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1.
BMC Public Health ; 24(1): 1478, 2024 Jun 01.
Article in English | MEDLINE | ID: mdl-38824501

ABSTRACT

BACKGROUND: Health literacy (HL) impacts people's health and well-being. In Latin America and the Caribbean (LAC), there are no general estimates of the prevalence of low HL. This study aimed to estimate the prevalence of low HL among citizens of LAC and identify the tools used to measure it. METHODS: We included observational studies quantifying the prevalence of low HL in people living in LAC. We searched PubMed, CINAHL, EMBASE, ERIC, LILACS, PsycINFO, Redalyc, SciELO, Web of Science, PQDT, and the reference lists of the included studies in June 2023. Two reviewers independently conducted the selection, extraction, and risk of bias assessment using the JBI Critical Appraisal Tools. Meta-analysis of proportions using random effects models was used to summarize the prevalence of low HL estimated. This prevalence was measured in each study using different classification methods: word recognition items, reading and numeracy comprehension items, and self-reported comprehension items. RESULTS: Eighty four studies involving 23,914 participants from 15 countries were included. We identified 23 tools to assess HL, and most of the studies were carried out in health services. The pooled prevalence of low HL were 44.02% (95%CI: 36.12-52.24) for reading and numeracy comprehension items, 50.62% (95%CI: 41.82-59.39) for word recognition items, and 41.73% (95%CI: 31.76-52.43) for self-reported comprehension items. CONCLUSION: Despite the variability in the prevalence of low HL and a diversity of tools, the average of low HL is of concern. Almost half of the participants in the included studies have low HL. Most of the studies targeted users of healthcare services. Further research investigating the prevalence of low HL in the general population and actions focused on health education, communication, and information are necessary. TRIAL REGISTRATION: PROSPERO (CRD42021250286).


Subject(s)
Health Literacy , Health Literacy/statistics & numerical data , Humans , Latin America , Caribbean Region , Observational Studies as Topic , Prevalence
2.
Rural Remote Health ; 24(2): 8213, 2024 May.
Article in English | MEDLINE | ID: mdl-38772697

ABSTRACT

INTRODUCTION: The activity of podcasting has increased exponentially but little is known about the qualitative listener experiences of podcasts related to mental health. The aim of this study was to understand what listeners of mental health podcasts obtain from this medium. Participants were asked questions relating to mental health literacy, stigma and help-seeking behaviour. METHODS: The study gathered data, via an online survey (n=722). This article reports on the responses to open-ended questions: 'What do you take away from listening to mental health-related podcasts? What do you learn about yourself (or a loved one)? What do you find most useful about listening to mental health-related podcasts?' Inductive thematic analysis was utilised. RESULTS: Thematic analysis produced five core themes: accessibility, mental health literacy, potential pitfalls, reassurance and lived experiences. Accessibility of material and discussions featuring professionals and people with lived experience were reported key highlights. CONCLUSION: Results indicate that podcasts influence the development of mental health literacy, reduce stigma and increase help-seeking. Given the challenges with service access in underserved populations, there is a potential role for the use of podcasts in rural regions.


Subject(s)
Health Literacy , Webcasts as Topic , Humans , Female , Male , Adult , Health Literacy/statistics & numerical data , Middle Aged , Social Stigma , Mental Health , Surveys and Questionnaires , Qualitative Research , Young Adult , Health Services Accessibility , Aged
3.
J Am Board Fam Med ; 37(2): 303-308, 2024.
Article in English | MEDLINE | ID: mdl-38740490

ABSTRACT

INTRODUCTION: Previous research has found an association between low health literacy and poor clinical outcomes in type 2 Diabetes Mellitus (T2DM) patients. We sought to determine if this association can be mitigated by a self-management support (SMS) program provided by trained health workers using a technology assisted menu driven program, called Connection to Health (CTH). METHODS: This study is a secondary analysis from a randomized trial of 2 similar versions of CTH implemented in 12 Northern California community health centers. As part of this, each participant completed a single validated question to assess health literacy. We used unadjusted and adjusted linear regression analyses to determine the extent to which baseline health literacy was predictive of prepost changes in hemoglobin A1c (HbA1c). RESULTS: Of 365 participants for whom prepost HbA1c data were available, HbA1c concentrations declined by an average of 0.76% (from 9.9% to 9.2%, 95% CI (0.53%-1.0%). Almost 114 (31.2%) of the participants had low health literacy, but there was no significant association between health literacy and the reduction in HbA1c concentrations in either the unadjusted or adjusted models, nor did baseline health literacy predict prepost changes in body mass index, medication adherence, exercise, or diet. DISCUSSION: The study found that implementing the CTH program in 2 versions via a randomized clinical trial improved HbA1c concentrations without increasing disparities between participants with high and low health literacy. This suggests CTH-like programs can enhance diabetes outcomes in community health centers without exacerbating inequities for those with low health literacy.


Subject(s)
Diabetes Mellitus, Type 2 , Glycated Hemoglobin , Health Literacy , Self-Management , Adult , Aged , Female , Humans , Male , Middle Aged , California , Diabetes Mellitus, Type 2/therapy , Diabetes Mellitus, Type 2/blood , Glycated Hemoglobin/analysis , Health Literacy/statistics & numerical data , Self Care/methods , Self-Management/methods
4.
Rev Esp Salud Publica ; 982024 May 14.
Article in Spanish | MEDLINE | ID: mdl-38742737

