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1.
Int J Drug Policy ; 114: 103974, 2023 04.
Article in English | MEDLINE | ID: covidwho-2299929

ABSTRACT

BACKGROUND: This study examined whether the 4/20 cannabis holiday was associated with increases in medical cannabis sales from licensed dispensaries in Arizona from 2018-2021, and whether adult-use cannabis legalization (the vote in November 2020 and retail sales in January 2021) was associated with declines in medical cannabis sales and in the number of registered medical patients. METHODS: Data came from the Arizona Medical Marijuana Program monthly reports from January 2018-December 2021. The reports show daily sales from licensed medical cannabis dispensaries (i.e., the number of medical cannabis dispensary transactions and the amount of cannabis sold in pounds), which we averaged by week, and show the number of registered medical cannabis patients each month. Autoregressive integrated moving average models were used to test changes in these outcomes associated with the 4/20 cannabis holiday and with legalization of adult-use cannabis. RESULTS: During the week of the 4/20 cannabis holiday, medical cannabis dispensary transactions abruptly increased by an average of 2,319.4 transactions each day (95% CI: 1636.1, 3002.7), and the amount of medical cannabis sold increased by an average of 120.3 pounds each day (95% CI: 99.3-141.3). During the first week of adult-use cannabis sales in late January 2021, medical cannabis dispensary transactions abruptly decreased by an average of 5,073 transactions each day (95% CI: -5,929.5, -4216.7), and the amount of medical cannabis sold decreased by an average of 119.1 pounds each day (95% CI: -144.2, -94.0). Moreover, medical cannabis sales continued to gradually decline each week after the start of adult-use retail sales, with declines in sales preceding declines in registered patients. By December 2021, slightly over a year after the vote to legalize adult-use cannabis, the actual number of registered medical cannabis patients fell short of the forecasted number, had adult-use not been legalized, by 36.5%. Moreover, the number of medical dispensary transactions and the amount of medical cannabis sold fell short of expectations, had adult-use cannabis not been legalized, by 58% and 53%, respectively. CONCLUSIONS: Findings document the blurred boundary between medical and non-medical cannabis use and are consistent with the possibility that medical cannabis legalization contributes to increases in adult cannabis use and dependence.


Subject(s)
Cannabis , Hallucinogens , Marijuana Smoking , Medical Marijuana , Humans , Adult , Arizona , Holidays , Legislation, Drug , Cannabinoid Receptor Agonists
2.
Int J Drug Policy ; 115: 104001, 2023 05.
Article in English | MEDLINE | ID: covidwho-2275397

ABSTRACT

BACKGROUND: Drug use is prevalent among people who attend electronic dance music (EDM) parties at nightclubs or festivals. This population can serve as a sentinel population to monitor trends in use of party drugs and new psychoactive substances (NPS) that may diffuse through larger segments of the population. METHODS: We surveyed adults entering randomly selected EDM parties at nightclubs and dance festivals in New York City about their drug use in 2017 (n=954), 2018 (n=1,029), 2019 (n=606), 2021 (n=229), and 2022 (n=419). We estimated trends in past-year and past-month use of 22 drugs or drug classes based on self-report from 2017-2022 and examined whether there were shifts pre- vs. post-COVID (2017-2019 vs. 2021-2022). RESULTS: Between 2017 and 2022, there were increases in past-year and past-month use of shrooms (psilocybin), ketamine, poppers (amyl/butyl nitrites), synthetic cathinones ("bath salts"), and novel psychedelics (lysergamides and DOx series), increases in past-year cannabis use, and increases in past-month use of 2C series drugs. Between 2017 and 2022, there were decreases in past-year heroin use and decreases in past-month cocaine use, novel stimulant use, and nonmedical benzodiazepine use. The odds of use of shrooms, poppers, and 2C series drugs significantly increased after COVID, and the odds of use of cocaine, ecstasy, heroin, methamphetamine, novel stimulants, and prescription opioids (nonmedical use) decreased post-COVID. CONCLUSIONS: We estimate shifts in prevalence of various drugs among this sentinel population, which can inform ongoing surveillance efforts and public health response in this and the general populations.


