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The COVID-19 pandemic highlighted a major flaw in the current medical oxygen supply chain and inventory management system. This shortcoming caused the deaths of several patients which could have been avoided by accurate prediction of the oxygen demand and the distribution of oxygen cylinders. To avoid such calamities in the future, this paper proposes an Internet of Everything (IoE) based solution which forecasts the demand for oxygen with 80-85% accuracy. The predicted variable of expected patients enables the system to calculate the requirement of oxygen up to the next 30 days from the initiation of data collection. The system is scalable and if implemented on a city or district level, will help in the fair distribution of medical oxygen resources and will save human lives during extreme load on the supply chain. © 2023 IEEE.
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We investigated the impact of human activity during COVID-19 on the tropospheric nitrogen dioxide vertical column density (NO2 TropVCD) at three urban sites (Gwangju and Busan in Korea and Yokosuka in Japan) and one remote site (Cape Hedo in Japan) from Multi-Axis Differential Optical Absorption Spectroscopy (MAX-DOAS) and Pandora. Compared to the monthly mean NO2 TropVCD from 2015 to 2018 and in 2019, the values were lower in 2020 due to social distancing in Korea and Japan. High negative relative changes were observed from May to September (-30% to -18%) at the three urban sites;Cape Hedo, a remote site, did not show a significant difference in relative changes between previous years and 2020, suggesting that only anthropogenic emission sources decreased dramatically. In the case of Yokosuka, the 15-day moving average of the NO2 TropVCD exhibited a good relationship with transportation (R = 0.48) and industry (R = 0.54) mobility data. In contrast, the NO2 TropVCD at the Korean sites showed a moderate to low correlation with the industrial sector and insignificant correlations with transportation. The differences in correlations might be caused by the different social distancing policies in Korea (voluntary) and Japan (mandatory). By applying generalized boosted models to exclude meteorological and seasonal effects associated with NO2 TropVCD variations, we revealed that the decreasing trend from 2019 to 2020 was much steeper than that from 2015 to 2020 (a factor of two), and a significant change was identified in January 2020, when the first cases of COVID-19 were observed in both Korea and Japan. This result confirmed that the reduction in NO2 can be largely explained by the NOx emission reduction resulting from social distancing for COVID-19 rather than annual meteorological differences;however, in December 2020, NO2 recovered suddenly to its previous level due to an increase in human activities.
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PurposeThis paper aims to present the findings from a European study on the digital skills gaps in tourism and hospitality companies.Design/methodology/approachMixed methods research was adopted. The sample includes 1,668 respondents (1,404 survey respondents and 264 interviewees) in 5 tourism sectors (accommodation establishments, tour operators and travel agents, food and beverage, visitor attractions and destination management organisations) in 8 European countries (UK, Italy, Ireland, Spain, Hungary, Germany, the Netherlands and Bulgaria).FindingsThe most important future digital skills include online marketing and communication skills, social media skills, MS Office skills, operating systems use skills and skills to monitor online reviews. The largest gaps between the current and the future skill levels were identified for artificial intelligence and robotics skills and augmented reality and virtual reality skills, but these skills, together with computer programming skills, were considered also as the least important digital skills. Three clusters were identified on the basis of their reported gaps between the current level and the future needs of digital skills. The country of registration, sector and size shape respondents' answers regarding the current and future skills levels and the skills gap between them.Originality/valueThe paper discusses the digital skills gap of tourism and hospitality employees and identifies the most important digital skills they would need in the future.
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Objective: Suicide is one of the leading causes of death in the world. The present research aimed to investigate the moderating role of thwarted belongingness, perceived burdensomeness, and suicidal capability in suicidal ideation, behavior, and attempts among the Iranian population. Method(s): The data were analyzed using cross-sectional regression models. The population of this study included 600 students of the University of Mohaghegh Ardabili. The tools used to collect the data in this study were the Patient Health Questionnaire-2, the Depressive Symptom Index-Suicidality Subscale (DSI-SS), the Suicide Attempt Questionnaire, the Interpersonal Needs Questionnaire (IPTS), the Suicide Capacity Scale-3, the Adverse Childhood Experiences, the Generalized Anxiety Disorder Questionnaire, and the Suicidal Behaviors Questionnaire-Revised. Result(s): The results of this study showed that there was an interaction between thwarted belongingness and perceived burdensomeness in suicidal behavior and DSI-SS. The results also showed that the acquired and practical capability subscales (suicidal capability) strengthen the relationship between suicidal behavior and the DSI-SS, on the one hand, and suicide attempt, on the other hand. Conclusion(s): The findings of the study showed that the interpersonal theory of suicide can pave the way to prevent suicidal ideation and behavior in Iranian society, and it is recommended that Iranian practitioners apply the theory in practice.Copyright © 2022 Yerkure Tanitim ve Yayincilik Hizmetleri A.S.. All rights reserved.
