Mental health literacy and professional psychological help-seeking behavior in college students.

Objective: To reveal the classification characteristics of college students' mental health literacy and compare their differences in professional psychological help-seeking behavior. Methods: Totally 12 850 college students were selected and assessed with the Mental Health Literacy Questionnaire (MHLQ), Self-made Questionnaire of Professional Psychological Help-seeking Behavior in Non-epidemic and COVID-19 epidemic and Patient Health Questionnaire-9 (PHQ-9). Latent profile analysis was used to classify the mental health literacy of college students. The Chi-square test and logistic regression analysis were used to explore the differences in professional psychological help-seeking behavior of different classes of college students. Results: College students' mental health literacy could be divided into three classes including low-literacy group (7.4%), medium-literacy group (50.2%) and high-literacy group (42.4%). After controlling for demographic variables and depression level, logistic regression analysis found that there was no significant correlation between mental health literacy and professional psychological help-seeking behavior in non-epidemic situations. In the COVID-19 epidemic, compared with the low-literacy group, the medium-literacy group was more likely to seek professional psychological help (OR=1.32). The medium-literacy group and the high-literacy group were more likely to recommend others for help (OR=1.77, 2.45). Conclusion: The mental health literacy of college students has classification characteristics. During the COVID-19 epidemic, the college students with higher mental health literacy have greater possibility of seeking professional help and recommending others for seeking help. (English) [ FROM AUTHOR] 目的: 了解大学生心理健康素养的分类特点, 比较不同分类大学生在专业心理求助行为上的差异。方法: 选取 12 850 名大学生, 采用心理健康素养问卷（MHLQ）、自编非疫情和新冠肺炎疫情中专业心理求助行为自评表、病人健康问卷抑郁量表（PHQ-9）进行调查。采用潜在剖面分析将大学生心理健康素养分类, 采用 χ² 检验和 logistic 回归分析探讨不同类别大学生专业心理求助行为的差异。结果: 大学生心理健康素养可分为低素养组（7.4%）、中等素养组（50.2%）和高素养组（42.4%） 3 类。非疫情中, 心理健康素养与专业心理求助行为无关联;在新冠肺炎疫情中, 相比低素养组, 中等素养更可能寻求专业心理求助（OR=1.32）, 中等素养组、高素养组更可能推荐他人求助（OR=1.77、2.45）。结论: 大学生心理健康素养有类别特征。新冠肺炎疫情中, 心理健康素养较高的大学生的专业求助或推荐求助可能性更大。 (Chinese) [ FROM AUTHOR] Copyright of Chinese Mental Health Journal / Zhongguo Xinli Weisheng Zazhi is the property of Chinese Mental Health Journal 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.)

Transformation of the Functions of Higher School Teachers in Conditions of Uncertainty: Problem Statement

