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BACKGROUND: Effective poststroke rehabilitation care can speed patient recovery and minimize patient functional disabilities. Veterans affairs (VA) community living centers (CLCs) and VA-contracted community nursing homes (CNHs) are the 2 major sources of institutional long-term care for Veterans with stroke receiving care under VA auspices. OBJECTIVES: This study compares rehabilitation therapy and restorative nursing care among Veterans residing in VA CLCs versus those Veterans in VA-contracted CNHs. RESEARCH DESIGN: Retrospective observational. SUBJECTS: All Veterans diagnosed with stroke, newly admitted to the CLCs or CNHs during the study period who completed at least 2 Minimum Data Set assessments postadmission. MEASURES: The outcomes were numbers of days for rehabilitation therapy and restorative nursing care received by the Veterans during their stays in CLCs or CNHs as documented in the Minimum Data Set databases. RESULTS: For rehabilitation therapy, the CLC Veterans had lower user rates (75.2% vs. 76.4%, P=0.078) and fewer observed therapy days (4.9 vs. 6.4, P<0.001) than CNH Veterans. However, the CLC Veterans had higher adjusted odds for therapy (odds ratio=1.16, P=0.033), although they had fewer average therapy days (coefficient=-1.53±0.11, P<0.001). For restorative nursing care, CLC Veterans had higher user rates (33.5% vs. 30.6%, P<0.001), more observed average care days (9.4 vs. 5.9, P<0.001), higher adjusted odds (odds ratio=2.28, P<0.001), and more adjusted days for restorative nursing care (coefficient=5.48±0.37, P<0.001). CONCLUSION: Compared with their counterparts at VA-contracted CNHs, Veterans at VA CLCs had fewer average rehabilitation therapy days (both unadjusted and adjusted), but they were significantly more likely to receive restorative nursing care both before and after risk adjustment.
Subject(s)
Nursing Homes/statistics & numerical data , Rehabilitation Centers/statistics & numerical data , Stroke Rehabilitation , United States Department of Veterans Affairs/statistics & numerical data , Activities of Daily Living , Aged , Aged, 80 and over , Female , Humans , Long-Term Care , Male , Middle Aged , Odds Ratio , Residence Characteristics , Retrospective Studies , Socioeconomic Factors , Time Factors , United StatesABSTRACT
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.
Subject(s)
Health Services Accessibility/statistics & numerical data , Hospital Mortality , Residence Characteristics , Stroke/mortality , Veterans/statistics & numerical data , Aged , Aged, 80 and over , Comorbidity , Female , Humans , Longitudinal Studies , Male , Middle Aged , Risk Factors , Time Factors , United States , United States Department of Veterans AffairsABSTRACT
IMPORTANCE: Examining the impact of Medicaid-managed care home-based and community-based service (HCBS) alternatives to institutional care is critical given the recent rapid expansion of these models nationally. OBJECTIVE: We analyzed the effects of STAR+PLUS, a Texas Medicaid-managed care HCBS waiver program for adults with disabilities on the quality of chronic disease care. DESIGN, SETTING, AND PARTICIPANTS: We compared quality before and after a mandatory transition of disabled Medicaid enrollees older than 21 years from fee-for-service (FFS) or primary care case management (PCCM) to STAR+PLUS in 28 counties, relative to enrollees in counties remaining in the FFS or PCCM models. MEASURES AND ANALYSIS: Person-level claims and encounter data for 2006-2010 were used to compute adherence to 6 quality measures. With county as the independent sampling unit, we employed a longitudinal linear mixed-model analysis accounting for administrative clustering and geographic and individual factors. RESULTS: Although quality was similar among programs at baseline, STAR+PLUS enrollees experienced large and sustained improvements in use of ß-blockers after discharge for heart attack (49% vs. 81% adherence posttransition; P<0.01) and appropriate use of systemic corticosteroids and bronchodilators after a chronic obstructive pulmonary disease event (39% vs. 68% adherence posttransition; P<0.0001) compared with FFS/PCCM enrollees. No statistically significant effects were identified for quality measures for asthma, diabetes, or cardiovascular disease. CONCLUSION: In 1 large Medicaid-managed care HCBS program, the quality of chronic disease care linked to acute events improved while that provided during routine encounters appeared unaffected.
