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1.
J Appl Gerontol ; 43(6): 755-764, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38412864

ABSTRACT

We examined the relationship between vision impairment (VI) and new-onset frailty among non-frail Mexican American older adults (≥70 years) at baseline and determined the differential impact of VI on each frailty criteria. Data were from an 18-year prospective cohort from the Hispanic Established Population for the Epidemiologic Study of the Elderly (1998/1999, N = 1072 to 2016, N = 175). Frailty was defined as ≥3 criteria: unintentional weight loss of >10 pounds, weakness, exhaustion, low physical activity, and slowness. VI was defined as difficulty in recognizing a friend at arm's length's away, across the room, or across the street. We found that participants with VI (near or distant) and distant VI had greater odds of frailty (near or distant VI, OR = 1.89, 95% CI = 1.30-2.73 and distant VI, OR = 1.95, 95% CI = 1.34-2.86, respectively) after controlling for covariates over time. Early screening (optimal management) of VI may prevent or delay onset of frailty among older Mexican Americans.


Subject(s)
Frail Elderly , Frailty , Mexican Americans , Vision Disorders , Humans , Mexican Americans/statistics & numerical data , Aged , Male , Female , Frailty/ethnology , Frailty/epidemiology , Longitudinal Studies , Aged, 80 and over , Vision Disorders/epidemiology , Vision Disorders/ethnology , Prospective Studies , Frail Elderly/statistics & numerical data , Geriatric Assessment , Weight Loss
2.
J Geriatr Phys Ther ; 47(2): 77-84, 2024.
Article in English | MEDLINE | ID: mdl-38133896

ABSTRACT

BACKGROUND AND PURPOSE: Several studies have established the efficacy of home health in meeting the health care needs of people with Alzheimer disease and related dementias (ADRD) and helping them to remain at home. However, transitioning to the community after discharge from home health presents challenges to patient safety and quality of life. The severity of an individual's functional impairments, cognitive limitations, and behavioral and psychological symptoms may compound these challenges. The purpose of this study was to examine the association between dementia severity and successful discharge to community (DTC) from home health. METHODS: This was a retrospective study of 142 376 Medicare beneficiaries with ADRD. Successful DTC was defined as having no unplanned hospitalization or death within 30 days of DTC from home health. Successful DTC rates were calculated, and multilevel logistic regression was used to estimate the relative risk (RR) of successful DTC, by dementia severity category, adjusted for patient and clinical characteristics. Six dementia severity categories were identified using a crosswalk between items on the Outcome and Assessment Information Set and the Functional Assessment Staging Tool. RESULTS AND DISCUSSION: Successful DTC occurred in 71.2% of beneficiaries. Beneficiaries in the 2 most severe dementia categories had significantly lower risk of successful DTC (category 6: RR = 0.90, 95% CI = 0.889-0.910; category 7: RR = 0.737, 95% CI = 0.704-0.770) than those in the least severe dementia category. The RR of successful DTC for people with ADRD decreased as the level of independence with oral medication management decreased and when there was an overall greater need for caregiver assistance. CONCLUSIONS: Patient status at the time of admission to home health is associated with outcomes after discharge from home health. Early identification of people in advanced stages of ADRD provides an opportunity to implement strategies to facilitate successful DTC while people are still receiving home care services. The severity of ADRD and availability of caregiver assistance should be key considerations in planning for successful DTC for people with ADRD.


Subject(s)
Alzheimer Disease , Dementia , Humans , Aged , United States , Retrospective Studies , Patient Discharge , Quality of Life , Medicare , Alzheimer Disease/psychology , Dementia/epidemiology
3.
BMC Health Serv Res ; 23(1): 955, 2023 Sep 06.
Article in English | MEDLINE | ID: mdl-37674152

ABSTRACT

BACKGROUND: The post-acute patient standardized functional items (Section GG) include non-response options such as refuse, not attempt and not applicable. We examined non-response patterns and compared four methods to address non-response functional data in Section GG at nation-wide inpatient rehabilitation facilities (IRF). METHODS: We characterized non-response patterns using 100% Medicare 2018 data. We applied four methods to generate imputed values for each non-response functional item of each patient: Monte Carlo Markov Chains multiple imputations (MCMC), Fully Conditional Specification multiple imputations (FCS), Pattern-mixture model (PMM) multiple imputations and the Centers for Medicare and Medicaid Services (CMS) approach. We compared changes of Spearman correlations and weighted kappa between Section GG and the site-specific functional items across impairments before and after applying four methods. RESULTS: One hundred fifty-nine thousand six hundred ninety-one Medicare fee-for-services beneficiaries admitted to IRFs with stroke, brain dysfunction, neurologic condition, orthopedic disorders, and debility. At discharge, 3.9% (self-care) and 61.6% (mobility) of IRF patients had at least one non-response answer in Section GG. Patients tended to have non-response data due to refused at discharge than at admission. Patients with non-response data tended to have worse function, especially in mobility; also improved less functionally compared to patients without non-response data. Overall, patients coded as 'refused' were more functionally independent in self-care and patients coded as 'not applicable' were more functionally independent in transfer and mobility, compared to other non-response answers. Four methods showed similar changes in correlations and agreements between Section GG and the site-specific functional items, but variations exist across impairments between multiple imputations and the CMS approach. CONCLUSIONS: The different reasons for non-response answers are correlated with varied functional status. The high proportion of patients with non-response data for mobility items raised a concern of biased IRF quality reporting. Our findings have potential implications for improving patient care, outcomes, quality reporting, and payment across post-acute settings.