Introduction. In modern social and educational conditions, the process of uncertainty in pedagogical practice occurs at a rapid pace, due to the globalisation and digitalisation of education, as well as the COVID-19 pandemic. As a result, there are teachers' transformations and new functions, which cannot affect their pedagogical capabilities;therefore, the article presents a problem on this issue.Aim. The aim of this problematic article is to consider from different points of view the phenom- enon of uncertainty in pedagogical activity and the transformation of the functions of higher school teachers in the conditions of uncertainty caused by the digitalisation of education. Methodology and research methods. The work was based on the methodology of interdisciplinary analysis of theoretical sources, foreign and Russian pedagogical experience in the field of uncertainties;the method of questioning and interviewing teachers of higher education was used to identify attitudes to professional activity in conditions of uncertainty.Results and scientific novelty. In the course of the study, it was found that at the present stage of education development, the transformation of the functions of higher school teachers in conditions of uncertainty is not investigated either in Russian pedagogical practice or abroad due to the undeveloped theoretical provisions in this area of pedagogical activity. The problem is posed in the field of transfor- mation of the capabilities and functions of higher school teachers in conditions of uncertainty from the perspective of different sciences. The scientific novelty of the research is the following developed provi- sions: 1) a new interpretation of the concept of "professional functions of a teacher" is proposed, includ- ing professional competence and professional activity of a teacher in a digital educational environment within his/her subject area at the university;2) a pedagogical model of transformation of teacher func- tions in a digital educational environment is developed, including the functions of teaching, upbringing, methodological function, as well as the function of digital didactics and the digital competence function of the teacher;3) the uncertainty factors and their content that influence the process of transformation of the functions of higher school teachers are identified: technological management of pedagogical ac- tivity;pedagogical practice without emotional contact between the subjects of the educational process;self-realisation in a virtual environment;the need for design thinking;personal growth of a teacher in a digital educational environment;transformation of the functions of managing their own pedagogical practice;4) a classification of uncertainties encountered in the professional activities of higher school teachers has been developed based on two characteristics - belonging to professional educational activ- ities and digital support of pedagogical practice.Practical significance. The proposed classification and uncertainty factors influencing the process of transformation of the functions of higher school teachers can be used in pedagogical practice to deter- mine internal and external influences on teachers in the digital educational environment.

ICT Transformation in Education: Its Impact on Language Teachers' Professional Identities

Rapid and continuous changes in digital technologies have changed both classroom practices and teacher profiles in education. It can be argued that a new context of teaching may lead some teachers to develop a different teacher identity in order to meet the needs of the era. Within this perspective, this case study attempts to explore the impacts of Information and Communication Technologies (ICT) revolution in education on teachers' professional identity through the lens of three English instructors from three different contexts in Turkey. The study particularly focuses on reflections of teachers during the pandemic. As a theoretical framework, the study adopts Wenger's (1997) social theory of learning and, within this framework, it discusses these teachers' professional identities in relation to their ICT usage. In particular, three modes of belonging, Engagement, Imagination and Alignment, are underlined. A qualitative approach is employed based on the written history documents of the participants and semi-structured interviews as data collection tools. The findings are gathered with a deductive thematic analysis, and they illustrate that teachers have some external and internal difficulties regarding their ICT usage, and they form a new shape of professional identity mainly through collaboration, community expertise and contributing new ideas in their school contexts. Although the use of new digital technologies mostly enables them to adopt a positive and modern teacher identity in their teaching contexts, it also leads some of them to sometimes question their teacher identity due to their limited ICT knowledge and competence. Thus, the study suggests some implications both for language teachers to invest in their digital identities, and for school administrations to create a friendly atmosphere where the community of expertise can be shared freely among teachers.

Telemedicine in the Era of Covid-19: Teleconsultation Architecture Platform

Teleconsultation is a type of medical practice similar to face-to-face consultations, and it allows a health professional to give a consultation remotely through information and communication technologies. In the context of the management of the coronavirus epidemic, the use of teleconsultation practices can facilitate healthcare access and limit the risk of avoidable propagation in medical cabinets. This paper presents the monitoring of international teleconsultation referrals in the era of Covid-19 to facilitate and prevent the suspension of access to care, the most common architecture for teleconsultation, communication technologies and protocols, vital body signals, video transmission, and the conduct of teleconsultation. The aim is to develop a teleconsultation platform to diagnose the patient in real time, transmit data from the remote location to the doctor, and provide a teleconsultation. © 2023, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

Interdisciplinary Teaching Reform of Financial Engineering Majors Based on the Analytic Hierarchy Process in the Post-Pandemic Era

In the post-epidemic era, the labor market has become increasingly complex, making it even more crucial to incorporate sustainability into employment demand. As we enter the post-pandemic era, a globalization trend has become more apparent. It is crucial to modernize employability through educational reform in order to assist employees in enhancing their professional skills. This study began by analyzing the importance of financial engineering practice instruction and graduate employability in the post-epidemic era. Second, the study proposed the content and a plan for inter-disciplinary teaching reform to address talent cultivation needs based on labor market requirements. Third, a face-to-face survey and interview were conducted with students affected by changes in teaching, and the results were analyzed and summarized. On this basis, the impact of education reform was evaluated using both the expert scoring method and the analytic hierarchy approach. The results indicated that the suggested financial engineering teaching reform program improved the school's discipline strength, enrollment rate, employment rate, and competition awards, especially discipline strength. This research can be used to inform the teaching of financial engineering majors in various countries, assist job candidates in enhancing their professional skills, and build a formidable talent pool for the labor market.

