Virtual learning before and during the COVID-19 pandemic: A mixed methods study of Pharmacy students

Background It is a challenge for pharmacy courses worldwide to combine theoretical knowledge with practical skills to equip students for their future practice. Computer-based simulation offers a way of building a bridge between theory and practice. In recent years, digital simulation has expanded rapidly as a new technique of virtual learning. The digital platform ''Pharmacy Simulator'' proposes computer-based encounters with virtual patients to train clinical and communication skills in a community pharmacy setting. However, during the COVID-19 pandemic, while students were digitally resilient and endured the endless challenges of online lectures, many were dealing with Zoom and screen fatigue. Purpose To investigate pharmacy students' acceptance of Pharmacy Simulator before and during a pandemic situation. This focuses on students' self-assessment and confidence in counselling after playing the scenarios on Pharmacy Simulator. Method Two cohorts of Master of Pharmacy students at The University of Western Australia played two scenarios on Pharmacy Simulator in 2019 (anaphylaxis and salbutamol) and 2021 (anaphylaxis and vaccination). A mixed-method analysis was performed with data from (i) qualitative semi-structured interviews carried out in 2019 pertaining to participants' acceptance of Pharmacy Simulator and in 2021 (ii) a questionnaire with 25 items derived from the interviews. The interviews were transcribed verbatim into electronic format with the data management assistance MAXQDA and analyzed inductively using the Framework Method. Questionnaire responses were analyzed in Microsoft Excel using descriptive statistics. Openended questions were evaluated inductively. Findings Data were collected from 20 interviews and 31 answered questionnaires. In 2019, participants reported that Pharmacy Simulator was a fun, engaging, and straightforward learning tool and, therefore, user-friendly. They reported the feedback at the end of the session to be most valuable. The platform was perceived to fill the gap between the theory from lectures and community pharmacy practice. In 2021, participants ''agreed'' (median: 4, on a 5-point Likert scale) with seven statements about Pharmacy Simulator's usability, such as it being a helpful tool for acquiring new knowledge. Participants' confidence in counselling regarding the scenario topics improved. One participant stated, ''It taught me more through trial and error''. Conclusion Pharmacy students reported similar acceptance levels of Pharmacy Simulator before and during the COVID-19 pandemic. The use of simulation during virtual patient encounters seems to facilitate the transfer from theory to practice, independently of learning conditions that were predominantly screen-based.

Symptom Based Models of COVID-19 Infection Using AI

Coronavirus Disease 2019 (COVID-19) caused by the Severe Acute Respiratory Syndrome Coronavirus-2 (SARS-CoV2) has spread around the world in a global pandemic [1-4]. Early and daily detection of suspected COVID-19 patients is the most important approach not only for tracing close contacts to prevent further spread [5], but also providing crucial information for healthcare providers and officials to make resource allocation and policy decisions [6]. © The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2022.

COVID-19 pre-exposure prophylaxis with tixagevimab/cilgavimab in patients with haematological malignancy: A single-centre experience

