Assistive technology services for adults with disabilities in state-federal vocational rehabilitation programs

PURPOSE

Prior research indicates that the provision of assistive technology (AT) services positively predicts successful employment outcomes in vocational rehabilitation (VR) programs. While AT services can be promising, they are underutilized overall, and there are apparent disparities in AT service utilization. The purpose of this study was to identify sociodemographic factors which may act as barriers to receiving AT services in VR programs. Recognizing potential disparities is the first step in improving equity in access to beneficial services.

MATERIALS AND METHODS

This study is a retrospective analysis of national data collected by the Rehabilitation Service Administration's Case Service Report from fiscal years 2017-2019. The sample included 788,173 cases that reported having a disability, were aged ≥18 years old, was deemed eligible for VR services, and had a complete set of data.

RESULTS

Less than 9% of VR clients received AT services. We ran a multiple logistic regression analysis to examine the independent effects of various sociodemographic variables on the likelihood of receiving AT services through VR programs. The following client characteristics were associated with a lower likelihood of receiving AT services: men, unemployed, minority, low income, significant disability, non-enrolled in post-secondary education, mental or cognitive disability, less education, and younger age (all p < .001).

CONCLUSION

The findings emphasize the need for more research to identify underlying mechanisms and potential solutions to these apparent disparities in access to AT services for adults with disabilities. Future research and implications are provided.

Inpatient Rehabilitation Facility Ownership Type Yields Mixed Performances on Quality Measures

OBJECTIVE

To evaluate the effects of inpatient rehabilitation facility (IRF) ownership type on IRF-Quality Reporting Program (IRF-QRP) measures.

DESIGN

Cross-sectional, observational design.

SETTING

We used 2 Centers for Medicare and Medicare publicly-available, facility-level data sources: (1) IRF compare files and (2) IRF rate setting files - final rule. Data from 2021 were included.

PARTICIPANTS

The study sample included 1092 IRFs (N=1092).

INTERVENTIONS

Not applicable.

MAIN OUTCOME MEASURES

We estimated the effects of IRF ownership type, defined as for-profit and nonprofit, on 15 IRF-QRP measures using general linear models. Models were adjusted for the following facility-level characteristics: (1) Centers for Medicare and Medicaid census divisions; (2) number of discharges; (3) teaching status; (4) freestanding vs hospital unit; and (5) estimated average weight per discharge.

RESULTS

Ownership type was significantly associated with 9 out of the fifteen IRF-QRP measures. Nonprofit IRFs performed better with having lower readmissions rates within stay and 30-day post discharge. For-profit IRFs performed better for all the functional measures and with higher rates of returning to home and the community. Lastly, for-profit IRFs spent more per Medicare beneficiary.

CONCLUSIONS

Ideally, IRF performance would not vary based on ownership type. However, we found that ownership type is associated with IRF-QRP performance scores. We suggest that future studies investigate how ownership type affects patient-level outcomes and the longitudinal effect of ownership type on IRF-QRP measures.

Predicting Receipt and Types of Occupational Therapy Services for Patients with Arousal Deficits in the Neuro Critical Care Unit

Occupational therapy has been identified as a required service in the neuro critical care unit (NCCU), however who receives occupational therapy services and what services they receive are not well understood. We sought to determine if arousal deficits impacted patients' likelihood to receive an occupational therapy evaluation or specific types of occupational therapy interventions in the NCCU. When compared to patients without arousal deficits, patients who were experiencing agitation or light sedation, but not deep sedation, were more likely to receive occupational therapy interventions in the therapeutic activities category. Arousal deficits were not associated with receipt of occupational therapy services or occupational therapy interventions in the self-care or therapeutic exercise categories. Determining predictors of occupational therapy services will help ensure the timely delivery of services by improving the allocation of resources and identifying potential gaps in care.

COVID-19 vaccination in pregnancy: How discrepant public health discourses shape responsibility for fetal health

Early in COVID-19 vaccine rollout, expert recommendations about vaccination while pregnant and breastfeeding changed rapidly. This paper addresses the (re)production of gendered power relations in these expert discourses and recommendations in Canada. We collected texts about COVID-19 vaccine use in pregnancy (N ​= ​52) that Canadian health organizations (e.g., professional societies, advisory groups, health authorities) and vaccine manufacturers made publicly available online. A discourse analysis was undertaken to investigate intertextuality (relations between texts), social construction (incorporation of assumptions about gender), and contradictions between and within texts. National expert recommendations varied in stating COVID-19 vaccines are recommended, should be offered, or may be offered, while manufacturer texts consistently stated there was no evidence. Provincial and territorial texts reproduced discrepancies between the Society of Obstetricians and Gynaecologists of Canada and National Advisory Committee on Immunization recommendations, including that COVID-19 vaccines should be versus may be offered in pregnancy. Our findings suggest gaps in data and discrepant COVID-19 vaccine recommendations, eligibility, and messaging limit guidance regarding vaccination in pregnancy. We argue that these discrepancies magnified the already common practice of deferring responsibility for the uncertainties of vaccination in pregnancy onto parents and healthcare providers. The deferral of responsibility could be reduced by harmonizing recommendations, regularly updating texts that describe evidence and recommendations, and prioritizing research into disease burden, vaccine safety, and efficacy before vaccine rollout.

Are Social Determinants of Health Associated With Onset of Rehabilitation Services in Patients Hospitalized for Traumatic Brain Injury?

OBJECTIVE

To examine the impact of community-level social determinants of health (SDoH) on the onset of occupational therapy (OT) and physical therapy (PT) services among individuals hospitalized for traumatic brain injury (TBI).

SETTING

14 acute care hospitals in the state of Colorado.

PARTICIPANTS

We studied 5825 adults with TBI.

DESIGN

In a secondary analysis of de-identified electronic health record data, we performed multivariable logistic and linear regressions to calculate odds ratios (ORs) and 95% CIs for the likelihood of receiving services and duration to initiation of services among those who received them.

MAIN MEASURES

Community-level SDoH, receipt of rehabilitation services, and onset of rehabilitation services.

RESULTS

Multivariable logistic and linear regressions revealed that those in top quartiles for community income were associated with duration to OT services, ranging from OR = 0.33 [05% CI, 0.07, 0.60] for quartile 2 to 0.76 [0.44, 1.08] for quartile 4 compared with those with the lowest quartile. Only the top quartile differed significantly for duration to PT services (0.63 [0.28, 0.98]). Relative to those with below the median community percentage of high school degree, those with above the median were associated with duration to PT services only (-0.32 [-0.60, -0.04]). Neither community percentage with bachelor's degree nor rural-urban designation was associated with duration to either therapy service.

CONCLUSION

Further research is needed to determine whether our SDoH variables were too diffuse to capture individual experiences and impacts on care or whether community-level education and income, and rurality, truly do not influence time to therapy for patients hospitalized with TBI. Other, individual-level variables, such as age, comorbidity burden, and TBI severity, demonstrated clear relationships with therapy onset. These findings may help therapists evaluate and standardize equitable access to timely rehabilitation services.

Association between divorce and access to healthcare services among married immigrants: propensity score approaches

Background

While divorce is a social determinant of health among married immigrants in Korea, its association with access to healthcare services is unclear. Given the rapid increase in the number of married immigrants in Korea, research is needed to improve minority groups’ access to healthcare services. Here, we examined healthcare service utilization among married immigrants.

Methods

We retrieved 11,778 adults from the 2018 Korea National Multicultural Family Survey. We analyzed whether the sex of divorced immigrants is associated with healthcare access using multivariable logistic regression analysis. Further, we analyzed the association between divorce and access to healthcare services among married immigrants using propensity score matching methods.

Results

There were 691 (5.8%) divorced immigrants in the data set. The married male immigrants had no association between divorce status and healthcare access (adjusted odds ratio [OR] = 1.05, 95% confidence interval [CI] = 0.55–2.03, p = 0.8620). Divorced immigrants were less likely to receive healthcare services than married immigrants (adjusted OR = 1.42, 95% CI = 1.07–1.88).

Conclusion

Our findings revealed that divorce increases the risk of limited access to healthcare services among married immigrants. Policymakers and healthcare providers should be aware of these potential disparities in this vulnerable minority population.

Mobility status and acute care physical therapy utilization: The Moderating roles of age, significant others, and insurance type

OBJECTIVE

To investigate whether a direct measure of need for PT, mobility status, was associated with acute care PT utilization and whether this relationship differs across sociodemographic factors and insurance type.

DESIGN

In a secondary analysis of electronic health records data, we estimated logistic regression models to determine whether mobility status was associated with acute care PT utilization. Interactions between mobility and both sociodemographic factors (sex; age; significant other; minority status) and insurance type were included to investigate whether the relationship between mobility and PT utilization varied across patient characteristics.

SETTING

Five regional hospitals from one health system.

PARTICIPANTS

60,459 adults admitted between 2014 and 2018 who received a PT evaluation.

INTERVENTIONS

None.

MAIN OUTCOME MEASURE(S)

Received acute care PT; Activity Measure for Post-Acute Care (AM-PAC) "6-Clicks" measure of mobility.