Examining perceived levels of stress, burnout, and job satisfaction among play therapists

Work-related stress and burnout have become a popular topic for research studies over the course of many years. The COVID-19 pandemic has also highlighted the importance of monitoring stress and well-being for workers in a variety of fields. The purpose of the present study was to examine the relationship between perceived stress, burnout, and job satisfaction among play therapists. We found a strong correlation between perceived stress and burnout among sample participants. We also found a strong negative relationship between these variables and job satisfaction. Based on our findings, we recommend several strategies that supervisors can implement when working with counselors-in-training in order to prevent stress and burnout for this specific therapist population. (PsycInfo Database Record (c) 2023 APA, all rights reserved)

Online art therapy: Experiences of art therapists during the COVID-19 pandemic

The lack of literature on online art therapy and research participants' remarks about feeling underprepared to transition to teletherapy underscores that more research must be conducted on the subject. Going forward, graduate-level coursework in the field should address virtual art therapy and training on how to conduct art therapy online should be implemented. Other opportunities to learn about virtual therapy may include consulting with other clinicians and completing online training programs for tele counselling. This chapter offers suggestions and raises ethical considerations for a tele art therapy practice. Online approaches to art therapy are novel and it uses the terms virtual, online, and tele art therapy interchangeably. Tele art therapy, a subset of teletherapy, emerged in the late 1990s. The bulk of art therapy literature written before the COVID-19 pandemic focuses on implementing online computer programs that can be used to facilitate art therapy and adapting analogue art therapy practices to suit online platforms. In contrast, tele art therapy literature published during the pandemic includes surveys and descriptions of art therapy programs and services developed in response to stay-at-home orders. To conclude, the chapter offers suggestions and raise ethical considerations for online art therapy practice. (PsycInfo Database Record (c) 2023 APA, all rights reserved)

Coaches Deserve the Care and Attention They Are Nurturing in Others: exploring co-active life coaches' perspectives on professional practise and self-care during the COVID-19 pandemic

Helping professionals promote self-care amongst their clients: a proactive practise that enhances personal well-being. Yet, many struggle to engage in self-care personally which can lead to adverse health consequences and burnout. To date, little is known about helping professionals' views on self-care as it relates to personal and professional practise: especially during a worldwide pandemic where the demand for health-oriented services is amplified. Certified Professional Co-Active Coaches (CPCCs) are poised to offer unique insights into this phenomenon given their inherent focus on enriching client well-being. The purpose of this descriptive study was to explore CPCCs' experiences related to coaching practise and self-care during the COVID-19 pandemic. Semi-structured interviews were used, and data were analysed using an inductive approach. Twelve CPCCs (10 = female) participated. Four main themes emerged: a shift in practise;changes in clients;personal self-care practises;and professional self-care practises. Therapeutic empathy and setting emotional boundaries were identified as valuable coaching strategies. Participants also highlighted the need for intentional self-care routines to care effectively for themselves and others. Taken together, these findings may be transferable to other helping professionals, training bodies, and clients through an enhanced understanding of self-care during times of crises. [ FROM AUTHOR] Copyright of Coaching: An International Journal of Theory, Research & Practice is the property of Routledge 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.)

