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Keywords = S-TOFHLA

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15 pages, 1069 KB  
Article
Psychological Impact of AI-Simplified Brain MRI Reports: A Randomized Trial of Patient Understanding, Anxiety, and Health Literacy
by Mohammad Alarifi, Jake Luo, Abdulrahman Jabour, Yazeed Alashban, Haitham Alahmad, Alhanouf Alshedi and Mansour Almanaa
J. Clin. Med. 2026, 15(11), 4158; https://doi.org/10.3390/jcm15114158 - 28 May 2026
Viewed by 477
Abstract
Background/Objectives: Immediate patient access to radiology reports has increased the need for communication that patients can understand, yet it remains unclear whether simplifying report language improves comprehension without worsening psychological distress. This study aimed to determine whether AI-based simplification of a brain [...] Read more.
Background/Objectives: Immediate patient access to radiology reports has increased the need for communication that patients can understand, yet it remains unclear whether simplifying report language improves comprehension without worsening psychological distress. This study aimed to determine whether AI-based simplification of a brain MRI report improves patient understanding, to assess whether anxiety differs between standard and AI-simplified reports, and to examine the relationships among anxiety, report understanding, and health literacy. Methods: We conducted a minimal-risk, survey-based randomized experimental study using Qualtrics and Amazon Mechanical Turk. A total of 803 participants were randomized 1:1 to view either an original radiology report (control, n = 402) or an AI-simplified version of the same report (intervention, n = 401). The stimulus was a single de-identified brain MRI/MRV report. Primary outcomes were report understanding and post-exposure anxiety, and secondary measures included radiology literacy and general health literacy assessed with the Short Test of Functional Health Literacy in Adults (S-TOFHLA). Between-group differences were analyzed using Mann–Whitney U tests, and associations between variables were examined using correlation analyses. Results: Participants who received the AI-simplified report achieved significantly higher understanding scores than those who viewed the original report (mean 5.78 ± 1.31 vs. 5.61 ± 1.49; p = 0.007). Anxiety scores were similar between groups (mean 3.24 ± 0.84 vs. 3.23 ± 0.85; p = 0.103). A positive correlation was observed between anxiety and general health literacy (r = 0.283, p < 0.001), and report understanding was also positively correlated with anxiety (r = 0.182, p < 0.001). Age was negatively associated with anxiety, whereas income showed a weak positive association. Conclusions: AI-based simplification improved patient understanding of radiology reports but did not reduce anxiety. Greater understanding was associated with higher anxiety, suggesting that clearer language alone may be insufficient to address the emotional burden of reading radiology results without clinical context or reassurance. Full article
(This article belongs to the Section Nuclear Medicine & Radiology)
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13 pages, 519 KB  
Article
Gender Differences in the Relationship Between Health Literacy and Stress Among Caregivers of Older Adults with Dementia
by Chiara Lorini, Rita Manuela Bruno, Enrico Mossello, Yari Longobucco, Primo Buscemi, Annamaria Schirripa, Barbara Giammarco, Giuseppe Albora, Duccio Giorgetti, Massimiliano Alberto Biamonte, Letizia Fattorini, Gemma Giusti, Lisa Rigon, Giulia Rivasi, Andrea Ungar and Guglielmo Bonaccorsi
Healthcare 2025, 13(23), 3064; https://doi.org/10.3390/healthcare13233064 - 26 Nov 2025
Cited by 1 | Viewed by 935
Abstract
Background/Objectives: This study aims to investigate the association between health literacy (HL) and stress among family caregivers of older adults with dementia. Methods: Older adults and their caregivers were recruited from the geriatric outpatient memory clinic of an Italian hospital. Caregiver stress was [...] Read more.