RESULTS

Half of patients who received a PT evaluation received subsequent treatment. Patients with mobility limitations were more likely to receive PT. Interaction terms indicated that among patients with mobility limitations, those who 1) were younger; 2) had significant others; and 3) had private insurance (vs. public) were more likely to receive PT. Among patients with greater mobility status, older patients and those without a significant other were more likely to receive PT.

CONCLUSIONS

The relationship between acute care PT need and utilization differed across sociodemographic factors and insurance type. We offer potential explanations for these findings to guide studies targeting equitable distribution of beneficial PT services.

Activities of Daily Living Performance and Acute Care Occupational Therapy Utilization: Moderating Factors

IMPORTANCE

Hospitalized patients who have difficulty performing activities of daily living (ADLs) benefit from occupational therapy services; however, disparities in access to such services are understudied.

OBJECTIVE

To investigate whether need (i.e., limited ADL performance) predicts acute care occupational therapy utilization and whether this relationship differs across sociodemographic factors and insurance type.

DESIGN

A secondary analysis of electronic health records data. Logistic regression models were specified to determine whether ADL performance predicted use of occupational therapy treatment. Interactions were included to investigate whether the relationship between ADL performance and occupational therapy utilization varied across sociodemographic factors (e.g., age) and insurance type.

PARTICIPANTS

A total of 56,022 adults admitted to five regional hospitals between 2014 and 2018 who received an occupational therapy evaluation.

INTERVENTION

None. Outcomes and Measures: Occupational therapy service utilization, Activity Measure for Post-Acute Care "6-Clicks" measure of daily activity.

RESULTS

Forty-four percent of the patients evaluated for occupational therapy received treatment. Patients with lower ADL performance were more likely to receive occupational therapy treatment; however, interaction terms indicated that, among patients with low ADL performance, those who were younger, were White and non-Hispanic, had significant others, and had private insurance (vs. public) were more likely to receive treatment. These differences were smaller among patients with greater ADL performance.

CONCLUSIONS AND RELEVANCE

Greater need was positively associated with receiving occupational therapy services, but this relationship was moderated by age, minoritized status, significant other status, and insurance type. The findings provide direction for exploring determinants of disparities in occupational therapy utilization. What This Article Adds: Acute care occupational therapy utilization is driven partly by patient need, but potential disparities in access to beneficial services may exist across sociodemographic characteristics and insurance type. Identifying potential determinants of disparities in acute care occupational therapy utilization is the first step in developing strategies to reduce barriers for those in need.

Activities of Daily Living Performance and Acute Care Occupational Therapy Utilization: Moderating Factors

IMPORTANCE

Hospitalized patients who have difficulty performing activities of daily living (ADLs) benefit from occupational therapy services; however, disparities in access to such services are understudied.

OBJECTIVE

To investigate whether need (i.e., limited ADL performance) predicts acute care occupational therapy utilization and whether this relationship differs across sociodemographic factors and insurance type.

DESIGN

A secondary analysis of electronic health records data. Logistic regression models were specified to determine whether ADL performance predicted use of occupational therapy treatment. Interactions were included to investigate whether the relationship between ADL performance and occupational therapy utilization varied across sociodemographic factors (e.g., age) and insurance type.

PARTICIPANTS

A total of 56,022 adults admitted to five regional hospitals between 2014 and 2018 who received an occupational therapy evaluation.

INTERVENTION

None. Outcomes and Measures: Occupational therapy service utilization, Activity Measure for Post-Acute Care "6-Clicks" measure of daily activity.

RESULTS

Forty-four percent of the patients evaluated for occupational therapy received treatment. Patients with lower ADL performance were more likely to receive occupational therapy treatment; however, interaction terms indicated that, among patients with low ADL performance, those who were younger, were White and non-Hispanic, had significant others, and had private insurance (vs. public) were more likely to receive treatment. These differences were smaller among patients with greater ADL performance.

CONCLUSIONS AND RELEVANCE

Greater need was positively associated with receiving occupational therapy services, but this relationship was moderated by age, minoritized status, significant other status, and insurance type. The findings provide direction for exploring determinants of disparities in occupational therapy utilization. What This Article Adds: Acute care occupational therapy utilization is driven partly by patient need, but potential disparities in access to beneficial services may exist across sociodemographic characteristics and insurance type. Identifying potential determinants of disparities in acute care occupational therapy utilization is the first step in developing strategies to reduce barriers for those in need.

Predicting Community Discharge for Occupational Therapy Recipients in the Neurological Critical Care Unit

IMPORTANCE

Occupational therapy in the neurological critical care unit (NCCU) may enable safe community discharge by restoring functional ability. However, the influence of patient characteristics and NCCU occupational therapy on discharge disposition is largely unknown.

OBJECTIVE

To examine how patient factors and receipt of occupational therapy predict discharge disposition for NCCU patients.

DESIGN

Retrospective cross-sectional cohort study of electronic health records data from adults admitted to the NCCU between May 2013 and September 30, 2015.

SETTING

NCCU in a large urban academic hospital.

PARTICIPANTS

Adults age 18 yr or older (N = 1,134) admitted to the NCCU. Outcomes and Measures: Using logistic regression with discharge disposition as the dependent variable, we entered sex, age, length of stay (LOS), baseline Glasgow Coma Scale score, Elixhauser Comorbidity Index, and receipt of occupational therapy services as predictor variables.

RESULTS

Of NCCU patients, 39% received occupational therapy. Younger age, shorter LOS, lower comorbidity burden, and not receiving occupational therapy services increased the likelihood of discharge to the community. Men who received occupational therapy were less likely to be discharged to the community than men who did not receive occupational therapy. As age increased, differences in the probability of community discharge decreased between recipients and nonrecipients of occupational therapy services.

CONCLUSIONS AND RELEVANCE

Our results suggest that patients receiving occupational therapy services in the NCCU may have a lower likelihood of community discharge. However, these findings may result from therapist's consideration of the safest discharge location to ensure the greatest balance between independence and support. What This Article Adds: This study's findings suggest that receipt of occupational therapy in the NCCU is associated with higher likelihood for noncommunity discharge (i.e., to inpatient rehabilitation, skilled nursing, or long-term care). However, activity limitations and comorbidity burden may be greater for recipients of occupational therapy, and these NCCU patients are presumably less prepared for community discharge.

Evaluating the strength of evidence for statistically significant rehabilitation treatment effects

BACKGROUND

Relying solely on null hypothesis significance testing to investigate rehabilitation interventions may result in researchers erroneously concluding the presence of a treatment effect.

OBJECTIVE

We sought to quantify the strength of evidence in favour of rehabilitation treatment effects by calculating Bayes factors (BF10s) for significant findings. Additionally, we sought to examine associations between BF10s, p-values, and Cohen's d effect sizes.

METHODS

We searched the Cochrane Database of Systematic Reviews for meta-analyses with "rehabilitation" as a keyword that evaluated a rehabilitation intervention. We extracted means, standard deviations, and sample sizes for treatment and comparison groups from individual findings within 175 meta-analyses. Investigators independently classified the interventions according to the Rehabilitation Treatment Specification System. We calculated t-statistics, p-values, effect sizes, and BF10s for each finding. We isolated statistically significant findings (p ≤ 0.05); applied evidential categories to BF10s, p-values, and effect sizes; and examined relationships descriptively.

RESULTS

We analysed 1,935 rehabilitation findings. Across intervention types, 25% of significant findings offered only anecdotal evidence in favour of a treatment effect; only 48% indicated strong evidence. This pattern persisted within intervention types and when conducting robustness analyses. Smaller p-values and larger effect sizes were associated with stronger evidence in favour of a treatment effect. However, a notable portion of findings with p-value 0.01 to 0.05 (63%) or a large effect size (18%) offered anecdotal evidence in favour of an effect.

CONCLUSIONS

For a substantial portion of statistically significant rehabilitation findings, the data neither support nor refute the presence of a treatment effect. This was the case among a notable portion of large treatment effects and for most findings with p-value > 0.01. Rehabilitation evidence would be improved by researchers adopting more conservative levels of significance, complementing the use of null hypothesis significance testing with Bayesian techniques and reporting effect sizes.

Impact of Diabetes on 90-Day Episodes of Care After Elective Total Joint Arthroplasty Among Medicare Beneficiaries

BACKGROUND

In an effort to improve quality and reduce costs, reimbursement for total knee arthroplasty (TKA) and total hip arthroplasty (THA) in the United States is being based on the value of care provided, with adjustments for some qualifying comorbidities, including diabetes in its most severe form and excluding many diabetes codes. The aims of this study were to examine the effects of diabetes on elective TKA or THA complications and readmission risks among Medicare beneficiaries.

METHODS

Complication (n = 521,230) and readmission (n = 515,691) data were extracted from Medicare files in 2013 and 2014. Diabetes status (no diabetes, controlled-uncomplicated diabetes, controlled-complicated diabetes, and uncontrolled diabetes) was identified with ICD-9 (International Classification of Diseases, 9th Revision) codes. TKA or THA complications and readmission odds based on diabetes status were estimated using logistic regression and adjusted for sociodemographic and clinical characteristics, including comorbidities.

