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1.
Cien Saude Colet ; 26(8): 3265-3276, 2021 Aug.
Article in Portuguese | MEDLINE | ID: covidwho-20239424

ABSTRACT

In this study, the perception of Brazilians regarding COVID-19 in 12 cities in the country was analyzed. Issues about the severity and dangers of the disease, sources of information and reliability, checking information, attitudes, precautions, and priorities for coping and trusting relationships in science were addressed. This study was carried out in the context of broader research on how Brazilians perceive the Oswaldo Cruz Foundation (Fiocruz). The survey was applied between May 18 and June 10, 2020, with 1,643 residents over 16 years of age in Brazilian cities where Fiocruz has a technical unit or office. The results reveal that the majority of the interviewees appreciate the seriousness of the pandemic, the importance of being properly informed, considers the measures indicated by health authorities important and trusts scientists and scientific institutions as sources of information. With the sense of urgency and experience of uncertainties about the present and the future, the need for strengthening of trust in institutions is present.


Neste estudo, analisamos a percepção de brasileiros e brasileiras sobre a COVID-19 em 12 cidades do país. Foram abordadas questões sobre a gravidade e os perigos da doença, fontes de informações e confiabilidade, checagem de informações, atitudes, precauções e prioridades para o enfrentamento e relações de confiança na ciência. Este estudo foi realizado no contexto de uma pesquisa mais ampla sobre como brasileiros e brasileiras veem a Fundação Oswaldo Cruz (Fiocruz). A survey foi aplicada no período de 18 de maio e 10 de junho de 2020 com 1.643 moradores com mais de 16 anos nas cidades brasileiras em que a Fiocruz possui unidade ou escritório técnico. Os resultados revelam que boa parte dos entrevistados reconhece a gravidade da pandemia, a importância de se informar corretamente, considera as medidas indicadas por autoridades de saúde válidas e confia em cientistas e instituições científicas como fontes de informação. Com o senso de urgência e a potencialização e vivência das incertezas acerca do presente e do futuro, o fortalecimento da confiança nas instituições se faz presente.


Subject(s)
COVID-19 , Pandemics , Attitude , Cities , Humans , Perception , Reproducibility of Results , SARS-CoV-2
2.
Postgrad Med J ; 99(1171): 423-427, 2023 Jun 08.
Article in English | MEDLINE | ID: covidwho-20243037

ABSTRACT

OBJECTIVES: To investigate whether sentiment analysis and topic modelling can be used to monitor the sentiment and opinions of junior doctors. DESIGN: Retrospective observational study based on comments on a social media website. SETTING: Every publicly available comment in r/JuniorDoctorsUK on Reddit from 1 January 2018 to 31 December 2021. PARTICIPANTS: 7707 Reddit users who commented in the r/JuniorDoctorsUK subreddit. MAIN OUTCOME MEASURE: Sentiment (scored -1 to +1) of comments compared with results of surveys conducted by the General Medical Council. RESULTS: Average comment sentiment was positive but varied significantly during the study period. Fourteen topics of discussion were identified, each associated with a different pattern of sentiment. The topic with the highest proportion of negative comments was the role of a doctor (38%), and the topic with the most positive sentiment was hospital reviews (72%). CONCLUSION: Some topics discussed in social media are comparable to those queried in traditional questionnaires, whereas other topics are distinctive and offer insight into what themes junior doctors care about. Events during the coronavirus pandemic may explain the sentiment trends in the junior doctor community. Natural language processing shows significant potential in generating insights into junior doctors' opinions and sentiment.


Subject(s)
Coronavirus Infections , Social Media , Humans , Attitude , Coronavirus Infections/epidemiology , Medical Staff, Hospital , Pandemics
3.
Women Health ; 63(6): 454-463, 2023 07 03.
Article in English | MEDLINE | ID: covidwho-20242699