ABSTRACT

OBJECTIVE: Limited Health Literacy implies an insufficient understanding of relevant health information, being associated with various variables. The objective of the study was to measure the prevalence of the level of Limited Sexual and Reproductive Health Literacy (AS-SR), its associated variables and the differences in scores between levels of AS-SR, universities and science of study in Chilean university students. METHODS: A multicenter and cross-sectional study, which applied a validated scale to measure levels of AS-SR, was carried out in a sample of 2,186 Chilean university students, categorizing it as high, medium high, medium low and low. The level of Limited AS-SR was obtained by adding the medium-low and low categories. Tests were carried out: descriptive, psychometric and reliability; association, logistic regression and differences between variables of interest. RESULTS: The prevalence of Limited AS-SR was 52.7%. The variables most associated with the level of Limited AS-SR were: low interest in information about health care (OR=2.819; 95% CI: 2.132-3.726), prevention (OR=2.564; 95% CI: 1.941-3.388), sexuality (OR=2.497; 95% CI: 1.807-3.452) and health promotion (OR=1.515; 95% CI: 1.239-1.853); certain sources of Information (OR=1.915; 95% CI:1.614-2.272); low economic income (OR=1.661; 95% CI: 1.361-2.026), among others. There were statistically significant differences in scores between categories of AS-SR levels, universities and study science. The scale had a reliability of 0.940. CONCLUSIONS: More than half of the students have Limited AS-SR, mainly associated with low interest in health information. The scale presents excellent psychometric indicators, being recommended for diagnoses of health situations.


OBJECTIVE: La Alfabetización en Salud Limitada implica una comprensión insuficiente de la información relevante en salud, asociándose con diversas variables. El objetivo del estudio fue medir la prevalencia del nivel de Alfabetización en Salud Sexual y Reproductiva (AS-SR) Limitada, sus variables asociadas y las diferencias de puntajes entre niveles de AS-SR, universidades y ciencia de estudio en universitarios chilenos. METHODS: Se realizó un estudio multicéntrico y transversal, que aplicó una escala validada para medir niveles de AS-SR, en una muestra de 2.186 estudiantes universitarios chilenos, categorizándola en alta, media-alta, media-baja y baja. El nivel de AS-SR Limitada se obtuvo mediante el sumatorio de categorías media-baja y baja. Se realizaron pruebas: descriptivas, psicométricas y fiabilidad; asociación, regresión logística y de diferencias entre variables de interés. RESULTS: La prevalencia de AS-SR Limitada fue del 52,7%. Las variables mayormente asociadas al nivel de AS-SR Limitada fueron: bajo interés en información sobre atención en salud (OR=2,819; IC 95%:2,132-3,726), prevención (OR=2,564; IC 95%: 1,941-3,388), sexualidad (OR=2,497; IC 95%: 1,807-3,452) y promoción de la salud (OR=1,515; IC 95%: 1,239-1,853); ciertas fuentes de Información (OR=1,915; IC 95%:1,614-2,272); bajo ingreso económico (OR=1,661; IC 95%: 1,361-2,026), entre otras. Existieron diferencias estadísticamente significativas de puntajes entre categorías de niveles de AS-SR, universidades y ciencia de estudio. La escala presentó fiabilidad de 0,940. CONCLUSIONS: Más de la mitad de los estudiantes poseen AS-SR Limitada, asociada principalmente al bajo interés en información en salud. La escala presenta excelentes indicadores psicométricos, siendo recomendable para diagnósticos de situación de salud.


Subject(s)
Health Literacy , Reproductive Health , Sexual Health , Humans , Cross-Sectional Studies , Female , Male , Chile/epidemiology , Reproductive Health/statistics & numerical data , Health Literacy/statistics & numerical data , Young Adult , Adult , Adolescent , Students/statistics & numerical data , Students/psychology , Universities
5.
Front Public Health ; 12: 1399704, 2024.
Article in English | MEDLINE | ID: mdl-38737855

ABSTRACT

Background: Fruits are essential for health, yet their consumption in children is inadequate, with unclear influencing factors. Methods: A cross-sectional study was conducted among students in grades 3-12 in Beijing, China, from September 2020 to June 2021. Fruit consumption in children was surveyed using a self-administered food frequency questionnaire. Additionally, children's food and nutrition literacy and family food environments were assessed using the "Food and Nutrition Literacy Questionnaire for Chinese School-age Children" and the "Family Food Environment Questionnaire for Chinese School-age Children," respectively. Results: Out of 10,000 participating children, 62.5% consumed fruit daily, with a lower frequency among boys (59.3%) compared to girls (65.8%), and among senior students (48.6%) compared to junior (63.6%) and primary students (71.2%). Fruit consumption was positively associated with other healthy foods (vegetables, whole grains, etc.) and negatively with unhealthy foods (sugared soft drinks). Children with higher food and nutrition literacy consumed fruits daily more frequently (82.4% vs. 59.9%, ORs = 2.438, 95%CI: 2.072-2.868). A significant positive correlation was found between children's fruit consumption and a healthy family food environment (66.4% vs. 50.2%, OR = 1.507, 95%CI: 1.363-1.667). Conclusion: The results indicate that individual food and nutrition literacy and family food environment are key positive predictors of children's fruit consumption. Future interventions should focus on educating children and encouraging parents to foster supportive family environments.