Development of Teaching Digital Skills: possibilities in Distance Education

The objective of this investigation is to understand how online distance education can contribute to promoting the development of digital skills, in particular, teaching digital skills. Contemporary society increasingly demands the use of digital technologies in the various areas of life, including in the teaching and learning process, even more evident in the pandemic context of COVID-19, which caused the suspension of face-to-face classes worldwide and imposed a new educational model, facilitated by digital technologies and based on online education methodologies, designated as emergency remote teaching. Among the many challenges, teachers had to adapt and reformulate their pedagogical practices and teaching methodologies in a virtual learning environment, often without having fundamental digital skills to promote quality learning. Through a narrative bibliographic review of an exploratory nature and qualitative methodology, studies, programs and models were identified that could be used as a reference to enable training propositions for the development of teaching digital skills, a key factor for pedagogical innovation.

‘You Took me Back to the sea:' Using Narrative to Explore and Inform the Practice of Social Work with Dying People

This article centres on a qualitative interview extract, the ‘Story of the Pebble', in which a West African Hospital Social Worker Ado, working in a UK context, and identifying as a Shaman, describes successfully trusting his instincts to create a symbol for a dying patient. Despite criticisms from colleagues, Ado's capacity to understand his patients needs are justified both before and after her death.The article discusses significant themes from the interview extract, including the meaning of professionalism, practice wisdom and cultural influences in a UK social work context, as well as through Ado's heritage and identification as a Shaman. The article considers holistic patient care in a medical context and suggests this has some useful lessons for social workers, particularly those involved with dying people. Although the extract, and wider research study from which it is drawn, pre-date the Covid 19 pandemic, this is referenced throughout, linking the interview extract to ways of helping practitioners and educators to consider people holistically at end of life. AD -, Chichester, UK ;, Chichester, UK

Online art therapy classroom in Thailand

This chapter discusses the format of the International Program of Art Therapy in Thailand (IPATT) program before and during the COVID pandemic. A survey will contrast the strengths and weaknesses of online learning as experienced by IPATT students who participated in the program in-person as well as online. The IPATT studio is equipped with audio-visual aids for instructors to present art therapy theories and a studio working area with a wide assortment of art materials that allow students to work experientially. In addition to art therapy education, having students in the studio also gives them opportunities to learn relational literacy inside and outside class time, such as confronting or allying, deepening or skipping, and encouraging or letting go. The student survey that contrasted in-person and online classroom experiences revealed that face-to-face teaching gets a higher score in 3 out of 9 quality sub-categories;most aspects remain the same in both classroom settings. There are advantages and disadvantages to sharing art and personal experiences online, where group dynamics can be different, benefiting some group members but not others. While there is a preference for face-to-face education, the small student survey shows that most IPATT students accept online education as an alternative. (PsycInfo Database Record (c) 2023 APA, all rights reserved)

LearnIT2teach: Teacher training and online learning for newcomers in times of crises

How teachers creatively adopted and adapted to the effects of the COVID-19 outbreak is at the heart of the findings presented in this chapter. With the support of the Avenue-LearnIT2teach project, English Second Language (ESL) teachers in Canada enabled the rapid response of many Language Instruction for Newcomers to Canada (LINC) programs to site closures, resulting in an unprecedented uptake of online learning (OL) in a matter of weeks. The project rapidly changed course to support LINC teachers to adopt blended learning (BL) courseware and adapt teaching practices to the new OL reality. This chapter discusses the impact of the project's efforts to meet the surge in demand in teacher training and learner courseware for these online immigrant settlement and language learning programs. The project's rapid response to onsite LINC program closures during the COVID-19 crisis is reviewed. As a result of the disruptions to in-person program delivery, the focus of the project has shifted from blended learning (BL) to online learning (OL) by adapting its formal and informal professional development (PD) offerings. Findings with respect to the surge in demand for teacher training, course development, and mentoring are presented. Feedback from teachers on the "front lines" further illustrates teachers' OL uptake. The chapter also addresses the impact of formal and informal PD provided by a committed team of mentors as well as the importance of teacher presence in online program delivery. Implications and recommendations with respect to rapid responses in situations of crises conclude the chapter. © Springer Nature Switzerland AG 2021. All rights reserved.

