Health Literacy and Demographic Disparities in HIV Care Continuum Outcomes.

Studies evaluating the association between human immunodeficiency virus (HIV) infection continuum of care outcomes [antiretroviral (ART) adherence, retention in care, viral suppression] and health literacy have yielded conflicting results. Moreover, studies from the southern United States, a region of the country disproportionately affected by the HIV epidemic and low health literacy, are lacking. We conducted an observational cohort study among 575 people living with HIV (PLWH) at the Vanderbilt Comprehensive Care Clinic (Nashville, Tennessee). Health literacy was measured using the brief health literacy screen, a short tool which can be administered verbally by trained clinical personnel. Low health literacy was associated with a lack of viral suppression, but not with poor ART adherence or poor retention. Age and racial disparities in continuum of care outcomes persisted after accounting for health literacy, suggesting that factors in addition to health literacy must be addressed in order to improve outcomes for PLWH.

Health literacy, cognition, and urinary incontinence among geriatric inpatients discharged to skilled nursing facilities.

AIMS: To investigate the association between health literacy and cognition and nursing and patient-reported incontinence in a geriatric inpatient population transitioning to skilled nursing facilities (SNF). METHODS: Health literacy, depression, and cognition were assessed via the Brief Health Literacy Screen (BHLS), Geriatric Depression Scale 5-item (GDS) and Brief Interview for Mental Status (BIMS), respectively. Multivariable logistic regression assessed the association between BHLS score and incontinence by: (1) nursing-reported urinary incontinence during hospitalization; and (2) patient self-reported "bladder accidents" in the post-enrollment study interview. RESULTS: A total of 1556 hospitalized patients aged 65 and older met inclusion criteria, of whom 922 (59.3%) were women and 1480 had available BHLS scores. A total of 464 (29.8%) and 515 (33.1%) patients had nursing-reported and self-reported urinary incontinence, respectively. Nursing-reported incontinence was significantly associated with lower BHLS (ie, poorer health literacy) (aOR 0.93, 95%CI 0.89-0.99) and BIMS (ie, poorer cognition) (aOR 0.90, 95%CI 0.83-0.97) scores and need for assistance with toileting (aOR 7.08, 95%CI 2.16-23.21). Patient-reported incontinence was significantly associated with female sex (aOR 1.62, 95%CI 1.19-2.21), increased GDS score (ie, greater likelihood of depression) (aOR 1.22, 95%CI 1.10-1.36) and need for assistance with toileting (aOR 2.46, 95%CI 1.26-4.79). CONCLUSIONS: Poorer health literacy and cognition are independently associated with an increased likelihood of nursing-reported urinary incontinence among geriatric inpatients transitioning to SNF. Practitioners should consider assessment of health literacy and cognition in frail patients at risk for urinary incontinence and that patient and nursing assessment may be required to capture the diagnosis.

Know thy eHealth user: Development of biopsychosocial personas from a study of older adults with heart failure.

BACKGROUND: Personas are a canonical user-centered design method increasingly used in health informatics research. Personas-empirically-derived user archetypes-can be used by eHealth designers to gain a robust understanding of their target end users such as patients. OBJECTIVE: To develop biopsychosocial personas of older patients with heart failure using quantitative analysis of survey data. METHOD: Data were collected using standardized surveys and medical record abstraction from 32 older adults with heart failure recently hospitalized for acute heart failure exacerbation. Hierarchical cluster analysis was performed on a final dataset of n=30. Nonparametric analyses were used to identify differences between clusters on 30 clustering variables and seven outcome variables. RESULTS: Six clusters were produced, ranging in size from two to eight patients per cluster. Clusters differed significantly on these biopsychosocial domains and subdomains: demographics (age, sex); medical status (comorbid diabetes); functional status (exhaustion, household work ability, hygiene care ability, physical ability); psychological status (depression, health literacy, numeracy); technology (Internet availability); healthcare system (visit by home healthcare, trust in providers); social context (informal caregiver support, cohabitation, marital status); and economic context (employment status). Tabular and narrative persona descriptions provide an easy reference guide for informatics designers. DISCUSSION: Personas development using approaches such as clustering of structured survey data is an important tool for health informatics professionals. We describe insights from our study of patients with heart failure, then recommend a generic ten-step personas development process. Methods strengths and limitations of the study and of personas development generally are discussed.