Subject(s)
Disabled Persons , Managed Care Programs/economics , Medicaid/economics , Quality of Health Care , Adult , Case Management , Chronic Disease/therapy , Female , Health Services Research , Humans , Male , Middle Aged , Primary Health Care , Program Evaluation , Texas , United StatesABSTRACT
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.
Subject(s)
Patient Discharge/statistics & numerical data , Stroke Rehabilitation , Veterans/statistics & numerical data , Age Factors , Aged , Aged, 80 and over , Comorbidity , Female , Humans , Length of Stay , Male , Middle Aged , Outcome Assessment, Health Care , Retrospective Studies , Sex Factors , Socioeconomic Factors , United States , United States Department of Veterans AffairsABSTRACT
BACKGROUND: Behavioral symptoms accompanying dementia are associated with increased health care costs, reduced quality of life and daily functioning, heightened family caregiver burden, and nursing home placement. Standard care typically involves pharmacologic agents, but these are, at best, modestly effective, carry serious risks, including mortality, and do not address behavioral symptoms families consider most distressful and which may prompt nursing home placement. Given dementia's devastating effects and the absence of an imminent cure, the Veterans Administration has supported the development and testing of new approaches to manage challenging behaviors at home. METHODS/DESIGN: The Tailored Activity Program - Veterans Administration is a Phase III efficacy trial designed to reduce behavioral symptoms in Veterans with dementia living with their caregivers in the community. The study uses a randomized two-group parallel design with 160 diverse Veterans and caregivers. The experimental group receives a transformative patient-centric intervention designed to reduce the burden of behavioral symptoms in Veterans with dementia. An occupational therapist conducts an assessment to identify a Veteran's preserved capabilities, deficit areas, previous roles, habits, and interests to develop activities tailored to the Veteran. Family caregivers are then trained to incorporate activities into daily care. The attention-control group receives bi-monthly telephone contact where education on topics relevant to dementia is provided to caregivers. Key outcomes include reduced frequency and severity of behavioral symptoms using the 12-item Neuropsychiatric Inventory (primary endpoint), reduced caregiver burden, enhanced skill acquisition, efficacy using activities, and time spent providing care at 4 months; and long-term effects (8 months) on the Veteran's quality of life and frequency and severity of behavioral symptoms, and caregiver use of activities. The programs' impact of Veterans Administration cost is also examined. Study precision will be increased through face-to-face research team trainings with procedural manuals and review of audio-taped interviews and intervention sessions. DISCUSSION: The Tailored Activity Program - Veterans Administration is designed to improve the quality of life of Veterans with dementia and lessen the burden of care on caregivers. Activities are tailored to reflect the Veteran's preserved capabilities and interests to enhance active engagement, while not taxing areas of cognition that are most impaired.