Background: COVID-19 pandemic still pose a substantial threat worldwide despite increasing vaccine availability. Patients with haematological malignancies have been shown to have increased risk of contracting COVID-19 and are more susceptible to develop severe illness from SARS-CoV- 2 infection. The immune response to vaccines is impaired in patients with haematological malignancy due to underlying disease or antineoplastic therapies. The monoclonal-antibody combination, Evusheld is composed of tixagevimab and cilgavimab, two neutralising antibodies against SARS-CoV- 2. It has been shown to be safe and have efficacy for the prevention of COVID-19. Our aim of study is to describe the incidence and outcome of breakthrough COVID-19 infection among patients who received Evusheld in our centre and analyse the factors that possibly increase the risk of breakthrough infection. Material(s) and Method(s): A retrospective review of all adult patients with haematological malignancy who received tixagevimab/ cilgavimab 150/150 mg injection in Hospital Pulau Pinang from 1 July 2022 to 31 August 2022 with a follow-up period to 30 November 2022 was conducted. Demographic data, clinical characteristics and outcome will be retrieved from patient's medical records. Data were analysed using Statistical Package for Social Sciences software (version 21.0). Result(s): A total of 96 patients (50 males and 46 females) received tixagevimab/cilgavimab injection during the study period with a median age of 61 years (range 19-82). Majority of them were diagnosed with multiple myeloma (42.7%), followed by lymphoma (33.3%) and leukaemia (24%). One third of them had history of therapy with monoclonal antibody and 20% had haematopoietic stem cell transplantation. No major adverse effects of tixagevimab/cilgavimab injection were noted among the study population. Of the 12 patients (12.5%) who had COVID-19 infection, all of them had mild infection;three were asymptomatic and six patients received Paxlovid antiviral therapy. The median time from tixagevimab/cilgavimab to the onset of COVID-19 infection was 35 days (range 5-97 days). The mean age of patients with breakthrough COVID-19 infection were older compared to those without breakthrough infection but was not statistically significant. The incidence of breakthrough COVID-19 infection was not affected by type of haematological malignancy, history of monoclonal antibody therapy or COVID-19 vaccination. Discussion and Conclusion(s): Our findings showed that tixagevimab/cilgavimab was safe and effective in preventing COVID-19- related morbidity and mortality among patients with haematological malignancy during the study period. However, the limitation is the lack of access to whole genome sequencing for detection of resistant variants for breakthrough infections.

Global Value Chain Evolution: Implications for the World

The following sections are included: • Introduction • Industry Disruption, Upgrading and Migration • GVC Evolution Trends • Rise of America (1890s-1940s) • War Revitalisation (1940s-1960s) • Asian Dragons (1960s-1990s) • China's Awakening (1990s-2010s) • Recent Manufacturing Trends • Extrapolating the Next Wave in GVC Evolution • Methodology and Results • Industry Migration Models Classification • Productivity Step-Up Model • Demographic Dividends Realisation Model • Demand-Upgrading Model • National Policies Push-Pull Model • Supply Chain Relocation Model • Knowledge Technology-Driven Model • Evolution of GVC in the 2020s • Covid-19 Pandemic and US-China Trade War • Industrial Policy • Where are China, Southeast Asia and the U.S. Headed? • Conclusion • References. © 2023 by World Scientific Publishing Co. Pte. Ltd.

Evaluation and Management of Dysphagia During the COVID-19 Pandemic

Dysphagia is a common symptom which requires a multidisciplinary approach to its assessment and management. Currently, the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is responsible for the novel coronavirus disease 2019 (COVID-19) pandemic. Reports of SARS-CoV-2 dissemination via droplet and aerosol production imply risks of virus transmission by both. The risk of transmission of SARS-CoV-2 during nasal endoscopic procedures has elicited concern from clinicians and other healthcare workers regarding the level of personal protective equipment required during any transnasal procedure. SARS-CoV-2 infection has a variety of clinical manifestations of which pneumonia is the most devastating and which may potentially be fatal. Complications after prolonged endotracheal intubation or tracheostomy are common and include dysphagia. Poor lung function following recovery from pneumonia is an underrated precipitating factor for dysphagia. Multiple cranial nerve neuropathies are a more common direct cause of dysphagia that require urgent evaluation and treatment to avoid the complications of aspiration pneumonia that may compound the existing pneumonia caused by SARS-CoV-2. A videofluoroscopic study of a patient with dysphagia after recovering from COVID-19 will likely demonstrate significant impairment of their oral and pharyngeal phase of swallowing. A practical workflow for assessing and managing dysphagia during the COVID-19 pandemic is crucial to ensure the safety of both patients and healthcare workers. Critical considerations include the reservation of instrumental assessments for urgent cases only, the optimization of the non-instrumental swallowing evaluation, the appropriate use of personal protective equipment (PPE), and the use of telemedicine when appropriate. Despite significant limitations in the clinical service provision during the current COVID-19 pandemic, a safe and reasonable dysphagia care pathway can still be implemented with an understanding of safety precautions, modifications of the investigation setup and with the application of newer technologies. © The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2022.

