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.

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.

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.

Understanding non-performance reports for instrumental activity of daily living items in population analyses: a cross sectional study.

BACKGROUND: Concerns about using Instrumental Activities of Daily Living (IADLs) in national surveys come up frequently in geriatric and rehabilitation medicine due to high rates of non-performance for reasons other than health. We aim to evaluate the effect of different strategies of classifying "does not do" responses to IADL questions when estimating prevalence of IADL limitations in a national survey. METHODS: Cross-sectional analysis of a nationally representative sample of 13,879 non-institutionalized adult Medicare beneficiaries included in the 2010 Medicare Current Beneficiary Survey (MCBS). Sample persons or proxies were asked about difficulties performing six IADLs. Tested strategies to classify non-performance of IADL(s) for reasons other than health were to 1) derive through multiple imputation, 2) exclude (for incomplete data), 3) classify as "no difficulty," or 4) classify as "difficulty." IADL stage prevalence estimates were compared across these four strategies. RESULTS: In the sample, 1853 sample persons (12.4 % weighted) did not do one or more IADLs for reasons other than physical problems or health. Yet, IADL stage prevalence estimates differed little across the four alternative strategies. Classification as "no difficulty" led to slightly lower, while classification as "difficulty" raised the estimated population prevalence of disability. CONCLUSIONS: These analyses encourage clinicians, researchers, and policy end-users of IADL survey data to be cognizant of possible small differences that can result from alternative ways of handling unrated IADL information. At the population-level, the resulting differences appear trivial when applying MCBS data, providing reassurance that IADL items can be used to estimate the prevalence of activity limitation despite high rates of non-performance.

How does geographic access affect in-hospital mortality for veterans with acute ischemic stroke?

OBJECTIVE: To examine the relationship between estimated travel time to admitting hospital and mortality for veterans with acute ischemic stroke, controlling for patient demographic, clinical, facility-level variables, as well as select in-hospital treatments and procedures. METHODS: A longitudinal observational population-based study. Information on all veterans discharged from a Veterans Administration Medical Center (VAMC) with an ischemic stroke diagnosis between October 1, 2006 and September 30, 2008 were examined. A total of 10,430 patients met the inclusion criteria for the study. Unadjusted differences between patients who died during the hospital stay versus those patients who were discharged alive, used χ analyses or Student t tests, as appropriate. Multivariable logistic regression was used to control for confounding effects of patient, treatment, and facility characteristics to examine the relationship between travel time and the bivariate outcome of in-hospital mortality. RESULTS: Travel time to the admitting VAMC, our primary variable of interest regarding the effect on in-hospital mortality, after adjusting for the patient, treatment, and facility characteristics showed that longer travel times significantly increased the odds of in-hospital mortality. Travel times ≥ 90 minutes had increased odds of in-hospital mortality (OR=1.476; 95% CI, 1.067-2.042) as compared with <30 minutes. CONCLUSIONS: Even after adjusting for the confounding effects of patient, treatment, and facility characteristics, travel time from home to admitting VAMC was significantly associated with in-hospital mortality.

Patient Satisfaction and Perceived Quality of Care Among Older Adults According to Activity Limitation Stages.

OBJECTIVE: To examine whether patient satisfaction and perceived quality of medical care are related to stages of activity limitations among older adults. DESIGN: Cross-sectional study. SETTING: Medicare Current Beneficiary Survey (MCBS) for calendar years 2001 to 2011. PARTICIPANTS: A population-based sample (N=42,584) of persons aged ≥65 years 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 physicians, interpersonal skills of primary care physicians, and quality of information provided by primary care physicians. Persons were classified into a stage of activity limitation (0-IV) derived from self-reported difficulty levels performing activities of daily living (ADL) and instrumental ADL. RESULTS: Compared with older beneficiaries with no limitations at ADL stage 0, the adjusted odds ratios (ORs) for stage I (mild) to stage III (severe) for satisfaction with care coordination and quality ranged from .85 (95% confidence interval [CI], .80-.92) to .79 (95% CI, .70-.89). Compared with ADL stage 0, satisfaction with access barriers ranged from OR=.81 (95% CI, .76-.87) at stage I to a minimum of OR=.67 (95% CI, .59-.76) at stage III. Similarly, compared with older beneficiaries at ADL stage 0, perceived quality of the technical skills of their primary care physician ranged from OR=.87 (95% CI, .82-.94) at stage I to a minimum of OR=.81 (95% CI, .72-.91) at stage III. CONCLUSIONS: Medicare beneficiaries at higher stages of activity limitation, although not necessarily the highest stage of activity limitation, reported less satisfaction with medical care.