Subject(s)
Activities of Daily Living/psychology , Dementia/psychology , Dementia/therapy , Quality of Life/psychology , United States Department of Veterans Affairs , Veterans/psychology , Caregivers/psychology , Dementia/diagnosis , Humans , Residence Characteristics , United StatesABSTRACT
UNLABELLED: Hip fractures in the elderly have high rates of mortality and perioperative complications. Both men and COPD patients have worse mortality and complications but this may be due to more co-morbid disease. We assessed mortality and complications in a large cohort (n = 12,646) of men undergoing hip fracture surgery within the Veteran's Health Affairs (VHA) to define the association of COPD to these outcomes after adjusting for other key factors. We looked for opportunities to improve outcomes for COPD patients. METHODS: Using the VA Surgical Quality Improvement Program (VASQIP), and administrative databases, we determined COPD status, types of co-morbid conditions and surgical factors, and compared these to outcomes of surgical complications, 30-day and one-year mortality for patients who underwent hip fracture repair during 1998 to 2005. RESULTS: COPD was noted in 47% of the hip fracture patients studied. In 3,261 (26%) cases, the COPD was "severe: (indicated by functional disability, previous hospitalization for exacerbation, chronic drug treatment or record of FEV(1) <75% predicted), and in 2,736 (21%) cases it was considered "mild" (any previous outpatient visit or hospitalization with a coded diagnosis of COPD). Severe COPD patients had one year mortality of 40.2% compared to 31.0% in mild COPD and 28.8% in non-COPD subjects. Current smoking, use of general anesthesia and delays to surgery were significant modifiable risk factors identified in adjusted models. Osteoporosis was known pre-fracture in only 3% of subjects. CONCLUSIONS: COPD was very common in male veterans with hip fractures and was associated with increased risk of death and complications. Increased use of regional anesthesia and urgent scheduling of hip fracture surgery may improve outcomes for patients with COPD. Osteoporosis was rarely identified preoperatively. Improving diagnosis and treatment of osteoporosis in COPD patients could reduce the incidence of hip fractures.
Subject(s)
Hip Fractures/mortality , Postoperative Complications/epidemiology , Pulmonary Disease, Chronic Obstructive/mortality , Pulmonary Disease, Chronic Obstructive/physiopathology , Aged , Aged, 80 and over , Analysis of Variance , Anesthesia, General/adverse effects , Chi-Square Distribution , Comorbidity , Forced Expiratory Volume , Hip Fractures/surgery , Humans , Incidence , Male , Middle Aged , Osteoporosis/diagnosis , Osteoporosis/epidemiology , Retrospective Studies , Risk Factors , Severity of Illness Index , Smoking/epidemiology , Time Factors , United States/epidemiologyABSTRACT
BACKGROUND: Some studies have found that older individuals are not as likely as their younger counterparts to be treated with some guideline-based stroke therapies. We examined whether age-related differences in inpatient quality of care exist among US veterans with ischemic stroke. METHODS: This was a retrospective study of a national sample of veterans admitted to 129 Veterans Affairs medical centers for ischemic stroke during fiscal year 2007. Inpatient stroke care quality was examined across 14 inpatient processes of care, including dysphagia screening, National Institutes of Health Stroke Scale (NIHSS) score documentation, thrombolysis, deep venous thrombosis prophylaxis, antithrombotic therapy by hospital day 2 and at discharge, early ambulation, fall risk assessment, pressure ulcer risk assessment, rehabilitation needs assessment, atrial fibrillation management, lipid management, smoking cessation counseling, and stroke education. RESULTS: Among the 3939 veterans with ischemic stroke, the mean age was 67.8 years (standard deviation, 11.5). The overall performance rate was >70% for 10 of the 14 quality indicators. In unadjusted analyses, older patients were less likely to receive lipid management, smoking cessation, NIHSS documentation, and early ambulation compared with younger patients; conversely, older patients were more likely to receive dysphagia screening and stroke education. After adjusting for demographic, clinical, and hospital level characteristics, the age-related differences in processes of care were less consistent; however, the youngest patients were more likely to receive smoking cessation counseling and the oldest patients were less likely to receive lipid management. CONCLUSIONS: Risk-adjusted inpatient stroke care quality varies little with age for veterans admitted to a Veterans Affairs medical center for acute ischemic stroke.