Subject(s)
Fruit , Humans , Female , Male , Cross-Sectional Studies , Child , Surveys and Questionnaires , Feeding Behavior , Beijing , Adolescent , China , Students/statistics & numerical data , Health Literacy/statistics & numerical data , Family
6.
Cancer Control ; 31: 10732748241248032, 2024.
Article in English | MEDLINE | ID: mdl-38717601

ABSTRACT

INTRODUCTION: Cancer Health literacy (CHL) is the health literacy related to cancer knowledge, prevention, treatment, screening, and access to services. It is an important indicator of people's adherence to screening and preventive measures, which helps to reduce the incidence and prevalence of cancer. The study assessed the CHL level and its association with relevant socio-demographic characteristics and sources of information among primary health care patients and visitors in the United Arab Emirates (UAE). METHODS: A cross-sectional study recruited survey participants who consented to respond to an interviewer-administered questionnaire. The assessment of CHL was done by using 15 questions. CHL level was measured as a median score and also categorized as poor/inadequate, moderate, good/excellent. Nominal logistic regression was used to analyze the relationship between CHL categories and participants' sociodemographic characteristics and CHL sources of information. RESULTS: Of the total 492 participants, 45.5% were young adults (30-39 years old), 32.9% were males, and 70.8% were UAE nationals. The overall median CHL score was 8.0 (IQR = 5.0-10). 33.7% of the participants had a poor/inadequate level of CHL, 49.6% had a moderate level and 16.7% had a good to excellent level of CHL. 76.9% of the participants knew the importance of early cancer screening tests, 72.7% acknowledged the metastatic capacity of cancer, and the protective factors of cancer, especially, in colon cancer (71.7%). A high proportion of participants received health information about cancer via the internet (50.7%), television (45.3%), social media (40.2%), and doctors (43.6%). Nationality other than UAE (aOR = 1.62, 95% CI = 1.03-2.56, P = .038), having university education (aOR = 2.20, 95% CI = 1.21-3.99, P = .010) compared to those with lower than high school, and having a family history of cancer (aOR = 2.42, 95% CI = 1.33-4.41, P = .004) were positively associated with CHL. Older age (aOR = .36, 95% CI = .17-.75, P = .007 for 50-59 years, and aOR = .29, 95% CI = .11-.82, P = .019) for 60-69 years, higher-income (aOR = .57, 95% CI = .33-.99, P = .047 for 10,000-19,999 AED; aOR = .53, 95% CI = .33-.88, P = .013 for ≥20,000) compared with those earning <10,000 AED were negatively associated with CHL. CONCLUSIONS: CHL among the resident UAE population was moderately adequate, therefore implementation of awareness campaigns seems to be warranted. Moreover, evaluation research targeting the CHL impact on cancer prevention practices and screening is also advocated.


Subject(s)
Health Literacy , Neoplasms , Humans , United Arab Emirates/epidemiology , Health Literacy/statistics & numerical data , Female , Male , Cross-Sectional Studies , Adult , Neoplasms/epidemiology , Neoplasms/prevention & control , Middle Aged , Surveys and Questionnaires , Health Knowledge, Attitudes, Practice , Early Detection of Cancer/statistics & numerical data , Young Adult
7.
Front Public Health ; 12: 1321361, 2024.
Article in English | MEDLINE | ID: mdl-38694986

ABSTRACT

Purpose: The aim of the present study was to examine the relationship between perceived physical literacy and obesity-related outcomes among adolescents from Spain. Methods: This is a secondary cross-sectional analysis including a total sample of 845 Spanish adolescents (55.3% girls) aged 12-17 years from the Valle de Ricote (Region of Murcia) from the Eating Healthy and Daily Life Activities (EHDLA) project. Physical literacy was evaluated using the Spanish Perceived Physical Literacy Instrument for adolescents (S-PPLI). Body mass index was computed by taking the participants' body weight in kilograms and dividing it by the square of their height in meters, and body mass index (z score) and overweight/obesity and obesity were computed by the World Health Organization age- and sex-specific thresholds. Waist circumference was measured using a constant tension tape. Moreover, the waist-to-height ratio was calculated, and therefore, abdominal obesity was determined. Skinfold measurements were taken at the triceps and medial calf using calibrated steel calipers. Results: In general, the overall trend was downward (i.e., the higher the PPLI score the lower the obesity-related indicators), with the approximate significance of smooth terms being statistically significant for all models examined (p < 0.001). Adolescents with lower perceived physical literacy (PPL) showed the highest estimated marginal means of body mass index, body mass index z score, waist circumference, waist-to-height ratio, and skinfold (triceps and calf) and predictive probabilities of having excess weight, obesity, and abdominal obesity, while their counterparts with high PPL had the lowest. In addition, significant differences were observed for all the obesity-related indications between adolescents with low PPL and those with medium PPL (p-adjusted < 0.05 for all indicators), as well as with those with high PPL (p-adjusted < 0.05 for all indicators). Moreover, these significant differences were also shown for most indicators between adolescents with medium PPL and those with high PPL (except for obesity). Conclusion: Physical literacy could play a crucial role in maintaining more desirable obesity-related outcomes in adolescents. Adolescents with high perceived physical literacy showed lower obesity-related indicators (i.e., body mass index, body mass index z score, waist circumference, waist-to-height ratio, skinfolds), as well as a lower probability of having excess weight, obesity, and abdominal obesity.


Subject(s)
Body Mass Index , Health Literacy , Humans , Female , Male , Adolescent , Cross-Sectional Studies , Spain , Child , Health Literacy/statistics & numerical data , Pediatric Obesity , Obesity , Waist Circumference
8.
Front Endocrinol (Lausanne) ; 15: 1334100, 2024.
Article in English | MEDLINE | ID: mdl-38800475

ABSTRACT

Background: Although the relationship between health literacy and glycemic control has been explored in patients with diabetes, little is known about the relationship between different categories of diabetes health literacy and glycemic control in rural areas. Therefore, this study focused on the relationship between different categories of health literacy and glycemic control among diabetic patients in rural areas of Guangxi, China. Objective: To explore the potential profiles of health literacy among rural diabetes patients in Guangxi and investigate their relationship with blood sugar control. Methods: A health literacy questionnaire was administered to 2280 rural diabetes patients in five cities in the Guangxi Zhuang Autonomous Region. Latent profile analysis was conducted to identify potential health literacy profiles. Results: Health literacy among rural diabetes patients in Guangxi could be categorized into high literacy-high functionality and low literacy-low criticality groups. The latent categories of health literacy were associated with blood sugar control, with diabetes patients in the high literacy-high functionality group demonstrating better blood sugar control than those in the low literacy-low criticality group (P < 0.05). Conclusion: Health literacy among rural diabetes patients in Guangxi exhibits heterogeneity. Healthcare professionals should pay attention to patients with low literacy and low criticality in rural areas and develop interventions to enhance their health literacy, thereby improving their blood sugar control.