Factors associated with home discharge among veterans with stroke.

OBJECTIVE: To determine which patient-, treatment-, and facility-level characteristics were associated with home discharge among patients hospitalized for stroke within the Department of Veterans Affairs. DESIGN: Retrospective observational study. SETTING: Veterans Affairs facilities nationwide. PARTICIPANTS: Veterans hospitalized for stroke during fiscal year 2007 to fiscal year 2008 (N=12,565). INTERVENTION: Not applicable. MAIN OUTCOME MEASURE: Discharge location after hospitalization. RESULTS: There were 10,130 (80.6%) veterans discharged home after hospitalization for acute stroke. Married veterans were more likely than nonmarried veterans to be discharged home (odds ratio [OR]=1.23; 95% confidence interval [CI]=1.11-1.35). Compared with veterans admitted to the hospital from home, patients admitted from extended care were less likely to be discharged home (OR=.04; 95% CI=.03-.07). Compared with those with occlusion of cerebral arteries, patients with intracerebral hemorrhage (OR=.61; 95% CI=.50-.74) or other central nervous system hemorrhage (OR=.78; 95% CI=.63-.96) were less likely to be discharged home, whereas patients with occlusion of precerebral arteries (OR=1.36; 95% CI=1.07-1.73) were more likely to return home. Evidence of congestive heart failure (OR=.85; 95% CI=.76-.95), fluid and electrolyte disorders (OR=.86; 95% CI=.77-.96), internal organ procedures and diagnostics (OR=.87; 95% CI=.78-.97), and serious nutritional compromise (OR=.49; 95% CI=.40-.62) during hospitalization remained independently associated with lower odds of home discharge. Longer hospitalizations and receipt of rehabilitation services while hospitalized acutely were negatively associated, whereas treatment on more bed sections and rehabilitation accreditation of the facility were positively associated with home discharge. Region exerted a statistically significant effect on home discharge. CONCLUSIONS: We found sociological, clinical, and facility-level factors associated with home discharge after hospitalization for acute stroke. Findings document the importance of considering a broad range of characteristics rather than focusing only on a few specific traits during discharge planning.

Factors influencing receipt of early rehabilitation after stroke.

OBJECTIVE: To identify patient-level characteristics associated with rehabilitation during the acute poststroke phase. DESIGN: Retrospective cohort. Generalized estimating equations modeled the likelihood of rehabilitation during the index hospitalization to account for patient clusters. SETTING: Rehabilitation facilities. PARTICIPANTS: Sample included veterans (N=9681; average age, 68.7y; 97.4% men) diagnosed with new stroke discharged from Veterans Affairs hospitals between October 1, 2006, and September 30, 2008. INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURE: Receipt of rehabilitation services. RESULTS: Of the total cohort, 73% received some type of rehabilitation. After adjustment, stroke patients with cerebral arteries occlusion were most likely to receive rehabilitation compared with other stroke types (P<.001). Patients with prestroke conditions of metastatic cancer (odds ratio [OR]=.68, P<.001) and psychosis (OR=.90, P=.045) were less likely to have rehabilitation, whereas those with hypertension (OR=1.26, P<.001) and other neurologic disorders (OR=1.29, P<.001) were more likely. Compared with patients admitted from home, patients transferred from a non-Veterans Affairs hospital (OR=1.4, P<.004) were more likely to receive rehabilitation, whereas patients admitted from extended care (OR=.59, P<.001) were less likely. Married veterans were less likely to receive rehabilitation services (OR=.87, P<.001) than unmarried veterans. CONCLUSIONS: Within the Veterans Health Administration, initiating rehabilitation in the acute phase poststroke appears to be influenced by patient clinical characteristics and living circumstances.

Mortality predictive indexes for the community-dwelling elderly US population.

