Costs of care trajectories of people with dementia compared with matched controls. Longitudinal analysis of linked health and administrative data.

OBJECTIVES: To provide insight into the health and social care costs during the disease trajectory in persons with dementia and the impact of institutionalization and death on healthcare costs compared with matched persons without dementia. METHODS: Electronic health record data from family physicians were linked with national administrative databases to estimate costs of primary care, medication, secondary care, mental care, home care and institutional care for people with dementia and matched persons from the year before the recorded dementia diagnosis until death or a maximum of 4 years after the diagnosis. RESULTS: Total mean health and social care costs among persons with dementia increased substantially during the disease trajectory, mainly due to institutional care costs. For people who remained living in the community, mean health and social care costs are higher for people with dementia than for those without dementia, while for those who are admitted to a long-term care facility, mean health and social care costs are higher for people without dementia than for those with dementia. CONCLUSIONS: The steep rise in health and social care costs across the dementia care trajectory is mainly due to increasing costs for institutional care. For those remaining in the community, home care costs and hospital care costs were the main cost drivers. Future research should adopt a societal perspective to investigate the influence of including social costs.

Place of Death for Adults Receiving Specialist Palliative Care in Their Last 3 Months of Life: Factors Associated With Preferred Place, Actual Place, and Place of Death Congruence.

Objectives: Congruence between the preferred and actual place of death is recognised as an important quality indicator in end-of-life care. However, there may be complexities about preferences that are ignored in summary congruence measures. This article examined factors associated with preferred place of death, actual place of death, and congruence for a sample of patients who had received specialist palliative care in the last three months of life in Ireland. Methods: This article analysed merged data from two previously published mortality follow-back surveys: Economic Evaluation of Palliative Care in Ireland (EEPCI); Irish component of International Access, Rights and Empowerment (IARE I). Logistic regression models examined factors associated with (a) preferences for home death versus institutional setting, (b) home death versus hospital death, and (c) congruent versus non-congruent death. Setting: Four regions with differing levels of specialist palliative care development in Ireland. Participants: Mean age 77, 50% female/male, 19% living alone, 64% main diagnosis cancer. Data collected 2011-2015, regression model sample sizes: n = 342-351. Results: Congruence between preferred and actual place of death in the raw merged dataset was 51%. Patients living alone were significantly less likely to prefer home versus institution death (OR 0.389, 95%CI 0.157-0.961), less likely to die at home (OR 0.383, 95%CI 0.274-0.536), but had no significant association with congruence. Conclusions: The findings highlight the value in examining place of death preferences as well as congruence, because preferences may be influenced by what is feasible rather than what patients would like. The analyses also underline the importance of well-resourced community-based supports, including homecare, facilitating hospital discharge, and management of complex (eg, non-cancer) conditions, to facilitate patients to die in their preferred place.

Do People Prefer Home Palliative Care? A Survey Study and Assessment of Associated Factors in China.

Objectives: This study examined people's preference for the location to receive palliative care services and determined the associated factors. Methods: A questionnaire with reference to the Chinese version of the Hospice Attitude Scale and the Death Correspondence Scale was designed, piloted, revised, and distributed online and in person to collect data (N = 762). Binary logistic regression was used to analyze the effects of relevant factors. Results: The average age of the participants was 38.1, with a relatively even gender distribution. Over 90% of the participants were either single/never married (44.9%) or married with children (46.0%). 58.1% of the respondents (N = 428) indicated that they would like to receive palliative care at home, compared to 41.9% who preferred receiving such care in institutions or other places (N = 309). Each time people's attitudes toward death became one point more positive, they were 10.2% more likely to choose to receive palliative care services at home. People with a neutral attitude toward palliative care, single/never married or divorced with children, and having/had an occupation in health and social work had higher odds of preferring receiving palliative care at home. Those who had poor self-rated health or with an educational background of primary school or lower or some college had lower odds of preferring receiving palliative care at home. Conclusions: The research showed that attitudes toward death and other factors were associated with people's preferences for palliative care locations. More accessible and affordable community-based and home-based palliative care services should be further explored and provided.