The Impact of Health Literacy and Clinicodemographic Factors on Use of Discharge Services after Radical Cystectomy.

PURPOSE: There are few data on the relationship between health literacy and discharge disposition. We hypothesized that patient discharge needs after radical cystectomy are affected by health literacy. MATERIALS AND METHODS: We identified 504 patients who underwent radical cystectomy and completed the validated BHLS (Brief Health Literacy Screen) after November 2010. Bivariate and logistic regression analyses were performed to determine whether health literacy is associated with the use of discharge resources after radical cystectomy. RESULTS: Of patients treated with radical cystectomy 50.6% required discharge services and had lower health literacy (BHLS 11.9 vs 12.5, p = 0.016) than patients discharged home without services. On multivariable analysis older age (OR 1.1, 95% CI 1.0-1.1, p = 0.002), female gender (OR 2.3, 95% CI 1.2-4.4, p = 0.019), body mass index (OR 1.1, 95% CI 1.0-1.1, p = 0.034), Charlson comorbidity index score (OR 1.1, 95% CI 1.0-1.2, p = 0.037) and length of stay (OR 1.1, 95% CI 1.0-1.2, p = 0.019) were significantly associated with the use of discharge resources. Patients with continent vs incontinent urinary diversion were less likely to require discharge services (OR 0.4, 95% CI 0.2-0.8, p = 0.013). CONCLUSIONS: Older age, female gender, body mass index, comorbidities, length of stay and incontinent diversion are associated with increased use of discharge resources after radical cystectomy. Low health literacy may affect patient discharge disposition but it was not significant on multivariable analysis. Factors that influence the complex self-care required of patients after cystectomy should be considered during discharge planning.

Financial strain is associated with medication nonadherence and worse self-rated health among cardiovascular patients.

Non-traditional indicators of socioeconomic status (SES; e.g., home ownership) may be just as or even more predictive of health outcomes as traditional indicators of SES (e.g., income). This study tested whether financial strain (i.e., difficulty paying monthly bills) predicted medication non-adherence and worse self-rated health. Research assistants administered surveys to 1,527 patients with acute coronary syndromes or acute decom-pensated heart failure. In adjusted models, having a higher income was associated with being more adherent (p < .001), but was non-significant when adjusted for financial strain. Education, income, less financial strain, and being employed were each associated with better self-rated health (p < .001). Financial strain was associated with less adherence (ß =-.17, p < .001) and worse self-rated health (ß = -.23, p < .001), and mediated the effect of income on adherence (coeff = .078 [BCa 95% CI: .051 to .108]). Future research should further explore the nuanced link between SES and health behaviors and outcomes.

The Impact of Health Literacy on Surgical Outcomes Following Radical Cystectomy.

Health literacy is the ability to obtain, comprehend, and act on medical information and is an independent predictor of health outcomes in patients with chronic health conditions. However, little has been reported regarding the potential association of health literacy and surgical outcomes. We hypothesized that patient complications after radical cystectomy would be associated with health literacy. In a sample of 368 patients, we found that higher health literacy scores (as determined by the Brief Health Literacy Screen) were associated with decreased odds of developing minor complications (odds ratio = 0.90, 95% confidence interval [0.83, 0.97]). Health literacy should be considered when caring for patients undergoing radical cystectomy and should serve as a potential indicator of the need for additional resources to improve postoperative outcomes.

Perceived health competence predicts health behavior and health-related quality of life in patients with cardiovascular disease.