Professional Experience in Times of COVID-19

This study examined the preparedness and capabilities of pre-service teachers in the midst of the COVID-19 pandemic when many schools were teaching online. The university curriculum was adapted to enable pre-service teachers to explore suitable pedagogies to not only teach remotely but to engage their students using contemporary technology-based learning materials. The school in this study was in a low socio-economic area with diverse students, many with a language back-ground other than English. This study was thus positioned at the intersection of what is known as trauma-informed education, professional learning and the resilience of both practising and pre-service teachers. The study used a case-study method-ology with data collected from online surveys and group interviews on Zoom. The participants were pre-service teachers from the university and staff, including super-vising teachers, from the school. The data from both the surveys and the group inter-views were analysed thematically, guided by a theoretical framework addressing the intersection of resilience, trauma-informed education, and professional learning. Resilience in coping with the unusual classroom context was enhanced by the smaller number of students in class;the greater range of life experiences of the more mature pre-service teachers;and the skills and experience of the school's teachers to support and mentor the pre-service teachers. The guidance provided by the university in conjunction with the experience of the school's teachers enhanced the pre-service teachers' ability to manage trauma-affected students. The greatest source of trauma was when students who were learning remotely returned to school as they struggled to catch up on work missed and the mental-health issues that resulted. Pre-service teachers stated that as a result of the combination of the adapted university course work and the practical learning during professional experience their preparedness was significantly enhanced. © The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2023, corrected publication 2023.

Cameras off, coffee on: Online teaching and learning in COVID-times

Teaching and learning took on new meaning at the onset of the COVID-19 pandemic, specifically for those programs not designed for online course delivery. While some accredited graduate art therapy programs already offered online learning and low residency options when the COVID pandemic hit, most were designed for in-person experiential learning with an art studio space. The author, an instructor at Drexel University in Philadelphia, PA, U.S., was preparing to teach a content course that relied on art-based experientials, one of the "signature" pedagogies in art therapy education. She had to rebuild the course with careful attention to various modes of communication to hold a safe learning space. This chapter outlines and exposes pedagogical, technological, and personal rationale behind her choices. It provides new knowledge or aspects to consider when making changes to course delivery post-pandemic. Overall, the chapter aims to inspire the readers to reconsider the philosophies of teaching and how one can creatively and effectively meet the students where they are in their cycle of learning, whether one teaches online, face-to-face, or a hybrid of the two. (PsycInfo Database Record (c) 2023 APA, all rights reserved)

Artificial Intelligence-Based Smart Tele-Assisting Technology for First-Year Engineering Students

Engineering programs emphasize students career advancement by ensuring that engineering students gain technical and professional capabilities during their four-year study. In a traditional engineering laboratory, students "learn by doing", and laboratory equipment facilitates their discipline-specific knowledge acquisition. Unfortunately, there were significant educational uncertainties, such as COVID-19, which halted laboratory activities for an extended period, causing challenges for students to perform and obtain practical experiments on campus. To overcome these challenges, this research proposes and develops an Artificial Intelligence-based smart tele-assisting technology application to digitalize first-year engineering students practical experience by incorporating Augmented Reality (AR) and Machine Learning (ML) algorithms using the HoloLens 2. This application improves virtual procedural demonstrations and assists first-year engineering students in conducting practical activities remotely. This research also applies various machine learning algorithms to identify and classify different images of electronic components and detect the positions of each component on the breadboard (using the HoloLens 2). Based on a comparative analysis of machine learning algorithms, a hybrid CNN-SVM (Convolutional Neural Network - Support Vector Machine) model is developed and is observed that a hybrid model provides the highest average prediction accuracy compared to other machine learning algorithms. With the help of AR (HoloLens 2) and the hybrid CNN-SVM model, this research allows students to reduce component placement errors on a breadboard and increases students competencies, decision-making abilities, and technical skills to conduct simple laboratory practices remotely. © 2023 IEEE.