RESULTS

Compared with no diabetes, the odds ratio (OR) of TKA complications was significantly higher for uncontrolled diabetes (1.29, 95% confidence interval [CI] = 1.06 to 1.57). The OR of THA complications was significantly higher for controlled-complicated diabetes (1.45, 95% CI = 1.17 to 1.80). The OR of readmission was significantly higher for all diabetes groups (1.21 to 1.48 for TKA, 1.20 to 1.70 for THA).

CONCLUSIONS

Readmission odds were higher in all diabetes categories. The uncontrolled-diabetes group had the greatest TKA readmission and complication odds. The controlled-complicated diabetes group had the greatest THA readmission and complication odds. The findings suggest that including diabetes and associated systemic complications in cost adjustments in alternative payment models for arthroplasty should be considered.

LEVEL OF EVIDENCE

Prognostic Level III. See Instructions for Authors for a complete description of levels of evidence.

Factors distinguishing veterans participating in supported education services from veterans on campus: Evidence supporting modifiable intervention targets

OBJECTIVE

The purpose of this study was to identify specific and modifiable supported education (SEd) service needs for the veteran population. To do so, we compared veterans participating in SEd services to other veterans on campus with respect to service-related challenges, community reintegration, and academic-related challenges. Identifying independent factors that distinguish veterans receiving SEd services from other veterans on campus may help operationalize interventions that target the unique challenges in this vulnerable population.

METHOD

This study used an exploratory cross-sectional design. We used logistic regression on 410 veterans attending college. Models tested whether sociodemographic characteristics (e.g., age), service-related challenges (e.g., combat exposure), academic-related challenges (e.g., academic self-efficacy), and aspects of community reintegration (e.g., employment status) distinguished veterans receiving SEd services (n = 94) from veterans on campus (n = 316).

RESULTS

Veterans who reported (a) more severe combat exposure, (b) more severe posttraumatic stress disorder (PTSD) symptoms, (c) service-related mild traumatic brain injury (mTBI), (d) lower levels of academic self-efficacy, and (e) no paid employment were more likely to participate in SEd services.

CONCLUSIONS AND IMPLICATIONS FOR PRACTICE

This study established several factors that distinguished veterans receiving SEd services from veterans on campus. Findings indicate that SEd education services for veterans should: (a) apply principles of trauma-informed care, (b) mitigate the influence of PTSD and/or mTBI upon academic success and community reintegration, (c) promote academic self-efficacy, and (d) integrate principles of supported employment. (PsycInfo Database Record (c) 2020 APA, all rights reserved).

Participation Is Associated With Well-Being Among Community-Based Veterans: An Investigation of Coping Ability, Meaningful Activity, and Social Support as Mediating Mechanisms

IMPORTANCE

Occupational therapy practitioners can use therapeutic activity to promote veterans' well-being, but the mechanisms through which participation promotes well-being are poorly understood.

OBJECTIVE

To examine whether coping ability, meaningful activity, and social support mediate the relationship between participation and two indicators of veterans' overall well-being: life meaning (psychological well-being) and life satisfaction (subjective well-being).

DESIGN

Explanatory cross-sectional design. We used two multiple mediation models to test whether coping ability, meaningful activity, and social support explained the relationship between participation and both life meaning and life satisfaction. Models were adjusted for demographic characteristics and service-related health conditions (e.g., posttraumatic stress disorder).

SETTING

Community.

PARTICIPANTS

Three hundred eighty-nine community-based veterans attending college.

INTERVENTION

None.

OUTCOMES AND MEASURES

Measures of participation, coping ability, meaningful activity, social support, life meaning, life satisfaction, and service-related health conditions.

RESULTS

Meaningfulness of activity partially explained the relationship between participation and both psychological well-being (B = 0.16, standard error [SE] = 0.04, 99% confidence interval [CI] [0.07, 0.27]) and subjective well-being (B = 0.14, SE = 0.03, 99% CI [0.07, 0.24]). Social support partially explained the relationship between participation and subjective well-being (B = 0.05, SE = 0.02, 99% CI [0.01, 0.11]). These findings persisted when symptoms of service-related health conditions were accounted for.

CONCLUSIONS AND RELEVANCE

Veterans' participation is associated with a greater sense of meaningful activity and social support, which in turn promotes psychological and subjective well-being. Occupational therapy practitioners may promote veterans' well-being by supporting engagement in activities that elicit meaning and enable social interaction, although further study is needed.

WHAT THIS ARTICLE ADDS

This is among the first studies to test mechanisms underlying the relationship between veterans' engagement in activities and their overall well-being. Results may inform treatment theories for activity-based interventions in the veteran population. For example, results indicate that occupational therapy interventions that facilitate engagement in meaningful and shared activities could be developed to promote veterans' well-being.

Is Referral to Home Health Rehabilitation After Inpatient Rehabilitation Facility Associated With 90-Day Hospital Readmission for Adult Patients With Stroke?

OBJECTIVE

We examined the association between home health rehabilitation referral and 90-day risk-adjusted hospital readmission after discharge from inpatient rehabilitation facilities among adult patients recovering from stroke (N = 1219).

DESIGN

A secondary data analysis of the 2005-2006 Stroke Recovery in Underserved Population database. A logistic regression model, multilevel model, and the propensity score inverse probability weighting model were used to evaluate the risk of 90-day rehospitalization between patients with stroke who received a referral for home health rehabilitation and those who did not receive a home health rehabilitation referral at inpatient rehabilitation facility discharge.

RESULTS

The regression, multilevel, and propensity score inverse probability weighting models indicated that inpatient rehabilitation facility patients with stroke who received home health rehabilitation referral had substantially lower odds of 90-day rehospitalization after inpatient rehabilitation facility discharge compared with those who were not referred to home health (odds ratio = 0.325, 95% confidence interval = 0.138-0.764; odds ratio = 0.340, 95% confidence interval = 0.139-0.832; odds ratio = 0.407, 95% confidence interval = 0.183-0.906, respectively).

CONCLUSIONS

Our findings suggest the importance of continuation of care (home health) after hospitalization and intense inpatient rehabilitation for stroke. Additional research is needed to establish appropriate use criteria and explore potential underuse of home health services as well as the benefits for follow-up outpatient services for those who do not qualify for home health at inpatient rehabilitation facility discharge.

Novel Effect Size Interpretation Guidelines and an Evaluation of Statistical Power in Rehabilitation Research

OBJECTIVE

First, to establish empirically-based effect size interpretation guidelines for rehabilitation treatment effects. Second, to evaluate statistical power in rehabilitation research.

DATA SOURCES

The Cochrane Database of Systematic Reviews was searched through June 2019.

STUDY SELECTION

Meta-analyses included in the Cochrane Database of Systematic Reviews with "rehabilitation" as a keyword and clearly evaluated a rehabilitation intervention.

DATA EXTRACTION

We extracted Cohen's d effect sizes and associated sample sizes for treatment and comparison groups. Two independent investigators classified the interventions into 4 categories using the Rehabilitation Treatment Specification System. The 25th, 50th, and 75th percentile values within the effect size distribution were used to establish interpretation guidelines for small, medium, and large effects, respectively. A priori power analyses established sample sizes needed to detect the empirically-based values for small, medium, and large effects. Post-hoc power analyses using median sample sizes revealed whether the "typical" rehabilitation study was sufficiently powered to detect the empirically-based values. Post hoc power analyses established the statistical power of each test based on the sample size and reported effect size.

DATA SYNTHESIS

We analyzed 3381 effect sizes extracted from 99 meta-analyses. Interpretation guidelines for small effects ranged from 0.08 to 0.15; medium effects ranged from 0.19 to 0.36; and large effects ranged from 0.41 to 0.67. We present sample sizes needed to detect these values based on a priori power analyses. Post hoc power analyses revealed that a "typical" rehabilitation study lacks sufficient power to detect the empirically-based values. Post hoc power analyses using reported sample sizes and effects indicated the studies were underpowered, with median power ranging from 0.14 to 0.23.

CONCLUSIONS

This study presented novel and empirically-based interpretation guidelines for small, medium, and large rehabilitation treatment effects. The observed effect size distributions differed across intervention categories, indicating that researchers should use category-specific guidelines. Furthermore, many published rehabilitation studies are underpowered.

Targeted nanopore sequencing with Cas9-guided adapter ligation

Despite recent improvements in sequencing methods, there remains a need for assays that provide high sequencing depth and comprehensive variant detection. Current methods1-4 are limited by the loss of native modifications, short read length, high input requirements, low yield or long protocols. In the present study, we describe nanopore Cas9-targeted sequencing (nCATS), an enrichment strategy that uses targeted cleavage of chromosomal DNA with Cas9 to ligate adapters for nanopore sequencing. We show that nCATS can simultaneously assess haplotype-resolved single-nucleotide variants, structural variations and CpG methylation. We apply nCATS to four cell lines, to a cell-line-derived xenograft, and to normal and paired tumor/normal primary human breast tissue. Median sequencing coverage was 675× using a MinION flow cell and 34× using the smaller Flongle flow cell. The nCATS sequencing requires only ~3 μg of genomic DNA and can target a large number of loci in a single reaction. The method will facilitate the use of long-read sequencing in research and in the clinic.

