A GIS enhanced data analytics approach for predicting nursing home hurricane evacuation response.

Nursing homes (NHs) are responsible for caring for frail, older adults, who are highly vulnerable to natural disasters, such as hurricanes. Due to the influence of highly uncertain environmental conditions and varied NH characteristics (e.g., geo-location, staffing, residents' health conditions), the NH evacuation response, namely evacuating or sheltering-in-place, is highly uncertain. Accurate prediction of NH evacuation response is important for emergency management agencies to accurately anticipate the NH evacuation demand surge with healthcare resources proactively planned. Existing hurricane evacuation research mainly focuses on the general population. For NH evacuation, existing studies mainly focus on conceptual studies and/or qualitative analysis using a single source of data, such as surveys or resident health data. There is a lack of research to develop analytics-based method by fusing rich environmental data with NH data to improve the prediction accuracy. In this paper, we propose a Geographic Information System (GIS) data enhanced predictive analytics approach for forecasting NH evacuation response by fusing multi-source data related to storm conditions, geographical information, NH organizational characteristics as well as staffing and residents characteristics of each NH. In particular, multiple GIS features, such as distance to storm trajectory, projected wind speed, potential storm surge and NH elevation, are extracted from rich GIS information and incorporated to improve the prediction performance. A real-world case study of NH evacuation during Hurricane Irma in 2017 is examined to demonstrate superior prediction performance of the proposed work over a large number of predictive analytics methods without GIS information.

Complexities of care: Common components of models of care in geriatrics.

As people age, they are more likely to have an increasing number of medical diagnoses and medications, as well as healthcare providers who care for those conditions. Health professionals caring for older adults understand that medical issues are not the sole factors in the phenomenon of this "care complexity." Socioeconomic, cognitive, functional, and organizational factors play a significant role. Care complexity also affects family caregivers, providers, and healthcare systems and therefore society at large. The American Geriatrics Society (AGS) created a work group to review care to identify the most common components of existing healthcare models that address care complexity in older adults. This article, a product of that work group, defines care complexity in older adults, reviews healthcare models and those most common components within them and identifies potential gaps that require attention to reduce the burden of care complexity in older adults.

Implementation of an Emergency Power Rule: Compliance of Florida Nursing Homes and Assisted Living Facilities.

OBJECTIVE: Thea aim of this study was to explore the relationship between Florida nursing home and assisted living facility characteristics and their ability to comply with a new emergency power rule in the aftermath of Hurricane Irma. METHODS: This study used characteristics data on Florida nursing homes (NHs) (N = 680) and assisted living facilities (ALFs) (N = 2940) in operation between September 2017 and January 2019. Logistic regressions were used to determine whether certain characteristics were associated with compliance with the emergency power rule by January 1, 2019. RESULTS: A total of 219 (32.9%) NHs and 2219 (75.5%) ALFs had an emergency power plan implemented by January 1, 2019. Results suggest having a dementia care unit increased the odds of compliance for NHs, while chain membership, for-profit status, and a higher reliance on Medicaid decreased the odds. Additionally, smaller size, mental health specialty license, and higher reliance on supplemental state funding increased the odds of compliance for ALFs, while nursing care specialty license and for-profit status decreased the odds of compliance. CONCLUSIONS: Policy implications from these results include informing policy-makers on the barriers faced by NHs and ALFs to implement a new regulation that may cause financial difficulties and compromise quality care.

Impact of establishing a Geriatrics Workforce Enhancement Program clinic on preventive health and Medicare Annual Wellness Visits.

We established a Geriatrics Workforce Enhancement Program (GWEP) clinic to enhance resident training on comprehensive preventive care and chronic disease management, and to increase the number of older patients who received Medicare Annual Wellness Visit (AWV) preventive services. A total of 1,104 patients were tracked at baseline and during the intervention period. Patients were grouped into two categories: Adult (aged 55-64) and Senior (aged 65+). Clinical quality measures were monitored by electronic health record and tracked through monthly reports at baseline (May 2018) and during the intervention period (July 2018-June 2019). In the Senior group, the proportion of patients receiving the Medicare AWV increased after GWEP began (p <.001). Additionally, the Senior group showed significant improvements in the frequency of body mass index assessments (p = .04), colorectal cancer screenings (p < .001), advance directive documentation (p < .001), cognitive screenings (p < .001), and pneumococcal vaccinations (p < .001). In the Adult group, a trending increase was seen in influenza vaccinations (p = .06). Curricular innovations including the establishment of a GWEP clinic in our residency outpatient center, development of new educational materials, and use of a nurse coordinator resulted in significant improvements in the percentage of older adults who received the Medicare AWV benefit and preventive health performance metrics.