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PurposeThis study aims to evaluate the reflection of COVID-19 pandemic anxiety experienced in adults on nutritional habits during the COVID-19 pandemic in Turkey.Design/methodology/approachThe study was conducted with 600 adults aged between 19 and 64 years. The general characteristics of the individuals, nutritional habits, use of dietary supplements and COVID-19 pandemic anxiety before and during the pandemic period were questioned via a Web-based questionnaire. COVID-19-related anxiety was assessed using The COVID-19 Phobia Scale (C19P-S) and The State-Trait Anxiety Inventory (STAI). Data analysis was performed using the Statistical Package for Social Sciences, version 24.0.FindingsIn this study, 49.8% of the participants stated that their appetite and food consumption amount increased during the pandemic period. The rate of use of dietary supplements among individuals was found to be 40%. It was observed that the mean body weight and body mass index increased significantly in both genders during the COVID-19 pandemic. It has been determined that anxiety about COVID-19 is higher in individuals and women who start using nutritional support during the pandemic period. The total C19P-S and STAI scores of those who started using a dietary supplement during the pandemic were significantly higher than those who did not use a dietary supplement. Similarly, those whose eating habits changed positively and those who bought more packaged products had higher C19P-S scale mean scores (p < 0.05).Originality/valueDuring the COVID-19 period, it is important to reduce the anxiety levels of individuals, provide psychological support, raise awareness of adequate and balanced nutrition and the correct use of dietary supplements to adapt to the new lifestyle.
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Background. Currently, a great body of data regarding the link between epilepsy and novel coronavirus infection (NCI) has been accumulated. Numerous studies have paid a great attention to rise in frequency and severity of epileptic seizures as well as failure of remission in individuals suffering from epilepsy. Objective(s): to study clinical and mental changes during NCI in patients with epilepsy. Material and methods. Fifty patients with epilepsy were examined, who were divided into two groups depending on the NCI history: Group 1 (main) - 25 patients undergone COVID-19 in the period from 2020 to 2022;Group 2 (control) - 25 patients not undergone COVID-19 during the same period. Slinical-anamnestic and psychometric methods were used as well as the following scales and questionnaires: National Hospital Seizure Severity Scale (NHS-3), Mini-Mental State Examination (MMSE), Hospital Anxiety and Depression Scale (HADS), Beck Depression Inventory (BDI), Medical Outcomes Study Sleep Scale (MOS-SS), Multidimensional Fatigue Inventory (MFI-20). Results. In patients with epilepsy who had undergone COVID-19, there was a tendency for more frequent epileptic seizures and increased severity of seizure course. Among such patients, mild depression and more severe asthenia, cognitive impairment, moderate sleep disturbances were more common than in the control group. Conclusion. The NCI pandemic has had a pronounced negative impact on the severity of epilepsy (the underlying disease).Copyright © 2023 IRBIS LLC. All Rights Reserved.
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Background: During the COVID-19 pandemic, nurses experience a high workload and stressful psychological stimuli that affect their mental and emotional health, which may lead to burnout symptoms. Therefore, this study aimed to analyze the effect of COVID-19 on nurses' job burnout and investigate its consequences. Method(s): The present study is an applied descriptive study, and data collection was performed using surveys. The study was conducted on 107 nurses working in Shahid Mohammadi and Khalij-e-Fars hospitals of Bandar Abbas, Hormozgan. The level of job burnout was measured using the Oldenburg Burnout Inventory (OLBI), job satisfaction by Job Satisfaction Questionnaire, and depression by Beck Depression Inventory (BDI). The data were analyzed via structural equation modeling by PLS 3 software. Result(s): Overall, the mean job burnout level was higher than the average (3.45). The results, at the 95% confidence level and the significance value of > 1.96, showed that poor organizational resources and traumatic events have a direct and significant effect on nurses' job burnout;however, the impact of workload on job burnout was not confirmed. The results also showed that nurses' job burnout has a direct and significant relevance with depression, job dissatisfaction, and low quality of care. Conclusion(s): Poor organizational resources and traumatic events increased job burnout. Job burnout increased depression, and also reduced job satisfaction and quality of care. Situational and personal factors have a significant role in decreasing nurses' job burnout. It is necessary to provide a better work environment, good intrapersonal relationships, and personal skills training courses.Copyright © 2023 The Author(s);Published by Kerman University of Medical Sciences.