Subject(s)
Blood Glucose , Health Literacy , Rural Population , Humans , Health Literacy/statistics & numerical data , Female , Male , Middle Aged , China/epidemiology , Blood Glucose/analysis , Adult , Glycemic Control , Aged , Surveys and Questionnaires , Diabetes Mellitus/blood , Diabetes Mellitus/epidemiology , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/epidemiology , Health Knowledge, Attitudes, Practice
9.
Urolithiasis ; 52(1): 77, 2024 May 23.
Article in English | MEDLINE | ID: mdl-38780763

ABSTRACT

Retrograde intrarenal surgery (RIRS) is the recommended treatment for renal stones up to two cm in size. As digital health literacy (e-HL) has become increasingly important in promoting informed health decisions and healthy behaviors, it is necessary to investigate its impact on RIRS treatment outcomes. We aimed to explore the influence of patients' e-HL level on their postoperative quality of life (QoL). We conducted an observational prospective study of 111 patients who underwent RIRS for renal pelvis stones. Before RIRS, we evaluated patients' e-HL using the electronic health literacy scale (eHEALS). QoL was evaluated using the five-level EuroQol five-dimensional questionnaire (EQ-5D-5L) one month after RIRS. SFR was determined by a negative CT scan or asymptomatic patients with stone fragments < 3 mm. Adult individuals aged 18 years or older with typical calyceal anatomy met the eligibility criteria for enrollment. Exclusion criteria for the study included patients with ureteric stones, anomalous kidneys, or bilateral renal stones. The relationship between patients' QoL and stone-free rate was explored using Spearman's rank correlation coefficient. The mean stone burden was 14 ± 3 mm (6-19 mm). The overall SFR was 83.3% after one month. The median EQ-5D-5L utility index and VAS score were 0.826 (0.41-1) and 70 (20-100) respectively, for the overall population. We found that poorer e-HL was associated with being older (p = 0.035), having less education (p = 0.005), and not having access to the internet (p < 0.001). A significant difference was observed between patients with sufficient e-HL and patients with limited e-HL in the self-care (p = 0.02) and anxiety/depression (p = 0.021) dimensions. To date, no study has examined the impact of patients' e-HL levels on postoperative QoL in patients undergoing RIRS. This study also revealed that e-HL levels in patients undergoing RIRS were related to postoperative QoL, especially self-care and anxiety/depression dimensions, whereas there was no relationship between them and SFR.


Subject(s)
Health Literacy , Kidney Calculi , Quality of Life , Humans , Kidney Calculi/surgery , Prospective Studies , Male , Female , Health Literacy/statistics & numerical data , Middle Aged , Adult , Aged , Treatment Outcome , Surveys and Questionnaires/statistics & numerical data
10.
Arch Psychiatr Nurs ; 50: 1-4, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38789220

ABSTRACT

AIM: This study aimed to examine levels of mental health literacy (MHL) and associated factors among adolescents. METHODS: A descriptive, cross-sectional, analytical study was conducted with a total of 650 students aged 11-18 years in three middle and three high schools. Data were collected using the Child and Adolescent Mental Health Literacy Scale and evaluated using descriptive statistics and regression analysis to determine whether age, gender, and grade are predictive factors of MHL. RESULTS: The mean age of the participants in the study was 16.8 ± 1.35 years, 55 % of the students were girls, and the mean MHL score was 3.96 ± 1.2, indicating moderate MHL. Multiple regression analysis indicated that the variables of age, gender, and grade explained 5.5 % of the variance in MHL score. When these variables were examined individually, gender and grade had no significant effect (p > 0.05), while older age was associated with higher MHL score (p < 0.05). CONCLUSION: The results of this study showed that MHL improved with age. MHL promotion is important in mental health resilience. Collaboration between school nurses, school counselors, and psychiatric nurses to provide mental health educational interventions may help reduce stigma and increase help-seeking behaviors.


Subject(s)
Health Literacy , Mental Health , Students , Humans , Adolescent , Female , Male , Health Literacy/statistics & numerical data , Cross-Sectional Studies , Students/psychology , Students/statistics & numerical data , Surveys and Questionnaires , Child
11.
J Med Internet Res ; 26: e57963, 2024 May 09.
Article in English | MEDLINE | ID: mdl-38722675

