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1.
Mental Health and Higher Education in Australia ; : 1-355, 2022.
Article in English | Scopus | ID: covidwho-20235663

ABSTRACT

This book addresses a broad range of issues related to mental health in higher education in Australia, with specific reference to student and staff well-being. It examines the challenges of creating and sustaining more resilient cultures within higher education and the community. Showcasing some of Australia's unique experiences, the authors present a multidisciplinary perspective of mental health supports and services relevant to the higher education landscape. This book examines the different ways Australian higher education institutions responded/are responding to the COVID-19 pandemic, with reference to domestic and international students. Through the exploration of practice and research, the authors add to the rich discourses on well-being in the higher education. © The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2022.

2.
Revista de Salud Publica ; 24(1):1-5, 2022.
Article in Spanish | Scopus | ID: covidwho-20234680

ABSTRACT

This article describes some of the actions taken by the Colombian health system in order to improve the response capacity to the COVID-19 (SARS-CoV-2) pandemic and correct some of the structural failures of the system that threatened the effectiveness of the response. The evolution of some epidemiological markers of the impact of the pandemic is also presented, between March 2020 and September 2021, which can help to unders-tand whether the measures taken could mitigate the impact of the pandemic or not. Among the actions that could most influence the epidemiological outcomes (cases and deaths) of the pandemic, we can highlight the increase in the number of Intensive Care Unit beds (from 5 000 to 11 000 approximately) and the steps taken to acquire vaccines in a highly competitive international market which preferred to provide vaccines first to industrialized countries than to less developed ones. Despite these efforts, the draconian isolation measures, and the suspension of many economic activities, during the study period, Colombia was one of the 15 countries with the highest mortality in the world and more than 60% of the population became infected after the first wave of the pandemic. This suggests a low effectiveness of the efforts made to strengthen the health system. © 2022, Universidad Nacional de Colombia. All rights reserved.

4.
Front Allergy ; 3: 933816, 2022.
Article in English | MEDLINE | ID: covidwho-20234694

ABSTRACT

Objective: To assess the profile of allergist/immunologist (A/I) physicians in Brazil, the workplace, the access to diagnostic and therapeutic procedures, and the impact of the COVID-19 pandemic on professional practice. Methods: This cross-sectional study was conducted as an online survey. All adhering members of the Brazilian Association of Allergy and Immunology (ASBAI) received a Google Forms tool by email. The questionnaire addressed sociodemographic and professional aspects of the Brazilian allergists/immunologists (A/I) daily routine. The information was analyzed by SPSS version 20.0. Results: Four hundred and sixty members answered the questionnaire. Women were predominant among the responders (336; 73%), and the median age was 47 years (range, 27-82 years). Most participants worked in the private sector (437, 95%), whereas 256 (47%) worked in the public sector. Among the public sector employees, 210 (82%) reported having access to some diagnostic test for allergic diseases and inborn errors of immunity. Only 91 (35%) A/I physicians in the public system had access to allergen-specific immunotherapy, compared to 416 (95, 9%) of those in the private sector. Regarding biological drugs, 135 (52.7%) and 314 (71.9%) of the A/I physicians working in the public and private sector, respectively, reported access. Two hundred and eighty-three (61.6%) had at least a 50% reduction in the number of consultations, and 245 (56%) provided telemedicine care during the COVID-19 pandemic. Conclusion: Brazilian A/I have incorporated the most recent advances in managing immunoallergic diseases into their clinical practice, but they still have little access to various diagnostic methods. Strategies to enable the presence of A/I in public health services should be discussed and implemented. The coronavirus pandemic has accelerated the incorporation of telemedicine as a viable and promising method of medical care and can expand access to the specialty.

