Development of a Survey of Sunscreen Use and Attitudes among Adults in Two Coastal States, 2019.

Skin cancer is the most common form of cancer in the United States, and regular use of broad-spectrum sunscreens can prevent skin cancer. However, a new law in Hawaii that limits sunscreen choices due to the belief that some UV (ultraviolet) filters may damage coral reefs may reduce sunscreen use and increase skin-cancer risk. Because of this, there is a need for measurement tools to help understand consumer behavior and determinants of sunscreen purchase and use. The objectives of this study were (1) to test new questionnaire measures relevant to the Hawaii Sunscreen Ban; and (2) to assess adults' knowledge, attitudes, and habits related to sunscreen in two other coastal states. This survey of adult residents of California and Florida was conducted in the summer of 2019. Newly developed scales addressed beliefs about effects of sunscreens on aquatic/marine environments and awareness of the Hawaii sunscreen ban. Respondents completed the survey twice to evaluate the test-retest reliability. Respondents (n = 162) were mainly female, White, and college-educated. New scales had moderate-to-high internal consistency and high test-retest reliability. Sunscreen use was high, sunburn was common, and knowledge and attitudes about sunscreen were modest. Most respondents did not know the specifics of the Hawaii Sunscreen Ban. In multivariate models, significant predictors of sunscreen use were being older, female, and having higher sunscreen knowledge. Sunscreen beliefs were not significantly associated with sunscreen use or sunburn. The findings support the use of the newly developed survey and suggest that more education about sunscreen and sunscreen ingredients is needed.

Effect of Financial Incentives and Environmental Strategies on Weight Loss in the Healthy Weigh Study: A Randomized Clinical Trial.

Importance: Modest weight loss can lead to meaningful risk reduction in adults with obesity. Although both behavioral economic incentives and environmental change strategies have shown promise for initial weight loss, to date they have not been combined, or compared, in a randomized clinical trial. Objective: To test the relative effectiveness of financial incentives and environmental strategies, alone and in combination, on initial weight loss and maintenance of weight loss in adults with obesity. Design, Setting, and Participants: This randomized clinical trial was conducted from 2015 to 2019 at 3 large employers in Philadelphia, Pennsylvania. A 2-by-2 factorial design was used to compare the effects of lottery-based financial incentives, environmental strategies, and their combination vs usual care on weight loss and maintenance. Interventions were delivered via website, text messages, and social media. Participants included adult employees with a body mass index (BMI; weight in kilograms divided by height in meters squared) of 30 to 55 and at least 1 other cardiovascular risk factor. Data analysis was performed from June to July 2021. Interventions: Interventions included lottery-based financial incentives based on meeting weight loss goals, environmental change strategies tailored for individuals and delivered by text messages and social media, and combined incentives and environmental strategies. Main Outcome and Measures: The primary outcome was weight change from baseline to 18 months, measured in person. Results: A total of 344 participants were enrolled, with 86 participants each randomized to the financial incentives group, environmental strategies group, combined financial incentives and environmental strategies group, and usual care (control) group. Participants had a mean (SD) age of 45.6 (10.5) years and a mean (SD) BMI of 36.5 (7.1); 247 participants (71.8%) were women, 172 (50.0%) were Black, and 138 (40.1%) were White. At the primary end point of 18 months, participants in the incentives group lost a mean of 5.4 lb (95% CI, -11.3 to 0.5 lb [mean, 2.45 kg; 95% CI, -5.09 to 0.23 kg]), those in the environmental strategies group lost a mean of a 2.2 lb (95% CI, -7.7 to 3.3 lb [mean, 1.00 kg; 95% CI, -3.47 to 1.49 kg]), and the combination group lost a mean of 2.4 lb (95% CI, -8.2 to 3.3 lb [mean, 1.09 kg; 95% CI, -3.69 to 1.49 kg]) more than participants in the usual care group. Financial incentives, environmental change strategies, and their combination were not significantly more effective than usual care. At 24 months, after 6 months without an intervention, the difference in the change from baseline was similar to the 18-month results, with no significant differences among groups. Conclusions and Relevance: In this randomized clinical trial, across all study groups, participants lost a modest amount of weight but those who received financial incentives, environmental change, or the combined intervention did not lose significantly more weight than those in the usual care group. Employees with obesity may benefit from more intensive individualized weight loss strategies. Trial Registration: ClinicalTrials.gov Identifier: NCT02878343.