Background/Objectives: This study aims to investigate the association between health literacy (HL) and stress among family caregivers of older adults with dementia. Methods: Older adults and their caregivers were recruited from the geriatric outpatient memory clinic of an Italian hospital. Caregiver stress was assessed using the General Health Questionnaire-12 items (GHQ-12). HL was measured using the Newest Vital Sign (NVS) and the Short Form of the Test of Functional Health Literacy in Adults (S-TOFHLA). Results: A total of 170 (71% females) caregivers, including spouses and offspring, were included in the analysis. According to the NVS, 53% demonstrated adequate HL, while 83% achieved adequate scores on the S-TOFHLA. The median GHQ-12 score was 15, with 48% presenting a score above 14, indicating higher stress levels; women reported significantly higher GHQ-12 scores than men. In a multivariate linear regression analysis adjusted for sex, education, and number of care tasks provided, the S-TOFHLA score showed a borderline association with the GHQ-12 score (B = −1.45; p = 0.064). When characteristics of the care-recipient were added to the model, the S-TOFHLA score emerged as an independent predictor of the GHQ-12 score (B = −1.41; p = 0.048), along with female caregiver sex and behavioral and psychological symptoms in the care-recipients. Exploratory analysis suggested that the association between HL and stress was present among male but not female caregivers. Conclusions: HL was associated with psychological stress in caregivers of older adults with dementia, with the relationship appearing more pronounced among male caregivers. Full article
(This article belongs to the Special Issue Aging and Older Adults’ Healthcare)
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33 pages, 1924 KB  
Review
Assessment Tools for Measuring Health Literacy and Digital Health Literacy in a Hospital Setting: A Scoping Review
by Eline M. Dijkman, Wouter W. M. ter Brake, Constance H. C. Drossaert and Carine J. M. Doggen
Healthcare 2024, 12(1), 11; https://doi.org/10.3390/healthcare12010011 - 20 Dec 2023
Cited by 51 | Viewed by 18187
Abstract
Assessment of (digital) health literacy in the hospital can raise staff awareness and facilitate tailored communication, leading to improved health outcomes. Assessment tools should ideally address multiple domains of health literacy, fit to the complex hospital context and have a short administration time, [...] Read more.
Assessment of (digital) health literacy in the hospital can raise staff awareness and facilitate tailored communication, leading to improved health outcomes. Assessment tools should ideally address multiple domains of health literacy, fit to the complex hospital context and have a short administration time, to enable routine assessment. This review aims to create an overview of tools for measuring (digital) health literacy in hospitals. A search in Scopus, PubMed, WoS and CINAHL, following PRISMA guidelines, generated 7252 hits; 251 studies were included in which 44 assessment tools were used. Most tools (57%) were self-reported and 27% reported an administration time of <5 min. Almost all tools addressed the domain ‘understanding’ (98%), followed by ‘access’ (52%), ‘apply’ (50%), ‘appraise’ (32%), ‘numeracy’ (18%), and ‘digital’ (18%). Only four tools were frequently used: the Newest Vital Sign (NVS), the Short Test of Functional Health Literacy for Adults ((S)TOFHLA), the Brief Health Literacy Screener (BHLS), and the Health Literacy Questionnaire (HLQ). While the NVS and BHLS have a low administration time, they cover only two domains. HLQ covers the most domains: access, understanding, appraise, and apply. None of these four most frequently used tools measured digital skills. This review can guide health professionals in choosing an instrument that is feasible in their daily practice, and measures the required domains. Full article
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13 pages, 304 KB  
Article
Does Health Literacy Reinforce Disease Knowledge Gain? A Prospective Observational Study of Hungarian COPD Patients
by Orsolya Papp-Zipernovszky, Márta Csabai, Peter J. Schulz and János T. Varga
J. Clin. Med. 2021, 10(17), 3990; https://doi.org/10.3390/jcm10173990 - 3 Sep 2021
Cited by 9 | Viewed by 3572
Abstract
We set out to measure the health literacy (HL) of COPD patients using the Short Test of Functional Health Literacy (S-TOFHLA), perception-based screening questions (BHLS), and a specific disease knowledge test (COPD-Q). Our main focus is the relationship between functional HL and patients’ [...] Read more.