Human Neutrophil Granule Exocytosis in Response to Mycobacterium smegmatis

Mycobacterium smegmatis rarely causes disease in the immunocompetent, but reported cases of soft tissue infection describe abscess formation requiring surgical debridement for resolution. Neutrophils are the first innate immune cells to accumulate at sites of bacterial infection, where reactive oxygen species and proteolytic enzymes are used to kill microbial invaders. As these phagocytic cells play central roles in protection from most bacteria, we assessed human neutrophil phagocytosis and granule exocytosis in response to serum opsonized or non-opsonized M. smegmatis mc². Although phagocytosis was enhanced by serum opsonization, M. smegmatis did not induce exocytosis of secretory vesicles or azurophilic granules at any time point tested, with or without serum opsonization. At early time points, opsonized M. smegmatis induced significant gelatinase granule exocytosis compared to non-opsonized bacteria. Differences in granule release between opsonized and non-opsonized M. smegmatis decreased in magnitude over the time course examined, with bacteria also evoking specific granule exocytosis by six hours after addition to cultured primary single-donor human neutrophils. Supernatants from neutrophils challenged with opsonized M. smegmatis were able to digest gelatin, suggesting that complement and gelatinase granule exocytosis can contribute to neutrophil-mediated tissue damage seen in these rare soft tissue infections.

Variation in Facility-Level Rates of All-Cause and Potentially Preventable 30-Day Hospital Readmissions Among Medicare Fee-for-Service Beneficiaries After Discharge From Postacute Inpatient Rehabilitation

IMPORTANCE

The Improving Medicare Post-Acute Care Transformation Act of 2014 mandated a quality measure of potentially preventable 30-day hospital readmission for inpatient rehabilitation facilities (IRFs). Examining IRF performance nationally may help inform health care quality initiatives for Medicare beneficiaries.

OBJECTIVE

To examine variation in Centers for Medicare & Medicaid Services Quality Reporting Program measures for US facility-level risk-adjusted all-cause and potentially preventable hospital readmission rates after inpatient rehabilitation.

DESIGN, SETTING, AND PARTICIPANTS

This cohort study of Medicare claims data included 454 378 Medicare beneficiaries discharged from 1162 IRFs between June 1, 2013, and July 1, 2015. Data were analyzed March 23, 2018, through June 24, 2019.

MAIN OUTCOMES AND MEASURES

All-Cause Unplanned Readmission Measure for 30 Days Post Discharge From Inpatient Rehabilitation Facilities and the Potentially Preventable 30-Day Post-Discharge Readmission Measure for Inpatient Rehabilitation. Specifications from the Centers for Medicare & Medicaid Services were followed to identify the cohort, define outcomes, and calculate risk-standardized facility-level rates.

RESULTS

Among a cohort of 454 378 patients, the mean (SD) age was 76.2 (10.6) years and 263 546 (58.0%) were women. The all-cause readmission rate was 12.3% (95% CI, 12.2%-12.4%), and the potentially preventable readmission rate was 5.3% (95% CI, 5.3%-5.4%). Across 1162 included IRFs, risk-standardized all-cause readmission rates ranged from 10.1% (95% CI, 8.9%-11.6%) to 15.9% (95% CI, 13.6-18.6%) and potentially preventable readmission rates ranged from 4.3% (95% CI, 3.7%-5.4%) to 7.3% (95% CI, 5.7%-8.3%). Using the All-Cause Unplanned Readmission Measure for 30 Days Post Discharge From Inpatient Rehabilitation Facilities, 16 IRFs (1.4%) had 95% CIs above the national mean rate, 1137 IRFs (97.9%) had 95% CIs containing the national mean rate, and 9 IRFs (0.8%) had 95% CIs below the national mean rate. Using the Potentially Preventable 30-Day Post-Discharge Readmission Measure for Inpatient Rehabilitation, 8 IRFs (0.7%) had 95% CIs above the national mean rate, 1153 IRFs (99.2%) had 95% CIs containing the national mean rate, and 1 IRF (0.1%) had a 95% CI below the national mean rate.

CONCLUSIONS AND RELEVANCE

This cohort study found that readmission rates were lower when using the Potentially Preventable 30-Day Post-Discharge Readmission Measure for Inpatient Rehabilitation and further reduced discrimination between facilities compared with the recently discontinued All-Cause Unplanned Readmission Measure for 30 Days Post Discharge From Inpatient Rehabilitation Facilities. This finding may indicate there is a lack of room for improvement in readmission rates. Given the rationale of the Centers for Medicare & Medicaid Services for removing measures that fail to discriminate quality performance, this suggests that the current readmission measure should not be implemented as part of the Inpatient Rehabilitation Quality Reporting Program.

Race/Ethnicity and 30-Day Readmission Rates in Medicare Beneficiaries With COPD

BACKGROUND

COPD is now included in Medicare's hospital readmission reduction program. Hospitals with excessive risk-adjusted 30-d readmission rates receive financial penalties. Race/ethnicity is not included in the risk-adjustment models. We examined whether race/ethnicity was independently associated with readmission after controlling for clinical factors and other demographic variables.

METHODS

We used the 100% Medicare in-patient (Part A) files to identify patients hospitalized with COPD (MS-DRG codes 190, 191, 192) who were discharged between January 1, 2013, and September 13, 2014. The outcome measure was an unplanned readmission within 30 d of hospital discharge. We used generalized linear mixed models to test the independent effects of race/ethnicity on 30-d readmission.

RESULTS

The sample included 298,706 Medicare beneficiaries hospitalized for COPD: 87% white, 8% African-American, and 5% Hispanic. Mean age was 77.7 ± 7.7 y. Overall, 17.3% of subjects experienced an unplanned readmission. Whites (17.4%) and African-Americans (17.7%) had significantly higher unadjusted rates than Hispanics, and Hispanics demonstrated the lowest readmission rate (16.3%). The minority groups generally displayed higher-risk clinical profiles. After controlling for those differences, the multivariable model suggested a benefit for both minority groups in terms of readmission risk. The adjusted readmission rates for whites, African-Americans, and Hispanics were 16.6%, 15.9%, and 14.6%, respectively.

CONCLUSIONS

Racial/ethnic disparities in observed readmission rates may be largely explained by the more severe clinical profiles of minority populations. Controlling for known clinical risk factors effectively mediates the relationship between race/ethnicity and readmission.

Antiepileptic drugs and foetal malformation: analysis of 20 years of data in a pregnancy register

PURPOSE

This paper reports additional data supplementing earlier publications based on Australian Pregnancy Register (APR) data.

METHOD

Over 20 years, the APR has collected Information on pregnancies in Australian women with epilepsy (WWE), untreated WWE and those taking AEDs for other indications. Contact is by telephone, at set intervals. Treatment is not interfered with. Data are analysed using conventional statistical techniques, confidence interval methods, and logistic regression.

RESULTS

By 2018, the APR contained details of 2148 pregnancies. AEDs were taken throughout 1972 of the pregnancies (91.8%). The remaining 176 (8.2%) did not receive AEDs, at least early in pregnancy. There were (i) dose-related increased incidences of pregnancies carrying foetal malformations associated with maternal intake of valproate and topiramate when topiramate was a component of AED polytherapy (P < .05), (ii) a similar dose-related trend in relation to carbamazepine intake, (iii) no evidence that levetiracetam and lamotrigine were unsafe from the foetal standpoint, (iv) insufficient data to permit conclusions regarding teratogenicity in relation to other AEDs, and (v) no evidence that pre-conception folate supplementation reduced the hazard of AED-associated foetal malformation. AED polytherapy did not increase foetal hazard unless valproate or topiramate was involved in the AED combination. Genetic factors probably contributed to the malformation hazard. Seizures occurring in earlier pregnancy probably did not contribute to the malformation hazard.

CONCLUSIONS

If it were not for the importance of maintaining seizure control, the above findings suggest that it would be better to avoid using certain AEDs, particularly valproate and topiramate, during pregnancy.

Facility and Geographic Variation in Rates of Successful Community Discharge After Inpatient Rehabilitation Among Medicare Fee-for-Service Beneficiaries

Importance

The Improving Medicare Post-Acute Care Transformation (IMPACT) Act of 2014 mandated a quality measure of successful community discharge for postacute care services. Examining variation in performance nationally can help identify opportunities for improving patient-centered quality of care.

Objective

To examine US facility-level and geographic variation in rates of successful community discharges after inpatient rehabilitation.

Design, Setting, and Participants

This retrospective cohort study of Medicare claims data from December 31, 2013, through October 1, 2015, included 1154 inpatient rehabilitation facilities submitting claims to the Centers for Medicare & Medicaid Services and a total of 487 862 Medicare fee-for-service beneficiaries discharged from inpatient rehabilitation facilities. Analyses were performed from December 8, 2017, through September 11, 2018.

Main Outcomes and Measures

Successful community discharge as defined for the Discharge to Community-Post-Acute Care Inpatient Rehabilitation Facility Quality Reporting Program measure. To be considered a successful community discharge, patients had to discharge from the inpatient rehabilitation facility to the community (ie, home or self-care) and remain there without experiencing an unplanned rehospitalization or dying within the following 31 days. Centers for Medicare & Medicaid Services specifications were followed to identify the cohort, define the outcome, and calculate risk-standardized facility and state rates.

