[Literacy for Appropriate Use of Medical Big Data and Artificial Intelligence].

Recent developments have enabled daily accumulated medical information to be converted into medical big data, and new evidence is expected to be created using databases and various open data sources. Database research using medical big data was actively conducted in the coronavirus disease 2019 (COVID-19) pandemic and created evidence for a new disease. Conversely, the new term "infodemic" has emerged and has become a social problem. Multiple posts on social networking services (SNS) overly stirred up safety concerns about the COVID-19 vaccines based on the analysis results of the Vaccine Adverse Event Reporting System (VAERS). Medical experts on SNS have attempted to correct these misunderstandings. Incidents where research papers about the COVID-19 treatment using medical big data were retracted due to the lack of reliability of the database also occurred. These topics of appropriate interpretation of results using spontaneous reporting databases and ensuring the reliability of databases are not new issues that emerged during the COVID-19 pandemic but issues that were present before. Thus, literacy regarding medical big data has become increasingly important. Research related to artificial intelligence (AI) is also progressing rapidly. Using medical big data is expected to accelerate AI development. However, as medical AI does not resolve all clinical setting problems, we also need to improve our medical AI literacy.

Designing and assessing a data literacy internship program for graduate health sciences students.

This case study presents the results of a data internship and workshop series on data analysis in qualitative biomedical systematic reviews. In a newly developed librarian-led internship program, an intern was trained on data literacy concepts and data analysis tools and, in turn, helped recruit and train other graduate health sciences students. Due to COVID-19 restrictions, a flipped classroom model was applied to develop a completely virtual learning experience for both the intern and workshop attendees. Both the data intern and workshop participants reported improved confidence in data literacy competence at the end of the project. Assessment results suggest that while the workshop series improved participants' data literacy skills, participants might still benefit from additional data literacy instruction. This case also presents a model for student-led instruction that could be particularly useful for informing professional development opportunities for library interns, fellows, and student assistants.

Institutional trust, scientific literacy, and information sources: What factors determine people's attitudes toward COVID-19 vaccines of different origins in China?

Objective: This study aimed to investigate the different attitudes of Chinese residents toward COVID-19 vaccines produced in China and the United States in an emergency context, and then explored possible explanations for these different attitudes. Methods: Using data collected online in May 2021, we compared Chinese citizens' attitudes toward vaccines originating from China and the US and then adopted ordered logistic models to examine how trust in institutions, scientific literacy, and information sources influence their attitudes toward different vaccines. Results: A total of 2038 respondents completed the survey. Participants reported very different levels of trust in Chinese and American vaccines. The main finding of this paper is that individuals who trust in Chinese institutions, especially those who trust in domestic scientists, typically feel encouraged to also place their trust in domestic vaccines and to distrust those from the US. These individuals' higher evaluation of Chinese government performance makes them more willing to vaccinate with domestic vaccines and less likely to seek US vaccines. Levels of scientific literacy, furthermore, seem to have little influence on attitudes toward different vaccines. Meanwhile, respondents who acquire health information from biomedical journals are more likely to hold a positive view of US vaccines, and these individuals contribute to bridging the gap between levels of trust in Chinese and US vaccines. Conclusions: In contrast with previous findings about Chinese attitudes toward imported vaccines, our respondents are more convinced of the safety and effectiveness of domestic vaccines than of US ones. This trust gap does not arise out of actual disparity in the quality and safety of the different vaccines per se. Instead, it is a cognition concern that is closely bound up with individuals' trust in domestic institutions. People's attitudes toward vaccines of different origins in an emergency context are more influenced by socio-political beliefs than by concern with objective information and knowledge.

Disparities in Telemedicine Literacy and Access in the United States.