Prevalent Insomnia Concerns and Perceived Need for Sleep Intervention Among Direct-Care Workers in Long-Term Care.

This study examined sleep concerns among direct-care workers in long-term care and their perceived need for a sleep intervention. Thirty-five participants reported their sleep concerns and willingness to participate in a sleep intervention with preferred delivery forms/content. Multiple sleep characteristics were assessed via ecological momentary assessment and actigraphy for 2 weeks. Eighty percent reported at least one sleep concern with insomnia-related concerns being most prevalent. Those with insomnia-related concerns tended to have long sleep onset latency, frequent awakenings, suboptimal (long) sleep duration, and long naps. Most participants (66%) expressed interest in participating in a sleep intervention either online or in group sessions; interest was higher in those with insomnia-related concerns. Mindfulness strategies were most preferred, followed by cognitive-behavioral therapy and sleep hygiene education. The high prevalence of insomnia-related concerns in direct-care workers needs to be addressed for the well-being of these workers and for the quality of geriatric care delivery.

Self-Reported Satisfaction of Older Adult Residents in Nursing Homes: Development of a Conceptual Framework.

BACKGROUND AND OBJECTIVES: Resident satisfaction is an integral part of nursing home (NH) quality of care. However, there is no uniform categorization framework to classify the self-reported satisfaction of older adult residents in NHs. This scoping review systematically investigated the studies reporting data on older residents' satisfaction to evaluate the quality of NH service and to create a conceptual model for older residents' satisfaction. RESEARCH DESIGN AND METHODS: We used Donabedian's structure-process-outcome model as a theoretical framework. In 3 electronic databases (PubMed, Scopus, and CINAHL), potential studies were searched using specific inclusion criteria identifying original studies that investigated older adult residents' satisfaction in NHs. RESULTS: Fifteen studies, including 264,133 residents and 15,577 NHs, were selected for this review. Although a wide variety of resident satisfaction measures were used in the included studies, all these indicators reflect 5 primary domains: psychological, clinical, social, environmental, and spiritual, with the common focus of improving the quality of life of residents. Though technical competence is a fundamental aspect of health care service, we found autonomy, environment, meaningful activities, and interpersonal quality of professionals as the most important predictors for the resident's satisfaction. DISCUSSION AND IMPLICATIONS: The current review has synthesized a broad range of satisfaction measures, which will help future researchers and policymakers provide guidance for further improvement of NH care services and as a heuristic device to spur research. Additional research is needed to apply this conceptual framework for comparisons of self-reported resident satisfaction in other institutional settings across countries.

The Relationship Between Staffing Levels and Consumer Complaints in Nursing Homes.

While research tends to find an association of nurse staffing with quality in nursing homes, few studies examine complaints as a quality measure or account for ancillary staff. This study used federal nursing home complaint data to examine how key explanatory variables including nursing and ancillary staffing were associated with numbers of complaints and the likelihood of receiving a complaint. Results support that nursing home staffing is associated with quality. While direct care staffing was associated with fewer complaints, larger effects were found for social service and activities staffing. Increasing ancillary staffing may be a cost-effective way to reduce complaints.

Factors Associated With Assisted Living Facility Closure.

BACKGROUND AND OBJECTIVES: Assisted living facilities (ALFs) have experienced rapid growth in the past few decades. The expansion in the number of ALFs may cause markets to become oversaturated, and a greater risk of unprofitable ALFs to close. However, no studies have investigated ALF closure. This study adapted a model developed for the nursing home market for the ALF market to examine the organizational, internal, and external factors associated with closure. RESEARCH DESIGN AND METHODS: Data on 1,939 ALFs operating in 2013 from Florida were used to estimate a logistic regression to examine the organizational, internal, and external factors that were associated with closure between 2013 and 2015. RESULTS: During the 2-year study period, 141 ALFs (7.3%) closed. Significant factors associated with increased odds of closure included fewer beds, not accepting Medicaid, and more deficiencies. Two factors (market concentration and population density) were marginally significant. DISCUSSION AND IMPLICATIONS: The results of this study confirm the usefulness of a model that includes organizational, internal, and external factors to predict ALF closure. These outcomes highlight the concerns that closure can affect access to community-based long-term care, especially for rural older adults, and indicate an expansion of Medicaid acceptance in ALFs could be protective against closure.

