-
PloS One 2024The propensity to accept vaccines and factors that affect vaccine acceptance and hesitancy will determine the overall success of the COVID-19 vaccination program....
The propensity to accept vaccines and factors that affect vaccine acceptance and hesitancy will determine the overall success of the COVID-19 vaccination program. Therefore, countries need to understand the factors that influence vaccine acceptance and hesitancy to prevent further future shocks, and it is necessary to have a thorough understanding of these factors. As a result, this study aims to review selected published works in the study's domain and conduct valuable analysis to determine the most influential factors in COVID-19 vaccine acceptance and hesitancy in Ghana. The review also explored the acceptance rate of COVID-19 vaccines in Ghana. We selected published works from 2021 to April 2023 and extracted, analyzed, and summarized the findings based on the key factors that influence COVID-19 vaccine acceptance and hesitancy in Ghana, the acceptance rate in Ghana, the demographic factors that are often examined, and the study approach used to examine these factors. The study found that positive vaccination perception, safety, belief in vaccine efficacy, knowledge of COVID-19, and a good vaccine attitude influence COVID-19 vaccine acceptance in Ghana. The negative side effects of the vaccines, mistrust in the vaccine, lack of confidence in the vaccine's safety, fear, and spiritual and religious beliefs all played significant roles in influencing COVID-19 vaccine hesitancy. For this study, the COVID-19 acceptance rates observed in the reviewed articles ranged from 17.5% to 82.6%. The demographic parameters frequently included in these studies that have a significant impact include educational attainment, gender, religious affiliation, age, and marital status. The positive perceptions of the COVID-19 vaccine and concerns about its negative effects influenced Ghanaians' acceptance and hesitancy.
Topics: Humans; Ghana; COVID-19 Vaccines; COVID-19; Vaccination Hesitancy; Patient Acceptance of Health Care; Vaccination; SARS-CoV-2; Health Knowledge, Attitudes, Practice
PubMed: 38917063
DOI: 10.1371/journal.pone.0305993 -
BMC Medical Informatics and Decision... Jun 2024Many state-of-the-art results in natural language processing (NLP) rely on large pre-trained language models (PLMs). These models consist of large amounts of parameters...
Many state-of-the-art results in natural language processing (NLP) rely on large pre-trained language models (PLMs). These models consist of large amounts of parameters that are tuned using vast amounts of training data. These factors cause the models to memorize parts of their training data, making them vulnerable to various privacy attacks. This is cause for concern, especially when these models are applied in the clinical domain, where data are very sensitive. Training data pseudonymization is a privacy-preserving technique that aims to mitigate these problems. This technique automatically identifies and replaces sensitive entities with realistic but non-sensitive surrogates. Pseudonymization has yielded promising results in previous studies. However, no previous study has applied pseudonymization to both the pre-training data of PLMs and the fine-tuning data used to solve clinical NLP tasks. This study evaluates the effects on the predictive performance of end-to-end pseudonymization of Swedish clinical BERT models fine-tuned for five clinical NLP tasks. A large number of statistical tests are performed, revealing minimal harm to performance when using pseudonymized fine-tuning data. The results also find no deterioration from end-to-end pseudonymization of pre-training and fine-tuning data. These results demonstrate that pseudonymizing training data to reduce privacy risks can be done without harming data utility for training PLMs.
Topics: Natural Language Processing; Humans; Privacy; Sweden; Anonyms and Pseudonyms; Computer Security; Confidentiality; Electronic Health Records
PubMed: 38915012
DOI: 10.1186/s12911-024-02546-8 -
PloS One 2024Public health guidance recommended that children who are 6 months or older be vaccinated against COVID-19 in June of 2022. In the U.S., 56% of children under 17 had not...
BACKGROUND
Public health guidance recommended that children who are 6 months or older be vaccinated against COVID-19 in June of 2022. In the U.S., 56% of children under 17 had not received the COVID-19 vaccination in 2023. We examine parents' willingness to vaccinate their children against COVID-19 using the theory of planned behavior in order to design effective strategies to promote vaccine uptake.