Results

Among the 487 862 patients included in the cohort, mean (SD) age was 76.4 (10.8) years, and 56.9% were female. The overall rate of successful community discharge after inpatient rehabilitation was 63.7% (95% CI, 63.6%-63.8%). Risk-standardized rates ranged from 42.9% to 83.6% across inpatient rehabilitation facilities. Two hundred sixteen facilities (18.7%) performed significantly better than the mean national rate and 203 (17.6%) performed significantly worse (P < .05). Risk-standardized state rates ranged from 55.9% to 73.3%. Rates were lowest in the Northeast (Massachusetts, 55.9%; New Hampshire, 57.0%) and highest in the West (Oregon, 70.3%; Hawaii, 73.3%).

Conclusions and Relevance

The observed variation suggests opportunities exist for improving this important, patient-centered national quality measure. Future research is needed to identify the aspects of care delivery and the community services and supports that facilitate successful community discharge. These findings can be used to guide care improvement efforts and further improve the consistency and quality of postacute care.

Readmission Patterns Over 90-Day Episodes of Care Among Medicare Fee-for-Service Beneficiaries Discharged to Post-acute Care

OBJECTIVE

Examine readmission patterns over 90-day episodes of care in persons discharged from hospitals to post-acute settings.

DESIGN

Retrospective cohort study.

SETTING

Acute care hospitals.

PARTICIPANTS

Medicare fee-for-service enrollees (N = 686,877) discharged from hospitals to post-acute care in 2013-2014. The cohort included beneficiaries >65 years of age hospitalized for stroke, joint replacement, or hip fracture and who survived for 90 days following discharge.

MEASUREMENTS

90-day unplanned readmissions.

RESULTS

The cohort included 127,680 individuals with stroke, 442,195 undergoing joint replacement, and 117,002 with hip fracture. Thirty-day readmission rates ranged from 3.1% for knee replacement patients discharged to home health agencies (HHAs) to 14.4% for hemorrhagic stroke patients discharged to skilled nursing facilities (SNFs). Ninety-day readmission rates ranged from 5.0% for knee replacement patients discharged to HHAs to 26.1% for hemorrhagic stroke patients discharged to SNFs. Differences in readmission rates decreased between stroke subconditions (hemorrhagic and ischemic) and increased between joint replacement subconditions (knee, elective hip, and nonelective hip) from 30 to 90 days across all initial post-acute discharge settings.

CONCLUSIONS

We observed clear patterns in readmissions over 90-day episodes of care across post-acute discharge settings and subconditions. Our findings suggest that patients with hemorrhagic stroke may be more vulnerable than those with ischemic over the first 30 days after hospital discharge. For patients receiving nonelective joint replacements, readmission prevention efforts should start immediately after discharge and continue, or even increase, over the 90-day episode of care.

Same But Different: FIM Summary Scores May Mask Variability in Physical Functioning Profiles

OBJECTIVE

To examine how similar summary scores of physical functioning using the FIM can represent different patient clinical profiles.

DESIGN

Retrospective cohort study.

SETTING

Inpatient rehabilitation facilities.

PARTICIPANTS

Medicare fee-for-service beneficiaries (N=765,441) discharged from inpatient rehabilitation.

INTERVENTIONS

Not applicable.

MAIN OUTCOME MEASURES

We used patients' scores on items of the FIM to quantify their level of independence on both self-care and mobility domains. We then identified patients as requiring "no physical assistance" at discharge from inpatient rehabilitation by using a rule and score-based approach.

RESULTS

In those patients with FIM self-care and mobility summary scores suggesting no physical assistance needed, we found that physical assistance was in fact needed frequently in bathroom-related activities (eg, continence, toilet and tub transfers, hygiene, clothes management) and with stairs. It was not uncommon for actual performance to be lower than what may be suggested by a summary score of those domains.

CONCLUSIONS

Further research is needed to create clinically meaningful descriptions of summary scores from combined performances on individual items of physical functioning.

Functional Status Is Associated With 30-Day Potentially Preventable Hospital Readmissions After Inpatient Rehabilitation Among Aged Medicare Fee-for-Service Beneficiaries

OBJECTIVES

To determine the association between patients' functional status at discharge from inpatient rehabilitation and 30-day potentially preventable hospital readmissions. A secondary objective was to examine the conditions resulting in these potentially preventable readmissions.

DESIGN

Retrospective cohort study.

SETTING

Inpatient rehabilitation facilities submitting claims to Medicare.

PARTICIPANTS

National cohort (N=371,846) of inpatient rehabilitation discharges among aged Medicare fee-for-service beneficiaries in 2013 to 2014. The average age was 79.1±7.6 years. Most were women (59.7%) and white (84.5%).

INTERVENTIONS

Not applicable.

MAIN OUTCOME MEASURES

(1) Observed rates and adjusted odds of 30-day potentially preventable hospital readmissions after inpatient rehabilitation and (2) primary diagnoses for readmissions.

RESULTS

The overall rate of any 30-day hospital readmission after inpatient rehabilitation was 12.4% (n=46,265), and the overall rate of potentially preventable readmissions was 5.0% (n=18,477). Functional independence was associated with lower observed rates and adjusted odds ratios for potentially preventable readmissions. Observed rates for the highest versus lowest quartiles within each functional domain were as follows: self-care: 3.4% (95% confidence interval [CI], 3.3-3.5) versus 6.9% (95% CI, 6.7-7.1), mobility: 3.3% (95% CI, 3.2-3.4) versus 7.2% (95% CI, 7.0-7.4), and cognition: 3.5% (95% CI, 3.4-3.6) versus 6.2% (95% CI, 6.0-6.4), respectively. Similarly, adjusted odds ratios were as follows: self-care: .70 (95% CI, .67-.74), mobility: .64 (95% CI, .61-.68), and cognition: .84 (95% CI, .80-.89). Infection-related conditions (44.1%) were the most common readmission diagnoses followed by inadequate management of chronic conditions (31.2%) and inadequate management of other unplanned events (24.7%).

CONCLUSIONS

Functional status at discharge from inpatient rehabilitation was associated with 30-day potentially preventable readmissions in our sample of aged Medicare beneficiaries. This information may help identify at-risk patients. Future research is needed to determine whether follow-up programs focused on improving functional independence will reduce readmission rates.

Experiences and Needs of Older Adults Following Hurricane Ike: A Pilot Study of Long-Term Consequences

OBJECTIVE

This study explored the experiences and needs of older adults during and following Hurricane Ike.

METHOD

Two focus group interviews were conducted among older adults who lived in or around Galveston Island before Hurricane Ike. Nine older adults (six women and three men) participated in two focus group sessions. These qualitative interviews were audio recorded, transcribed, and analyzed using thematic content analyses.

RESULTS

The findings of this study reveal the need for continuity in health care services, medications, psychological support, social and family support, community-level services, and information among older adults.

CONCLUSIONS

The contribution of factors such as health care continuity and psychological support reinforces the importance of specific postdisaster resources to meet the needs of older adults following hurricanes. These results suggest the importance of designing hurricane preparedness guidelines specifically for older adults.

The association of discharge destination with 30-day rehospitalization rates among older adults receiving lumbar spinal fusion surgery

BACKGROUND

As defined by Medicare (United States), post-acute rehabilitation services include care provided in inpatient rehabilitation units and facilities, skilled nursing facilities, long-term acute hospitals, and by home health services.

METHODS

We retrospectively evaluated the use of rehabilitation-based post-acute services among Medicare beneficiaries who were hospitalized for lumbar spinal fusion (ICD-9-CM procedure codes 81.04-81.08) in 2012-2014, examined the case-mix for those discharged to rehabilitation- and non-rehabilitation based services, and determined the association between these categories of discharge disposition and 30-day rehospitalization. The independent effect of rehabilitation-based discharge destination on 30-day readmissions was examined with a generalized linear mixed model, first adjusting for patient characteristics and then stratified by clusters that delineated more homogenous clinical profiles.

RESULTS

Among 261,558 Medicare beneficiaries with lumbar spinal fusion surgery, 50.8% were discharged to a rehabilitation-based post-acute services. Patients discharged to rehabilitation-based services were older and had more comorbidities, and had longer hospital lengths of stays. After adjusting for patient and hospital characteristics, patients discharged to rehabilitation-based post-acute care had increased odds of 30-day rehospitalization than those without discharge to other destinations (OR 1.36; 95%CI = 1.31, 1.40). Analysis of patients by clinical profile clusters found similar results.

CONCLUSIONS

Clinical profiles of Medicare beneficiaries who had lumbar spinal fusion surgery and were discharged to rehabilitation-based post-acute services included more comorbidities than those discharged to non-rehabilitation based settings. Controlling for these differences did not mediate the negative association between use of rehabilitation-based post-acute services and 30-day readmission.

The modifying effect of positive emotion on the relationship between cognitive impairment and disability among older Mexican Americans: a cohort study

OBJECTIVE

To determine if positive emotion modifies the relationship between cognitive impairment and activities of daily living disability status over 10 years in Mexican American adults aged 75 years and older.

