive MERS outbreak in 2015. These countries became extremely vigilant and were already in a state of semi‐preparedness to deal with the upcoming outbreak. Comprehensive public health infrastructure established prior to the COVID‐19 pandemic allowed TW to have a prompt and coordinated response. Individuals in the APR might also have contributed to strong psychological and behavioural responses which, metaphorically, resembled a fast secondary immune response during re‐exposure to the same pathogen. ¹³² A comparative study between HK (a territory in APR) and the UK (a territory in the West) suggested that those who perceived severity of COVID‐19 as ‘high’ in HK were more likely than those in the UK to adopt social‐distancing measures. ¹³³ Second, the control policies adopted in countries in the Asia‐Pacific such as SG and CN were top down and citizens in this region respect authority. ¹³⁴ In a controlled institution environment, the immediate implementation of draconian policies such as citywide or countrywide lockdown, compulsory quarantine of suspected cases and enforcement of visit record collection could successfully flatten the epidemic curve in a short period of time. Although implementation of some Asia‐Pacific approaches used by governments in the West may induce arguments and protests from the public, the potential social and economic benefits from lockdown avoidance might lessen some objections.

With the hope of a vaccine to end this pandemic, we should review what we have learnt and examine how to transfer and improve existing knowledge for ongoing and future epidemics. Asymptomatic and pre‐symptomatic transmission is a hallmark of COVID‐19 and identification and isolation of patients with symptomatic COVID‐19 alone will not effectively control the ongoing spread of SARS‐CoV‐2. For future waves, psychological fatigue with social‐distancing and new coronavirus variants may reduce the effectiveness of current control measures. For the next epidemic, early reporting of the potential disease outbreak to the WHO is essential for better containment and control; closed‐loop communication between neighbouring regions is needed when a potential outbreak of infectious disease occurs to alert the healthcare system; and epidemiologists should liaise with the health department to set up a platform for real‐time data access to inform prompt infection control policies. Our experience in this pandemic will ensure that we are better prepared for the next epidemic.

The Authors

K.O.K. is an assistant professor affiliated with the JC School of Public Health and Primary Care at The Chinese University of Hong Kong. His primary research interests include infectious disease epidemiology and infection control, with a current focus on mitigating emerging infectious disease outbreaks from the mathematical, epidemiological and behavioural perspectives. Y.H. is currently a PhD candidate of the JC School of Public Health and Primary Care at The Chinese University of Hong Kong. Her primary research area is epidemiology of infectious diseases, including antimicrobial resistance, COVID‐2019 and other re‐emerging diseases. M.T.F.T. is currently an MPH student and a research assistant of the JC School of Public Health and Primary Care at The Chinese University of Hong Kong. Her primary research area is epidemiology of infectious diseases, including seasonal influenza, COVID‐2019 and antimicrobial resistance. A.T. is an assistant professor of Department of Software at Sungkyunkwan University in SK. His research interests include simulation and modelling in infectious diseases, and medical and health informatics. S.Y.S.W. is the Director of JC School of Public Health and Primary Care at The Chinese University of Hong Kong. His research interests focus on evaluating and developing mindfulness‐based and mental health interventions in primary care, evaluating primary care services and developing primary care service models as well as multimorbidity. W.I.W. is an MPhil degree holder and a senior research assistant affiliated with the JC School of Public Health and Primary Care at The Chinese University of Hong Kong. Her primary research interests include epidemiology of pre‐existing and emerging infectious diseases, behavioural science and infection control in healthcare and community settings. D.S.C.H. is the Chairman of Department of Medicine and Therapeutics at The Chinese University of Hong Kong. His research interests include respiratory failure and sleep‐disordered breathing, management of emerging severe acute respiratory infections, the safety of respiratory therapy and prevention of nosocomial infections in the post‐SARS era and common airway diseases.

Supporting information

Appendix S1. Cumulative number of cases, deaths and recovered, cumulative cases and deaths per 1 million population and deaths per population in COVID‐19‐affected territories (except those in Table 1) in the Asia‐Pacific region during 31 December 2019–31 December 2020.

Appendix S2. Glossary of terms.

Click here for additional data file.^{(22.8KB, docx)}

Kwok KO, Huang Y, Tsoi MTF, et al. Epidemiology, clinical spectrum, viral kinetics and impact of COVID‐19 in the Asia‐Pacific region. Respirology. 2021;26:322–333. 10.1111/resp.14026