5.
BMC Nurs ; 22(1): 185, 2023 May 29.
Article in English | MEDLINE | ID: covidwho-20241562

ABSTRACT

BACKGROUND: Increased workload and of the health workforce (HW) strained the capacity to maintain essential health services (EHS) during the Coronavirus Disease 2019 (COVID-19) pandemic, while putting them at increased risk of COVID-19 and other consequences to their health. The aim of this study was to assess the impact of COVID-19 on the health, wellbeing, and working conditions of nurses in Slovakia and to identify gaps in policies to be addressed to increase preparedness of the HW for future emergencies. METHODS: A nation-wide cross-sectional study was conducted among nurses during November-December 2021, referring to the period of January 2021 to November 2021. To assess the differences between impact on HW on various levels of care, respondents were grouped by type of facility: hospital-COVID-19 wards; Hospital-non-covid ward; Outpatient or ER; Other care facilities. RESULTS: 1170 nurses participated, about 1/3 of them tested positive for COVID-19 by November 2021, mostly developing mild disease. Almost 2/3 reported long-covid symptoms and about 13% reported that they do not plan to get vaccinated against COVID-19. The median of the score of the impact of workload on health was 2.8 (56% of the maximum 5), the median score of mental health-wellbeing was 1.9 (63% of a maximum of 3). The studied impacts in all domains were highest in nurses working in COVID-19 hospital wards. Significant disruptions of health care were reported, with relatively high use of telemedicine to mitigate them. Overall, about 70% of the respondents thought of leaving their job, mostly due to working stress or inadequate pay. CONCLUSIONS: Our study showed that the COVID-19 pandemic poses a substantial burden on the health, wellbeing and working conditions of nurses in Slovakia and that a large proportion of nurses considered leaving their jobs because of work overload or low salaries. Human resource strategies should be adopted to attract, retain and continuously invest in HW development including in emergency preparedness and response. Such an approach may improve the resilience and preparedness of the health system in Slovakia for future emergencies.

6.
17th International Conference on Indoor Air Quality and Climate, INDOOR AIR 2022 ; 2022.
Article in English | Scopus | ID: covidwho-2325342

ABSTRACT

The importance of indoor air quality (IAQ) to reduce infectious disease transmission has become clear during the COVID-19 pandemic. In addition to SARS-CoV-2, other diseases, including RSV and influenza, are spread by airborne transmission, and often indoors-where most people spend over 90% of their lives. Given the importance of indoor environments in the spread of infectious disease, ventilation and filtration to improve IAQ should play a major role in preparing for a global catastrophic biological risk event (GCBR). This study involves performing a review of peer-reviewed literature and reports about improving indoor air quality in public spaces and interviewing technical experts in the fields of indoor air, building ownership, IAQ policy, and disease transmission control. The goal of the study is to identify and develop near and long-term policy actions for improving IAQ aimed to reduce GCBRs and other infectious diseases at various levels, including local and national. © 2022 17th International Conference on Indoor Air Quality and Climate, INDOOR AIR 2022. All rights reserved.

7.
Front Sociol ; 8: 1095810, 2023.
Article in English | MEDLINE | ID: covidwho-2323705

ABSTRACT

There is a well-documented scholarly discourse on how the COVID-19 outbreak adversely affects the mental health of Chinese nationals. However, there is little evidence revealing how the public health crisis negatively influenced the mental health of rural-to-urban migrants in China. The relevant literature argues that rural-to-urban migrant workers and their dependents have been experiencing discrimination, exclusion, and stigmatization in the urban labor market and social space, thereby jeopardizing their mental health to a large extent. However, whether the COVID-19 outbreak and its associated consequences further compounded rural-to-urban migrant workers' mental health has rarely been discussed. Since 2010, the Chinese government has emphasized the importance of promoting positive mental health. Without identifying how COVID-19 specifically imposed mental health challenges on rural-to-urban migrant cohorts, Chinese policymakers cannot effectively and efficiently address the dilemmas faced by such vulnerable groups. The significant rural-to-urban migrant population (i.e. 291 million), alongside their disposition to encounter social and psychological challenges, prompts the urgency to develop this narrative essay to examine whether their mental health burdens worsened during the pandemic. The author also discusses remedies for the worsened mental issues faced by migrant cohorts, and recommends policies that local Chinese governments should adopt to mitigate the mental health burdens encountered by rural-to-urban migrants.

8.
Vertex ; 34(159, ene.-mar.): 6-17, 2023 04 10.
Article in Spanish | MEDLINE | ID: covidwho-2321119

ABSTRACT

Introduction: Pandemics throughout human history have caused global crises. Given their multifactorial impact, they generate changes in the functioning of the health pole, in the adaptation of the health system, the economy of nations, in political decision-making, and lifestyles. At the individual level, changes in behavior, emotions, thoughts, and quality of life in its many aspects (physical, psychological, social, and environmental) are glimpsed. Materials and method: With a quantitative approach of cross-sectional ex post facto design, and exploratory scope, the psychosocial and sociodemographic aspects related to adherence to health policies and the search for support were investigated in the adult population of the city of Córdoba (20 to 60 years). 704 people were surveyed, to whom the perceived stress questionnaire (pss-10), a sociodemographic questionnaire, and a questionnaire carried out with an ad hoc modality were applied. Results and Conclusions: Age, sex, schooling, health history, psychiatric/psychological history, and having relatives/partners belonging to a risk group; they presented an association with respect to adherence to health policy regulations; fear of getting infected; help/support seeking; and perceived stress. This research aims to be a starting point to promote local studies that investigate adherence to health policy regulations necessary to cope with the spread of a disease worldwide with the fewest possible adverse reactions.


