Hospitalizations, Emergency Department Visits, and Home Health Use Among Older Adults With Sensory Loss

Objectives: This study examines healthcare resource use (hospitalizations, emergency department [ED] visits, and home health episodes) among adults 65 and older diagnosed with hearing, vision, or dual sensory loss (SL) seen in the primary care setting of an academic health system. Methods: Multivariable logistic regression models were used to examine the relationship between SL (identified using ICD-10 codes) and healthcare resource use for 45,000 primary care patients. Results: The sample included 5.5% (N = 2479) with hearing loss, 10.4% (N = 4697) with vision loss, and 1.0% with dual SL (N = 469). Hearing loss increased the likelihood of having an ED visit (OR = 1.22, CI: 1.07-1.39), and home health services (OR = 1.27, CI: 1.07-1.51) compared to older adults without any SL. Vision loss reduced the likelihood of having a hospitalization (OR = .81, CI: .73-.91). Discussion: Findings support research into the drivers of healthcare use among older adults with sensory loss.

The study protocol to evaluate implementation of the transitional care model in four U.S. healthcare systems during the Covid-19 pandemic

This study protocol describes the conceptual framework, design, and methods being employed to evaluate the implementation of the Transitional Care Model (TCM) as part of a randomized controlled trial. The trial, designed to examine the health and cost outcomes of at-risk hospitalized older adults, is being conducted in the context of the COVID-19 pandemic. This parallel study is guided by the Practical, Robust, Implementation and Sustainability Model (PRISM) and uses a fixed, mixed methods convergent parallel design to identify challenges encountered by participating hospitals and post-acute and community-based providers that impact the implementation of the TCM with fidelity, strategies implemented to address those challenges and the relationships between challenges, strategies, and rates of fidelity to TCM's core components over time. Prior to the study's launch and throughout its implementation, qualitative and quantitative data related to COVID and non-COVID challenges are being collected via surveys and meetings with healthcare system staff. Strategies implemented to address challenges and fidelity to TCM's core components are also being assessed. Analyses of quantitative (established metrics to evaluate TCM's core components) and qualitative data (barriers and facilitators to implementation) are being conducted independently. These datasets are then merged and interpreted together. General linear and mixed effects modeling using all merged data and patients' socio-demographic and social determinants of health characteristics, will be used to examine relationships between key variables and fidelity rates. Implications of study findings in the context of COVID-19 and future research opportunities are suggested. Trial registration: ClinicalTrials.gov Identifier: NCT04212962.

Connect-Home transitional care from skilled nursing facilities to home: A stepped wedge, cluster randomized trial

BACKGROUND

Skilled nursing facility (SNF) patients and their caregivers who transition to home experience complications and frequently return to acute care. We tested the efficacy of the Connect-Home transitional care intervention on patient and caregiver preparedness for care at home, and other patient and caregiver-reported outcomes.

METHODS

We used a stepped wedge, cluster-randomized trial design to test the intervention against standard discharge planning (control). The setting was six SNFs and six home health offices in one agency. Participants were 327 dyads of patients discharged from SNF to home and their caregivers; 11.1% of dyads in the control condition and 81.2% in the intervention condition were enrolled after onset of COVID-19. Patients were 63.9% female and mean age was 76.5 years. Caregivers were 73.7% female and mean age was 59.5 years. The Connect-Home intervention includes tools, training, and technical assistance to deliver transitional care in SNFs and patients' homes. Primary outcomes measured at 7 days included patient and caregiver measures of preparedness for care at home, the Care Transitions Measure-15 (patient) and the Preparedness for Caregiving Scale (caregiver). Secondary outcomes measured at 30 and 60 days included the McGill Quality of Life Questionnaire, Life Space Assessment, Zarit Caregiver Burden Scale, Distress Thermometer, and self-reported number of patient days in the ED or hospital in 30 and 60 days following SNF discharge.

RESULTS

The intervention was not associated with improvement in patient or caregiver outcomes in the planned analyses. Post-hoc analyses that distinguished between pre- and post-pandemic effects suggest the intervention may be associated with increased patient preparedness for discharge and decreased number of acute care days.

CONCLUSIONS

Connect-Home transitional care did not improve outcomes in the planned statistical analysis. Post-hoc findings accounting for COVID-19 impact suggest SNF transitional care has potential to increase patient preparedness and decrease return to acute care.

Changes in Tangible Social Support Over Time Among Older Adults Receiving Long-Term Services and Supports

The purpose of this study was to examine changes in and predictors of perceived tangible social support over a 2-year period among older adults new to LTSS. Linear mixed effects models were used to model repeated measures of tangible social support as a function of LTSS type [NH, AL, HCBS], personal, clinical, and health-related quality of life variables. AL residents reported greater initial tangible social support, but NH and HCBS residents improved more over time. Predictors of increased tangible social support over time included greater positive affect, sense of aesthetics, education, satisfaction with family relationships, and total number of close friends and family. Decreased tangible support over time was associated with greater depressive symptoms. Findings indicate the positive influence of NH and HCBS services on perception of tangible social support, and the importance of addressing depressive symptoms and assisting with the maintenance of important relationships.

Minority Older Adults' Access to and Use of Programs of All-Inclusive Care for the Elderly

Programs of All-Inclusive Care for the Elderly (PACE) are an effective approach to improve care quality and delay institutional admissions especially for Black and Hispanic older adults who have seen a disproportionate rise in nursing home use. Guided by Andersen's Behavioral Model of Health Services Use and employing focus groups and one-on-one interviews, we qualitatively examined factors influencing access to and use of PACE by Black and Hispanic older adults. The study sample consisted of thirty-two PACE enrollees, six marketing-team members, and four family-caregivers from three PACE sites in a northeast urban city. Informed knowledge, cultural beliefs, and attitudes toward PACE were found to affect access. Community resources, available services, and care quality facilitated enrollment/participation. Barriers identified included poor dissemination of information and inadequate emphasis on staff's sensitivity to enrollees' cultural and disability differences. Findings will help healthcare leaders capitalize on facilitators and address barriers to enhance access and use of PACE by racial and ethnic minority older adults.

