Electronic cigarette use and cigarette smoking associated with inadequate sleep duration among U.S. young adults.

OBJECTIVE: Nicotine use can influence inadequate sleep, but less is known about the associations of exclusive and dual use of electronic cigarettes (e-cigarettes) with combustible cigarettes in U.S. young adults. This study assessed the associations between current exclusive e-cigarette use, exclusive cigarette smoking, and dual e-cigarette and combustible cigarette use and inadequate sleep duration among U.S. young adults. METHODS: We performed a secondary analysis of 2020 Behavioral Risk Factor Surveillance System (BRFSS) data including 13,978 U.S. young adults ages 18-24 years. Inadequate sleep duration was assessed categorically using the National Sleep Foundation's age-specific recommendations that define <7 h as inadequate sleep. Weighted logistic regression models were performed while adjusting for participants' sex, race/ethnicity, education level, annual household income level, body mass index, current physical activity, mental health status, disability status, current alcohol use, and current smokeless tobacco use. RESULTS: Concerning use patterns, 11.8% of young adults were exclusive e-cigarette users, 4.7% were exclusive cigarette smokers, and 3.8% were dual e-cigarette and combustible cigarette users. Exclusive e-cigarette users (adjusted odds ratio [AOR] = 1.41, 95% confidence interval [CI] = 1.16-1.72), exclusive cigarette smokers (AOR = 1.63, 95%CI = 1.22-2.18), and dual product users (AOR = 2.03, 95%CI = 1.44-2.86) were at increased odds of having inadequate sleep duration compared to non-users, while adjusting for the covariates. Additionally, dual product users were at increased odds (AOR = 1.52, 95%CI = 1.06-2.19) of reporting inadequate sleep duration compared to exclusive e-cigarette users, while adjusting for the covariates. CONCLUSIONS: Current e-cigarette and cigarette use may influence inadequate sleep among U.S. young adults. Tobacco cessation efforts may encourage increased sleep health.

Group-based trajectory analysis identifies varying diabetes-related cost trajectories among type 2 diabetes patients in Texas: an empirical study using commercial insurance.

BACKGROUND: The trend of Type 2 diabetes-related costs over 4 years could be classified into different groups. Patient demographics, clinical factors (e.g., A1C, short- and long-term complications), and rurality could be associated with different trends of cost. Study objectives are to: (1) understand the trajectories of cost in different groups; (2) investigate the relationship between cost and key factors in each cost trajectory group; and (3) assess significant factors associated with different cost trajectories. METHODS: Commercial claims data in Texas from 2016 to 2019 were provided by a large commercial insurer and were analyzed using group-based trajectory analysis, longitudinal analysis of cost, and logistic regression analyses of different trends of cost. RESULTS: Five groups of distinct trends of Type 2 diabetes-related cost were identified. Close to 20% of patients had an increasing cost trend over the 4 years. High A1C values, diabetes complications, and other comorbidities were significantly associated with higher Type 2 diabetes costs and higher chances of increasing trend over time. Rurality was significantly associated with higher chances of increasing trend over time. CONCLUSIONS: Group-based trajectory analysis revealed distinct patient groups with increased cost and stable cost at low, medium, and high levels in the 4-year period. The significant associations found between the trend of cost and A1C, complications, and rurality have important policy and program implications for potentially improving health outcomes and constraining healthcare costs.

Caregiver strain among non-Hispanic Black and Hispanic male caregivers with self-reported chronic health conditions.

OBJECTIVES: Caregiver strain often stems from unmet needs and is a risk factor for poor physical and psychological health. This study aims to identify factors associated with caregiver strain among middle-aged and older non-Hispanic Black and Hispanic male caregivers living with one or more chronic conditions. DESIGN: Data were analyzed from 418 male caregivers collected through Qualtrics Online Panels using an internet-delivered survey instrument (55.7% non-Hispanic Black, 44.3% Hispanic). Three ordinal regression models were fitted to assess factors associated with Caregiver Strain Scale tertiles: one for all men, one for non-Hispanic Black men only; and one for Hispanic men only. RESULTS: Similarities and differences were observed between the two groups in terms of factors associated with higher caregiver strain (i.e. lower disease self-management efficacy scores, providing ≥20 h of care per week). Uniquely for Non-Hispanic Black male caregivers, higher caregiver strain was associated with living with more children under the age of 18 (ß = 0.35, P = 0.011) and feeling more socially disconnected (ß = 0.41, P = 0.008). Uniquely for Hispanic male caregivers, higher caregiver strain levels were associated with experiencing lower pain levels (ß = -0.14, P = 0.040) and higher fatigue levels (ß = 0.23, P < 0.001). CONCLUSION: Findings from this study suggest that non-Hispanic Black and Hispanic men with chronic conditions have differing caregiving experiences. While bolstering social connectedness and caregiver support services may offset caregiver strain, tailored mental health and disease management programming are needed to meet the specific needs of non-Hispanic Black and Hispanic male caregivers.