Subject(s)
Brain Ischemia/therapy , Delivery of Health Care, Integrated/standards , Inpatients , Quality Indicators, Health Care/standards , Stroke/therapy , Veterans Health/standards , Age Factors , Aged , Aged, 80 and over , Brain Ischemia/diagnosis , Chi-Square Distribution , Counseling/standards , Disability Evaluation , Early Ambulation/standards , Female , Guideline Adherence , Hospitals, Veterans , Humans , Hypolipidemic Agents/therapeutic use , Linear Models , Logistic Models , Male , Middle Aged , Multivariate Analysis , Odds Ratio , Patient Education as Topic/standards , Practice Guidelines as Topic , Retrospective Studies , Risk Factors , Smoking Cessation , Stroke/diagnosis , United States , United States Department of Veterans AffairsABSTRACT
BACKGROUND: The Cancer Center Cessation Initiative (C3I) was launched in 2017 as a part of the NCI Cancer Moonshot program to assist NCI-designated cancer centers in developing tobacco treatment programs for oncology patients. Participating centers have implemented varied evidence-based programs that fit their institutional resources and needs, offering a wide range of services including in-person and telephone-based counseling, point of care, interactive voice response systems, referral to the quitline, text- and web-based services, and medications. METHODS: We used a mixed methods comparative case study design to evaluate system-level implementation costs across 15 C3I-funded cancer centers that reported for at least one 6-month period between July 2018 and June 2020. We analyzed operating costs by resource category (e.g., personnel, medications) concurrently with transcripts from semi-structured key-informant interviews conducted during site visits. Personnel salary costs were estimated using Bureau of Labor Statistics wage data adjusted for area and occupation, and non-wage benefits. Qualitative findings provided additional information on intangible resources and contextual factors related to implementation costs. RESULTS: Median total monthly operating costs across funded centers were $11,045 (range: $5129-$20,751). The largest median operating cost category was personnel ($10,307; range: $4122-$19,794), with the highest personnel costs attributable to the provision of in-person program services. Monthly (non-zero) cost ranges for other categories were medications ($17-$573), materials ($6-$435), training ($96-$516), technology ($171-$2759), and equipment ($10-$620). Median cost-per-participant was $466 (range: $70-$2093) and cost-per-quit was $2688 (range: $330-$9628), with sites offering different combinations of program components, ranging from individually-delivered in-person counseling only to one program that offered all components. Site interviews provided context for understanding variations in program components and their cost implications. CONCLUSIONS: Among most centers that have progressed in tobacco treatment program implementation, cost-per-quit was modest relative to other prevention interventions. Although select centers have achieved similar average costs by offering program components of various levels of intensity, they have varied widely in program reach and effectiveness. Evaluating implementation costs of such programs alongside reach and effectiveness is necessary to provide decision makers in oncology settings with the important additional information needed to optimize resource allocation when establishing tobacco treatment programs.
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BACKGROUND: The majority of stroke survivors return to their homes and need assistance from family caregivers to perform activities of daily living. These increased demands coupled with the lack of preparedness for their new roles lead to a high risk for caregivers developing depressive symptoms and other negative outcomes. Follow-up home support and problem-solving interventions with caregivers are crucial for maintaining stroke survivors in their homes. Problem-solving interventions are effective but are underused in practice because they require large amounts of staff time to implement and are difficult for caregivers logistically. OBJECTIVE: The aim of this study is to test a problem-solving intervention for stroke caregivers that can be delivered over the telephone during the patient's transitional care period (time when the stroke survivor is discharged to home) followed by 8 asynchronous online sessions. METHODS: The design is a two-arm parallel randomized clinical trial with repeated measures. We will enroll 240 caregivers from eight Veterans Affairs (VA) medical centers. Participants randomized into the intervention arm receive a modified problem-solving intervention that uses telephone and web-based support and training with interactive modules, fact sheets, and tools on the previously developed and nationally available Resources and Education for Stroke Caregivers' Understanding and Empowerment Caregiver website. In the usual care group, no changes are made in the information, discharge planning, or care the patients who have had a stroke normally receive, and caregivers have access to existing VA resources (eg, caregiver support line, self-help materials). The primary outcome is a change in caregiver depressive symptoms at 11 and 19 weeks after baseline data collection. Secondary outcomes include changes in stroke caregivers' burden, knowledge, positive aspects of caregiving, self-efficacy, perceived stress, health-related quality of life, and satisfaction with care and changes in stroke survivors' functional abilities and health care use. The team will also determine the budgetary impact, facilitators, barriers, and best practices for implementing the intervention. Throughout all phases of the study, we will collaborate with members of an advisory panel. RESULTS: Study enrollment began in June 2015 and is ongoing. The first results are expected to be submitted for publication in 2021. CONCLUSIONS: This is the first known study to test a transitional care and messaging center intervention combined with technology to decrease caregiver depressive symptoms and to improve the recovery of stroke survivors. If successful, findings will support an evidence-based model that can be transported into clinical practice to improve the quality of caregiving post stroke. TRIAL REGISTRATION: ClinicalTrials.gov NCT01600131; https://www.clinicaltrials.gov/ct2/show/NCT01600131. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): DERR1-10.2196/21799.