Alzheimer's Association Project VITAL: A Florida Statewide Initiative Using Technology to Impact Social Isolation and Well-Being.

Lack of social engagement and the resulting social isolation can have negative impacts on health and well-being, especially in senior care communities and for those living with dementia. Project VITAL leverages technology and community resources to create a network for connection, engagement, education, and support of individuals with dementia and their caregivers, and explores the impact of these interventions in reducing feelings of social isolation and increasing mood among residents during the COVID-19 pandemic. Through two phases, 600 personalized Wi-Fi-enabled iN2L tablets were distributed to 300 senior care communities (55% assisted living communities, 37% skilled nursing communities, 6% memory care communities, and 2% adult family-care homes) to connect and engage residents and their families. Different phases also included Project ECHO, a video-based learning platform, Alzheimer's Association virtual and online education and support for family caregivers, evidence-based online professional dementia care staff training and certification, and Virtual Forums designed to explore ways to build sustainable, scalable models to ensure access to support and decrease social isolation in the future. Tablet usage was collected over an 11-month period and an interim survey was designed to assess the effectiveness of the tablets, in preventing social isolation and increasing mood among residents during the COVID-19 pandemic. A total of 105 care community staff (whose community used the tablets) completed the survey and overall, these staff showed a high level of agreement to statements indicating that residents struggled with loneliness and mood, and that the tablet was useful in improving loneliness and mood in residents and allowing them to stay in touch with family and friends. Additional positive results were seen through a variety of other responses around the tablets and Project ECHO. Overall, the tablets were shown to be an effective way to engage residents and connect them with friends and family, as well as being a useful tool for staff members. A third phase is currently underway in the homes of people with dementia and their family caregivers, which includes tablets and direct access to Alzheimer's Association virtual and online education and support programs.

"You Just Forge Ahead": The Continuing Challenges of Disaster Preparedness and Response in Long-Term Care.

BACKGROUND AND OBJECTIVES: Protecting nursing home and assisted living community residents during disasters continues to be a challenge. The present study explores the experiences of long-term care facilities in Florida that were exposed to Hurricane Irma in 2017. RESEARCH DESIGN AND METHODS: We used an abductive approach, combining induction and deduction. Interviews and focus groups beginning in May 2018 were conducted by telephone and in person with 89 administrative staff members representing 100 facilities (30 nursing homes and 70 assisted living communities). Analyses identified themes and subthemes. Findings were further analyzed using the social ecological model to better understand the preparedness and response of nursing homes and assisted living communities to Hurricane Irma. RESULTS: 3 main themes were identified including: (1) importance of collaborative relationships in anticipating needs and planning to shelter in place or evacuate; (2) efforts required to maintain safety and stability during an unprecedented event; and (3) effects, repercussions, and recommendations for change following the disaster. DISCUSSION AND IMPLICATIONS: Preparing for and managing disasters in nursing homes and assisted living communities involves actions within multiple environments beyond the residents and facilities where they live. Among these, community-level relationships are critical.

Movement-based mind-body practices and cognitive function in middle-aged and older adults: Findings from the Midlife in the United States (MIDUS) study.