We set out to measure the health literacy (HL) of COPD patients using the Short Test of Functional Health Literacy (S-TOFHLA), perception-based screening questions (BHLS), and a specific disease knowledge test (COPD-Q). Our main focus is the relationship between functional HL and patients’ disease-knowledge, which contributes to the clarification of the relationship between the different kinds of HL. In two prospective observational studies, 151 COPD patients (80 males, mean age: 62 ± 9 years) completed a questionnaire containing HL measurements, psychological tests (e.g., the Self-Control and Self-Management Scale), and questions regarding subjective health status. Medical data of the patients from the MedSole system were added. The HL scores of the COPD patients were compared to a representative sample using a t-test. Furthermore, correlations of HL with demographic, psychological, and medical variables were calculated within the patient group. The relations among the different HL measurements were tested by chi-square trials. COPD patients had significantly lower HL, as measured by S-TOFHLA. Younger and higher educated patients possessed higher S-TOFHLA scores. Unlike the demographic variables, general self-management showed significant correlations with both BHLS and with COPD-Q. Out of the medical variables, objective health status was associated with BHLS and COPD-Q. Neither BHLS nor S-TOFHLA had a correlation with COPD-Q, but they correlated with each other. We found S-TOFHLA to be a better tool in the medical context. There is a clear gap between self-perceived/functional HL and the necessary disease knowledge. Rehabilitation care for patients with lower HL was more advantageous. Full article
(This article belongs to the Special Issue Living with Chronic Obstructive Pulmonary Disease)
14 pages, 398 KB  
Article
Building a House of Skills—A Study of Functional Health Literacy and Numeracy among Patients with Type 2 Diabetes in Hungary
by Andrea Klinovszky, Orsolya Papp-Zipernovszky and Norbert Buzás
Int. J. Environ. Res. Public Health 2021, 18(4), 1547; https://doi.org/10.3390/ijerph18041547 - 6 Feb 2021
Cited by 15 | Viewed by 4231
Abstract
The purpose of this study is to explore functional health literacy (FHL) and numeracy skills in an insulin-treated, type 2 diabetes mellitus (T2DM) patient population, and their impact on diabetes self-care activities. A non-experimental, cross-sectional quantitative design was used for this study. The [...] Read more.
The purpose of this study is to explore functional health literacy (FHL) and numeracy skills in an insulin-treated, type 2 diabetes mellitus (T2DM) patient population, and their impact on diabetes self-care activities. A non-experimental, cross-sectional quantitative design was used for this study. The sample consisted of 102 T2DM patients on insulin therapy, including 42 males and 60 females, with a mean age of 64.75 years (SD = 9.180) and an average diabetes duration of 10.76 years (SD = 6.702). Independent variables were sociodemographic variables (e.g., age, educational level, etc.) and diabetes and health-related factors (e.g., duration of diabetes (years), the frequency of blood glucose testing/day, etc.). For this study, the participants completed the reading comprehension exercise from the Short Test of Functional Health Literacy (S-TOFHLA) and the Shortened Version of the Diabetes Numeracy Test (DNT-15), which specifically evaluates the numeracy skills of patients living with diabetes. The associations between the variables were examined with Spearman’s rank correlation. Multivariate regression analysis was performed to examine whether measured FHL skills impact diabetes self-care activities. We found that DNT-15 test (β = 0.174, t(96) = 2.412, p < 0.018) had significant effect on the frequency of blood glucose testing/day. Moreover, the problem areas for patients with T2DM mostly included multi-step calculations according to food label interpretations, and adequate insulin dosage based on current blood glucose levels and carbohydrate intake. The results of regression analyses and Spearman’s rank correlation indicated that limited FHL and diabetes numeracy skills not only influenced the participants’ behaviors related to self-management, but they also affected their health outcomes. Thus, besides the personalization of insulin treatment, it is indispensable to provide more precise information on different types of insulin administration and more refined educational materials based on medical nutrition therapy. Full article
(This article belongs to the Special Issue Health Literacy, Patient Empowerment and Preventive Medicine)
14 pages, 927 KB  
Article
Association of Health Literacy and Nutritional Status Assessment with Glycemic Control in Adults with Type 2 Diabetes Mellitus
by Saman Agad Hashim, Mohd Yusof Barakatun-Nisak, Hazizi Abu Saad, Suriani Ismail, Osama Hamdy and Abbas Ali Mansour
Nutrients 2020, 12(10), 3152; https://doi.org/10.3390/nu12103152 - 15 Oct 2020
Cited by 33 | Viewed by 5945
Abstract
While the role of medical and nutrition factors on glycemic control among adults with type 2 diabetes mellitus (T2DM) has been well-established, the association between health literacy (H.L.) and glycemic control is inconsistent. This study aims to determine the association of H.L. and [...] Read more.