Subject(s)
Medicare , Musculoskeletal Diseases , United States , Humans , Aged , Centers for Medicare and Medicaid Services, U.S. , Hospitalization , Markov Chains
4.
Am J Alzheimers Dis Other Demen ; 37: 15333175221129384, 2022.
Article in English | MEDLINE | ID: mdl-36242532

ABSTRACT

INTRODUCTION: The objective of this study was to examine the relationship between dementia severity and early discharge from home health. METHODS: This was a retrospective study of 100% national Medicare home health da ta files (2016-2017). Multilevel logistic regression was used to study the relationship of dementia severity, caregiver support, and medication assistance with early discharge from home health. RESULTS: The final cohort consisted of 91 302 Medicare beneficiaries with an ADRD diagnosis. A pattern of early discharge rates across dementia severity levels was not demonstrated. The relative risk for early discharge was lower for individuals who needed assistance with medication and for those with unmet caregiver needs. DISCUSSION: The findings of this study do not support the hypothesis that dementia severity contributes to early discharge from home health. Further research is needed to fully understand key factors contributing to early discharge from home health.


Subject(s)
Alzheimer Disease , Caregivers , Dementia , Aged , Humans , Alzheimer Disease/diagnosis , Dementia/complications , Medicare , Patient Discharge , Retrospective Studies , United States
5.
Alzheimers Dement (N Y) ; 8(1): e12341, 2022.
Article in English | MEDLINE | ID: mdl-35910670

ABSTRACT

Introduction: The objective of this study was to identify home health utilization factors associated with successful discharge to community after home health care for patients with and without Alzheimer's disease and related dementias (ADRD). Methods: This was a retrospective study of 100% national Medicare home health data files (2016 to 2017). Multilevel logistic regression was used to study the relationship of home health utilization with a modified definition of successful discharge to community (M-SDC) after home health (no readmission or discharge within 30 days). Significant interactions were identified using backward selection. The associations between domains were examined in a model stratified by ADRD, with and without controlling for mobility, self-care, and caregiver assistance. Results: The cohort consisted of 535,691 patients, 18.0% with ADRD. The overall M-SDC rate was 92.1%. The likelihood of M-SDC was increased when physical therapy services were provided, episodes of care were longer than 15 days, and the total number of therapy visits was greater than 10. The likelihood of M-SDC decreased when speech therapy, nursing, and home health aide services were provided and when patients were discharged early. When controlling for mobility, self-care, and caregiver support, length of home health episode was the only characteristic that showed a significant interaction with ADRD. Discussion: The results of this study indicate that the provision of physical therapy services and moderate lengths of care and volume of visits are associated with increased likelihood of M-SDC. A decreased likelihood of M-SDC when speech therapy, nursing, and home health aide services are delivered may be a proxy indicator of patient acuity and disease severity and needs to be further investigated. An important next step in understanding home health access and outcomes for people with ADRD is to examine the impact of the Patient-Driven Groupings Model on home health utilization characteristics, especially length of episodes. Highlights: Most people remain in the community after discharge from home health.Likelihood of modified successful discharge to community (M-SDC) increased with physical therapy, longer episodes, and more than 10 visits.Likelihood of M-SDC decreased with speech therapy, skilled nursing, home health aide visits, and early discharge.Longer home health episodes increased likelihood of M-SDC for people with Alzheimer's disease and related dementias.

6.
Res Gerontol Nurs ; 15(3): 124-130, 2022.
Article in English | MEDLINE | ID: mdl-35604887

ABSTRACT

The Brief Interview for Mental Status (BIMS) is used to identify delirium and needed supports in patients living in skilled nursing facilities (SNFs) and long-term care facilities (LTCFs). We analyzed 3,537,404 patients discharged from acute hospitals to SNFs or LTCFs with factor and Rasch analyses to examine the clinical utility of the BIMS. More than 40% of the sample had maximum scores, indicating a ceiling effect. "Repetition of three words" was the easiest and the only misfit item (Outfit = 3.14). The ability of the BIMS to distinguish individuals into two cognitive levels (with person strata of 1.48) was limited. Although the BIMS is a widely used screening tool for cognitive impairment, we found it lacked sensitivity for approximately one half of patients admitted to SNFs/LTCFs. Our results suggest the BIMS should be interpreted with caution, particularly for patients with mild cognitive impairment. [Research in Gerontological Nursing, 15(3), 124-130.].