A longitudinal environmental surveillance study for SARS-CoV-2 from the emergency department of a teaching hospital in Hong Kong.

BACKGROUND: Understanding factors associated with SARS-CoV-2 exposure risk in the hospital setting may help improve infection control measures for prevention. AIM: To monitor SARS-CoV-2 exposure risk among healthcare workers and to identify risk factors associated with SARS-CoV-2 detection. METHODS: Surface and air samples were collected longitudinally over 14 months spanning 2020-2022 at the Emergency Department (ED) of a teaching hospital in Hong Kong. SARS-CoV-2 viral RNA was detected by real-time reverse-transcription polymerase chain reaction. Ecological factors associated with SARS-CoV-2 detection were analysed by logistic regression. A sero-epidemiological study was conducted in January-April 2021 to monitor SARS-CoV-2 seroprevalence. A questionnaire was used to collect information on job nature and use of personal protective equipment (PPE) of the participants. FINDINGS: SARS-CoV-2 RNA was detected at low frequencies from surfaces (0.7%, N = 2562) and air samples (1.6%, N = 128). Crowding was identified as the main risk factor, as weekly ED attendance (OR = 1.002, P=0.04) and sampling after peak-hours of ED attendance (OR = 5.216, P=0.03) were associated with the detection of SARS-CoV-2 viral RNA from surfaces. The low exposure risk was corroborated by the zero seropositive rate among 281 participants by April 2021. CONCLUSION: Crowding may introduce SARS-CoV-2 into the ED through increased attendances. Multiple factors may have contributed to the low contamination of SARS-CoV-2 in the ED, including hospital infection control measures for screening ED attendees, high PPE compliance among healthcare workers, and various public health and social measures implemented to reduce community transmission in Hong Kong where a dynamic zero COVID-19 policy was adopted.

Incidence and sero-surveillance of feline viruses in Korean cats residing in Gyeonggi-do

Incidences of major feline viral diseases provide basic information for preventing viral disease in cats. Despite the growing interest in feline viral diseases, sero-surveillances have been lacking. In this study, we analyzed the diagnoses of feline viral diseases and conducted a sero surveillance of feline panleukopenia virus (FPV), feline calicivirus (FCV), feline herpesvirus-1 (FHV-1), and feline infectious peritonitis virus (FIPV) in Korean cats. Of the 204 confirmed cases since 2015, the numbers of diagnoses for FPV, FIPV, FCV, feline influenza virus, and FHV-1 were 156, 32, 12, 3, and 1 case, respectively. In total, 200 sera, collected between 2019 and 2021, were screened for the presence of antibodies against FPV, 2 FCVs, FHV-1, and FIPV using a hemagglutination inhibition test and a virus-neutralizing assay (VNA). The overall seropositive rates in cats tested for FPV, the 2 FCVs, FHV-1, and FIPV were 92.5%. 42.0%, 37.0%, 52.0%, and 14.0%, respectively. A low correlation (r = 0.466) was detected between the VNA titers of 2 FCV strains. The highest incidence and seropositive rate of FPV reveal that FPV is circulating in Korean cats. The low r-value between 2 FCVs suggests that a new feline vaccine containing the 2 kinds of FCVs is required.