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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.
Subject(s)
Amputation, Surgical/rehabilitation , Lower Extremity/surgery , Rehabilitation Nursing/methods , Specialization , Veterans , Adult , Aged , Aged, 80 and over , Databases as Topic , Humans , Male , Middle Aged , Models, Statistical , Risk Adjustment , Selection Bias , Treatment Outcome , United StatesABSTRACT
RESEARCH OBJECTIVE: To examine the impact of premium changes in Florida's State Children's Health Insurance Program (SCHIP) on enrollment duration. DATA SOURCES: Administrative records, containing enrollment and demographic data, were used to identify 173,330 enrollment spells for 153,768 children in Florida's SCHIP from July 2002 through June 2004. Health care claims data were used to classify the children's health status. STUDY DESIGN: Accelerated failure time models were used to examine the immediate and longer term effects on enrollment length of a temporary premium increase of $15 to $20 per family per month (PFPM) for children in families with income between 101-150 percent of the federal poverty level (FPL) and a permanent premium increase of $15 to $20 PFPM for children in families with 151-200 percent FPL. Health status and sociodemographic variables were included as covariates. Transfers to other public health insurance programs were taken into account. PRINCIPAL FINDINGS: Enrollment lengths decreased significantly immediately following the premium increases, with a greater percentage decrease among lower income children (61 percent) than higher income children (55 percent). Enrollment lengths partially recovered in the longer term for both the temporary and permanent changes. Those with significant acute or chronic health conditions had longer enrollment lengths and were less sensitive to premium changes than healthy children. CONCLUSIONS: An increase in the PFPM premium amount had differential effects across income categories and health status levels. Enrollment lengths remained shortened after the premium increase was rescinded for lower income families, suggesting that it may be difficult to reverse the impacts of even a short-term premium increase.
Subject(s)
Child Health Services/economics , Income/statistics & numerical data , Insurance, Health/economics , State Health Plans/economics , Adolescent , Child , Child Health Services/organization & administration , Child, Preschool , Female , Florida , Health Services Needs and Demand/economics , Health Status , Humans , Infant , Infant, Newborn , Insurance Claim Review , Male , Medical Assistance/economics , Socioeconomic Factors , State Health Plans/organization & administration , United StatesABSTRACT
RESEARCH OBJECTIVE: To evaluate the design, development, and implementation of Florida's Medicaid provider service network (PSN) demonstration, and the implications of that demonstration for subsequent Medicaid Reform in Florida. DATA SOURCES, DATA COLLECTION: Organizational analyses were based on archival and enrollment data obtained from Florida's Medicaid program and the South Florida Community Care Network, as well as key informant interviews. Closely related fiscal analyses utilized Medicaid claims data from March 1999 through October 2001 extracted from the Florida Medicaid Management Information System. STUDY DESIGN: The organizational analyses reported here were based on a structured case study research design. PRINCIPAL FINDINGS: Almost every aspect of the development of the new organizational form (PSN) took longer and was more difficult than anticipated. Prior organizational experience with insurance functions proved to be an asset. While fiscal analyses indicated that the program saved the state of Florida a significant amount of money, tracking the precise origin of the savings proved to be challenging. CONCLUSIONS: By most standards, the PSN program was observed to meet its stated objectives. Based in part on this conclusion, the state chose to extend the use of PSNs within its 2006 Medicaid Reform initiative.