Subject(s)
Patient Discharge , Skilled Nursing Facilities , Hospitalization , Humans , United States
7.
J Am Med Dir Assoc ; 23(11): 1845-1853.e5, 2022 11.
Article in English | MEDLINE | ID: mdl-35288084

ABSTRACT

OBJECTIVE: The Improving Medicare Post-Acute Care Transformation Act of 2014 mandates using standardized patient functional data across post-acute settings. This study characterized similarities and differences in clinician-observed scores of self-care and transfer items for the standardized section GG functional domain and the functional independent measure (FIM) at inpatient rehabilitation facilities. DESIGN: We conducted secondary analyses of 2017 Uniform Data System for Medical Rehabilitation national data. Patients were assessed by clinicians on both section GG and FIM at admission and discharge. We identified 7 self-care items and 6 transfer items in section GG conceptually equivalent with FIM. Clinician-assessed scores for each pair of items were examined using score distributions, Bland-Altman plot, correlation (Pearson coefficients), and agreement (kappa and weighted kappa) analyses. SETTING AND PARTICIPANTS: In all, 408,491 patients were admitted to Uniform Data System for Medical Rehabilitation-affiliated inpatient rehabilitation facilities with one of the following impairments: stroke, brain dysfunction, neurologic condition, orthopedic disorders, and debility. MEASURES: Section GG and FIM. RESULTS: Patients were scored as more functionally independent in section GG compared with FIM, but change score distributions and score orders within impairment groups were similar. Total scores in section GG had strong positive correlations (self-care: r = 0.87 and 0.95; transfer: r = 0.82 and 0.90 at admission and discharge, respectively) with total FIM scores. Weak to moderate ranking agreements with total FIM scores were observed (self-care: kappa = 0.49 and 0.60; transfers: kappa = 0.43 and 0.52 at admission and discharge, respectively). Lower agreements were observed for less able patients at admission and for higher ability patients of their change scores. CONCLUSIONS AND IMPLICATIONS: Overall, response patterns were similar in section GG and FIM across impairments. However, variations exist in score distributions and ranking agreement. Future research should examine the use of GG codes to maintain effective care, outcomes, and unbiased reimbursement across post-acute settings.


Subject(s)
Stroke Rehabilitation , Stroke , Humans , Aged , United States , Inpatients , Medicare , Patient Discharge , Rehabilitation Centers , Length of Stay , Retrospective Studies , Recovery of Function , Treatment Outcome
8.
PLoS One ; 17(1): e0262079, 2022.
Article in English | MEDLINE | ID: mdl-35030180

ABSTRACT

OBJECTIVES: To examine Medicare health care spending and health services utilization among high-need population segments in older Mexican Americans, and to examine the association of frailty on health care spending and utilization. METHODS: Retrospective cohort study of the innovative linkage of Medicare data with the Hispanic Established Populations for the Epidemiologic Study of the Elderly (H-EPESE) were used. There were 863 participants, which contributed 1,629 person years of information. Frailty, cognition, and social risk factors were identified from the H-EPESE, and chronic conditions were identified from the Medicare file. The Cost and Use file was used to calculate four categories of Medicare spending on: hospital services, physician services, post-acute care services, and other services. Generalized estimating equations (GEE) with a log link gamma distribution and first order autoregressive, correlation matrix was used to estimate cost ratios (CR) of population segments, and GEE with a logit link binomial distribution was applied to estimate odds ratios (OR) of healthcare use. RESULTS: Participants in the major complex chronic illness segment who were also pre-frail or frail had higher total costs and utilization compared to the healthy segment. The CR for total Medicare spending was 3.05 (95% CI, 2.48-3.75). Similarly, this group had higher odds of being classified in the high-cost category 5.86 (95% CI, 3.35-10.25), nursing home care utilization 11.32 (95% CI, 3.88-33.02), hospitalizations 4.12 (95% CI, 2.88-5.90) and emergency room admissions 4.24 (95% CI, 3.04-5.91). DISCUSSION: Our findings highlight that frailty assessment is an important consideration when identifying high-need and high-cost patients.