Subject(s)
COVID-19 , Cocaine , Dancing , Hallucinogens , Illicit Drugs , Music , Substance-Related Disorders , Adult , Humans , Holidays , New York City/epidemiology , Heroin , Substance-Related Disorders/epidemiology
3.
PLoS One ; 17(12): e0279371, 2022.
Article in English | MEDLINE | ID: covidwho-2197091

ABSTRACT

COVID-19 arrived in the United States in early 2020, with cases quickly being reported in many states including Pennsylvania. Many statistical models have been proposed to understand the trends of the COVID-19 pandemic and factors associated with increasing cases. While Poisson regression is a natural choice to model case counts, this approach fails to account for correlation due to spatial locations. Being a contagious disease and often spreading through community infections, the number of COVID-19 cases are inevitably spatially correlated as locations neighboring counties with a high COVID-19 case count are more likely to have a high case count. In this analysis, we combine generalized estimating equations (GEEs) for Poisson regression, a popular method for analyzing correlated data, with a semivariogram to model daily COVID-19 case counts in 67 Pennsylvania counties between March 20, 2020 to January 23, 2021 in order to study infection dynamics during the beginning of the pandemic. We use a semivariogram that describes the spatial correlation as a function of the distance between two counties as the working correlation. We further incorporate a zero-inflated model in our spatial GEE to accommodate excess zeros in reported cases due to logistical challenges associated with disease monitoring. By modeling time-varying holiday covariates, we estimated the effect of holiday timing on case count. Our analysis showed that the incidence rate ratio was significantly greater than one, 6-8 days after a holiday suggesting a surge in COVID-19 cases approximately one week after a holiday.


Subject(s)
COVID-19 , Humans , United States , Pennsylvania , Pandemics , Holidays , Models, Statistical
4.
Viruses ; 15(1)2023 Jan 05.
Article in English | MEDLINE | ID: covidwho-2166970

ABSTRACT

Wastewater surveillance of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has shown to be an important approach to determine early outbreaks of infections. Wastewater-based epidemiology (WBE) is regarded as a complementary tool for monitoring SARS-CoV-2 trends in communities. In this study, the changes in the SARS-CoV-2 RNA levels in wastewater during Easter holidays in 2021 and 2022 in the City of Cape Town were monitored over nine weeks. Our findings showed a statistically significant difference in the SARS-CoV-2 RNA viral load between the study weeks over the Easter period in 2021 and 2022, except for study week 1 and 4. During the Easter week, 52% of the wastewater treatment plants moved from the lower (low viral RNA) category in 2021 to the higher (medium to very high viral RNA) categories in 2022. As a result, the median SARS-CoV-2 viral loads where higher during the Easter week in 2022 than Easter week in 2021 (p = 0.0052). Mixed-effects model showed an association between the SARS-CoV-2 RNA viral loads and Easter week over the Easter period in 2021 only (p < 0.01). The study highlights the potential of WBE to track outbreaks during the holiday period.


Subject(s)
COVID-19 , Humans , COVID-19/epidemiology , SARS-CoV-2/genetics , Wastewater , Wastewater-Based Epidemiological Monitoring , Holidays , RNA, Viral/genetics , South Africa/epidemiology
7.
Int J Environ Res Public Health ; 19(15)2022 07 26.
Article in English | MEDLINE | ID: covidwho-1994035

ABSTRACT

It is known that the sharp change of air pollutants affects air quality. Chinese Spring Festival is the most important holiday for Chinese people, and the celebration of the holiday with fireworks and the movement of people all around the country results in significant change in multiple air pollutant emissions of various sources. As many cities and rural areas suffer from the air pollution caused by firework displays and more residential fuel consumption, there is an urgency to examine the impact of the Chinese Spring Festival on air quality. Hence, this paper firstly gives an overall insight into the holiday's impact on ambient and household air quality in China, both in urban and rural areas. The main findings of this study are: (1) The firework displays affect the air quality of urban and rural atmosphere and household air; (2) the reduction in anthropogenic emissions improves the air quality during the Chinese Spring Festival; (3) the household air in urban areas was affected most by firework burning, while the household air in rural homes was affected most by fuel consumption; and (4) the short-term health impact of air pollution during the holidays also need more concern. Although there have been many publications focused on the holiday's impact on ambient and household air quality, most of them focused on the measurement of pollutant concentration, while studies on the formation mechanism of air pollution, the influence of meteorological conditions, and the health outcome under the effect of the Chinese Spring Festival are rare. In the future, studies focused on these processes are welcomed.