ABSTRACT

This study aims to investigate the correlation between mothers' COVID-19 fears and their attitudes toward feeding their children and using food supplements. The mothers of 312 children aged 3-6 years participated in this study. Data were collected online using the Descriptive Characteristics Form for Children and Their Families, the Questionnaire Form on Food Supplement Use, the Mother's Attitudes Toward the Feeding Process Scale (MAFPS), and the Fear of COVID-19 Scale. During the pandemic, 58.9% of children used food supplements. Of these, 38.7% used vitamins/multivitamins, 39.4% used food supplements to strengthen their immunity against the disease, and 23.8% of mothers stated that the food supplement was effective in preventing COVID-19. As the fear of coronavirus increased, the mothers' attitudes toward feeding their children were negatively affected. The mothers' fears of COVID-19 negatively affected their attitudes toward feeding their children by 24.0%. Therefore, nurses should ask whether mothers use food supplements for their children during the pandemic period and inform those who use them about the effects and possible side effects of using this method.


Subject(s)
COVID-19 , Mothers , Female , Humans , Child , COVID-19/prevention & control , Dietary Supplements , Attitude , Surveys and Questionnaires
4.
Orv Hetil ; 164(21): 803-810, 2023 May 28.
Article in Hungarian | MEDLINE | ID: covidwho-20241140

ABSTRACT

INTRODUCTION: In Hungary, regarding the age-related mandatory vaccinations, the population is almost 100% vaccinated. In the case of recommended vaccinations, however, the situation is less favourable, and during the COVID-19 pandemic, anti-vaccination sentiment has also appeared in some groups to a greater extent than before. Reducing this is the task of all health professionals. OBJECTIVE: The exploration of knowledge and attitudes about vaccinations, and the analysis of the characteristics of these factors according to gender, year and vaccine willingness/hesitancy among medical students at the University of Szeged. METHOD: The cross-sectional study was conducted among first and fourth year medical students of the University, using an online questionnaire, which examined, in addition to sociodemographic characteristics, the administration of influenza and COVID-19 vaccinations, the self-assessment of knowledge about vaccinations, the importance of vaccinations, and student opinions about recommended vaccinations. RESULTS: Based on the definition of the WHO Strategic Advisory Group, 88.6% of the students belonged to the "vaccine willingness" group, who administered the vaccine against COVID-19 as soon as it became available, while the "vaccine hesitancy" group (11.4%) only asked for the vaccine when vaccination was made mandatory or not even then. According to the model adjusted to gender and year, those who showed willingness to vaccinate were more likely to consider the use of vaccinations, counselling, etc. important than those who were hesitant, while there was no correlation with the self-rating of knowledge. On the basis of the odds ratio of the statements related to the recommended vaccinations, it was possible to identify the opinions associated with vaccine willingness or hesitancy. DISCUSSION: Overall, student knowledge and attitudes showed a positive picture. On the other hand, it should be emphasized that the misconceptions identified among students showing vaccine hesitancy are the same as the anti-vaccination sentiments found among the general population. CONCLUSION: During university training, more emphasis should be placed on monitoring the willingness of students to be vaccinated, and on developing knowledge and communication. Orv Hetil. 2023; 164(21): 803-810.


Subject(s)
COVID-19 , Students, Medical , Humans , COVID-19/epidemiology , COVID-19/prevention & control , COVID-19 Vaccines , Cross-Sectional Studies , Pandemics , Vaccination , Attitude , Health Knowledge, Attitudes, Practice
5.
BMC Public Health ; 23(1): 1112, 2023 Jun 09.
Article in English | MEDLINE | ID: covidwho-20237824