Subject(s)
Mexican Americans
9.
J Am Med Dir Assoc ; 23(1): 128-132.e2, 2022 01.
Article in English | MEDLINE | ID: mdl-34237256

ABSTRACT

OBJECTIVES: To examine the relationship between cognitive status and falls with and without injury among older adults during the first 18 days of a skilled nursing facility (SNF) and determine if this association is mediated by limitations in activities of daily living (ADL) and impaired balance. DESIGN: Cohort study of Medicare fee-for-service beneficiaries admitted to an SNF between October 1, 2016, and September 31, 2017. SETTINGS AND PARTICIPANTS: 815,927 short-stay nursing home residents admitted to an SNF within 3 days of hospital discharge. METHODS: Cognitive status at SNF admission was classified as intact, mild, moderate, or severe impairment. Residents were classified as having no falls, a fall without injury, and a fall with a minor or major injury. We used ordinal logistic regression to model the association between cognitive status and falls adjusting for resident and facility characteristics. A causal mediation analysis was used to test for the mediating effects of ADL limitations and impaired balance on the association between cognitive status and falls with an injury. RESULTS: Mild, moderate, and severe cognitive impairment were associated with 1.72 (95% CI: 1.68-1.75), 2.72 (95% CI: 2.66-2.78), and 2.61 (95% CI: 2.48-2.75) higher odds of being in a higher fall severity category, respectively, compared to being cognitively unimpaired. Greater ADL limitations and impaired balance were significantly associated with falls, but each mediated the association between cognitive status and falls by less than 2%. CONCLUSIONS AND IMPLICATIONS: Older adults with cognitive impairment are more likely to experience a fall during an SNF stay. ADL limitations and impaired balance are risk factors for falls but may not contribute to the increased fall risk for SNF residents with cognitive impairment. Continued research is needed to better understand the risk factors for falls among SNF residents with cognitive impairment.


Subject(s)
Activities of Daily Living , Skilled Nursing Facilities , Accidental Falls , Aged , Cognition , Cohort Studies , Humans , Medicare , Patient Discharge , Retrospective Studies , United States/epidemiology
10.
Ethn Health ; 27(8): 1915-1931, 2022 11.
Article in English | MEDLINE | ID: mdl-34802363

ABSTRACT

OBJECTIVE: Arthritis is a common chronic condition in the ageing population. Its impact on physical function varies according to sociodemographic and race/ethnic factors. The study objective was to examine the impact of arthritis on physical function and disability among non-disabled older Mexican Americans over time. DESIGN: A 23-year prospective cohort study of 2230 Mexican Americans aged 65 years and older from the Hispanic Established Population for the Epidemiologic Study of the Elderly (1993/94-2016). The independent variable was self-reported physician-diagnosed arthritis, and the outcomes included Activities of Daily Living (ADL), Instrumental Activities of Daily Living (IADL), mobility, Short Physical Performance Battery (SPPB), and handgrip strength. Covariates were sociodemographic, medical conditions, body mass index, depressive symptoms, and cognitive function. General linear mixed models were performed to estimate the change in SPPB and muscle strength. General Equation Estimation models estimated the odds ratios (OR) of becoming ADL- or IADL- or mobility - disabled as a function of arthritis. All variables were used as time-varying except for sex, education, and nativity. RESULTS: Overall, participants with arthritis had higher odds ratio (OR) of any ADL [OR = 1.35, 95% Confidence Interval (CI) = 1.09-1.68] and mobility (OR = 1.34, 95% CI = 1.18-1.52) disability over time than those without arthritis, after controlling for all covariates. Women, but not men, reporting arthritis had increased risk for ADL and mobility disability. The total SPPB score declined 0.18 points per year among those with arthritis than those without arthritis, after controlling for all covariates (p-value < .010). CONCLUSIONS: Our study demonstrates the independent effect of arthritis in increasing ADL and mobility disability and decreased physical function in older Mexican Americans over 23-years of follow-up.


Subject(s)
Arthritis , Disabled Persons , Aged , Humans , Female , Mexican Americans/psychology , Activities of Daily Living , Disability Evaluation , Hand Strength , Prospective Studies , Follow-Up Studies
11.
J Am Med Dir Assoc ; 22(12): 2447-2453.e5, 2021 12.
Article in English | MEDLINE | ID: mdl-34473961

ABSTRACT

OBJECTIVE: To examine the association between cocalibrated functional scores across post-acute care settings and the subsequent risk of hospital readmission. DESIGN: Retrospective cohort study. SETTING AND PARTICIPANTS: We analyzed 781,021 fee-for-service Medicare beneficiaries discharged to either inpatient rehabilitation facilities (IRFs), skilled nursing facilities (SNFs), or home health agencies (HHA) after an acute hospital stay for stroke (N = 143,277), lower extremity joint replacements (512,577), and hip/femur fracture (125,167) between January 1, 2013, and August 31, 2014. MEASURES: Functional items from IRF-PAI, MDS, and OASIS were categorized into self-care and mobility domains. We cocalibrated admission functional scores across post-acute settings and divided scores into 4 functional levels using quartiles (Q1-Q4, with Q4 representing the most independent function). The primary outcomes were 30-day and 90-day hospital readmissions (yes/no) after an initial post-acute stay. RESULTS: Patients who were more dependent in self-care and mobility at the initial post-acute setting were significantly more likely to experience hospital readmission [eg, hazard ratios of 30-day readmission in stroke: 1.54 (95% confidence interval [CI] 1.47-1.61), 1.18 (95% CI 1.14-1.23), and 1.12 (95% CI 1.08-1.16) for Q1, Q2 and Q3, compared to Q4]. We found similar results for risk of 90-day hospital readmission across impairment conditions. CONCLUSIONS AND IMPLICATIONS: Patients who were more functionally dependent at the initial post-acute setting had a higher risk to readmit to the hospitals after discharging from the post-acute setting for 30 and 90 days, compared with patients who were more functionally independent. This finding is consistent across impairment conditions and post-acute settings. Future research should determine effective strategies of maintaining and facilitating functional performance across post-acute settings to optimize long-term patient outcomes.