METHODS
The Philadelphia Community Engagement Alliance is part of an NIH community-engaged consortium focused on addressing COVID-19 disparities across the U.S. We surveyed 1,008 Philadelphia parents (mean age 36.86, SD 6.55; 42.3% racial/ethnic minorities) between September 2021 and February 2022, a period when guidance for child vaccination was anticipated. Structural Equation Modeling analysis examined associations between parental willingness and vaccine-related attitudes, norms, and perceived control. Covariates included parents' COVID-19 vaccination status, race/ethnicity, gender, and survey completion post-CDC pediatric COVID-19 vaccination guidelines. Subgroup analyses by race/ethnicity and gender were conducted.
RESULTS
Our model demonstrated good fit (χ2 = 907.37, df = 419, p<0.001; comparative fit index [CFI] = 0.951; non-normed fit index [NNFI] = 0.946; root mean square error of approximation [RMSEA] = 0.034 with 95% CI = 0.030-0.038). Attitudes ([Formula: see text] = 0.447, p<0.001) and subjective norms ([Formula: see text] = 0.309, p = 0.002) were predictors of intention. Racial/ethnic minority parents exhibited weaker vaccination intentions ([Formula: see text] = -0.053, p = 0.028) than non-Hispanic White parents.
CONCLUSIONS
Parents' attitudes and norms influence their vaccination intentions. Despite the survey predating widespread child vaccine availability, findings are pertinent given the need to increase and sustain pediatric vaccinations against COVID-19. Interventions promoting positive vaccine attitudes and prosocial norms are warranted. Tailored interventions and diverse communication strategies for parental subgroups may be useful to ensure comprehensive and effective vaccination initiatives.
Topics: Humans; Parents; Female; Male; COVID-19; COVID-19 Vaccines; Adult; Vaccination; Child; SARS-CoV-2; Surveys and Questionnaires; Vaccination Hesitancy; Philadelphia; Health Knowledge, Attitudes, Practice; Child, Preschool; Middle Aged; Adolescent
PubMed: 38913679
DOI: 10.1371/journal.pone.0305877 -
BMJ Open Jun 2024What are the Canadian public's understanding of and views toward medical assistance in dying (MAID) in persons refusing recommended treatment or lacking access to...
OBJECTIVES
What are the Canadian public's understanding of and views toward medical assistance in dying (MAID) in persons refusing recommended treatment or lacking access to standard treatment or resources?
DESIGN/SETTING
An online survey assessed knowledge of and support for Canadian MAID law, and views about four specific scenarios in a two (medical or psychiatric) by two (treatment refusal or lack of access) design.
PARTICIPANTS
A quota sample (N=2140) matched to the 2021 Canadian census by age, gender, income, education and province.
MAIN OUTCOMES
Participants' level of support for MAID in general and in the four specific scenarios.
RESULTS
Only 12.1% correctly answered ≥4 of 5 knowledge questions about the MAID law; only 19.2% knew terminal illness is not required and 20.2% knew treatment refusal is compatible with eligibility. 73.3% of participants expressed support for the MAID law in general, matching a nationally representative poll that used the same question. 40.4% of respondents supported MAID for mental illnesses. Support for MAID in the scenarios depicting refusal or lack of access to treatment ranged from 23.2% (lack of access in medical condition) to 32.0% (treatment refusal in medical illness). Older age, more education, higher income, lower religious attendance or being white was associated with greater support for MAID in general but was either negatively associated or not associated with support for MAID in the four refusal or lack of access scenarios.
CONCLUSIONS
Most Canadians support the current MAID law but appear unaware that MAID cases they do not support are compatible with that law. The lower support for MAID in the four scenarios cuts across sociodemographics. The gap between current policy and public opinion warrants further study. For jurisdictions debating MAID, opinion surveys may need to go beyond assessing general attitudes, and target knowledge and views regarding implications of legalisation.