ABSTRACT

BACKGROUND: COVID-19 mass vaccination is the only hopeful savior to curb the pandemic. Vaccine distribution to achieve herd immunity is hindered by hesitance and negative attitude of the public against COVID-19 vaccination. This study aims to evaluate the vaccine hesitancy and attitudes in major cities in Pakistan as well as their determinants. METHODS: A cross-sectional telephonic survey was conducted in June 2021 in major cities of Pakistan including Karachi, Lahore, Islamabad, Peshawar, and Gilgit, from unvaccinated urban population aged 18 years or older. Random Digit Dialing through multi-stage stratified random sampling was used to ensure representation of each target city and socio-economic classes. Questionnaire collected information on socio-demographics, COVID-19-related experiences, risk perception of infection, and receptivity of COVID-19 vaccination. Multivariate logistic regression analyses were performed to identify key determinants of vaccine hesitancy and acceptance. RESULTS: The prevalence of vaccinated population in this survey was 15%. Of the 2270 respondents, 65% respondents were willing to vaccinate, while only 19% were registered for vaccination. Factors significantly associated with vaccine willingness were older age (aOR: 6.48, 95% CI: 1.94-21.58), tertiary education (aOR: 2.02, 95% CI: 1.36, 3.01), being employed (aOR: 1.34, 95% CI: 1.01, 1.78), perceived risk of COVID-19 (aOR: 4.38, 95% CI: 2.70, 7.12), and higher compliance with standard operating procedures (aOR: 1.72, 95% CI: 1.26, 2.35). The most common vaccine hesitancy reasons were 'no need' (n = 284, 36%) and concerns with 'vaccine safety and side effects' (n = 251, 31%), while most reported vaccine motivation reasons were 'health safety' (n = 1029, 70%) and 'to end the pandemic' (n = 357, 24%). CONCLUSIONS: Although our study found 35% hesitancy rate of COVID-19 vaccine, there were noticeable demographic differences that suggest tailored communication strategy to address concerns held by most hesitant subpopulation. Use of mobile vaccination facilities particularly for less mobile and disadvantaged, and implementation and evaluation of social mobilization strategy should be considered to increase overall COVID-19 vaccination acceptance and coverage.


Subject(s)
COVID-19 Vaccines , COVID-19 , Humans , Attitude , Cities , COVID-19/epidemiology , COVID-19/prevention & control , Cross-Sectional Studies , Pakistan/epidemiology , Vaccination , Adolescent , Adult
6.
J Prev Med Hyg ; 64(1): E13-E26, 2023 Mar.
Article in English | MEDLINE | ID: covidwho-20237293

ABSTRACT

Introduction: Monkeypox is a currently re-emerging disease in the world and several cases have been detected in Lebanon. For this reason, an assessment of the knowledge and attitude of the Lebanese population towards monkeypox and smallpox or monkeypox vaccines had to be done. Methods: A cross-sectional study was conducted using a questionnaire developed from previous literature among a sample of Lebanese residents. It recorded the sociodemographic characteristics and comorbidities of the participants and analyzed the patterns of knowledge and attitudes in Lebanon. Results: Among 493 participants, it was found that there is a generally low knowledge of and an average attitude toward monkeypox. However, knowledge is better with higher educational levels, COVID-19 vaccination, and residency in the south of Lebanon and poorer with marriage and residency in Beirut. Attitude is better in females but poorer with higher educational levels. Several other effectors have been devised too. As for vaccination, taking the smallpox vaccine as a proactive measure is predicted with previous COVID-19 vaccination and better attitude but not in the residents of the north of Lebanon and married Lebanese residents. Higher educational levels and a better attitude were positive predictions of taking the monkeypox vaccine whenever it is developed. Conclusion: This study revealed low level of knowledge and attitude towards monkeypox and its vaccines, which can be a rich resource when proactive measures are developed.


Subject(s)
COVID-19 , Monkeypox , Vaccines , Female , Humans , Cross-Sectional Studies , COVID-19 Vaccines , Health Knowledge, Attitudes, Practice , COVID-19/prevention & control , Vaccination , Attitude
7.
BMC Public Health ; 23(1): 1050, 2023 06 01.
Article in English | MEDLINE | ID: covidwho-20235083

ABSTRACT

BACKGROUND: The COVID-19 pandemic has not only changed physical health and the economy, but also changed plans for the future with its impact on social status and mental health. Changes in fertility preferences in many countries are also part of this influence. We aimed to evaluate the effect of the COVID-19 pandemic on attitude toward the childbearing in women. METHODS: This cross-sectional study was conducted on married aged 20-30 Turkish women who are not yet mothers, between January and June 2022, using Google forms. The questionnaire consisted of the sociodemographic data form, The Attitude towards Fertility and Childbearing Scale, and the Fear of COVID-19 Scale. In addition, women were asked about their exposure to COVID-19 and the severity of their illness. RESULTS: Only one-third of participants said they would like to have children in the next year; 61.2% would consider them later, while 4.5% did not. Common reasons for not intending to have children were "it is early to become a mother (34%)", "economic difficulties (25.3%)", and "career plans (16%)". The fear of COVID-19 scale score, with an arithmetic mean of 16.8 ± 5.5, was found to be significantly lower in women who did not want to have children in the next year than in women who wanted to have children (p = 0.042). Except for the profession, there was no significant difference between the COVID-19 fear scores by the participants' sociodemographic characteristics. CONCLUSIONS: Among the married aged 20-30 Turkish women who are not yet mothers, the rate of those who intend to childbearing was found still low. The main reason for women who did not want to have children in the next year was that they thought it was too early to have a child. Besides low fear of COVID-19 scale scores; economic concerns and career plans, which came in second and third place in the reason list, showed that the fear of infected with SARS-CoV-2 during the pandemic did not affect the women's attitudes toward fertility.