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Context Anxiety is one of the mood changes that occur postcoronavirus disease-2019 (post-COVID-19) and interfere with patients' daily activity. After supposed clinical and radiological improvement to COVID-19, some still experience somatic complaints such as sensation of dyspnea. Aims Evaluating the relation between COVID-19 survivors and anxiety and to what extent this could affect their functional status. Settings and design Ain Shams University Hospital, survey study. Patients and methods The survey included 120 patients post-COVID-19 one month or more and free symptoms attending Ain Shams University Hospitals Chest Outpatient Clinic for follow-up, 45% of them were in the age group 35-55 years, 56.7% were females, 78.3% had high education, and 27.5% were smokers. All included study participants were subjected to computed tomography of chest, oxygen saturation, State Trait Anxiety Inventory (STAI) Arabic version, and Modified Medical Research Council (MMRC) Dyspnea Scale. chi 2 -test (or Fisher's exact test) was used to compare data between different groups. Logistic regression analysis was used to determine the correlation between the features of individuals and their degree of anxiety. Results The most annoying COVID-19 symptoms as reported by this study participants were body pains (32.5%). About 61.7% of participants had high-state anxiety and 51.7% had high-trait anxiety. The age group 20-34 years was significantly associated with higher frequency of moderate or high-state anxiety (P0.05), male sex was significantly associated with lower frequency of moderate or high-state anxiety compared with females (P0.05). Conclusions Age and sex were important association factors with the prevalence of anxiety in post-COVID-19 patients. Higher grades of dyspnea were associated with higher probability of development of moderate or severe post-COVID anxiety.Copyright © 2023 Wolters Kluwer Medknow Publications. All rights reserved.
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BACKGROUND: COVID-19 pandemic posed a major impact on the availability and affordability of essential medicines. This study aimed to assess the knock-on effects of the COVID-19 pandemic on the supply availability of non-communicable chronic disease (NCD) medicines and paracetamol products in Ethiopia. METHODS: A mixed methods study was conducted to assess the supply and availability of twenty-four NCD drugs and four paracetamol products listed on the national essential medicines list for hospitals. Data were collected from twenty-six hospitals located in seven zones of Oromia region in the southwestern part of Ethiopia. We extracted data on drug availability, cost and stock out for these drugs between May 2019 and December 2020. The quantitative data were entered into Microsoft Excel and exported to statistical package software for social science (SPSS) version 22 (IBM Corporation, Armonk, NY, USA) software for analysis. RESULTS: The overall mean availability of selected basket medicines was 63.4% (range 16.7% to 80.3%) during the pre-COVID-19 time. It was 46.3% (range 2.8% to 88.7) during the pandemic. There was a relative increase in the availability of two paracetamol products [paracetamol 500 mg tablet (67.5% versus 88.7%) and suppository (74.5% versus 88%)] during the pandemic. The average monthly orders fill rates for the selected products range from 43 to 85%. Pre-COVID-19, the average order fill rate was greater or equal to 70%. However, immediately after the COVID-19 case notification, the percentage of order(s) filled correctly in items and quantities began decreasing. Political instability, shortage of trained human resources, currency inflation, and limited drug financing were considered as the major challenges to medicine supply. CONCLUSION: The overall stock out situation in the study area has worsened during COVID-19 compared to pre-COVID-19 time. None of the surveyed chronic disease basket medicines met the ideal availability benchmark of 80% in health facilities. However, availability of paracetamol 500 mg tablet surprisingly improved during the pandemic. A range of policy frameworks and options targeting inevitable outbreaks should exist to enable governments to ensure that medicines for chronic diseases are consistently available and affordable.