BACKGROUND: Because of the expansion of telehealth services through the 2020 Coronavirus Aid, Relief, and Economic Security (CARES) Act, the potential of telemedicine in plastic surgery has gained visibility. This study aims to identify populations who may have limited access to telemedicine. METHODS: The authors created a telemedicine literacy index (TLI) using a multivariate regression model and data from the US Census and Pew Research Institute survey. A multivariate regression model was created using backwards elimination, with TLI as the dependent variable and demographics as independent variables. The resulting regression coefficients were applied to data from the 2018 US Census at the county level to create a county-specific technological literacy index (cTLI). Significance was set at P < 0.05. RESULTS: On multivariable analysis, the following factors were found to be significantly associated with telemedicine literacy: age, sex, race, employment status, income level, marital status, educational attainment, and urban or rural classification. Counties in the lowest tertile had significantly lower median annual income levels ($43,613 versus $60,418; P < 0.001) and lower proportion of the population with at least a bachelor's degree (16.7% versus 26%; P < 0.001). Rural areas were approximately three times more likely to be in the lowest cTLI compared with urban areas ( P < 0.001). Additional associations with low cTLI were Black race ( P = 0.045), widowed marital status ( P < 0.001), less than high school education ( P = 0.005), and presence of a disability ( P = 0.01). CONCLUSIONS: These results highlight disadvantaged groups at risk of being underserved with telehealth. Using these findings, key stakeholders may be able to target these communities for interventions to increase telemedicine literacy and access.

Enhancing children's awareness of sexual abuse in Pakistan with video literacy interventional cartoons.

In presence of violent extremism, children in Pakistan are at high risk for child sexual abuse (CSA), especially after the COVID-19 pandemic. Effective approaches for preventing CSA include enhancing resilience resources in violence-affected societies. Previous research suggests that video-based curricula effectively enhances learning in primary schoolchildren. We pilot tested a video literacy program to build awareness in children, creating a 'personal safety and space bubble' as an educational approach for prevention of sexual abuse with an experimental 6 weeks long pre- and post-test design. We conducted qualitative interviews with students, teachers, and parents and identified themes using frequency analyses. Results showed a 96.7% increase in awareness about 'personal safety and space bubble'. The pilot study is valuable for public health researchers and policy makers seeking to curtail sexual abuse in extreme violence affected Pakistan. Primary schools can use such interventional cartoons to enhance awareness about child sexual abuse.

Social media literacy among nursing students during the COVID-19 pandemic - does year of study matter? A nationwide cross-sectional study.

INTRODUCTION AND OBJECTIVE: Research to date indicates that student competencies in various dimensions of social media use vary depending on, for example, the field of study or stage of education. The aim of the study was assessment of social media literacy in a group of undergraduate nursing students, based on the year of study. MATERIAL AND METHODS: Respondents: 679 nursing students from 11 Polish medical universities who began or continued their education during the COVID-19 pandemic. First-year students (N = 397, 58.73%) and women (N = 589, 87.13%) constituted the largest group. The Perceived Social Media Literacy Scale was used. Statistical analysis used the Kruskal-Wallis one-way analysis-of-variance-by-ranks to analyse differences in PSML scores, and Dunn's test to analyse differences in PSML scores between individual years of study (α= 0.05). RESULTS: The level of social media literacy between students differed significantly (p < 0.001). Students rated their technical competency the highest (H = 29.722, p < 0.001), social relationships (H = 20.946, p < 0.001) and informational awareness (H = 21.054, p < 0.001) the lowest. The lowest scores in the self-assessment of social media literacy were noted among first-year students (M = 55.85, Max = 70.0; p < 0.001), and the highest among second-year students (M = 60.99, Max = 70.0; p < 0.001). CONCLUSIONS: Nursing students rated their competency lowest in the sphere related to verifying the content of messages appearing on social media, which may have a significant impact on their professional competencies. Differences in the level of social media literacy among students of different years of study should be taken into account when designing training in this field.

Low depression literacy exacerbates the development and progression of depressive mood in Chinese adult social media users during COVID-19: A 3-month observational online questionnaire-based study with multiple cross-sectional analyses.

