To maintain their own health and the health of their families and communities, consumers rely heavily on the health information that is available to them. This information is at the core of the partnerships that patients and their families forge with today?s complex modern health systems. This information may be provided in a variety of forms ? ranging from a discussion between a patient and a health care provider to a health promotion advertisement, a consent form, or one of many other forms of health communication common in our society. Yet millions of Americans cannot understand or act upon this information. To address this problem, the field of health literacy brings together research and practice from diverse fields including education, health services, and social and cultural sciences, and the many organizations whose actions can improve or impede health literacy. Health Literacy: Prescription to End Confusion examines the body of knowledge that applies to the field of health literacy, and recommends actions to promote a health literate society. By examining the extent of limited health literacy and the ways to improve it, we can improve the health of individuals and populations.

Health literacy : a prescription to end confusion

Health literacy has been associated with health-related knowledge and patient comprehension. This systematic review updates a 2004 review and found 96 eligible studies that suggest that low health ...

Low Health Literacy and Health Outcomes: An Updated Systematic Review

OBJECTIVE: To review the relationship between literacy and health outcomes DATA SOURCES: We searched MEDLINE, Cumulative Index to Nursing and Allied Health (CINAHL), Educational Resources Information Center (ERIC), Public Affairs Information Service (PAIS), Industrial and Labor Relations Review (ILLR), PsychInfo, and Ageline from 1980 to 2003 STUDY SELECTION: We included observational studies that reported original data, measured literacy with any valid instrument, and measured one or more health outcomes Two abstractors reviewed each study for inclusion and resolved disagreements by discussion DATA EXTRACTION: One reviewer abstracted data from each article into an evidence table; the second reviewer checked each entry The whole study team reconciled disagreements about information in evidence tables Both data extractors independently completed an 11-item quality scale for each article; scores were averaged to give a final measure of article quality DATA SYNTHESIS: We reviewed 3,015 titles and abstracts and pulled 684 articles for full review; 73 articles met inclusion criteria and, of those, 44 addressed the questions of this report Patients with low literacy had poorer health outcomes, including knowledge, intermediate disease markers, measures of morbidity, general health status, and use of health resources Patients with low literacy were generally 15 to 3 times more likely to experience a given poor outcome The average quality of the articles was fair to good Most studies were cross-sectional in design; many failed to address adequately confounding and the use of multiple comparisons CONCLUSIONS: Low literacy is associated with several adverse health outcomes Future research, using more rigorous methods, will better define these relationships and guide developers of new interventions

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Literacy and health outcomes

ContextHealth literacy is a measure of patients' ability to read, comprehend,
and act on medical instructions. Poor health literacy is common among racial
and ethnic minorities, elderly persons, and patients with chronic conditions,
particularly in public-sector settings. Little is known about the extent to
which health literacy affects clinical health outcomes.ObjectivesTo examine the association between health literacy and diabetes outcomes
among patients with type 2 diabetes.Design, Setting, and ParticipantsCross-sectional observational study of 408 English- and Spanish-speaking
patients who were older than 30 years and had type 2 diabetes identified from
the clinical database of 2 primary care clinics of a university-affiliated
public hospital in San Francisco, Calif. Participants were enrolled and completed
questionnaires between June and December 2000. We assessed patients' health
literacy by using the short-form Test of Functional Health Literacy in Adults
(s-TOFHLA) in English or Spanish.Main Outcome MeasuresMost recent hemoglobin A1c (HbA1c) level. Patients
were classified as having tight glycemic control if their HbA1c
was in the lowest quartile and poor control if it was in the highest quartile.
We also measured the presence of self-reported diabetes complications.ResultsAfter adjusting for patients' sociodemographic characteristics, depressive
symptoms, social support, treatment regimen, and years with diabetes, for
each 1-point decrement in s-TOFHLA score, the HbA1c value increased
by 0.02 (P = .02). Patients with inadequate health
literacy were less likely than patients with adequate health literacy to achieve
tight glycemic control (HbA1c ≤7.2%; adjusted odds ratio [OR],
0.57; 95% confidence interval [CI], 0.32-1.00; P
= .05) and were more likely to have poor glycemic control (HbA1c ≥9.5%;
adjusted OR, 2.03; 95% CI, 1.11-3.73; P = .02) and
to report having retinopathy (adjusted OR, 2.33; 95% CI, 1.19-4.57; P = .01).ConclusionsAmong primary care patients with type 2 diabetes, inadequate health
literacy is independently associated with worse glycemic control and higher
rates of retinopathy. Inadequate health literacy may contribute to the disproportionate
burden of diabetes-related problems among disadvantaged populations. Efforts
should focus on developing and evaluating interventions to improve diabetes
outcomes among patients with inadequate health literacy.

https://jamanetwork.com/journals/jama/articlepdf/195143/JOC12049.pdf

Association of health literacy with diabetes outcomes.