Subject(s)
Functional Status , Patient Readmission , Aged , Humans , Medicare , Patient Discharge , Retrospective Studies , Skilled Nursing Facilities , Subacute Care , United States
12.
Stroke ; 52(10): e675-e700, 2021 10.
Article in English | MEDLINE | ID: mdl-34348470

ABSTRACT

The American Heart Association/American Stroke Association released the adult stroke rehabilitation and recovery guidelines in 2016. A working group of stroke rehabilitation experts reviewed these guidelines and identified a subset of recommendations that were deemed suitable for creating performance measures. These 13 performance measures are reported here and contain inclusion and exclusion criteria to allow calculation of rates of compliance in a variety of settings ranging from acute hospital care to postacute care and care in the home and outpatient setting.


Subject(s)
Stroke Rehabilitation/standards , Acute Disease/therapy , Ambulatory Care , American Heart Association , Health Care Sector , Home Care Services , Humans , Organizations , Rehabilitation Centers , United States
13.
J Alzheimers Dis ; 82(4): 1727-1736, 2021.
Article in English | MEDLINE | ID: mdl-34219726

ABSTRACT

BACKGROUND: Hispanic older adults are a high-risk population for Alzheimer's disease and related dementias (ADRD) but are less likely than non-Hispanic White older adults to have ADRD documented as a cause of death on a death certificate. OBJECTIVE: To investigate characteristics associated with ADRD as a cause of death among Mexican-American decedents diagnosed with ADRD. METHODS: Data came from the Hispanic Established Populations for the Epidemiologic Study of the Elderly, Medicare claims, and National Death Index. RESULTS: The final sample included 853 decedents diagnosed with ADRD of which 242 had ADRD documented as a cause of death. More health comorbidities (OR = 0.40, 95% CI = 0.28-0.58), older age at death (OR = 1.18, 95% CI = 1.03-1.36), and longer ADRD duration (OR = 1.08, 95% CI = 1.03-1.14) were associated with ADRD as a cause of death. In the last year of life, any ER admission without a hospitalization (OR = 0.45, 95% CI = 0.22-0.92), more physician visits (OR = 0.96, 95% CI = 0.93-0.98), and seeing a medical specialist (OR = 0.46, 95% CI = 0.29-0.75) were associated with lower odds for ADRD as a cause of death. In the last 30 days of life, any hospitalization with an ICU stay (OR = 0.55, 95% CI = 0.36-0.82) and ER admission with a hospitalization (OR = 0.67, 95% CI = 0.48-0.94) were associated with lower odds for ADRD as a cause of death. Receiving hospice care in the last 30 days of life was associated with 1.98 (95% CI = 1.37-2.87) higher odds for ADRD as a cause of death. CONCLUSION: Under-documentation of ADRD as a cause of death may reflect an underestimation of resource needs for Mexican-Americans with ADRD.


Subject(s)
Cause of Death , Comorbidity , Dementia/mortality , Documentation/standards , Mexican Americans/statistics & numerical data , Age Factors , Aged, 80 and over , Female , Hospices , Hospitalization , Humans , Insurance Claim Review , Male , Medicare , United States
14.
Arch Phys Med Rehabil ; 102(9): 1717-1728.e7, 2021 09.
Article in English | MEDLINE | ID: mdl-33812884

ABSTRACT

OBJECTIVE: To determine whether patients with a total or partial hip replacement admitted to a skilled nursing facility (SNF) after the improvement in function quality measure was added to Nursing Home Compare in July 2016 have greater physical recovery than patients admitted before July 2016. DESIGN: Pre (January 1, 2015-June 30, 2016) vs post (July 1, 2016-December 31, 2017) design. SETTING: Skilled nursing facilities (n=12,829). PARTICIPANTS: Medicare fee-for-service beneficiaries (N=106,832) discharged from acute hospitals to SNF after hip replacement between January 1, 2015 and December 31, 2017. INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURES: The 5- and 14-day minimum data set assessments were used to calculate total scores for the quality measure, self-care, mobility, and balance. We calculated the average adjusted change per 10 days and any improvement between the 5- and 14-day assessments. RESULTS: The average adjusted change per 10 days for the quality measure total score for patients admitted before July 2016 and after July 2016 was 1.00 points (standard error, 0010) and 1.06 points (standard error, 0.010), respectively (P<.01). This was a relative increase of 6.0%. Among patients admitted to a SNF before July 2016, 44.4% (standard error, 0.06) had any improvement in the quality measure total score compared with 45.5% (standard error, 0.23) of patients admitted after July 2016 (P<.01). This was a relative increase of 2.5%. The adjusted change per 10 days and percentage of patients who had any improvement in the total scores for self-care, mobility, and balance were all significantly higher after July 2016. CONCLUSIONS: Patients admitted to a SNF after a hip replacement after July 2016 had greater physical recovery than patients admitted before the improvement in function quality measure was added to Nursing Home Compare.