Association of Perceived Benefit or Burden of Research Participation With Participants' Withdrawal From Cancer Clinical Trials

IMPORTANCE

Attrition in cancer clinical trials (CCTs) can lead to systematic bias, underpowered analyses, and a loss of scientific knowledge to improve treatments. Little attention has focused on retention, especially the role of perceived benefits and burdens, after participants have experienced the trial.

OBJECTIVES

To examine the association between patients' perceived benefits and burdens of research participation and CCT retention.

DESIGN, SETTING, AND PARTICIPANTS

This survey study was conducted at a National Cancer Institute-designated comprehensive cancer center in the Northeast region of the US. The sample included adult patients with a cancer diagnosis participating in cancer therapeutic trials. Data were collected from September 2015 to June 2019. Analysis of study data was ongoing since November 2019 through October 2022.

EXPOSURES

Self-reported validated survey instrument with a list of 22 benefits and 23 burdens of research participation that can be rated by patients with a 5-point Likert scale ranging from 1 (strongly disagree) to 5 (strongly agree).

MAIN OUTCOMES AND MEASURES

A primary outcome was actual withdrawal from the CCT, and a composite outcome was composite withdrawal that included both actual withdrawal and thoughts of withdrawing. Bivariate and multivariable logistic regressions were used.

RESULTS

Among the 334 participants in the sample, the mean (SD) age was 61.9 (11.5) years and 174 women (52.1%) were included. Top-cited benefits included both aspirational and action-oriented goals, including helping others (94.2%), contributing to society (90.3%), being treated respectfully (86.2%), and hoping for a cure (86.0%). Worry over receiving a placebo (61.3%), rearranging one's life (41.9%), and experiencing bothersome adverse effects (41.6%) were notable burdens. An increased burden score was associated with a higher probability of actual withdrawal (adjusted odds ratio [OR], 1.86; 95% CI, 1.1-3.17; P = .02) or composite withdrawal (adjusted OR, 3.44; 95% CI, 2.09-5.67; P < .001). An increased benefit score was associated with lower composite withdrawal (adjusted OR, 0.40; 95% CI, 0.24-0.66; P < .001). For participants who reported the benefits as being equal to or greater than the burdens, 13.4% withdrew. For those who perceived the benefits as being less than the burdens, 33.3% withdrew (adjusted OR, 3.38; 95% CI, 1.13-10.14; P = .03). The risk of withdrawal was even higher for the composite outcome (adjusted OR, 7.70; 95% CI, 2.76-21.48; P < .001).

CONCLUSIONS AND RELEVANCE

This survey study found that patients perceived important benefits from CCT participation, and this perception was associated with trial retention, even among those who also perceived substantial burdens. A broader dialogue among stakeholders can inform an ethical and patient-centric focus on benefits throughout the course of a CCT to increase retention.

Older Adult and Family Caregiver Perspectives on Engagement in Primary Care

The purpose of the current in-depth qualitative study was to explore the experiences of older adults and family caregivers in primary care. Twenty patients and caregivers from six Comprehensive Primary Care Plus (CPC+) practices' Patient and Family Advisory Councils within a large academic health system participated in telephone interviews from December 2018 to May 2019. Participants were mostly women (60%), with an average age of 71 years and nine chronic conditions. Transcripts were coded using conventional content analysis. Two key themes emerged related to person-centered care (PCC): Engagement in Health Care and Patient-Provider Relationship. Engagement in health care was defined by participants as: being proactive, centering on patient goals in treatment discussions, adherence, and self-triaging. Approximately all participants discussed the importance of the relationship and interactions with their provider as influencing their engagement. The identified themes offer recommendations for further improvement of primary PCC. [Journal of Gerontological Nursing, 48(11), 7-13.].

Predictors of change over time in satisfaction with outdoor activities ratings among long-term care services and supports recipients

OBJECTIVES

To identify predictors of change in older adults' satisfaction with outdoor activities ratings over the first two years of enrollment in long-term services and supports (LTSS).

METHODS

Self-rated satisfaction with outdoor activities (not at all satisfied to extremely satisfied) was the primary outcome of this secondary data analysis. Mixed-effects linear regression modeling with a backward elimination process was used for analyses.

RESULTS

In the final model (N = 453) older LTSS recipients at baseline had lower ratings of satisfaction with outdoor activities over time, whereas younger recipients had higher ratings over time. Those who moved into a residential facility at baseline had an increase in outdoor activity satisfaction ratings over time compared to older adults who received home and community-based services that had a decrease.

DISCUSSION

LTSS clinicians can use these findings to support older adults with decision-making around enrollment into LTSS, address preferences, and develop person-centered care interventions for outdoor activity.

The Diabetes Transition of Hospital Care (DiaTOHC) Pilot Study: A Randomized Controlled Trial of an Intervention Designed to Reduce Readmission Risk of Adults with Diabetes

Hospital readmission within 30 days of discharge (30-day readmission) is a high-priority quality measure and cost target. The purpose of this study was to explore the feasibility and efficacy of the Diabetes Transition of Hospital Care (DiaTOHC) Program on readmission risk in high-risk adults with diabetes. This was a non-blinded pilot randomized controlled trial (RCT) that compared usual care (UC) to DiaTOHC at a safety-net hospital. The primary outcome was all-cause 30-day readmission. Between 16 October 2017 and 30 May 2019, 93 patients were randomized. In the intention-to-treat (ITT) population, 14 (31.1%) of 45 DiaTOHC subjects and 15 (32.6%) of 46 UC subjects had a 30-day readmission, while 35.6% DiaTOHC and 39.1% UC subjects had a 30-day readmission or ED visit. The Intervention−UC cost ratio was 0.33 (0.13−0.79) 95%CI. At least 93% of subjects were satisfied with key intervention components. Among the 69 subjects with baseline HbA1c >7.0% (53 mmol/mol), 30-day readmission rates were 23.5% (DiaTOHC) and 31.4% (UC) and composite 30-day readmission/ED visit rates were 26.5% (DiaTOHC) and 40.0% (UC). In this subgroup, the Intervention−UC cost ratio was 0.21 (0.08−0.58) 95%CI. The DiaTOHC Program may be feasible and may decrease combined 30-day readmission/ED visit risk as well as healthcare costs among patients with HbA1c levels >7.0% (53 mmol/mol).