Received 25 January 2021; accepted 8 February 2021

REFERENCES

1. Meyer B, Drosten C, Müller MA. Serological assays for emerging coronaviruses: challenges and pitfalls. Virus Res. 2014; 194: 175–83. [DOI] [PMC free article] [PubMed] [Google Scholar]
2. London Business School . Looking ahead to 2021 and the economic impact of Covid‐19. Forbes Magazine [Internet]. 2020. [Accessed 15 Dec 2020.] Available from URL: https://www.forbes.com/sites/lbsbusinessstrategyreview/2020/12/15/looking‐ahead‐to‐2021‐and‐the‐economic‐impact‐of‐covid‐19/
3. United Nations. Everyone included: social impact of COVID‐19 [Internet]. [Accessed 15 Dec 2020.] Available from URL: https://www.un.org/development/desa/dspd/everyone‐included‐covid‐19.html
4. Dong E, Du H, Gardner L. An interactive web‐based dashboard to track COVID‐19 in real time. Lancet Infect. Dis. 2020; 20: 533–4. [DOI] [PMC free article] [PubMed] [Google Scholar]
5. UNESCAP‐Statistics Division . 4 List of countries in the Asia‐Pacific region and subregions [Internet]. 2020. [Accessed 20 Dec 2020.] Available from URL: https://data.unescap.org/dataviz/methodology/list‐of‐countries‐in‐the‐asia‐pacific‐region‐and‐subregions.html
6. Chan‐Yeung M, Xu R‐H. SARS: epidemiology. Respirology 2003; 8(Suppl. 1): S9–14. [DOI] [PMC free article] [PubMed] [Google Scholar]
7. World Health Organization . 2015 MERS outbreak in Republic of Korea [Internet]. [Accessed 15 Jan 2021.] Available from URL: https://www.who.int/westernpacific/emergencies/2015-mers-outbreak
8. Xu T‐L, Ao M‐Y, Zhou X, Zhu W‐F, Nie H‐Y, Fang J‐H, Sun X, Zheng B, Chen X‐F. China's practice to prevent and control COVID‐19 in the context of large population movement. Infect. Dis. Poverty 2020; 9: 115. [DOI] [PMC free article] [PubMed] [Google Scholar]
9. Lin Y‐F, Duan Q, Zhou Y, Yuan T, Li P, Fitzpatrick T, Fu L, Feng A, Luo G, Zhan Y et al. Spread and impact of COVID‐19 in China: a systematic review and synthesis of predictions from transmission‐dynamic models. Front. Med. 2020; 7: 321. [DOI] [PMC free article] [PubMed] [Google Scholar]
10. Luo L, Liu D, Liao X, Wu X, Jing Q, Zheng J, Liu F, Yang S, Bi H, Li Z et al. Contact settings and risk for transmission in 3410 close contacts of patients with COVID‐19 in Guangzhou, China: a prospective cohort study. Ann. Intern. Med. 2020; 173: 879–87. [DOI] [PMC free article] [PubMed] [Google Scholar]
11. Taiwan Centers for Disease Control . CECC reports no new confirmed cases; 281 patients released from isolation [Internet]. [Accessed 15 Jan 2021.] 2020. Available from URL: https://www.cdc.gov.tw/En/Bulletin/Detail/mvsSjgfwPC90RS5L8I06yA?typeid=158
12. Chang Y‐T, Lin C‐Y, Tsai M‐J, Hung C‐T, Hsu C‐W, Lu P‐L, Hou M‐F. Infection control measures of a Taiwanese hospital to confront the COVID‐19 pandemic. Kaohsiung J. Med. Sci. 2020; 36: 296–304. [DOI] [PMC free article] [PubMed] [Google Scholar]
13. Dai C‐Y, Yu M‐L, Jong Y‐J, Ho C‐K. Familial clusters of the 2019 novel coronavirus diseases in Taiwan. Travel Med. Infect. Dis. 2020; 36: 101813. [DOI] [PMC free article] [PubMed] [Google Scholar]
14. Taiwan Centers for Disease Control . CECC confirms 2 more imported COVID‐19 cases; cases arrive in Taiwan from the UK and India [Internet]. 2020. [Accessed 15 Jan 2021.] Available from URL: https://www.cdc.gov.tw/En/Bulletin/Detail/-ShMvyrZbj9DKWNTBPCyxQ?typeid=158
15. Liu J‐Y, Chen T‐J, Hwang S‐J. Analysis of community‐acquired COVID‐19 cases in Taiwan. J. Chin. Med. Assoc. 2020; 83: 1087–92. [DOI] [PubMed] [Google Scholar]
16. Taiwan Centers for Disease Control . CECC confirms 1 more indigenous COVID‐19 case; a contact of case #765 confirmed to have COVID‐19 and locations visited by case #765 disclosed [Internet]. [Accessed 11 Jan 2021.] Available from URL: https://www.cdc.gov.tw/En/Bulletin/Detail/k72hT71KxrunjqeDZEnDKA?typeid=158
17. Van Nguyen Q, Cao DA, Nghiem SH. The spread of COVID‐19 and policy responses in Vietnam: an overview. Int. J. Infect. Dis. 2020; 103: P157–61. [DOI] [PMC free article] [PubMed] [Google Scholar]
18. Duy C, Nong VM, Van Ngo A, Doan TT, Nguyen TQ, Truong PT, Olson L, Larsson M. Nosocomial coronavirus disease outbreak containment, Hanoi, Vietnam, March‐April 2020. Emerg. Infect. Dis. 2021; 27: 10–7. [DOI] [PMC free article] [PubMed] [Google Scholar]
19. Hoang VT, Pham TD, Dao TL, Nguyen DT, Dang VN, Dao TT, Nguyen VL, Dang QH, Do XC, Nguyen VT et al. Epidemiological characteristics of COVID‐19 patients in Vietnam and a description of disease control and prevention measures in Thai Binh province. Preprints 2020. 10.20944/preprints202005.0197.v1 [DOI] [Google Scholar]
20. Kwok KO, Wong V, Wei VWI, Wong SYS, Tang JW‐T. Novel coronavirus (2019‐nCoV) cases in Hong Kong and implications for further spread. J. Infect. 2020; 80: 671–93. [DOI] [PMC free article] [PubMed] [Google Scholar]
21. Kwok KO, Wei WI, Ying H, Angel W, Tang A, Wong Samuel YS. Estimation of early phase local‐to‐local transmissibility and importation hazard of coronavirus disease 2019 (COVID‐19) epidemic under assorted containment measures in Hong Kong. 2020. [DOI] [PMC free article] [PubMed]
22. Kwok KO, Chan HHH, Huang Y, Hui DSC, Tambyah PA, Wei WI, Chau PYK, Wong SYS, Tang JWT. Inferring super‐spreading from transmission clusters of COVID‐19 in Hong Kong, Japan, and Singapore. J. Hosp. Infect. 2020; 105: 682–5. [DOI] [PMC free article] [PubMed] [Google Scholar]
23. Kwok KO, Wei WI, Huang Y, Kam KM, Chan EYY, Riley S, Chan HHH, Hui DSC, Wong SYS, Yeoh EK. Evolving epidemiological characteristics of COVID‐19 in Hong Kong, January to August 2020. 2021. [DOI] [PMC free article] [PubMed]
24. Hilton J, Keeling MJ. Estimation of country‐level basic reproductive ratios for novel coronavirus (SARS‐CoV‐2/COVID‐19) using synthetic contact matrices. PLoS Comput. Biol. 2020; 16: e1008031. [DOI] [PMC free article] [PubMed] [Google Scholar]
25. Duhalde M. Visualising Hong Kong's biggest Covid‐19 super‐spreader event [Internet]. 2021. [Accessed 12 Jan 2021.] Available from URL: https://bit.ly/3nXsWIN
26. The World Bank . Population, total [Internet]. [Accessed 15 Jan 2021.] Available from URL: https://data.worldbank.org/indicator/SP.POP.TOTL?end=2019
27. National Statistics, Republic of China (Taiwan) . [Internet]. [Accessed 20 Jan 2021.] Available from URL: https://eng.stat.gov.tw/point.asp?index=9
28. COVID‐19 National Emergency Response Center, Epidemiology Center, Epidemiology & and Case Management Team, Korea Centers for Disease Control and Prevention . Coronavirus disease‐19: the first 7,755 cases in the Republic of Korea. Osong Public Health Res Perspect. 2020; 11: 85–90. [DOI] [PMC free article] [PubMed] [Google Scholar]
29. Lee W, Hwang S‐S, Song I, Park C, Kim H, Song I‐K, Choi HM, Prifti K, Kwon Y, Kim J et al. COVID‐19 in South Korea: epidemiological and spatiotemporal patterns of the spread and the role of aggressive diagnostic tests in the early phase. Int. J. Epidemiol. 2020; 49: 1106–16. [DOI] [PMC free article] [PubMed] [Google Scholar]
30. Ryu S, Noh E, Ali ST, Kim D, Lau EHY, Cowling BJ. Epidemiology and control of two epidemic waves of SARS‐CoV‐2 in South Korea [Internet]. 2020. [Accessed 12 Jan 2021.] Available from URL: https://papers.ssrn.com/abstract=3687061
31. Kim H. South Korea warns of “massive” coronavirus risk. Bloomberg News [Internet]. 2020. [Accessed 12 Jan 2021.] Available from URL: https://www.bloomberg.com/news/articles/2020‐08‐23/jump‐in‐seoul‐s‐covid‐19‐cases‐sparks‐fear‐of‐nationwide‐spread
32. Chang SL, Harding N, Zachreson C, Cliff OM, Prokopenko M. Modelling transmission and control of the COVID‐19 pandemic in Australia. Nat. Commun. 2020; 11: 5710. [DOI] [PMC free article] [PubMed] [Google Scholar]
33. Australian Government Department of Health . First confirmed case of novel coronavirus in Australia [Internet]. 2020. [Accessed 13 Jan 2021.] Available from URL: https://www.health.gov.au/ministers/the‐hon‐greg‐hunt‐mp/media/first‐confirmed‐case‐of‐novel‐coronavirus‐in‐australia
34. Australian Government Department of Health . Coronavirus (COVID‐19) at a glance – 30 April 2020 [Internet]. 2020. [Accessed 13 Jan 2021.] Available from URL: https://www.health.gov.au/resources/publications/coronavirus-covid-19-at-a-glance-30-april-2020
35. COVID‐19 National Incident Room Surveillance Team . COVID‐19, Australia: Epidemiology Report 10 (Reporting week to 23:59 AEST 5 April 2020). Commun. Dis. Intell. 2020; 44: 4–4. [DOI] [PubMed] [Google Scholar]
36. Government of South Australia . COVID‐19 update 12 April 2020 [Internet]. 2020. [Accessed 13 Jan 2021.] Available from URL: https://www.sahealth.sa.gov.au/wps/wcm/connect/Public+Content/SA+Health+Internet/About+us/News+and+media/all+media+releases/covid‐19+update+12+April+2020+pm
37. COVID‐19 National Incident Room Surveillance Team . COVID‐19, Australia: Epidemiology Report 11 (Reporting week to 23:59 AEST 12 April 2020). Commun. Dis. Intell. 2020; 44. 10.33321/cdi.2020.44.34. [DOI] [PubMed] [Google Scholar]
38. Australian Government Department of Health . Coronavirus (COVID‐19) at a glance – 31 May 2020 [Internet]. 2020. [Accessed 13 Jan 2021.] Available from URL: https://www.health.gov.au/resources/publications/coronavirus‐covid‐19‐at‐a‐glance‐31‐may‐2020
39. Australian Government Department of Health . Coronavirus (COVID‐19) at a glance – 31 December 2020 [Internet]. 2020. [Accessed 13 Jan 2021.] Available from URL: https://www.health.gov.au/resources/publications/coronavirus-covid-19-at-a-glance-31-december-2020
40. COVID‐19 National Incident Room Surveillance Team . COVID‐19, Australia: Epidemiology Report 23 (Fortnightly reporting period ending 16 August 2020). Commun. Dis. Intell. 2020; 44: 6–7. [DOI] [PubMed] [Google Scholar]
41. COVID‐19 National Incident Room Surveillance Team . COVID‐19, Australia: Epidemiology Report 25 (Fortnightly reporting period ending 13 September 2020). Commun. Dis. Intell. 2020; 44: 7–15. [DOI] [PubMed] [Google Scholar]
42. Binny RN, Lustig A, Brower A, Hendy SC, James A, Parry M, Plank MJ, Steyn N. Effective reproduction number for COVID‐19 in Aotearoa New Zealand. medRxiv 2020. 10.1101/2020.08.10.20172320. [DOI] [Google Scholar]
43. Jefferies S, French N, Gilkison C, Graham G, Hope V, Marshall J, McElnay C, McNeill A, Muellner P, Paine S et al. COVID‐19 in New Zealand and the impact of the national response: a descriptive epidemiological study. Lancet Public Health 2020; 5: e612–23. [DOI] [PMC free article] [PubMed] [Google Scholar]
44. Singapore Ministry of Health . 14 MORE CASES DISCHARGED; 42 NEW CASES OF COVID‐19 INFECTION CONFIRMED. 2020. [Internet]. [Accessed 13 Jan 2021.] Available from URL: https://www.moh.gov.sg/news-highlights/details/14-more-cases-discharged-42-new-cases-of-covid-19-infection-confirmed
45. Koh D. Migrant workers and COVID‐19. Occup. Environ. Med. 2020; 77: 634–6. [DOI] [PMC free article] [PubMed] [Google Scholar]
46. Bi Q, Wu Y, Mei S, Ye C, Zou X, Zhang Z, Liu X, Wei L, Truelove SA, Zhang T et al. Epidemiology and transmission of COVID‐19 in 391 cases and 1286 of their close contacts in Shenzhen, China: a retrospective cohort study. Lancet Infect. Dis. 2020; 20: 911–9. [DOI] [PMC free article] [PubMed] [Google Scholar]