Subject(s)
Arthroplasty, Replacement, Hip/rehabilitation , Quality Indicators, Health Care , Skilled Nursing Facilities , Aged , Aged, 80 and over , Female , Humans , Male , Medicare , Recovery of Function , United States
15.
J Am Med Dir Assoc ; 22(7): 1493-1499.e1, 2021 07.
Article in English | MEDLINE | ID: mdl-33476569

ABSTRACT

OBJECTIVES: A priority health outcome for patients, families, and the Centers for Medicare & Medicaid Services (CMS) is a patient's ability to return home and remain in the community without adverse events following discharge from post-acute care services. Successful discharge to community (DTC) is defined as being discharged to the community and not experiencing a readmission or death within 30 days of discharge. The objective of this study was to determine the association between patient factors and successful DTC after home health for individuals with Alzheimer's disease and related dementias (ADRD). DESIGN: This retrospective study derived data from 100% national CMS data files from October 1, 2016, through September 30, 2017. SETTINGS AND PARTICIPANTS: Criteria from the Home Health Quality Reporting program were used to identify a cohort of 790,439 Medicare home health beneficiaries, 143,164 (18.0%) with ADRD. MEASURES: Successful DTC rates with associated 95% confidence intervals (CIs) were calculated for each patient characteristic. Multilevel logistic regression was used to estimate the relative risk (RR) of successful DTC after home health, by ADRD diagnosis, mobility, self-care, caregiver support, and medication management, adjusted for patient demographics and clinical characteristics. RESULTS: Overall, 79.4% of beneficiaries had a successful DTC. Beneficiaries with ADRD had a significantly lower odds of successful DTC than those without ADRD (RR=0.947, 95% CI=0.944-0.950). This association remained significant after adjustment for caregiver support, assistance with medications, independence in mobility, and level of self-care. Greater need for caregiver support, greater need for assistance with medications, greater dependence in mobility, and greater self-care dependence were all associated with decreased risk of successful DTC. CONCLUSIONS AND IMPLICATIONS: Older adults with ADRD receiving home health had decreased RR of successful DTC. To have a successful DTC, older adults with ADRD need sufficient support from caregivers and independence in functioning.


Subject(s)
Alzheimer Disease , Dementia , Aged , Dementia/therapy , Humans , Medicare , Patient Discharge , Retrospective Studies , Self Care , United States
16.
J Am Med Dir Assoc ; 22(8): 1735-1743.e3, 2021 08.
Article in English | MEDLINE | ID: mdl-33041232

ABSTRACT

OBJECTIVES: Understand the association between social determinants of health and community discharge after elective total joint arthroplasty. DESIGN: Retrospective cohort design using Optum de-identified electronic health record dataset. SETTING AND PARTICIPANTS: A total of 38 hospital networks and 18 non-network hospitals in the United States; 79,725 patients with total hip arthroplasty and 136,070 patients with total knee arthroplasty between 2011 and 2018. METHODS: Logistic regression models were used to examine the association among pain, weight status, smoking status, alcohol use, substance disorder, and postsurgical community discharge, adjusted for patient demographics. RESULTS: Mean ages for patients with hip and knee arthroplasty were 64.5 (SD 11.3) and 65.9 (SD 9.6) years; most patients were women (53.6%, 60.2%), respectively. The unadjusted community discharge rate was 82.8% after hip and 81.1% after knee arthroplasty. After adjusting for demographics, clinical factors, and behavioral factors, we found obesity [hip: odds ratio (OR) 0.81, 95% confidence interval (CI) 0.76-0.85; knee: OR 0.73, 95% CI 0.69-0.77], current smoking (hip: OR 0.82, 95% CI 0.77-0.88; knee: OR 0.90, 95% CI 0.85-0.95), and history of substance use disorder (hip: OR 0.55, 95% CI 0.50-0.60; knee: OR 0.57, 95% CI 0.53-0.62) were associated with lower odds of community discharge after hip and knee arthroplasty, respectively. CONCLUSIONS AND IMPLICATIONS: Social determinants of health are associated with odds of community discharge after total hip and knee joint arthroplasty. Our findings demonstrate the value of using electronic health record data to analyze more granular patient factors associated with patient discharge location after total joint arthroplasty. Although bundled payment is increasing community discharge rates, post-acute care facilities must be prepared to manage more complex patients because odds of community discharge are diminished in those who are obese, smoking, or have a history of substance use disorder.