Identifying Individuals Who Currently Report Feelings of Anxiety Using Walking Gait and Quiet Balance: An Exploratory Study Using Machine Learning.

Literature suggests that anxiety affects gait and balance among young adults. However, previous studies using machine learning (ML) have only used gait to identify individuals who report feeling anxious. Therefore, the purpose of this study was to identify individuals who report feeling anxious at that time using a combination of gait and quiet balance ML. Using a cross-sectional design, participants (n = 88) completed the Profile of Mood Survey-Short Form (POMS-SF) to measure current feelings of anxiety and were then asked to complete a modified Clinical Test for Sensory Interaction in Balance (mCTSIB) and a two-minute walk around a 6 m track while wearing nine APDM mobility sensors. Results from our study finds that Random Forest classifiers had the highest median accuracy rate (75%) and the five top features for identifying anxious individuals were all gait parameters (turn angles, variance in neck, lumbar rotation, lumbar movement in the sagittal plane, and arm movement). Post-hoc analyses suggest that individuals who reported feeling anxious also walked using gait patterns most similar to older individuals who are fearful of falling. Additionally, we find that individuals who are anxious also had less postural stability when they had visual input; however, these individuals had less movement during postural sway when visual input was removed.

Associations of practical, emotional, and physical problems with psychosocial distress among cancer patients.

OBJECTIVE: To better understand the relationship between cancer patient distress and psychosocial variables, including problem types, to improve ability to predict and address psychosocial need. METHODS: A variation of National Comprehensive Cancer Network (NCCN) Distress Thermometer (DT) was administered and collected at four sites from an Integrated Network Cancer Program (INCP). The presence of moderate/severe distress was examined relative to patient demographics, disease characteristics, and psychosocial problems. RESULTS: Distress scores were positively correlated with all problem counts. For every count increase of practical, emotional, and physical problems, and for every cancer stage increase the odds of reporting a moderate/severe distress score was significantly higher. Relative to patients with one cancer treatment type, patients with three cancer treatment types were significantly less likely to report moderate/severe distress. CONCLUSION: Problem count could be a useful indicator for clinical intervention. Stage and number of treatment types may also be considered clinically relevant distress predictors.

Implications for Psychosocial ResearchThis study found that NCCN Distress Thermometer distress levels and problem counts are highly correlated in most cancer patients.In addition to distress level, problem count on NCCN Distress Thermometer should be considered a potential trigger for psychosocial intervention.NCCN Distress Thermometer problem count may be a more durable indicator of need for psychosocial intervention then distress level alone. Psychosocial problems are rarely transient, while distress level can fluctuate day-to-day.Future research should examine the role of psychosocial problems on continuous distress scores and the relative contribution of each set of problem types on distress.

A Multi-Level Analyses of Charges and Cost of Fall-Related Hospitalizations Among Older Adults: Individual, Hospital, and Geospatial Variation.

The growing population of older adults has attracted concern from policymakers due in part to the fact that they are at higher risk of costly and potentially injurious falls. Responding to this concern, this study investigated fall-related hospitalizations among those aged 65 and older. Hospitalizations rose from 49,299 to 58,931, with charges and costs (estimated based on charges) increasing from $2.5 billion to $3.6 billion and under $900 million to over $1.1 billion, respectively. The intraclass correlation coefficients from linear mixed-effect models (with charges and costs serving as dependent variables) indicated differences in hospitals accounted for nearly half or more of medical cost variation among older adults suffering a fall-related hospitalization. Nonmetropolitan residence, being aged 65-69 (versus older), and higher risk-of-mortality on admission indicated higher costs. Identifying trends of fall-related hospitalizations over time allows for key stakeholders to not only track the burden of falls among older adults but to also use this information to attract funding for fall prevention strategies from policy makers at various levels (e.g., locally, at the state). Further, identifying characteristics of individuals (e.g., age, race, sex) and places (e.g., rural areas) that carry a higher relative cost can serve to inform the targeted allocation of finite resources including local, state, or federal funding, but also existing evidence-based practices such as community and clinical interventions.