ABSTRACT

BACKGROUND: As digital health services are increasingly developing and becoming more interactive in Serbia, a comprehensive instrument for measuring eHealth literacy (EHL) is needed. OBJECTIVE: This study aimed to translate, culturally adapt, and investigate the psychometric properties of the Serbian version of the eHealth Literacy Questionnaire (eHLQ); to evaluate EHL in the population of primary health care (PHC) users in Serbia; and to explore factors associated with their EHL. METHODS: The validation study was conducted in 8 PHC centers in the territory of the Macva district in Western Serbia. A stratified sampling method was used to obtain a representative sample. The Translation Integrity Procedure was followed to adapt the questionnaire to the Serbian language. The psychometric properties of the Serbian version of the eHLQ were analyzed through the examination of factorial structure, internal consistency, and test-retest reliability. Descriptive statistics were calculated to determine participant characteristics. Differences between groups were tested by the 2-tailed Students t test and ANOVA. Univariable and multivariable linear regression analyses were used to determine factors related to EHL. RESULTS: A total of 475 PHC users were enrolled. The mean age was 51.0 (SD 17.3; range 19-94) years, and most participants were female (328/475, 69.1%). Confirmatory factor analysis validated the 7-factor structure of the questionnaire. Values for incremental fit index (0.96) and comparative fit index (0.95) were above the cutoff of ≥0.95. The root mean square error of approximation value of 0.05 was below the suggested value of ≤0.06. Cronbach α of the entire scale was 0.95, indicating excellent scale reliability, with Cronbach α ranging from 0.81 to 0.90 for domains. The intraclass correlation coefficient ranged from 0.63 to 0.82, indicating moderate to good test-retest reliability. The highest EHL mean scores were obtained for the understanding of health concepts and language (mean 2.86, SD 0.32) and feel safe and in control (mean 2.89, SD 0.33) domains. Statistically significant differences (all P<.05) for all 7 eHLQ scores were observed for age, education, perceived material status, perceived health status, searching for health information on the internet, and occupation (except domain 4). In multivariable regression models, searching for health information on the internet and being aged younger than 65 years were associated with higher values of all domain scores except the domain feel safe and in control for variable age. CONCLUSIONS: This study demonstrates that the Serbian version of the eHLQ can be a useful tool in the measurement of EHL and in the planning of digital health interventions at the population and individual level due to its strong psychometric properties in the Serbian context.


Subject(s)
Primary Health Care , Telemedicine , Humans , Serbia , Primary Health Care/methods , Primary Health Care/statistics & numerical data , Adult , Female , Middle Aged , Surveys and Questionnaires/standards , Male , Telemedicine/methods , Telemedicine/statistics & numerical data , Translations , Young Adult , Aged , Health Literacy/statistics & numerical data , Psychometrics/methods , Reproducibility of Results
12.
BMJ Open ; 14(5): e077440, 2024 May 20.
Article in English | MEDLINE | ID: mdl-38772592

ABSTRACT

OBJECTIVE: To investigate health literacy (HL) and digital health literacy (eHL) among patients hospitalised in surgical and medical wards using a cluster analysis approach. DESIGN: Cross-sectional study using Ward's hierarchical clustering method to measure cluster adequacy by evaluating distances between cluster centroids (a measure of cohesion). Different distances produced different cluster solutions. SETTING AND PARTICIPANTS: The study was conducted at a Norwegian university hospital. A total of 260 hospitalised patients were enrolled between 24 May and 6 June 2021. DATA COLLECTION: All data were collected by self-reported questionnaires. Data on HL and eHL were collected by the Health Literacy Questionnaire (HLQ) and the eHealth Literacy Questionnaire (eHLQ). We also collected data on background characteristics, health status and patient diagnosis. RESULTS: We found six HLQ clusters to be the best solution of the sample, identifying substantial diversity in HL strengths and challenges. Two clusters, representing 21% of the total sample, reported the lowest HLQ scores in eight of nine HLQ domains. Compared with the other clusters, these two contained the highest number of women, as well as the patients with the highest mean age, a low level of education and the lowest proportion of being employed. One of these clusters also represented patients with the lowest health status score. We identified six eHL clusters, two of which represented 31% of the total sample with the lowest eHLQ scores in five of seven eHLQ domains, with background characteristics comparable to patients in the low-scoring HLQ clusters. CONCLUSIONS: This study provides new, nuanced knowledge about HL and eHL profiles in different clusters of patients hospitalised in surgical and medical wards. With such data, healthcare professionals can take into account vulnerable patients' HL needs and tailor information and communication accordingly.


Subject(s)
Health Literacy , Hospitalization , Humans , Health Literacy/statistics & numerical data , Female , Cross-Sectional Studies , Male , Middle Aged , Norway , Aged , Adult , Surveys and Questionnaires , Cluster Analysis , Hospitalization/statistics & numerical data , Telemedicine
13.
JMIR Mhealth Uhealth ; 12: e54124, 2024 May 02.
Article in English | MEDLINE | ID: mdl-38696773

ABSTRACT

BACKGROUND: Reproductive health literacy and menstrual health awareness play a crucial role in ensuring the health and well-being of women and people who menstruate. Further, awareness of one's own menstrual cycle patterns and associated symptoms can help individuals identify and manage conditions of the menstrual cycle such as premenstrual syndrome (PMS) and premenstrual dysphoric disorder (PMDD). Digital health products, and specifically menstrual health apps, have the potential to effect positive change due to their scalability and ease of access. OBJECTIVE: The primary aim of this study was to measure the efficacy of a menstrual and reproductive health app, Flo, in improving health literacy and health and well-being outcomes in menstruating individuals with and without PMS and PMDD. Further, we explored the possibility that the use of the Flo app could positively influence feelings around reproductive health management and communication about health, menstrual cycle stigma, unplanned pregnancies, quality of life, work productivity, absenteeism, and body image. METHODS: We conducted 2 pilot, 3-month, unblinded, 2-armed, remote randomized controlled trials on the effects of using the Flo app in a sample of US-based (1) individuals who track their cycles (n=321) or (2) individuals who track their cycles and are affected by PMS or PMDD (n=117). RESULTS: The findings revealed significant improvements at the end of the study period compared to baseline for our primary outcomes of health literacy (cycle tracking: D̄=1.11; t311=5.73, P<.001; PMS or PMDD: D̄=1.20; t115=3.76, P<.001) and menstrual health awareness (D̄=3.97; t311=7.71, P<.001), health and well-being (D̄=3.44; t311=5.94, P<.001), and PMS or PMDD symptoms burden (D̄=-7.08; t115=-5.44, P<.001). Improvements were also observed for our secondary outcomes of feelings of control and management over health (D̄=1.01; t311=5.08, P<.001), communication about health (D̄=0.93; t311=2.41, P=.002), menstrual cycle stigma (D̄=-0.61; t311=-2.73, P=.007), and fear of unplanned pregnancies (D̄=-0.22; t311=-2.11, P=.04) for those who track their cycles, as well as absenteeism from work and education due to PMS or PMDD (D̄=-1.67; t144=-2.49, P=.01). CONCLUSIONS: These pilot randomized controlled trials demonstrate that the use of the Flo app improves menstrual health literacy and awareness, general health and well-being, and PMS or PMDD symptom burden. Considering the widespread use and affordability of the Flo app, these findings show promise for filling important gaps in current health care provisioning such as improving menstrual knowledge and health. TRIAL REGISTRATION: OSF Registries osf.io/pcgw7; https://osf.io/pcgw7 ; OSF Registries osf.io/ry8vq; https://osf.io/ry8vq.