47. Wu Z, McGoogan JM. Asymptomatic and pre‐symptomatic COVID‐19 in China. Infect. Dis. Poverty 2020; 9: 72. [DOI] [PMC free article] [PubMed] [Google Scholar]
48. Zhang J, Litvinova M, Wang W, Wang Y, Deng X, Chen X, Li M, Zheng W, Yi L, Chen X et al. Evolving epidemiology and transmission dynamics of coronavirus disease 2019 outside Hubei province, China: a descriptive and modelling study. Lancet Infect. Dis. 2020; 20: 793–802. [DOI] [PMC free article] [PubMed] [Google Scholar]
49. Kwok KO, Wong VWY, Wei WI, Wong SYS, Tang JW‐T. Epidemiological characteristics of the first 53 laboratory‐confirmed cases of COVID‐19 epidemic in Hong Kong, 13 February 2020. Euro Surveill. 2020; 25: 2000155. [DOI] [PMC free article] [PubMed] [Google Scholar]
50. Archives of latest situation of cases of COVID‐19 [Internet]. [Accessed 14 Jan 2021.] Available from URL: https://www.chp.gov.hk/en/features/102997.html
51. Lai CKC, Ng RWY, Wong MCS, Chong KC, Yeoh YK, Chen Z, Chan PKS. Epidemiological characteristics of the first 100 cases of coronavirus disease 2019 (COVID‐19) in Hong Kong Special Administrative Region, China, a city with a stringent containment policy. Int. J. Epidemiol. 2020; 49: 1096–105. [DOI] [PMC free article] [PubMed] [Google Scholar]
52. Tsou T‐P, Chen W‐C, Huang AS‐E, Chang S‐C; Taiwan COVID‐19 Outbreak Investigation Team . Epidemiology of the first 100 cases of COVID‐19 in Taiwan and its implications on outbreak control. J. Formos. Med. Assoc. 2020; 119: 1601–7. [DOI] [PMC free article] [PubMed] [Google Scholar]
53. Cheng H‐Y, Jian S‐W, Liu D‐P, Ng T‐C, Huang W‐T, Lin H‐H; Taiwan COVID‐19 Outbreak Investigation Team . Contact tracing assessment of COVID‐19 transmission dynamics in Taiwan and risk at different exposure periods before and after symptom onset. JAMA Intern. Med. 2020; 180: 1156–63. [DOI] [PMC free article] [PubMed] [Google Scholar]
54. Lin C‐Y, Wang W‐H, Urbina AN, Tseng S‐P, Lu P‐L, Chen Y‐H, Yu M‐L, Wang S‐F. Importation of SARS‐CoV‐2 infection leads to major COVID‐19 epidemic in Taiwan. Int. J. Infect. Dis. 2020; 97: 240–4. [DOI] [PMC free article] [PubMed] [Google Scholar]
55. Bui LV, Nguyen HT, Levine H, Nguyen HN, Nguyen T‐A, Nguyen TP, Nguyen TT, Do TTT, Pham NT, Bui MH. Estimation of the incubation period of COVID‐19 in Vietnam. PLoS One 2020; 15: e0243889. [DOI] [PMC free article] [PubMed] [Google Scholar]
56. Bui L, Thanh TN, Ngoc HN. Early estimation of reproduction number of Covid‐19 in Vietnam. medRxiv 2020. 10.1101/2020.03.28.20046136. [DOI] [Google Scholar]
57. Ng Y, Li Z, Chua YX, Chaw WL, Zhao Z, Er B, Pung R, Chiew CJ, Lye DC, Heng D et al. Evaluation of the effectiveness of surveillance and containment measures for the first 100 patients with COVID‐19 in Singapore – January 2‐February 29, 2020. MMWR Morb. Mortal. Wkly Rep. 2020; 69: 307–11. [DOI] [PMC free article] [PubMed] [Google Scholar]
58. Ng OT, Marimuthu K, Koh V, Pang J, Linn KZ, Sun J, De Wang L, Chia WN, Tiu C, Chan M et al. SARS‐CoV‐2 seroprevalence and transmission risk factors among high‐risk close contacts: a retrospective cohort study. Lancet Infect. Dis. 2020. 10.1016/S1473-3099(20)30833-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
59. Geddie J. Exclusive: half of Singapore's new COVID‐19 cases are symptomless, taskforce head says [Internet]. Reuters. 2020. [Accessed 13 Jan 2021.] Available from URL: https://www.reuters.com/article/us-health-coronavirus-singapore-wong-exc-idUSKBN23F0ZY
60. Tan WYT, Wong LY, Leo YS, Toh MPHS. Does incubation period of COVID‐19 vary with age? A study of epidemiologically linked cases in Singapore. Epidemiol. Infect. 2020; 148: e197. [DOI] [PMC free article] [PubMed] [Google Scholar]
61. Ganyani T, Kremer C, Chen D, Torneri A, Faes C, Wallinga J, Hens N. Estimating the generation interval for coronavirus disease (COVID‐19) based on symptom onset data, March 2020. Euro Surveill. 2020; 25. 10.2807/1560-7917.ES.2020.25.17.2000257. [DOI] [PMC free article] [PubMed] [Google Scholar]
62. Ki M; Task Force for 2019‐nCoV . Epidemiologic characteristics of early cases with 2019 novel coronavirus (2019‐nCoV) disease in Korea. Epidemiol. Health 2020; 42: e2020007. [DOI] [PMC free article] [PubMed] [Google Scholar]
63. COVID‐19 National Emergency Response Center, Epidemiology and Case Management Team, Korea Centers for Disease Control and Prevention . Coronavirus disease‐19: summary of 2,370 contact investigations of the first 30 cases in the Republic of Korea. Osong Public Health Res. Perspect. 2020; 11: 81–4. [DOI] [PMC free article] [PubMed] [Google Scholar]
64. Jung C‐Y, Park H, Kim DW, Choi YJ, Kim SW, Chang TI. Clinical characteristics of asymptomatic patients with COVID‐19: a nationwide cohort study in South Korea. Int. J. Infect. Dis. 2020; 99: 266–8. [DOI] [PMC free article] [PubMed] [Google Scholar]
65. Draper AD, Dempsey KE, Boyd RH, Childs EM, Black HM, Francis LA, Markey PG, Krause VL. The first 2 months of COVID‐19 contact tracing in the Northern Territory of Australia, March‐April 2020. Commun. Dis. Intell. 2020; 44. 10.33321/cdi.2020.44.53. [DOI] [PubMed] [Google Scholar]
66. Robert A. Lessons from New Zealand's COVID‐19 outbreak response. Lancet Public Health 2020; 5: e569–70. [DOI] [PMC free article] [PubMed] [Google Scholar]
67. James A, Plank MJ, Hendy S, Binny RN, Lustig A, Steyn N. Model‐free estimation of COVID‐19 transmission dynamics from a complete outbreak. medRxiv 2020. 10.1101/2020.07.21.20159335. [DOI] [PMC free article] [PubMed] [Google Scholar]
68. Shi Q, Hu Y, Peng B, Tang X‐J, Wang W, Su K, Luo C, Wu B, Zhang F, Zhang Y et al. Effective control of SARS‐CoV‐2 transmission in Wanzhou, China. Nat. Med. 2020; 27: 86–93. [DOI] [PubMed] [Google Scholar]
69. World Health Organization . Clinical management of COVID‐19: interim guidance, 27 May 2020 [Internet]. Report No.: WHO/2019‐nCoV/clinical/2020.5. World Health Organization, 2020. [Accessed 24 Jan 2021.]. Available from URL: https://apps.who.int/iris/handle/10665/332196
70. The Novel Coronavirus Pneumonia Emergency Response Epidemiology Team . The epidemiological characteristics of an outbreak of 2019 novel coronavirus diseases (COVID‐19) — China, 2020. CCDCW 2020; 2: 113–22. [PMC free article] [PubMed] [Google Scholar]
71. Huang C, Wang Y, Li X, Ren L, Zhao J, Hu Y, Zhang L, Fan G, Xu J, Gu X et al. Clinical features of patients infected with 2019 novel coronavirus in Wuhan, China. Lancet. 2020; 395: 497–506. [DOI] [PMC free article] [PubMed] [Google Scholar]
72. Zhou F, Yu T, Du R, Fan G, Liu Y, Liu Z, Xiang J, Wang Y, Song B, Gu X et al. Clinical course and risk factors for mortality of adult inpatients with COVID‐19 in Wuhan, China: a retrospective cohort study. Lancet 2020; 395: 1054–62. [DOI] [PMC free article] [PubMed] [Google Scholar]
73. Guan W‐J, Ni Z‐Y, Hu Y, Liang W‐H, Ou C‐Q, He J‐X, Liu L, Shan H, Lei C‐L, Hui DSC et al.; China Medical Treatment Expert Group for Covid‐19. Clinical characteristics of coronavirus disease 2019 in China. N. Engl. J. Med. 2020; 382: 1708–20. [DOI] [PMC free article] [PubMed] [Google Scholar]
74. Wei WE, Li Z, Chiew CJ, Yong SE, Toh MP, Lee VJ. Presymptomatic transmission of SARS‐CoV‐2 – Singapore, January 23‐March 16, 2020. MMWR Morb. Mortal. Wkly Rep. 2020; 69: 411–5. [DOI] [PMC free article] [PubMed] [Google Scholar]
75. Kimball A, Hatfield KM, Arons M, James A, Taylor J, Spicer K, Bardossy AC, Oakley LP, Tanwar S, Chisty Z et al.; Public Health – Seattle & King County, CDC COVID‐19 Investigation Team. Asymptomatic and presymptomatic SARS‐CoV‐2 infections in residents of a long‐term care skilled nursing facility – King County, Washington, March 2020. MMWR Morb. Mortal. Wkly Rep. 2020; 69: 377–81. [DOI] [PMC free article] [PubMed] [Google Scholar]
76. Ong SWX, Tan YK, Chia PY, Lee TH, Ng OT, Wong MSY, Marimuthu K. Air, surface environmental, and personal protective equipment contamination by severe acute respiratory syndrome coronavirus 2 (SARS‐CoV‐2) from a symptomatic patient. JAMA 2020; 323: 1610–2. [DOI] [PMC free article] [PubMed] [Google Scholar]
77. Liu Y, Yan L‐M, Wan L, Xiang T‐X, Le A, Liu J‐M, Peiris M, Poon LLM, Zhang W. Viral dynamics in mild and severe cases of COVID‐19. Lancet Infect. Dis. 2020; 20: 656–7. [DOI] [PMC free article] [PubMed] [Google Scholar]
78. Yu P, Zhu J, Zhang Z, Han Y. A familial cluster of infection associated with the 2019 novel coronavirus indicating possible person‐to‐person transmission during the incubation period. J. Infect. Dis. 2020; 221: 1757–61. [DOI] [PMC free article] [PubMed] [Google Scholar]
79. Huang R, Xia J, Chen Y, Shan C, Wu C. A family cluster of SARS‐CoV‐2 infection involving 11 patients in Nanjing, China. Lancet Infect. Dis. 2020; 20: 534–5. [DOI] [PMC free article] [PubMed] [Google Scholar]
80. Pan X, Chen D, Xia Y, Wu X, Li T, Ou X, Zhou L, Liu J. Asymptomatic cases in a family cluster with SARS‐CoV‐2 infection. Lancet Infect. Dis. 2020; 20: 410–1. [DOI] [PMC free article] [PubMed] [Google Scholar]
81. Tong Z‐D, Tang A, Li K‐F, Li P, Wang H‐L, Yi J‐P, Zhang Y‐L, Yan J‐B. Potential presymptomatic transmission of SARS‐CoV‐2, Zhejiang Province, China, 2020. Emerg. Infect. Dis. 2020; 26: 1052–4. [DOI] [PMC free article] [PubMed] [Google Scholar]
82. Wölfel R, Corman VM, Guggemos W, Seilmaier M, Zange S, Müller MA, Niemeyer D, Jones TC, Vollmar P, Rothe C et al. Virological assessment of hospitalized patients with COVID‐2019. Nature 2020; 581: 465–9. [DOI] [PubMed] [Google Scholar]
83. Aydillo T, Gonzalez‐Reiche AS, Aslam S, van de Guchte A, Khan Z, Obla A, Dutta J, van Bakel H, Aberg J, García‐Sastre A et al. Shedding of viable SARS‐CoV‐2 after immunosuppressive therapy for cancer. N. Engl. J. Med. 2020; 383: 2586–8. [DOI] [PMC free article] [PubMed] [Google Scholar]
84. Pujadas E, Chaudhry F, McBride R, Richter F, Zhao S, Wajnberg A, Nadkarni G, Glicksberg BS, Houldsworth J, Cordon‐Cardo C. SARS‐CoV‐2 viral load predicts COVID‐19 mortality. Lancet Respir. Med. 2020; 8: e70. [DOI] [PMC free article] [PubMed] [Google Scholar]
85. Lee Y‐H, Hong CM, Kim DH, Lee TH, Lee J. Clinical course of asymptomatic and mildly symptomatic patients with coronavirus disease admitted to community treatment centers, South Korea. Emerg. Infect. Dis. 2020; 26: 2346–52. [DOI] [PMC free article] [PubMed] [Google Scholar]
86. He X, Lau EHY, Wu P, Deng X, Wang J, Hao X, Lau YC, Wong JY, Guan Y, Tan X et al. Temporal dynamics in viral shedding and transmissibility of COVID‐19. Nat. Med. 2020; 26: 672–5. [DOI] [PubMed] [Google Scholar]
87. Johansson MA, Quandelacy TM, Kada S, Prasad PV, Steele M, Brooks JT, Slayton RB, Biggerstaff M, Butler JC. SARS‐CoV‐2 transmission from people without COVID‐19 symptoms. JAMA Netw. Open 2021; 4: e2035057. [DOI] [PMC free article] [PubMed] [Google Scholar]
88. Coronavirus disease 19 (COVID‐19), Republic of Korea [Internet]. 2020. [Accessed 15 Jan 2021.] Available from URL: http://ncov.mohw.go.kr/en/
