It's been a good pandemic for me': Working with coaching and psychotherapy clients, with a focus on clients with a diagnosis of pure obsessive compulsive disorder

Many of the coaching clients are high achievers and in most of the prepandemic sessions presented as confident, in control and professional. Their reasons for coaching were often focused on their desire to move to the next level, which called for them to identify their strengths and perceived weaknesses and take action to address the identified gaps in their skills and knowledge through the coaching or through further training. This chapter offers a 'good enough' experience for clients and so, during the pandemic, moved reluctantly to working via online platforms or telephone sessions, depending on the client's preference. During the pandemic it is encouraged to build in the time to take walks before and after online sessions and, when it became possible to do so, to start taking that coffee time again rather than going straight from an online psychotherapy session to online business. The client with a pure obsessive compulsive disorder (POCD) diagnosis also saw benefits to their being-in-the-world from the pandemic. POCD often manifests as intrusive, inappropriate and shameful thoughts on which the person will ruminate. (PsycInfo Database Record (c) 2023 APA, all rights reserved)

Exploring pandemic metaphors in educational contexts: a survey on the language of teachers and educators in Reggio Emilia, Italy.

This study aimed to explore how metaphors were used to interpret the pandemic and to address its challenges in primary and secondary schools in Reggio Emilia, Italy. A questionnaire was administered to educators and teachers to understand how languages, images, and metaphors were used by themselves and their students to talk about the pandemic and their experiences of living with it. The goal of the questionnaire was to guide critical reflection and encourage more informed language choices. While the existing literature points out the alleged overuse of war metaphors and military frames in public discourse, our findings show that war metaphors are relatively frequent, with other metaphorical frames widely used by teachers and educators to foster resilient attitudes in students. Moreover, in their professional contexts, teachers and educators mostly use metaphorical frames involving resilient attitudes. Our interpretation of the results supports the hypothesis that the purposeful use and deliberate production of metaphors support the choice of metaphors with positive, constructive implications. Finally, some implications of these findings on the theory of metaphor and the methodology of the research are discussed.

The pandemic in post-modernity and its implications for the concept of love

This reflection article presents the theme of love in the pandemic postmodern scenario, arguing the transformation of the concept of love according to the particularities that the containment measures for the Covid-19 have generated, understanding that the confinement and quarantines have been realities understood from particular experiences permeated by the economy, social reality, spiritual or philosophical reflection on the meaning of life or the impacts on mental health. The article offers an analytical reflection from a diversity of positions that help to understand the phenomenon of the pandemic in the postmodern scenario and the way in which it has transformed the concept of love. Thus, elements are collected that allow us to understand particularities of the Covid-19 pandemic in postmodernity, showing the diversity of experiences from which, it was signified and the way in which these meanings give particular meanings to the reality that this event represented for the humanity.

Management of centralized transition ward in a large general hospital in Shanghai during the epidemic caused by severe acute respiratory syndrome coronavirus 2 omicron variant infection.

The epidemic of coronavirus disease 2019 (COVID-19) has seriously affected people's normal work, life, and medical treatment. Since Mar. 2022, there has been a pandemic of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) omicron variant in Shanghai. In order to meet the needs of hospitalization for patients, and at the same time for better control of epidemic and nosocomial infections, a large hospital in Shanghai innovatively set up a centralized transition ward in the hospital, and established scientific rules of medical work, regulations for prevention of nosocomial infections and efficient norms for patient admission. During the operation of the ward, a total of 211 patients were treated and one of the patients was confirmed of COVID-19 recurrence. All work was carried out methodically, and neither hospitalized patients nor medical staff had nosocomial infection of COVID-19. The preparation, operation and management of the central transition ward in our hospital are summarized here to provide guidance and reference for general hospitals to carry out similar work under the epidemic.Copyright © 2022, Second Military Medical University Press. All rights reserved.

RAPID IDENTIFICATION OF ETIOLOGICAL AGENTS OF RESPIRATORY TRACT INFECTIONS DURING THE COVID-19 PANDEMIC USING THE MULTIPLEX-PCR METHOD.