While the role of medical and nutrition factors on glycemic control among adults with type 2 diabetes mellitus (T2DM) has been well-established, the association between health literacy (H.L.) and glycemic control is inconsistent. This study aims to determine the association of H.L. and nutritional status assessments with glycemic control in adults with type 2 diabetes mellitus. A total of 280 T2DM respondents (mean (SD) age = 49.7 (10.3) years, Glycated hemoglobin (HbA1c) = 9.9 (2.6) %, and Body Mass Index = 32.7 (15.1) kg/m2) were included in this study. A short-form Test of Functional Health Literacy in Adults (S-TOFHLA) assessed the H.L. levels. Nutritional status assessments included client history, glycemic control, anthropometric, and biochemical data. The mean (S.D.) H.L. score was 45.7 (24.6), with 56% of the respondents had inadequate H.L. Inadequate H.L. was more common among those females; housewives, low education, received oral antidiabetic therapy, and shorter diabetes duration. Respondents with inadequate H.L. were significantly older and had higher HbA1c than those with marginal and adequate H.L. Meanwhile, respondents with inadequate and marginal H.L. levels had significantly higher total cholesterol, LDL-cholesterol, and systolic blood pressure than the respondents with adequate H.L. Low H.L. scores, self-employment status, received dual antidiabetic therapy (insulin with oral agents), received insulin alone, and had higher fasting blood glucose explained about 21% of the total variation in HbA1c (adjusted R2 = 0.21; p < 0.001). Respondents with inadequate H.L. had poor glycemic control. The H.L. scores, together with nutritional status assessments, were the factors that predicted poor glycemic control among adults with T2DM. Full article
(This article belongs to the Section Nutritional Epidemiology)
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11 pages, 319 KB  
Article
Cross-Cultural Adaptation and Validation of Oral Health Literacy Instrument (OHLI) for Malaysian Adults
by Muhammad Zulkefli Ramlay, Norkhafizah Saddki, Mon Mon Tin-Oo and Wan Nor Arifin
Int. J. Environ. Res. Public Health 2020, 17(15), 5407; https://doi.org/10.3390/ijerph17155407 - 28 Jul 2020
Cited by 15 | Viewed by 4096
Abstract
Currently, the availability of a functional oral health literacy instrument in the Malay language is limited. This study aimed to cross-culturally adapt Oral Health Literacy Instrument (OHLI) into the Malay language and to determine its psychometric properties in Malaysian adults. Cross-cultural adaptation of [...] Read more.