89. Wang T, Jia F. The impact of health QR code system on older people in China during the COVID‐19 outbreak. Age Ageing 2021; 50: 55–6. [DOI] [PMC free article] [PubMed] [Google Scholar]
90. Office of the Government Chief Information Officer. Government of Hong Kong Special Administrative Region, Hong Kong . LeaveHomeSafe [Internet]. [Accessed 15 Jan 2021.] Available from URL: https://www.leavehomesafe.gov.hk/en/
91. Government of Singapore . TraceTogether [Internet]. [Accessed 15 Jan 2021.] Available from URL: https://www.tracetogether.gov.sg/
92. New Zealand Government . NZ COVID Tracer app [Internet]. [Accessed 15 Jan 2021.] Available from URL: https://www.health.govt.nz/our-work/diseases-and-conditions/covid-19-novel-coronavirus/covid-19-resources-and-tools/nz-covid-tracer-app
93. Ministry of Health of Vietnam . Bluezone – contact detection, protect yourself, protect the community against COVID‐19 [Internet]. [Accessed 15 Jan 2021.] Available from URL: https://bluezone.ai/
94. Chen C‐C, Tseng C‐Y, Choi W‐M, Lee Y‐C, Su T‐H, Hsieh C‐Y, Chang C‐M, Weng S‐L, Liu P‐H, Tai Y‐L et al. Taiwan government‐guided strategies contributed to combating and controlling COVID‐19 pandemic. Front. Public Health 2020; 8: 547423. [DOI] [PMC free article] [PubMed] [Google Scholar]
95. Han E, Tan MMJ, Turk E, Sridhar D, Leung GM, Shibuya K, Asgari N, Oh J, García‐Basteiro AL, Hanefeld J et al. Lessons learnt from easing COVID‐19 restrictions: an analysis of countries and regions in Asia Pacific and Europe. Lancet 2020; 396: 1525–34. [DOI] [PMC free article] [PubMed] [Google Scholar]
96. Government of Hong Kong Special Administrative Region . Government to distribute free reusable masks to all citizens (with photo/video) [Internet] 2020. [Accessed 10 Jan 2021.] Available from URL: https://www.info.gov.hk/gia/general/202005/05/P2020050500692.htm
97. Singapore Ministry of Health . Updates on COVID‐19 (CORONAVIRUS DISEASE 2019) local situation. 2020 [Internet] 2020. [Accessed 15 Jan 2021.] Available from URL: https://www.moh.gov.sg/covid-19
98. Government of Hong Kong Special Administrative Region . Compulsory testing notice gazetted [Internet]. [Accessed 12 Jan 2021.] Available from URL: https://www.info.gov.hk/gia/general/202011/24/P2020112400025.htm
99. Xu Y, Chen Y, Tang X. Guidelines for the diagnosis and treatment of coronavirus disease 2019 (COVID‐19) in China. Glob. Health Med. 2020; 2: 66–72. [DOI] [PMC free article] [PubMed] [Google Scholar]
100. The Government of Hong Kong Special Administrative Region . Compulsory testing for certain persons [Internet]. [Accessed 10 Jan 2021.] Available from URL: https://www.coronavirus.gov.hk/eng/compulsory-testing.html
101. Government of Singapore . FAQs on rostered routine testing [Internet]. [Accessed 11 Jan 2021.] Available from URL: https://www.mom.gov.sg/covid-19/frequently-asked-questions/rostered-routine-testing
102. The Government of Hong Kong Special Administrative Region . COVID‐19 Thematic Website, Together, We Fight the Virus, Home [Internet]. [Accessed 15 Jan 2021.] Available from URL: https://www.coronavirus.gov.hk/eng/index.html
103. Su E, Daga A, Edgar Su AD. Schools reopen as Singapore eases lockdown restrictions [Internet]. Reuters. 2020. [Accessed 11 Feb 2021.] Available from URL: https://www.reuters.com/article/us-health-coronavirus-singapore-reopenin-idUSKBN2390G8
104. The Government of Hong Kong Special Administrative Region . Full resumption of face‐to‐face classes at all schools in Hong Kong [Internet]. [Accessed 11 Feb 2021.] Available from URL: https://www.info.gov.hk/gia/general/202009/29/P2020092900594.htm?fontSize=1
105. Government of Sinagpore . Moving into phase 3 of re‐opening on 28 Dec 2020 [Internet]. [Accessed 11 Feb 2021.] Available from URL: http://www.gov.sg/article/moving‐into‐phase‐3‐of‐re‐opening‐on‐28‐dec‐2020
106. The Government of Hong Kong Special Administrative Region . Government further tightens social distancing measures and extends expiry dates of Regulations under Prevention and Control of Disease Ordinance [Internet]. [Accessed 11 Feb 2021.] Available from URL: https://www.info.gov.hk/gia/general/202012/08/P2020120800780.htm
107. Health Commission of Hubei Province . Wuhan national people's test reassured the country [Internet]. 2020. [Accessed 7 Jan 2021.] Available from URL: http://wjw.hubei.gov.cn/bmdt/ztzl/fkxxgzbdgrfyyq/fkdt/202006/t20200603_2376363.shtml
108. China News . Beijing has carried out nucleic acid testing in an orderly manner and has sampled nearly 3 million people [Internet]. 2020. [Accessed 7 Jan 2021.] Available from URL: http://www.gov.cn/xinwen/2020-06/23/content_5521367.htm
109. Global Times . China strengthens COVID‐19 testing capacity nationwide ahead of flu season [Internet]. 2020. [Accessed 15 Jan 2021.] Available from URL: https://www.globaltimes.cn/content/1199463.shtml
110. Nguyen XQ, Uyen NDT. Vietnam orders 15‐day nationwide isolation from April 1. Bloomberg News [Internet]. 2020. [Accessed 12 Jan 2021.] Available from URL: https://www.bloomberg.com/news/articles/2020‐03‐31/vietnam‐orders‐15‐day‐nationwide‐isolation‐from‐april‐1
111. Global Change Data Laboratory . Total COVID‐19 tests per 1,000 people [Internet]. [Accessed 12 Jan 2021.] Available from URL: https://ourworldindata.org/grapher/full‐list‐cumulative‐total‐tests‐per‐thousand?time=2020‐04‐23..2020‐04‐30&country=HKG~SGP~VNM
112. The Socialist Republic of Viet Nam Online Newspaper of the Government . Tourists to be evacuated from Da Nang due to Covid‐19 outbreak [Internet]. 2020. [Accessed 11 Feb 2021.] Available from URL: http://news.chinhphu.vn/Home/Tourists-to-be-evacuated-from-Da-Nang-due-to-Covid19-outbreak/20207/40912.vgp
113. Briefing V, Shira D; Associates Staff . Vietnam business operations and the coronavirus: updates [Internet]. 2021. [Accessed 11 Feb 2021.] Available from URL: https://www.vietnam-briefing.com/news/vietnam-business-operations-and-the-coronavirus-updates.html/
114. Song R, Choi YS, Ko JY. Operating a national hotline in Korea during the COVID‐19 pandemic. Osong. Public Health Res. Perspect. 2020; 11: 380–2. [DOI] [PMC free article] [PubMed] [Google Scholar]
115. Health Systems Global . COVID‐19: lessons from South Korea [Internet]. 2020. [Accessed 11 Feb 2021.] Available from URL: https://healthsystemsglobal.org/news/covid-19-lessons-from-south-korea/
116. The Straits Times . New 5‐tier social distancing measure in South Korea as new Covid‐19 cases hover around 100 daily [Internet]. 2020. [Accessed 11 Feb 2021.] Available from URL: https://www.straitstimes.com/asia/east‐asia/new‐5‐tier‐social‐distancing‐measure‐in‐south‐korea‐as‐new‐covid‐19‐cases‐hover
117. Park R. Level 1.5 social distancing to take effect in Seoul area on Thursday [Internet]. 2020. [Accessed 11 Feb 2021.] Available from URL: http://tbs.seoul.kr/eFm/newsView.do?typ_800=N&idx_800=3412013&seq_800=20404590
118. Channel New Asia . South Korea orders ski resort, winter tourism shutdown to curb COVID‐19 spread [Internet]. [Accessed 11 Feb 2021.] Available from URL: https://www.channelnewsasia.com/news/asia/south‐korea‐covid‐19‐tourism‐winter‐shutdown‐13822000
119. New Zealand Government . COVID‐19 alert system [Internet]. 2020. [Accessed 11 Feb 2021.] Available from URL: https://covid19.govt.nz/alert-system/.
120. Baker MG, Wilson N, Blakely T. Elimination could be the optimal response strategy for covid‐19 and other emerging pandemic diseases. BMJ 2020; 371: m4907. [DOI] [PubMed] [Google Scholar]
121. Ministry of Health . COVID‐19 health and disability system response plan. Ministry of Health Manatū Hauora, 2020.
122. New Zealand Government . Alert level 4 [Internet]. [Accessed 11 Feb 2021.] Available from URL: https://covid19.govt.nz/alert-system/alert-level-4/
123. Ministry of health, New Zealand . COVID‐19 testing system ready for next phase [Internet]. [Accessed 11 Feb 2021.] Available from URL: https://www.health.govt.nz/news-media/media-releases/covid-19-testing-system-ready-next-phase
124. New Zealand Government . New Zealand moves to alert level 1 [Internet]. 2020. [Accessed 11 Feb 2021.] Available from URL: http://www.beehive.govt.nz/release/new‐zealand‐moves‐alert‐level‐1
125. Scoop Independent News . Police update on checkpoints and alert level 3 restrictions in Auckland [Internet]. 2020. [Accessed 11 Feb 2021.] Available from URL: https://m.scoop.co.nz/stories/AK2008/S00447/police-update-on-checkpoints-and-alert-level-3-restrictions-in-auckland.htm
126. New Zealand Government . Auckland will move to alert level 1 [Internet]. [Accessed 11 Feb 2021.] 2020. Available from URL: https://covid19.govt.nz/updates‐and‐resources/latest‐updates/auckland‐will‐move‐to‐alert‐level‐1/
127. Australian Government Department of Health . Australian health sector emergency response plan for novel coronavirus (COVID‐19) [Internet]. Canberra: Commonwealth of Australia, 2020. [Accessed 15 Jan 2020.] Available from URL: https://www.health.gov.au/resources/publications/australian‐health‐sector‐emergency‐response‐plan‐for‐novel‐coronavirus‐covid‐19
128. Australian Government Department of Health . National review of hotel quarantine [Internet]. 2020. [Accessed 15 Jan 2021.] Available from URL: https://www.health.gov.au/resources/publications/national-review-of-hotel-quarantine
129. Russo R. Melbourne's stage 3 stay‐at‐home restrictions will return on July 9 [Internet]. Time Out. 2020. [Accessed 11 Feb 2021.] Available from URL: https://www.timeout.com/melbourne/news/melbournes-stage-3-stay-at-home-restrictions-will-return-on-july-9
130. Murray‐Atfield Y, Dunstan J. Melbourne placed under stage 4 coronavirus lockdown, stage 3 for rest of Victoria as state of disaster declared [Internet]. ABC News. 2020. [Accessed 11 Feb 2021.] Available from URL: https://www.abc.net.au/news/2020-08-02/victoria-coronavirus-restrictions-imposed-death-toll-cases-rise/12515914
131. Australian Government Department of Health . Coronavirus disease (COVID‐19) epidemiology reports, Australia, 2020. 2020. [Accessed 15 Jan 2021.] Available from URL: https://www1.health.gov.au/internet/main/publishing.nsf/Content/novel_coronavirus_2019_ncov_weekly_epidemiology_reports_australia_2020.htm
132. Kwok KO, Li KK, Chan HHH, Yi YY, Tang A, Wei WI, Wong SYS. Community responses during early phase of COVID‐19 epidemic, Hong Kong. Emerg. Infect. Dis. 2020; 26: 1575–9. [DOI] [PMC free article] [PubMed] [Google Scholar]
133. Bowman L, Kwok KO, Redd R, Yi Y, Ward H, Wei WI, Atchison CJ, Wong SYS. Public perceptions and preventive behaviours during the early phase of the COVID‐19 pandemic: a comparative study between Hong Kong and the United Kingdom. J. Med. Internet Res. 2021. 10.2196/23231 [DOI] [PMC free article] [PubMed] [Google Scholar]
134. Kwok KO, Li KK, Lee SS, Chng PHY, Wei VWI, Ismail NH, Mosli N, Koh D, Lai A, Lim JW. Multi‐centre study on cultural dimensions and perceived attitudes of nurses towards influenza vaccination uptake. J. Hosp. Infect. 2019; 102: 337–42. [DOI] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