Topics: Humans; Canada; Male; Female; Middle Aged; Adult; Suicide, Assisted; Aged; Surveys and Questionnaires; Public Opinion; Young Adult; Adolescent; Treatment Refusal; Health Knowledge, Attitudes, Practice; Health Services Accessibility
PubMed: 38910003
DOI: 10.1136/bmjopen-2024-087736 -
BMC Women's Health Jun 2024Pregnancy; It is an important process that directly affects the mother and the fetus, where women benefit more from health services and the need for health-related...
BACKGROUND
Pregnancy; It is an important process that directly affects the mother and the fetus, where women benefit more from health services and the need for health-related decision-making and information increases. It is very important to determine and improve the health literacy level of these women. The study determined the relationship between vaccine hesitancy and health literacy in pregnant women.
METHODS
It is a cross-sectional type of research. The research was carried out in a state hospital. The online form was sent to 230 pregnant women. Ethics committee, institution and scale permissions were obtained for the study. The data of the study were collected online by using the questionnaire prepared by scanning the literature, the Anti-Vaccination Scale and the Health Literacy Scale. Statistical analyzes of the data were performed using the SPSS version 25 program.
RESULTS
The Vaccine Hesitancy Scale score of the pregnant women was 55.53 ± 10.15, whereas their Health Literacy Scale score was 98.57 ± 21.48. Health literacy was associated with the sociodemographic and obstetric characteristics of the pregnant women. Educational status, economic status, place of residence, and family structure were associated with vaccine hesitancy.
CONCLUSIONS
It was determined that there was a negative correlation between the anti-vaccination scale scores of the pregnant women and the health literacy scale scores. As a result, it was determined that the anti-vaccination level of the pregnant women was moderate and the health literacy level was sufficient. It can be recommended to provide appropriate trainings and counseling to target groups, which will increase the health literacy level of pregnant women.
Topics: Humans; Female; Cross-Sectional Studies; Health Literacy; Pregnancy; Adult; Pregnant Women; Surveys and Questionnaires; Vaccination Hesitancy; Health Knowledge, Attitudes, Practice; Young Adult; Vaccination; Patient Acceptance of Health Care
PubMed: 38907226
DOI: 10.1186/s12905-024-03148-2 -
Scientific Reports Jun 2024Health risks due to preventable infections such as human papillomavirus (HPV) are exacerbated by persistent vaccine hesitancy. Due to limited sample sizes and the time...
Health risks due to preventable infections such as human papillomavirus (HPV) are exacerbated by persistent vaccine hesitancy. Due to limited sample sizes and the time needed to roll out, traditional methodologies like surveys and interviews offer restricted insights into quickly evolving vaccine concerns. Social media platforms can serve as fertile ground for monitoring vaccine-related conversations and detecting emerging concerns in a scalable and dynamic manner. Using state-of-the-art large language models, we propose a minimally supervised end-to-end approach to identify concerns against HPV vaccination from social media posts. We detect and characterize the concerns against HPV vaccination pre- and post-2020 to understand the evolution of HPV vaccine discourse. Upon analyzing 653 k HPV-related post-2020 tweets, adverse effects, personal anecdotes, and vaccine mandates emerged as the dominant themes. Compared to pre-2020, there is a shift towards personal anecdotes of vaccine injury with a growing call for parental consent and transparency. The proposed approach provides an end-to-end system, i.e. given a collection of tweets, a list of prevalent concerns is returned, providing critical insights for crafting targeted interventions, debunking messages, and informing public health campaigns.
Topics: Humans; Social Media; Papillomavirus Vaccines; Papillomavirus Infections; Vaccination; Female; Vaccination Hesitancy
PubMed: 38906941
DOI: 10.1038/s41598-024-64703-3 -
JMIR MHealth and UHealth Jun 2024Hospital apps are increasingly being adopted in many countries, especially since the start of the COVID-19 pandemic. Web-based hospitals can provide valuable medical...
BACKGROUND
Hospital apps are increasingly being adopted in many countries, especially since the start of the COVID-19 pandemic. Web-based hospitals can provide valuable medical services and enhanced accessibility. However, increasing concerns about personal information (PI) and strict legal compliance requirements necessitate privacy assessments for these platforms. Guided by the theory of contextual integrity, this study investigates the regulatory compliance of privacy policies for internet hospital apps in the mainland of China.