Crianças e adolescentes com necessidades especiais de saúde: o cuidado nos serviços de atenção domiciliar / Niños y adolescentes con necesidades especiales de salud: cuidado en los servicios de atención a domicilio / Children and adolescents with special healthcare needs: care in home care services

RESUMO Objetivo descrever o cuidado prestado às crianças com necessidades especiais de saúde nos Serviços de Atenção Domiciliar do estado de Mato Grosso do Sul. Métodos pesquisa quantitativa, descritiva e exploratória. Os participantes do estudo foram profissionais dos Serviços de Atenção Domiciliar do Mato Grosso do Sul. A coleta de dados se deu com a aplicação de dois formulários on-line, no período de 2019 a 2020. Um dos formulários tinha dados descritivos dos serviços e seus atendimentos; o outro se voltava para a validação de protocolo de fluxo de atenção domiciliar às crianças. Para análise de dados, utilizou-se a estatística descritiva. Resultados houve uma predominância de 25 crianças com paralisia cerebral, sendo que a maioria foi classificada como média complexidade, de acordo com a complexidade e as demandas de cuidados. Os profissionais realizam orientações, procedimentos e avaliação, além de serem responsáveis pelo treinamento da família. Os serviços não possuem protocolo de fluxo para atendimento das crianças. Conclusão Implicações para Prática embora os serviços apresentem capacidade de ampliação do atendimento e utilizem o Plano Terapêutico Singular, avanços na assistência às crianças e famílias ainda se fazem necessários. Recomenda-se a elaboração de protocolos de fluxo e propostas organizativas que auxiliem os profissionais em sua prática.

RESUMEN Objetivo Descrever a atención prestada a niños con necesidades especiales de salud en los Servicios de Atención Domiciliaria del Estado de Mato Grosso do Sul. Métodos investigação cuantitativa, descritiva e exploratoria. Los participantes del estudio fueron profesionales de los servicios de atención domiciliaria de Mato Grosso do Sul. La recolección de datos ocurrió a través de la aplicación de dos formularios en línea, de 2019 a 2020, uno con datos descriptivos de los servicios y su atención y el otro para la validación del protocolo para el flujo de atención domiciliaria a los niños. Se utilizó estadística descriptiva para el análisis de datos. Resultados hubo un predominio de 25 niños con parálisis cerebral. La mayoría clasificó como mediana complejidad de acuerdo a la complejidad y demandas de atención. The professionals carry out lineamientos, procedures, evaluation and are responsible for training the family. Los servicios no cuentan con un protocolo de flujo para la atención de niños. Conclusion Implications for Practice Although the services have the capacity to expand care and use the Singular Therapeutic Plan, advances in the care of the child and the family are still needed. The development of flow protocols and organizational proposals that help professionals in their practice are recommended.

ABSTRACT Objective to describe the care provided to children with special health needs in the Home Care Services of the State of Mato Grosso do Sul - Brazil. Methods research, descriptive and exploratory. Study participants were professionals from home care services in Mato Grosso do Sul. Data collection took place through the application of two online forms, from 2019 to 2020, one containing descriptive data of the services and their care and the other for validation of the home care flow protocol for children. It was used for data analysis and descriptive statistics. Results there was a predominance of 25 children with brain flexibility. Most classified as complex average according to the complexity and demands of care. Professionals and guidelines, procedures, assessment are responsible for training the family. The services do not have a flow protocol for the care of children. Conclusion Implications for Practice Services Present ability to deliver care and use the care plan and single use, advances in child care and solutions may still be presented. There is a practice of elaborating flow protocols and organization proposals that help professionals in their.

A Comparison of Home Health Utilization, Outcomes, and Cost Between Medicare Advantage and Traditional Medicare.