Appendix S2. Glossary of terms.

Click here for additional data file.^{(22.8KB, docx)}

[resp14026-bib-0001] 1. Meyer B, Drosten C, Müller MA. Serological assays for emerging coronaviruses: challenges and pitfalls. Virus Res. 2014; 194: 175–83. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0002] 2. London Business School . Looking ahead to 2021 and the economic impact of Covid‐19. Forbes Magazine [Internet]. 2020. [Accessed 15 Dec 2020.] Available from URL: https://www.forbes.com/sites/lbsbusinessstrategyreview/2020/12/15/looking‐ahead‐to‐2021‐and‐the‐economic‐impact‐of‐covid‐19/

[resp14026-bib-0003] 3. United Nations. Everyone included: social impact of COVID‐19 [Internet]. [Accessed 15 Dec 2020.] Available from URL: https://www.un.org/development/desa/dspd/everyone‐included‐covid‐19.html

[resp14026-bib-0004] 4. Dong E, Du H, Gardner L. An interactive web‐based dashboard to track COVID‐19 in real time. Lancet Infect. Dis. 2020; 20: 533–4. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0005] 5. UNESCAP‐Statistics Division . 4 List of countries in the Asia‐Pacific region and subregions [Internet]. 2020. [Accessed 20 Dec 2020.] Available from URL: https://data.unescap.org/dataviz/methodology/list‐of‐countries‐in‐the‐asia‐pacific‐region‐and‐subregions.html

[resp14026-bib-0006] 6. Chan‐Yeung M, Xu R‐H. SARS: epidemiology. Respirology 2003; 8(Suppl. 1): S9–14. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0007] 7. World Health Organization . 2015 MERS outbreak in Republic of Korea [Internet]. [Accessed 15 Jan 2021.] Available from URL: https://www.who.int/westernpacific/emergencies/2015-mers-outbreak

[resp14026-bib-0008] 8. Xu T‐L, Ao M‐Y, Zhou X, Zhu W‐F, Nie H‐Y, Fang J‐H, Sun X, Zheng B, Chen X‐F. China's practice to prevent and control COVID‐19 in the context of large population movement. Infect. Dis. Poverty 2020; 9: 115. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0009] 9. Lin Y‐F, Duan Q, Zhou Y, Yuan T, Li P, Fitzpatrick T, Fu L, Feng A, Luo G, Zhan Y et al. Spread and impact of COVID‐19 in China: a systematic review and synthesis of predictions from transmission‐dynamic models. Front. Med. 2020; 7: 321. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0010] 10. Luo L, Liu D, Liao X, Wu X, Jing Q, Zheng J, Liu F, Yang S, Bi H, Li Z et al. Contact settings and risk for transmission in 3410 close contacts of patients with COVID‐19 in Guangzhou, China: a prospective cohort study. Ann. Intern. Med. 2020; 173: 879–87. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0011] 11. Taiwan Centers for Disease Control . CECC reports no new confirmed cases; 281 patients released from isolation [Internet]. [Accessed 15 Jan 2021.] 2020. Available from URL: https://www.cdc.gov.tw/En/Bulletin/Detail/mvsSjgfwPC90RS5L8I06yA?typeid=158

[resp14026-bib-0012] 12. Chang Y‐T, Lin C‐Y, Tsai M‐J, Hung C‐T, Hsu C‐W, Lu P‐L, Hou M‐F. Infection control measures of a Taiwanese hospital to confront the COVID‐19 pandemic. Kaohsiung J. Med. Sci. 2020; 36: 296–304. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0013] 13. Dai C‐Y, Yu M‐L, Jong Y‐J, Ho C‐K. Familial clusters of the 2019 novel coronavirus diseases in Taiwan. Travel Med. Infect. Dis. 2020; 36: 101813. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0014] 14. Taiwan Centers for Disease Control . CECC confirms 2 more imported COVID‐19 cases; cases arrive in Taiwan from the UK and India [Internet]. 2020. [Accessed 15 Jan 2021.] Available from URL: https://www.cdc.gov.tw/En/Bulletin/Detail/-ShMvyrZbj9DKWNTBPCyxQ?typeid=158

[resp14026-bib-0015] 15. Liu J‐Y, Chen T‐J, Hwang S‐J. Analysis of community‐acquired COVID‐19 cases in Taiwan. J. Chin. Med. Assoc. 2020; 83: 1087–92. [DOI] [PubMed] [Google Scholar]

[resp14026-bib-0016] 16. Taiwan Centers for Disease Control . CECC confirms 1 more indigenous COVID‐19 case; a contact of case #765 confirmed to have COVID‐19 and locations visited by case #765 disclosed [Internet]. [Accessed 11 Jan 2021.] Available from URL: https://www.cdc.gov.tw/En/Bulletin/Detail/k72hT71KxrunjqeDZEnDKA?typeid=158

[resp14026-bib-0017] 17. Van Nguyen Q, Cao DA, Nghiem SH. The spread of COVID‐19 and policy responses in Vietnam: an overview. Int. J. Infect. Dis. 2020; 103: P157–61. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0018] 18. Duy C, Nong VM, Van Ngo A, Doan TT, Nguyen TQ, Truong PT, Olson L, Larsson M. Nosocomial coronavirus disease outbreak containment, Hanoi, Vietnam, March‐April 2020. Emerg. Infect. Dis. 2021; 27: 10–7. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0019] 19. Hoang VT, Pham TD, Dao TL, Nguyen DT, Dang VN, Dao TT, Nguyen VL, Dang QH, Do XC, Nguyen VT et al. Epidemiological characteristics of COVID‐19 patients in Vietnam and a description of disease control and prevention measures in Thai Binh province. Preprints 2020. 10.20944/preprints202005.0197.v1 [DOI] [Google Scholar]

[resp14026-bib-0020] 20. Kwok KO, Wong V, Wei VWI, Wong SYS, Tang JW‐T. Novel coronavirus (2019‐nCoV) cases in Hong Kong and implications for further spread. J. Infect. 2020; 80: 671–93. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0021] 21. Kwok KO, Wei WI, Ying H, Angel W, Tang A, Wong Samuel YS. Estimation of early phase local‐to‐local transmissibility and importation hazard of coronavirus disease 2019 (COVID‐19) epidemic under assorted containment measures in Hong Kong. 2020. [DOI] [PMC free article] [PubMed]

[resp14026-bib-0022] 22. Kwok KO, Chan HHH, Huang Y, Hui DSC, Tambyah PA, Wei WI, Chau PYK, Wong SYS, Tang JWT. Inferring super‐spreading from transmission clusters of COVID‐19 in Hong Kong, Japan, and Singapore. J. Hosp. Infect. 2020; 105: 682–5. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0023] 23. Kwok KO, Wei WI, Huang Y, Kam KM, Chan EYY, Riley S, Chan HHH, Hui DSC, Wong SYS, Yeoh EK. Evolving epidemiological characteristics of COVID‐19 in Hong Kong, January to August 2020. 2021. [DOI] [PMC free article] [PubMed]

[resp14026-bib-0024] 24. Hilton J, Keeling MJ. Estimation of country‐level basic reproductive ratios for novel coronavirus (SARS‐CoV‐2/COVID‐19) using synthetic contact matrices. PLoS Comput. Biol. 2020; 16: e1008031. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0025] 25. Duhalde M. Visualising Hong Kong's biggest Covid‐19 super‐spreader event [Internet]. 2021. [Accessed 12 Jan 2021.] Available from URL: https://bit.ly/3nXsWIN

[resp14026-bib-0026] 26. The World Bank . Population, total [Internet]. [Accessed 15 Jan 2021.] Available from URL: https://data.worldbank.org/indicator/SP.POP.TOTL?end=2019

[resp14026-bib-0027] 27. National Statistics, Republic of China (Taiwan) . [Internet]. [Accessed 20 Jan 2021.] Available from URL: https://eng.stat.gov.tw/point.asp?index=9

[resp14026-bib-0028] 28. COVID‐19 National Emergency Response Center, Epidemiology Center, Epidemiology & and Case Management Team, Korea Centers for Disease Control and Prevention . Coronavirus disease‐19: the first 7,755 cases in the Republic of Korea. Osong Public Health Res Perspect. 2020; 11: 85–90. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0029] 29. Lee W, Hwang S‐S, Song I, Park C, Kim H, Song I‐K, Choi HM, Prifti K, Kwon Y, Kim J et al. COVID‐19 in South Korea: epidemiological and spatiotemporal patterns of the spread and the role of aggressive diagnostic tests in the early phase. Int. J. Epidemiol. 2020; 49: 1106–16. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0030] 30. Ryu S, Noh E, Ali ST, Kim D, Lau EHY, Cowling BJ. Epidemiology and control of two epidemic waves of SARS‐CoV‐2 in South Korea [Internet]. 2020. [Accessed 12 Jan 2021.] Available from URL: https://papers.ssrn.com/abstract=3687061