OBJECTIVES: Cognitive function is a key component of healthy aging. While conventional physical activities (walking, jogging, etc.) have been shown to support physical and cognitive health in late-life, it remains unclear whether traditional Eastern movement-based mind-body practices (MBP) have long-term cognitive benefits above and beyond conventional leisure physical activities. This study examines the relationship between movement-based MBP and cognitive function in middle-aged and older adults during a 10-year follow-up period. METHODS: We used data from Waves 2 (2004-05) and 3 (2013-14) of the Midlife in the United States (MIDUS) study. MIDUS initially surveyed a national probability sample of community-living adults aged 24-75 years in 1995 (Wave 1). Tests of cognitive functioning measuring executive function and episodic memory were added in Wave 2 and repeated in Wave 3. We estimated multivariable linear regression models to examine the effect of MBP (Wave 2) on the episodic memory and executive function (Wave 3) while controlling for covariates (sociodemographic factors, health, and cognitive function at Wave 2). RESULTS: A total of 2097 individuals aged 42-92 years (M = 64 ±â€¯11, 56 % women) were included. After controlling for sociodemographic factors, health and functional status, and prior levels of cognitive function, engaging in MBP was independently associated with a smaller decline in episodic memory (b = 0.11, p = .03), but not executive function (b=0.03, p = .34). DISCUSSION: The findings provide the first large population-based evidence supporting the cognitive benefits of MBP over a 10-year period among middle-aged and older adults. Future research should examine whether MBP are effective non-pharmacological intervention to attenuate age-related cognitive decline.

Effect of Hurricane Irma on daily direct-care nurse staffing in nursing homes.

OBJECTIVES: To examine the effect of Hurricane Irma on staff-related financial expenditures and daily direct-care nurse staffing levels. DESIGN: Retrospective cohort study. SETTING: September 3-24, 2017 in the state of Florida, United States. Hurricane Irma made landfall on September 10, 2017. PARTICIPANTS: Six hundred and fifty-three nursing homes (NHs), 81 evacuated facilities, and 572 facilities that sheltered-in-place. MEASUREMENTS: This study used data from Payroll-Based Journaling (PBJ), Certification and Survey Provider Enhanced Reports (CASPER), and Florida's health providers' emergency reporting system. PBJ provided estimates of daily direct-care nurse staffing levels for registered nurses, licensed practical nurses, and certified nursing assistants. CASPER reported facility-level characteristics such as profit status, chain membership, and special care unit availability. Florida's emergency reporting system identified evacuation status during Hurricane Irma. Linear mixed-effects models were used to estimate the unique contribution of evacuation status on daily staffing increases over time from September 3 to 10. RESULTS: Among all facilities, we found significant increases in staffing for licensed practical nurses (p = 0.02) and certified nursing assistants (p < 0.001), but not for registered nurses (p = 0.10) before Hurricane Irma made landfall. From 1 week before landfall to 2 weeks after landfall (September 3-24), an additional estimated $2.41 million was spent on direct-care nurse staffing. In comparison to facilities that sheltered-in-place, evacuated facilities increased staffing levels of all nurse types (all p < 0.001). At landfall, evacuated facilities spent an estimated $93.74 on nurse staffing per resident whereas facilities that sheltered-in-place spent $76.10 on nurse staffing per resident. CONCLUSION: NHs face unprecedented challenges during hurricanes, including maintaining adequate direct-care nurse staffing levels to meet the needs of their residents. NHs that evacuated residents had an increase in direct-care nurse staffing that was greater than that seen in NHs that sheltered-in-place.

Factors Associated With Self-Perceived Hearing Handicap in Adults From Hispanic/Latino Background: Findings From the Hispanic Community Health Study/Study of Latinos.