Subject(s)
Air Pollutants , Air Pollution , Air Pollutants/analysis , China , Environmental Monitoring , Holidays , Humans , Particulate Matter/analysis , Seasons
9.
Med Educ ; 56(5): 583-584, 2022 05.
Article in English | MEDLINE | ID: covidwho-1807213
10.
Huan Jing Ke Xue ; 43(4): 1747-1755, 2022 Apr 08.
Article in Chinese | MEDLINE | ID: covidwho-1776689

ABSTRACT

Volatile organic compounds (VOCs) are the key precursors of the ozone (O3) formation processes in the troposphere and are important control objects for the coordinated governance of O3 and PM2.5. The Spring Festival of 2020 was affected by the novel coronavirus (COVID-19) pneumonia epidemic:companies stopped work and production, and traffic was restricted, providing scientific experimentation opportunities for pollutant emission reduction research. This study analyzed the variety of the composition, chemical reaction activity, and sources of VOCs in the Pearl River Delta during the Spring Festival and the epidemic control period, using real-time online monitoring data of VOCs obtained at four sites(Guangzhou, Dongguan, Zhongshan, and Duanfen)in the Pearl River Delta from January 1, 2020 to February 29, 2020. The results showed that during the Spring Festival and the epidemic control period, the average of φ (VOCs) in the Pearl River Delta was 15.89×10-9, and the maximum hourly average concentration was 45.43×10-9, values that were 44% and 60% lower, respectively, than those before the Spring Festival holiday. Among the VOCs component concentration decreases, the aromatic hydrocarbon component decreased the most, and the decrease in the urban area of the Pearl River Delta (74%) was significantly greater than that in the suburban area (56%). As a result, the contribution rate of aromatic hydrocarbons to the total VOCs was reduced to less than 10%. The analysis of the·OH reaction activity of VOCs(L·OH)and ozone formation potential(OFP)showed that the L·OH and OFP of VOCs decreased significantly in the Pearl River Delta during the Spring Festival and the epidemic control period. Compared with those before the Spring Festival holiday, the total L·OH and total OFP decreased by an average of 60% and 63% in the urban area of the Pearl River Delta, respectively. Additionally, the atmospheric oxidation had also been significantly reduced, which showed a 28% decrease in ρ(Ox). The ratio of toluene/benzene showed that the influence of industrial sources had almost disappeared during the Spring Festival and the epidemic control period, and the total points of the representative components of industrial-related solvent-use sources such as toluene, ethylbenzene, and m/p-xylene dropped by 72% to 91%. The results of this study suggest that solvent-use sources and vehicle exhaust emission sources are the current sources of VOCs that need to be paid attention to in the prevention and control of O3 pollution in the Pearl River Delta region, and the impact of petrochemical sources cannot be ignored in the work of further reducing the background concentration of O3.


Subject(s)
Air Pollutants , COVID-19 , Ozone , Volatile Organic Compounds , Air Pollutants/analysis , COVID-19/epidemiology , COVID-19/prevention & control , China/epidemiology , Environmental Monitoring/methods , Holidays , Humans , Ozone/analysis , Solvents/analysis , Toluene/analysis , Vehicle Emissions/analysis , Volatile Organic Compounds/analysis
11.
Health Promot J Austr ; 33 Suppl 1: 367-378, 2022 Oct.
Article in English | MEDLINE | ID: covidwho-1733869

ABSTRACT

ISSUE ADDRESSED: The COVID-19 pandemic has highlighted organised cruise holidays as perfect incubators for microbiological infections due to the constant socialising within closed spaces. Little is known about people's health behaviours and perceptions during cruise holidays. METHODS: Narrative group interviews and respondent photo diary exercises were conducted with families (n = 25) residing in different areas across metropolitan NSW, Australia. Guided by a social practice theoretical approach we undertook a thematic analysis that identifies reasons for choosing a cruise, health considerations and behaviours in relation to cruise travel and awareness of official cruise health information. RESULTS: Cruise travel included a licence to abandon cautious behaviours, reinforced by confidence in the cruise organiser's risk management ability. Health concerns were not a high priority for participants and were mainly understood in terms of eating healthy, modest exercise, managing seasickness and having adequate supplies of medications. Awareness of official cruise health and risk information was largely non-existent. CONCLUSION: Understanding how travel health practices emerge and are likely to be modifiable produces health-promoting awareness and intervention efforts that recognise and link with people's ideas about cruise holidays as times of fun, leisure, relaxation, without interfering with or imposing on them. SO WHAT?: This study highlights the importance of developing health communication and promotion strategies that are responsive to the interconnected meanings, competencies and materials that have a bearing on how cruise travellers understand and enact health-related behaviours in preparation for and during a cruise holiday.