Objective. Most respiratory infections have similar symptoms, so it is clinically difficult to determine their etiology. This study aimed to show the importance of molecular diagnostics in identifying the etiological agent of respiratory infections, especially during the coronavirus disease 2019 (COVID-19) pandemic. Methods. A total of 849 samples from patients hospitalized at the University Clinical Center Kragujevac (from January 1 to August 1, 2022) were examined using automated multiplex-polymerase chain reaction (PCR) tests. The BioFire-FilmArray-Respiratory Panel 2.1 test was used for 742 nasopharyngeal swabs [identification of 19 viruses (including SARS-CoV-2) and four bacteria], while the BioFire-FilmArray-Pneumonia Panel was used [identification of 18 bacteria and nine viruses] (BioMerieux, Marcy l'Etoile, France) for 107 tracheal aspirates. The tests were performed according to the manufacturer's instructions, and the results were available within an hour. Results. In 582 (78.4%) samples, the BioFire-FilmArray-Respiratory Panel 2.1 plus test identified at least one pathogen. The rhinovirus (20.6%), SARS-CoV-2 (17.7%), influenza A (17.5%), respiratory syncytial virus (12.4%), and parainfluenza 3 (10.1%) were the most common. Other viruses were found less frequently, and Bordetella parapertussis was detected in one sample. In 85 (79.4%) samples, the BioFire-FilmArray-Pneumonia Panel test identified at least one bacterium or virus. The most prevalent bacteria were Staphylococcus aureus (42.4%), Haemophilus influenzae (41.2%), Streptococcus pneumoniae (36.5%), Moraxella catarrhalis (22.3%), and Legionella pneumophila (2.4%). Among viruses, rhinovirus (36.5%), adenovirus (23.5%), influenza A (11.8%), and the genus Coronavirus (4.7%), were detected. Conclusion. Multiplex-PCR tests improved the implementation of therapeutic and epidemiological measures, preventing the spread of the COVID-19 infection and Legionnaires' disease.Copyright © 2022, Serbian Medical Society. All rights reserved.

Modeling and simulation of infectious diseases: Microscale transmission, decontamination and macroscale propagation

The COVID-19 pandemic that started in 2019-2020 has led to a gigantic increase in modeling and simulation of infectious diseases. There are numerous topics associated with this epoch-changing event, such as (a) disease propagation, (b) transmission, (c) decontamination, and (d) vaccines. This is an evolving field. The targeted objective of this book is to expose researchers to key topics in this area, in a very concise manner. The topics selected for discussion have evolved with the progression of the pandemic. Beyond the introductory chapter on basic mathematics, optimization, and machine learning, the book covers four themes in modeling and simulation infectious diseases, specifically: Part 1: Macroscale disease propagation, Part 2: Microscale disease transmission and ventilation system design, Part 3: Ultraviolet viral decontamination, and Part 4: Vaccine design and immune response. It is important to emphasize that the rapid speed at which the simulations operate makes the presented computational tools easily deployable as digital twins, i.e., digital replicas of complex systems that can be inexpensively and safely optimized in a virtual setting and then used in the physical world afterward, thus reducing the costs of experiments and also accelerating development of new technologies. © The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2022.

Change in anti‐COVID‐19 behaviour and anti‐immigrant prejudice during the COVID‐19 pandemic: Longitudinal evidence from five European countries

During a pandemic, it is vital to identify factors that motivate individuals to behave in ways that limit virus transmission (i.e., anti‐COVID‐19 behaviour). Fear has been suggested to motivate health‐oriented behaviour, yet fear of the virus (i.e., fear of COVID‐19) could have unintended consequences, such as an increase in anti‐immigrant prejudice. In a three‐wave longitudinal study (NT1 = 4275) in five European countries from April to October 2020, we investigated how social norms, the impact of the pandemic on individuals, and intergroup contact affected fear of COVID‐19 and—or in turn—anti‐COVID‐19 behaviour and prejudice towards immigrants. A latent change score model—distinguishing between intra‐ and inter‐individual changes in outcomes—indicated that fear of COVID‐19 influenced neither anti‐COVID‐19 behaviour nor prejudice. Anti‐COVID‐19 behaviour was increased by anti‐COVID‐19 norms (i.e., belief that others perform anti‐COVID‐19 behaviours), while prejudice was influenced by positive and negative direct and mass‐mediated intergroup contact.