Subject(s)
COVID-19 , Mothers , Child , Female , Humans , Cross-Sectional Studies , Pandemics , COVID-19/epidemiology , SARS-CoV-2 , Attitude
8.
J Obstet Gynaecol Can ; 45(6): 385-386, 2023 06.
Article in English | MEDLINE | ID: covidwho-20232958
9.
Sci Rep ; 13(1): 8770, 2023 05 30.
Article in English | MEDLINE | ID: covidwho-20231925

ABSTRACT

The COVID-19 pandemic forced many universities and colleges to rapidly adopt online course delivery. As with any new foray, realizing the optimal aspects of a course to change became incredibly important for course instructors. In this study, we used a particularly sensitive method, i.e. Q-methodology, to evaluate changes based on students' perceptions from fall 2020 to winter 2021. Q-methodology is commonly used to uncover shared values, opinions, and preferences. Using Q-methodology, students participating in both semesters of an undergraduate anatomy and physiology course were surveyed in fall 2020 and winter 2021. The Q-sample included 44 statements. Data from fall 2020 were treated as the baseline and changes in students' perceptions from 2020 to 2021 were assessed. In total, 31 students completed both fall 2020 and winter 2021 course evaluations. Three salient factors emerged from the fall 2020 evaluation: Overtaxed students, Solo Achievers, and In-Person Learners. At the baseline, students were concerned mostly about the delivery of the course, then the winter 2021 evaluation showed how they were adjusting to online learning. The longitudinal Q-study proved to be robust in identifying changes in perceptions. These granular findings indicate how students might differ in viewing and evaluating online courses. This methodology can be used in redesigning and restructuring different components of an online course in higher education settings.


Subject(s)
COVID-19 , Students, Medical , Humans , Pandemics , COVID-19/epidemiology , Surveys and Questionnaires , Attitude
10.
Soc Sci Med ; 328: 116004, 2023 07.
Article in English | MEDLINE | ID: covidwho-20231181

ABSTRACT

Political polarization is growing rapidly in the United States and has been linked to politicized public health issues including vaccination. Political homogeneity among one's interpersonal relationships may predict polarization levels and partisan bias. In this study, we analyzed if political network structure predicted partisan beliefs about the COVID-19 vaccine, beliefs about vaccines in general, and COVID-19 vaccine uptake. Personal networks were measured by whom the respondent discussed "important matters" with to obtain a list of individuals who are close to the respondent. The number of associates listed who share the political identity or vaccine status with the respondent was calculated as a measure of homogeneity. We find that having more Republicans and unvaccinated individuals in one's network predicted lower vaccine confidence whereas having more Democrats and vaccinated individuals in one's network predicted higher vaccine confidence. Exploratory network analyses revealed that non-kin others are especially impactful on vaccine attitudes when those network connections are also Republican and unvaccinated.