‘We are developing our bubble': role of the built environment in supporting physical and social activities in independent-living older adults during COVID-19

This study explores how the built environment can support and challenge a bubble strategy designed to protect older adults from virus transmission while at the same time allowing them maintain their physical and social activities during COVID-19. We conducted a case study of older adults in an independent-living building and the surrounding neighborhood in Edmonton, Alberta, Canada. Data were collected through building and neighborhood observations, and 11 semi-structured in-depth interviews with 6 building residents and 6 stakeholders. Data were analyzed through mapping and interpretative phenomenological analysis (IPA). Complex and nuanced relationships between human and nonhuman factors that supported and challenged the bubble are elaborated in three built environment categories. (1) ‘Building interiors', where residents conduct routine activities and attend physical and social activities with neighbors, were central to the bubble. (2) ‘Neighborhood environments' were extensions of the bubble that affected residents' outdoor activities. (3) ‘Building edges' were important for balancing residents' needs for connecting to the world outside and protecting themselves from the virus. Communities should consider the bubble strategy combined with built environment supports to assist older adults in protecting themselves against virus transmission, and maintaining physical and social activities during the ongoing pandemic and future epidemics. © 2023 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group.

Teledermatology Transformed Through an Automated Previsit Engagement Strategy

With an increase in teledermatology, accelerated by the Covid-19 pandemic, leaders at Penn Medicine recognized a need to improve the value of videoconference-based visits by developing an innovative process to simplify the method by which patients can share photos in advance of the visit while automating instructions and reminders for patients to reduce the burden on staff. The process enables patients to submit photos via cell phone text attachments rather than using the traditional patient portal, if they prefer. Initial results show improvements in patient compliance and engagement, photo quality, and teledermatology encounters. Copyright © 2022 Massachusetts Medical Society.

IoT Methods for Determining PPE Mask Fitness

The COVID-19 pandemic showed the importance of Personal Protective Equipment (PPE), which has been instrumental in providing efficient and effective protection against exposure to the virus for its users. The widespread use of face masks has highlighted the shortcomings of single-use PPE, in particular, the fit of a mask has a large impact on its effectiveness. The research presented in this paper focuses on automatically determining the fitness of masks on an individual with any face structure. The approach in this paper is to use IoT sensors attached to PPE masks in order to detect the tightness and fit of the mask. This approach was tested using three different types of commercially available masks and showed that it is feasible to detect their tightness and fit of them. This study concludes that IoT-based methods can be used effectively to improve the safety of PPE masks. © 2022 IEEE.

Online Content About Prenatal Tdap Vaccination Using Reddit

Purpose of Study The Centers for Disease Control and Prevention (CDC) reported in 2017 that only 50.4% of pregnant women received the Tdap vaccination to protect their newborns from pertussis;21.7% were unaware they needed it and 18.3% were concerned about adverse effects on their baby. This study investigated common concerns women expressed online regarding Tdap in pregnancy and assessed accuracy of online content using Reddit, a popular discussion website. Methods Used We used Reddit's built-in search engine to find user-generated posts by searching key words related to Tdap vaccination in pregnancy. Using the same keywords, we also searched commonly appearing subreddits, which are online communities within Reddit dedicated to topics. Working backwards from February 29, 2020 (to avoid COVID issues), we evaluated posts and comments that met the following inclusion criteria: posts from U.S. users with at least 10 comments;posts and comments focused on Tdap in pregnancy. Comments from automated bots or users outside the U.S. were excluded. Using the idea of saturation, Reddit posts with over 50 comments were analyzed until the 50th comment or until 4 subthemes were found. The CDC guidelines were used to judge accuracy. Summary of Results 100 Reddit posts with 2872 comments between February 2020 to October 2018 were included in the study. 74 Reddit posts sought advice on Tdap vaccination, safety/side effects, and who need Tdap. Out of the 2872 comments, 115 contained inaccurate content;96% of those related to the recommended frequency of the pertussis vaccination. Common themes within the comments included: cocooning (a strategy to protect infants by vaccinating close contacts);why and when pregnant women should get Tdap;and side effects. The most prevalent subtheme pertained to visitation rules for those who declined Tdap. Few comments reflected more extreme opinions, such as 'only illegal immigrants have pertussis.' Conclusions Although most pregnant women on Reddit support the recommendation for Tdap in pregnancy, some users report inconsistent information received from their clinicians. Confusion still remains about who should receive Tdap. There is potential for improved patient education provided by clinicians to ensure their pregnant patients have accurate and complete information about Tdap.