Background: The main purpose of this study was to explore the relationship between depression literacy (D-Lit) and the development and progression of depressive mood. Methods: This longitudinal study with multiple cross-sectional analyses used data from a nationwide online questionnaire administered via the Wen Juan Xing survey platform. Eligible participants were 18 years or older and had subjectively experienced mild depressive moods at the time of their initial enrollment in the study. The follow-up time was 3 months. Spearman's rank correlation test was used to analyze the predictive role of D-Lit on the later development of depressive mood. Results: We included 488 individuals with mild depressive moods. No statistically significant correlation between D-Lit and Zung Self-rating Depression Scale (SDS) at baseline was observed (adjusted rho = 0.001, p = 0.974). However, after 1 month (adjusted rho = -0.449, p < 0.001) and after 3 months (adjusted rho = -0.759, p < 0.001), D-Lit was significantly and negatively correlated with SDS. Limitations: The targeted subjects were limited to the Chinese adult social media users; meanwhile, China's current management policies for COVID-19 differ from most of the other countries, limiting the generalizability of this study. Conclusion: Despite the limitations, our study provided novel evidence supporting that low depression literacy may be associated with exacerbated development and progression of depressive mood, which, if not appropriately and promptly controlled, may ultimately lead to depression. In the future, we encourage further research to explore the practical and efficient ways to enhance public depression literacy.

Do Socioeconomic Disparities Matter? Unraveling the Impacts of Online Vaccine Misinformation on Vaccination Intention During the COVID-19 Pandemic in China.

Concerns have been raised about whether and how groups at high risk of COVID-19 are more likely affected by online vaccine misinformation during the pandemic. This study examined the associations between exposure to online vaccine misinformation and vaccination intention through vaccination perceptions and investigated the moderating role of individuals' socioeconomic status. eHealth literacy was also investigated as a protective factor that mediated the effect of socioeconomic status. A survey of 1,700 Chinese netizens revealed that increased exposure to online COVID-19 vaccine misinformation predicted lower vaccination intention, which was mediated by negative attitudes, lowered subjective norms, lowered perceived benefits, and higher perceived barriers toward vaccination. Socio-economic status (i.e. education, income, and residence), in general, did not guarantee individuals against the negative impacts of vaccine misinformation. eHealth literacy is critical in reducing susceptibility to vaccine misinformation during the COVID-19 pandemic.

COVID-19 vaccine literacy: A scoping review.

To address vaccine hesitancy, specific self-rated tools have been developed to assess vaccine literacy (VL) related to COVID-19, including additional variables, such as beliefs, behavior, and willingness to be vaccinated. To explore the recent literature a search was performed selecting articles published between January 2020 and October 2022: 26 papers were identified using these tools in the context of COVID-19. Descriptive analysis showed that the levels of VL observed in the studies were generally in agreement, with functional VL score often lower than the interactive-critical dimension, as if the latter was stimulated by the COVID-19-related infodemic. Factors associated with VL included vaccination status, age, educational level, and, possibly, gender. Effective communication based on VL when promoting vaccination is critical to sustaining immunization against COVID-19 and other communicable diseases. The VL scales developed to date have shown good consistency. However, further research is needed to improve these tools and develop new ones.

Building Digital Literacy in Older Adults of Low Socioeconomic Status in Singapore (Project Wire Up): Nonrandomized Controlled Trial.