Subject(s)
COVID-19 , Vaccines , Humans , United States , COVID-19 Vaccines , COVID-19/epidemiology , COVID-19/prevention & control , Attitude , Vaccination
11.
Soc Sci Med ; 328: 116000, 2023 07.
Article in English | MEDLINE | ID: covidwho-2328156

ABSTRACT

BACKGROUND: Health education campaigns often aim to create awareness by increasing objective knowledge about pathogens, such as COVID-19. However, the present paper proposes that confidence in one's knowledge more than knowledge is a significant factor that leads to a laxer attitude toward COVID-19 and hence lower support for protective measures and reduced intention to comply with preemptive behaviors. METHODS: We tested two hypotheses in three studies conducted between 2020 and 2022. In Study 1, we assessed participants' level of knowledge and confidence, as well as attitudes toward COVID-19. In Study 2, we tested the relation between fear of COVID-19 and protective behaviors. In Study 3, we used an experimental approach to show the causal effect of overconfidence on fear of COVID-19. In addition to manipulating overconfidence and measuring fear of COVID-19, we also measured prophylactic behaviors. RESULTS: In Study 1, more overconfident participants had a laxer attitude toward COVID-19. While knowledge had an increasing effect on worry, confidence in said knowledge significantly decreased worry about COVID-19. In Study 2, participants who were more worried about COVID-19 were more likely to engage in protective behaviors (e.g., wearing masks). In Study 3, we show that when overconfidence was experimentally diminished, fear of COVID-19 increased. The results support our claim that the effect of overconfidence on attitudes toward COVID-19 is causal in nature. Moreover, the results show that people with higher fear of COVID-19 are more likely to wear masks, use hand sanitizers, avoid crowded places or social gatherings, and get vaccinated. CONCLUSIONS: Managing adherence to public health measures is critical when it comes to highly infectious diseases. Our findings suggest that efficient information campaigns to increase adherence to public health measures should focus on calibrating people's confidence in their knowledge about COVID-19 to prevent the spread of the virus.


Subject(s)
COVID-19 , Humans , COVID-19/epidemiology , COVID-19/prevention & control , SARS-CoV-2 , Attitude , Health Behavior , Anxiety , Health Knowledge, Attitudes, Practice
12.
Eval Program Plann ; 99: 102317, 2023 08.
Article in English | MEDLINE | ID: covidwho-2324915

ABSTRACT

One of the biggest challenges environmental education (EE) practitioners face is having timely and systematically-collected evaluation data to inform the design and improvement of existing programs. One potential way to provide systematic evaluations of programs and build evaluation capacity for practitioners is through a facilitated community of practice (CoP). We developed a CoP involving 37 organizations who were pivoting to online EE programs within the United States due to the COVID-19 pandemic. Our goals were to build organizational capacity in evaluation and adaptive management to improve these organizations' online EE programs. We describe our CoP design, challenges associated with its implementation, and the benefits reported by participants in the CoP. Participants reported that they improved their evaluation skills and attitudes towards evaluation and developed social capital with a new network of colleagues. They also reported positive changes in practice, both individually and organizationally; considered new outcomes for their programs; and learned about using evaluation data to systematically improve programs. Educators shared their learning both within and outside of their organizations. Those who were more regularly involved in this community reported more positive benefits than others who were less involved. We share our reflections on the process and make suggestions for other evaluators to consider in similar CoP designs.


Subject(s)
COVID-19 , Pandemics , Humans , United States , Pandemics/prevention & control , Program Evaluation , Clinical Competence , Attitude
13.
BMC Public Health ; 23(1): 883, 2023 05 12.
Article in English | MEDLINE | ID: covidwho-2324175