Cost-Effectiveness of Four Financial Incentive Programs for Smoking Cessation.

Rationale: A trial of four financial incentive programs, conducted at CVS Caremark, a large employer, documented their effectiveness in promoting sustained abstinence from smoking, but their cost-effectiveness is unknown, and the significant up-front cost of the incentives is a deterrent to their adoption. Objectives: To determine the cost-effectiveness of these incentives from the healthcare sector and employer perspectives. Methods: This study examines a decision model built with trial data, supplemented by data from the literature. Life-expectancy gains for quitters were projected on the basis of U.S. life tables. The two individual-oriented programs paid $800 for smoking cessation at 6 months; one required participants to deposit $150 at baseline. Payments in the two group-oriented programs varied with the group's success; again, one required participants to deposit $150. Results: Life-years, quality-adjusted life-years (QALYs), costs (2012 dollars), and cost-effectiveness ratios are described. From the healthcare sector perspective, costs ranged from $3,200 per life-year ($2,500 per QALY) for the competitive deposit program, compared with usual care, to $6,500 per life-year ($5,100 per QALY) for the individual reward program. From the employer perspective, costs ranged from $256,600 per life-year gained for the individual deposit program to $1,711,100 per life-year gained for the individual reward program; the cost per QALY ranged from $65,300 for the competitive deposit program to $128,800 for the individual reward program. Cost-effectiveness from the employer perspective improved with longer decision horizons. Including future medical costs reduced cost-effectiveness from both perspectives. Conclusions: Four financial incentive programs that paid smokers to quit are very cost-effective from the healthcare sector perspective. They are more expensive from the employer perspective but may be cost-effective for employers with longer decision horizons.

The healthy food marketing strategies study: design, baseline characteristics, and supermarket compliance.

Identifying effective strategies to promote healthy eating and reduce obesity is a priority in the USA, especially among low-income and minority groups, who often have less access to healthy food and higher rates of obesity. Efforts to improve food access have led to more supermarkets in low-income, ethnically diverse neighborhoods. However, this alone may not be enough to reduce food insecurity and improve residents' diet quality and health. This paper summarizes the design, methods, baseline findings, and supermarket in-store marketing strategy compliance for a randomized trial of the impact of healthy food marketing on the purchase of healthier "target" food items. Thirty-three supermarkets in low-income, high-minority neighborhoods in the metropolitan Philadelphia area were matched on store size and percentage of sales from government food assistance programs and randomly assigned to the intervention or control group. Healthy marketing strategies, including increased availability of healthier "target" products, prime shelf-placement and call-out promotion signs, and reduced availability of regular "comparison" products, were implemented in 16 intervention stores for an 18 month period for over 100 individual food items. Six product categories were studied: bread, checkout cooler beverages, cheese, frozen dinners, milk, and salty snacks. The primary outcome measure was weekly sales per store in each product category for 1 year preintervention and 18 months during the intervention. Compliance with the marketing strategies was assessed twice per month for the first 6 months and once a month thereafter. Store and neighborhood characteristics were not significantly different between control and intervention stores. Intercept surveys with customers to assess shopping habits and grocery marketing environment assessments to examine the food promotion environment were completed in the same six food categories. In intercept surveys, 51.0% of shoppers self-identified as overweight and 60.6% wanted to change their weight. Shoppers who typically purchased one type of food over another commonly did so out of habit or because the item was on sale. Findings revealed that preintervention sales of healthier "target" or regular "comparison" items did not differ between intervention and control stores for 1 year prior to intervention implementation. Rates of compliance with the healthy marketing strategies were high, averaging 76.5% over the first 12 months in all 16 stores. If healthy in-store marketing interventions are effective in this scaled-up, longer-term study, they should be translated into wider use in community supermarkets.

Patient Satisfaction and Perceived Quality of Care Among Younger Medicare Beneficiaries According to Activity Limitation Stages.