Currently, the availability of a functional oral health literacy instrument in the Malay language is limited. This study aimed to cross-culturally adapt Oral Health Literacy Instrument (OHLI) into the Malay language and to determine its psychometric properties in Malaysian adults. Cross-cultural adaptation of the OHLI into the Malay version (OHLI-M) was conducted according to a guideline, followed by a cross-sectional study among outpatients in a selected health clinic. The psychometric evaluations were the comparison of the OHLI-M scores by education levels and last dental visits, the correlation of the reading comprehension section of OHLI-M with the Malay version of the Short Test of Functional Health Literacy in Adults (S-TOFHLA-M), the correlation of OHLI-M with decayed, missing, and filled teeth (DMFT) and Community Periodontal Index (CPI), and the test-retest reliability of OHLI-M. A total of 195 outpatients participated in this study. The OHLI-M scores were significantly different between participants with different levels of education and timing since last dental visit. Participants with lower secondary school qualification and below, and those whose last dental visit was more than two years ago or never, had significantly lower OHLI-M scores. There was a positive correlation between the reading comprehension scores of the OHLI-M and the S-TOFHLA-M (Spearman’s rho = 0.37, p < 0.001). There was no significant correlation between the OHLI-M scores and the DMFT index scores or the CPI scores. The internal consistency was good (Cronbach’s alpha = 0.83 to 0.88). The test-retest reliability was excellent (intraclass correlation = 0.80 to 0.86). The OHLI-M showed good validity and reliability among adults in Malaysia. Full article
(This article belongs to the Special Issue Community Dental Care)
17 pages, 768 KB  
Review
The Agreement between Patients’ and Healthcare Professionals’ Assessment of Patients’ Health Literacy—A Systematic Review
by Mona Voigt-Barbarowicz and Anna Levke Brütt
Int. J. Environ. Res. Public Health 2020, 17(7), 2372; https://doi.org/10.3390/ijerph17072372 - 31 Mar 2020
Cited by 40 | Viewed by 7983
Abstract
Healthcare professionals (HCPs) can play a key role in promoting health literacy (HL) in patients to help them navigate the healthcare system effectively. This involves assisting patients to locate, comprehend and evaluate health information. HCPs should assess patients’ health literacy needs and check [...] Read more.
Healthcare professionals (HCPs) can play a key role in promoting health literacy (HL) in patients to help them navigate the healthcare system effectively. This involves assisting patients to locate, comprehend and evaluate health information. HCPs should assess patients’ health literacy needs and check the patient´s understanding to communicate adequate health information. This review investigates the agreement between the patients’ and HCPs assessment of patients’ HL. A systematic literature search in PubMed, Scopus, PsycINFO, CINAHL and the Cochrane Library was performed in November 2019. The search yielded 6762 citations, seven studies met the inclusion criteria. The following HL measurement instruments were completed by the patients in the included studies: REALM (n = 2), REALM-R (n = 1), S-TOFHLA (n = 1), NVS (n = 1), SILS (n = 1), HLSI-SF (n = 1) and HLS-EU-Q16 (n = 1). The HCPs assessed patients’ HL by answering questions that reflect the content of standardized tools. Six studies reported that a high proportion of patients assigned to have HL needs based on their self-report were overestimated by their HCPs in terms of the HL level. The results demonstrated that HCPs had difficulty determining patients’ HL adequately. Differences between the HL estimation of HCPs and the actual HL skills of patients might lead to communication problems. Full article
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12 pages, 473 KB  
Article
Health Literacy: Current Status and Challenges in the Work of Family Doctors in Bosnia and Herzegovina
by Nevena Todorovic, Aleksandra Jovic-Vranes, Bosiljka Djikanovic, Natasa Pilipovic-Broceta, Nadja Vasiljevic and Maja Racic
Int. J. Environ. Res. Public Health 2019, 16(8), 1324; https://doi.org/10.3390/ijerph16081324 - 12 Apr 2019
Cited by 11 | Viewed by 3973
Abstract
Health literacy (HL) has become an important area of research. The aim of this study was to evaluate the HL of primary healthcare patients in the Republic of Srpska (RS), Bosnia and Herzegovina (B&H) and to identify socioeconomic and health factors associated with [...] Read more.