Examining spoken words and acoustic features of therapy sessions to understand family caregivers’ anxiety and quality of life

BACKGROUND

Speech and language cues are considered significant data sources that can reveal insights into one's behavior and well-being. The goal of this study is to evaluate how different machine learning (ML) classifiers trained both on the spoken word and acoustic features during live conversations between family caregivers and a therapist, correlate to anxiety and quality of life (QoL) as assessed by validated instruments.

METHODS

The dataset comprised of 124 audio-recorded and professionally transcribed discussions between family caregivers of hospice patients and a therapist, of challenges they faced in their caregiving role, and standardized assessments of self-reported QoL and anxiety. We custom-built and trained an Automated Speech Recognition (ASR) system on older adult voices and created a logistic regression-based classifier that incorporated audio-based features. The classification process automated the QoL scoring and display of the score in real time, replacing hand-coding for self-reported assessments with a machine learning identified classifier.

FINDINGS

Of the 124 audio files and their transcripts, 87 of these transcripts (70%) were selected to serve as the training set, holding the remaining 30% of the data for evaluation. For anxiety, the results of adding the dimension of sound and an automated speech-to-text transcription outperformed the prior classifier trained only on human-rendered transcriptions. Specifically, precision improved from 86% to 92%, accuracy from 81% to 89%, and recall from 78% to 88%.

INTERPRETATION

Classifiers can be developed through ML techniques which can indicate improvements in QoL measures with a reasonable degree of accuracy. Examining the content, sound of the voice and context of the conversation provides insights into additional factors affecting anxiety and QoL that could be addressed in tailored therapy and the design of conversational agents serving as therapy chatbots.

A Systematized Approach to Advancing the Quality of Community-Based Palliative Care

Despite growing recognition of the importance of community-based palliative care, optimizing the use of services continues to be a challenge. Until recently, key barriers were reimbursement and limited access. As services have become increasingly available, engagement of patients and their caregivers has emerged as a major obstacle. The Palliative Activation System^TM (PAS) is a comprehensive, quality improvement methodology designed to promote enhanced engagement of seriously ill adults and their caregivers in optimizing the use of community-based palliative care services and accelerate clinicians' progress in meeting patients' and caregivers' care goals. This paper describes the design of the PAS. Experts in patient engagement and the development and evaluation of palliative care programs advised organizational leaders in the development of this methodology. The "Patient and Family Engagement" framework proposed by Carman and colleagues (2013) guided this work. The framework informed the selection of three core concepts-care alignment, illness trajectory, and social determinants of health-as foundational to the goals of the PAS. Additionally, this framework guided the selection of measures that will be used to assess progress in achieving enhanced engagement. This background work, coupled with findings from interviews with patients and caregivers who are current recipients of palliative care services, resulted in the implementation and ongoing testing of strategies targeting clinicians and organizational leaders and designed to enhance engagement. Lessons learned from the design phase of the PAS will advance the efforts of other organizations committed to increasing patient and caregiver engagement and enhancing attainment of their goals.

The Challenge of Providing Evidence-based Transitional Care

Transitions in care are events that occur as individuals transfer between settings and providers of healthcare. The movement from a hospital to home-based care is a common example of a care transition. Due to common breakdowns between health and social care systems, continuing risks for acute health events, and the lack of support to manage complex treatments at home, between 15-20% of hospitalized adults are rehospitalized within thirty days of returning home. This high rate of hospital readmissions points up the need for transitional care services to address challenges in continuing care at home

Implementation of a Coronavirus Disease 2019 Vaccination Condition of Employment in a Community Nursing Home

The rate of coronavirus disease 2019 (COVID-19) vaccination uptake by US nursing home staff remains low despite the increased risks of viral transmission and related morbidity and mortality in this setting. This study describes vaccine uptake activities including a COVID-19 vaccination condition of employment (COE) policy in one community nursing home. This case study summarizes the timeline of vaccination uptake activities, staff vaccination rates over time, and stakeholder perspectives around the implementation of a COVID-19 vaccination COE. Organizational data were used to calculate vaccination rates from January 1, 2021 until May 1, 2021 among all nursing home staff. Interviews were held with the executive leadership team, human resources leadership, and nursing home staff to understand the process of implementation. During a 4-month period, nursing home leaders provided 8 written handouts about COVID-19 to all staff, hosted 5 on-site vaccination clinics in partnership with area pharmacies, conducted 2 virtual presentations for staff in addition to individual outreach and internal communications. Fewer than one-half of the staff were vaccinated prior to the decision to pursue a vaccine COE on February 9, 2021. The decision to pursue a COVID-19 vaccination COE was supported by executive leadership and nursing home staff to protect the health and safety of each other and their residents. By May 1, 2021 a total of 221 of the 246 (89.8%) nursing home staff members received a COVID-19 vaccination. The facility reached 100% compliance with the vaccination COE policy with 18 people who chose to resign and 7 people who were exempt or on a leave of absence. In combination with frequent, personalized outreach, a COVID-19 vaccination COE resulted in high staff vaccination rates and minimal staff turnover. This case study provides a detailed summary of vaccination uptake activities within an organizational context to inform efforts at other healthcare facilities.

Older Adults' Goals and Expectations When Using Long-Term Services and Supports

OBJECTIVE

Despite recent research focused on aging well, little is known regarding the goals and expectations from long-term services and supports (LTSS) use among older adults.

METHODS

To address this knowledge gap, interviewer-guided surveys with older adults newly receiving LTSS in home and community-based, assisted living, and nursing home settings in Philadelphia, New Jersey, and New York were conducted.