OBJECTIVE: To examine the association between activity limitation stages and patient satisfaction and perceived quality of medical care among younger Medicare beneficiaries. DESIGN: Cross-sectional study. SETTING: Medicare Current Beneficiary Survey (MCBS) for calendar years 2001-2011. PARTICIPANTS: A population-based sample (N=9323) of Medicare beneficiaries <65 years of age living in the community. INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURES: MCBS questions were categorized under 5 patient satisfaction and perceived quality dimensions: care coordination and quality, access barriers, technical skills of primary care physician (PCP), interpersonal skills of PCP, and quality of information provided by PCP. Persons were classified into an activity limitation stage (0-IV) which was derived from self-reported difficulty performing activities of daily living (ADL) and instrumental activities of daily living (IADL). RESULTS: Compared to beneficiaries with no limitations at ADL stage 0, the adjusted odds ratios (95% confidence intervals) for stage I (mild) to stage IV (complete) for satisfaction with access barriers ranged from 0.62 (0.53-0.72) at stage I to a minimum of 0.31 (0.22-0.43) at stage IV. Similarly, compared to beneficiaries at IADL stage 0, satisfaction with access barriers ranged from 0.66 (0.55-0.79) at stage I to a minimum of 0.36 (0.26-0.51) at stage IV. Satisfaction with care coordination and quality and perceived quality of medical care were not associated with activity limitation stages. CONCLUSIONS: Younger Medicare beneficiaries with disabilities reported decreased satisfaction with access to medical care, highlighting the need to improve access to health care and human services and to enhance workforce capacity to meet the needs of this patient population.

Functional Impairments Associated With Patient Activation Among Community-Dwelling Older Adults.

OBJECTIVES: Activity of daily living stages and instrumental activity of daily living stages demonstrated ordered associations with mortality, risk of hospitalization, and receipt of recommended care. This article explores the associations of stages with the following three dimensions of patient activation: self-care efficacy, patient-doctor communication, and health-information seeking. We hypothesized that higher activity of daily living and instrumental activity of daily living stages (greater limitation) are associated with a lower level of patient activation. METHODS: Patient activation factors were derived from the 2004 and 2009 Medicare Current Beneficiary Survey. In this cross-sectional study (N = 8981), the associations of activity limitation stages with patient activation factors were assessed in latent factor models. RESULTS: Greater activity limitation was in general inversely associated with self-efficacy, patient-doctor communication, and health information seeking, even after adjusting for sociodemographic and clinical characteristics. For instance, the mean of self-care efficacy across activity of daily living stages I-IV (mild, moderate, severe, and complete limitation) compared with stage 0 (no limitation) decreased significantly by 0.17, 0.29, 0.34, and 0.60, respectively. Covariates associated with suboptimal patient activation were also identified. DISCUSSION: Our study identified multiple opportunities to improve patient activation, including providing support for older adults with physical impairments, at socioeconomic disadvantages, or with psychological or cognitive impairment.

Preventable hospitalizations, barriers to care, and disability.

The AHRQ's Prevention Quality Indicators assume inpatient hospitalizations for certain conditions, referred as ambulatory-care sensitive (ACS) conditions, are potentially preventable and may indicate reduced access to and a lower quality of ambulatory care. Using a cohort drawn from the Medicare Current Beneficiary Survey (MCBS) linked to Medicare claims, we examined the extent to which barriers to healthcare are associated with ACS hospitalizations and related costs, and whether these associations differ by beneficiaries' disability status. Our results indicate that the regression-adjusted cost of ACS hospitalizations for elderly Medicare beneficiaries with no disabilities was $799. This cost increased six-fold, by $5148, among beneficiaries with mild disability, by $9045 for beneficiaries with moderate disability, by $5513 for those with severe disability, and by $8557 for persons with complete disability (P < 0.001). Persons reporting having foregone or delayed needed medical care because of financial difficulties (+$2082, P = .05), those experiencing low satisfaction with care coordination (+$1714, P = .01), and those reporting low satisfaction with access to care (+$1237, P = .02) also incurred significant excess ACS hospitalization costs relative to persons reporting no such barriers. This pattern held true for those with and without a disability, but were especially marked among persons with no functional limitations. These findings suggest that a better understanding of how public policy might effectively improve care coordination and reduce financial barriers to care is essential to formulating programs that reduce excess hospitalizations among the large and growing number of elderly Medicare beneficiaries.

A Risk Scoring System for the Prediction of Functional Deterioration, Institutionalization, and Mortality Among Medicare Beneficiaries.