[resp14026-bib-0031] 31. Kim H. South Korea warns of “massive” coronavirus risk. Bloomberg News [Internet]. 2020. [Accessed 12 Jan 2021.] Available from URL: https://www.bloomberg.com/news/articles/2020‐08‐23/jump‐in‐seoul‐s‐covid‐19‐cases‐sparks‐fear‐of‐nationwide‐spread

[resp14026-bib-0032] 32. Chang SL, Harding N, Zachreson C, Cliff OM, Prokopenko M. Modelling transmission and control of the COVID‐19 pandemic in Australia. Nat. Commun. 2020; 11: 5710. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0033] 33. Australian Government Department of Health . First confirmed case of novel coronavirus in Australia [Internet]. 2020. [Accessed 13 Jan 2021.] Available from URL: https://www.health.gov.au/ministers/the‐hon‐greg‐hunt‐mp/media/first‐confirmed‐case‐of‐novel‐coronavirus‐in‐australia

[resp14026-bib-0034] 34. Australian Government Department of Health . Coronavirus (COVID‐19) at a glance – 30 April 2020 [Internet]. 2020. [Accessed 13 Jan 2021.] Available from URL: https://www.health.gov.au/resources/publications/coronavirus-covid-19-at-a-glance-30-april-2020

[resp14026-bib-0035] 35. COVID‐19 National Incident Room Surveillance Team . COVID‐19, Australia: Epidemiology Report 10 (Reporting week to 23:59 AEST 5 April 2020). Commun. Dis. Intell. 2020; 44: 4–4. [DOI] [PubMed] [Google Scholar]

[resp14026-bib-0036] 36. Government of South Australia . COVID‐19 update 12 April 2020 [Internet]. 2020. [Accessed 13 Jan 2021.] Available from URL: https://www.sahealth.sa.gov.au/wps/wcm/connect/Public+Content/SA+Health+Internet/About+us/News+and+media/all+media+releases/covid‐19+update+12+April+2020+pm

[resp14026-bib-0037] 37. COVID‐19 National Incident Room Surveillance Team . COVID‐19, Australia: Epidemiology Report 11 (Reporting week to 23:59 AEST 12 April 2020). Commun. Dis. Intell. 2020; 44. 10.33321/cdi.2020.44.34. [DOI] [PubMed] [Google Scholar]

[resp14026-bib-0038] 38. Australian Government Department of Health . Coronavirus (COVID‐19) at a glance – 31 May 2020 [Internet]. 2020. [Accessed 13 Jan 2021.] Available from URL: https://www.health.gov.au/resources/publications/coronavirus‐covid‐19‐at‐a‐glance‐31‐may‐2020

[resp14026-bib-0039] 39. Australian Government Department of Health . Coronavirus (COVID‐19) at a glance – 31 December 2020 [Internet]. 2020. [Accessed 13 Jan 2021.] Available from URL: https://www.health.gov.au/resources/publications/coronavirus-covid-19-at-a-glance-31-december-2020

[resp14026-bib-0040] 40. COVID‐19 National Incident Room Surveillance Team . COVID‐19, Australia: Epidemiology Report 23 (Fortnightly reporting period ending 16 August 2020). Commun. Dis. Intell. 2020; 44: 6–7. [DOI] [PubMed] [Google Scholar]

[resp14026-bib-0041] 41. COVID‐19 National Incident Room Surveillance Team . COVID‐19, Australia: Epidemiology Report 25 (Fortnightly reporting period ending 13 September 2020). Commun. Dis. Intell. 2020; 44: 7–15. [DOI] [PubMed] [Google Scholar]

[resp14026-bib-0042] 42. Binny RN, Lustig A, Brower A, Hendy SC, James A, Parry M, Plank MJ, Steyn N. Effective reproduction number for COVID‐19 in Aotearoa New Zealand. medRxiv 2020. 10.1101/2020.08.10.20172320. [DOI] [Google Scholar]

[resp14026-bib-0043] 43. Jefferies S, French N, Gilkison C, Graham G, Hope V, Marshall J, McElnay C, McNeill A, Muellner P, Paine S et al. COVID‐19 in New Zealand and the impact of the national response: a descriptive epidemiological study. Lancet Public Health 2020; 5: e612–23. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0044] 44. Singapore Ministry of Health . 14 MORE CASES DISCHARGED; 42 NEW CASES OF COVID‐19 INFECTION CONFIRMED. 2020. [Internet]. [Accessed 13 Jan 2021.] Available from URL: https://www.moh.gov.sg/news-highlights/details/14-more-cases-discharged-42-new-cases-of-covid-19-infection-confirmed

[resp14026-bib-0045] 45. Koh D. Migrant workers and COVID‐19. Occup. Environ. Med. 2020; 77: 634–6. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0046] 46. Bi Q, Wu Y, Mei S, Ye C, Zou X, Zhang Z, Liu X, Wei L, Truelove SA, Zhang T et al. Epidemiology and transmission of COVID‐19 in 391 cases and 1286 of their close contacts in Shenzhen, China: a retrospective cohort study. Lancet Infect. Dis. 2020; 20: 911–9. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0047] 47. Wu Z, McGoogan JM. Asymptomatic and pre‐symptomatic COVID‐19 in China. Infect. Dis. Poverty 2020; 9: 72. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0048] 48. Zhang J, Litvinova M, Wang W, Wang Y, Deng X, Chen X, Li M, Zheng W, Yi L, Chen X et al. Evolving epidemiology and transmission dynamics of coronavirus disease 2019 outside Hubei province, China: a descriptive and modelling study. Lancet Infect. Dis. 2020; 20: 793–802. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0049] 49. Kwok KO, Wong VWY, Wei WI, Wong SYS, Tang JW‐T. Epidemiological characteristics of the first 53 laboratory‐confirmed cases of COVID‐19 epidemic in Hong Kong, 13 February 2020. Euro Surveill. 2020; 25: 2000155. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0050] 50. Archives of latest situation of cases of COVID‐19 [Internet]. [Accessed 14 Jan 2021.] Available from URL: https://www.chp.gov.hk/en/features/102997.html

[resp14026-bib-0051] 51. Lai CKC, Ng RWY, Wong MCS, Chong KC, Yeoh YK, Chen Z, Chan PKS. Epidemiological characteristics of the first 100 cases of coronavirus disease 2019 (COVID‐19) in Hong Kong Special Administrative Region, China, a city with a stringent containment policy. Int. J. Epidemiol. 2020; 49: 1096–105. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0052] 52. Tsou T‐P, Chen W‐C, Huang AS‐E, Chang S‐C; Taiwan COVID‐19 Outbreak Investigation Team . Epidemiology of the first 100 cases of COVID‐19 in Taiwan and its implications on outbreak control. J. Formos. Med. Assoc. 2020; 119: 1601–7. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0053] 53. Cheng H‐Y, Jian S‐W, Liu D‐P, Ng T‐C, Huang W‐T, Lin H‐H; Taiwan COVID‐19 Outbreak Investigation Team . Contact tracing assessment of COVID‐19 transmission dynamics in Taiwan and risk at different exposure periods before and after symptom onset. JAMA Intern. Med. 2020; 180: 1156–63. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0054] 54. Lin C‐Y, Wang W‐H, Urbina AN, Tseng S‐P, Lu P‐L, Chen Y‐H, Yu M‐L, Wang S‐F. Importation of SARS‐CoV‐2 infection leads to major COVID‐19 epidemic in Taiwan. Int. J. Infect. Dis. 2020; 97: 240–4. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0055] 55. Bui LV, Nguyen HT, Levine H, Nguyen HN, Nguyen T‐A, Nguyen TP, Nguyen TT, Do TTT, Pham NT, Bui MH. Estimation of the incubation period of COVID‐19 in Vietnam. PLoS One 2020; 15: e0243889. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0056] 56. Bui L, Thanh TN, Ngoc HN. Early estimation of reproduction number of Covid‐19 in Vietnam. medRxiv 2020. 10.1101/2020.03.28.20046136. [DOI] [Google Scholar]

[resp14026-bib-0057] 57. Ng Y, Li Z, Chua YX, Chaw WL, Zhao Z, Er B, Pung R, Chiew CJ, Lye DC, Heng D et al. Evaluation of the effectiveness of surveillance and containment measures for the first 100 patients with COVID‐19 in Singapore – January 2‐February 29, 2020. MMWR Morb. Mortal. Wkly Rep. 2020; 69: 307–11. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0058] 58. Ng OT, Marimuthu K, Koh V, Pang J, Linn KZ, Sun J, De Wang L, Chia WN, Tiu C, Chan M et al. SARS‐CoV‐2 seroprevalence and transmission risk factors among high‐risk close contacts: a retrospective cohort study. Lancet Infect. Dis. 2020. 10.1016/S1473-3099(20)30833-1. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0059] 59. Geddie J. Exclusive: half of Singapore's new COVID‐19 cases are symptomless, taskforce head says [Internet]. Reuters. 2020. [Accessed 13 Jan 2021.] Available from URL: https://www.reuters.com/article/us-health-coronavirus-singapore-wong-exc-idUSKBN23F0ZY

[resp14026-bib-0060] 60. Tan WYT, Wong LY, Leo YS, Toh MPHS. Does incubation period of COVID‐19 vary with age? A study of epidemiologically linked cases in Singapore. Epidemiol. Infect. 2020; 148: e197. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0061] 61. Ganyani T, Kremer C, Chen D, Torneri A, Faes C, Wallinga J, Hens N. Estimating the generation interval for coronavirus disease (COVID‐19) based on symptom onset data, March 2020. Euro Surveill. 2020; 25. 10.2807/1560-7917.ES.2020.25.17.2000257. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0062] 62. Ki M; Task Force for 2019‐nCoV . Epidemiologic characteristics of early cases with 2019 novel coronavirus (2019‐nCoV) disease in Korea. Epidemiol. Health 2020; 42: e2020007. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0063] 63. COVID‐19 National Emergency Response Center, Epidemiology and Case Management Team, Korea Centers for Disease Control and Prevention . Coronavirus disease‐19: summary of 2,370 contact investigations of the first 30 cases in the Republic of Korea. Osong Public Health Res. Perspect. 2020; 11: 81–4. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0064] 64. Jung C‐Y, Park H, Kim DW, Choi YJ, Kim SW, Chang TI. Clinical characteristics of asymptomatic patients with COVID‐19: a nationwide cohort study in South Korea. Int. J. Infect. Dis. 2020; 99: 266–8. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0065] 65. Draper AD, Dempsey KE, Boyd RH, Childs EM, Black HM, Francis LA, Markey PG, Krause VL. The first 2 months of COVID‐19 contact tracing in the Northern Territory of Australia, March‐April 2020. Commun. Dis. Intell. 2020; 44. 10.33321/cdi.2020.44.53. [DOI] [PubMed] [Google Scholar]