OBJECTIVE: Evaluate the effect of perceived health competence, a patient's belief in his or her ability to achieve health-related goals, on health behavior and health-related quality of life. METHODS: We analyzed 2063 patients hospitalized with acute coronary syndrome and/or congestive heart failure at a large academic hospital in the United States. Multivariable linear regression models investigated associations between the two-item perceived health competence scale (PHCS-2) and positive health behaviors such as medication adherence and exercise (Health Behavior Index) as well as health-related quality of life (5-item Patient Reported Outcome Information Measurement System Global Health Scale). RESULTS: After multivariable adjustment, perceived health competence was highly associated with health behaviors (p<0.001) and health-related quality of life (p<0.001). Low perceived health competence was associated with a decrease in health-related quality of life between hospitalization and 90days after discharge (p<0.001). CONCLUSIONS: Perceived health competence predicts health behavior and health-related quality of life in patients hospitalized with cardiovascular disease as well as change in health-related quality of life after discharge. PRACTICE IMPLICATIONS: Patients with low perceived health competence may be at risk for a decline in health-related quality of life after hospitalization and thus a potential target for counseling and other behavioral interventions.

Effects of stress, health competence, and social support on depressive symptoms after cardiac hospitalization.

Little is known about the role of stress on the psychological well-being of patients after cardiac hospitalization or about factors that protect against or exacerbate the effects of stress. We use prospective data from 1542 patients to investigate the relationship between post-discharge stress and changes in depressive symptoms, and whether the level of prior depressive symptoms, health competence, and perceived social support moderate this relationship. Net of depressive symptoms in the 2 weeks prior to hospitalization, higher levels of post-discharge stress significantly increase depressive symptoms 30 days after discharge. The level of prior depressive symptoms moderates the effect of stress. On the other hand, perceived health competence and social support buffer the negative effects of post-discharge stress. Knowing which patients are particularly vulnerable to experiencing stress and a subsequent increase in depressive symptoms can help trigger interventions prior to discharge and possibly ameliorate the prevalence of depression.

Health Literacy, Education Levels, and Patient Portal Usage During Hospitalizations.

Patient portal adoption has rapidly increased, and portal usage has been associated with patients' sociodemographics, health literacy, and education. Research on patient portals has primarily focused on the outpatient setting. We explored whether health literacy and education were associated with portal usage in an inpatient population. Among 60,159 admissions in 2012-2013, 23.3% of patients reported limited health literacy; 50.4% reported some post-secondary education; 34.4% were registered for the portal; and 23.4% of registered patients used the portal during hospitalization. Probability of registration and inpatient portal use increased with educational attainment. Health literacy was associated with registration but not inpatient use. Among admissions with inpatient use, educational attainment was associated with viewing health record data, and health literacy was associated use of appointment and health education tools. The inpatient setting may provide an opportunity to overcome barriers to patient portal adoption and reduce disparities in use of health information technologies.

Health literacy, numeracy, and other characteristics associated with hospitalized patients' preferences for involvement in decision making.

Little research has examined the association of health literacy and numeracy with patients' preferred involvement in the problem-solving and decision-making process in the hospital. Using a sample of 1,249 patients hospitalized with cardiovascular disease from the Vanderbilt Inpatient Cohort Study (VICS), we assessed patients' preferred level of involvement using responses to two scenarios of differing symptom severity from the Problem-Solving Decision-Making Scale. Using multivariable modeling, we determined the relationship of health literacy, subjective numeracy, and other patient characteristics with preferences for involvement in decisions, and how this differed by scenario. The authors found that patients with higher levels of health literacy desired more participation in the problem-solving and decision-making process, as did patients with higher subjective numeracy skills, greater educational attainment, female gender, less perceived social support, or greater health care system distrust (p<.05 for each predictor in multivariable models). Patients also preferred to participate more in the decision-making process when the hypothetical symptom they were experiencing was less severe (i.e., they deferred more to their physician when the hypothetical symptom was more severe). These findings underscore the role that patient characteristics, especially health literacy and numeracy, play in decisional preferences among hospitalized patients.

Predictors of health care system and physician distrust in hospitalized cardiac patients.