Introducción: A lo largo de la historia de la humanidad las pandemias han sido causantes de crisis globales. Dado su impacto multifactorial, generan modificaciones en el funcionamiento del polo sanitario, en la adaptación del sistema de salud, la economía de las naciones, en la toma de decisiones políticas, y estilos de vida. A nivel individual se vislumbran modificaciones en el comportamiento, emociones, pensamientos, y la calidad de vida en sus múltiples vertientes (física, psicológica, social, y ambiental). Materiales y método: Con un enfoque cuantitativo de diseño ex post facto transversal, y alcance exploratorio se indagaron los aspectos psicosociales y sociodemográficos relacionados a la adhesión de las políticas sanitarias y la búsqueda de apoyo en población adulta de la ciudad de Córdoba (20 a 60 años). Se encuestó a 704 personas a las cuales se les aplicó el cuestionario de estrés percibido (pss- 10), un cuestionario sociodemográfico, y un cuestionario realizado con  modalidad ad hoc. Resultados y conclusiones: La edad, el sexo, escolaridad, antecedentes de salud, antecedentes psiquiátrico/psicológicos y tener familiares/pareja perteneciente a grupo de riesgo; presentaron asociación respecto a la adherencia a la normativa político sanitaria; miedo a contagiarse; búsqueda de ayuda/apoyo; y estrés percibido. La presente investigación pretende ser un puntapié inicial para promover estudios locales que indaguen la adherencia a las normativas políticas sanitarias necesarias para sobrellevar la propagación de una enfermedad a nivel mundial con las menores reacciones adversas posibles.


Subject(s)
Pandemics , Quality of Life , Humans , Adult , Argentina , Cross-Sectional Studies , Health Policy
9.
The Ethical, Legal and Social Issues of Pandemics: An Analysis from the EU Perspective ; : 1-146, 2022.
Article in English | Scopus | ID: covidwho-2314004

ABSTRACT

This book proposes an ethical and legal framework to improve the responses to social issues related not only to the current SARS-CoV-2 pandemic, but also to future pandemics. Its contents cover the issues that are likely to be most controversial in any public health crisis. It starts by discussing non-pharmacological measures, such as the appropriateness of confinement, how to control compliance with public health measures and the ethical, legal and social acceptability of health certificates. Then it turns to issues related to the production, distribution and administration of vaccines, with a particular focus on the design and implementation of vaccination policies. Finally, it analyses the most appropriate criteria to develop a triage, when the situation brings us to this terrible scenario. The analyses presented in this book are based on the ethical and legal frameworks, as well as the social context, of the European Union, and aims to address the main dilemmas faced by any liberal democracy dealing with a pandemic: how to reconcile the defense against a public health crisis together with a respect for fundamental rights and freedoms. The European legal systems have developed a number of conceptual tools designed to ensure that there is no room for arbitrariness in the restrictions introduced by the political power in emergency situations, and this book builds upon these tools. The Ethical, Legal and Social Issues of Pandemics: An Analysis from the EU Perspective is a predominantly practice-oriented book, which will help policy makers to adopt policies that effectively combine public health needs with individual rights and freedoms. It will also help health care givers to understand better the ethical and legal issues involved in their work and citizens, in general, to participate in public decision making in an informed manner. Finally, it will help to design tools that faithfully comply with existing fundamental rights standards. © The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2022.