METHODS

A retrospective cohort design using data from the Hispanic established populations for the epidemiologic studies of the elderly. About 2674 participants aged 75 years and older were included and followed over 10 years. Cognition was measured using the mini-mental state examination, positive emotion was measured using four questions from the Center for Epidemiologic Studies Depression Scale, and disability was measured using seven activities of daily living items. A series of generalized estimating equations models were used, with the initial analysis including those with disability at baseline and subsequent analyses excluding disability at baseline.

RESULTS

Positive emotion and cognitive impairment consistently decreased and increased risk for activities of daily living disability, respectively. Positive emotion was a significant modifier in the cross-sectional analysis, and was not a statistically significant modifier in the longitudinal or predictive series analysis.

CONCLUSIONS

Positive emotion and cognitive impairment differentially affect the risk of developing activities of daily living disability. Further research is needed to explore the interaction of positive emotion and cognitive impairment, and to identify appropriate interventions that address the specific cognitive and emotional needs of older Mexican Americans. Implications for rehabilitation Promoting emotional well-being may be protective against incident disability for older adults. Cognitive impairment significantly predicts incident disability in activities of daily living and should be considered an early indicator of impending disability for older adults.

Functional Status Is Associated With 30-Day Potentially Preventable Readmissions Following Skilled Nursing Facility Discharge Among Medicare Beneficiaries

OBJECTIVES

The objectives of this study were to determine the association between patients' functional status at discharge from skilled nursing facility (SNF) care and 30-day potentially preventable hospital readmissions, and to examine common reasons for potentially preventable readmissions.

DESIGN

Retrospective cohort study.

SETTING

SNFs and acute care hospitals submitting claims to Medicare.

PARTICIPANTS

National cohort of Medicare fee-for-service beneficiaries discharged from SNF care between July 15, 2013, and July 15, 2014 (n = 693,808). Average age was 81.4 (SD 8.1) years, 67.1% were women, and 86.3% were non-Hispanic white.

MEASUREMENTS

Functional items from the Minimum Data Set 3.0 were categorized into self-care, mobility, and cognition domains. We used specifications for the SNF potentially preventable 30-day postdischarge readmission quality metric to identify potentially preventable readmissions.

RESULTS

The overall observed rate of 30-day potentially preventable readmissions following SNF discharge was 5.7% (n = 39,318). All 3 functional domains were independently associated with potentially preventable readmissions in the multivariable models. Odds ratios for the most dependent category versus the least dependent category from multilevel models adjusted for patients' sociodemographic and clinical characteristics were as follows: mobility, 1.54 (95% confidence interval [CI] 1.49-1.59); self-care, 1.50 (95% CI 1.44-1.55); and cognition, 1.12 (95% CI 1.04-1.20). The 5 most common conditions were congestive heart failure (n = 7654, 19.5%), septicemia (n = 7412, 18.9%), urinary tract infection/kidney infection (n = 4297, 10.9%), bacterial pneumonia (n = 3663, 9.3%), and renal failure (n = 3587, 9.1%). Across all 3 functional domains, septicemia was the most common condition among the most dependent patients and congestive heart failure among the least dependent.

CONCLUSIONS

Patients with functional limitations at SNF discharge are at increased risk of hospital readmissions considered potentially preventable. Future research is needed to determine whether improving functional status reduces risk of potentially preventable readmissions among this vulnerable population.

Predicting epileptic seizure control during pregnancy

OBJECTIVE

The objective of the study was to assess whether the type of seizure disorder present in the prospective mother with epilepsy, her use of antiepileptic drugs (AEDs) in early pregnancy, and her seizure control before pregnancy help predict her prospects for seizure freedom throughout pregnancy.

METHODS

This paper is based on data accumulated in the Australian Pregnancy Register (APR) between 1998 and late 2016. Information was analyzed concerning epileptic seizure occurrence and AED therapy taken before and during pregnancy, using simple statistical and confidence interval (C.I.) methods, mainly relative risk (R.R.) calculations.

RESULTS

After excluding pregnancies lost to follow-up, and those that ended prematurely because of spontaneous abortion or stillbirth, 1939 pregnancies were available for study. Seizures had occurred during pregnancy in 829 (42.8%), and convulsive seizures in 385 (19.9%). Seizures of any type occurred in 78.4% of pregnancies where seizures had occurred in the previous year (active epilepsy) and in 22.3% of those associated with inactive epilepsy. Seizures of any type had occurred in 54.9% of pregnancies initially unexposed to AEDs and in 45.5% of those treated with AEDs throughout. The corresponding figures for convulsive seizures during pregnancy were 31.7% and 22.3%. There was statistically significant evidence that, in women with epilepsy (WWE), having a seizure disorder that was active in the prepregnancy year and one untreated in early pregnancy was associated with decreased prospects of seizure freedom during pregnancy. Decreased chances of seizure-free pregnancies in women with focal epilepsies and those treated with multiple AEDs were probably explained by greater frequencies of active seizure disorders in these patient categories.

CONCLUSIONS

Women with epilepsy who experience seizures in the year prior to pregnancy appear 3 or 4 times more likely to continue to have seizures during pregnancy than women whose seizures are fully controlled prior to pregnancy. Not taking AEDs in early pregnancy also increases the hazard for seizure occurrence in pregnancy.

Successful Community Discharge Following Postacute Rehabilitation for Medicare Beneficiaries: Analysis of a Patient-Centered Quality Measure

OBJECTIVE

To determine the sociodemographic and clinical characteristics as well as health services use associated with successful community discharge.

DATA SOURCE

Inpatient Rehabilitation Facility-Patient Assessment Instrument and Medicare Provider Analysis and Review files.

STUDY DESIGN

We retrospectively examined 167,664 Medicare beneficiaries discharged from inpatient rehabilitation facilities (IRFs) in 2013 to determine the sociodemographic and clinical characteristics as well as health services use associated with successful community discharge.

PRINCIPAL FINDINGS

In the multivariable model, sociodemographic (younger age, no disability, social support), clinical (higher motor and cognitive functional status at admission), and health services use (fewer acute care days and longer IRF days) variables were associated with successful community discharge.

CONCLUSIONS

Remaining in the community is an important patient-centered outcome that could complement other postacute rehabilitation quality measures.

Potentially Preventable Within-Stay Readmissions Among Medicare Fee-for-Service Beneficiaries Receiving Inpatient Rehabilitation

BACKGROUND

The focus of health care reform is shifting from all-cause to potentially preventable readmissions. Potentially preventable within-stay readmission rates is a measure recently adopted by the Centers for Medicare and Medicaid Services for the Inpatient Rehabilitation Facility Quality Reporting Program.

OBJECTIVE

We examined the patient-level predictors of potentially preventable within-stay readmissions among Medicare beneficiaries receiving care in inpatient rehabilitation facilities. We also studied the reasons for readmissions and the risk-standardized variation across states.

DESIGN

Retrospective cohort study.

SETTING

Inpatient rehabilitation facilities.

PATIENTS

Medicare fee-for-service beneficiaries receiving inpatient rehabilitation after hospitalization in 2012-2013 (N = 345,697).

METHODS

Medicare claims were reviewed to identify potentially preventable readmissions occurring during inpatient rehabilitation.

MAIN OUTCOME MEASURES

(1) Observed rates and odds of potentially preventable within-stay readmissions by patient sociodemographic and clinical characteristics, (2) risk-standardized state rates, and (3) primary diagnoses for hospital readmissions.

RESULTS

The overall rate of potentially preventable within-stay readmissions was 3.5% (n = 11,945). Older age, male gender, hospitalizations during the previous 6 months, longer hospital lengths of stay, intensive care unit use, and number of comorbidities were associated with increased odds. Dual eligibility and disability status were not associated with increased odds. Greater functional scores at rehabilitation admission were associated with lower odds. Rates and odds varied across rehabilitation impairment groups. Risk-standardized state rates ranged from 3.1% to 4.1%. Readmissions for conditions reflecting inadequate management of infections (36.8%) were the most frequent and readmissions for inadequate injury prevention (6.1%) least frequent.

CONCLUSIONS

Potentially preventable within-stay readmissions may represent a target for inpatient rehabilitation care improvement. Our findings highlight the need for care coordination across providers. Future research should focus on care processes that reduce patients' risk of these potentially preventable rehospitalizations.

LEVEL OF EVIDENCE

II.

Effects of Acute-Postacute Continuity on Community Discharge and 30-Day Rehospitalization Following Inpatient Rehabilitation

OBJECTIVE

To examine the effects of facility-level acute-postacute continuity on probability of community discharge and 30-day rehospitalization following inpatient rehabilitation.

DATA SOURCES

We used national Medicare enrollment, claims, and assessment data to study 541,097 patients discharged from 1,156 inpatient rehabilitation facilities (IRFs) in 2010-2011.

STUDY DESIGN

We calculated facility-level continuity as the percentages of an IRF's patients admitted from each contributing acute care hospital. Patients were categorized into three groups: low continuity (<26 percent from same hospital that discharged the patient), medium continuity (26-75 percent from same hospital), or high continuity (>75 percent from same hospital). The multivariable models included an interaction term to examine the potential moderating effects of facility type (freestanding facility vs. hospital-based rehabilitation unit) on the relationships between facility-level continuity and our two outcomes: community discharge and 30-day rehospitalization.