RESULTS

Twelve subthemes regarding the goals and expectations of 464 older adults receiving LTSS and in the context of Aging Well emerged from our analysis: maintaining function, optimizing health and circumstances, maintaining the status quo, transitioning back to the previous state, achieving independence, preserving cognitive function and capacity for psychosocial and emotional health, achieving purpose, increasing quality of life, receiving social support, increasing engagement, relieving burden, and feeling a sense of security/safety.

DISCUSSION

This in-depth analysis of qualitative data provides context for LTSS use among older adults.

Demographic Characteristics Driving Disparities in Receipt of Long-term Services and Supports in the Community Setting

BACKGROUND

Research suggests that growth in Black and Hispanic (minority) older adults' nursing home (NH) use may be the result of disparities in access to community-based and alternative long-term services and supports (LTSS).

OBJECTIVE

We aimed to determine whether minority groups receiving care in NHs versus the community had fewer differences in their functional needs compared with the differences in nonminority older adults, suggesting a disparity.

METHODS

We identified respondents aged 65 years or above with a diagnosis of Alzheimer disease or dementia in the 2016 Health and Retirement Study who reported requiring LTSS help. We performed unadjusted analyses to assess the difference in functional need between community and NH care. Functional need was operationalized using a functional limitations score and 6 individual activities of daily living. We compared the LTSS setting for minority older adults to White older adults using difference-in-differences.

RESULTS

There were 186 minority older adults (community=75%, NH=25%) and 357 White older adults (community=50%, NH=50%). Between settings, minority older adults did not differ in education or marital status, but were younger and had greater income in the NH versus the community. The functional limitations score was higher in NHs than in the community for both groups. Functional needs for all 6 activities of daily living for the minority group were greater in NHs compared with the community.

CONCLUSION

Functional need for minority older adults differed by setting while demographics varied in unexpected ways. Factors such as familial and financial support are important to consider when implementing programs to keep older adults out of NHs.

Satisfaction With Outdoor Activities Among Northeastern U.S. Newly Enrolled Long-Term Services and Supports Recipients

Older adults receiving long-term services and supports (LTSS) experience barriers to outdoor activities and satisfaction ratings with such experiences are not well understood. Our study used cross-sectional data (n = 329) to (a) examine whether those new to LTSS were satisfied with their outdoor activities and (b) describe the characteristics and factors associated with satisfaction levels. Self-report of satisfaction with outdoor activities was the outcome variable. Multivariable linear regression modeling of the outcome was conducted. Fifty-nine percent were satisfied with their outdoor activities. More depressive symptoms (p < .001) and higher cognitive functioning (p = .011) were associated with lower ratings. Higher self-rated physical health (p = .009) and more independence with activities of daily living (p = .022) were associated with greater satisfaction. Findings suggest an unmet need among four in 10 new recipients of LTSS (41%) related to their outdoor activities. LTSS interdisciplinary teams can use these findings to inform their assessments, develop person-centered care plans, and address barriers.

Opportunities and challenges presented by recent pedagogical innovations in doctoral nursing education

The demand to expand the nurse scientist pipeline over the past decade has generated numerous pedagogical innovations in nursing doctoral education. A PhD nursing education summit was held at the University of Pennsylvania in October 2019 to discuss pedagogical innovations. The main pedagogical innovations discussed by Summit attendees included: 1) the expansion of both 3-year PhD programs and BSN to PhD programs; 2) changes in learning opportunities and curricula content; and 3) the role of postdoctoral fellowships. This overview examines the numerous opportunities and challenges generated by these innovations. Opportunities include producing scholars with research careers that are potentially longer than historically seen in the nursing profession, as well as the emergence of unique educational and mentoring opportunities both during and after doctoral studies. Challenges involve the impact condensed program timelines have had on both the content and delivery of curricula, as well as the research expertise and skillsets of nursing PhD program graduates. There is a need to conduct a national coordinated evaluation of PhD program using shared metrics in order to better evaluate the effect of these pedagogical innovations on the development of nurse scientists, and ultimately, the discipline.

Self-efficacy of family caregivers of older adults with cognitive impairment: A concept analysis

BACKGROUND

Research demonstrates that increased self-efficacy can help family caregivers of older adults with Alzheimer's and other types of cognitive impairment experience lower burden and depressive symptom severity.

AIMS

The purpose of this concept analysis is to address fundamental gaps in the understanding of self-efficacy in family caregivers of older adults with cognitive impairment, including updating the 26-year-old concept analysis with a contemporary definition.

METHODS

This study utilizes Walker and Avant's (2019) concept analysis method, an eight-step iterative process that helps to clarify ambiguous concepts. A literature review was conducted from July 1993 through March 2019 using PubMed/MEDLINE, Scopus, CINAHL, and Embase. Inclusion criteria encompassed peer-reviewed research articles and review articles that included family caregivers of older adults with cognitive impairment.

RESULTS

Eight defining attributes of this concept are identified. The revised definition of self-efficacy in this population is a family caregiver's confidence in their ability to: manage behaviors and other caregiving stresses, control upsetting thoughts, acquire medical information, manage medical issues, obtain self-care, access community supports, assist with activities of daily living and other care, and maintain a good relationship with a relative, friend, or neighbor of an older adult with cognitive impairment.

CONCLUSION

This paper utilizes over a quarter-century of research to build on the original analysis by Mowat and Spence Laschinger (1994) and update the concept's definition. This analysis should provide researchers with a clearer understanding of this concept and a renewed emphasis on the importance of targeting interventions to improve self-efficacy in this vulnerable caregiving population.

Patient Factors Linked with Return Acute Healthcare Use in Older Adults by Discharge Disposition

OBJECTIVES

Compare patient characteristics by hospital discharge disposition (home without services, home with home healthcare (HHC) services, or post-acute care (PAC) facilities). Examine timing and rates of 30-day healthcare utilization (rehospitalization, emergency department (ED) visit, or observation (OBS) visit) and patient characteristics associated with rehospitalization by discharge location.

