Yoxas/statistical_literacy huggingface dataset:
Healthcare workforce crises often stem from healthcare workers' inequities. This study provides an overview of the main PHC workforce policy questions related to health equity, offering examples of evidence necessary to support the implementation of policies and strategies that increase equity in the health workforce and access to the PHC workforce and services. The equity-related policies in PHC and workforce were linked with the indicators listed in the Global Health Workforce Network Data and Evidence Hub and guidelines for health workforce management. The policy-relevant questions in PHC cover many workforce issues such as the optimal size, equitable distribution, relevant competencies to ensure equitable healthcare access, and equitable approaches for retention, training, recruitment, benefits and incentive schemes and governance. This will require intersectionality evidence of the optimised staffing to PHC workload, that PHC practitioners' training demonstrates evidence-based knowledge aligned with locally relevant expertise. Critical for equitable PHC access and health equity is the establishment of efficient measurement of PHC workforce equity and its implications for population health. Using indicators that measure health and workforce equity in research, policy, and practices may improve recruitment and retention, and respond more effectively to the PHC workforce crises.
Healthcare-associated infections (HCAI) are major causes of morbidity, mortality, increased lengths of stay and are an economic burden on healthcare systems in resources-limited settings. This is especially true for neonates, who are more susceptible with underdeveloped immune systems. Hand hygiene (HH) is a key weapon against HCAI, yet globally, HH compliance remains substandard. This study sought to determine the compliance with HH among healthcare workers (HCWs) in a children's hospital neonatal intensive care unit (NICU) in Haiti. A HH educational intervention was performed in the NICU, including lectures and posters. Pre- and post-intervention HH data were collected on HCWs and parents using the World Health Organization '5 Moments for HH'. Data were analyzed using standard statistical analysis. HH increased in all HCW roles but not in parents. Correct HH increased in all groups, including parents. HH was more likely to occur prior to patient contact than after patient contact. Correct HH was more likely to occur with alcohol-based hand rub than with soap and water. This study demonstrates that an inexpensive and simple intervention can significantly increase HH compliance in a resource-limited NICU, which may lead to decreased rates of hospital-acquired sepsis. Parents, however, due to cultural norms as well as literacy and language barriers, need targeted educational interventions distinct from those that HCW benefit from.
Healthcare-seeking behaviour may change over time, and some groups are more likely to avoid relevant help seeking, which possibly contributes to social inequity in health. Thus, we developed an expansion of and follow-up to the Danish Symptom Cohort (DaSC) from 2012 and formed the DaSC II, which encompassed a population-based questionnaire study investigating symptoms and healthcare-seeking behaviour. In this paper, we describe the conceptual framework, development and content validity of the questionnaire and a responder analysis of the participants in the DaSC II. We present the symptom iceberg in the Danish general population by estimating the prevalence of symptoms and proportion of contacts to general practitioners (GPs) in 2022. Moreover, we discuss differences in healthcare-seeking behaviour with reference to the 2012 DaSC. 100,000 randomly selected Danish citizens aged ≥20 years, along with the 44,713 respondents from the 2012 cohort, were invited to participate in a survey. The questionnaire was pilot and field tested prior to distribution. Descriptive statistics were used to estimate symptom prevalence and proportion of GP contacts, and to execute the respondent analysis. Nine out of ten respondents reported at least one symptom within the preceding four weeks and reported an average of 4.6 symptoms. One in four symptoms were presented to a GP. The highest proportion of GP contacts was found for haematuria (63.3 %) and shortness of breath (51.8 %). For several symptoms, differences between the sexes were found in relation to both prevalence and GP contacts. The proportion of GP contacts was higher in 2022 than in 2012 and was most pronounced for general, frequently experienced symptoms and to a lesser extent for cancer alarm symptoms. Many symptoms go unreported, which may delay relevant diagnosis; more research on certain symptom categories and population subgroups is needed. Future studies based on the DaSC II form a basis for interventions targeting symptom awareness, healthcare-seeking behaviour and social equity in society and health.