BACKGROUND: Few predictive indexes for long-term mortality have been developed for community-dwelling elderly populations. Parsimonious predictive indexes are important decision-making tools for clinicians, policy makers, and epidemiologists. OBJECTIVE: To develop 1-, 5-, and 10-year mortality predictive indexes for nationally representative community-dwelling elderly people. DESIGN: Cohort study. SETTING: The Second Longitudinal Study of Aging (LSOA II). PARTICIPANTS: Nationally representative civilian community-dwelling persons at least 70 years old. We randomly selected 60% of the sample for prediction development and used the remaining 40% for validation. MAIN MEASURES: Sociodemographics, impairments, and medical diagnoses were collected from the LSOA II baseline interviews. Instrumental activities of daily living (IADLs) stages were derived to measure functional status. All-cause mortality was obtained from the LSOA II Linked Mortality Public-use File. RESULTS: The analyses included 7,373 sample persons with complete data, among which mortality rates were 3.7%, 23.3%, and 49.8% for 1, 5, and 10 years, respectively. Four, eight, and ten predictors were identified for 1-, 5-, and 10-year mortality, respectively, in multiple logistic regression models to create three predictive indexes. Age, sex, coronary artery disease, and IADL stages were the most essential predictors for all three indexes. C-statistics of the three indexes were 0.72, 0.74, and 0.75 in the development cohort and 0.72, 0.72, and 0.74 in the validation cohort for 1-, 5-, and 10-year mortality, respectively. Five risk groups were defined based on the scores. CONCLUSIONS: The 1-, 5-, and 10-year mortality indexes include parsimonious predictor sets maximizing ease of mortality prediction in community settings. Thus, they may provide valuable information for prognosis of elderly patients and guide the comparison of alternative interventions. Including IADL stage as a predictor yields simplified mortality prediction when detailed disease information is not available.

Home accessibility, living circumstances, stage of activity limitation, and nursing home use.

OBJECTIVE: To explore the influence of physical home and social environments and disability patterns on nursing home (NH) use. DESIGN: Longitudinal cohort study. Self- or proxy-reported perception of home environmental barriers accessibility, 5 stages expressing the severity and pattern of activities of daily living (ADLs) limitations, and other characteristics at baseline were applied to predict NH use within 2 years or prior to death through logistic regression. SETTING: General community. PARTICIPANTS: Population-based, community-dwelling individuals (N=7836; ≥70y) from the Second Longitudinal Study of Aging interviewed in 1994 with 2-year follow-up that was prospectively collected. INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURE: NH use within 2 years. RESULTS: Perceptions of home environmental barriers and living alone were both associated with approximately 40% increased odds of NH use after adjustment for other factors. Compared with those with no limitations at ADL stage 0, the odds of NH use peaked for those with severe limitations at ADL stage III (odds ratio [OR]=3.12; 95% confidence interval [CI], 2.20-4.41), then declined sharply for those with total limitations at ADL stage IV (OR=.96; 95% CI, .33-2.81). Sensitivity analyses for missing NH use showed similar results. CONCLUSIONS: Accessibility of home environment, living circumstance, and ADL stage represent potentially modifiable targets for rehabilitation interventions for decreasing NH use in the aging U.S. population.

Factors influencing receipt of outpatient rehabilitation services among veterans following lower extremity amputation.

OBJECTIVE: To determine patient-, treatment-, and facility-level characteristics associated with receiving outpatient rehabilitation services after lower extremity amputation within the Veterans Affairs (VA) system. DESIGN: Observational study. SETTING: All Veterans Affairs Medical Centers (VAMCs). PARTICIPANTS: Veterans (N=4165) with lower extremity amputation discharged from VAMCs between October 1, 2002, and September 20, 2004. INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURES: Receipt of outpatient rehabilitation services up to 1 year postdischarge. A Cox proportional hazards model was used to determine the adjusted hazard ratio and 95% confidence interval of veterans to receive outpatient services. RESULTS: Sixty-five percent of veterans with lower extremity amputation received outpatient services. Older veterans, patients admitted for surgical amputation from extended care rather than transferred from another hospital, and those with transfemoral and/or bilateral rather than unilateral transtibial amputations were less likely to receive outpatient services. Those with serious comorbidities and those who had procedures for acute central nervous system disorders, active cardiac pathology, serious nutritional compromise, and severe renal disease during the surgical hospitalization less often initiated outpatient care. Patients who received inpatient consultative rehabilitation compared with inpatient specialized rehabilitation, and who were treated in the Northeast compared with the Southeast less often initiated outpatient care. Finally, those discharged to home or other locations rather than extended care had an initial increased likelihood of receiving outpatient service, but by 180 days postdischarge those discharged to extended care were more likely to initiate outpatient services. CONCLUSIONS: Both clinical characteristics and types of rehabilitation services received appear to influence the receipt of outpatient rehabilitation services. Geographic location also affected the receipt of outpatient rehabilitation, suggesting that care patterns are not standardized across the nation.