Health literacy (HL) has become an important area of research. The aim of this study was to evaluate the HL of primary healthcare patients in the Republic of Srpska (RS), Bosnia and Herzegovina (B&H) and to identify socioeconomic and health factors associated with HL. This cross-sectional study among 768 patients was conducted in two healthcare centres between March and May 2017, using the Short Test of Functional Health Literacy in Adults (S-TOFHLA). Analysis was done using descriptive and inferential statistics (a chi-squared test and logistic regression). Inadequate and marginal HL was found in 34,6% of respondents. Socioeconomic and self-reported health factors were significantly related to HL. An age of 55 years and over (OR 1.02), living in a rural environment (OR 2.25), being divorced (OR 3.32), being insufficiently physically active (OR 1.29), having poor income (OR 1.96), having more than three chronic diseases (OR 1.94), and poor health (OR 1.59) were significantly corelated with inadequate and marginal HL. The results of our study indicate that a low level of HL is related to the elderly, having a divorce, having a rural residence, poor income, having more than three chronic diseases, poor health, and insufficient physical activity. Further evaluation, monitoring, and activities to improve HL are of great importance for patients’ health outcomes. Full article
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13 pages, 342 KB  
Article
Understanding of Information about Medicines Use among Parents of Pre-School Children in Serbia: Parental Pharmacotherapy Literacy Questionnaire (PTHL-SR)
by Stana Ubavić, Nataša Bogavac-Stanojević, Aleksandra Jović-Vraneš and Dušanka Krajnović
Int. J. Environ. Res. Public Health 2018, 15(5), 977; https://doi.org/10.3390/ijerph15050977 - 14 May 2018
Cited by 16 | Viewed by 5052
Abstract
Parental health literacy plays an important role in children’s health. Experiences from pharmacy practice show that is necessary to check if parents understand instructions about use of medicines for children. This study aimed to assess pharmacotherapy literacy of parents of pre-school children and [...] Read more.
Parental health literacy plays an important role in children’s health. Experiences from pharmacy practice show that is necessary to check if parents understand instructions about use of medicines for children. This study aimed to assess pharmacotherapy literacy of parents of pre-school children and to examine association of parental pharmacotherapy literacy level with parent’s socio-demographic characteristics. The study was cross-sectional, conducted among parents of pre-school children (1–7 years of age), in kindergartens in several municipalities of Belgrade, Serbia, during regular parents meetings, from May to October 2016. Functional health literacy was measured by the Serbian version of the Short Test of Functional Health Literacy in Adults (S-TOFHLA). Parental pharmacotherapy literacy was assessed with newly constructed PTHL-SR questionnaire with good psychometric characteristics (Parental pharmacotherapy literacy questionnaire—Serbian). Overall, 813 parents participated in the study, mostly females (81.30%), between 30 to 40 years of age (70.85%) with two children (56.70%). Almost all of our study participants (99%) had adequate health literacy as assessed by S-TOFHLA. Mean score on PTHL-SR was 72.83% (standard deviation was 13.37), with better results among females than males (72% of women were in the group of highest PTHL-SR results). Our study showed that many parents (76.5%) knew the appropriate usage of non-prescription medicine for children, 57.2% parents were able to correctly calculate the dose of oral syrup for a child, and only 43.3% were able to interpret non-prescription dosage information written on the package. The majority of parents (61.3%) would make a dosage to child based on age and not on their weight. Every fifth parent with adequate functional health literacy measured by S-TOFHLA test, achieved the lowest results measured by PTHL-SR. Higher performance of the PTHL-SR was significantly correlated with education (p < 0.001), female sex (p < 0.001), married parents and those living in common-law (p < 0.001), older parents (p < 0.05) and parents who have more children (p < 0.05), and are non-smokers (p < 0.05). These results provide evidence that limitations in understanding common information about use of medicines are widespread among parents of pre-school children and encourage efforts for further investigation. PTHL-SR questionnaire may be a useful tool for identification of parents who need more instructions and assistance from healthcare providers, above all in providing better communication, written or spoken at community pharmacy settings. Full article
(This article belongs to the Special Issue Health Literacy in Context—Settings, Media, and Populations)
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