OBJECTIVE: We sought to develop a risk scoring system for predicting functional deterioration, institutionalization, and mortality. Identifying predictors of poor health outcomes informs clinical decision-making, service provision, and policy development to address the needs of persons at greatest risk for poor health outcomes. DESIGN: This is a cohort study with 21,257 community-dwelling Medicare beneficiaries 65 yrs and older who participated in the 2001-2008 Medicare Current Beneficiary Survey. Derivation of the model was conducted in 60% of the sample and validated in the remaining 40%. Multinomial logistic regression model generated ß coefficients, which were used to create a risk scoring system. Our outcome was instrumental activity of daily living stage transitions (stable/improved function and functional deterioration), institutionalization, or mortality for 2 yrs of follow-up. RESULTS: A total of 18 factors were identified for functional deterioration (P < 0.05). In the derivation cohort, the likelihood of functional deterioration ranged from 6.27% to 33.51%, risk of institutionalization from 0.07% to 12.13%, and risk of mortality from 2.13% to 31.83%, in comparison with stable/improved function. CONCLUSIONS: A risk scoring system predicting Medicare beneficiaries' risk of functional deterioration, institutionalization, and mortality based on demographic and clinical indicators may feasibly be developed with implications for healthcare delivery.

Premorbid Activity Limitation Stages Are Associated With Posthospitalization Discharge Disposition.

OBJECTIVE: Activity of daily living stages and instrumental activity of daily living stage have demonstrated associations with mortality and health service use among older adults. This cohort study aims to assess the associations of premorbid activity limitation stages with acute hospital discharge disposition among community-dwelling older adults. DESIGN: Study participants were Medicare beneficiaries aged 65 yrs or older who enrolled in the Medicare Current Beneficiary Survey between 2001 and 2009. Associations of premorbid stages with discharge dispositions were estimated with multinomial logistic regression models adjusted for covariates. RESULTS: The proportions of elderly Medicare patients discharged to home with self-care, home with services, postacute care facilities, and other dispositions were 59%, 15%, 19%, and 7%, respectively. The following adjusted relative risk ratios and 95% confidence intervals of postacute care facilities versus home with self-care discharge increased with higher premorbid activity limitation stages (except nonfitting stage III): 1.7 (1.5-2.0), 2.4 (2.0-2.9), 2.4 (1.9-3.0), and 2.5 (1.6-4.1) for activity of daily living stages I-IV; a similar pattern was found for instrumental activity of daily living stages. The adjusted relative risk ratios of discharge to home with services also increased with higher premorbid activity limitation stages compared with no limitation. CONCLUSIONS: Routinely assessed activity limitation stages predict posthospitalization discharge disposition among older adults and may be used to anticipate postacute care and services use by elderly Medicare beneficiaries.

Predicting 3-year mortality and admission to acute-care hospitals, skilled nursing facilities, and long-term care facilities in Medicare beneficiaries.

PURPOSE: The ability to predict mortality and admission to acute care hospitals, skilled nursing facilities (SNFs), and long-term care (LTC) facilities in the elderly and how it varies by activity of daily living (ADL) and instrumental ADL (IADL) status could be useful in measuring the success or failure of economic, social, or health policies aimed at disability prevention and management. We sought to derive and assess the predictive performance of rules to predict 3-year mortality and admission to acute care hospitals, SNFs, and LTC facilities among Medicare beneficiaries with differing ADL and IADL functioning levels. METHODS: Prospective cohort using Medicare Current Beneficiary Survey data from the 2001 to 2007 entry panels. In all, 23,407 community-dwelling Medicare beneficiaries were included. Multivariable logistic models created predicted probabilities for all-cause mortality and admission to acute care hospitals, SNFs, and LTC facilities, adjusting for sociodemographics, health conditions, impairments, behavior, and function. RESULTS: Sixteen, 22, 14, and 14 predictors remained in the final parsimonious model predicting 3-year all-cause mortality, inpatient admission, SNF admission, and LTC facility admission, respectively. The C-statistic for predicting 3-year all-cause mortality, inpatient admission, SNF admission, and LTC facility admission was 0.779, 0.672, 0.753, and 0.826 in the ADL activity limitation stage development cohorts, respectively, and 0.788, 0.669, 0.748, and 0.799 in the ADL activity limitation stage validation cohorts, respectively. CONCLUSIONS: Parsimonious models can identify elderly Medicare beneficiaries at risk of poor outcomes and can aid policymakers, clinicians, and family members in improving care for older adults and supporting successful aging in the community.