PRINCIPAL FINDINGS

Medicare beneficiaries in hospital-based rehabilitation units were more likely to be referred from a high-contributing hospital compared to those in freestanding facilities. However, the association between higher acute-postacute continuity and desirable outcomes is significantly better in freestanding rehabilitation facilities than in hospital-based units.

CONCLUSIONS

Improving continuity is a key premise of health care reform. We found that both observed referral patterns and continuity-related benefits differed markedly by facility type. These findings provide a starting point for health systems establishing or strengthening acute-postacute relationships to improve patient outcomes in this new era of shared accountability and public quality reporting programs.

Is Profit Status of Inpatient Rehabilitation Facilities Independently Associated With 30-Day Unplanned Hospital Readmission for Medicare Beneficiaries?

OBJECTIVE

To investigate the effects of facility-level factors on 30-day unplanned risk-adjusted hospital readmission after discharge from inpatient rehabilitation facilities (IRFs).

DESIGN

Study using 100% Medicare claims data, covering 269,306 discharges from 1094 IRFs between October 2010 and September 2011.

SETTING

IRFs with at least 30 discharges.

PARTICIPANTS

A total number of 1094 IRFs (N=269,306) serving Medicare fee-for-service beneficiaries.

INTERVENTIONS

Not applicable.

MAIN OUTCOME MEASURES

Risk-standardized readmission rate (RSRR) for 30-day hospital readmission.

RESULTS

Profit status was the only provider-level IRF characteristic significantly associated with unplanned readmissions. For-profit IRFs had a significantly higher RSRR (13.26±0.51) than did nonprofit IRFs (13.15±0.47) (P<.001). After controlling for all other facility characteristics (except for accreditation status because of its collinearity with facility type), for-profit IRFs had a 0.1% point higher RSRR than did nonprofit IRFs, and census region was the only significant region-level characteristic, with the South showing the highest RSRR of all regions (type III test, P=.005 for both).

CONCLUSIONS

Our findings support the inclusion of profit status on the IRF Compare website (a platform including IRF comparators to indicate quality of services). For-profit IRFs had a higher RSRR than did nonprofit IRFs for Medicare beneficiaries. The South had a higher RSRR than did other regions. The RSRR difference between for-profit and nonprofit IRFs could be due to the combined effects of organizational and regional factors.

Outcomes Over 90-Day Episodes of Care in Medicare Fee-for-Service Beneficiaries Receiving Joint Arthroplasty

BACKGROUND

In an effort to improve quality and reduce costs, payments are being increasingly tied to value through alternative payment models, such as episode-based payments. The objective of this study was to better understand the pattern and variation in outcomes among Medicare beneficiaries receiving lower extremity joint arthroplasty over 90-day episodes of care.

METHODS

Observed rates of mortality, complications, and readmissions were calculated over 90-day episodes of care among Medicare fee-for-service beneficiaries who received elective knee arthroplasty and elective or nonelective hip arthroplasty procedures in 2013-2014 (N = 640,021). Post-acute care utilization of skilled nursing and inpatient rehabilitation facilities was collected from Medicare files.

RESULTS

Mortality rates over 90 days were 0.4% (knee arthroplasty), 0.5% (elective hip arthroplasty), and 13.4% (nonelective hip arthroplasty). Complication rates were 2.1% (knee arthroplasty), 3.0% (elective hip arthroplasty), and 8.5% (nonelective hip arthroplasty). Inpatient rehabilitation facility utilization rates were 6.0% (knee arthroplasty), 6.7% (elective hip arthroplasty), and 23.5% (nonelective hip arthroplasty). Skilled nursing facility utilization rates were 33.9% (knee arthroplasty), 33.4% (elective hip arthroplasty), and 72.1% (nonelective hip arthroplasty). Readmission rates were 6.3% (knee arthroplasty), 7.0% (elective hip arthroplasty), and 19.2% (nonelective hip arthroplasty). Patients' age and clinical characteristics yielded consistent patterns across all outcomes.

CONCLUSION

Outcomes in our national cohort of Medicare beneficiaries receiving lower extremity joint arthroplasties varied across procedure types and patient characteristics. Future research examining trends in access to care, resource use, and care quality over bundled episodes will be important for addressing the challenges of value-based payment reform.

Health Services Research in Rehabilitation and Disability-The Time is Now

Policy drives practice, and health services research (HSR) is at the intersection of policy, practice, and patient outcomes. HSR specific to rehabilitation and disability is particularly needed. As rehabilitation researchers and providers, we are uniquely positioned to provide the evidence that guides reforms targeting rehabilitative care. We have the expertise to define the value of rehabilitation in a policy-relevant context. HSR is a powerful tool for providing this evidence. We need to continue building capacity for conducting rigorous, timely rehabilitation-related HSR. Fostering stakeholder engagement in these research efforts will ensure we maintain a patient-centered focus as we address the "Triple Aim" of better care, better health, and better value. In this Special Communication we discuss the role of rehabilitation researchers in HSR. We also provide information on current resources available in our field for conducting HSR and identify gaps for capacity building and future research. Health care reforms are a reality, and through HSR we can give rehabilitation a strong voice during these transformative times.

Trajectories of Functional Change After Inpatient Rehabilitation for Traumatic Brain Injury

OBJECTIVE

To examine trajectories of functional recovery after rehabilitation for traumatic brain injury (TBI).

DESIGN

Prospective study.

SETTING

Inpatient rehabilitation hospitals in the Uniform Data System for Medical Rehabilitation.

PARTICIPANTS

A subset of individuals receiving inpatient rehabilitation services for TBI from 2002 to 2010 who also had postdischarge measurement of functional independence (N=16,583).

INTERVENTIONS

Inpatient rehabilitation.

MAIN OUTCOMES MEASURES

Admission, discharge, and follow-up data were obtained from the Uniform Data System for Medical Rehabilitation. We used latent class mixture models to examine recovery trajectories for both cognitive and motor functioning as measured by the FIM instrument.

RESULTS

Latent class models identified 3 trajectories (low, medium, high) for both cognitive and motor FIM subscales. Factors associated with membership in the low cognition trajectory group included younger age, male sex, racial/ethnic minority, Medicare or Medicaid (vs commercial or other insurance), comorbid conditions, and greater duration from injury date to rehabilitation admission date. Factors associated with membership in the low motor trajectory group included older age, racial/ethnic minority, Medicare or Medicaid coverage, comorbid conditions, open head injury, and greater duration to admission.

CONCLUSIONS

Standard approaches to assessing recovery patterns after TBI obscure differences between subgroups with trajectories that differ from the overall mean. Select demographic and clinical characteristics can help classify patients with TBI into distinct functional recovery trajectories, which can enhance both patient-centered care and quality improvement efforts.

Comparison of methods to identify long term care nursing home residence with administrative data

BACKGROUND

To compare different methods for identifying a long term care (LTC) nursing home stay, distinct from stays in skilled nursing facilities (SNFs), to the method currently used by the Center for Medicare and Medicaid Services (CMS). We used national and Texas Medicare claims, Minimum Data Set (MDS), and Texas Medicaid data from 2011-2013.

METHODS

We used Medicare Part A and B and MDS data either alone or in combination to identify LTC nursing home stays by three methods. One method used Medicare Part A and B data; one method used Medicare Part A and MDS data; and the current CMS method used MDS data alone. We validated each method against Texas 2011 Medicare-Medicaid linked data for those with dual eligibility.

RESULTS

Using Medicaid data as a gold standard, all three methods had sensitivities > 92% to identify LTC nursing home stays of more than 100 days in duration. The positive predictive value (PPV) of the method that used both MDS and Medicare Part A data was 84.65% compared to 78.71% for the CMS method and 66.45% for the method using Part A and B Medicare. When the patient population was limited to those who also had a SNF stay, the PPV for identifying LTC nursing home was highest for the method using Medicare plus MDS data (88.1%).

CONCLUSIONS

Using both Medicare and MDS data to identify LTC stays will lead to more accurate attribution of CMS nursing home quality indicators.

Effects of Postacute Settings on Readmission Rates and Reasons for Readmission Following Total Knee Arthroplasty

OBJECTIVES

Examine the effects of postacute discharge setting on unplanned hospital readmissions following total knee arthroplasty (TKA) in older adults.

DESIGN

Secondary analyses of 100% Medicare (inpatient) claims files.

SETTING

Acute hospitals across the United States.

PARTICIPANTS

Medicare fee-for-service beneficiaries ≥66 years of age who were discharged from an acute hospital following TKA in 2009-2011 (n = 608,031).

MEASUREMENTS

The outcome measure was unplanned readmissions at 30, 60, and 90 days. The independent variable of interest was postacute discharge setting: inpatient rehabilitation facility (IRF), skilled nursing facility (SNF), or community. Covariates included demographic, clinical, and facility-level factors. The top 10 reasons for readmission were tabulated for each discharge setting across the 3 consecutive 30-day time periods.