Subject(s)
COVID-19 , Pandemics , Humans , Travel , Holidays , Health Behavior
12.
Int J Environ Res Public Health ; 19(4)2022 02 19.
Article in English | MEDLINE | ID: covidwho-1701706

ABSTRACT

Nutritional education is a recent, mandatory inclusion within the quality standards framework for the Holiday Activities and Food (HAF) programme in England; funded by the Department for Education (DfE). Whilst research has been conducted regarding nutritional education in other contexts, such as schools and community organisations, to the authors' knowledge, no published research has yet explored nutritional education within HAF. The current study therefore aimed to explore the implementation, delivery, and perceived facilitators, barriers and impacts of nutritional education across a number of Local Authorities delivering HAF in England. Purposive sampling (n = 11) was used to recruit HAF leads involved in nutritional education, to participate in semi-structured interviews. Thematic analysis showed that nutritional education is currently delivered through a variety of modes including face-to-face, online, and take-home methods, all of which require a range of considerations in terms of implementation, delivery, and associated impacts, with some holiday clubs offering no nutritional education. According to participating HAF leads, nutritional education was used as a mechanism to enhance children's and parents' cooking confidence and competence, to improve dietary intake, and to increase understanding of issues such as food sustainability, environmental impacts, and food provenance. Although there are many examples of innovative practice, the findings suggested that COVID guidelines proved challenging for providers to include nutritional education within HAF delivery during 2021. Further, whilst the quality standards framework for nutritional education provides flexibility in terms of implementation and delivery, specific guidance, and monitoring of provision is required to ensure quality assurance and consistency across the HAF programme.


Subject(s)
COVID-19 , Holidays , COVID-19/epidemiology , Child , England , Humans , SARS-CoV-2 , Schools
13.
Int J Environ Res Public Health ; 19(4)2022 02 14.
Article in English | MEDLINE | ID: covidwho-1690236

ABSTRACT

The recovery of the tourism industry is an important issue that has attracted much attention during the COVID-19 pandemic. Sustainable and safe festival tourism is considered an effective way of aiding in the recovery of the industry. A face-to-face survey of participants in the Guangzhou Hanfu Festival was conducted to examine the relationship between fears of COVID-19, perceived risks, perceptual evaluations, festival attitudes, behavioral intentions, and crowding during this difficult time. Results clarified how fear affects behavioral intentions in festival research, and the mediation role of perceived risk and the moderation role of crowding was confirmed. A timely set of recommendations was provided to festival operators and local governments.


Subject(s)
COVID-19 , COVID-19/epidemiology , Fear , Holidays , Humans , Intention , Pandemics , SARS-CoV-2
14.
Epidemiol Infect ; 150: e32, 2022 02 09.
Article in English | MEDLINE | ID: covidwho-1683881

ABSTRACT

Gatherings where people are eating and drinking can increase the risk of getting and spreading SARS-CoV-2 among people who are not fully vaccinated; prevention strategies like wearing masks and physical distancing continue to be important for some groups. We conducted an online survey to characterise fall/winter 2020-2021 holiday gatherings, decisions to attend and prevention strategies employed during and before gatherings. We determined associations between practicing prevention strategies, demographics and COVID-19 experience. Among 502 respondents, one-third attended in person holiday gatherings; 73% wore masks and 84% practiced physical distancing, but less did so always (29% and 23%, respectively). Younger adults were 44% more likely to attend gatherings than adults ≥35 years. Younger adults (adjusted prevalence ratio (aPR) 1.53, 95% CI 1.19-1.97), persons who did not experience COVID-19 themselves or have relatives/close friends experience severe COVID-19 (aPR 1.56, 95% CI 1.18-2.07), and non-Hispanic White persons (aPR 1.57, 95% CI 1.13-2.18) were more likely to not always wear masks in public during the 2 weeks before gatherings. Public health messaging emphasizing consistent application of COVID-19 prevention strategies is important to slow the spread of COVID-19.