10.
PeerJ Comput Sci ; 9: e1220, 2023.
Article in English | MEDLINE | ID: covidwho-2312383

ABSTRACT

Sentiments are the key factors that lead to influence our behavior. Sentiment analysis is a technique that analyzes people's behaviors, attitudes, and emotions toward a service, product, topic, or event. Since 2020, no country has remained untouched by COVID-19, and the governing bodies of most countries have been applying several anti-pandemic countermeasures to combat it. In this regard, it becomes tremendously important to analyze people's sentiments when tackling infectious diseases similar to COVID-19. The countermeasures taken by any country to control the pandemic leave a direct and crucial impact on each sector of public life, and every individual reacts to them differently. It is necessary to consider these reactions to implement appropriate messaging and decisive policies. Pakistan has done enough to control this virus's spread like every other country. This research aims to perform a sentimental analysis on the famous microblogging social platform, Twitter, to get insights into public sentiments and the attitudes displayed towards the precautionary steps taken by the Government of Pakistan in the years 2020 and 2021. These steps or countermeasures include the closure of educational institutes, suspension of flight operations, lockdown of business activities, enforcement of several standard operating procedures (SOPs), and the commencement of the vaccination program. We implemented four approaches for the analysis, including the Valence Aware Dictionary and sEntiment Reasoner (VADER), TextBlob, Flair, and Bidirectional Encoder Representations from Transformers (BERT). The first two techniques are lexicon-based. Flair is a pre-trained embedding-based approach, whereas BERT is a transformer-based model. BERT was fine-tuned and trained on a labeled dataset, achieving a validation accuracy of 92%. We observed that the polarity score kept varying from month to month in both years for all countermeasures. This score was analyzed with real-time events occurring in the country, which helped understand the public's sentiment and led to the possible formation of a notable conclusion. All implemented approaches showed independent performances. However, we noticed from the classification results of both TextBlob and the fine-tuned BERT model that neutral sentiment was dominant in the data, followed by positive sentiment.

11.
Salud Arte Y Cuidado ; 15(1):51-54, 2022.
Article in English | Web of Science | ID: covidwho-2311786

ABSTRACT

At present, resilience as the ability to face adverse events and come out stronger from them, has had a great boom in various contexts, in this reflection the three schools of resilience were taken into account, such as the Anglo-Saxon, the European and the Latin American and the contributions that these promote in the return to normalcy in the post-pandemic context and the set of repercussions at the economic, social and even at the level of health systems, and considering the action plan of the Pan American Health Organization PAHO in 2022, aimed at building on the vision of achieving universal health in the Americas, including strengthening emergency preparedness and response capacities in all the countries of the region, with resilience as the main premise in resignifying the adversities, in order to be able to offer a timely provision of the necessary services at critical moments, taking into account Note that this capacity depends directly on health actors such as health professionals and institutions and with the inclusion of communities.

12.
Sex Reprod Healthc ; 36: 100854, 2023 Jun.
Article in English | MEDLINE | ID: covidwho-2310639

ABSTRACT

OBJECTIVE: The World Health Organization recognizes abortion as essential health care and has encouraged governments to ensure access to abortion services throughout the COVID-19 pandemic. However, the threat of infection combined with government responses to COVID-19 have impacted access to abortion services globally. This study explores access to abortion in Germany during the pandemic. METHODS: This study used a mixed-methods design. An analysis of data collected by Women on Web (WoW) was carried out to assess women's reasons for choosing telemedicine abortion outside the formal health system in Germany during the pandemic. Descriptive statistics were generated for 2057 requests for telemedicine abortion received by WoW between March 2020-March 2021. Semi-structured interviews were conducted with eight healthcare professionals involved in the provision of abortion services to explore how they perceive of women's access to abortion services in Germany during the pandemic. RESULTS: The quantitative analysis found that preferences and needs for privacy (47.3%), secrecy (44.4%) and comfort (43.9%) were the most common reasons for choosing telemedicine abortion. COVID-19 was another important reason (38.8%). The thematic analysis of the interviews was organized into two overarching themes: service provision, and axes of difference. CONCLUSIONS: The pandemic affected the provision of abortion services as well as the circumstances of women seeking abortion. The main barriers to access were financial constraints, privacy issues, and lack of abortion providers. Throughout the pandemic, accessing abortion services was more difficult for many women in Germany, especially women experiencing multiple and overlapping forms of discrimination.


Subject(s)
Abortion, Induced , Abortion, Spontaneous , COVID-19 , Pregnancy , Humans , Female , Pandemics , Health Services Accessibility , Abortion, Induced/methods
13.
56th Annual Hawaii International Conference on System Sciences, HICSS 2023 ; 2023-January:2943-2952, 2023.
Article in English | Scopus | ID: covidwho-2305417

ABSTRACT

The commonly applied strategies for promoting compliance with public health and safety policies can be inefficient and coercive, posing a need to examine novel motivational strategies to aid in this endeavor. Gamification, which aims to foster engagement and intrinsic motivation towards mundane activities and behaviors, is one of the vanguard design approaches among behavioral change support systems. Despite the increasing interest in gamification, the corpus lacks studies on its effects on policy compliance. Therefore, this study examines the relationships between gamification design types, gameful experience, and policy compliance in the social distancing context (during COVID-19) using a vignette-based online experiment (n=937). Based on the results, gameful experience mediates the positive relationships between achievement and progression-based, competitive, and immersive gamification and policy compliance, while social gamification is not associated with gameful experience. The results provide evidence of gamification's potential as a non-coercive method of helping people follow policies. © 2023 IEEE Computer Society. All rights reserved.