Grading: an annotated "pen and paper" approach to multidimensional case-mix-adjusted continuous quality improvement.

In this article, we present a simple multidimensional approach to case-mix adjustment that can be used without sophisticated statistical or computer programs. The objectives are to synthesize and offer examples of practical applications of the principles provided in the other articles in this issue of Topics in Stroke Rehabilitation. Combining case-mix adjustment concepts presented by Berlowitz and coworkers with the educate, execute, and evaluate process presented by Needham and coworkers, the approach applies functional grading to show how to evaluate the impact on patient outcomes after major changes in the structural characteristics of an integrated rehabilitation program within a large hospital-based health system. The example is based on the vignette, Maintaining Functional Outcomes in Times of Change, which appears in the article, "Unraveling the Conundrum of Quality" in this issue.

Possible incremental benefits of specialized rehabilitation bed units among veterans after lower extremity amputation.

BACKGROUND: Little is known about the effect of different types of inpatient rehabilitation on outcomes of patients undergoing lower extremity amputation for nontraumatic reasons. OBJECTIVE: To compare outcomes between patients who received inpatient rehabilitation on specific rehabilitation bed units (specialized) to patients who received rehabilitation on general medical/surgical units (generalized) during the acute postoperative period. METHODS: This was an observational study including 1339 veterans who underwent lower extremity amputation between October 1, 2002 and September 30, 2004. Data were compiled from 9 administrative databases from the Veterans Health Administration. Propensity score risk adjustment methodology was used to reduce selection bias in looking at the effect of type of rehabilitation on outcomes (1-year survival, home discharge from the hospital, prescription of a prosthetic limb within 1 year post surgery, and improvement in physical functioning at rehabilitation discharge). RESULTS: After applying propensity score risk adjustment, there was strong evidence that patients who received specialized versus generalized rehabilitation were more likely to be discharged home (risk difference = 0.10), receive a prescription for a prosthetic limb (risk difference = 0.13), and improve physical functioning (gains on average 6.2 points higher). Specialized patients had higher 1-year survival (risk difference = 0.05), but the difference was not statistically significant. The sensitivity analysis demonstrated our findings to be unaffected by a moderately strong amount of unmeasured confounding. CONCLUSIONS: Receipt of specialized compared with generalized rehabilitation during the acute postoperative inpatient period was associated with better outcomes. Future studies will need to look at different intensity, timing, and location of rehabilitation services.

Factors influencing decisions to admit patients to veterans affairs specialized rehabilitation units after lower-extremity amputation.

UNLABELLED: Bates BE, Kwong PL, Kurichi JE, Bidelspach DE, Reker DM, Maislin G, Xie D, Stineman M. Factors influencing decisions to admit patients to Veterans Affairs specialized rehabilitation units after lower-extremity amputation. OBJECTIVE: To understand patient- and facility-level characteristics that influence decisions to admit veterans to a specialized rehabilitation unit (SRU) after a lower-extremity amputation. DESIGN: Database study. SETTING: All Veterans Affairs Medical Centers (VAMCs). PARTICIPANTS: Veterans with lower-extremity amputation discharged from VAMCs between October 1, 2002, and September 30, 2004. INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURE: Admission to an SRU. RESULTS: There were a total of 2922 veterans with lower-extremity amputations; 616 patients were admitted to an SRU, whereas 2306 received consultative rehabilitation services only. Patients admitted to an SRU waited longer to have their first rehabilitation assessment after surgery and had middle-range physical and cognitive disabilities. Patients who received consultative rehabilitation services only tended to have greater illness burden. They were more likely to have previous amputation complication, paralysis, or renal failure and either very severe or minimal physical and cognitive disabilities. CONCLUSIONS: The selection of veterans with new lower-extremity amputations for admission to an SRU appears clinically reasonable and based on the likelihood of successful outcomes.