Subject(s)
Arthroplasty, Replacement, Hip , Arthroplasty, Replacement, Knee , Child , Female , Humans , Patient Discharge , Retrospective Studies , Social Behavior , United States/epidemiology
17.
Am J Respir Crit Care Med ; 203(4): 437-446, 2021 02 15.
Article in English | MEDLINE | ID: mdl-32871097

ABSTRACT

Rationale: Implementation of the Hospital Readmissions Reduction Program (HRRP) following discharge of patients with chronic obstructive pulmonary disease (COPD) has led to a reduction in 30-day readmissions with unknown effects on postdischarge mortality.Objectives: To examine the association of HRRP with 30-day hospital readmission and 30-day postdischarge mortality rate in patients after discharge from COPD hospitalization.Methods: Retrospective cohort study of readmission and mortality rates in a national cohort (N = 4,587,542) of admissions of Medicare fee-for-service beneficiaries 65 years or older with COPD from 2006 to 2017.Measurements and Main Results: Data were analyzed for three nonoverlapping periods based on implementation of the HRRP specific to COPD: 1) preannouncement (December 2006 to March 2010), 2) announcement (April 2010 to August 2014), and 3) implementation (October 2014 to November 2017). The 30-day readmission rate decreased from 20.54% in the preannouncement period (December 2006 to July 2008) to 18.74% in the implementation period (May 2016 to November 2017). The 30-day risk-standardized postdischarge mortality rates were 6.91%, 6.59%, and 7.30% for the preannouncement, announcement, and implementation periods, respectively. Generalized estimating equations analyses estimated an additional 1,196 deaths (October 2014 to April 2016) and 3,858 deaths (May 2016 to November 2017) during the HRRP implementation period.Conclusions: We found a reduction in 30-day all-cause readmission rate during the implementation period compared with the preannouncement phase. HRRP implementation was also associated with a significant increase in 30-day mortality after discharge from COPD hospitalization. Additional research is necessary to confirm our findings and understand the factors contributing to increased mortality in patients with COPD in the HRRP implementation period.


Subject(s)
Heart Failure/mortality , Hospitalization/statistics & numerical data , Myocardial Infarction/mortality , Patient Readmission/statistics & numerical data , Pneumonia/mortality , Pulmonary Disease, Chronic Obstructive/complications , Pulmonary Disease, Chronic Obstructive/mortality , Aged , Aged, 80 and over , Cohort Studies , Female , Heart Failure/epidemiology , Humans , Male , Myocardial Infarction/epidemiology , Pneumonia/epidemiology , Pulmonary Disease, Chronic Obstructive/epidemiology , Retrospective Studies , United States/epidemiology
18.
J Gerontol A Biol Sci Med Sci ; 76(3): 534-542, 2021 02 25.
Article in English | MEDLINE | ID: mdl-32944734

ABSTRACT

BACKGROUND: Evidence from predominantly non-Hispanic White cohorts indicates health care utilization increases before Alzheimer's disease and related dementias (ADRD) is diagnosed. We investigated trends in health care utilization by Mexican American Medicare beneficiaries before and after an incident diagnosis of ADRD. METHODS: Data came from the Hispanic Established Populations for the Epidemiological Study of the Elderly that has been linked with Medicare claims files from 1999 to 2016 (n = 558 matched cases and controls). Piecewise regression and generalized linear mixed models were used to compare the quarterly trends in any (ie, one or more) hospitalizations, emergency room (ER) admissions, and physician visits for 1 year before and 1 year after ADRD diagnosis. RESULTS: The piecewise regression models showed that the per-quarter odds for any hospitalizations (odds ratio [OR] = 1.62, 95% CI = 1.43-1.84) and any ER admissions (OR = 1.40, 95% CI = 1.27-1.54) increased before ADRD was diagnosed. Compared to participants without ADRD, the percentage of participants with ADRD who experienced any hospitalizations (27.2% vs 14.0%) and any ER admissions (19.0% vs 11.7%) was significantly higher at 1 quarter and 3 quarters before ADRD diagnosis, respectively. The per-quarter odds for any hospitalizations (OR = 0.88, 95% CI = 0.80-0.97) and any ER admissions (OR = 0.89, 95% CI = 0.82-0.97) decreased after ADRD was diagnosed. Trends for any physician visits before or after ADRD diagnosis were not statistically significant. CONCLUSIONS: Older Mexican Americans show an increase in hospitalizations and ER admissions before ADRD is diagnosed, which is followed by a decrease after ADRD diagnosis. These findings support the importance of a timely diagnosis of ADRD for older Mexican Americans.