Subject(s)
COVID-19/prevention & control , Mass Gatherings , Social Participation , Adult , Aged , COVID-19/epidemiology , COVID-19/psychology , Family , Female , Holidays/psychology , Humans , Male , Meals , Middle Aged , Social Participation/psychology , United States , Young Adult
15.
BMJ Open ; 12(2): e054770, 2022 02 03.
Article in English | MEDLINE | ID: covidwho-1666416

ABSTRACT

OBJECTIVES: There has been no study in Japan on the predictors of risk for acquiring SARS-CoV-2 infection based on people's behaviour during the COVID-19 pandemic. The aim of this study was to document changes in risk behaviour during the New Year's holiday season in 2021 and to identify factors associated with high-risk behaviour for infection using a quantitative assessment tool. DESIGN: A longitudinal survey. SETTING: Multiphasic health check-ups for the general population in Iwate Prefecture. PARTICIPANTS: Serial cross-sectional data were obtained using rapid online surveys of residents in Iwate Prefecture from 4 to 7 December 2020 (baseline survey) and from 5 to 7 February 2021 (follow-up survey). The data in those two surveys were available for a total of 9741 participants. MAIN OUTCOME MEASURES: We estimated each individual's risk of acquiring SARS-CoV-2 infection based on the microCOVID calculator. We defined four trajectories of individual risk behaviours based on the probabilities of remaining at low risk, increasing to high risk, improving to low risk and persistence of high risk. RESULTS: Among people in the low-risk group in the first survey, 3.6% increased to high risk, while high risk persisted in 80.0% of people who were in the high-risk group at baseline. While healthcare workers were significantly more likely to be represented in both the increasing risk and persistently high-risk group, workers in the education setting were also associated with persistence of high risk (OR 2.58, 95% CI 1.52 to 4.39; p<0.001). CONCLUSIONS: In determining countermeasures against COVID-19 (as well as future outbreaks), health officials should take into account population changes in behaviour during large-scale public events.


Subject(s)
COVID-19 , Cross-Sectional Studies , Holidays , Humans , Japan/epidemiology , Longitudinal Studies , Pandemics , Risk-Taking , SARS-CoV-2 , Seasons
17.
BMC Public Health ; 22(1): 154, 2022 01 22.
Article in English | MEDLINE | ID: covidwho-1643141

ABSTRACT

BACKGROUND: Summer learning loss has been the subject of longstanding concern among researchers, the public and policy makers. The aim of the current research was to investigate inequality changes in children's mental health and cognitive ability across the summer holidays. METHODS: We conducted linear and logistic regression analysis of mental health (borderline-abnormal total difficulty and prosocial scores on the strengths and difficulties questionnaire (SDQ)) and verbal cognitive ability (reading, verbal reasoning or vocabulary) at ages 7, 11 and 14, comparing UK Millennium Cohort Study members who were interviewed before and after the school summer holidays. Inequalities were assessed by including interaction terms in the outcome models between a discrete binary variable with values representing time periods and maternal academic qualifications. Coefficients of the interaction terms were interpreted as changes from the pre- to post-holiday period in the extent of inequality in the outcome between participants whose mothers had high or low educational qualifications. Separate models were fitted for each age group and outcome. We used inverse probability weights to allow for differences in the characteristics of cohort members assessed before and after the summer holidays. RESULTS: Mental health (borderline/abnormal SDQ total and prosocial scores) at ages 7 and 14 worsened and verbal cognitive ability scores at age 7 were lower among those surveyed after the summer holidays. Mental health inequalities were larger after the holidays at age 7 ([OR = 1.4; 95%CI (0.6, 3.2) and 14: [OR = 1.5; 95%CI (0.7, 3.2)], but changed little at age 11 (OR = 0.9; 95%CI (0.4, 2.6)]. There were differences in pro-social behaviours among those surveyed before/after the school holidays at age 14 [OR = 1.2; 95%CI (0.5, 3.5)] but not at age 7 or 11. There was little change in inequalities in verbal cognitive ability scores over the school holidays [Age 7: b = 1.3; 95%CI (- 3.3, 6.0); Age 11: b = - 0.7; 95%CI (- 4.3, 2.8); Age 14: b = - 0.3; 95%CI (- 1.0, 0.4)]. CONCLUSION: We found inequalities in mental health and cognitive ability according to maternal education, and some evidence or worsening mental health and mental health inequalities across school summer holidays. We found little evidence of widening inequalities in verbal cognitive ability. Widespread school closures during the COVID-19 restrictions have prompted concerns that prolonged closures may widen health and educational inequalities. Management of school closures should focus on preventing or mitigating inequalities that may arise from differences in the support for mental health and learning provided during closures by schools serving more or less disadvantaged children.