The influence of the COVID-19 pandemic on PhD candidates' study progress and study wellbeing

The COVID-19 pandemic has had its impact on research and researchers, and hence potentially on the future of academia. Yet, empirical evidence on the impact of COVID-19 on PhD candidates is limited. This study explores the influences of the pandemic on PhD candidates' progress and wellbeing. In addition, the aim is to identify potentially particularly vulnerable candidate groups. In total, 768 PhD candidates from a Finnish research-intensive multidisciplinary university participated in the mixed method study in spring 2021. The data were collected with the doctoral experience survey. In general, the PhD candidates estimated that the COVID-19 pandemic had hindered their progress and decreased their study wellbeing. The negative impact boiled down to the reduced access to data or participants, erosion of scholarly support networks, reduced access to the institutional resources, poor work-life balance and mental health problems. Results further implied that the international candidates, those studying at the university full-time, engaging in research teams, candidates from natural sciences and those at the mid-phase of their studies employed increased risk of suffering from negative COVID-19 pandemic influences. Results can be used in building well-fitted re-creative actions in supporting the PhD candidates to overcome challenges set by the pandemic. (PsycInfo Database Record (c) 2023 APA, all rights reserved)

Faculty Perceptions of Health Professional Students' Hybrid-Online Learning Strategies: A Multi-Center Qualitative Study

Purpose: The COVID-19 pandemic accelerated the utilization of hybrid-online and fully-online instruction in health professional education. Physical (PT) and occupational therapy (OT) programs have become increasingly reliant upon this mode of instruction. Therefore, it is important to understand advising strategies for this educational environment. Faculty advisors may endorse specific learning strategies over others. However, advising strategies of faculty are not well represented in the scientific literature. Methods: A qualitative phenomenological design used a six-item, open-ended questionnaire to purposefully survey faculty members teaching and advising students in hybrid-online PT and OT graduate programs during COVID-19. Dedoose® v.9.4 qualitative software (Los Angeles, CA;2021) was used to perform coding and thematic analysis. Three investigators performed data analysis to reach consensus on the organization of emerging codes and themes. Results: A sample of N = 36 participants was collected from three states: Florida 14 (38.9%);Texas 12 (33.3%);California 10 (27.8%). Total N (%) of PT and OT faculty enrolled were 26 (72%) and 10 (28%), respectively. Years teaching in hybridonline programs N (%) was: 1e4 years 20 (55.6%);5e9 years 8 (22.2%);10e14 years 5 (13.9%);15þ years 4 (11.1%). Thematic analysis revealed three major themes: Self-regulated Behaviors, Student Engagement, and Studying Strategies. Self-regulated Behaviors and Student Engagement were most prevalent among participant narratives. Coded responses such as " ‘time management', ‘preparedness', ‘chunking study time', ‘daily engagement with learning material', ‘work/ life balance', and ‘peer-to-peer teaching'” were positively associated with perceived student success. Conversely, "'procrastination/cramming', ‘poor work ethic', ‘lack of engagement', ‘lack of preparedness', and ‘rote memorization'” were negatively associated with perceived student success. Discussion: This study identified faculty perceptions of student strategies for success in hybrid-online health professional learning. The self-regulated behaviors of time management, preparedness, work/life balance, and the engagement behaviors of daily engagement with course materials, content application, class participation, and peer collaboration strongly emerged. These findings may help guide novice faculty advisors as hybrid-online instruction becomes more frequently leveraged across health professional education programs. © 2023 Association of Medical Education in the Eastern Mediterranean Region (AMEEMR).