OBJECTIVE
In this paper, we aim to evaluate the regulatory compliance of privacy policies of internet hospital apps in the mainland of China and offer recommendations for improvement.
METHODS
We obtained 59 internet hospital apps on November 7, 2023, and reviewed 52 privacy policies available between November 8 and 23, 2023. We developed a 3-level indicator scale based on the information processing activities, as stipulated in relevant regulations. The scale comprised 7 level-1 indicators, 26 level-2 indicators, and 70 level-3 indicators.
RESULTS
The mean compliance score of the 52 assessed apps was 73/100 (SD 22.4%), revealing a varied spectrum of compliance. Sensitive PI protection compliance (mean 73.9%, SD 24.2%) lagged behind general PI protection (mean 90.4%, SD 14.7%), with only 12 apps requiring separate consent for processing sensitive PI (mean 73.9%, SD 24.2%). Although most apps (n=41, 79%) committed to supervising subcontractors, only a quarter (n=13, 25%) required users' explicit consent for subcontracting activities. Concerning PI storage security (mean 71.2%, SD 29.3%) and incident management (mean 71.8%, SD 36.6%), half of the assessed apps (n=27, 52%) committed to bear corresponding legal responsibility, whereas fewer than half (n=24, 46%) specified the security level obtained. Most privacy policies stated the PI retention period (n=40, 77%) and instances of PI deletion or anonymization (n=41, 79%), but fewer (n=20, 38.5%) committed to prompt third-party PI deletion. Most apps delineated various individual rights, but only a fraction addressed the rights to obtain copies (n=22, 42%) or to refuse advertisement based on automated decision-making (n=13, 25%). Significant deficiencies remained in regular compliance audits (mean 11.5%, SD 37.8%), impact assessments (mean 13.5%, SD 15.2%), and PI officer disclosure (mean 48.1%, SD 49.3%).
CONCLUSIONS
Our analysis revealed both strengths and significant shortcomings in the compliance of internet hospital apps' privacy policies with relevant regulations. As China continues to implement internet hospital apps, it should ensure the informed consent of users for PI processing activities, enhance compliance levels of relevant privacy policies, and fortify PI protection enforcement across the information processing stages.
Topics: China; Humans; Mobile Applications; Computer Security; COVID-19; Confidentiality; Internet; Pandemics
PubMed: 38904994
DOI: 10.2196/55061 -
Frontiers in Public Health 2024To identify determinants influencing Canadian parents' decision not to vaccinate their children aged 6 months to 17 years against seasonal influenza.
BACKGROUND
To identify determinants influencing Canadian parents' decision not to vaccinate their children aged 6 months to 17 years against seasonal influenza.
METHODS
Data from the 2022 Childhood COVID-19 Immunization Coverage Survey, a national survey of approximately 10,500 Canadian parents/guardians and their children, was analyzed. The survey examined influenza vaccine coverage, parental perspectives on vaccines, reasons for hesitancy, and factors influencing immunization. Socio-demographic characteristics, including ethnicity, household income, working sector, educational attainment, and prevalence of chronic medical conditions among children were considered. Historical vaccine uptake and the impact of the COVID-19 pandemic on immunization decisions were also reviewed. Key determinants of non-vaccination in the 2021-2022 influenza season were analyzed using multivariable logistic regression, with a statistical significance level set at -value <0·05.
RESULTS
70% of children aged 6 months to 17 years did not receive the seasonal influenza vaccine. Key predictors for non-vaccination included: residing in rural settings (aOR 1·35, 95% CI 1·13-1·60), parental education attainment of less than high school (aOR 2·48, 95% CI 1·24-4·97), and the absence of chronic medical conditions in children (aOR 1.60, 95% CI 1.34-1.91)· Other strong predictors included lower household income; deterrence due to the COVID-19 pandemic; and parental hesitancy stemming from concerns about the vaccine's safety, effectiveness, and by beliefs that their child was not at risk of contracting the influenza or severe consequences from the infection.