The Association Between Activity Limitation Stages and Admission to Facilities Providing Long-term Care Among Older Medicare Beneficiaries.

OBJECTIVE: This study aimed to examine whether activity limitation stages are associated with admission to facilities providing long-term care (LTC). DESIGN: Cohort study using Medicare Current Beneficiary Survey data from the 2005-2009 entry panels. A total of 14,580 community-dwelling Medicare beneficiaries 65 years or older were included. Proportional subhazard models examined associations between activity limitation stages and time to first LTC admission, adjusting for baseline sociodemographics and health conditions. RESULTS: The weighted annual rate of LTC admission was 1.1%. In the adjusted model, compared to activity of daily living (ADL) stage 0, the hazard ratios (95% confidence intervals [CIs]) were 2.0 (1.5-2.7), 3.9 (2.9-5.4), 3.6 (2.5-5.3), and 4.7 (2.5-9.0) for ADL stage I (mild limitation), ADL stage II (moderate limitation), ADL stage III (severe limitation), and ADL stage IV (complete limitation), respectively. Compared to instrumental ADL (IADL) stage 0, the hazard ratios, and 95% CIs for IADL stages I to IV were 2.0 (1.4-2.7), 3.7 (2.6-5.4), 4.6 (3.3-6.5), and 7.6 (4.6-12.3), respectively. CONCLUSIONS: Activity limitation stages are strongly associated with future admission to LTC and may therefore be useful in identifying specific supportive care needs among vulnerable older community-dwelling adults, which may reduce or the delay need for admission to LTC.

Predictive Indices for Functional Improvement and Deterioration, Institutionalization, and Death Among Elderly Medicare Beneficiaries.

BACKGROUND: Prediction models can help clinicians provide the best and most appropriate care to their patients and can help policy makers design services for groups at highest risk for poor outcomes. OBJECTIVE: To develop prediction models identifying both risk factors and protective factors for functional deterioration, institutionalization, and death. DESIGN: Cohort study using data from the Medicare Current Beneficiary Survey (MCBS). SETTING: Community survey. PARTICIPANTS: This study included 21,264 Medicare beneficiaries 65 years of age and older who participated in the MCBS from the 2001-2008 entry panels and were followed up for 2 years. METHODS: The index was derived in 60% and validated in the remaining 40%. ß Coefficients from a multinomial logistic regression model were used to derive points, which were added together to create scores associated with the outcome. MAIN OUTCOME MEASURE: The outcome was activity of daily living (ADL) stage transitions over 2 years following entry into the MCBS. Beneficiaries were categorized into 1 of 4 outcome categories: stable or improved function, functional deterioration, institutionalization, or death. RESULTS: Our model identified 16 factors for functional deterioration (age, gender, education, living arrangement, dual eligibility, proxy use, Alzheimer disease/dementia, angina pectoris/coronary heart disease, diabetes, emphysema/asthma/chronic obstructive pulmonary disease, mental/psychiatric disorder, Parkinson disease, stroke/brain hemorrhage, hearing impairment, vision impairment, and baseline ADL stage) after backward selection (P < .05). Compared to stable or improved function, the risk of functional deterioration ranged from ≤1 to ≥6, ≤4 to ≥22 for the risk of institutionalization, and ≤3 to ≥16 for the risk of death. CONCLUSION: Predictive indices, or point and scoring systems used to predict outcomes, can identify elderly Medicare beneficiaries at risk for functional deterioration, institutionalization, and death and can aid policy makers, clinicians, and family members in improving care for older adults and supporting successful aging in the community. LEVEL OF EVIDENCE: III.

Perceived barriers to healthcare and receipt of recommended medical care among elderly Medicare beneficiaries.