ABSTRACT

BACKGROUND: Although vaccination is one of the critical interventions to address global health issues, inadequate vaccination rates has become an international challenge. Vaccine hesitancy is the key to affecting inadequate vaccination rates. According to the WHO SAGE working group's definition, vaccine hesitancy refers to delaying or refusing vaccination and has been ranked as one of the top 10 health threats. There has yet to be a scale that evaluates vaccination attitudes among Chinese adults. However, an attitude quantity, the adult vaccination attitude scale, has been developed to assess adult vaccination attitudes and reasons for vaccine hesitancy. OBJECTIVE: The Adult Attitudes to Vaccination Scale (ATAVAC) was initially developed by Professor Zoi Tsimtsiou et al. This study aimed to analyze the structure of the Chinese version of the ATAVAC and explore the relationship between adult vaccination attitudes, e-health literacy, and medical distrust. METHODS: After obtaining author permission for the initial scales, the study was translated using the Brislin back-translation method. 693 adults were enrolled to the study. To validate this hypothesis, participants finished the socio-demographic questionnaire, the Chinese version of the ATAVAC, the electronic Health Literacy Scale (e-HEALS) and the Medical Mistrust Index (MMI). The exploratory factor analysis (EFA) and confirmatory factor analysis (CFA) were used to examine the underlying structure of the factors of the Chinese version of the Adult Vaccination Attitude Scale and to measure its reliability and validity. RESULTS: The Cronbach's alpha coefficient for the Chinese version of the ATAVAC was 0.885, with Cronbach's alpha coefficients ranging from 0.850 to 0.958 for each dimension. The content validity index was 0.90, and the retest reliability was 0.943. The exploratory factor analysis (EFA) supported the 3-factor structure of the translation instrument, and the scale had good discriminant validity. The confirmatory factor analysis (CFA) revealed a degree of freedom of 1.219, a model fit index (GFI) of 0.979, a normative fit index (NFI) of 0.991, a Tucker-Lewis index (TLI) of 0.998, a comparability index (CFI) of 0.998 and a root mean square error of approximation (RMSEA) of 0.026. CONCLUSION: The results show that the Chinese version of the ATAVAC has demonstrated good reliability and validity. Hence, it can be used as an effective tool to assess vaccination attitudes among Chinese adults.


Subject(s)
Attitude , Trust , Humans , Adult , Reproducibility of Results , Psychometrics/methods , Translating , Surveys and Questionnaires
14.
Bundesgesundheitsblatt Gesundheitsforschung Gesundheitsschutz ; 66(6): 689-699, 2023 Jun.
Article in German | MEDLINE | ID: covidwho-2322843

ABSTRACT

BACKGROUND: At the beginning of the COVID­19 pandemic in Germany, there was great uncertainty among the population and among those responsible for crisis communication. A substantial part of the communication from experts and the responsible authorities took place on social media, especially on Twitter. The positive, negative, and neutral sentiments (emotions) conveyed there during crisis communication have not yet been comparatively studied for Germany. STUDY AIM: Sentiments in Twitter messages from various (health) authorities and independent experts on COVID­19 will be evaluated for the first pandemic year (1 January 2020 to 15 January 2021) to provide a knowledge base for improving future crisis communication. MATERIAL AND METHODS: From n = 39 Twitter actors (21 authorities and 18 experts), n = 8251 tweets were included in the analysis. The sentiment analysis was done using the so-called lexicon approach, a method within the social media analytics framework to detect sentiments. Descriptive statistics were calculated to determine, among other things, the average polarity of sentiments and the frequencies of positive and negative words in the three phases of the pandemic. RESULTS AND DISCUSSION: The development of emotionality in COVID­19 tweets and the number of new infections in Germany run roughly parallel. The analysis shows that the polarity of sentiments is negative on average for both groups of actors. Experts tweet significantly more negatively about COVID­19 than authorities during the study period. Authorities communicate close to the neutrality line in the second phase, that is, neither distinctly positive nor negative.


Subject(s)
COVID-19 , Social Media , Humans , COVID-19/epidemiology , Pandemics , Sentiment Analysis , Germany , Communication , Attitude
15.
Int J Public Health ; 67: 1604811, 2022.
Article in English | MEDLINE | ID: covidwho-2325322

ABSTRACT

Objective: To assess vaccination attitude and its associated factors among people with chronic health conditions. Methods: In this cross-sectional study, participants were 423 patients with chronic medical conditions. Data were collected on socio-demographic and COVID-19-related characteristics, via Open Data Kit software. A Vaccination Attitudes Examination (VAX) Scale was adopted. The main outcome was vaccine attitude status defined as positive if a VAX sum score was above the median value; otherwise, non-positive. Data were analysed using Chi-square and multivariate logistic regression analyses, at 5% level of significance. Results: Overall proportion of patients with a positive attitude towards COVID-19 vaccination uptake was 46.6%. The most influential factor towards positive attitude was rating the government high in handling the pandemic. Other factors were education, income, COVID-19 knowledge and living room arrangement (p < 0.05). Conclusion: Less than half of people living with a chronic medical condition had a positive attitude towards the COVID-19 vaccine. The attitudes are strongly mediated by confidence in the government. The government could promote a positive vaccine attitude by improving the clarity of health instructions that shows government transparency and effective communication. These are critical tools for maintaining public trust and confidence.