Subject(s)
Health Literacy , Mobile Applications , Humans , Female , Health Literacy/statistics & numerical data , Health Literacy/standards , Health Literacy/methods , Adult , Pilot Projects , Mobile Applications/standards , Mobile Applications/statistics & numerical data , Middle Aged , Quality of Life/psychology , Premenstrual Syndrome/psychology , Premenstrual Syndrome/therapy , Surveys and Questionnaires , Premenstrual Dysphoric Disorder/psychology , Premenstrual Dysphoric Disorder/therapy
14.
PLoS One ; 19(5): e0299007, 2024.
Article in English | MEDLINE | ID: mdl-38753850

ABSTRACT

BACKGROUND AND AIM: Health literacy (HL) is one of the effective factors in controlling the COVID-19 epidemic. Considering the high prevalence of COVID-19 disease, the present study aimed to determine the relationship between HL and the adoption of COVID-19 preventive behaviors. MATERIALS AND METHODS: This was a descriptive-cross sectional study conducted on 214 students selected by simple random sampling method in Esfarayen Faculty of Medical Sciences, Iran, in 2022. The data included demographic and background characteristics, health literacy for Iranian Adults (HELIA), and a valid and reliable questionnaire to measure COVID-19 preventive behaviors. The data were analyzed using SPSS 23, descriptive statistics, and ordinal logistic regression tests. RESULTS: The mean and standard deviation of the scores of adoption of COVID-19 preventive behaviors and HL among students were 18.18) 4.02(out of 25 and 72.14) and 12.75 (out of 100, respectively. The results of the logistic regression test showed that the HL (P = 0.003), gender (P<0.001), mother's education (P = 0.039), educational level (P = 0.031), smoking (P = 0.032), and physical activity (P = 0.007) were effective factors in adopting preventive behaviors. CONCLUSION: Adopting preventive behaviors against COVID-19 was lower among students with lower levels of health literacy, male students, students with less physical activity, students with illiterate mothers, undergraduate students, and finally smokers. Therefore, it is necessary to pay more attention to these students in designing educational programs. It is suggested to carry out more extensive studies to clarify the effect of HL on the adoption of COVID-19 preventive behaviors.


Subject(s)
COVID-19 , Health Behavior , Health Literacy , Humans , Health Literacy/statistics & numerical data , Male , Iran/epidemiology , COVID-19/prevention & control , COVID-19/epidemiology , COVID-19/psychology , Female , Cross-Sectional Studies , Adult , Surveys and Questionnaires , Young Adult , SARS-CoV-2 , Health Knowledge, Attitudes, Practice , Students/psychology , Adolescent
15.
BMC Public Health ; 24(1): 1469, 2024 May 31.
Article in English | MEDLINE | ID: mdl-38822283

ABSTRACT

BACKGROUND: Mental health literacy (MHL) is especially important for young people, but comprehensive studies on MHL in adolescents are limited, with no nationwide studies in Spain. This research aims to study MHL among Spanish adolescents and its relationship with sociodemographic factors. METHODS: An exploratory study is carried out using stratified random sampling in Spanish adolescents (N = 1000), aged 12-16 years and balanced in terms of gender, age and territorial distribution. Data collection took place in October and November 2023 through online surveys using the CAWI methodology. Sociodemographic variables, contact with mental health and the Spanish version of the Mental Health Literacy Questionnaire (MHLq-E), a self-administered instrument of 32 Likert-type items (1-5) that assesses the dimensions of help-seeking skills, knowledge about causes and symptoms, and stigma, were evaluated. Descriptive and multivariate analyses of variance (MANOVA) were conducted. RESULTS: In general, adequate levels of literacy were observed, although some aspects related to help-seeking towards teachers, stigmatising attitudes towards people of low economic status and knowledge of severe mental health problems could be improved. The results show contact with previous mental health problems as a key variable for stigma and knowledge about symptomatology together with age. Likewise, gender and family educational level were found to be related to the ability to seek professional help. CONCLUSION: This study provides information on levels of MHL among Spanish adolescents and highlights significant socio-demographic variables. These findings pave the way for interventions aimed at improving adolescents' understanding, attitudes and skills to manage mental health problems, making possible to adapt content and focus on specific groups, thus increasing its effectiveness.