BACKGROUND: In a rapidly digitalizing world, the inability of older adults to leverage digital technology has been associated with weaker social connections and poorer health outcomes. Despite the widespread digital adoption in Singapore, older adults, especially those of lower socioeconomic status (SES), still face difficulties in adopting information and communications technology and are typically digitally excluded. OBJECTIVE: We aimed to examine the impact of the volunteer-led, one-on-one, and home-based digital literacy program on digital literacy and health-related outcomes such as self-reported loneliness, social connectedness, quality of life, and well-being for older adults of low SES. METHODS: A nonrandomized controlled study was carried out in Singapore between July 2020 and November 2021 involving 138 digitally excluded community-dwelling older adults aged ≥55 years and of lower SES. Older adults awaiting participation in the program served as controls. Older adults under the intervention were equipped with a smartphone and cellular data, underwent fortnightly to monthly digital literacy training with volunteers to learn digital skills, and digitally connected to their existing social networks. Primary outcome was the improvement in self-reported digital literacy. Secondary outcomes included improvements in University of California, Los Angeles 3-item loneliness scale, Lubben Social Network Scale-6, EQ-5D-3L and EQ visual analogue scale scores, and Personal Wellbeing Score. RESULTS: There were significant improvements in digital literacy scores in the intervention group as compared to controls (mean difference 2.28, 95% CI 1.37-3.20; P<.001). Through multiple linear regression analyses, this difference in digital literacy scores remained independently associated with group membership after adjusting for differences in baseline scores, age, gender, education, living arrangement, housing type, and baseline social connectivity and loneliness status. There was no statistically significant difference in University of California, Los Angeles 3-item loneliness scale, Lubben Social Network Scale-6, Personal Wellbeing Score, or EQ-5D Utility and visual analogue scale score. CONCLUSIONS: This study adds to the growing research on digital inclusion by showing that a volunteer-led, one-on-one, and home-based digital literacy program contributed to increase digital literacy in older adults of low SES. Future studies should look into developing more older adult-friendly digital spaces and technology design to encourage continued digital adoption in older adults and, eventually, impact health-related outcomes.

COVID-19 News Exposure and Vaccinations: A Moderated Mediation of Digital News Literacy Behavior and Vaccine Misperceptions.

Being exposed to and believing in misinformation about COVID-19 vaccines is a challenge for vaccine acceptance. Yet, how countervailing factors such as news literacy could complicate "the information exposure-belief in vaccine misinformation-vaccination" path needs to be unpacked to understand the communication of scientific information about COVID-19. This study examines (1) the mediating role of belief in vaccine misinformation between COVID-19 information exposure and vaccination behavior and (2) the moderating role of news literacy behaviors. We examine these relationships by collecting data in two distinct societies: the United States and South Korea. We conducted online surveys in June and September 2021 respectively for each country (N = 1336 [the U.S.]; N = 550 [South Korea]). Our results showed a significant moderated mediation model, in which the association between digital media reliance and COVID-19 vaccination was mediated through vaccine misperceptions, and the relationship between digital media reliance and misinformed belief was further moderated by news literacy behavior. Unexpectedly, we found that individuals with stronger news literacy behavior were more susceptible to misinformation belief. This study contributes to the extant literature on the communication of COVID-19 science through probing into the mediating role of belief in vaccine-related misinformation and the moderating role of news literacy behavior in relation to COVID-19 information exposure and vaccination behaviors. It also reflects the concept of news literacy behavior and discusses how it could be further refined to exert its positive impact in correcting misinformation beliefs.

Language and Literacy Strategies for Indigenous Children: A Scoping Review.

The purpose of this scoping review was to describe the existent research on language and literacy strategies for Indigenous children and to establish the strength of strategies described. A scoping review was conducted to locate existent studies that described language and literacy interventions used with Indigenous children. The following electronic databases were searched: PsycINFO, ERIC, CINAHL Complete, Academic Search Premier, Education Source, and ASHAWire. Articles were managed and analyzed using Covidence, a web-based program for review research. Results were charted and a preliminary evidence map was created. Forty sources were identified that described language and literacy strategies for Indigenous children. Strength of strategy coding revealed 5 sources had compelling strength, 5 had promising strength, and 30 had lacking strength. Overall, there remains limited research describing language and literacy strategies for Indigenous children. A preliminary evidence map was created to chart each strategy and sources that included the strategy, and to indicate the highest strategy strength observed across sources. A discussion of compelling strategies as well as strategies that may be culturally responsive is provided.

Protocol for the PLAYshop randomised controlled trial: examining efficacy of a virtually delivered parent-focused physical literacy intervention for early childhood on child-specific and family-specific outcomes.