Subject(s)
Health Policy , Health Services Accessibility/organization & administration , Medicaid/organization & administration , Attitude of Health Personnel , Contracts , Florida , Health Services Research , Humans , Insurance, Health , Patient Satisfaction , Practice Patterns, Physicians'/organization & administration , Program EvaluationABSTRACT
OBJECTIVES: To compare different approaches to address ceiling effects when predicting EQ-5D index scores from the 10 subscales of the MOS-HIV Health Survey. STUDY DESIGN: Data were collected from an HIV treatment trial. Statistical methods included ordinary least squares (OLS) regression, the censored least absolute deviations (CLAD) approach, a standard two-part model (TPM), a TPM with a log-transformed EQ-5D index, and a latent class model (LCM). Predictive accuracy was evaluated using percentage of absolute error (R(1)) and squared error (R(2)) predicted by statistical methods. FINDINGS: A TPM with a log-transformed EQ-5D index performed best on R(1); a LCM performed best on R(2). In contrast, the CLAD was worst. Performance of the OLS and a standard TPM were intermediate. Values for R(1) ranged from 0.33 (CLAD) to 0.42 (TPM-L); R(2) ranged from 0.37 (CLAD) to 0.53 (LCM). CONCLUSIONS: The LCM and TPM with a log-transformed dependent variable are superior to other approaches in handling data with ceiling effects.
Subject(s)
HIV Infections/physiopathology , Quality of Life , Sickness Impact Profile , Anti-HIV Agents/therapeutic use , Data Interpretation, Statistical , Delavirdine/therapeutic use , HIV Infections/diagnosis , HIV Infections/drug therapy , HIV-1/drug effects , Humans , Models, Statistical , Patient Satisfaction , Reverse Transcriptase Inhibitors/therapeutic use , Socioeconomic FactorsABSTRACT
OBJECTIVES: To examine the impact of comorbidities in predicting stroke rehabilitation outcomes and to examine differences among 3 commonly used comorbidity measures--the Charlson Index, adjusted clinical groups (ACGs), and diagnosis cost groups (DCGs)--in how well they predict these outcomes. DESIGN: Inception cohort of patients followed for 6 months. SETTING: Department of Veterans Affairs (VA) hospitals. PARTICIPANTS: A total of 2402 patients beginning stroke rehabilitation at a VA facility in 2001 and included in the Integrated Stroke Outcomes Database. INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURES: Three outcomes were evaluated: 6-month mortality, 6-month rehospitalization, and change in FIM score. RESULTS: During 6 months of follow-up, 27.6% of patients were rehospitalized and 8.6% died. The mean FIM score increased an average of 20 points during rehabilitation. Addition of comorbidities to the age and sex models improved their performance in predicting these outcomes based on changes in c statistics for logistic and R(2) values for linear regression models. While ACG and DCG models performed similarly, the best models, based on DCGs, had a c statistic of .74 for 6-month mortality and .63 for 6-month rehospitalization, and an R(2) of .111 for change in FIM score. CONCLUSIONS: Comorbidities are important predictors of stroke rehabilitation outcomes. How they are classified has important implications for models that may be used in assessing quality of care.
Subject(s)
Comorbidity , Stroke Rehabilitation , Aged , Female , Humans , Linear Models , Male , Patient Readmission/statistics & numerical data , Stroke/mortality , Treatment Outcome , United States , VeteransABSTRACT
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.