DESIGN

Retrospective analysis of hospital administrative and clinical data.

SETTING AND PARTICIPANTS

A total of 3,294 older adult inpatients discharged home with or without HHC services or to a PAC facility.

MEASUREMENTS

Patient-level sociodemographic and clinical characteristics. Number of and time to occurrences of rehospitalization or ED/OBS visit within 30 days of hospital discharge.

RESULTS

Most rehospitalizations and ED/OBS visits occurred within 14 days from hospital discharge. Patients who returned within 24 hours came mostly from inpatient rehabilitation facilities (IRFs). More intense levels of PAC services were linked with higher rehospitalization risk. However, specific predictors differed by discharge location. Being unemployed, being single, and having more comorbidities were most associated with rehospitalization in those who went home with or without services, whereas patients rehospitalized from IRFs were younger, with less chronic illness burden, but greater and recent functional decline. Those discharged with HHC services had more return ED/OBS visits.

CONCLUSIONS

Although sicker patients were referred for more intense levels of PAC services, patients with greater chronic illness burden were still most often rehospitalized. In addition to unique patient differences, rehospitalizations from IRF within 24 hours suggest systems factors are contributory. Most return acute healthcare utilization occurred within 14 days; therefore, interventions should focus on smoothing transitions to all discharge locations. Because predictors of rehospitalization risk differed by discharge disposition, future research is necessary to study approaches aimed at matching patients' care needs with the most suitable PAC services at the right time. J Am Geriatr Soc 68:2279-2287, 2020.

Reported Needs and Depressive Symptoms Among Older Adults Entering Long-Term Services and Supports

BACKGROUND AND OBJECTIVES

Long-term services and supports (LTSS) are vital for older adults with physical and cognitive disabilities. LTSS can be provided in settings such as nursing homes, assisted living, or via community-based services. During the transition to LTSS, older adults are at risk of increased depressive symptoms. In addition, older adults may identify unmet needs despite having access to new LTSS resources. The goal of this study was to examine the factors associated with increased depressive symptoms among a pool of older adults, with a focus on change in reported needs after starting LTSS.

RESEARCH DESIGN AND METHODS

This cross-sectional analysis of a cohort study included 352 older adults new to LTSS (R01AG025524). The outcome of depressive symptoms was measured using the Geriatric Depression Scale-Short Form. Reported needs included supportive equipment, devices, transportation, and social activities. Bivariate and linear regression modeling using change in needs 3 months later were performed.

RESULTS

Depressive symptoms were present among 40% of the LTSS recipients at enrollment and 3 months. At baseline, 29% of LTSS recipients reported a need for supportive equipment, 30% for transportation, and 23% for social activities. After 3 months, an average of 12% of LTSS recipients' needs were met, 13% of LTSS recipients' needs persisted, and 11% of LTSS recipients reported new needs. Depressive symptoms 3 months later were higher for those who reported persistent unmet needs compared with those who reported no needs at all, controlling for functional status and LTSS type.

DISCUSSION AND IMPLICATIONS

The transition to LTSS is a vulnerable time for older adults. Assessing the need for equipment, transportation, and social activities during this period may identify opportunities to improve the lives and emotional status of this population.

"We are Alone in This Battle": A Framework for a Coordinated Response to COVID-19 in Nursing Homes

As of May 2020, nursing home residents account for a staggering one-third of the more than 80,000 deaths due to COVID-19 in the U.S. This pandemic has resulted in unprecedented threats to achieving and sustaining care quality even in the best nursing homes, requiring active engagement of nursing home leaders in developing solutions responsive to the unprecedented threats to quality standards of care delivery during the pandemic. This perspective offers a framework, designed with the input of nursing home leaders, to facilitate internal and external decision-making and collective action to address these threats. Policy options focus on assuring a shared understanding among nursing home leaders and government agencies of changes in the operational status of nursing homes throughout the crisis, improving access to additional essential resources needed to mitigate the crisis' impact, and promoting shared accountability for consistently achieving accepted standards in core quality domains.

Spoken words as biomarkers: using machine learning to gain insight into communication as a predictor of anxiety

OBJECTIVE

The goal of this study was to explore whether features of recorded and transcribed audio communication data extracted by machine learning algorithms can be used to train a classifier for anxiety.

MATERIALS AND METHODS

We used a secondary data set generated by a clinical trial examining problem-solving therapy for hospice caregivers consisting of 140 transcripts of multiple, sequential conversations between an interviewer and a family caregiver along with standardized assessments of anxiety prior to each session; 98 of these transcripts (70%) served as the training set, holding the remaining 30% of the data for evaluation.

RESULTS

A classifier for anxiety was developed relying on language-based features. An 86% precision, 78% recall, 81% accuracy, and 84% specificity were achieved with the use of the trained classifiers. High anxiety inflections were found among recently bereaved caregivers and were usually connected to issues related to transitioning out of the caregiving role. This analysis highlighted the impact of lowering anxiety by increasing reciprocity between interviewers and caregivers.

CONCLUSION

Verbal communication can provide a platform for machine learning tools to highlight and predict behavioral health indicators and trends.

Adapting Andersen's expanded behavioral model of health services use to include older adults receiving long-term services and supports

BACKGROUND

Andersen's Expanded Behavioral Model of Health Services Use describes factors associated with the use of long-term services and supports (LTSS). This model, however, has only been tested on the intent to use such services among African-American and White older adults and not the actual use. Given the increasing diversity of older adults in the U.S., the ability to conceptualize factors associated with actual use of LTSS across racial/ethnic groups is critical.

METHODS

We applied Andersen's Expanded model in the analysis of 2006-2010 qualitative data using multiple methods to understand both the relevancy of factors for older adults who currently use LTSS vs. those who intend to use LTSS (as described in Andersen's original exploration). We additionally explored differences in these factors across racial/ethnic groups and included Hispanic older adults in our analyses.