BROAD ANTIBODIES TO FUNCTIONALLY CONSTRAINED REGIONS OF SARS-CoV-2 SPIKE

Background: While remarkable and rapid progress was made in fighting the SARS-CoV-2 pandemic with vaccines and therapeutic antibodies, these approaches were quickly compromised by viral evolution. Therapeutic monoclonal antibodies (mAbs) that were once authorized for clinical use, which all target the receptor binding domain (RBD), are no longer effective against current variants of concern (VOCs) due to mutations in this region of Spike. Thus, to achieve durable protection against SARS-CoV-2, novel mAbs need to show breadth and potency across VOCs and target epitopes that are more constrained. Method(s): mAbs from an individual who had a breakthrough Delta VOC infection after vaccination were isolated from Spike-specific memory B cells. mAbs were assessed for binding affinity and neutralization potency using Spike-pseudotyped lentivirus (PSV) and live SARS-CoV-2 virus neutralization assays. Epitopes were mapped using deep mutational sequencing (DMS) and structural-based methods. Result(s): Three novel mAbs (C68.3, C68.13, C68.59) demonstrated binding breadth to Spikes from various VOCs including Omicron VOCs despite that C68 had not yet been exposed to Omicron. These mAbs potently neutralized the Wuhan-Hu-1 vaccine and Delta strains (IC50 = 9-61ng/mL), and early Omicron strains BA.1, BA.2, BA.5 (IC50 = 12-149 ng/mL). C68.3 and C68.59 retained potency against recent VOCs BQ.1.1 and XBB (IC50 = 121-122 ng/mL and 56-82 ng/mL, respectively) in the PSV assay. Similar neutralization activity was observed in the live virus assay. The potency of these mAbs was greater against Omicron VOCs than all but one of the mAbs previously authorized for treatment and they showed greater breadth. The mAbs target distinct epitopes on the Spike glycoprotein, two in the RBD (C68.3, C68.13) and one in an invariant region downstream of RBD in subdomain 1 (SD1) (C68.59). Structural analysis of C68.59 Fab binding to Spike trimer revealed significant allosteric changes to regions of Spike outside of the epitope in the S2 unit. Finally, DMS escape pathways showed these mAbs target regions highly conserved across VOCs that are also functionally constrained, suggesting escape could incur a fitness cost. Conclusion(s): Overall, these mAbs are novel in their breadth across VOCs and include a potent mAb targeting a rare epitope outside of the RBD in SD1. These mAbs focus on diverse, functionally constrained regions in Spike making them candidates for development as combination therapeutics with good durability against future VOCs.

Accessibility and Financial Barriers in the Utilization of Alternative to Discipline Programs in the United States

Nurses are facing increased mental health issues, substance use, and even suicide since the novel coronavirus pandemicarrived in the United States. Nurses with substance use disorder (SUD) may enroll in alternative-to-discipline (ATD)programs to retain their license during initial treatment with the goal to return to practice, but this process is not withoutchallenges. For example, previous analyses have shown that the time surrounding disciplinary/regulatory process regardingsubstance use disorder (SUD) by either employers or licensure boards was a trigger for nurses who died by suicide. Internetsearches are a common approach to find information on health-related topics. This limited critical review sought toreplicate and evaluate a simple internet search that a nurse seeking information on their state ATD program may complete.Google searches for information on ATD programs were completed on the 50 continental states and Washington, DCbetween April and September 2022. States with ATD programs were evaluated for evidence-based components andbarriers to accessing program information. Publicly available ATD program information ranged from requirements forcontact information to obtain details to websites that outline the entire program, including associated costs. While ATDprograms offer a significant improvement over traditional disciplinary responses to nurse substance use, a significantbarrier is program cost, which can often exclude participation. In this article, we discuss the detailed results of our criticalreview and offer implications for practice that include opportunities for research and a national database to track ATDprogram components and target outcomes to support return to practice for nurses with SUDs © 2023, Online Journal of Issues in Nursing.All Rights Reserved.