Subject(s)
Health Literacy , Mental Health , Humans , Adolescent , Health Literacy/statistics & numerical data , Male , Female , Spain , Cross-Sectional Studies , Child , Surveys and Questionnaires , Health Knowledge, Attitudes, Practice , Social Stigma , Mental Disorders
16.
BMC Public Health ; 24(1): 1413, 2024 May 27.
Article in English | MEDLINE | ID: mdl-38802838

ABSTRACT

OBJECTIVE: To explore the factors affecting delayed medical decision-making in older patients with acute ischemic stroke (AIS) using logistic regression analysis and the Light Gradient Boosting Machine (LightGBM) algorithm, and compare the two predictive models. METHODS: A cross-sectional study was conducted among 309 older patients aged ≥ 60 who underwent AIS. Demographic characteristics, stroke onset characteristics, previous stroke knowledge level, health literacy, and social network were recorded. These data were separately inputted into logistic regression analysis and the LightGBM algorithm to build the predictive models for delay in medical decision-making among older patients with AIS. Five parameters of Accuracy, Recall, F1 Score, AUC and Precision were compared between the two models. RESULTS: The medical decision-making delay rate in older patients with AIS was 74.76%. The factors affecting medical decision-making delay, identified through logistic regression and LightGBM algorithm, were as follows: stroke severity, stroke recognition, previous stroke knowledge, health literacy, social network (common factors), mode of onset (logistic regression model only), and reaction from others (LightGBM algorithm only). The LightGBM model demonstrated the more superior performance, achieving the higher AUC of 0.909. CONCLUSIONS: This study used advanced LightGBM algorithm to enable early identification of delay in medical decision-making groups in the older patients with AIS. The identified influencing factors can provide critical insights for the development of early prevention and intervention strategies to reduce delay in medical decisions-making among older patients with AIS and promote patients' health. The LightGBM algorithm is the optimal model for predicting the delay in medical decision-making among older patients with AIS.


Subject(s)
Algorithms , Clinical Decision-Making , Ischemic Stroke , Humans , Aged , Female , Male , Cross-Sectional Studies , Logistic Models , Ischemic Stroke/therapy , Middle Aged , Aged, 80 and over , Health Literacy/statistics & numerical data
17.
Front Public Health ; 12: 1367947, 2024.
Article in English | MEDLINE | ID: mdl-38807994

ABSTRACT

Background: Cancer literacy as a potential health intervention tool directly impacted the success of cancer prevention and treatment initiatives. This study aimed to evaluate the cancer literacy in Northeast China, and explore the factors contributing to urban-rural disparities. Methods: A cross-sectional survey was conducted in 14 cities across Liaoning Province, China, from August to October 2021, using the multistage probability proportional to size sampling (PPS) method. The survey comprised 4,325 participants aged 15-69 and encompassed 37 core knowledge-based questions spanning five dimensions. Associations between sociodemographic factors and the cancer literacy rate were evaluated using chi-square tests and multivariate logistic regression model. Results: The overall cancer literacy rate was 66.9% (95% CI: 65.6-68.2%). In the primary indicators, cancer literacy were highest in treatment (75.8, 95% CI: 74.2-77.4%) and early detection (68.2, 95% CI: 66.8-69.6%), followed by basic knowledge (67.2, 95% CI: 65.8-68.6%), recovery (62.6, 95% CI: 60.7-64.5%) and prevention (59.7, 95% CI: 58.2-61.3%). Regarding secondary indicators, the awareness rates regarding cancer-related risk factors (54.7, 95% CI: 52.8-56.5%) and early diagnosis of cancer (54.6, 95% CI: 52.7-56.6%) were notably inadequate. Rural participates exhibited lower cancer literacy across all dimensions compared to urban. Multi-factor analysis showed that factors such as advanced age, limited education or low household income were barriers to health literacy in rural areas. Conclusion: Strengthening awareness concerning prevention and early detection, particularly among key populations, and bridging the urban-rural cancer literacy gap are imperative steps toward achieving the Healthy China 2030 target.


Subject(s)
Early Detection of Cancer , Health Knowledge, Attitudes, Practice , Health Literacy , Neoplasms , Rural Population , Urban Population , Humans , Cross-Sectional Studies , China , Female , Middle Aged , Adult , Male , Health Literacy/statistics & numerical data , Rural Population/statistics & numerical data , Urban Population/statistics & numerical data , Adolescent , Aged , Neoplasms/prevention & control , Neoplasms/diagnosis , Early Detection of Cancer/statistics & numerical data , Young Adult , Surveys and Questionnaires
18.
Front Public Health ; 12: 1385713, 2024.
Article in English | MEDLINE | ID: mdl-38689764

ABSTRACT

Introduction: While telemedicine offers significant benefits, there remain substantial knowledge gaps in the literature, particularly regarding its use in Saudi Arabia. This study aims to explore health consumers' behavioral intention to use telemedicine examining the associated factors such as eHealth literacy and attitudes toward telemedicine services. Methods: A cross-sectional observational study was conducted to collect data on demographics, health status, internet skills, attitudes toward telemedicine, and eHealth literacy. An online survey was administered at two large public gatherings in Riyadh. The eHEALS-Pl scale was used to measure perceived eHealth literacy levels, and data analysis was performed using SPSS (IBM Corp. United States). Results: There were 385 participants, with an equal distribution of genders. The largest age group was 18-20 years old (57%). Nearly half of the participants were neither employed nor students, while 43% had access to governmental hospitals through employment. 71% reported proficiency in using the internet. Health-wise, 47% rated their health as excellent, and 56% did not have medical insurance. 87% expressed a high likelihood of using telemedicine if offered by a provider. Participants were categorized based on their eHealth Literacy scores, with 54% scoring low and 46% scoring high. Overall, participants showed positive attitudes toward telemedicine, with 82% agreeing that it saves time, money, and provides access to specialized care. About half of the participants perceived the process of seeing a doctor through telemedicine video as complex. Both eHealth Literacy and attitudes toward telemedicine showed a statistically significant association with the intention to use telemedicine (p < 0.001). There was a positive and significant correlation between eHealth Literacy and attitudes (ρ =0.460; p < 0.001). Multivariate ordinal regression analysis revealed that the odds for a high likelihood of intention to use telemedicine significantly increased with positive attitudes (p < 0.001). Mediation analysis confirmed the significant mediating role of attitudes toward telemedicine in the relationship between eHealth Literacy and the intention to use telemedicine. Conclusion: The findings underline the importance of enhancing health literacy and consumer attitudes toward telemedicine, particularly during the healthcare digital transformation we are experiencing globally. This is crucial for promoting increased acceptance and utilization of telemedicine services beyond the COVID-19 pandemic.