RESULTS

Four additional constructs linked with actual LTSS use emerged: losses and changes, tangible support, capability to provide informal support, and accessibility of informal support. Racial differences were seen in level of participation in decisions to use nursing home services (Not involved: 45% African-Americans vs. 24% Whites). Reports of LTSS use to avoid burdening one's family were greater among White older adults compared to African-American older adults.

CONCLUSIONS

Findings around decision-making and burden along with other constructs enhance our understanding of determinants that influence actual LTSS use and require targeted interventions.

Factors Associated With Perceived Worsened Physical Health Among Older Adults Who Are Newly Enrolled Long-term Services and Supports Recipients

Limited information exists on the perceived health of older adults new to receiving long-term services and supports (LTSS) compared with the year prior, posing challenges to the anticipation of health care need and optimization of wellness efforts for this growing population. In response, we sought to identify differences in perceived worsened physical health across three LTSS types (nursing home, assisted living, and home and community-based services) along with health-related quality of life (HRQoL) characteristics associated with older adults' ratings of perceived worsened physical health at the start of receiving LTSS. Enrolled LTSS recipients completed a single interview assessing their HRQoL. Bivariate and multivariable logistic regression analyses were performed to determine associations in LTSS types and HRQoL characteristics with perceived worsened physical health among older adults (≥60 years old) since 1 year prior to study enrollment. Among the 467 LTSS recipients, perceived physical health was rated as worse than the previous year by 36%. Bivariate analyses revealed no differences in perceived worsened physical health across LTSS types. In adjusted analyses, religiousness/spirituality and better mental and general health perception had a decreased odds of being associated with perceived worsened physical health (P < .05). Participants with major changes in their health in the past 6 months were more likely to report perceived worsened physical health (P < .001). Findings provide information that may be used to target efforts to enhance perceived physical health and improve quality of life among LTSS enrollees.

CHANGES OVER TIME IN DAYTIME SLEEPINESS AMONG OLDER ADULTS RECEIVING LONG-TERM SERVICES AND SUPPORTS

The purpose of this study was to examine the predictors of excessive daytime sleepiness (EDS) over the first two years of long-term services and supports (LTSS) for 470 older adults in assisted living communities (ALCs), nursing homes (NHs), or their homes. Mixed effects linear regression modeling using a backward elimination process was used to build a final multivariable model. In the final model, being female (p&lt;0.001) and fewer functional deficits (p&lt;0.001) at baseline were associated with decreases in EDS, while higher baseline measures of BMI (p=0.004) and number of symptoms (p&lt;0.001) were associated with higher EDS. Compared to older adults living in the community and receiving LTSS, those in NHs and ALCs had higher EDS (p&lt;0.001). Greater feelings of belonging and depressive symptoms at baseline were associated with slower rates of increase in EDS over time (both p&lt;0.001). Modifiable predictors of EDS and clinical implications will be discussed.

What Predicts Health Care Transitions for Older Adults Following Introduction of LTSS?

Objective: To determine predictors of health care transitions (i.e., acute care service use, transfers from lower to higher intensity services) among older adults new to long-term services and supports [LTSS]. Method: 470 new LTSS recipients followed for 24 months. Multivariable Poisson regression modeling within a generalized estimating equation framework. Results: Being male, having multiple chronic conditions, lower self-reported physical health ratings and lower quality of life ratings at baseline were associated with increased risk of health care transitions. Older adults in assisted living communities and nursing homes experienced decreases in health care transitions over time, while LTSS recipients at home had no change in risk. LTSS recipients who had orders to receive therapy, compared with those who did not, had a lower relative risk of transitions over time. Discussion: Predictors of future health care transitions support the need for LTSS providers to anticipate and monitor this risk for LTSS recipients.

Using a Decision Support Algorithm for Referrals to Post-Acute Care

OBJECTIVES

Although hospital clinicians strive to effectively refer patients who require post-acute care (PAC), their discharge planning processes often vary greatly, and typically are not evidence-based.

DESIGN

Quasi-experimental study employing pre-/postdesign. Aimed at improving patient-centered discharge processes, we examined the effects of the Discharge Referral Expert System for Care Transitions (DIRECT) algorithm that provides clinical decision support (CDS) regarding which patients to refer to PAC and to what level of care (home care or facility).

SETTING AND PARTICIPANTS

Conducted in 2 hospitals, DIRECT data elements were collected in the pre-period (control) but discharging clinicians were blinded to the advice and provided usual discharge care. During the postperiod (intervention), referral advice was provided within 24 hours of admission to clinicians, and updated twice daily. Propensity modeling was used to account for differences between the pre-/post patient cohorts.

MEASURES

Outcomes compared between the control and the intervention periods included PAC referral rates, patient characteristics, and same-, 7-, 14-, and 30-day readmissions or emergency department visits.

RESULTS

Although 24%-25% more patients were recommended for PAC referral by DIRECT algorithm advice, the proportion of patients receiving referrals for PAC did not significantly differ between the control (3302) and intervention (5006) periods. However, the characteristics of patients referred for PAC services differed significantly and inpatient readmission rates decreased significantly across all time intervals when clinicians had DIRECT CDS compared with without. There were no differences observed in return emergency department visits. Largest effects were observed when clinicians agreed with the algorithm to refer (yes/yes).

CONCLUSIONS/IMPLICATIONS

Our findings suggest the value of timely, automated, discharge CDS for clinicians to optimize PAC referral for those most likely to benefit. Although overall referral rates did not change with CDS, the algorithm may have identified those patients most in need, resulting in significantly lower inpatient readmission rates.

Physical Functioning Among Older Adults New to Long-Term Services and Supports

Background and Objectives

To identify determinants of self-reported physical functioning (PF) among older adults new to long-term services and supports (LTSS).