Relationship Between Nutrition and Supplementary Food Use and Fear of COVID-19 in Nurses Who Worked Actively During the Pandemic

Objectives: This research was conducted to determine the effects of nurses' fear of COVID-19 on their dietary habits and use of supplements. Methods: The research, which is descriptive and cross-sectional, was shared as an online survey over the social net-working site and social networking with the snowball sampling method. It was carried out between December 2020 and March 2021 with 485 nurses who worked actively during the pandemic and agreed to participate in the study. The data were obtained with the questionnaire in line with the relevant literature and the "COVID-19 Fear Scale". The data were used to evaluate the number, percentage, mean, standard deviation, median, minimum, maximum, t-test, ANOVA test, and x(2) test. Results: Fear levels were found to be higher in nurses who regularly took food supplements during the pandemic and didn't have adequate or balanced nutrition, who couldn't eat most of the time due to working conditions, who took the food supplements to help in the prevention and treatment of COVID-19 and who recommended them to the in-dividuals around them (p<0.05). Conclusion: It was determined that there was an increase in nurses' use of food supplements before and during the pandemic, and this increase was statistically significant (p<0.001).

Prescription Opioid Use Among Cancer Patients before and after the Onset of COVID-19: Evidence from Real-World Data

Objectives: Opioids play a significant role in the effective management of cancer-related pain. The COVID-19 lock down may have reduced access to opioids and caused a decline in the use of prescription of opioids among cancer survivors. This study compared opioid prescription rates among cancer survivors before and after the onset of COVID-19 pandemic using real-world electronic health records (EHR). Method(s): Cohort analyses of cancer patients using data from EHR database from the TriNetX, a global federated health research network across 76 healthcare organizations. We analyzed changes in prescription opioid use before (March 1, 2018, through March 1, 2019) and after onset of COVID-19 (April 01, 2020, through March 2021) among cancer survivors. The key outcome variable was any opioid prescription within 1 year of cancer diagnosis. One-to-one propensity score matching was used to balance the characteristics (age, sex, race, diagnoses including diabetes, hypertensive diseases, overweight, mood disorders, and visual disturbances) of the two cohorts. Data were analyzed using the TriNetX platform. Result(s): There were 1,502,143 cancer survivors before COVID-19 and 1,412,599 cancer survivors after the onset of COVID-19. The one-to-one propensity-score match yielded 1,382,561 cancer patients, mean age 64 at cancer diagnosis, and 73% were white. Percentage of opioid use among cancer patients declined from 35.6% before the COVID-19 to 35.1% after the onset of the pandemic (OR=0.976, 95% CI 0.971-0.981). Average number of opioid prescriptions within 1 year of cancer diagnosis declined from 5.7 before to 5.3 after the COVID-19 onset (p<0.001). Conclusion(s): Among cancer survivors, a small decline in prescription opioid use was observed after the onset of COVID-19 pandemic. Future studies are needed to distinguish the impact of revised guidelines, opioid prescription policy changes, and COVID-19 lock down on lower rates of prescription opioid use among cancer survivors.Copyright © 2023

Intermediate Results of the Research for Percutaneous and Surgical Treatment for Left Anterior Descending Artery Chronic Total Occlusion

Objective: Is to find out which revascularization methods have less of risk factors and complications after the surgery and long-term period. Method(s): From January 2018 to December 2019 were operated 134 patients with LAD CTO. 48 of them underwent MIDCAB: 36 (75%) males and 12 (25%) females;aged 58.7 +/-8.7;7 (14.6%) with previous diabetes;10 (20.8%) with previous PCI of LAD with drug-eluting stent. In the PCI group there were 86 patients: 52 (60.5%) males and 34 (39.5%) females;aged 64.8 +/-8.3;23 (26.7%) with previous diabetes. Result(s): Hospital mortality was 0 (0%) in MIDCAB unlike 1 (1.2%) in PCI. Myocardial infarction was 0 (0%) in both the groups. In MIDCAB the number of conversions to onpump and sternotomy was 0 (0%), there were 6 (12.5%) pleuritis with pleural puncture and 3 (6.2%) with long wound-aches. The hospitalization period was 10.7+/-2.9 days for MIDCAB and 9.9 +/-3.9 days for PCI. In the PCI group 2.0 +/-1.0 drug-eluting stents were used. In-hospital costs were higher for PCI 3809 unlike 3258 for MIDCAB. After one year in MIDCAB group died 2 (4.2%) patients, from noncardiac causes. In PCI group died 3 (3.5%) patients, all from cardiac causes. Because of pandemic COVID-19 were checked only 48 patients by angiography and general clinical examination: 25 after MIDCAB and 23 after PCI. 5 patients have a graft failure, caused by surgical mistakes. 4 patients have stents restenosis and 1 has LAD's reocclusion. Conclusion(s): Both methods of revascularization for LAD CTO are demonstrated similar results. EuroSCORE II (P = 0.008) and glomerular filtrating rate (P = 0.004) are significant potential risk factors for mortality in both groups, age is potential risk factor for graft failure (P = 0.05). Dyslipidemia is significant risk factor for LAD restenosis in PCI group (P = 0.02). MIDCAB is associated with lower incidence of revascularization repeat and in-hospital mortality in the literature data and it costs lower than PCI for LAD CTO as our study has shown.