Healthy eating habits during childhood have been identified as a foundational support for the growth, development, and intellectual well-being of schoolchildren and as a protection against diseases that affect learning and functional capacity. This study examined the eating habits of the previous day, weekly, and daily between Nigerian children in rural and urban elementary schools. Data were collected between March and May 2021 with an instrument extracted from the Health and Attainment of Pupils in a Primary Education Network Survey (HAPPEN survey). Participants for the study were school children (aged 7-13 years). The multistage sampling technique was used to draw samples from the target population. Two schools were randomly selected for the study (one in the urban area of Lagos and the other in the rural area of Ekiti state). A total of 214 healthy children (urban school = 118; rural school = 96). The survey was conducted online and on-site during the school hours. The data were analysed using frequency count, percent, mean, standard deviation, and independent t-test at p < 0.05 level of significant. The result of the t-test showed that there are significant differences in the weekly consumption of soft drinks (p = 0.02), fizzy drinks (p = 0.00), sugary snacks (p = 0.00) and the consumption of fish (p = 0.00) by the rural and urban schoolchildren. Based on the results, it was concluded that most of the children were relatively well fed with moderately healthy dietary choices. Urban children are making healthy dietary choices and few unhealthy choices. However, rural schoolchildren are making healthy dietary choices relative to affordable options. The government to urgently bridge the nutritional gap between urban and rural schoolchildren through food market intervention and school nutrition campaign.
Healthy lifestyle is an important protective factor of developing cardiovascular disease in people with schizophrenia. However, little is known about the determinants of lifestyle and its contribution to metabolic syndrome. This study aimed to explore the influencing factors of health-promoting lifestyle (HPL) and its association with metabolic syndrome among people with schizophrenia. A cross-sectional study was conducted in twenty-two primary health centers of Guangzhou, China between December 2022 and April 2023. A total of 538 patients with schizophrenia were recruited through convenience sampling. Self-administered scales, questionnaires, and clinical data were collected. Scales and questionnaires included social-demographic information, Health-Promoting Lifestyles Profile (HPLP-C), UCLA Loneliness Scale (ULS), and International Physical Activity Questionnaire-Short Form (IPAQ-SF). Cluster analyses were used to divide participants into two groups based on the distribution characteristics of HPLP-C scores. Logistic regression models were used to identify factors associated with HPL and the association between HPL and metabolic syndrome. There were 271 participants in the high HPL group and 267 participants in the low HPL group. Logistic regression analysis revealed that loneliness posed a risk factor for high HPL, while high education and moderate-vigorous physical activity served as protective factors for high HPL. Low HPL was a risk factor for the prevalence of metabolic syndrome. Promotion of high education literacy and a physically active lifestyle should be priority targets in the health management of schizophrenia. Primary healthcare providers can play a pivotal role in assisting patients to mitigate metabolic syndrome by reinforcing healthy lifestyle strategies.
Healthy lifestyles are considered important means to reduce the burden of diseases. This cross-sectional study was conducted based on the Ecological Model of Health Behavior (EMHB) to analyze the factors associated with the health-promoting lifestyles of Chinese residents. We carried out a cross-sectional investigation in July 2023. Our investigated factors included social-demographic characteristics (including sex, age, education level, employment status, marital status, personal monthly income, and daily behavioral habits [which were measured by a questionnaire)], health literacy [which was measured by the Chinese version of the Health Literacy Scale Short-Form scale (HLS-SF12)], and family health [which was measured by the Chinese version of the Short-Form of the Family Health Scale (FHS-SF)]. Our outcome was health promoting lifestyle, which was measured by a revised version of Health Promoting Lifestyle Profile-II (HPLP-IIR). Data were analyzed using stepwise regression. A total of 1,402 participants were enrolled. Higher scores of HLS-SF12 (β = 0.467), having regular exercise (β = 0.212), and regular physical examination (β = 0.088) were associated with better health-prompting lifestyles. However, older age (≥60 years) (β = -0.046), drinking (β = -0.066), and sleeping time (5-6 h/day) (β = -0.048) were associated lower levels of health-prompting lifestyles. Living with family (β = 0.077), FHS-SF (β = 0.104), and married (β = -0.077) were significant influencers. Unemployed (β = -0.048), receiving retirement pay (β = -0.053), and economic support provided by parents (β = 0.094) were associated with better health-prompting lifestyles. There were multiple influencing factors of the six dimensions of the HPLP-IIR. Our findings indicate that community residents with higher health literacy, better family health, and health-related behaviors tend to have better health-promoting lifestyles. Our findings have confirmed the complex impacts of social-ecological factors on health-promoting lifestyles, which may help policy makers with health-promotion strategies making and also help researchers to control for confounding in study design.