Trusting relationships among patients, physicians, and the health care system is important in encouraging self-care behaviors in cardiovascular patients. This study aimed to assess the prevalence of health care system and physician distrust in this population, compare the 2 forms of distrust, and describe the demographic, socioeconomic, and psychosocial predictors of high distrust. A total of 1,232 hospitalized adults with acute coronary syndrome or heart failure were enrolled in a prospective, observational study assessing health care system distrust and physician distrust. High health care system distrust (35%) was observed across the population, with lower levels of interpersonal physician distrust (16%). In a multivariate analysis, poor social support and coping skills were strong predictors of both health care system (p=.026, p=.003) and physician distrust (p<.001, p=.006). Individuals with low or marginal health literacy had a higher likelihood of physician distrust (p<.001), but no relation was found between health literacy and health care system distrust. In conclusion, distrust is common among acutely ill cardiac patients. Those with low social support and low coping skills are more distrusting of physicians and the health care system.

Characteristics associated with postdischarge medication errors.

OBJECTIVE: To examine the association of patient- and medication-related factors with postdischarge medication errors. PATIENTS AND METHODS: The Vanderbilt Inpatient Cohort Study includes adults hospitalized with acute coronary syndromes and/or acute decompensated heart failure. We measured health literacy, subjective numeracy, marital status, cognition, social support, educational attainment, income, depression, global health status, and medication adherence in patients enrolled from October 1, 2011, through August 31, 2012. We used binomial logistic regression to determine predictors of discordance between the discharge medication list and the patient-reported list during postdischarge medication review. RESULTS: Among 471 patients (mean age, 59 years), the mean total number of medications reported was 12, and 79 patients (16.8%) had inadequate or marginal health literacy. A total of 242 patients (51.4%) were taking 1 or more discordant medication (ie, appeared on either the discharge list or patient-reported list but not both), 129 (27.4%) failed to report a medication on their discharge list, and 168 (35.7%) reported a medication not on their discharge list. In addition, 279 participants (59.2%) had a misunderstanding in indication, dose, or frequency in a cardiac medication. In multivariable analyses, higher subjective numeracy (odds ratio [OR], 0.81; 95% CI, 0.67-0.98) was associated with lower odds of having discordant medications. For cardiac medications, participants with higher health literacy (OR, 0.84; 95% CI, 0.74-0.95), with higher subjective numeracy (OR, 0.77; 95% CI, 0.63-0.95), and who were female (OR, 0.60; 95% CI, 0.46-0.78) had lower odds of misunderstandings in indication, dose, or frequency. CONCLUSION: Medication errors are present in approximately half of patients after hospital discharge and are more common among patients with lower numeracy or health literacy.

Determinants of health after hospital discharge: rationale and design of the Vanderbilt Inpatient Cohort Study (VICS).

BACKGROUND: The period following hospital discharge is a vulnerable time for patients when errors and poorly coordinated care are common. Suboptimal care transitions for patients admitted with cardiovascular conditions can contribute to readmission and other adverse health outcomes. Little research has examined the role of health literacy and other social determinants of health in predicting post-discharge outcomes. METHODS: The Vanderbilt Inpatient Cohort Study (VICS), funded by the National Institutes of Health, is a prospective longitudinal study of 3,000 patients hospitalized with acute coronary syndromes or acute decompensated heart failure. Enrollment began in October 2011 and is planned through October 2015. During hospitalization, a set of validated demographic, cognitive, psychological, social, behavioral, and functional measures are administered, and health status and comorbidities are assessed. Patients are interviewed by phone during the first week after discharge to assess the quality of hospital discharge, communication, and initial medication management. At approximately 30 and 90 days post-discharge, interviewers collect additional data on medication adherence, social support, functional status, quality of life, and health care utilization. Mortality will be determined with up to 3.5 years follow-up. Statistical models will examine hypothesized relationships of health literacy and other social determinants on medication management, functional status, quality of life, utilization, and mortality. In this paper, we describe recruitment, eligibility, follow-up, data collection, and analysis plans for VICS, as well as characteristics of the accruing patient cohort. DISCUSSION: This research will enhance understanding of how health literacy and other patient factors affect the quality of care transitions and outcomes after hospitalization. Findings will help inform the design of interventions to improve care transitions and post-discharge outcomes.