CONCLUSION
This research underscores pivotal determinants of parental decisions not to vaccinate their children against seasonal influenza and sheds light on the impact of the COVID-19 pandemic. The results highlight the importance of addressing safety concerns and providing clear information to alleviate hesitancy.
Topics: Humans; Canada; Child; Adolescent; Influenza, Human; Child, Preschool; Infant; Influenza Vaccines; Male; Female; COVID-19; Parents; Surveys and Questionnaires; Vaccination; Vaccination Hesitancy; Socioeconomic Factors
PubMed: 38903582
DOI: 10.3389/fpubh.2024.1400782 -
BMC Medical Education Jun 2024Most Japanese medical schools likely continue to rely on peer physical examination (PPE) as a tool to for teaching physical examination skills to students. However, the...
BACKGROUND
Most Japanese medical schools likely continue to rely on peer physical examination (PPE) as a tool to for teaching physical examination skills to students. However, the attitudes of medical students in Japan toward PPEs have not be identified. Therefore, we evaluated students' attitudes toward PPE in a Japanese medical school as a preparation for developing a PPE policy tailored to the context of Japanese culture.
METHODS
We conducted a mixed-methods study with an explanatory sequential approach, in which qualitative data were used to interpret the quantitative findings. Surveys and interviews were conducted with medical students and junior residents at a Japanese university. A total of 63 medical students and 50 junior residents responded to the questionnaire. We interviewed 16 participants to reach theoretical saturation and investigated the attitudes of medical students toward PPE and the themes emerging from the interview data, providing detailed descriptions of the quantitative findings.
RESULTS
Female participants were significantly more likely than male participants to report varying degrees of resistance to being a model patient during PPE (male: 59.7%, female: 87%, p < 0.001). Most of the participants who took on the role of patients that involved undressing were males. The participants expected improvements in issues related to the guarantee of freedom to refuse to be a model patient and measures to protect confidentiality. Approximately 22% of the participants reported that they witnessed incidental findings (including variations within the normal range) in front of other students during PPE.
CONCLUSIONS
The findings imply that medical students expect high levels of autonomy and confidentiality when volunteering as model patients during PPE. Thus, developing a PPE policy suitable for Japanese culture may be effective in establishing a student-centered PPE environment.
Topics: Humans; Students, Medical; Japan; Physical Examination; Female; Male; Peer Group; Attitude of Health Personnel; Surveys and Questionnaires; Adult; Young Adult; Education, Medical, Undergraduate
PubMed: 38902752
DOI: 10.1186/s12909-024-05635-4 -
Research in Social & Administrative... Jun 2024The term 'clinician' is not reserved for any healthcare professional group. However, there is a general acceptance that a clinician would have the knowledge, skills and...
The term 'clinician' is not reserved for any healthcare professional group. However, there is a general acceptance that a clinician would have the knowledge, skills and behaviours to enable them to clinically assess and manage a patient autonomously. The expectation, in a modern collaborative healthcare system, is that this work would be completed as a part of a planned and integrated multi-disciplinary care delivery structure, where any given clinician delivers a devolved element of that patient's care. Forthcoming changes to regulation and professional development pathways in the UK will have a profound impact on pharmacist professional identity and practice. From 2026, all new UK pharmacist registrants will have full independent prescribing rights. A paradigm shift is expected to enable the development of a Pharmacist Clinician Model, incorporating pharmaceutical care needs with wider clinical assessment, diagnostic, and clinical management responsibilities. Consideration is given to this model and its implications. Changes to regulation, policy, education, and the governance required to deliver safe and effective pharmacist clinicians are outlined. A philosophical critique on the nature of being a clinician, and the differentiation of pharmacist clinician roles compared to other healthcare professions, is given. A further examination of the projected risks and expected benefits of this transformative practice model are then explored.
PubMed: 38902135
DOI: 10.1016/j.sapharm.2024.06.006