Healthy organizations approach to occupational safety and health should holistically include individual, interpersonal, and organizational levels. There is an empirical research gap in considering different levels in organizations for health promotion in the context of maximizing work ability. This study aims to investigate the association of (1) occupational health literacy (on an individual level), (2) health-oriented leadership (interpersonal level), (3) participation possibilities in health, and (4) values of health in companies (both organizational levels) on work ability. Additionally, we examined the potentially moderating role of health-oriented leadership, participation possibilities in health, and values of health between occupational health literacy and work ability. Cross-sectional data were obtained from 828 employers and employees in small and medium-sized enterprises. Self-report measures included occupational health literacy, health-oriented leadership, work ability, participation possibilities in health at work, and values of health in the company. Occupational health literacy comprises two factors: a knowledge-/skill-based approach to occupational health and a willingness/responsibility for occupational health. Participation possibilities in health are measured regarding participatory opportunities and co-creation of health at work. Values of health in the company capture the importance of health in the workplace and the scope for improving employees' health. Data were analyzed using latent regression and latent moderation analyses controlling for age, gender, and educational level. Occupational health literacy (knowledge-/skill-based), health-oriented leadership, participation possibilities in health, and values of health in companies showed positive associations with work ability. Health-oriented leadership on an interpersonal level was found to moderate the positive relationship between (knowledge-/skill-based) occupational health literacy and work ability. Participation possibilities in health on an organizational level acted as a moderator on the relationship between both occupational health literacy factors and work ability. Individual, interpersonal, and organizational factors play important roles in maintaining work ability in healthy organizations. This study highlights the importance of promoting occupational health literacy among employees and leaders, creating a healthy workplace through health-oriented leadership, and providing participatory opportunities for co-creation in health promotion at work. Future research should further explore these factors' roles in different industries and contexts and how they may be addressed effectively in tailored workplace interventions.
Healthy People 2030 emphasizes personal health literacy (individual skills) and organizational health literacy-the degree to which organizations equitably enable individuals to find, understand, and use information and services to inform health-related decisions and actions for themselves and others. However, research on the latter is in the early stages. This study describes an organizational health literacy assessment in a U.S. urban academic children's hospital. A variety of evidence-based health literacy assessments were used to assess patient information materials and the environment, including institutional practices, navigation, culture and language, and communication. Trained interviewers and analysts reached consensus for all assessments. Information Items: SMOG scores (n = 9) ranged from 7th- to 14th-grade reading level (average = 11.3). PEMAT-P scores (n = 9) ranged from 43.8% to 93.8% understandability and 0% to 80% actionability. CDC CCI scores (literacy demand) (n = 6) ranged from 18.2% to 58.8% (≥90% = excellent). SAM scores (suitability) (n = 6) fell in the "adequate" range (43.2-58.3%). The PMOSE/IKIRSCH scores (complexity) (n = 3) noted low-moderate difficulty. Apter's Hierarchy (n = 4) revealed three numeracy domains (50% = descriptive purposes and decision-making, 100% = interpreting information). Organization-level: Walking interviews highlighted organizational facilitators and barriers related to the pre-visit and visit environments. HLE2 domain scores ranged from 52% to 68%. Organizational health literacy demands far outweigh the average literacy skills of adults in the U.S. (patients and staff). Findings can be used to hone quality improvement and other processes to focus on structural solutions to increase health equity.
Healthy People 2030 highlights the importance of both personal and organizational health literacy (HL) to improving population health. Yet, most research focuses on personal-level HL or fails to study the effect of both types of HL on health behavior. This study explored the relationships between organizational HL (Healthy People 2030 objective: decrease the proportion of adults who report poor communication with their health care provider), personal-level HL, and cancer prevention and screening behaviors. Data were collected using Qualtrics Panel. Participants who indicated they had a non-emergency room provider visit in the last 12 months were included in the analyses. Participants (n=549, Mean age = 41.44 years, SD = 15.91; 51.9% female; 54.3% White, 28.8% Hispanic/Latino/a/x) completed measures of personal and organizational HL and reported on their cancer prevention (e.g., cigarette smoking) and screening (e.g., mammogram) behaviors. Hierarchical linear and logistic regressions predicting cancer prevention and screening behaviors, respectively, from organizational HL, personal HL, and demographic covariates, were estimated. Regarding the results, higher organizational HL was related to higher fruit and vegetables consumption and physical activity after accounting for personal-level HL and demographic covariates. Higher personal-level HL was related to lower physical activity, binge-drinking, and cigarette smoking, and higher odds of pap smear screening, prostate-specific antigen testing, and completing all eligible screenings after accounting for organizational-level HL and demographic covariates. The findings support that personal-level and organizational HL may be differentially important to improving cancer prevention and screening behaviors. Policies that address improving both personal-level and organizational-level HL are needed.