PURPOSE: Many Medicare beneficiaries perceive barriers to receiving healthcare, although the consequences are unknown. Facilitators can aid in the receipt of healthcare services. The objective was to assess the relationship between perceived facilitators and barriers to healthcare and actual receipt of recommended medical care among elderly beneficiaries. METHODS: A cohort study using data from the 2001-2008 entry panels of the Medicare Current Beneficiary Survey that included 24,607 community-dwelling beneficiaries 65 years of age and older. Surveys elicited perceptions of healthcare with respect to: care coordination and quality; access to medical care; getting or delaying healthcare because of financial reasons; transportation; and usual source of care. The outcome was receipt of recommended medical care, expressed as an aggregate of 38 indicators covering initial evaluation, diagnostic tests, therapeutic interventions, hospitalization follow-up, and routine preventive care. Multivariable survey logistic regression produced odds ratios (ORs) and 95% confidence intervals (CIs) for receipt of recommended medical care, adjusted for sociodemographics, insurance, comorbidities, and disability. RESULTS: Beneficiaries who reported having trouble getting or reported delaying healthcare because of financial reasons (barrier) (adjusted OR=0.79, 95% CI: 0.73-0.86) and those who reported having no usual source of care (facilitator) (adjusted OR=0.55, 95% CI: 0.48-0.63) were less likely to receive recommended medical care. CONCLUSIONS: Survey data that capture patient perceptions of facilitators and barriers to healthcare may be useful for identifying system factors that affect timely receipt of recommended medical care. This information can inform the design of policies and programs to improve the healthcare of older adults.

Presence of Vision Impairment and Risk of Hospitalization among Elderly Medicare Beneficiaries.

PURPOSE: To examine the association between vision impairment and all-cause hospitalization among elderly Medicare beneficiaries. METHODS: A population-based study (N = 22,681) of community-dwelling Medicare beneficiaries aged 65 years and older who participated in the Medicare Current Beneficiary Survey for the years 2001-2007. Beneficiaries were classified into self-reported presence of vision impairment versus no vision impairment. Inpatient hospitalizations were identified using Medicare claims data. A multivariable Cox proportional hazard model examined the association between presence of vision impairment and time to first hospitalization within 3 years of survey entry after adjusting for sociodemographics, comorbidities, hearing impairment, and activity limitation stages derived from difficulty performing the activities of daily living. RESULTS: Medicare beneficiaries who self-reported the presence of vision impairment were significantly more likely to be hospitalized over 3 years compared to beneficiaries without vision impairment even after adjustment for potentially influential covariates (hazard ratio = 1.14 and 95% confidence interval: 1.05-1.23). CONCLUSIONS: Medicare beneficiaries with self-reported vision impairment were at higher risk of hospitalization during a 3-year period. Further research may identify reasons that are amenable to policy interventions.

Disparities in receipt of recommended care among younger versus older medicare beneficiaries: a cohort study.

BACKGROUND: Although health disparities have been documented between Medicare beneficiaries based on age (<65 years vs. older age groups), underuse of recommended medical care in younger beneficiaries has not been thoroughly investigated. In this study, we aim to identify and characterize vulnerabilities of the younger Medicare age group (aged <65 years) in relation to older age groups (aged 65-74 years and ≥75 years) and to explore age group as a determinant of use of recommended care among Medicare beneficiaries. METHODS: We conducted a cohort study of community-dwelling Medicare beneficiaries who participated in the Medicare Current Beneficiary Survey between 2001 and 2008 (N = 30,117). Age group characteristics were compared using cross-sectional data at baseline. During follow-up, we assessed the association between age and receipt of recommended care on 38 recommended care indicators, adjusting for sociodemographic and clinical characteristics. Follow-up periods differed by component indicator. RESULTS: At baseline, a higher proportion of younger beneficiaries experienced social disadvantage, disability and certain morbidities than older age groups. During follow-up, younger beneficiaries were significantly less likely to receive overall recommended care compared to those 65-74 years of age (adjusted odds ratio and 95% confidence interval: 0.75, 0.70-0.80). In addition, male gender, non-Hispanic black race, less than high school education, living alone, with children or with others, psychiatric disorders and higher activity limitation stages were all associated with underuse of recommended care. CONCLUSIONS: Younger Medicare beneficiary status appears to be an independent risk factor for underuse of appropriate care. Support to ameliorate disparities in different social and health aspects may be warranted.

Patient Satisfaction and Prognosis for Functional Improvement and Deterioration, Institutionalization, and Death Among Medicare Beneficiaries Over 2 Years.