Subject(s)
Dementia/diagnosis , Dementia/ethnology , Medicare , Mexican Americans/psychology , Patient Acceptance of Health Care/ethnology , Aged , Aged, 80 and over , Cohort Studies , Dementia/psychology , Emergency Service, Hospital/statistics & numerical data , Facilities and Services Utilization , Female , Hospitalization/statistics & numerical data , Humans , Male , Office Visits/statistics & numerical data , Patient Acceptance of Health Care/statistics & numerical data , United States
19.
Am J Phys Med Rehabil ; 100(5): 465-472, 2021 05 01.
Article in English | MEDLINE | ID: mdl-32858537

ABSTRACT

OBJECTIVE: The aims of the study were to demonstrate a method for developing rehabilitation service areas and to compare service areas based on postacute care rehabilitation admissions to service areas based on acute care hospital admissions. DESIGN: We conducted a secondary analysis of 2013-2014 Medicare records for older patients in Texas (N = 469,172). Our analysis included admission records for inpatient rehabilitation facilities, skilled nursing facilities, long-term care hospitals, and home health agencies. We used Ward's algorithm to cluster patient ZIP Code Tabulation Areas based on which facilities patients were admitted to for rehabilitation. For comparison, we set the number of rehabilitation clusters to 22 to allow for comparison to the 22 hospital referral regions in Texas. Two methods were used to evaluate rehabilitation service areas: intraclass correlation coefficient and variance in the number of rehabilitation beds across areas. RESULTS: Rehabilitation service areas had a higher intraclass correlation coefficient (0.081 vs. 0.076) and variance in beds (27.8 vs. 21.4). Our findings suggest that service areas based on rehabilitation admissions capture has more variation than those based on acute hospital admissions. CONCLUSIONS: This study suggests that the use of rehabilitation service areas would lead to more accurate assessments of rehabilitation geographic variations and their use in understanding rehabilitation outcomes.


Subject(s)
Geographic Mapping , Health Services Accessibility/statistics & numerical data , Home Care Services/statistics & numerical data , Long-Term Care/statistics & numerical data , Rehabilitation Centers/statistics & numerical data , Skilled Nursing Facilities/statistics & numerical data , Subacute Care/statistics & numerical data , Aged , Aged, 80 and over , Humans , Patient Admission , Texas
20.
J Am Geriatr Soc ; 69(4): 938-945, 2021 04.
Article in English | MEDLINE | ID: mdl-33155268

ABSTRACT

BACKGROUND/OBJECTIVE: To describe the recovery of activities of daily living (ADLs) during a skilled nursing facility (SNF) stay and the association with 1-year mortality after SNF discharge among Medicare beneficiaries treated in intensive care for sepsis. DESIGN: Retrospective cohort study. SETTING: Skilled nursing facilities in the United States. PARTICIPANTS: Medicare fee-for-service beneficiaries admitted to an SNF within 3 days of discharge from a hospitalization that included an intensive care unit (ICU) stay for sepsis between January 1, 2013, and September 30, 2015 (N = 59,383). MEASUREMENTS: Data from the Minimum Data Set (MDS) were used to calculate a total score for seven ADLs. Improvement was determined by comparing the total ADL scores from the first and last MDS assessments of the SNF stay. Proportional hazard models were used to estimate the association between improvement in ADL function and 1-year mortality after SNF discharge. RESULTS: Approximately 58% of SNF residents had any improvement in ADL function. Residents who had improvement in ADL function had 0.72 (95% confidence interval (CI) = 0.69-0.74) lower risk for mortality following SNF discharge than residents who did not improve. Residents who improved 1-3 points (hazard ratio (HR) = 0.82, 95% CI = 0.79-0.84) and four or more points (HR = 0.57, 95% CI = 0.55-0.60) in ADL function had significantly lower mortality risk than residents who did not improve. CONCLUSION: Older adults treated in an ICU with sepsis can improve in ADL function during an SNF stay. This improvement is associated with lower 1-year mortality risk after SNF discharge. These findings provide evidence that ADL recovery during an SNF stay is associated with better health outcomes for older adults who have survived an ICU stay for sepsis.


Subject(s)
Activities of Daily Living , Geriatric Assessment , Intensive Care Units/statistics & numerical data , Sepsis , Skilled Nursing Facilities , Aged , Female , Functional Status , Geriatric Assessment/methods , Geriatric Assessment/statistics & numerical data , Hospitalization/statistics & numerical data , Humans , Length of Stay/statistics & numerical data , Male , Medicare/economics , Medicare/statistics & numerical data , Outcome Assessment, Health Care , Patient Discharge/statistics & numerical data , Recovery of Function , Retrospective Studies , Sepsis/mortality , Sepsis/therapy , Skilled Nursing Facilities/standards , Skilled Nursing Facilities/statistics & numerical data , Treatment Outcome , United States/epidemiology
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