Subject(s)
COVID-19 , Holidays , Adolescent , Child , Cognition , Cohort Studies , Female , Humans , Mental Health , SARS-CoV-2 , Schools , United Kingdom/epidemiology
18.
Int J Environ Res Public Health ; 19(2)2022 01 14.
Article in English | MEDLINE | ID: covidwho-1625919

ABSTRACT

In December 2019, COVID-19 was reported in Wuhan, China. Most of the studies related to the psychological impact and compliance with staying at home due to COVID-19 focused on ten days or one month after the initial "stay-at-home" phase of the COVID-19 pandemic. The early psychological impact and behavior change to COVID-19 during the Chinese Spring Festival (the start time for recommendations to stay at home) is uncertain. In this study, people from 23 provinces in China were recruited to participate in an online survey, using Credamo. Psychological impact and compliance with staying at home were evaluated by a self-designed and validated questionnaire. The results indicated that anxiety was the most often reported feeling (mean: 3.69), followed by sadness (mean: 3.63). Participants employed in foreign-owned companies were most likely to express anxiety and sadness. Overall, 61.8% of participants reported hardly going out, whereas 2.4% said they frequently went out during the initial "stay-at-home" phase of the COVID-19 pandemic. Participants with higher levels of anxiety and sadness were most likely to stay at home against the spread of COVID-19, as were female gender. This survey is an important study of the first reaction to staying at home during the initial "stay-at-home" phase coinciding with Chinese Spring Festival. Our findings identified factors associated with higher level of psychological impact and better compliance with staying at home recommendations during Chinese Spring Festival. The findings can be used to formulate precaution interventions to improve the mental health of vulnerable groups and high uptake of policy during the COVID-19 epidemic.


Subject(s)
COVID-19 , Anxiety/epidemiology , China/epidemiology , Disease Outbreaks , Female , Holidays , Humans , Pandemics , SARS-CoV-2 , Surveys and Questionnaires
19.
Bull Math Biol ; 84(2): 30, 2022 01 10.
Article in English | MEDLINE | ID: covidwho-1616222

ABSTRACT

The COVID-19 pandemic has adversely affected the entire world. The effective implementation of vaccination strategy is critical to prevent the resurgence of the pandemic, especially during large-scale population migration. We establish a multiple patch coupled model based on the transportation network among the 31 provinces in China, under the combined strategies of vaccination and quarantine during large-scale population migration. Based on the model, we derive a critical quarantine rate to control the pandemic transmission and a vaccination rate to achieve herd immunity. Furthermore, we evaluate the influence of passenger flow on the effective reproduction number during the Chinese-Spring-Festival travel rush. Meanwhile, the spread of the COVID-19 pandemic is investigated for different control strategies, viz. global control and local control. The impact of vaccine-related parameters, such as the number, the effectiveness and the immunity period of vaccine, are explored. It is believed that the articulated models as well as the presented simulation results could be beneficial to design of feasible strategies for preventing COVID-19 transmission during the Chinese-Spring-Festival travel rush or the other future events involving large-scale population migration.


Subject(s)
COVID-19 , Quarantine , China/epidemiology , Holidays , Humans , Mathematical Concepts , Models, Biological , Pandemics/prevention & control , SARS-CoV-2 , Travel , Vaccination
20.
Sci Rep ; 11(1): 24390, 2021 12 22.
Article in English | MEDLINE | ID: covidwho-1585778

ABSTRACT

This paper investigates the role of large outbreaks on the persistence of Covid-19 over time. Using data from 650 European regions in 14 countries, I first show that winter school holidays in late February/early March 2020 (weeks 8, 9 and 10) led to large regional outbreaks of Covid-19 in the spring with the spread being 60% and up-to over 90% higher compared to regions with earlier school holidays. While the impact of these initial large outbreaks fades away over the summer months, it systematically reappears from the fall as regions with school holidays in weeks 8, 9 and 10 had 30-70% higher spread. This suggests that following a large outbreak, there is a strong element of underlying (latent) regional persistence of Covid-19. The strong degree of persistence highlights the long-term benefits of effective (initial) containment policies, as once a large outbreak has occurred, Covid-19 persists. This result emphasizes the need for vaccinations against Covid-19 in regions that have recently experienced large outbreaks but are well below herd-immunity, to avoid a new surge of cases.


Subject(s)
COVID-19/epidemiology , COVID-19/transmission , COVID-19/virology , Disease Outbreaks , Europe/epidemiology , Holidays , Humans , SARS-CoV-2/isolation & purification , Schools , Urbanization
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