BACKGROUND: Home health use is rising rapidly in the United States as the population ages, the prevalence of chronic disease increases, and older Americans express their desire to age at home. Enrollment in Medicare Advantage (MA) plans rather than Traditional Medicare (TM) has grown as well, from 13% of total Medicare enrollment in 2004 to 39% in 2020. Despite these shifts, little is known about outcomes and costs following home health in MA as compared with TM. OBJECTIVE: The objective of this study was to measure the association of MA enrollment with outcomes and costs for patients using home health. DESIGN: This was a retrospective cohort study. PARTICIPANTS: Patients enrolled in plans offered by 1 large, national MA organization and patients enrolled in TM, with at least 1 home health visit between January 1, 2017, and June 30, 2018. EXPOSURE: MA enrollment. MAIN MEASURES: We compared the intensity of home health services and types of care delivered. The main outcome measures were hospitalization, the proportion of days in the home, and total allowed costs during the 180-day period following the first qualifying home health visit during the study period. KEY RESULTS: Among patients who used home health, our models demonstrated enrollment in MA was associated with 14%, and 6% decreased odds of 60- and 180-day hospitalization, respectively, a 12.8% and 14.7% decrease in medical costs exclusive and inclusive of home health costs, respectively, and a 0.27% increase in the proportion of days at home during the 180-day follow-up, equivalent to an additional half-day at home. There were few differences in home health care delivered for MA and TM [mean number of visits in the first episode of care (17.1 vs. 17.3) and mean visits per week (3.2 vs. 3.3)]. The mean number of visits by visit type and percent of patients with each type was similar between MA and TM as well. CONCLUSIONS: Compared with enrollment in TM, enrollment in MA was associated with improved patient-centered outcomes and lower cost and utilization, despite few differences in the way home health was delivered. These findings might be explained by structural components of MA that encourage better care management, but further investigation is needed to clarify the mechanisms by which MA enrollment may lead to higher value home health care.

Home Treatment Compared to Initial Hospitalization in Normotensive Patients with Acute Pulmonary Embolism in the Netherlands: A Cost Analysis.

BACKGROUND: Venous thromboembolism constitutes substantial health care costs amounting to approximately 60 million euros per year in the Netherlands. Compared with initial hospitalization, home treatment of pulmonary embolism (PE) is associated with a cost reduction. An accurate estimation of cost savings per patient treated at home is currently lacking. AIM: The aim of this study was to compare health care utilization and costs during the first 3 months after a PE diagnosis in patients who are treated at home versus those who are initially hospitalized. METHODS: Patient-level data of the YEARS cohort study, including 383 normotensive patients diagnosed with PE, were used to estimate the proportion of patients treated at home, mean hospitalization duration in those who were hospitalized, and rates of PE-related readmissions and complications. To correct for baseline differences within the two groups, regression analyses was performed. The primary outcome was the average total health care costs during a 3-month follow-up period for patients initially treated at home or in hospital. RESULTS: Mean hospitalization duration for the initial treatment was 0.69 days for those treated initially at home (n = 181) and 4.3 days for those initially treated in hospital (n = 202). Total average costs per hospitalized patient were €3,209 and €1,512 per patient treated at home. The adjusted mean difference was €1,483 (95% confidence interval: €1,181-1,784). CONCLUSION: Home treatment of hemodynamically stable patients with acute PE was associated with an estimated net cost reduction of €1,483 per patient. This difference underlines the advantage of triage-based home treatment of these patients.

Trends in Health Care Use and Spending for Young Children With Neurologic Impairment.