[resp14026-bib-0066] 66. Robert A. Lessons from New Zealand's COVID‐19 outbreak response. Lancet Public Health 2020; 5: e569–70. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0067] 67. James A, Plank MJ, Hendy S, Binny RN, Lustig A, Steyn N. Model‐free estimation of COVID‐19 transmission dynamics from a complete outbreak. medRxiv 2020. 10.1101/2020.07.21.20159335. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0068] 68. Shi Q, Hu Y, Peng B, Tang X‐J, Wang W, Su K, Luo C, Wu B, Zhang F, Zhang Y et al. Effective control of SARS‐CoV‐2 transmission in Wanzhou, China. Nat. Med. 2020; 27: 86–93. [DOI] [PubMed] [Google Scholar]

[resp14026-bib-0069] 69. World Health Organization . Clinical management of COVID‐19: interim guidance, 27 May 2020 [Internet]. Report No.: WHO/2019‐nCoV/clinical/2020.5. World Health Organization, 2020. [Accessed 24 Jan 2021.]. Available from URL: https://apps.who.int/iris/handle/10665/332196

[resp14026-bib-0070] 70. The Novel Coronavirus Pneumonia Emergency Response Epidemiology Team . The epidemiological characteristics of an outbreak of 2019 novel coronavirus diseases (COVID‐19) — China, 2020. CCDCW 2020; 2: 113–22. [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0071] 71. Huang C, Wang Y, Li X, Ren L, Zhao J, Hu Y, Zhang L, Fan G, Xu J, Gu X et al. Clinical features of patients infected with 2019 novel coronavirus in Wuhan, China. Lancet. 2020; 395: 497–506. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0072] 72. Zhou F, Yu T, Du R, Fan G, Liu Y, Liu Z, Xiang J, Wang Y, Song B, Gu X et al. Clinical course and risk factors for mortality of adult inpatients with COVID‐19 in Wuhan, China: a retrospective cohort study. Lancet 2020; 395: 1054–62. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0073] 73. Guan W‐J, Ni Z‐Y, Hu Y, Liang W‐H, Ou C‐Q, He J‐X, Liu L, Shan H, Lei C‐L, Hui DSC et al.; China Medical Treatment Expert Group for Covid‐19. Clinical characteristics of coronavirus disease 2019 in China. N. Engl. J. Med. 2020; 382: 1708–20. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0074] 74. Wei WE, Li Z, Chiew CJ, Yong SE, Toh MP, Lee VJ. Presymptomatic transmission of SARS‐CoV‐2 – Singapore, January 23‐March 16, 2020. MMWR Morb. Mortal. Wkly Rep. 2020; 69: 411–5. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0075] 75. Kimball A, Hatfield KM, Arons M, James A, Taylor J, Spicer K, Bardossy AC, Oakley LP, Tanwar S, Chisty Z et al.; Public Health – Seattle & King County, CDC COVID‐19 Investigation Team. Asymptomatic and presymptomatic SARS‐CoV‐2 infections in residents of a long‐term care skilled nursing facility – King County, Washington, March 2020. MMWR Morb. Mortal. Wkly Rep. 2020; 69: 377–81. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0076] 76. Ong SWX, Tan YK, Chia PY, Lee TH, Ng OT, Wong MSY, Marimuthu K. Air, surface environmental, and personal protective equipment contamination by severe acute respiratory syndrome coronavirus 2 (SARS‐CoV‐2) from a symptomatic patient. JAMA 2020; 323: 1610–2. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0077] 77. Liu Y, Yan L‐M, Wan L, Xiang T‐X, Le A, Liu J‐M, Peiris M, Poon LLM, Zhang W. Viral dynamics in mild and severe cases of COVID‐19. Lancet Infect. Dis. 2020; 20: 656–7. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0078] 78. Yu P, Zhu J, Zhang Z, Han Y. A familial cluster of infection associated with the 2019 novel coronavirus indicating possible person‐to‐person transmission during the incubation period. J. Infect. Dis. 2020; 221: 1757–61. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0079] 79. Huang R, Xia J, Chen Y, Shan C, Wu C. A family cluster of SARS‐CoV‐2 infection involving 11 patients in Nanjing, China. Lancet Infect. Dis. 2020; 20: 534–5. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0080] 80. Pan X, Chen D, Xia Y, Wu X, Li T, Ou X, Zhou L, Liu J. Asymptomatic cases in a family cluster with SARS‐CoV‐2 infection. Lancet Infect. Dis. 2020; 20: 410–1. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0081] 81. Tong Z‐D, Tang A, Li K‐F, Li P, Wang H‐L, Yi J‐P, Zhang Y‐L, Yan J‐B. Potential presymptomatic transmission of SARS‐CoV‐2, Zhejiang Province, China, 2020. Emerg. Infect. Dis. 2020; 26: 1052–4. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0082] 82. Wölfel R, Corman VM, Guggemos W, Seilmaier M, Zange S, Müller MA, Niemeyer D, Jones TC, Vollmar P, Rothe C et al. Virological assessment of hospitalized patients with COVID‐2019. Nature 2020; 581: 465–9. [DOI] [PubMed] [Google Scholar]

[resp14026-bib-0083] 83. Aydillo T, Gonzalez‐Reiche AS, Aslam S, van de Guchte A, Khan Z, Obla A, Dutta J, van Bakel H, Aberg J, García‐Sastre A et al. Shedding of viable SARS‐CoV‐2 after immunosuppressive therapy for cancer. N. Engl. J. Med. 2020; 383: 2586–8. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0084] 84. Pujadas E, Chaudhry F, McBride R, Richter F, Zhao S, Wajnberg A, Nadkarni G, Glicksberg BS, Houldsworth J, Cordon‐Cardo C. SARS‐CoV‐2 viral load predicts COVID‐19 mortality. Lancet Respir. Med. 2020; 8: e70. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0085] 85. Lee Y‐H, Hong CM, Kim DH, Lee TH, Lee J. Clinical course of asymptomatic and mildly symptomatic patients with coronavirus disease admitted to community treatment centers, South Korea. Emerg. Infect. Dis. 2020; 26: 2346–52. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0086] 86. He X, Lau EHY, Wu P, Deng X, Wang J, Hao X, Lau YC, Wong JY, Guan Y, Tan X et al. Temporal dynamics in viral shedding and transmissibility of COVID‐19. Nat. Med. 2020; 26: 672–5. [DOI] [PubMed] [Google Scholar]

[resp14026-bib-0087] 87. Johansson MA, Quandelacy TM, Kada S, Prasad PV, Steele M, Brooks JT, Slayton RB, Biggerstaff M, Butler JC. SARS‐CoV‐2 transmission from people without COVID‐19 symptoms. JAMA Netw. Open 2021; 4: e2035057. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0088] 88. Coronavirus disease 19 (COVID‐19), Republic of Korea [Internet]. 2020. [Accessed 15 Jan 2021.] Available from URL: http://ncov.mohw.go.kr/en/

[resp14026-bib-0089] 89. Wang T, Jia F. The impact of health QR code system on older people in China during the COVID‐19 outbreak. Age Ageing 2021; 50: 55–6. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0090] 90. Office of the Government Chief Information Officer. Government of Hong Kong Special Administrative Region, Hong Kong . LeaveHomeSafe [Internet]. [Accessed 15 Jan 2021.] Available from URL: https://www.leavehomesafe.gov.hk/en/

[resp14026-bib-0091] 91. Government of Singapore . TraceTogether [Internet]. [Accessed 15 Jan 2021.] Available from URL: https://www.tracetogether.gov.sg/

[resp14026-bib-0092] 92. New Zealand Government . NZ COVID Tracer app [Internet]. [Accessed 15 Jan 2021.] Available from URL: https://www.health.govt.nz/our-work/diseases-and-conditions/covid-19-novel-coronavirus/covid-19-resources-and-tools/nz-covid-tracer-app

[resp14026-bib-0093] 93. Ministry of Health of Vietnam . Bluezone – contact detection, protect yourself, protect the community against COVID‐19 [Internet]. [Accessed 15 Jan 2021.] Available from URL: https://bluezone.ai/

[resp14026-bib-0094] 94. Chen C‐C, Tseng C‐Y, Choi W‐M, Lee Y‐C, Su T‐H, Hsieh C‐Y, Chang C‐M, Weng S‐L, Liu P‐H, Tai Y‐L et al. Taiwan government‐guided strategies contributed to combating and controlling COVID‐19 pandemic. Front. Public Health 2020; 8: 547423. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0095] 95. Han E, Tan MMJ, Turk E, Sridhar D, Leung GM, Shibuya K, Asgari N, Oh J, García‐Basteiro AL, Hanefeld J et al. Lessons learnt from easing COVID‐19 restrictions: an analysis of countries and regions in Asia Pacific and Europe. Lancet 2020; 396: 1525–34. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0096] 96. Government of Hong Kong Special Administrative Region . Government to distribute free reusable masks to all citizens (with photo/video) [Internet] 2020. [Accessed 10 Jan 2021.] Available from URL: https://www.info.gov.hk/gia/general/202005/05/P2020050500692.htm

[resp14026-bib-0097] 97. Singapore Ministry of Health . Updates on COVID‐19 (CORONAVIRUS DISEASE 2019) local situation. 2020 [Internet] 2020. [Accessed 15 Jan 2021.] Available from URL: https://www.moh.gov.sg/covid-19

[resp14026-bib-0098] 98. Government of Hong Kong Special Administrative Region . Compulsory testing notice gazetted [Internet]. [Accessed 12 Jan 2021.] Available from URL: https://www.info.gov.hk/gia/general/202011/24/P2020112400025.htm

[resp14026-bib-0099] 99. Xu Y, Chen Y, Tang X. Guidelines for the diagnosis and treatment of coronavirus disease 2019 (COVID‐19) in China. Glob. Health Med. 2020; 2: 66–72. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0100] 100. The Government of Hong Kong Special Administrative Region . Compulsory testing for certain persons [Internet]. [Accessed 10 Jan 2021.] Available from URL: https://www.coronavirus.gov.hk/eng/compulsory-testing.html

[resp14026-bib-0101] 101. Government of Singapore . FAQs on rostered routine testing [Internet]. [Accessed 11 Jan 2021.] Available from URL: https://www.mom.gov.sg/covid-19/frequently-asked-questions/rostered-routine-testing

[resp14026-bib-0102] 102. The Government of Hong Kong Special Administrative Region . COVID‐19 Thematic Website, Together, We Fight the Virus, Home [Internet]. [Accessed 15 Jan 2021.] Available from URL: https://www.coronavirus.gov.hk/eng/index.html

[resp14026-bib-0103] 103. Su E, Daga A, Edgar Su AD. Schools reopen as Singapore eases lockdown restrictions [Internet]. Reuters. 2020. [Accessed 11 Feb 2021.] Available from URL: https://www.reuters.com/article/us-health-coronavirus-singapore-reopenin-idUSKBN2390G8