Hearing aids and implants are used to treat hearing loss, with cochlear implants being the most successful option for severe sensorineural hearing loss. Patients frequently use the internet as a trusted source of clinical information before committing to any therapeutic procedure, including receiving a cochlear implant. A health resource's readability and dependability influence its value to patients. Readability refers to how easily language can be understood, whereas reliability refers to the correctness and consistency of the information presented. JAMA standards and the DISCERN tool were used to assess the reliability of the websites listed. For readability analysis, the FRE, FKG and GFI were chosen. The acceptable readability level was set to < 7 for the FKG, GF score over 17 as the equivalent of college-level education and ≥ 80.0 for the FRE. The readability scores vary across the sources, suggesting a range of comprehension levels required for understanding the cochlear implant patient information found on Google. There was a statistical difference detected in Discern score between the groups (p = 0.008). The mean discern score was significantly higher in hospital generated sources when compared to industry (3.13 ± 0.69 vs. 2.11 ± 0.78, p = 0.03).
Hearing loss is a chronic health condition that rises sharply with age. The way people respond to and cope with health conditions is influenced by their capacity to perform illness and treatment-related work. The aim was to explore the cumulative burdens of living with hearing loss and the resources mobilised to ease the burdens. A qualitative design was used with semi-structured interviews (online or in-person) with participants recruited through audiology services and nonclinical services, such as lip-reading classes. Forty-six participants with hearing loss aged between 16 and 96 years were interviewed. An abductive approach, informed by May et al. 's burden of treatment theory, was used to analyse the data. The illness burden involved participants working to make sense of their hearing loss, engaging in emotional work in response to changes in sound, social interactions and identity and coping with the daily frustrations required to communicate with others. Abandonment and uncertainty characterised the treatment burden; participants engaged in emotional work to adjust to hearing technology and deal with the uncertainty of how their hearing might progress. To ameliorate the burdens, participants drew on internal resources (psychological, health literacy, cognitive) and external resources (social support, financial, information, technology). The workload of hearing loss appears largely devolved to the patient and is not always visible. Our work indicates the need to widen approaches in audiological care through the implementation of lifeworld-led care, family-centred care and peer support to build support for those with hearing loss. We developed the project in consultation with members of the public who have lived experience of hearing loss recruited through Aston University and volunteer links to audiology services. We also consulted people more likely to be affected by hearing loss adults including adults with learning disabilities, older adults in residential care and people from South Asia (Bangladeshi, Indian and Pakistani communities). These individuals commented on the study aims, interview schedule and participant recruitment practices. One of our co-authors (expert by experience) contributed to the development and interpretation of themes and preparation of the final manuscript.
Hearing loss is a common disability in infants that significantly impacts their cognitive, language, and literacy development. This study aimed to systematically assess the risk factors for the early identification and intervention in infant hearing loss. Databases were searched for meta-analyses of observational studies until November 2023. The quality assessment was performed using the Cochrane risk of bias tool, and the Grading of Recommendations Assessment, Development, and Evaluation (GRADE) approach was used to assess the certainty of the evidence. A meta-analysis identified 14 risk factors significantly associated with infant hearing loss. According to the GRADE approach, there were four factors with moderate-certainty evidence (low birth weight(LBW), congenital anomalies, craniofacial anomalies, intracranial hemorrhages), seven factors with low-certainty evidence (ototoxic medications, family history of hearing loss, mechanical ventilation > 5 days, intrauterine infection, admission to neonatal intensive care unit (NICU) > 5 days, mechanical ventilation and asphyxia) and six with extremely-low-certainty evidence (very low birth weight < 1500 g (VLBW), hyperbilirubinemia, sepsis or meningitis, male sex, premature birth, small for gestational age (SGA)). Nevertheless, no significant association was found between infant hearing loss and factors such as small for gestational age (SGA), male sex, and premature birth (P > 0.05). Conclusion: The identification of these 14 interrelated risk factors can prove advantageous in clinical practice, as these findings could guide hearing screening and parental counseling. Furthermore, prospective research could be conducted to develop risk-based scoring systems based on these factors. What is Known: • Infant hearing loss is a worldwide issue. • Risk factors for this condition are debated. What is New: • This is the first meta-analysis to comprehensively evaluate perinatal and postnatal risk factors for hearing loss in infants. • Intracranial hemorrhage, mechanical ventilation, and low birth weight are associated with infant hearing loss. However, no evidence of an association was found between premature birth, being small for gestational age, or male sex and hearing loss.