Spatiotemporal evolution of urban theft crimes and mechanism in the context of regular COVID-19 pandemic prevention and control: A case study of Haining, Zhejiang

Existing studies show that the outbreak of the COVID-19 pandemic has a significant impact on crime occurrences. However, it remains to be empirically examined whether the regular pandemic prevention and control measures in China can significantly affect the spatial patterns of crimes. To fill this gap, this study chosed the central urban area of Haining City in Zhejiang Province, which had taken the regular pandemic prevention and control measures, as the research area. Using standard deviation ellipse and kernel density estimation methods, this study examined the spatiotemporal patterns of theft crimes between February 2018 and July 2021 in the study area. The results show that: 1) While there were no significant changes in the hourly patterns of theft crimes within a day, the monthly number of thefts in the study area decreased by an average of 53% after the outbreak of the COVID-19 pandemic and fluctuated between 100 to 200 thefts per month. The regular COVID-19 pandemic prevention and control measures had a long-term and stable inhibitory effect on the number of theft crimes in Haining City. 2) The intensity and amount of hotspots for theft crimes in the study area decreased significantly during February 2020 and July 2021 when compared with the pre-pandemic period, and the spatial distribution patterns of theft crimes were relatively stable. 3) For the 12 crime hotspots identified for the pre-pandemic period, the monthly number of crimes decreased between 52% and 78% on average after the outbreak while trajectories of their quarterly temporal changes differed significantly. The average crime drop for the 12 hotspot areas were 63%, which was higher than that for the whole study area. 4) Seven crime-control measures were identified among the regular pandemic prevention and control measures based on the routine activity theory and the crime triangle theory. Functional type of place, geographic location, and pre-pandemic local governance ability all played an important role in affecting the actual crime-control effects of the seven regular COVID-19 pandemic prevention and control measures. The results of this study are important for understanding the spatial evolution of crimes under the influence of major public health emergencies and for formulating scientific strategies for crime prevention and control. © 2023, Editorial office of PROGRESS IN GEOGRAPHY. All rights reserved.

The impact of factors on GDP in Kyrgyzstan

The purpose of the article is to show the negative impact of the COVID-19 on GDP (Gross Domestic Product) growth in Kyrgyzstan. The research methodology is based on the works of domestic scientists and information and analytical reviews regarding GDP in Kyrgyzstan. An analysis was made of GDP growth after the country's accession to the EAEU (Eurasion Economic Union). Our country sought to join this union, and as it turned out, not in vain. The positive results from the performance in the EAEU are shown, especially for such a macroeconomic indicator as GDP. The negative impact of the COVID-19 pandemic on GDP in Kyrgyzstan and in other countries has been revealed. The consequences of the pandemic have been devastating for almost all countries. An analysis was made of the decline in GDP during the pandemic in Kyrgyzstan. Measures are given to ensure positive dynamics of the economic growth, such as the creation of favorable conditions for entrepreneurship;improving the business and stimulating investment activity;creating conditions for increasing productivity in the real sector of the economy;strengthening foreign trade relations and developing the domestic market. The obtained scientific results can be used in the program to improve the economic situation in the country. © 2023 The Authors.