RESULTS

A total of 32,226 patients (5.3%) were re-admitted within 30 days. Compared with community discharge, patients discharged to IRF and SNF had 44% and 40% higher odds of 30-day readmission, respectively. IRF and SNF discharge settings were also associated with 48% and 45% higher odds of 90-day readmission, respectively, compared with community discharge. The largest increase in readmission rates occurred within the first 30 days of hospital discharge for each discharge setting. From 1 to 30 days, postoperative and post-traumatic infections were among the top causes for readmission in all 3 discharge settings. From 31 to 60 days, postoperative or traumatic infections remained in the top 5-7 reasons for readmission in all settings, but they were not in the top 10 at 61 to 90 days.

CONCLUSIONS

Patients discharged to either SNF or IRF, in comparison with those discharged to the community, had greater likelihood of readmission within 30 and 90 days. The reasons for readmission were relatively consistent across discharge settings and time periods. These findings provide new information relevant to the delivery of postacute care to older adults following TKA.

Longitudinal Investigation of Rehospitalization Patterns in Spinal Cord Injury and Traumatic Brain Injury Among Medicare Beneficiaries

OBJECTIVES

To model 12-month rehospitalization risk among Medicare beneficiaries receiving inpatient rehabilitation for spinal cord injury (SCI) or traumatic brain injury (TBI) and to create 2 (SCI- and TBI-specific) interactive tools enabling users to generate monthly projected probabilities of rehospitalization on the basis of an individual patient's clinical profile at discharge from inpatient rehabilitation.

DESIGN

Secondary data analysis.

SETTING

Inpatient rehabilitation facilities.

PARTICIPANTS

Medicare beneficiaries receiving inpatient rehabilitation for SCI (n=2587) or TBI (n=10,864).

INTERVENTIONS

Not applicable.

MAIN OUTCOME MEASURES

Monthly rehospitalization (yes/no) based on Medicare claims.

RESULTS

Results are summarized through computer-generated interactive tools, which plot individual level trajectories of rehospitalization probabilities over time. Factors associated with the probability of rehospitalization over time are also provided, with different combinations of these factors generating different individual level trajectories. Four case studies are presented to demonstrate the variability in individual risk trajectories. Monthly rehospitalization probabilities for the individual high-risk TBI and SCI cases declined from 33% to 15% and from 41% to 18%, respectively, over time, whereas the probabilities for the individual low-risk cases were much lower and stable over time: 5% to 2% and 6% to 2%, respectively.

CONCLUSIONS

Rehospitalization is an undesirable and multifaceted health outcome. Classifying patients into meaningful risk strata at different stages of their recovery is a positive step forward in anticipating and managing their unique health care needs over time.

The Burn Model Systems outcome measures: a content analysis using the International Classification of Functioning, Disability, and Health

BACKGROUND

The National Institute on Disability, Independent Living, and Rehabilitation Research (NIDILRR) Burn Injury Model Systems (BMS) is a nationwide database that uses patient-reported outcome measures to collect data. Though the outcome measures demonstrate good psychometric properties, the question remains whether or not these measures collect data that encompass the entire experience of burn patients over time.

METHODS

Each meaningful concept included in the BMS assessments was linked to the International Classification of Functioning, Disability and Health (ICF) in order to classify and describe the content of each measure. The linking was completed by two experienced coders. The perspective of each assessment was also determined.

RESULTS

The body function component was most frequently addressed overall followed by the activities and participation component. The component body structures and environmental factors are not extensively covered in the BMS assessments. ICF chapter and category distribution varied greatly between assessments. The assessments were of the health status perspective.

CONCLUSION

This study suggests a need to revisit the item composition of the BMS assessments to more evenly distribute ICF topics and subtopics that are pertinent to burn injury which will ensure a broader but more precise understanding of burn injury recovery. Implications for Rehabilitation A better understanding of the data collected through the Burn Model Systems (BMS) project may contribute to improve data collection tools and ultimately lead to clinical practice innovations and improvements. Clinicians interested in using BMS data for research purposes can better understand what topics are included and excluded in the collection and what perspectives are addressed. This study highlights the need for burn clinicians around the world to lend their expertise to the WHO for the development of a much needed burn injury International Classification of Functioning, Disability and Health Core Set.

Comorbidity Indices Versus Function as Potential Predictors of 30-Day Readmission in Older Patients Following Postacute Rehabilitation

BACKGROUND

Information regarding the association of comorbidity indices with readmission risk for older adults receiving postacute care is limited. The purpose of this study was to compare the discriminatory ability of five comorbidity indices in predicting 30-day all-cause hospital readmission following discharge to the community from postacute inpatient rehabilitation facilities (IRF).

METHODS

The sample included Medicare fee-for-service beneficiaries with stroke, lower extremity joint replacement, and fracture, discharged from IRF in 2011 (N = 75,582). Logistic regression models were used to predict 30-day all-cause readmission. Impairment-specific base models included demographic characteristics and length of stay. Subsequent models included individual comorbidity indices: Tier, Charlson, Elixhauser, functional comorbidity index (FCI), and the hierarchical condition category (HCC). We then added discharge functional status to each model. Results were compared using C-statistics.

RESULTS

Thirty-day readmission rates following discharge from an IRF ranged from 6.5% (joint replacement) to 14% (stroke). The C-statistics were 0.53, 0.56, and 0.55 for the base models in the stroke, joint replacement, and fracture groups, respectively. Adding the Tier, Charlson, FCI, or Elixhauser variables increased the C-statistics by 0.03-0.07 across the three impairment categories. Adding the HCC increased the C-statistics by 0.06-0.09. With the addition of discharge functional status in the model, the C-statistics further increased by 0.06-0.09.

CONCLUSIONS

Comorbidity indices were weakly associated with 30-day readmission in older adults discharged from postacute inpatient rehabilitation. Adding patient-level functional status to the comorbidity indices further improved the discriminatory ability to predict readmission in our sample.

Social Support and Actual Versus Expected Length of Stay in Inpatient Rehabilitation Facilities

OBJECTIVES

To describe impairment-specific patterns in shorter- and longer-than-expected lengths of stay in inpatient rehabilitation, and examine the independent effects of social support on deviations from expected lengths of stay.

DESIGN

Retrospective cohort study.

SETTING

Inpatient rehabilitation facilities.

PARTICIPANTS

Medicare fee-for-service beneficiaries (N=119,437) who were discharged from inpatient rehabilitation facilities in 2012 after stroke, lower extremity fracture, or lower extremity joint replacement.

INTERVENTION

Not applicable.

MAIN OUTCOME MEASURE

Relative length of stay (actual minus expected). The Centers for Medicare & Medicaid Services posts annual expected lengths of stay based on patients' clinical profiles at admission. We created a 3-category outcome variable: short, expected, long. Our primary independent variable (social support) also included 3 categories: family/friends, paid/other, none.

RESULTS

Mean ± SD actual lengths of stay for joint replacement, fracture, and stroke were 9.8±3.6, 13.8±4.5, and 15.8±7.3 days, respectively; relative lengths of stay were -1.2±3.1, -1.6±3.7, and -1.7±5.2 days. Nearly half of patients (47%-48%) were discharged more than 1 day earlier than expected in all 3 groups, whereas 14% of joint replacement, 15% of fracture, and 20% of stroke patients were discharged more than 1 day later than expected. In multinomial regression analysis, using family/friends as the reference group, paid/other support was associated (P<.05) with higher odds of long stays in joint replacement. No social support was associated with lower odds of short stays in all 3 impairment groups and higher odds of long stays in fracture and joint replacement.

CONCLUSIONS

Inpatient rehabilitation experiences and outcomes can be substantially affected by a patient's level of social support. More research is needed to better understand these relationships and possible unintended consequences in terms of patient access issues and provider-level quality measures.

Duration to Admission and Hospital Transfers Affect Facility Rankings from the Postacute 30-Day Rehospitalization Quality Measure

OBJECTIVE

To examine changes in facility-level risk-standardized rehospitalization rankings for postacute inpatient rehabilitation facilities after modifying two model parameters.

DATA SOURCES

We used national Medicare enrollment, claims, and assessment data to study 522,260 patients discharged from inpatient rehabilitation in fiscal years 2010-2011.

STUDY DESIGN

We calculated risk-standardized 30-day unplanned rehospitalization rates for 1,135 inpatient rehabilitation facilities using four approaches. The first model replicated the current postacute risk-standardization methodology and included patients discharged from acute hospitals up to 30 days prior to postacute admission and excluded patients transferred directly back to acute hospitals following rehabilitation. Our alternative models excluded patients with delayed admissions (>1 day between acute discharge and postacute admission) and counted direct transfers back to acute as rehospitalizations.

PRINCIPAL FINDINGS

Excluding patients with delayed admissions and counting direct transfers back to acute care as rehospitalizations substantially impacted rankings of more than half the postacute providers: 29 percent had better and 27 percent had worse quintile rankings.

CONCLUSIONS

Changing the timeframes for duration to admission and rehospitalization will have profound effects on postacute provider quality performance ratings. Reporting rehospitalization rates is an important issue with the explicit goal of improving the quality of postacute care. Research is needed to understand and minimize potential unintended consequences of this quality metric.