OBJECTIVES: We sought to determine what factors, including acculturation (language and social contact preferences), were associated with self-perceived hearing handicap among adults from Hispanic/Latino background. We utilized the Aday-Andersen behavioral model of health services utilization to frame our hypotheses that predisposing characteristics (age, sex, education, city of residence, Hispanic/Latino background, and acculturation), enabling resources (annual income and current health insurance coverage), and need (measured hearing loss and self-reported hearing loss) would be related to clinically-significant self-perceived hearing handicap as measured by the Hearing Handicap Inventory - Screening (HHI-S) version. DESIGN: We analyzed baseline data collected from 2008 to 2011 as part of the multisite Hispanic Community Health Study/Study of Latinos. Data were from 6585 adults with hearing loss (defined by a worse-ear 500, 1000, 2000, and 4000 Hz pure-tone average [PTA] of ≥25 dB HL and/or a 4000, 6000, and 8000 Hz high-frequency PTA of ≥25 dB HL) aged 18 to 74 years from various Hispanic/Latino backgrounds. We conducted a series of multivariable logistic regression models examining the roles of independent variables of interest representing predisposing, enabling, and need indicators on the occurrence of clinically-significant self-perceived hearing handicap (e.g., HHI-S score > 8). RESULTS: Among included participants, 953 (14.5%) had an HHI-S score >8. The final model revealed significant associations between predisposing characteristics, enabling resources, need, and HHI-S outcome. Predisposing characteristics and need factors were associated with higher odds of reporting self-perceived hearing handicap (HHI-S score >8) including acculturation as measured by the Short Acculturation Scale for Hispanics (odds ratio [OR] = 1.28, 95% confidence interval [CI]: 1.09-1.50), female sex (OR = 1.72, 95% CI: 1.27-2.33), and poorer worse ear 500, 1000, 2000, and 4000 Hz PTA (OR = 1.02, 95% CI: 1.01-1.03); suggesting that a 5-decibel increase in a person's PTA was consistent with 10% higher odds of a HHI-S score of >8. Greater enabling resources were associated with lower odds of reporting clinically-significant self-perceived hearing handicap: compared with individuals with income <$10,000/year, the multivariable-adjusted OR among individuals with income $40,000 to $7500/year was 0.55 (95% CI: 0.33-0.89) and among individuals with income >$75,000/year was 0.28 (95% CI: 0.13-0.59]; p-trend < 0.0001). CONCLUSIONS: Our findings suggest there are associations between predisposing, enabling and need variables consistent with the Aday-Andersen model and self-perceived hearing handicap among adults from Hispanic/Latino background. The influence of language and culture on perceived hearing loss and associated handicap is complex, and deserves more attention in future studies. Our findings warrant further investigation into understanding the role of language and language access in hearing health care utilization and outcomes, as the current body of literature is small and shows mixed outcomes.

Attitudes toward aging of health professions students: Implications for geriatrics education.

We compared attitudes toward aging of students from several health professions (N = 1,156: 286 medical, 275 pharmacy, 213 undergraduate nursing, 160 graduate nursing, 139 Internal Medicine residents, 49 physical therapy, and 34 physician assistant), and assessed the construct validity of the Image of Aging Scale. Physical therapy and graduate nursing students reported more positive attitudes toward aging in comparison to all other health professions (all p <.001). Differences in attitudes were not strongly affected by demographic variables, clinical exposure, desire to pursue primary care, or interest in providing care to older adults. The Image of Aging Scale yielded good internal reliability and adequate construct validity for health professions students. Health professions students' attitudes toward aging largely reflect the students' professional training, rather than student characteristics or career goals. The Image of Aging Scale is a robust measure of attitudes toward aging in health professions students and in older adults.

Beliefs regarding geriatrics primary care topics among medical students and internal medicine residents.

This study evaluated beliefs regarding 25 content areas essential to the primary care of older adults and attitudes toward aging held by first-yearmedical students and Internal Medicine residents. A survey of 136 medical students and 61 Internal Medicine residents was conducted at an academic health-center. Beliefs were assessed by the 25-item Geriatrics Clinician-Educator Survey. Gap scores reflecting the difference in ratings between self-rated importance and knowledge were calculated. Attitudes toward aging was assessed by the Images of Aging Scale. Students and residents expressed similar beliefs about the importance of content areas, but students provided lower ratings in knowledge. Students reported larger gap scores in areas that reflected general primary care (e.g., chronic conditions, medications), whereas residents reported larger gap scores in areas that reflected specialists' expertise (e.g., driving risk, cognition, psychiatric symptoms). Attitudes toward aging did not differ appreciably between students and residents. Our findings suggest that primary care topics applicable for any age demographic were rated as most important by first-year medical students and Internal Medicine residents. Topics relevant to older populations--particularly those requiring specialists' knowledge of or requiring sensitive discussion with older adults-were rated as less important and were less well-mastered.

Infection Control Citations in Nursing Homes: Compliance and Geographic Variability.