Concurrent E-cigarette and marijuana use and health-risk behaviors among U.S. high school students.

The use of electronic cigarettes (e-cigarettes) and marijuana remain prevalent problems among adolescents nationwide. We assessed current (past 30-day) exclusive e-cigarette use, exclusive marijuana use, and concurrent use with unintentional injury and violent behaviors, alcohol and other drug use behaviors, and sexual behaviors among U.S. high school students. We analyzed 2017 Youth Risk Behavior Survey data including 12,578 high school students nationwide. Multivariable logistic regression models were performed to compare these health-risk behaviors among exclusive e-cigarette users, exclusive marijuana users, and concurrent users with non-users among the overall sample, and then to compare exclusive e-cigarette users and exclusive marijuana users with concurrent users among current users only. All models adjusted for adolescent sex, grade, and race/ethnicity, and other tobacco product use. Approximately 77% of students were non-users, 5.2% were exclusive e-cigarette users, 9.9% were exclusive marijuana users, and 7.8% were concurrent users. Compared to non-users, exclusive e-cigarette users and exclusive marijuana users were more likely to engage in most negative health-risk behaviors associated with unintentional injuries and violence, alcohol and other drug use, and sexual behaviors. Among current users only, exclusive e-cigarette users and exclusive marijuana users were at reduced odds of engaging in most of these health-risk behaviors when compared to concurrent users of both substances. The relationship between exclusive and concurrent e-cigarette and marijuana use and health-risk behaviors highlights the importance of comprehensive educational efforts during high school. Findings suggest need for more studies on influence of e-cigarette and marijuana use on injury and violence risk among youth.

Differential risk of falls associated with pain medication among community-dwelling older adults by cognitive status.

BACKGROUND: Persons living with dementia have an elevated risk of falling and chronic pain. This study investigates the relationship of pain medication use with falls among community-dwelling adults based on their cognitive status. METHODS: We analysed a nationally representative sample of community-dwelling Medicare beneficiaries (n = 7,491) who completed cognitive assessments used for dementia classification in the 2015 US National Health and Aging Trends Study. We performed survey-weighted logistic regression to investigate differential associations between pain medication use and a recent fall by cognitive status: no dementia, possible dementia and probable dementia, controlling for sociodemographic and health characteristics. RESULTS: About 16.5% of the analytic sample was classified as possible dementia (8.3%) and probable dementia (8.2%). Pain medication use was associated with a recent fall among those with probable dementia [odds ratio (OR) = 1.86, 95% confidence interval (CI): 1.14, 3.03], controlling for sociodemographic and health characteristics. Taking medication for pain 2 days a week or more (OR = 2.14, 95% CI: 1.20, 3.81) was associated with falls among those with probable dementia. Bothersome pain and worry about falling down were also associated with falls among participants with no dementia and possible dementia, respectively. CONCLUSION: Differential risk factors for falls by cognitive status imply the need for tailored pain management and fall prevention strategies. The provision of fall prevention programmes stressing balance training and medication use is important regardless of cognitive status in community-dwelling older adults. Future research should explore other modifiable factors associated with the risk of falls among community-dwelling adults.

The role of improved social support for healthy eating in a lifestyle intervention: Texercise Select.