Research Design and Method

Using the International Classification of Function, Disability, and Health (ICF) framework, we conducted a secondary analysis of self-reported data on symptoms, basic/instrumental activities of daily living, quality of life, assistive devices, physical therapy needs, prior healthcare utilization, health status, and demographics from 470 older adults new to LTSS (Home/Community-Based n = 156; Assisted Living n = 156; Nursing Home n = 158). Multiple linear regression was used to identify associations between ICF constructs and self-reported PF (SF-12 Physical Composite Summary score [SF12PCS], lower scores indicate worse PF).

Results

LTSS recipients were mostly female (71%) and over age 80 (Mean: 80.9 years, SD: 8.7). LTSS recipients' mean SF12PCS score was 37.3 (SD 11.0), indicating overall low self-reported PF. LTSS recipients living in their homes (b = -3.35, p = .003) or assisted living facilities (b = -2.93, p = .012) had significantly lower mean scores compared to recipients in nursing homes. Higher SF12PCS scores were associated with fewer activities of daily living deficits (p < .001), and better quality of life (p < .001). Lower scores were associated with more symptoms (p < .001), poorer nutrition (p = .013), ambulation aid use (p < .001), and physical therapy (p < .026).

Discussion and Implications

Diverse health, activity, and environmental factors may facilitate early identification of new LTSS recipients most in need of interventions to optimize self-reported PF. Several health conditions may be targets for such interventions. Additional research is needed to evaluate and compare PF trajectories among older adults receiving LTSS in diverse settings.

Cost impact of the transitional care model for hospitalized cognitively impaired older adults

AIM

The goal of this study was to compare postacute care costs of three care management interventions.

MATERIALS & METHODS

A total of 202 hospitalized older adults with cognitive impairment received either Augmented Standard Care, Resource Nurse Care or the Transitional Care Model. The Lin method was used to estimate costs at 30 and 180 days postindex hospital discharge.

RESULTS

The Transitional Care Model had significantly lower costs than the Augmented Standard Care group at both 30 (p < 0.001) and 180 days (p = 0.03) and significantly lower costs than Resource Nurse Care at 30 days (p = 0.02).

CONCLUSION

These findings suggest that the Transitional Care Model can reduce both the amount of other postacute care and the total cost of care compared with alternative services for cognitively impaired older adults. Clinicaltrials.gov : NCT00294307.

Adaptations of the evidence-based Transitional Care Model in the U.S

Despite a growing body of evidence that adaptations of evidence-based interventions (EBI) are ubiquitous, few studies have examined the nature and rationale for modifications to the components of these interventions. The primary aim of this study was to describe and classify common local adaptations of the Transitional Care Model (TCM), an EBI comprised of 10 components that has been proven in multiple clinical trials to improve the care and outcomes of chronically ill older adults transitioning from hospitals to home. Guided by Stirman's System of Classifying Adaptations, 582 transitional care clinicians in health systems and community-based organizations throughout the U.S. completed a survey between September 2014 and January 2015; interviews were then conducted with a subset of survey respondents (N = 24) between April and December 2015. A total of 342 survey respondents (59%) reported implementation of the TCM in distinct organizations. Of this group, 96% reported a mean of 4.4 adaptations to the 10 TCM components (40%, one to three; 43%, four to six; and 17%, seven to nine). Nine of ten respondents (94%) reported contextual adaptations while content adaptations were less frequently reported (58%). The top three reported adaptations all related to context (i.e., delivering services from hospital to home, relying on advance practice nurses, and fostering care continuity); interviews clarified a diverse set of reasons for such modifications. Findings reinforce the need for investment in adaptation science and suggest hypotheses to guide rigorous examination of the association between adaptations of TCM components and desired outcomes.

Nurse Generated EHR Data Supports Post-Acute Care Referral Decision Making: Development and Validation of a Two-step Algorithm

Objective: Build and validate a clinical decision support (CDS) algorithm for discharge decisions regarding referral for post-acute care (PAC) and to what site of care. Materials and Methods: Case studies derived from EHR data were judged by 171 interdisciplinary experts and prediction models were generated. Results: A two-step algorithm emerged with area under the curve (AUC) in validation of 91.5% (yes/no refer) and AUC 89.7% (where to refer). Discussion: CDS for discharge planning (DP) decisions may remove subjectivity, and variation in decision-making. CDS could automate the assessment process and alert clinicians of high need patients earlier in the hospital stay. Conclusion: Our team successfully built and validated a two-step algorithm to support discharge referral decision-making from EHR data. Getting patients the care and support they need may decrease readmissions and other adverse events. Further work is underway to test the effects of the CDS on patient outcomes in two hospitals.

Connect-Home: Transitional Care of Skilled Nursing Facility Patients and their Caregivers

BACKGROUND

Older adults that transfer from skilled nursing facilities (SNF) to home have significant risk for poor outcomes. Transitional care of SNF patients (i.e., time-limited services to ensure coordination and continuity of care) is poorly understood.

OBJECTIVE

To determine the feasibility and relevance of the Connect-Home transitional care intervention, and to compare preparedness for discharge between comparison and intervention dyads.

DESIGN

A non-randomized, historically controlled design-enrolling dyads of SNF patients and their family caregivers.

SETTING

Three SNFs in the Southeastern United States.

PARTICIPANTS

Intervention dyads received Connect-Home; comparison dyads received usual discharge planning. Of 173 recruited dyads, 145 transferred to home, and 133 completed surveys within 3 days of discharge.

INTERVENTION

The Connect-Home intervention consisted of tools and training for existing SNF staff to deliver transitional care of patient and caregiver dyads.

MEASUREMENTS

Feasibility was assessed with a chart review. Relevance was assessed with a survey of staff experiences using the intervention. Preparedness for discharge, the primary outcome, was assessed with Care-Transitions Measure-15 (CTM-15).

RESULTS

The intervention was feasible and relevant to SNF staff (i.e., 96.9% of staff recommended intervention use in the future). Intervention dyads, compared to comparison dyads, were more prepared for discharge (CTM-15 score 74.7 vs 65.3, mean ratio 1.16, 95% CI: 1.08, 1.24).

CONCLUSION

Connect-Home is a promising transitional care intervention for older patients discharged from SNF care. The next step will be to test the intervention using a cluster randomized trial, with patient outcomes including re-hospitalization.