Background and Objectives: No practical method for identifying patients with low heath literacy exists. We sought to develop screening questions for identifying patients with inadequate or marginal health literacy. Methods: Patients (n=332) at a VA preoperative clinic completed in-person interviews that included 16 health literacy screening questions on a 5-point Likert scale, followed by a validated health literacy measure, the Short Test of Functional Health Literacy in Adults (STOHFLA). Based on the STOFHLA, patients were classified as having either inadequate, marginal, or adequate health literacy. Each of the 16 screening questions was evaluated and compared to two comparison standards: (1) inadequate health literacy and (2) inadequate or marginal health literacy on the STOHFLA. Results: Fifteen participants (4.5%) had inadequate health literacy and 25 (7.5%) had marginal health literacy on the STOHFLA. Three of the screening questions, “How often do you have someone help you read hospital materials?” “How confident are you filling out medical forms by yourself?” and “How often do you have problems learning about your medical condition because of difficulty understanding written information?” were effective in detecting inadequate health literacy (area under the receiver operating characteristic curve of 0.87, 0.80, and 0.76, respectively). These questions were weaker for identifying patients with marginal health literacy. Conclusions: Three questions were each effective screening tests for inadequate health literacy in this population.

Brief questions to identify patients with inadequate health literacy

ContextElderly patients may have limited ability to read and
comprehend medical information pertinent to their health.ObjectiveTo determine the prevalence of low functional health
literacy among community-dwelling Medicare enrollees in a national
managed care organization.DesignCross-sectional survey.SettingFour Prudential HealthCare plans (Cleveland, Ohio;
Houston, Tex; south Florida; Tampa, Fla).ParticipantsA total of 3260 new Medicare enrollees aged 65 years
or older were interviewed in person between June and December 1997 (853
in Cleveland, 498 in Houston, 975 in south Florida, 934 in Tampa); 2956
spoke English and 304 spoke Spanish as their native language.Main Outcome MeasureFunctional health literacy as measured by the
Short Test of Functional Health Literacy in Adults.ResultsOverall, 33.9% of English-speaking and 53.9% of
Spanish-speaking respondents had inadequate or marginal health
literacy. The prevalence of inadequate or marginal functional health
literacy among English speakers ranged from 26.8% to 44.0%. In
multivariate analysis, study location, race/language, age, years of
school completed, occupation, and cognitive impairment were
significantly associated with inadequate or marginal literacy. Reading
ability declined dramatically with age, even after adjusting for years
of school completed and cognitive impairment. The adjusted odds ratio
for having inadequate or marginal health literacy was 8.62 (95%
confidence interval, 5.55-13.38) for enrollees aged 85 years or older
compared with individuals aged 65 to 69 years.ConclusionsElderly managed care enrollees may not have the
literacy skills necessary to function adequately in the health care
environment. Low health literacy may impair elderly patients'
understanding of health messages and limit their ability to care for
their medical problems.

https://jamanetwork.com/journals/jama/articlepdf/188764/joc81424.pdf

Health Literacy Among Medicare Enrollees in a Managed Care Organization

Early Childhood Caries (ECC) is the most common childhood disease worldwide and a health disparity among underserved children. ECC is preventable and reversible if detected early. However, many children from low-income families encounter barriers to dental care. An at-home caries detection technology could potentially improve access to dental care regardless of patients’ economic status and address the overwhelming prevalence of ECC. Our team has developed a smartphone application (app), AICaries, that uses artificial intelligence (AI)-powered technology to detect caries using children’s teeth photos. We used mixed methods to assess the acceptance, usability, and feasibility of the AICaries app among underserved parent-child dyads. We conducted moderated usability testing (Step 1) with ten parent-child dyads using "Think-aloud" methods to assess the flow and functionality of the app and analyze the data to refine the app and procedures. Next, we conducted unmoderated field testing (Step 2) with 32 parent-child dyads to test the app within their natural environment (home) over two weeks. We administered the System Usability Scale (SUS) and conducted semi-structured individual interviews with parents and conducted thematic analyses. AICaries app received a 78.4 SUS score from the participants, indicating an excellent acceptance. Notably, the majority (78.5%) of parent-taken photos of children’s teeth were satisfactory in quality for detection of caries using the AI app. Parents suggested using community health workers to provide training to parents needing assistance in taking high quality photos of their young child’s teeth. Perceived benefits from using the AICaries app include convenient at-home caries screening, informative on caries risk and education, and engaging family members. Data from this study support future clinical trial that evaluates the real-world impact of using this innovative smartphone app on early detection and prevention of ECC among low-income children.

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Artificial intelligence-powered smartphone application, AICaries, improves at-home dental caries screening in children: Moderated and unmoderated usability test

J Ren

Papers

Health Literacy Among Medicare Enrollees in a Managed Care Organization

Artificial intelligence-powered smartphone application, AICaries, improves at-home dental caries screening in children: Moderated and unmoderated usability test