Squaring the Schaverien triangle

Supervision in art therapy is a relationship of learning. It provides opportunities for individuals less experienced in the field to reflect about their practicum work under the guidance of someone more experienced. This chapter covers the psychological effects of virtual art therapy interventions, such as through videoconferencing, which increased with the arrival of the COVID pandemic. It examines the complex ideas of virtual art psychotherapy and its virtual healing qualities since "[i]n analytical psychotherapy ... the main pivot of treatment is transference". Just as Schaverien describes the transference of past experiences as being made "live", the chapter describes how virtual art therapy is "live-online". The interaction with clients through virtual means provides the therapists with new opportunities, such as meeting clients in their own space or allowing a digital method, like the Zoom Whiteboard, for clients to create art without having to buy art materials. The use of the Schaverien Talisman and Scapegoat concepts can be applied in a more intimate way by meeting clients virtually at their own home. Thus, with the added virtual element to therapy, we are squaring the Schaverien triangle. (PsycInfo Database Record (c) 2023 APA, all rights reserved)

Multivariate Conway-Maxwell-Poisson Distribution: Sarmanov Method and Doubly Intractable Bayesian Inference

In this article, a multivariate count distribution with Conway-Maxwell (COM)-Poisson marginals is proposed. To do this, we develop a modification of the Sarmanov method for constructing multivariate distributions. Our multivariate COM-Poisson (MultCOMP) model has desirable features such as (i) it admits a flexible covariance matrix allowing for both negative and positive nondiagonal entries;(ii) it overcomes the limitation of the existing bivariate COM-Poisson distributions in the literature that do not have COM-Poisson marginals;(iii) it allows for the analysis of multivariate counts and is not just limited to bivariate counts. Inferential challenges are presented by the likelihood specification as it depends on a number of intractable normalizing constants involving the model parameters. These obstacles motivate us to propose Bayesian inferential approaches where the resulting doubly intractable posterior is handled with via the noisy exchange algorithm or the Grouped Independence Metropolis–Hastings algorithm. Numerical experiments based on simulations are presented to illustrate the proposed Bayesian approach. We demonstrate the potential of the MultCOMP model through a real data application on the numbers of goals scored by the home and away teams in the English Premier League from 2018 to 2021. Here, our interest is to assess the effect of a lack of crowds during the COVID-19 pandemic on the well-known home team advantage. A MultCOMP model fit shows that there is evidence of a decreased number of goals scored by the home team, not accompanied by a reduced score from the opponent. Hence, our analysis suggests a smaller home team advantage in the absence of crowds, which agrees with the opinion of several football experts. Supplementary materials for this article are available online.

Attitudes among physicians toward vaccine mandates for emerging infectious disease: the case of the COVID-19 vaccine

Objectives: The outbreak of SARS-CoV-2 resulted in a global pandemic. Vaccine mandates were implemented in several countries, including in Taiwan, and often targeted health-care workers in particular. This study investigated attitudes among Taiwanese physicians toward such policies and how ethical beliefs and logic influenced attitudes. Methods: A total of 16 physicians were recruited by using the snowball method from hospitals in northern Taiwan. Data were collected through semi-structured interviews. Results: Physicians tended not to support mandatory vaccination. Five themes emerged: (1) Individual rights, including violation of autonomy and labor rights;(2) vaccine performance, including safety and efficacy;(3) institutional norms, including the degree of relevancy of the policy-issuing unit and the employment relationship between physicians and institutions;(4) social and workplace stigma resulting from coercive policies in different job categories or departments;and (5) professional ethics of physicians. Conclusions: Autonomy and professional ethics among physicians influence attitudes toward vaccine mandates. Vaccine performance, institutional norms, and stigma also influence attitudes toward vaccine mandates and decision-making. Even with high ethical awareness, the study participants tended not to support vaccine mandates. The government should formulate mandatory vaccination policy means for healthcare workers that can be used by hospitals. Each hospital should assess their unique risks and implement policies that best suit their needs. (Taiwan J Public Health. 2023;42(1):75-87)