OBJECTIVES: To report the initial compliance with new infection control regulations and geographic disparities in nursing homes (NHs) in the United States. DESIGN: Retrospective cohort study from November 27, 2017 to November 27, 2019. SETTING AND PARTICIPANTS: In total, 14,894 NHs in the continental United States comprising 26,201 inspections and 176,841 deficiencies. METHODS: We measured the cumulative incidence of receiving F880: Infection Prevention and Control deficiencies, geographic variability of F880 citations across the United States, and the scope and severity of the infection control deficiencies. RESULTS: A total of 6164 NHs (41%) in the continental United States received 1 deficiency for F880, and 2300 NHs (15%) were cited more than once during the 2-year period. Geographic variation was evident for F880 deficiencies, ranging from 20% of NHs in North Carolina to 79% of NHs in West Virginia. Between 0% (Vermont) and 33% (Michigan) of states' NHs were cited multiple times over 2 years. Facilities receiving 2 or more F880 deficiencies were more reliant on Medicaid, for-profit, and served more acute residents. Infection Prevention and Control deficiencies were of similar severity but of greater scope in NHs that were cited multiple times. CONCLUSIONS AND IMPLICATIONS: As the coronavirus disease 2019 pandemic challenges hospitals with an increased surge of patients from the community, NHs will be asked to accept convalescing patients who were previously infected with the virus. NHs will need to rely on infection control practices to mitigate the effects of the virus in their facilities. Particular attention to NHs that have fared poorly with repeat infection control practices deficiencies might be a good first step to improving care overall and preventing downstream morbidity and mortality among the highest-risk patients.

Emergency Department Use Among Assisted Living Residents After Hurricane Irma.

OBJECTIVES: Nursing home residents are especially vulnerable to adverse outcomes after a hurricane. Prior research suggests that emergency department (ED) visits increase among community-residing older adults after natural disasters. However, little is known about the impact of hurricanes on the large population of older adults residing in assisted living (AL) settings, particularly the influence of storms on the rates and causes of ED visits. We examined whether rates of ED use for injuries and other medical reasons increased after Hurricane Irma in 2017 among AL residents in Florida. DESIGN: Retrospective cohort study. SETTING AND PARTICIPANTS: Samples of 30,358 Medicare fee-for-service beneficiaries in 2016 and 28,922 beneficiaries in 2017 who resided in Florida AL communities. MEASURES: The number of injury-related and other medical visits per 1,000 person-days within 30 and 90 days of September 1 in 2016 and 2017. We adjusted for age, race, sex, and chronic conditions using linear regression with AL fixed effects. We compared the top 10 primary diagnoses resulting in an ED visit between 2016 and 2017. RESULTS: Adjusted rates of injury-related visits were 12.5% higher at 30 days but did not differ at 90 days. Other medical visits were 12% higher at 30 days in 2017 than in 2016 and 7.7% higher at 90 days. Heart failure was a leading cause of ED visits within 90 days of September 1 in 2017, unlike in 2016. CONCLUSIONS AND IMPLICATIONS: Increased attention should be paid to AL communities in disaster preparedness and response efforts given the increased likelihood of ED visits following a hurricane.

Evaluation of a quality improvement initiative to increase rates of advance directive conversation documentation in primary care.

As life expectancy increases, long periods of comorbidity and low quality of life commonly precede death. Advance care planning within primary care settings is necessary to increase patient agency and prioritize personal wishes. This article disseminates a quality improvement initiative within a federally qualified health center. New procedures were developed to systematically track advance directive conversations using current procedural terminology codes. The systems change resulted in a substantial and sustained increase in advance directive conversation documentation. The increase was presumably due to the implementation of small-scale changes, providers' commitment to geriatric primary care, increases in appointment times, allocation of tasks across disciplines, availability of Spanish speaking staff and translated forms, and the change to record keeping that enabled codes to be easily captured and tracked in the electronic medical record. This work may inform future quality improvement efforts to boost advance care planning among underserved populations in diverse settings.

U.S. State Variation in Frequency and Prevalence of Nursing Home Complaints.

Consumers play a key role in the U.S. nursing home (NH) oversight through a federally established complaint process. However, past variation by state in complaint numbers and rates raised questions about the uniformity of the process. We examined state variation in numbers of complaints at intake and substantiated complaints, percentages of NHs with at least one complaint and one substantiated complaint, number of allegations per complaint, and complaint substantiation rates. We found state variation most prominently at the intake level, ranging from 0.4 to 30.4 complaints per NH. The investigation process appears to reduce this variation: however, variation remains among states in frequency and prevalence of substantiated complaints. Further work is needed to ensure federal standards concerning the handling of consumer complaints are applied equally across the states. This includes policies affecting how complaints are initially filed, in addition to how complaints are investigated.