NFNets-CNN for Classification of COVID-19 from CT Scan Images

Coronavirus disease (COVID-19) is an infectious disease caused by the coronavirus was first found in Wuhan, China in December 2019. It has infected more than 300 million people with more than 5 million of death cases. Until now, the virus is still evolving producing new variants of concern contributes to the increase the infection rate around the world. Thus, various diagnostic procedures are in need to help physicians in diagnosis disease certainly and rapidly. In this study, deep learning approach is used to classify normal and COVID-19 cases from CT scan images. Normalizer Free CNN network (NFNets) model is implemented on the images. Statistical measures such as accuracy, precision, sensitivity (also known as recall) are used to evaluate the performance of the model against the previous studies. Loss of 0.0842, accuracy of 0.7227, precision of 0.9751 and recall of 0.9727 are achieved. Thus, further optimization on the NFNets learning algorithm is required to improve the classification performanceClinical Relevance-Implementation of deep learning technique to automate diagnosis of diseases such as COVID-19 cases from CT scan images will simplify the clinical flow towards providing reliable intelligent aids for patient care. © 2022 IEEE.

Factors Influencing Senior Nursing Students' COVID-19 Psychological Distress: A Cross-sectional Study

Purpose: The purpose of this study was to examine the relationship between coronavirus disease 2019 (COVID-19)-related knowledge, preventive behaviors, risk perception, nursing professional values, and COVID-19 psychological distress among nursing students, and to identify factors associated with senior nursing students' COVID-19 psychological distress. Methods: This descriptive cross-sectional study included fourth-year nursing students (n=183). Data were collected using a structured questionnaire between May and June 2022. Data were analyzed using descriptive statistics, the independent t-test, one-way analysis of variance, the Scheffé test, Pearson's correlation coefficients, and multiple linear regression analysis, using SPSS version 27.0 for Windows. Results: COVID-19 risk perception (β=.39, p<.001) had the strongest association with COVID-19-related psychological distress, followed by COVID-19 knowledge (β=.37, p<.001), major satisfaction (β=-.19, p=.004), and COVID-19 preventive behavior (β=-.16, p=.023). These variables accounted for approximately 27% of the variance in COVID-19-related psychological distress. Conclusion: Nursing educators should work to develop interventions to reduce nursing students' COVID-19-related psychological distress and should consider COVID-19 knowledge, COVID-19 risk perception, and COVID-19 preventive behavior. Furthermore, plans should be developed to enhance students' satisfaction with the nursing major by improving the clinical practicum suited to their needs. © 2023 Korean Academy of Fundamentals of Nursing.

A novel isothermal digital amplification system and its application for absolute quantification of respiratory infectious virus

Herein, we establish a novel isothermal digital amplification system termed digital nicking and extension chain reaction system-based amplification (dNESBA) by utilizing the isothermal NESBA technique and the newly developed miniaturized fluorescence monitoring system (mFMS). dNESBA enables parallel isothermal NESBA reactions in more than 10,000 localized droplet microreactors and read the fluorescence signals rapidly in 150 s by mFMS. This system could identify the genomic RNA (gRNA) extracted from target respiratory syncytial virus A (RSV A) as low as 10 copies with remarkable specificity. The practical applicability of dNESBA was also successfully verified by reliably detecting the gRNA in the artificial sputum samples with excellent reproducibility and accuracy. Due to the intrinsic advantages of isothermal amplifying technique including the elimination of the requirement of thermocycling device and the enhanced portability of the miniaturized read-out equipment, the dNESBA technique equipped with mFMS could serve as a promising platform system to achieve point-of-care (POC) digital molecular diagnostics, enabling absolute and ultra-sensitive quantification of various infectious pathogens even in an early stage.Copyright © 2023