Perception of Hurricane and COVID-19 Risks for Household Evacuation and Shelter Intentions

The COVID-19 pandemic presented new challenges for scholars and government officials to predict people's evacuation decisions under a conflicting natural disaster. In this study, we examined households' evacuation and shelter intentions given the potential conflicts between the perceived risks from a hurricane and the coexisting public health crisis. We surveyed households living inside hurricane evacuation zones in Florida during the 2020 hurricane season. Data were first used to examine the evacuation and shelter intentions before and during the pandemic. We then measured respondents' hurricane and COVID-19 risk perception, respectively. The impacts of both risk perceptions on respondents' hurricane evacuation intentions were explored. We found that when people felt unsafe to stay home for a Category 2, 3, or 4 hurricane, their intended evacuation was about the same before and during the pandemic regardless of their COVID-19 risk perception. The COVID-19 risk perception, however, significantly lowered the evacuation intention for a Category 1 hurricane. It also significantly influenced evacuees' preference for nontraditional shelters such as government-contracted hotels. The results of our study have practical implications for emergency management and public health governance. Our study also provides insights into decision-making under the conflict between natural hazards and infectious diseases. (English) [ FROM AUTHOR] La pandemia del COVID-19 planteó nuevos retos a los eruditos y funcionarios gubernamentales para predecir las decisiones de evacuación de la gente sometida a un desastre natural conflictivo. En este estudio, examinamos la evacuación e intenciones de albergue de familias teniendo en cuenta potenciales conflictos entre los riesgos percibidos de un huracán y las crisis coexistentes en la salud pública. Encuestamos a las familias que residían en las zonas de evacuación por huracanes de la Florida durante la temporada de huracanes del 2020. Los datos se usaron primero para examinar las intenciones de evacuación y de refugio antes y durante la pandemia. Después, medimos la percepción del riesgo de afectaciones por huracanes y COVID-19 de los encuestados, respectivamente. Se exploraron los impactos de ambos tipos de percepciones de riesgo en las intenciones de evacuación, por encuestado. Hallamos que cuando la gente se siente insegura de permanecer en casa frente a huracanes de las categorías 2, 3 y 4, su evacuación intencionada era más o menos la misma de antes y durante la pandemia, sin importar la percepción del riesgo de COVID-19. No obstante, la percepción del riesgo de COVID-19 redujo de manera significativa la evaluación de la intención de evacuación para un huracán de categoría 1. Eso también influyó significativamente en la preferencia de los evacuados por refugios no tradicionales, como los hoteles contratados por el gobierno. Los resultados de nuestro estudio tienen implicaciones prácticas en el manejo de las emergencias y la gobernanza de la salud pública. También proporciona nuestro estudio nuevas visiones en lo que concierne a toma de decisiones bajo condiciones de conflicto entre las catástrofes naturales y la enfermedades contagiosas. (Spanish) [ FROM AUTHOR] 新冠肺炎流行病与其它自然灾害相互冲突, 给专家和政府预测人群的疏散决定提出了新的挑战。我们探讨了家庭疏散和避难的意愿, 考虑了飓风的感知风险与公共卫生危机之间的潜在冲突。我们调查了2020年飓风季节美国佛罗里达州飓风疏散区内的家庭。首先, 基于数据探讨了流行病之前和期间的疏散和避难意愿。然后, 我们分别度量了受访者对飓风和新冠肺炎的风险感知。探讨了这两种风险感知对受访者飓风疏散意愿的影响。我们发现, 在2、3或4级飓风中, 当人们认为居家危险时, 不管如何感知新冠肺炎风险, 人们在新冠肺炎流行之前和期间的疏散意愿大致相同。然而, 新冠肺炎风险感知显著降低了1级飓风的撤离意愿。它还显著影响了疏散者对非传统庇护所（如, 政府指定酒店）的偏好。我们的研究结果, 对应急管理和公共卫生治理具有实际意义。我们的研究, 还为自然灾害和传染病相互冲突情况下的决策提供了见解。 (Chinese) [ FROM AUTHOR] Copyright of Professional Geographer is the property of Taylor & Francis Ltd and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full . (Copyright applies to all s.)

Rice-farming areas report more anxiety across two years of the COVID-19 pandemic in China

Cultures responded to the COVID-19 pandemic differently. We investigated cultural differences in mental health during the pandemic. We found regional differences in people's reports of anxiety in China over two years from 2020 to 2021 (N = 1186). People in areas with a history of rice farming reported more anxiety than people in wheat-farming areas. Next, we explored more proximal mechanisms that could help link the distal, historical factor of rice farming to people's modern experience of anxiety. Rice areas scored higher on collectivism and tight social norms than wheat areas, and collectivism, rather than norm tightness, mediated the rice-anxiety relationship. These findings advance our understanding of the distal sources of cultural differences, the proximal mechanisms, and mental health problems during the pandemics.