OBJECTIVE: To examine how patient satisfaction with care coordination and quality and access to medical care influence functional improvement or deterioration (activity limitation stage transitions), institutionalization, or death among older adults. DESIGN: National representative sample with 2-year follow-up. SETTING: Medicare Current Beneficiary Survey from calendar years 2001 to 2008. PARTICIPANTS: Community-dwelling adults (N=23,470) aged ≥65 years followed for 2 years. INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURES: A multinomial logistic regression model taking into account the complex survey design was used to examine the association between patient satisfaction with care coordination and quality and patient satisfaction with access to medical care and activities of daily living (ADL) stage transitions, institutionalization, or death after 2 years, adjusting for baseline socioeconomics and health-related characteristics. RESULTS: Out of 23,470 Medicare beneficiaries, 14,979 (63.8% weighted) remained stable in ADL stage, 2508 (10.7% weighted) improved, 3210 (13.3% weighted) deteriorated, 582 (2.5% weighted) were institutionalized, and 2281 (9.7% weighted) died. Beneficiaries who were in the top quartile of satisfaction with care coordination and quality were less likely to be institutionalized (adjusted relative risk ratio [RRR], .68; 95% confidence interval [CI], .54-.86). Beneficiaries who were in the top quartile of satisfaction with access to medical care were less likely to functionally deteriorate (adjusted RRR, .87; 95% CI, .79-.97), be institutionalized (adjusted RRR, .72; 95% CI, .56-.92), or die (adjusted RRR, .86; 95% CI, .75-.98). CONCLUSIONS: Knowledge of patient satisfaction with medical care and risk of functional deterioration may be helpful for monitoring and addressing disability-related health care disparities and the effect of ongoing policy changes among Medicare beneficiaries.

Disability Stages and Trouble Getting Needed Health Care Among Medicare Beneficiaries.

OBJECTIVE: The aim of this study was to examine whether activity limitation stages were associated with patient-reported trouble getting needed health care among Medicare beneficiaries. DESIGN: This was a population-based study (n = 35,912) of Medicare beneficiaries who participated in the Medicare Current Beneficiary Survey for years 2001-2010. Beneficiaries were classified into an activity limitation stage from 0 (no limitation) to IV (complete) derived from self-reported or proxy-reported difficulty performing activities of daily living and instrumental activities of daily living. Beneficiaries reported whether they had trouble getting health care in the subsequent year. A multivariable logistic regression model examined the association between activity limitation stages and trouble getting needed care. RESULTS: Compared with beneficiaries with no limitations (activities of daily living stage 0), the adjusted odds ratios (ORs) (95% confidence intervals [CIs]) for stage I (mild) to stage IV (complete) for trouble getting needed health care ranged from OR = 1.53 (95% CI, 1.32-1.76) to OR = 2.86 (95% CI, 1.97-4.14). High costs (31.7%), not having enough money (31.2%), and supplies/services not covered (24.2%) were the most common reasons for reporting trouble getting needed health care. CONCLUSION: Medicare beneficiaries at higher stages of activity limitations reported trouble getting needed health care, which was commonly attributed to financial barriers.

Disability stage and receipt of recommended care among elderly medicare beneficiaries.

BACKGROUND: Receipt of recommended care among older adults is generally low. Findings regarding service use among persons with disabilities supports the notion of disparities but provides inconsistent evidence of underuse of recommended care. OBJECTIVE: To examine the extent to which receipt of recommended care among older Medicare beneficiaries varies by disability status, using a newly developed staging method to classify individuals according to disability. METHODS: In a cohort study, we included community-dwelling Medicare beneficiaries aged 65 and older who participated in the Medicare Current Beneficiary Survey between 2001 and 2008. Logistic regression modeling assessed the association of receiving recommended care on 38 indicators across different activity limitation stages. RESULTS: Nearly one out of every three elderly Medicare beneficiaries did not receive overall recommended care. Adjusted odds ratios (ORs) revealed a decrease in use of recommended care with increasing activity limitation stage. For instance, ORs (95% CIs) across mild, moderate, severe and complete limitation stages (stages I-IV) compared to no limitation (stage 0) in ADLs were 0.99 (0.94-1.05), 0.89 (0.83-0.95), 0.81 (0.75-0.89) and 0.56 (0.46-0.68). Disparities in receipt of recommended care by disability stage were most marked for care related to post-hospitalization follow-up and, to a lesser degree, care of chronic conditions and preventive care. CONCLUSIONS: Elderly beneficiaries at higher activity limitation stages experienced substantial disparities in receipt of recommended care. Tailored interventions may be needed to reduce disparities in receipt of recommended medical care in this population.