OBJECTIVE: We examined the measurement and mediating role of social support in dietary intake among participants in Texercise Select, an intervention for improving lifestyle behaviours. DESIGN: Quasi-experimental study. Participants reported their dietary intake, level of social support measured by the new Social Support for Healthy Eating scale, sociodemographics and disease profile. We conducted exploratory factor analysis for scale evaluation and structural equation modelling for mediation analysis to test if changes in dietary-specific social support mediate the relationship between the intervention and changes in dietary intake. SETTING: Texas. PARTICIPANTS: Community-dwelling middle-aged and older adults completed a self-reported survey at baseline and 3-month follow-up (intervention group n 211, comparison group n 175). RESULTS: The majority of the sample was aged ≥70 years (mean 74·30, sd 8·54), female (82·1 %) and had at least two chronic conditions (63·5 %). The acceptable levels of reliability and validity of the dietary-specific social support scale were confirmed. Compared with the comparison group, the intervention group reported improved intake of fruit/vegetables and water, and improved dietary-specific social support. Improved dietary-specific social support mediated the association between intervention and change in fruit/vegetable intake, controlling for sociodemographics, number of chronic conditions and geographic residence. About 12 % of intervention effect was mediated by social support. CONCLUSIONS: The current study confirms positive intervention effects on healthy eating, and highlights social support relating to dietary behaviours that may be helpful for healthy eating. Future research should investigate additional social support for developing healthy eating behavioural skills.

Effectiveness and economic impact of a diabetes education program among adults with type 2 diabetes in South Texas.

BACKGROUND: The long-term growth and sustained high prevalence of obesity in the US is likely to increase the burden of Type 2 diabetes. Hispanic individuals are particularly burdened by a larger share of diabetes than non-Hispanic White individuals. Given the existing health disparities facing this population, we aimed to examine the effectiveness and potential cost savings of the Diabetes Education Program (DEP) offered as part of Healthy South Texas, a state-legislated initiative to reduce health disparities in 27 counties in South Texas with a high proportion of Hispanic adults. METHODS: DEP is an 8-h interactive workshop taught in English and Spanish. After the workshop, participants receive quarterly biometric screenings and continuing education with a health educator for one year. Data were analyzed from 3859 DEP participants with Type 2 diabetes living in South Texas at five time points (baseline, 3-months, 6-months, 9-months, 12-months). The primary outcome variable of interest for study analyses was A1c. A series of independent sample t-tests and linear mixed-model regression analyses were used to identify changes over time. Two methods were then applied to estimate healthcare costs savings associated with A1c reductions among participants. RESULTS: The majority of participants were ages 45-64 years (58%), female (60%), Hispanic (66%), and had a high school education or less (75%). At baseline, the average hemoglobin A1c was 8.57%. The most substantial reductions in hemoglobin A1c were identified from baseline to 3-month follow-up (P < 0.001); however, the reduction in A1c remained significant from baseline to 12-month follow-up (P < 0.001). The healthcare cost savings associated with improved A1c for the program was estimated to be between $5.3 to $5.6 million over a two to three year period. CONCLUSION: Findings support the effectiveness of DEP with ongoing follow-up for sustained diabetes risk management. While such interventions foster clinical-community collaboration and can improve patient adherence to recommended lifestyle behaviors, opportunities exist to complement DEP with other resources and services to enhance program benefits. Policy makers and other key stakeholders can assess the lessons learned in this effort to tailor and expand similar initiatives to potentially at-risk populations. TRIAL REGISTRATION: This community-based intervention is not considered a trial by ICMJE definitions, and has not be registered as such.

Health-related consequences of the type and utilization rates of electronic devices by college students.

BACKGROUND: College students are leading an evolution of device use both in the type of device and the frequency of use. They have transitioned from desktop stations to laptops, tablets, and especially smartphones and use them throughout the day and into the night. METHODS: Using a 35-min online survey, we sought to understand how technology daily usage patterns, device types, and postures affect pain and discomfort to understand how knowledge of that pain might help students avoid it. Data were analyzed from 515 students (69.5% male) who completed an internet-delivered survey (81.3% response rate). RESULTS: Participants ranked smartphones as their most frequently used technology (64.0%), followed by laptops and tablets (both 53.2%), and desktop computers (46.4%). Time spent using smartphones averaged over 4.4 h per day. When using their devices, students were more likely to adopt non-traditional workplace postures as they used these devices primarily on the couch or at a chair with no desk. CONCLUSION: Recent trends in wireless academic access points along with the portability of small handheld devices, have made smartphones the most common link to educational materials despite having the least favorable control and display scenario from an ergonomic perspective. Further, the potential impact of transitions in work environments due to COVID-19 may further exacerbate ergonomic issues among millions highlighting the need for such work to be carried out.

Web-Based Health Information Seeking Among African American and Hispanic Men Living With Chronic Conditions: Cross-sectional Survey Study.