The impact of COVID-19 prevention and control measures on residential burglary hotspots: A case study of the core urban areas of Beijing

In order to analyze the impact of COVID-19 prevention and control measures on the hotspots of residential burglary, the data of crimes that occurred during the First Level Response period of Major Public Health Emergencies in Beijing in 2020 and the same period in 2019 were collected, and the changes of hotspots during the two periods were compared by using kernel density estimation and predictive accuracy index. Consequently, the environmental features such as street network, point of interest (POI) diversity, crime locations, and repeat victimization in significantly varied hotspot areas were investigated. The results show that: 1) After the outbreak of the pandemic, the occurrence of residential burglary in the core urban areas of Beijing dropped significantly, and daily occurrence of crimes during the First Level Response period in 2020 decreased by 66.8% compared with the same days in 2019. 2) The eight major hotspots that existed in 2019 apparently declined during the corresponding days in 2020, five of them basically disappeared, and three hotspots weakened. 3) The declined hotspots were generally clustered around traffic hubs, areas with high diversity of POIs, clustered crimes, and repeat victimizations. 4) Home isolation and social restriction strategies implemented during the First Level Response period reduced the opportunities of offenders, and the real-name inspection adopted in public places increased the exposure risk of offenders, which are the main reasons for the hotspots decline during the pandemic. This work has some implications for crime prevention and police resources optimization during the pandemic. © 2023, Editorial office of PROGRESS IN GEOGRAPHY. All rights reserved.

Politics Go "Viral": A Computational Text Analysis of the Public Attribution and Attitude Regarding the COVID-19 Crisis and Governmental Responses on Twitter

The U.S. confronts an unprecedented public health crisis, the COVID-19 pandemic, in the presidential election year in 2020. In such a compound situation, a real-time dynamic examination of how the general public ascribe the crisis responsibilities taking account to their political ideologies is helpful for developing effective strategies to manage the crisis and diminish hostility toward particular groups caused by polarization. Social media, such as Twitter, provide platforms for the public's COVID-related discourse to form, accumulate, and visibly present. Meanwhile, those features also make social media a window to monitor the public responses in real-time. This research conducted a computational text analysis of 2,918,376 tweets sent by 829,686 different U.S. users regarding COVID-19 from January 24 to May 25, 2020. Results indicate that the public's crisis attribution and attitude toward governmental crisis responses are driven by their political identities. One crisis factor identified by this study (i.e., threat level) also affects the public's attribution and attitude polarization. Additionally, we note that pandemic fatigue was identified in our findings as early as in March 2020. This study has theoretical, practical, and methodological implications informing further health communication in a heated political environment. [ FROM AUTHOR] Copyright of Social Science Computer Review is the property of Sage Publications Inc. and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full . (Copyright applies to all s.)

Establishment of medical service protocols in large public hospitals for the prevention and control of coronavirus disease 2019.

Coronavirus disease 2019(COVID-19) poses a challenge to hospitals for the prevention and control of public health emergencies. As the main battlefield of preventing and controlling COVID-19, large public hospitals should develop service protocols of diagnosis and treatment for outpatient, emergency, hospitalization, surgery, and discharge. The construction of medical protocols should be based on the risk factors of key points and focused on pre-inspection triage and screening, to establish a rapid response mechanism to deal with exogenous and endogenous risk factors. Implementation of all-staff training and assessment, strengthening the information system, and use of medical internet service are important. This study explores the construction of medical protocols in large public hospitals during the pandemic, and provides a reference for the orderly diagnosis and treatment in hospitals during the pandemic.Copyright © 2021, Peking Union Medical College Hospital. All rights reserved.

Spatial Interactions and the Spread of COVID-19: A Network Perspective

We use unique data on the travel history of confirmed patients at a daily frequency across 31 provinces in China to study how spatial interactions influence the geographic spread of pandemic COVID-19. We develop and simultaneously estimate a structural model of dynamic disease transmission network formation and spatial interaction. This allows us to understand what externalities the disease risk associated with a single place may create for the entire country. We find a positive and significant spatial interaction effect that strongly influences the duration and severity of pandemic COVID-19. And there exists heterogeneity in this interaction effect: the spatial spillover effect from the source province is significantly higher than from other provinces. Further counterfactual policy analysis shows that targeting the key province can improve the effectiveness of policy interventions for containing the geographic spread of pandemic COVID-19, and the effect of such targeted policy decreases with an increase in the time of delay.