Subject(s)
COVID-19 , Vaccines , Humans , COVID-19 Vaccines/therapeutic use , Nigeria , Cross-Sectional Studies , COVID-19/epidemiology , COVID-19/prevention & control , Health Knowledge, Attitudes, Practice , Vaccination , Attitude
16.
Stud Health Technol Inform ; 302: 783-787, 2023 May 18.
Article in English | MEDLINE | ID: covidwho-2327216

ABSTRACT

BACKGROUND: Social media is an important medium for studying public attitudes toward COVID-19 vaccine mandates in Canada, and Reddit network communities are a good source for this. METHODS: This study applied a "nested analysis" framework. We collected 20378 Reddit comments via the Pushshift API and developed a BERT-based binary classification model to screen for relevance to COVID-19 vaccine mandates. We then used a Guided Latent Dirichlet Allocation (LDA) model on relevant comments to extract key topics and assign each comment to its most relevant topic. RESULTS: There were 3179 (15.6%) relevant and 17199 (84.4%) irrelevant comments. Our BERT-based model achieved 91% accuracy trained with 300 Reddit comments after 60 epochs. The Guided LDA model had an optimal coherence score of 0.471 with four topics: travel, government, certification, and institutions. Human evaluation of the Guided LDA model showed an 83% accuracy in assigning samples to their topic groups. CONCLUSION: We develop a screening tool for filtering and analyzing Reddit comments on COVID-19 vaccine mandates through topic modelling. Future research could develop more effective seed word-choosing and evaluation methods to reduce the need for human judgment.


Subject(s)
COVID-19 , Social Media , Humans , COVID-19 Vaccines , COVID-19/prevention & control , Canada , Certification , Attitude
17.
Trials ; 22(1): 880, 2021 Dec 04.
Article in English | MEDLINE | ID: covidwho-2313116

ABSTRACT

BACKGROUND: Without inclusion of diverse research participants, it is challenging to understand how study findings will translate into the real world. Despite this, a lack of inclusion of those from under-served groups in research is a prevailing problem due to multi-faceted barriers acting at multiple levels. Therefore, we rapidly reviewed international published literature, in relation to clinical trials, on barriers relating to inclusion, and evidence of approaches that are effective in overcoming these. METHODS: A rapid literature review was conducted searching PubMed for peer-reviewed articles that discussed barriers to inclusion or strategies to improve inclusion in clinical trial research published between 2010 and 2021. Grey literature articles were excluded. RESULTS: Seventy-two eligible articles were included. The main barriers identified were language and communication, lack of trust, access to trials, eligibility criteria, attitudes and beliefs, lack of knowledge around clinical trials, and logistical and practical issues. In relation to evidence-based strategies and enablers, two key themes arose: [1] a multi-faceted approach is essential [2]; no single strategy was universally effective either within or between trials. The key evidence-based strategies identified were cultural competency training, community partnerships, personalised approach, multilingual materials and staff, communication-specific strategies, increasing understanding and trust, and tackling logistical barriers. CONCLUSIONS: Many of the barriers relating to inclusion are the same as those that impact trial design and healthcare delivery generally. However, the presentation of these barriers among different under-served groups may be unique to each population's particular circumstances, background, and needs. Based on the literature, we make 15 recommendations that, if implemented, may help improve inclusion within clinical trials and clinical research more generally. The three main recommendations include improving cultural competency and sensitivity of all clinical trial staff through training and ongoing personal development, the need to establish a diverse community advisory panel for ongoing input into the research process, and increasing recruitment of staff from under-served groups. Implementation of these recommendations may help improve representation of under-served groups in clinical trials which would improve the external validity of associated findings.