[resp14026-bib-0104] 104. The Government of Hong Kong Special Administrative Region . Full resumption of face‐to‐face classes at all schools in Hong Kong [Internet]. [Accessed 11 Feb 2021.] Available from URL: https://www.info.gov.hk/gia/general/202009/29/P2020092900594.htm?fontSize=1

[resp14026-bib-0105] 105. Government of Sinagpore . Moving into phase 3 of re‐opening on 28 Dec 2020 [Internet]. [Accessed 11 Feb 2021.] Available from URL: http://www.gov.sg/article/moving‐into‐phase‐3‐of‐re‐opening‐on‐28‐dec‐2020

[resp14026-bib-0106] 106. The Government of Hong Kong Special Administrative Region . Government further tightens social distancing measures and extends expiry dates of Regulations under Prevention and Control of Disease Ordinance [Internet]. [Accessed 11 Feb 2021.] Available from URL: https://www.info.gov.hk/gia/general/202012/08/P2020120800780.htm

[resp14026-bib-0107] 107. Health Commission of Hubei Province . Wuhan national people's test reassured the country [Internet]. 2020. [Accessed 7 Jan 2021.] Available from URL: http://wjw.hubei.gov.cn/bmdt/ztzl/fkxxgzbdgrfyyq/fkdt/202006/t20200603_2376363.shtml

[resp14026-bib-0108] 108. China News . Beijing has carried out nucleic acid testing in an orderly manner and has sampled nearly 3 million people [Internet]. 2020. [Accessed 7 Jan 2021.] Available from URL: http://www.gov.cn/xinwen/2020-06/23/content_5521367.htm

[resp14026-bib-0109] 109. Global Times . China strengthens COVID‐19 testing capacity nationwide ahead of flu season [Internet]. 2020. [Accessed 15 Jan 2021.] Available from URL: https://www.globaltimes.cn/content/1199463.shtml

[resp14026-bib-0110] 110. Nguyen XQ, Uyen NDT. Vietnam orders 15‐day nationwide isolation from April 1. Bloomberg News [Internet]. 2020. [Accessed 12 Jan 2021.] Available from URL: https://www.bloomberg.com/news/articles/2020‐03‐31/vietnam‐orders‐15‐day‐nationwide‐isolation‐from‐april‐1

[resp14026-bib-0111] 111. Global Change Data Laboratory . Total COVID‐19 tests per 1,000 people [Internet]. [Accessed 12 Jan 2021.] Available from URL: https://ourworldindata.org/grapher/full‐list‐cumulative‐total‐tests‐per‐thousand?time=2020‐04‐23..2020‐04‐30&country=HKG~SGP~VNM

[resp14026-bib-0112] 112. The Socialist Republic of Viet Nam Online Newspaper of the Government . Tourists to be evacuated from Da Nang due to Covid‐19 outbreak [Internet]. 2020. [Accessed 11 Feb 2021.] Available from URL: http://news.chinhphu.vn/Home/Tourists-to-be-evacuated-from-Da-Nang-due-to-Covid19-outbreak/20207/40912.vgp

[resp14026-bib-0113] 113. Briefing V, Shira D; Associates Staff . Vietnam business operations and the coronavirus: updates [Internet]. 2021. [Accessed 11 Feb 2021.] Available from URL: https://www.vietnam-briefing.com/news/vietnam-business-operations-and-the-coronavirus-updates.html/

[resp14026-bib-0114] 114. Song R, Choi YS, Ko JY. Operating a national hotline in Korea during the COVID‐19 pandemic. Osong. Public Health Res. Perspect. 2020; 11: 380–2. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0115] 115. Health Systems Global . COVID‐19: lessons from South Korea [Internet]. 2020. [Accessed 11 Feb 2021.] Available from URL: https://healthsystemsglobal.org/news/covid-19-lessons-from-south-korea/

[resp14026-bib-0116] 116. The Straits Times . New 5‐tier social distancing measure in South Korea as new Covid‐19 cases hover around 100 daily [Internet]. 2020. [Accessed 11 Feb 2021.] Available from URL: https://www.straitstimes.com/asia/east‐asia/new‐5‐tier‐social‐distancing‐measure‐in‐south‐korea‐as‐new‐covid‐19‐cases‐hover

[resp14026-bib-0117] 117. Park R. Level 1.5 social distancing to take effect in Seoul area on Thursday [Internet]. 2020. [Accessed 11 Feb 2021.] Available from URL: http://tbs.seoul.kr/eFm/newsView.do?typ_800=N&idx_800=3412013&seq_800=20404590

[resp14026-bib-0118] 118. Channel New Asia . South Korea orders ski resort, winter tourism shutdown to curb COVID‐19 spread [Internet]. [Accessed 11 Feb 2021.] Available from URL: https://www.channelnewsasia.com/news/asia/south‐korea‐covid‐19‐tourism‐winter‐shutdown‐13822000

[resp14026-bib-0119] 119. New Zealand Government . COVID‐19 alert system [Internet]. 2020. [Accessed 11 Feb 2021.] Available from URL: https://covid19.govt.nz/alert-system/.

[resp14026-bib-0120] 120. Baker MG, Wilson N, Blakely T. Elimination could be the optimal response strategy for covid‐19 and other emerging pandemic diseases. BMJ 2020; 371: m4907. [DOI] [PubMed] [Google Scholar]

[resp14026-bib-0121] 121. Ministry of Health . COVID‐19 health and disability system response plan. Ministry of Health Manatū Hauora, 2020.

[resp14026-bib-0122] 122. New Zealand Government . Alert level 4 [Internet]. [Accessed 11 Feb 2021.] Available from URL: https://covid19.govt.nz/alert-system/alert-level-4/

[resp14026-bib-0123] 123. Ministry of health, New Zealand . COVID‐19 testing system ready for next phase [Internet]. [Accessed 11 Feb 2021.] Available from URL: https://www.health.govt.nz/news-media/media-releases/covid-19-testing-system-ready-next-phase

[resp14026-bib-0124] 124. New Zealand Government . New Zealand moves to alert level 1 [Internet]. 2020. [Accessed 11 Feb 2021.] Available from URL: http://www.beehive.govt.nz/release/new‐zealand‐moves‐alert‐level‐1

[resp14026-bib-0125] 125. Scoop Independent News . Police update on checkpoints and alert level 3 restrictions in Auckland [Internet]. 2020. [Accessed 11 Feb 2021.] Available from URL: https://m.scoop.co.nz/stories/AK2008/S00447/police-update-on-checkpoints-and-alert-level-3-restrictions-in-auckland.htm

[resp14026-bib-0126] 126. New Zealand Government . Auckland will move to alert level 1 [Internet]. [Accessed 11 Feb 2021.] 2020. Available from URL: https://covid19.govt.nz/updates‐and‐resources/latest‐updates/auckland‐will‐move‐to‐alert‐level‐1/

[resp14026-bib-0127] 127. Australian Government Department of Health . Australian health sector emergency response plan for novel coronavirus (COVID‐19) [Internet]. Canberra: Commonwealth of Australia, 2020. [Accessed 15 Jan 2020.] Available from URL: https://www.health.gov.au/resources/publications/australian‐health‐sector‐emergency‐response‐plan‐for‐novel‐coronavirus‐covid‐19

[resp14026-bib-0128] 128. Australian Government Department of Health . National review of hotel quarantine [Internet]. 2020. [Accessed 15 Jan 2021.] Available from URL: https://www.health.gov.au/resources/publications/national-review-of-hotel-quarantine

[resp14026-bib-0129] 129. Russo R. Melbourne's stage 3 stay‐at‐home restrictions will return on July 9 [Internet]. Time Out. 2020. [Accessed 11 Feb 2021.] Available from URL: https://www.timeout.com/melbourne/news/melbournes-stage-3-stay-at-home-restrictions-will-return-on-july-9

[resp14026-bib-0130] 130. Murray‐Atfield Y, Dunstan J. Melbourne placed under stage 4 coronavirus lockdown, stage 3 for rest of Victoria as state of disaster declared [Internet]. ABC News. 2020. [Accessed 11 Feb 2021.] Available from URL: https://www.abc.net.au/news/2020-08-02/victoria-coronavirus-restrictions-imposed-death-toll-cases-rise/12515914

[resp14026-bib-0131] 131. Australian Government Department of Health . Coronavirus disease (COVID‐19) epidemiology reports, Australia, 2020. 2020. [Accessed 15 Jan 2021.] Available from URL: https://www1.health.gov.au/internet/main/publishing.nsf/Content/novel_coronavirus_2019_ncov_weekly_epidemiology_reports_australia_2020.htm

[resp14026-bib-0132] 132. Kwok KO, Li KK, Chan HHH, Yi YY, Tang A, Wei WI, Wong SYS. Community responses during early phase of COVID‐19 epidemic, Hong Kong. Emerg. Infect. Dis. 2020; 26: 1575–9. [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0133] 133. Bowman L, Kwok KO, Redd R, Yi Y, Ward H, Wei WI, Atchison CJ, Wong SYS. Public perceptions and preventive behaviours during the early phase of the COVID‐19 pandemic: a comparative study between Hong Kong and the United Kingdom. J. Med. Internet Res. 2021. 10.2196/23231 [DOI] [PMC free article] [PubMed] [Google Scholar]

[resp14026-bib-0134] 134. Kwok KO, Li KK, Lee SS, Chng PHY, Wei VWI, Ismail NH, Mosli N, Koh D, Lai A, Lim JW. Multi‐centre study on cultural dimensions and perceived attitudes of nurses towards influenza vaccination uptake. J. Hosp. Infect. 2019; 102: 337–42. [DOI] [PubMed] [Google Scholar]

PERMALINK

Epidemiology, clinical spectrum, viral kinetics and impact of COVID‐19 in the Asia‐Pacific region

Kin On Kwok

Ying Huang

Margaret Ting Fong Tsoi

Arthur Tang

Samuel Yeung Shan Wong

Wan In Wei

David Shu Cheong Hui

ABSTRACT

Abbreviations

INTRODUCTION

EPIDEMIOLOGY AND IMPACT OF COVID‐19

Overview of affected populations

Figure 1.

Situation in SARS‐affected regions

Mainland China

Taiwan

Vietnam

Hong Kong

Table 1.

South Korea

Australia

New Zealand

Singapore

Highlight of epidemiological parameters

Table 2.

CLINICAL SPECTRUM AND VIRAL KINETICS

Clinical spectrum

Viral kinetics

POLICY IMPACT OF COVID‐19 ON SARS‐AFFECTED TERRITORIES

Government‐guided strategy

Suppress‐and‐lift strategy

Trigger‐based/suppression approach and alert system

IMPLICATION AND OUTLOOK

The Authors

Supporting information

REFERENCES

Associated Data

Supplementary Materials

ACTIONS

PERMALINK

RESOURCES

Similar articles

Cited by other articles

Links to NCBI Databases