Identifying neuropsychiatric disorders in the Medicare Current Beneficiary Survey: the benefits of combining health survey and claims data.

BACKGROUND: To address the impact of using multiple sources of data in the United States Medicare Current Beneficiary Survey (MCBS) compared to using only one source of data to identify those with neuropsychiatric diagnoses. METHODS: Our data source was the 2010 MCBS with associated Medicare claims files (N = 14, 672 beneficiaries). The MCBS uses a stratified multistage probability sample design to select a nationally representative sample of Medicare beneficiaries. We excluded those participants in Medicare Health Maintenance Organizations (n = 3894) and performed a cross-sectional analysis. We classified neuropsychiatric conditions according to four broad categories: intellectual/developmental disorders, neurological conditions affecting the central nervous system (Neuro-CNS), dementia, and psychiatric conditions. To account for different baseline prevalence differences of the categories we calculated the relative increase in prevalence that occurred from adding information from claims in addition to the absolute increase to allow comparison among categories. RESULTS: The estimated proportion of the sample with neuropsychiatric disorders increased to 50.0 (both sources) compared to 38.9 (health survey only) and 33.2 (claims only) with an overlap between sources of only 44.1 %. Augmenting health survey data with claims led to an increase in estimated percentage of intellectual/developmental disorders, psychiatric disorders, Neuro-CNS disorders and dementia of 1.3, 5.9, 11.5 and 3.8 respectively. In the community sample, the largest relative increases were seen for dementia (147.6 %) and Neuro-CNS disorders (87.4 %). With the exception of dementia, larger relative increases were seen in the facility sample with the greatest being for intellectual/developmental disorders (121.5 %) and Neuro-CNS disorders (93.8 %). CONCLUSIONS: The magnitude of potentially underestimated sample proportions using health survey only data varied strikingly according to the category of diagnosis and setting. Augmentation of survey data with claims appears essential particularly when attempting to estimate proportion of the sample affected by conditions that cause cognitive impairment which may affect ability to self-report. Augmenting proxy survey data with claims data also appears to be essential when ascertaining proportion of the facility-dwelling sample affected by neuropsychiatric disorders.

Comparison of predictive value of activity limitation staging systems based on dichotomous versus trichotomous responses in the Medicare Current Beneficiary Survey.

BACKGROUND: Traditional ways of measuring disability include summary indices, binary expressions, or counts of limitations. However, counts of activity of daily living (ADL) or instrumental activity of daily living (IADL) limitations do not specify which activities are limited. Activity limitation staging systems within the ADL and IADL domains depict both the severity and types of limitations experienced and specify clinically meaningful patterns of increasing difficulty with self-care. OBJECTIVE: To compare the predictive value and utility of ADL and IADL stages based on dichotomous versus trichotomous responses to ADL and IADL questions based on "difficulty" and "receive help" responses. METHODS: Data were analyzed from the 2005, 2006, and 2007 Medicare Current Beneficiary Survey (MCBS) entry panels on 11,706 beneficiaries. This was a prospective cohort study that examined time to inpatient admission, all-cause mortality, skilled nursing facility (SNF) admission, and long-term care (LTC) facility admission based on dichotomous versus trichotomous stages. RESULTS: For both ADLs and IADLs, Akaike information criteria for most outcomes were lower (indicating better-performing models) for the trichotomous staging systems than the dichotomous staging systems. The hazard ratios (HRs) and 95% confidence intervals (CIs) of the dichotomous ADL staging system increased as disability increased, whereas the HRs of the other staging systems fluctuated. CONCLUSIONS: Both staging systems have strong associations with each outcome. The dichotomous staging system is more clinically relevant while the trichotomous staging system may provide utility for clinicians, health care organizations, and policy makers seeking to predict death or admission to a hospital, SNF, or LTC facility.