Subject(s)
Amputation, Surgical/rehabilitation , Amputees/rehabilitation , Delivery of Health Care, Integrated/organization & administration , Leg/surgery , Adult , Aged , Aged, 80 and over , Female , Femur/surgery , Humans , Inpatients , Male , Middle Aged , Postoperative Care , Tibia/surgery , Treatment Outcome , United States , VeteransABSTRACT
BACKGROUND AND PURPOSE: Many Veteran Health Administration (VHA) enrollees receive health services outside the VHA system. However, limited information is available about poststroke utilization and mortality by veterans who used multiple sources of health care. This study assessed the likelihood of 12-month poststroke rehospitalization and mortality of veterans who used VHA only versus those who used multiple sources of care. METHODS: Our retrospective observational study examined veterans living in Florida and diagnosed with acute stroke. We categorized users into 4 groups: VHA-only, VHA-Medicare, VHA-Medicaid, and VHA-Medicare-Medicaid based on their use of each health care program. Logistic regression models were fitted for 12-month poststroke general rehospitalization, recurrent stroke readmission, and mortality, adjusting for sociodemographic and clinical factors. RESULTS: The sample consisted of 29% VHA-only users, 61% VHA-Medicare users, 3% VHA-Medicaid users, and 7% VHA-Medicare-Medicaid triple users. Compared with the VHA-only users, multiple system users were significantly more likely to be rehospitalized for any cause and for recurrent stroke 12-months postindex. Mortality outcomes depended on when the outcome was measured; at the index admission date, we found no significant difference in mortality across the user groups; at the index discharge date, the VHA-only users was less likely to die within the first 12 months than the users of the 2 dual groups (VHA-Medicare and VHA-Medicaid). CONCLUSIONS: Multiple health care source use was common among VHA enrollees with acute stroke in Florida. Multiple system users were more likely to be rehospitalized and the mortality outcomes were dependent on when the outcome was measured.
Subject(s)
Health Services Accessibility , Hospitals, Veterans , Stroke/mortality , Veterans , Aged , Aged, 80 and over , Female , Florida , Health Services Needs and Demand , Humans , Male , Middle Aged , Regional Medical Programs , Retrospective Studies , Stroke/therapy , United States , United States Department of Veterans AffairsABSTRACT
We examined the cost-effectiveness of a care coordination/home telehealth (CCHT) programme for veterans with diabetes. We conducted a retrospective, pre-post study which compared data for a cohort of veterans (n=370) before and after the introduction of the CCHT programme for two periods of 12 months. To assess the cost-effectiveness, we converted the patients' health-related quality of life data into Quality Adjusted Life Year (QALY) utility scores and used costs to construct incremental cost-effectiveness ratios (ICERs). The overall mean ICER for the programme at one-year was $60,941, a value within the commonly-cited range of cost-effectiveness of $50,000-100,000. The programme was cost-effective for one-third of the participants. Characteristics that contributed to cost-effectiveness were marital status, location and clinically relevant co-morbidities. By targeting the intervention differently in future work, it may become cost-effective for a greater proportion of patients.
Subject(s)
Delivery of Health Care/economics , Diabetes Mellitus/economics , Patient-Centered Care/economics , Veterans , Aged , Cost-Benefit Analysis/economics , Humans , Male , Middle Aged , Quality-Adjusted Life Years , Retrospective StudiesABSTRACT
INTRODUCTION: Effective post-acute multidisciplinary rehabilitation therapy improves stroke survivors' functional recovery and daily living activities. The US Department of Veterans Affairs (VA) places veterans needing post-acute institutional care in private community nursing homes (CNHs). These placements are made under the same rules and regulations across the VA health care system and through individual per diem contracts between local VA facilities and CNHs. However, there is limited information about utilization of these veterans' health services as well as the geographic variation of the service utilization. AIM: The aims of this study were to determine rehabilitation therapy and restorative nursing care utilization by veterans with stroke in VA-contracted CNHs and to assess risk-adjusted regional variations in the utilization of rehabilitation therapy and restorative nursing care. METHODS: This retrospective study included all veterans diagnosed with stroke residing in VA-contracted CNHs between 2006 and 2009. Minimum Dataset (a health status assessment tool for CNH residents) for the study CNHs was linked with veterans' inpatient and outpatient data within the VA health care system. CNHs were grouped into five VA-defined geographic regions: the North Atlantic, Southeast, Midwest, Continental, and Pacific regions. A two-part model was applied estimating risk-adjusted utilization probability and average weekly utilization days. Two dependent variables were rehabilitation therapy and restorative nursing care utilization by veterans during their CNH stays. RESULTS: The study comprised 6,206 veterans at 2,511 CNHs. Rates for utilization of rehabilitation therapy and restorative nursing care were 75.7% and 30.1%, respectively. Veterans in North Atlantic and Southeast CNHs were significantly (p<0.001) more likely to receive rehabilitation therapies than veterans from other regions. However, veterans in Southeast CNHs were significantly (p<0.001) less likely to receive restorative nursing care compared with veterans in all other regions, before and after risk adjustment. CONCLUSION: The majority of veterans with stroke received rehabilitation therapy, and about one-third had restorative nursing care during their stay at VA-contracted CNHs. Significant regional variations in weekly days for rehabilitation therapy and restorative nursing care utilization were observed even after adjusting for potential risk factors.