Making sense of cancer risk calculators on the web.

OBJECTIVE: Cancer risk calculators on the internet have the potential to provide users with valuable information about their individual cancer risk. However, the lack of oversight of these sites raises concerns about low quality and inconsistent information. These concerns led us to evaluate internet cancer risk calculators. DESIGN: After a systematic search to find all cancer risk calculators on the internet, we reviewed the content of each site for information that users should seek to evaluate the quality of a website. We then examined the consistency of the breast cancer risk calculators by having 27 women complete 10 of the breast cancer risk calculators for themselves. We also completed the breast cancer risk calculators for a hypothetical high- and low-risk woman, and compared the output to Surveillance Epidemiology and End Results estimates for the average same-age and same-race woman. RESULTS: Nineteen sites were found, 13 of which calculate breast cancer risk. Most sites do not provide the information users need to evaluate the legitimacy of a website. The breast cancer calculator sites vary in the risk factors they assess to calculate breast cancer risk, how they operationalize each risk factor and in the risk estimate they provide for the same individual. CONCLUSIONS: Internet cancer risk calculators have the potential to provide a public health benefit by educating individuals about their risks and potentially encouraging preventive health behaviors. However, our evaluation of internet calculators revealed several problems that call into question the accuracy of the information that they provide. This may lead the users of these sites to make inappropriate medical decisions on the basis of misinformation.

The effectiveness of inpatient rehabilitation in the acute postoperative phase of care after transtibial or transfemoral amputation: study of an integrated health care delivery system.

OBJECTIVE: To compare outcomes between lower-extremity amputees who receive and do not receive acute postoperative inpatient rehabilitation within a large integrated health care delivery system. DESIGN: An observational study using multivariable propensity score risk adjustment to reduce treatment selection bias. SETTING: Data compiled from 9 administrative databases from Veterans Affairs Medical Centers. PARTICIPANTS: A national cohort of veterans (N=2673) who underwent transtibial or transfemoral amputation between October 1, 2002, and September 30, 2004. INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURES: One-year cumulative survival, home discharge from the hospital, and prosthetic limb procurement within the first postoperative year. RESULTS: After reducing selection bias, patients who received acute postoperative inpatient rehabilitation compared to those with no evidence of inpatient rehabilitation had an increased likelihood of 1-year survival (odds ratio [OR]=1.51; 95% confidence interval [CI], 1.26-1.80) and home discharge (OR=2.58; 95% CI, 2.17-3.06). Prosthetic limb procurement did not differ significantly between groups. CONCLUSIONS: The receipt of rehabilitation in the acute postoperative inpatient period was associated with a greater likelihood of 1-year survival and home discharge from the hospital. Results support early postoperative inpatient rehabilitation following amputation.

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.

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.

Health care access and quality for persons with disability: Patient and provider recommendations.

BACKGROUND: Significant disparities in health care access and quality persist between persons with disabilities (PWD) and persons without disabilities (PWOD). Little research has examined recommendations of patients and providers to improve health care for PWD. OBJECTIVE: We sought to explore patient and health care provider recommendations to improve health care access and quality for PWD through focus groups in the physical world in a community center and in the virtual world in an online community. METHODS: In all, 17 PWD, 4 PWOD, and 6 health care providers participated in 1 of 5 focus groups. Focus groups were conducted in the virtual world in Second Life® with Virtual Ability, an online community, and in the physical world at Agape Community Center in Milwaukee, WI. Focus group data were analyzed using a grounded theory methodology. RESULTS: Themes that emerged in focus groups among PWD and PWOD as well as health care providers to improve health care access and quality for PWD were: promoting advocacy, increasing awareness and knowledge, improving communication, addressing assumptions, as well as modifying and creating policy. Many participants discussed political empowerment and engagement as central to health care reform. CONCLUSIONS: Both PWD and PWOD as well as health care providers identified common themes potentially important for improving health care for PWD. Patient and health care provider recommendations highlight a need for modification of current paradigms, practices, and approaches to improve the quality of health care provision for PWD. Participants emphasized the need for greater advocacy and political engagement.