BACKGROUND: Previous research has identified disparities in seeking and using web-based health information to inform health-related behaviors. Relatively few studies however have examined the correlations between web-based health information seeking and use based on race, gender, age, and the presence of chronic health conditions. OBJECTIVE: In this study, we identify factors associated with seeking and using web-based health information among a uniquely vulnerable and intersectional population-middle-aged and older (40 years and older) African American and Hispanic men living with one or more chronic conditions. METHODS: Survey responses were collected from a purposive sample of African American and Hispanic men using Qualtrics web-based survey management software. To qualify for inclusion in the study, respondents had to identify as African American or Hispanic men, report having at least one chronic condition, and be aged 40 years and older. A series of binary logistic regression models was created using backward elimination. Statistical significance was determined at P<.05 for all analyses. RESULTS: Web-based health information seeking among African American and Hispanic men is a function of education, the presence of multiple chronic conditions, frustration with health care providers, internet use, and the perceived reliability of web-based health information. The use of web-based health information to inform interactions with health care providers was more common among African American and Hispanic men, who rated their health as relatively good, perceived barriers to care, used technology regularly, and took more daily medications. CONCLUSIONS: Understanding the factors that influence African American and Hispanic men seeking web-based health information may help improve the care and treatment of chronic conditions. African American and Hispanic men seek web-based health information as a substitute for routine care and to inform their discussions with health care providers.

Self-Perceptions and Factors Associated With Being Put Down at School Among Middle and High School Students.

This study assessed the prevalence of verbally being put down by others and intrapersonal and normative factors associated with being put down by others among middle and high school students. Students (N = 1,027) completed the Adolescent Health Risk Behavior Survey. Over 16% of participants reported being put down at school. Students who identified with the negative words confused, unattractive, dull, and careless and identified less with the positive words popular, smart, considerate, cool, and self-confident reported being put down by others. High school students were less likely to be put down. As students scored higher on the Negative Self-Description Scale, their odds of being put down increased. As students scored higher on the Positive Self-Description Scale, their odds of being put down decreased. Students who perceived their friends drinking alcohol regularly were less likely to be put down. Strategies to enhance self-perceptions to raise self-awareness and form healthy/positive identities are needed.

A Cross-Sectional Examination of Patients' Perspectives About Their Pain, Pain Management, and Satisfaction with Pain Treatment.

OBJECTIVE: Empirical studies show conflicting findings about the relationship between pain relief and patient satisfaction. To address this research gap, this study examines the differential effects of pain relief on patient satisfaction based on patients' perceptions about pain management. METHODS: Cross-sectional survey data were collected from 178 adults with self-reported chronic noncancer pain (i.e., pain that typically lasts >12 weeks that is not due to cancer). Participants rated their satisfaction with pain care, pain relief, and perceptions about participation in their treatment decisions and confidence in their physicians. Multiple linear regression models were used to examine whether patients' perceptions moderated the effects of pain on patient satisfaction. All models were adjusted for age, education, and frequency of chronic pain. Based on the preliminary analyses, separate models were performed for participants who reported low (median or lower) and high (greater than median) pain relief. RESULTS: On average, patients reported moderate patient satisfaction with their pain care (score of 5.54 out of 10, with a higher score indicating greater patient satisfaction). Among patients who reported low pain relief, the level of pain relief (P < 0.001) and confidence in their physicians (P = 0.031) were positively associated with satisfaction after adjusting for other covariates and control variables. Among patients who reported high pain relief, the level of pain relief (P = 0.002) positively predicted satisfaction after adjusting for other covariates and control variables. Patients' confidence in their physicians positively moderated the effects of pain relief on satisfaction among patients who reported low pain relief (P = 0.006), but not among patients who reported high pain relief (P = 0.275). CONCLUSIONS: Interventions to improve patients' confidence in their physician's pain management may enhance the effects of pain relief on patient satisfaction, particularly among patients who experience low levels of pain alleviation during their pain treatment.

Emergency department and inpatient utilization among U.S. older adults with multiple chronic conditions: a post-reform update.