BACKGROUND AND OBJECTIVES: Children with neurologic impairment (NI) are a growing subset of children who frequently use health care. We examined health care use and spending trends across services for children with NI during their first 5 years of life. METHODS: This was a retrospective study of 13 947 children with NI in the multistate IBM Medicaid MarketScan Database (2009-2017). We established birth cohorts of children with NI and analyzed claims from birth to 5 years. NI, identified by using International Classification of Diseases, 9th Revision, diagnosis codes, was defined as ≥1 neurologic diagnosis that was associated with functional and/or intellectual impairment. We measured annual health care use and per-member-per-year spending by inpatient, emergency department (ED), and outpatient services. Population trends in use and spending were assessed with logistic and linear regression, respectively. RESULTS: During their first versus fifth year, 66.8% vs 5.8% of children with NI used inpatient services, and 67.8% vs 44.4% used ED services. Annual use in both categories decreased over 0-5 years (inpatient odds ratio: 0.35, 95% confidence interval: 0.34 to 0.36; ED odds ratio: 0.78, 95% confidence interval: 0.77 to 0.79). The use of outpatient services (primary care, specialty care, home health) decreased gradually. Per-member-per-year spending on inpatient services remained the largest spending category: $83 352 (90.2% of annual spending) in the first year and $1944 (25.5%) in the fifth year. CONCLUSIONS: For children with early-onset NI from 0-5 years, use and spending on inpatient services decreased dramatically; ED and outpatient service use decreased more gradually. These findings may help systems, clinicians, and families optimize care by anticipating and adjusting for shifting use of health care services.

Within and across country variations in treatment of patients with heart failure and diabetes.

OBJECTIVE: To compare within-country variation of health care utilization and spending of patients with chronic heart failure (CHF) and diabetes across countries. DATA SOURCES: Patient-level linked data sources compiled by the International Collaborative on Costs, Outcomes, and Needs in Care across nine countries: Australia, Canada, England, France, Germany, New Zealand, Spain, Switzerland, and the United States. DATA COLLECTION METHODS: Patients were identified in routine hospital data with a primary diagnosis of CHF and a secondary diagnosis of diabetes in 2015/2016. STUDY DESIGN: We calculated the care consumption of patients after a hospital admission over a year across the care pathway-ranging from primary care to home health nursing care. To compare the distribution of care consumption in each country, we use Gini coefficients, Lorenz curves, and female-male ratios for eight utilization and spending measures. PRINCIPAL FINDINGS: In all countries, rehabilitation and home nursing care were highly concentrated in the top decile of patients, while the number of drug prescriptions were more uniformly distributed. On average, the Gini coefficient for drug consumption is about 0.30 (95% confidence interval (CI): 0.27-0.36), while it is, 0.50 (0.45-0.56) for primary care visits, and more than 0.75 (0.81-0.92) for rehabilitation use and nurse visits at home (0.78; 0.62-0.9). Variations in spending were more pronounced than in utilization. Compared to men, women spend more days at initial hospital admission (+5%, 1.01-1.06), have a higher number of prescriptions (+7%, 1.05-1.09), and substantially more rehabilitation and home care (+20% to 35%, 0.79-1.6, 0.99-1.64), but have fewer visits to specialists (-10%; 0.84-0.97). CONCLUSIONS: Distribution of health care consumption in different settings varies within countries, but there are also some common treatment patterns across all countries. Clinicians and policy makers need to look into these differences in care utilization by sex and care setting to determine whether they are justified or indicate suboptimal care.

Pain treatment and functional improvement in home health care: Relationship with dementia.

BACKGROUND: Pain management is important to post-acute functional recovery, yet older persons with Alzheimer's disease and related dementias (ADRD) are often undertreated for pain. The main objectives were (1) to examine the relationship between ADRD and analgesic use among Medicare home health care (HHC) recipients with daily interfering pain, and (2) to examine the impact of analgesic use on functional outcome in patients with and without ADRD. METHODS: We analyzed longitudinal data from the Outcome and Assessment Information Set, Medicare HHC claims, and HHC electronic medical records during a 60-day HHC episode. The sample included 6048 Medicare beneficiaries ≥65 years receiving care from an HHC agency in New York in 2019 who reported daily interfering pain. Analgesic use was assessed during HHC medication reconciliation and included any analgesic, non-opioid analgesic, and opioid. ADRD was identified from ICD-10 codes (HHC claims) and cognitive impairment symptoms (Outcome and Assessment Information Set [OASIS]). Functional outcome was measured as change in the composite Activity of Daily Living (ADL) limitation score in the HHC episode. RESULTS: ADRD was related to a lower likelihood of using any analgesic (odds ratio [OR] = 0.66, 95% confidence interval [CI]: 0.49, 0.90, p = 0.008) and opioids (OR = 0.54, 95% CI: 0.47, 0.62, p < 0.001), but not related to non-opioid analgesic use (OR = 0.94, 95% CI: 0.74, 1.18, p = 0.58). Stratified analyses showed that any analgesic use (ß = -0.43, 95% CI: -0.73, -0.13, p = 0.004) and non-opioid analgesic use (ß = -0.31, 95% CI: -0.56, -0.06, p = 0.016) were associated with greater ADL improvement in patients with ADRD, but not in patients without ADRD. Opioid use was not significantly related to ADL improvement regardless of ADRD status. CONCLUSIONS: HHC patients with ADRD may be undertreated for pain, yet pain treatment is essential for functional improvement in HHC. HHC clinicians and policymakers should ensure adequate pain management for older persons with ADRD for improved functional outcomes.