Subject(s)
Communication , Cultural Competency , Attitude , Humans
18.
Sensors (Basel) ; 23(9)2023 Apr 27.
Article in English | MEDLINE | ID: covidwho-2312841

ABSTRACT

Self-report measures partially explain consumers' purchasing choices, which are inextricably linked to cognitive, affective processes and implicit drives. These aspects, which occur outside of awareness and tacitly affect the way consumers make decisions, could be explored by exploiting neuroscientific technology. The study investigates implicit behavioural and neurovascular responses to emotionally arousing and high-engagement advertisements (COVID-19 content). High-engagement advertisements and control stimuli were shown in two experimental sessions that were counterbalanced across participants. During each session, hemodynamic variations were recorded with functional Near-Infrared Spectroscopy (fNIRS) of the prefrontal cortex (PFC), a neurophysiological marker for emotional processing. The implicit association task (IAT) was administered to investigate the implicit attitude. An increase in the concentration of oxygenated haemoglobin (O2Hb) was found for the high-engagement advertising when this category of stimuli was seen first. Specular results were found for deoxygenated haemoglobin (HHb) data. The IAT reported higher values for highly engaging stimuli. Increased activity within the PFC suggests that highly engaging content may be effective in generating emotional arousal and increasing attention when presented before other stimuli, which is consistent with the higher IAT scores, indicating more favourable implicit attitudes. This evidence suggests that the effectiveness of highly engaging advertising-related messages may be constrained by the order of advertisement administration.


Subject(s)
Advertising , COVID-19 , Humans , Attitude , Emotions/physiology , Hemoglobins
19.
Sci Data ; 10(1): 272, 2023 05 11.
Article in English | MEDLINE | ID: covidwho-2312761

ABSTRACT

The COVID-19 pandemic has affected all domains of human life, including the economic and social fabric of societies. One of the central strategies for managing public health throughout the pandemic has been through persuasive messaging and collective behaviour change. To help scholars better understand the social and moral psychology behind public health behaviour, we present a dataset comprising of 51,404 individuals from 69 countries. This dataset was collected for the International Collaboration on Social & Moral Psychology of COVID-19 project (ICSMP COVID-19). This social science survey invited participants around the world to complete a series of moral and psychological measures and public health attitudes about COVID-19 during an early phase of the COVID-19 pandemic (between April and June 2020). The survey included seven broad categories of questions: COVID-19 beliefs and compliance behaviours; identity and social attitudes; ideology; health and well-being; moral beliefs and motivation; personality traits; and demographic variables. We report both raw and cleaned data, along with all survey materials, data visualisations, and psychometric evaluations of key variables.


Subject(s)
COVID-19 , Humans , Attitude , COVID-19/psychology , Morals , Pandemics , Surveys and Questionnaires , Social Change , Socioeconomic Factors
20.
Eur J Public Health ; 33(3): 490-495, 2023 06 01.
Article in English | MEDLINE | ID: covidwho-2319942

ABSTRACT

BACKGROUND: Women have been significantly more likely than men to express hesitancy toward COVID-19 vaccination and, to a lesser extent, to refuse vaccination altogether. This gender gap is puzzling because women have been more likely to perceive higher risks from COVID-19, to approve more restrictive measures to fight the pandemic and to be more compliant with such measures. METHODS: This article studies the gender gap in COVID-19 vaccination attitudes using two nationally representative surveys of public opinion fielded in February 2021 and May 2021 in 27 European countries. The data are analyzed using generalized additive models and multivariate logistic regression. RESULTS: The data analyses show that hypotheses about (i) pregnancy, fertility and breastfeeding concerns, (ii) higher trust in Internet and social networks as sources of medical information, (iii) lower trust in health authorities and (iv) lower perceived risks of getting infected with COVID-19 cannot account for the gender gap in vaccine hesitancy. One explanation that receives support from the data is that women are more likely to believe that COVID-19 vaccines are unsafe and ineffective and this leads them to perceive the net benefits of vaccination as lower than the associated risks. CONCLUSIONS: The gender gap in COVID-19 vaccine hesitancy results to a large extent from women perceiving higher risks than benefits of the vaccines. While accounting for this and other factors decreases the gap in vaccine hesitancy, it does not eliminate it completely, which suggests further research is needed.


Subject(s)
COVID-19 Vaccines , COVID-19 , Male , Pregnancy , Female , Humans , COVID-19 Vaccines/therapeutic use , Sex Factors , COVID-19/epidemiology , COVID-19/prevention & control , Vaccination , Attitude
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