INTRODUCTION: The PLAYshop programme is a novel, brief, theory-based, parent-focused physical literacy intervention in early childhood designed to address the major public health issue of childhood physical inactivity. The primary objective of this study is to examine the efficacy of the virtually delivered PLAYshop programme in increasing preschool-aged children's physical literacy, including fundamental movement skills and motivation and enjoyment. METHODS AND ANALYSIS: This study aims to recruit 130 families with preschool-aged children (3-5 years) from Alberta and British Columbia, Canada who will be randomised to an intervention or control group. The PLAYshop programme is informed by the Capability, Opportunity, Motivation, Behavior (COM-B) model and includes four intervention strategies: (1) educational training via a 60 min virtual synchronous workshop, (2) educational resources via handouts, (3) material resources via a goody bag of basic active play equipment and (4) follow-up support via access to a digital app with an online toolkit and four biweekly booster lessons (1-week, 3-week, 5-week and 7-week follow-up). To assess the primary outcome of physical literacy, five fundamental movement skills (overhand throw, underhand throw, horizontal jump, hop, one leg balance) will be measured virtually at baseline and 2-month follow-up using the Test of Gross Motor Development (TGMD) and the Movement Assessment Battery for Children-Second Edition (MABC-2) tools. Additionally, children's motivation and enjoyment will also be assessed at baseline and 2-month follow-up by: (1) parental-report using items from the Preschool Physical Literacy Assessment (PrePLAy) and (2) self-report using an adapted Five Degrees of Happiness Likert scale for children. The control group will receive the PLAYshop programme after the 2-month follow-up. ETHICS AND DISSEMINATION: The protocol was approved by the University of Alberta (00093764) and University of Victoria (16-444) Research Ethics Boards. Findings will be disseminated through peer-reviewed publications, conference presentations, social and traditional media and a circulated infographic. TRIAL REGISTRATION NUMBER: NCT05255250.

The Role of Food Literacy in Managing Nutritional Precarity in the Migrant Experience: Dietary Lifestyles of Cambodia Migrants in Thailand.

The paper explores the dietary lifestyles of young Cambodian migrants in Thailand to illuminate the role of food literacy in determining nutritional outcomes and well-being, including during crises, such as the COVID-19 pandemic. In this context, food literacy is defined as food skills and abilities to plan, select, and prepare to achieve adequate consumption under new or adverse social and culinary contexts of the migrant experience. In this paper, we consider both how nutritional precarity arises in the migrant experience, and to what extent food literacy can mitigate it under various conditions. The research approach involves a combination of qualitative and quantitative approaches that were adjusted to address the limited mobility for social science research during the COVID-19 pandemic in Thailand. Data collection was conducted through hybrid (online and in-person) ethnography, focus group discussions, food literacy questionnaires, and key informant interviews, often facilitated through internet messaging clients. The findings indicate that, while generally high food literacy may facilitate the transition to the foreign food systems found in migration destinations, optimizing nutrition and well-being requires reinforcement by context-specific food literacy, such as openness to foreign flavors and recipes. Contextual food literacy most directly leads to positive social and health outcomes while simultaneously expanding universal food literacy in the long-term.

Research on the Relationship between Physical Literacy, Physical Activity and Sedentary Behavior.

During the COVID-19 pandemic, college students' health-related physical activity and physical literacy aroused widespread concern. This study evaluated the relationship among physical literacy (PL), sedentary behavior (SB), light physical activity (LPA), and moderate-to-vigorous physical activity (MVPA); we further explored whether LAP and SB mediated the association between PL and MVPA. METHODS: This study was based on a cross-sectional survey of Chinese college students. The Perceived Physical Literacy Instrument Scale (PPLI-SC) and International Physical Activity Questionnaire Short Form (IPAQ-SF) were used to investigate the PL, MVPA, LPA, and SB. RESULTS: There were 2996 valid questionnaires with 829 boys and 2167 girls. The MVPA, LPA, and PL of boys were significantly higher than girls, while the SB values were significantly lower in girls (p < 0.01). The correlation analysis showed that there was a significant correlation between the two indexes except for SB and LPA. Path analysis shows that PL directly, significantly, and positively affects MVPA. PL reduces SB (ß = -0.085, p < 0.001) and increases LPA (ß = 0.097, p < 0.001). The total mediation effect accounted for 14.014%, and the mediation effects of SB and LPA accounted for 4.417% and 9.597%, respectively. CONCLUSIONS: LPA and SB partially mediated the relation between PL and MVPA. SB and LPA partially explain the impact of PL on MVPA. The findings suggest that managing SB and improving LPA could play a significant indirect role in increasing the positive effect of PL on MVPA and that increasing the opportunities for LPA increased the MVPA for Chinese college students.