BACKGROUND: The Affordable Care Act (ACA) was enacted to enhance access to care primarily among nonelderly and low-income populations; however, several provisions addressed key determinants of emergency department (ED) and inpatient visits among Medicare beneficiaries over age 65 years. We take stock of the overall changes in these visits among older Medicare beneficiaries, focusing on those with multiple chronic conditions (MCCs), and provide a nationally representative post-reform update. METHODS: We analyzed a sample of 32,919 older adults (65+) on Medicare from the 2006-2015 Medical Expenditure Panel Survey (MEPS). Using a survey-weighted two-part model, we examined changes in ED visits, inpatient visits, and length of stay (LOS) by MCC status, before (2006-2010), during (2011-2013), and after the ACA (2014-2015). RESULTS: Prior to the ACA, 18.1% of Medicare older adults had ≥1 ED visit, whereas 17.1% had ≥1 inpatient visits, with an average of 5.1 nights/visit. Following ACA reforms, among those with 2+ chronic conditions, the rate of ever having an ED visit increased by 4.3 percentage points [95% confidence intervals [CI]: 2.5, 6.1, p < 0.01], whereas the rate of inpatient visits decreased by 1.4 percentage points [95%CI: - 2.9, 0.2, p < 0.1], after multivariable adjustment. CONCLUSIONS: We found sizable increases in ED visits and nontrivial decreases in inpatient visits among older Medicare beneficiaries with MCCs, underscoring the continuing need for improving access to and quality of care among older adults with MCCs to decrease reliance on the ED and reduce preventable hospitalizations.

Role of pre-existing type 2 diabetes in colorectal cancer survival among older Americans: a SEER-Medicare population-based study 2002-2011.

PURPOSE: Type 2 diabetes mellitus (diabetes) is a common comorbid condition among older adult colorectal cancer (CRC) patients, yet its effects on CRC mortality have not been adequately examined. This study aims to investigate the association between pre-existing diabetes, with and without complications, and CRC mortality. METHODS: Medicare beneficiaries 67 years and older diagnosed with CRC between 2002 and 2011 were studied using the Surveillance, Epidemiology, and End Results (SEER)-Medicare datasets. Pre-existing diabetes was ascertained using validated algorithms. Cox proportional hazards models were used to compare all-cause and CRC-cause-specific death risk differences in relation to prior diabetes diagnosis and diabetes severity (with and without complications) with adjustment for relevant patient demographics and disease characteristics. RESULTS: Analyses included 93,710 CRC patients. Among the study population, 22,155 (24%) had diabetes prior to CRC diagnosis and 4% had diabetes-related complications (neuropathy, nephropathy, retinopathy, or peripheral circulatory disorders). All-cause CRC mortality was significantly higher among diabetic patients compared with non-diabetic patients (hazard ratio (HR) = 1.20; 95% confidence interval (CI) = 1.17-1.23). The results were more pronounced for diabetes with complications (HR = 1.47; 95% CI = 1.34-1.54). Diabetic patients with complications were 16% more likely to die of colorectal cancer compared with patients without diabetes (HR = 1.16; 95% CI = 1.08-1.25). CONCLUSION: Pre-existing diabetes contributes to poorer all-cause mortality among CRC patients and increased mortality from CRC among those with diabetes and complications. Opportunities exist to incorporate diabetes prevention and management interventions during CRC treatment phases among older adults.

Using Mobile Technology to Assess Balance During a Sit-to-Stand Maneuver Among Older Adults With Fall Risk: A Pilot Study.

Older adults age ≥65 are susceptible to balance impairment with subsequent reduced mobility and increased fall risk. Orthostatic hypotension or blood pressure drop with standing is a treatable condition associated with loss of balance and falls. To understand this phenomenon, the current project used an Android® device attached to participants' center of mass to determine body sway during a simple sit-to-stand maneuver, while researchers assessed participants' sitting and standing blood pressure and symptomology of dizziness. Analysis of study data from two older adult participants are presented illustrating the applicability for future development of a measure to assess balance during simple movements. The next step in the authors' research trajectory is to analyze larger samples using other computations of data provided by the inertial measurement unit sensing technology. [Journal of Gerontological Nursing, 45(10), 18-23.].

Geographic disparities associated with travel to medical care and attendance in programs to prevent/manage chronic illness among middle-aged and older adults in Texas.