Research Priorities to Advance the Health and Health Care of Older Adults with Multiple Chronic Conditions

OBJECTIVES

To prioritize research topics relevant to the care of the growing population of older adults with multiple chronic conditions (MCCs).

DESIGN

Survey of experts in MCC practice, research, and policy. Topics were derived from white papers, funding announcements, or funded research projects relating to older adults with MCCs.

SETTING

Survey conducted through the Health Care Systems Research Network (HCSRN) and Claude D. Pepper Older Americans Independence Centers (OAICs) Advancing Geriatrics Infrastructure and Network Growth Initiative, a joint endeavor of the HCSRN and OAICs.

PARTICIPANTS

Individuals affiliated with the HCSRN or OAICs and national MCC experts, including individuals affiliated with funding agencies having MCC-related grant portfolios.

MEASUREMENTS

A "top box" methodology was used, counting the number of respondents selecting the top response on a 5-point Likert scale and dividing by the total number of responses to calculate a top box percentage for each of 37 topics.

RESULTS

The highest-ranked research topics relevant to the health and healthcare of older adults with MCCs were health-related quality of life in older adults with MCCs; development of assessment tools (to assess, e.g., symptom burden, quality of life, function); interactions between medications, disease processes, and health outcomes; disability; implementation of novel (and scalable) models of care; association between clusters of chronic conditions and clinical, financial, and social outcomes; role of caregivers; symptom burden; shared decision-making to enhance care planning; and tools to improve clinical decision-making.

CONCLUSION

Study findings serve to inform the development of a comprehensive research agenda to address the challenges relating to the care of this "high-need, high-cost" population and the healthcare delivery systems responsible for serving it.

Multiple Chronic Conditions and Hospitalizations Among Recipients of Long-Term Services and Supports

BACKGROUND

Among older adults receiving long-term services and supports (LTSS), debilitating hospitalizations is a pervasive clinical and research problem. Multiple chronic conditions (MCCs) are prevalent in LTSS recipients. However, the combination of MCCs and diseases associated with hospitalizations of LTSS recipients is unclear.

OBJECTIVE

The purpose of this analysis was to determine the association between classes of MCCs in newly enrolled LTSS recipients and the number of hospitalizations over a 1-year period following enrollment.

METHODS

This report is based on secondary analysis of extant data from a longitudinal cohort study of 470 new recipients of LTSS, 60 years and older, receiving services in assisted living facilities, nursing homes, or through home- and community-based services. Using baseline chronic conditions reported in medical records, latent class analysis was used to identify classes of MCCs and posterior probabilities of membership in each class. Poisson regressions were used to estimate the relative ratio between posterior probabilities of class membership and number of hospitalizations during the 3-month period prior to the start of LTSS (baseline) and then every 3 months forward through 12 months.

RESULTS

Three latent MCC-based classes named Cardiopulmonary, Cerebrovascular/Paralysis, and All Other Conditions were identified. The Cardiopulmonary class was associated with elevated numbers of hospitalizations compared to the All Other Conditions class (relative ratio [RR] = 1.88, 95% CI [1.33, 2.65], p < .001).

CONCLUSION

Older LTSS recipients with a combination of MCCs that includes cardiopulmonary conditions have increased risk for hospitalization.

Policy Research Challenges in Comparing Care Models for Dual-Eligible Beneficiaries

Providing affordable, high-quality care for the 10 million persons who are dual-eligible beneficiaries of Medicare and Medicaid is an ongoing health-care policy challenge in the United States. However, the workforce and the care provided to dual-eligible beneficiaries are understudied. The purpose of this article is to provide a narrative of the challenges and lessons learned from an exploratory study in the use of clinical and administrative data to compare the workforce of two care models that deliver home- and community-based services to dual-eligible beneficiaries. The research challenges that the study team encountered were as follows: (a) comparing different care models, (b) standardizing data across care models, and (c) comparing patterns of health-care utilization. The methods used to meet these challenges included expert opinion to classify data and summative content analysis to compare and count data. Using descriptive statistics, a summary comparison of the two care models suggested that the coordinated care model workforce provided significantly greater hours of care per recipient than the integrated care model workforce. This likely represented the coordinated care model's focus on providing in-home services for one recipient, whereas the integrated care model focused on providing services in a day center with group activities. The lesson learned from this exploratory study is the need for standardized quality measures across home- and community-based services agencies to determine the workforce that best meets the needs of dual-eligible beneficiaries.

Components of Comprehensive and Effective Transitional Care

Transitional care (TC) has received widespread attention from researchers, health system leaders, clinicians, and policy makers as they attempt to improve health outcomes and reduce preventable hospital readmissions, yet little is known about the critical elements of effective TC and how they relate to patients' and caregivers' needs and experiences. To address this gap, the Patient-Centered Outcomes Research Institute (PCORI) funded a national study, Achieving patient-centered Care and optimized Health In care transitions by Evaluating the Value of Evidence (Project ACHIEVE). A primary aim of the study is the identification of TC components that yield desired patient and caregiver outcomes. Project ACHIEVE established a multistakeholder workgroup to recommend essential TC components for vulnerable Medicare beneficiaries. Guided by a review of published evidence, the workgroup identified and defined a preliminary set of components and then analyzed how well the set aligned with real-world patients' and caregivers' experiences. Through this process, the workgroup identified eight TC components: patient engagement, caregiver engagement, complexity and medication management, patient education, caregiver education, patients' and caregivers' well-being, care continuity, and accountability. Although the degree of attention given to each component will vary based on the specific needs of patients and caregivers, workgroup members agree that health systems need to address all components to ensure optimal TC for all Medicare beneficiaries.

Meeting the Needs of the Complex Older Adult Patient with Urinary Retention: A Case Study

This article presents a case study of how a homebound older adult patient with urinary retention is managed by a patient-centered medical home/transitional care model. A description of how a root cause analysis can effectively improve outcomes is also provided.