Subject(s)
COVID-19 , Health Literacy , Intention , Telemedicine , Humans , Telemedicine/statistics & numerical data , Saudi Arabia , Cross-Sectional Studies , Female , Male , Adult , Adolescent , Young Adult , Health Literacy/statistics & numerical data , Middle Aged , Surveys and Questionnaires , SARS-CoV-2
19.
Health Lit Res Pract ; 8(2): e79-e88, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38713899

ABSTRACT

Adult health outcomes are linked to childhood factors such as socioeconomic status via cultural health capital (CHC). Specifically, these factors shape opportunities for developing skills for navigating health environments via experience and the intergenerational transfer of health-related knowledge and skills. Health literacy (HL) is considered a part of and/or result of CHC. HL develops similarly to CHC via opportunities and experiences. Most research to date has ignored the effect of childhood factors on adult HL. The purpose of this study was to explore how childhood factors are related to adult HL. Data were collected from adults (N = 736, mean age = 40.65 years, standard deviation [SD] = 15.39; 52% female; 53.8% White, 31.3% Hispanic and Latino/a/e) in the United States using Qualtrics Panel. Multivariate ordinal and binary logistic regressions predicting HL (as measured by the Newest Vital Sign and Single-Item Literacy Scale) from childhood factors and accounting for demographic covariates were estimated. After accounting for covariates, such as the presence of an employed adult in a white-collar (odds ratio [OR] = 3.34) or blue-collar (OR = 3.68) occupation (versus unknown/not employed) increased the odds of being categorized as possible limited literacy and adequate literacy (versus limited literacy) as measured by the Newest Vital Sign. Similarly, having an employed adult during childhood who had a blue-collar occupation (vs. unknown/not employed) increased the odds of being categorized as adequate literacy (OR = 2.06) as measured by the Single-Item Literacy Scale. Because the adult's employment played a role in the child's adult HL after accounting for other factors and demographics, these findings support using a lifespan approach to assess and identify risk factors for lower HL. This study contributes to the growing body of evidence of how HL is interconnected with social determinants of health across the lifespan and the need to address HL skills in those with poor social determinants of health. [HLRP: Health Literacy Research and Practice. 2024;8(2):e79-e88.].


PLAIN LANGUAGE SUMMARY: Childhood conditions, such as family financial position, may be related to adult health literacy. Adults who had limited income as children were more likely to have lower health literacy than those whose family members had white-collar and blue-collar jobs. Therefore, it is important that childhood factors be considered when identifying groups that may benefit from health literacy interventions.


Subject(s)
Health Literacy , Humans , Health Literacy/statistics & numerical data , Health Literacy/methods , Female , Male , Adult , Middle Aged , United States , Social Class
20.
Health Lit Res Pract ; 8(2): e69-e78, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38713898

ABSTRACT

BACKGROUND: Research indicates that the effectiveness of coronavirus disease 2019 (COVID-19) physical distancing mandates is influenced by several individual factors, including health literacy; internal health locus of control (IHLOC), the belief that physical distancing can reduce COVID-19 risk; social norms; self-efficacy; and perceptions of the benefits and barriers associated with distancing. However, further investigation is needed to understand the links between these factors and compliance intentions. OBJECTIVE: This study investigates the mechanism linking these factors with the intentions to comply with physical distancing mandates. METHODS: A total of 759 participants (Mean age = 29.13, standard deviation [SD] = 8.33; 68.5% women) were surveyed online from September 2020 to October 2020. Data were analyzed using ANOVA (analysis of variance) and structural equation modeling. KEY RESULTS: Health literacy was associated with more perceived benefits (ß = .175, p = .001), greater self-efficacy (ß = .193, p < .001), and less perceived barriers (ß = -.391, p < .001). IHLOC was significantly associated with greater perceived benefits (ß = .156, p = .007) and self-efficacy (ß = .294, p < .001). Family descriptive norms were significantly associated with fewer perceived barriers (ß = -.276, p < .001), while injunctive norms were associated with more perceived benefits (ß = .202, p = .001) and higher self-efficacy (ß = .299, p < .001). Intentions to adhere to physical distancing mandates were significantly associated with past compliance (ß = .427, p < .001) and perceived barriers (ß = -.205, p < .001) and benefits (ß = .295, p < .001). Post-hoc mediation analyses revealed several small yet significant indirect effects, highlighting the complex pathways shaping adherence intentions. CONCLUSIONS: This study identifies how health literacy, IHLOC, social norms, perceived benefits and barriers, and self-efficacy intricately shape intentions to comply with physical distancing mandates. These findings offer valuable implications for public health policy and interventions. [HLRP: Health Literacy Research and Practice. 2024;8(2):e69-e78.].


PLAIN LANGUAGE SUMMARY: This study examined the factors associated with Omanis' intentions to comply with physical distancing mandates during COVID-19. Results revealed that individuals with higher health literacy perceived fewer barriers and more benefits to physical distancing, making them more willing to comply with mandates. Those who believed their actions could reduce the risk of contracting the virus also reported greater benefits and were more likely to comply.


Subject(s)
COVID-19 , Health Literacy , Internal-External Control , Physical Distancing , Self Efficacy , Humans , Health Literacy/statistics & numerical data , COVID-19/prevention & control , COVID-19/psychology , COVID-19/epidemiology , Female , Male , Adult , Oman , Intention , SARS-CoV-2 , Young Adult , Middle Aged , Surveys and Questionnaires , Social Norms
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