14.
Archives of Hellenic Medicine ; 40(2):184-191, 2023.
Article in English | EMBASE | ID: covidwho-2304267

ABSTRACT

The SARS-CoV-2 coronavirus (COVID-19) pandemic is a major public health issue;it is the greatest challenge facing humanity in the 21st century, and a sharp increase in the prevalence of the disease has resulted in an increase in morbidity and mortality in many countries. The global health community, in an effort to reduce the spread of the virus, has been taking precautionary measures to address the crisis and alleviate the economic impact of the pandemic on healthcare services. Global information exchange is vital for health systems to meet these challenges. Health systems, even those in developed countries, appear to have been unprepared to meet this challenge, partly because of pre-existing problems. This study identifies some important features of health systems around the world, and the policies implemented by those responsible for addressing this global health crisis caused by SARSCoV-2. In addition, it highlights the government decisions and mechanisms that were implemented to strengthen and finance health systems, and to mitigate the cost of the pandemic. The response of health systems to the requirements created by the coronavirus pandemic shows adaptation to successive changes, allowing recovery and satisfaction of their needs for the protection of public health.Copyright © Athens Medical Society.

15.
World Review of Political Economy ; 13(3):322-343, 2022.
Article in English | ProQuest Central | ID: covidwho-2303378

ABSTRACT

The systemic inadequacies of models of health systems propagated by the advocates of global health policies (GHPs) have fragmented health service systems, particularly in middle- and lower-income countries. GHPs are underpinned by economic interests and the need for control by the global elite, irrespective of people's health needs. The COVID-19 pandemic challenged the advocates of GHPs, leading to calls for a movement for "decolonisation” of global health. Much of this narrative on the "decolonisation” of GHPs critiques its northern knowledge base, and the power derived from it at individual, institutional and national levels. This, it argues, has led to an unequal exchange of knowledge, making it impossible to end decades of oppressive hegemony and to prevent inappropriate decision-making on GHPs. Despite these legitimate concerns, little in the literature on the decolonisation of GHPs extends beyond epistemological critiques. This article offers a radically different perspective. It is based on an understanding of the role of transnational capital in extracting wealth from the economies of low- and middle-income countries resulting in influencing and shaping public health policy and practice, including interactions between the environment and health. It mobilises historical evidence of distorted priorities underpinning GHPs and the damaging consequences for health services throughout the world.

16.
Front Public Health ; 11: 1140353, 2023.
Article in English | MEDLINE | ID: covidwho-2303138

ABSTRACT

The ongoing COVID-19 pandemic is arguably one of the most challenging health crises in modern times. The development of effective strategies to control the spread of SARS-CoV-2 were major goals for governments and policy makers. Mathematical modeling and machine learning emerged as potent tools to guide and optimize the different control measures. This review briefly summarizes the SARS-CoV-2 pandemic evolution during the first 3 years. It details the main public health challenges focusing on the contribution of mathematical modeling to design and guide government action plans and spread mitigation interventions of SARS-CoV-2. Next describes the application of machine learning methods in a series of study cases, including COVID-19 clinical diagnosis, the analysis of epidemiological variables, and drug discovery by protein engineering techniques. Lastly, it explores the use of machine learning tools for investigating long COVID, by identifying patterns and relationships of symptoms, predicting risk indicators, and enabling early evaluation of COVID-19 sequelae.


Subject(s)
COVID-19 , Humans , COVID-19/epidemiology , SARS-CoV-2 , Pandemics , Post-Acute COVID-19 Syndrome , Health Policy , Machine Learning
17.
Future Virol ; 2023 Mar.
Article in English | MEDLINE | ID: covidwho-2293398

ABSTRACT

A fundamental basis for effective health-related policymaking of any democratic nation should be open and transparent communication between a government and its citizens, including scientists and healthcare professionals, to foster a climate of trust, especially during the ongoing COVID-19 mass vaccination campaign. Since misinformation is a leading cause of vaccine hesitancy, open data sharing through an evidence-based approach may render the communication of health strategies developed by policymakers with the public more effective, allowing misinformation and claims that are not backed by scientific evidence to be tackled. In this narrative review, we debate possible causes of COVID-19 vaccine hesitancy and links to the COVID-19 misinformation epidemic. We also put forward plausible solutions as recommended in the literature.