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OBJECTIVES: To assess healthcare use among veterans with diabetes mellitus (DM) enrolled in a Department of Veterans Affairs (VA) Care Coordination Home Telehealth (CCHT) program during 24 months and to contrast this utilization with the service use of a comparison group of veterans with DM not enrolled in the program. STUDY DESIGN: Two-year, retrospective, concurrent matched cohort study design. METHODS: The VA CCHT program included older veterans with type 2 DM at high risk for multiple VA inpatient and outpatient visits. Healthcare utilization (hospitalizations, length of stay, and outpatient visits by type) was assessed at baseline and at 24 months after intervention for the treatment (n = 400) and comparison (n = 400) groups. Propensity scores were used to improve the balance between the treatment and comparison groups. A difference-in-differences approach was used to control for selection bias and for intervening time factors. RESULTS: Two years after enrollment, the treatment group exhibited a statistically significant reduction in the likelihood of all-cause and DM-related hospitalizations. In a subgroup analysis in which we controlled for patients' baseline glycosylated hemoglobin levels, the treatment group had a lower likelihood of having any care coordinator-initiated primary care clinic visits (in which the care coordinator initiated referral to primary care based on health information received from patients' CCHT technology). CONCLUSION: After controlling for selection bias and for intervening time factors, the VA CCHT program reduced avoidable healthcare services for DM (such as hospitalizations) and reduced care coordinator-initiated primary care clinic visits.
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Diabetes Mellitus, Type 2 , Home Care Services/organization & administration , Program Evaluation , Telemedicine , Veterans , Aged , Cohort Studies , Follow-Up Studies , Humans , Male , Retrospective Studies , United StatesABSTRACT
BACKGROUND AND PURPOSE: Evidence for ethnic disparities in stroke incidence, severity, and mortality has continued to mount in recent years. However, the picture for disparities in acute management and rehabilitation remains more ambiguous. The objective of this report is to summarize current evidence from stroke epidemiology and studies focusing on disparities in stroke care and disability, suggesting courses for action. METHODS: A comprehensive search of current literature on ethnic/racial variation in stroke incidence, mortality, and severity, as well as acute and postacute patient care was performed. RESULTS: Recent evidence unambiguously reaffirms a greater burden of disease in stroke, greater mortality, and greater severity of strokes for blacks. Evidence for disparities in acute and postacute care is less conclusive, as is the evidence for disparities among other ethnic groups. Evidence for health disparities in stroke care across settings, regions, and the continuum of care varies considerably. CONCLUSIONS: Minority ethnic groups have higher rates or more severe stroke, but variations in prognosis for clinical outcomes other than mortality remain less certain. There is considerable need for more studies that take into account regional ethnic variations in treatment and outcomes, and for better documentation of stroke outcomes among groups in addition to blacks. Dealing with ethnic disparities in stroke will be served by sustained attention to quality improvement in high-impact areas in stroke care, complemented by initiatives that promote cultural competence.