A Multilevel Model of Older Adults' Appropriation of ICT and Acquisition of Digital Literacy.

Digital literacy refers to a set of competencies related to the skilled use of computers and information technology. Low digital skills can be a barrier for older adults' full participation in a digital society, and COVID-19 has increased this risk of social exclusion. Older adults' digital inclusion is a complex process that consists of the interplay of structural and individual factors. The ACCESS project unwrapped the complexity of the process and developed an innovative, multilevel model that illustrates how societal, institutional, material and pedagogical aspects shape adults' appropriation of digital literacy. A holistic model describes factors contributing to older adults' digital literacy, acknowledging sociocultural contexts, environments, learning settings and instruction practices for learning digital literacy. Instead of seeing older adults' reasons for learning digital skills purely as individual choice, this model recognizes the interpersonal, institutional and societal aspects that implicitly or explicitly influence older adults' acquisition of digital literacy. The results offer a tool for stakeholders, the research community, companies, designers and other relevant stakeholders to consider digital skills and the given support. It demands diverse communication between different stakeholders about the things that should be discussed when organizing digital support in digitalized societies.

The Effect of Perceived Stress and Digital Literacy on Student Satisfaction with Distance Education.

OBJECTIVE: To examine the relationship between perceived stress/digital literacy and student satisfaction in health science college students in the distance education process. METHOD: The cross-sectional study was conducted by collecting data from 842 students. The dependent variable was student satisfaction in distance education. For the analyses, t-test, ANOVA (post hoc: Bonferroni), and linear regression methods were used. RESULTS: Distance education student satisfaction was 178.21 ± 48.64. Student satisfaction was low among those who think that distance education is not more effective than face-to-face education, live in villages/towns, and have high perceived stress. Student satisfaction was high among those who do not have limited internet access, can access the internet via computer, follow the lessons regularly every week, think distance education is applicable in the health domain, can acquire instant feedback from the instructor, and have increased digital literacy. CONCLUSION: Distance education student satisfaction was found to be moderate. Student satisfaction in distance education increases as perceived stress levels decrease and digital literacy levels increase.

Political views and science literacy as indicators of vaccine confidence and COVID-19 concern.

Introduction: The distrust, delay and refusal of vaccinations represent serious threats to global public health. As demonstrated by the dramatic worldwide impact of the COVID-19 pandemic, adequate vaccine coverage against infectious diseases is essential towards the preservation and function of virtually every aspect of our society. While the determinants of vaccine hesitancy and pandemic concern have been widely investigated, conflicting evidence exists with regards to their association with education levels and political views. Methods: This study aimed to investigate whether science literacy levels and standpoint on social and economic matters are associated with different levels of vaccine confidence and COVID-19 concern. An online survey was circulated amongst participants recruited via convenience sampling, and data were analysed using non-parametric statistical tests. Results: The survey (n = 389) highlighted that participants who studied Science at General Certificate of Secondary Education level have a lower vaccine confidence than those with both lower and higher levels of science education. Participants with neutral/centrist political views expressed lower confidence than those with a libertarian social stance or a left-wing economic stance. A higher concern with the COVID-19 pandemic was associated with lower levels of science education, libertarian social views, and left-wing economic views. Conclusions: The present study provides novel insight on the educational and political factors associated with vaccine hesitancy and pandemic concern within a British population sample.