INTRODUCTION: Accessing care is challenging for adults with chronic conditions. The challenge may be intensified for individuals needing to travel long distances to receive medical care. Transportation difficulties are associated with poor medication adherence and delayed or missed care. This study investigated the relationship between those traveling greater distances for medical care and their utilization of programs to prevent and/or manage their health problems. It was hypothesized that those traveling longer distances for medical care attended greater chronic disease management programs. METHODS: Thirty six thousand households in nine counties of central Texas received an invitation letter to participate in a mailed health assessment survey in English or Spanish. A total of 5230 participants agreed to participate and returned the fully completed survey. To investigate distance traveled for medical services and participation in a chronic disease management program, the analyses were limited to 2108 adults aged ≥51 years with one or more chronic conditions who visited a healthcare professional at least once in the previous year. Other variables of interest included residential rurality, health status, and personal characteristics. The data were first analyzed using descriptive and bivariate analyses. Then, an ordinal logistic regression model was fitted to identify factors associated with longer distances traveled to medical services. Additionally, a binary logistic regression model was fitted to identify factors associated with attending a chronic disease self-management program. RESULTS: Among 2108 adults, rural participants (p<0.001), those with more chronic conditions (p<0.001), and those attending a chronic disease program (p=0.037) reported traveling further distances to medical services. Participants with limited activity (p<0.001), those from urban counties (p=0.017), and those who traveled further (p=0.030) were more likely to attend a chronic disease program. CONCLUSION: While further distances to healthcare providers was found to be a protective factor based on the utilization of community-based resources, rural residents were less likely to attend a program to better manage their chronic conditions, potentially choosing to use long distance travel to address urgent medical needs rather than focusing on prevention and management of their conditions. Important policy and programmatic efforts are needed to increase reach of chronic disease self-management programs and other community services and resources in rural areas and to reduce rural inequities.

Factors Associated with College Women's Personal and Parental Decisions to be Vaccinated Against HPV.

The human papillomavirus (HPV) is a public health concern because of its association with cancer. HPV vaccine rates among college students remains low. This is a critical catch-up age for individuals to receive the HPV vaccine and research shows parents still play a role in college students' medical decision-making. Therefore, the purpose of this study was to examine factors related to college women making a solo decision to initiate the HPV vaccination in comparison to making a joint parent-daughter decision. Data collected using an internet-delivered questionnaire were analyzed from 799 college women who had initiated or completed the HPV vaccination. Multinomial logistic regression was performed to compare study variables on who decided the participant should be vaccinated (self-decision, parent-only decision, joint parent-daughter decision). Participants who were older (OR 1.68, p < 0.001) and sexually active (OR 4.97, p < 0.001) were significantly more likely to have made a solo decision to be vaccinated. Participants who completed the HPV vaccination (OR 0.33, p < 0.001) and those who talked with a parent about the HPV vaccine (OR 0.12, p < 0.001) were significantly less likely to have made a solo decision to be vaccinated. Findings indicate joint parent-daughter decisions may improve HPV vaccination cycle completion.

Use of a Unique Farmers' Market Program Targeting Lower-Income Community Members.

We examined use of a farmers' market that leverages community partnerships to provide free produce to lower-income persons. Participants (n = 422) were asked to complete a questionnaire and given an ID number, which was used to track market use from 2014 to 2015. Chi square tests were used to examine associations between 2014/2015 market use and reasons for market use, financial support received, and how attendees had learned about the market. Ordinal regression was used to identify household characteristics associated with increased market attendance. Although the proportion of lower-income attendees declined over the study period, a substantial proportion of households in 2014 (69.1%) and 2015 (54.6%) were below the poverty threshold. We identified significant differences in attendees' reasons for market use and ways attendees heard about the market from 2014 to 2015. The most frequently reported reason for 2014 market use was retirement/fixed income (P < 0.001) and in 2015 was low-income (P < 0.001). Most attendees heard about the market through flyers (P < 0.001) and word of mouth (P ≤ 0.001) in 2014 and through local, non-profit services (P < 0.001) in 2015. In the ordinal regression, households with an older person registering the household for the market used the market more times per year (P < 0.001). Impoverished households (P = 0.020) and households receiving more financial support services (P < 0.001) used the market fewer times per year. While a substantial proportion of lower-income persons used the free-produce market, frequency of use was still lowest among this group indicating a need to address barriers beyond produce cost.