Humanities-Oriented Physical Education for Social and Emotional Learning

Children and adolescents face increased mental health issues and social isolation, especially within the COVID-19 environment. In response to the current situation, the concept of social and emotional learning (SEL) has shown positive influences on children and adolescents. This paper will provide a brief definition and values of SEL. Then, the authors will suggest the concept of Humanities-Oriented Physical Education (HOPE) as a vehicle for SEL. Following this, under the umbrella of HOPE, this paper will introduce one specific pedagogical model that has the potential for creating successful learning environments for SEL within physical education settings. © 2023 SHAPE America.

Energy-based Domain Adaption with Active Learning for Emerging Misinformation Detection

Classifying whether collected information related to emerging topics and domains is fake/incorrect is not an easy task because we do not have enough labeled data in the domains. Given labeled data from source domains (e.g., gossip and health) and limited labeled data from a newly emerging target domain (e.g., COVID-19 and Ukraine war), simply applying knowledge learned from source domains to the target domain may not work well because of different data distribution. To solve the problem, in this paper, we propose an energy-based domain adaptation with active learning for early misinformation detection. Given three real world news datasets, we evaluate our proposed model against two baselines in both domain adaptation and the whole pipeline. Our model outperforms the baselines, improving at least 5% in the domain adaptation task and 10% in the whole pipeline, showing effectiveness of our proposed approach. © 2022 IEEE.

Compliance with World Health Organization's COVID-19 guidelines among Iraqi health workers

During the COVID-19 pandemic, the World Health Organization (WHO) introduced guidelines with respect to hygiene practices, quarantine policies, and medical practices for health institutions to follow. Most studies examining compliance with WHO guidelines have been conducted at individual level but not at institutional level. This study investigates the availability of resources of health institutions in Iraq and their compliance with WHO COVID-19 guidelines. A total of 234 health workers, including physicians, nurses and medical technicians, were recruited in Babylon, Iraq. Self-reported number of health workers available in the health centre and the levels of compliance with the WHO's guidelines were assessed. Implementation of preventive measures for infected persons, fogging procedures, and having a crisis management team in the health centre were the top three common practices as recommended by WHO. There was a weak but significant positive relationship between the number of health workers in the healthcare centre and the levels of compliance with the WHO's COVID-19 guidelines (rho = 0.243, p < 0.05), indicating that manpower may determine the implementation of these guidelines. There is a correlation between the quantity of health workers and the levels of compliance with the WHO's COVID-19 guidelines, showing that it is important to ensure sufficient human resources available in the health centre to implement the standard practices. In addition, more financial resources are needed to provide sufficient protective equipment and disposable supplies to health workers in Iraq.Copyright © 2023 The Authors. World Medical & Health Policy published by Wiley Periodicals LLC on behalf of Policy Studies Organization.

Research on Development of Sponsorship Effect Analysis Module Using Text Mining Technique

To expand the sponsorship market, sponsorship activities based on sponsorship effect analysis data through scientific and systematic analysis must be carried out. As the development of the media industry and the COVID-19 pandemic have caused many changes in the method of broadcasting professional sports, it is necessary to upgrade the analysis of sponsorship effects. In a crisis situation where the sponsorship effect analysis market is shrinking due to the COVID-19 pandemic, the development of brand exposure analysis programs that can be used based on online platforms will expand the sponsorship market and promote changes in the domestic analysis market that relies on overseas analysis programs. In this study, more than 200,000 online sports media data were collected to analyze the sponsorship effect by minimizing the omission of sponsor brands exposed through online media and detecting sophisticated data. A commercial dictionary in the sports field was established and a sponsorship effect analysis module was developed by quantifying text data using morpheme analysis and TF-IDF. A module based on UI was implemented to analyze the results of the custom morpheme analyzer and Elasticsearch Term Vectors AP. © 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.