19.
Cleft Palate Craniofac J ; : 10556656221074870, 2022 Feb 23.
Article in English | MEDLINE | ID: covidwho-2299886

ABSTRACT

OBJECTIVES: Professionals in the United Kingdom providing care to new families affected by cleft lip and/or palate (CL/P) had to adapt to ensure families' needs were met during a time of uncertainty due to Covid-19. The aims of this study were to explore the impacts of the pandemic on CL/P care provision for new families from the perspectives of professionals working in medical and community settings along with any personal impact on professionals and their reflections on the future of CL/P care. DESIGN: Semistructured interviews (n = 27) were completed about experiences from March 2020 to October 2020 with consultant cleft surgeons (n = 15), lead clinical nurse specialists (n = 8), and staff working at the Cleft Lip and Palate Association (n = 4). Transcripts were analyzed using inductive thematic analysis. RESULTS: Three themes were identified: (1) the impact of Covid-19 on the provision of cleft care in the United Kingdom, including working conditions, delays to treatment, and Covid-19 policies; (2) the impact of the pandemic on professionals' mental health, including personal distress and concerns about Covid-19 exposure; and (3) reflections on the future of CL/P care, whereby professionals expressed both hope and concern about the Covid-19 recovery effort. CONCLUSIONS: The ongoing Covid-19 pandemic has impacted CL/P service delivery for new families significantly, warranting recommendations for cohesive psychological support for families in addition to a safe and resourced recovery effort. Support for professionals is also suggested, following existing evidence-based models for providers' needs that address the difficulties of working throughout challenging times.

20.
Dissertation Abstracts International Section A: Humanities and Social Sciences ; 84(2-A):No Pagination Specified, 2023.
Article in English | APA PsycInfo | ID: covidwho-2268884

ABSTRACT

Health advice - clinical and policy recommendations - plays a vital role in guiding medical practices and public health policies. Whether or not authors should give health advice in medical research publications is a controversial issue. The proponents of "actionable research" advocate for the more efficient and effective transmission of science evidence into practice. The opponents are concerned about the quality of health advice in individual research papers, especially that in observational studies. Arguments both for and against giving advice in individual studies indicate a strong need for identifying and accessing health advice, for either practical use or quality evaluation purposes. However, current information services do not support the direct retrieval of health advice. Compared to other natural language processing (NLP) applications, health advice has not been computationally modeled as a language construct either. A new information service for directly accessing health advice should be able to reduce information barriers and to provide external assessment in science communication.This dissertation work built an annotated corpus of scientific claims that distinguishes health advice according to its occurrence and strength. The study developed NLP-based prediction models to identify health advice in the PubMed literature. Using the annotated corpus and prediction models, the study answered research questions regarding the practice of advice giving in medical research literature. To test and demonstrate the potential use of the prediction model, it was used to retrieve health advice regarding the use of hydroxychloroquine (HCQ) as a treatment for COVID-19 from LitCovid, a large COVID-19 research literature database curated by the National Institutes of Health. An evaluation of sentences extracted from both s and discussions showed that BERT-based pre-trained language models performed well at detecting health advice. The health advice prediction model may be combined with existing health information service systems to provide more convenient navigation of a large volume of health literature. Findings from the study also show researchers are careful not to give advice solely in s. They also tend to give weaker and non-specific advice in s than in discussions. In addition, the study found that health advice has appeared consistently in the s of observational studies over the past 25 years. In the sample, 41.2% of the studies offered health advice in their conclusions, which is lower than earlier estimations based on analyses of much smaller samples processed manually. In the s of observational studies, journals with a lower impact are more likely to give health advice than those with a higher impact, suggesting the significance of the role of journals as gatekeepers of science communication.For the communities of natural language processing, information science, and public health, this work advances knowledge of the automated recognition of health advice in scientific literature. The corpus and code developed for the study have been made publicly available to facilitate future efforts in health advice retrieval and analysis. Furthermore, this study discusses the ways in which researchers give health advice in medical research articles, knowledge of which could be an essential step towards curbing potential exaggeration in the current global science communication. It also contributes to ongoing discussions of the integrity of scientific output.This study calls for caution in advice-giving in medical research literature, especially in s alone. It also calls for open access to medical research publications, so that health researchers and practitioners can fully review the advice in scientific outputs and its implications. (PsycInfo Database Record (c) 2022 APA, all rights reserved)

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