Decline in the Incidence of Neonatal Sepsis in Rural Gadchiroli, India During the Twenty-one Years (1998-2019) Following the Home-based Neonatal Care Field-trial.

BACKGROUND: Sepsis is a leading cause of neonatal mortality globally. The home-based neonatal care (HBNC) field trial (1995-1998) in rural Gadchiroli demonstrated a reduction in the incidence of neonatal sepsis. The current study examines the trend of neonatal sepsis during the twenty-one years (1998-2019) following the trial's completion. METHODS: We conducted a retrospective cohort study based on the HBNC program data in rural Gadchiroli, India, from April 1998 to March 2019. All live-born neonates who spent all or part of the neonatal period in the 39 study villages and received HBNC were eligible for inclusion. Sepsis was diagnosed during regular home visits by trained village health workers if pre-specified clinical criteria were present. Sepsis incidence was computed for seven 3-year periods. Trend analyses were conducted using the Mann-Kendall test. RESULTS: Of the total 17,289 live births, 16,339 (94.5%) home visited were included. In this cohort, 1069 (65 per 1000 live births) neonates were diagnosed with sepsis. The incidence of neonatal sepsis declined from 111 per 1000 live births in 1998 to 2001 to 19 per 1000 live births in 2016 to 2019, an 82.9% decrease (P < 0.0001), mean 4% decrease per year. The incidence of neonatal sepsis declined for early-onset sepsis (P < 0.0001), late-onset sepsis (P < 0.0001), home births (P = 0.006), facility births (P < 0.0001), preterm neonates (P < 0.0001) and full-term neonates (P < 0.0001). CONCLUSIONS: The incidence of neonatal sepsis in rural Gadchiroli has continued to decline during the past twenty-one years. We hypothesize that the decline is due to the ongoing practice of HBNC, improved socioeconomic conditions, and new governmental health policies.

Acute Care Reimagined: Home Hospital Care Can Support the Triple Aim and Reduce Health Disparities.

EXECUTIVE SUMMARY: Home hospital care (HHC) is a new and exciting concept that holds the promise of achieving all three components of the Triple Aim and reducing health disparities. As an innovative care delivery model, HHC substitutes traditional inpatient hospital care with hospital care at home for older patients with certain conditions. Studies have shown evidence of reduced cost of care, improved patient satisfaction, and enhanced quality and safety of care for patients treated through this model. The steady growth in Medicare Advantage enrollment and the expansion in 2020 of the Centers for Medicare & Medicaid Services (CMS) Hospitals Without Walls program to include acute hospital care at home creates an opportunity for hospitals to implement such programs and be financially rewarded for reducing costs. Capacity constraints exacerbated by the COVID-19 pandemic suggest that now is the ideal time for healthcare leaders to test and advance the concept of HHC in their communities.

Association of Costs and Days at Home With Transfer Hospital in Home.

Importance: New Centers for Medicare & Medicaid Services waivers created a payment mechanism for hospital at home services. Although it is well established that direct admission to hospital at home from the community as a substitute for hospital care provides superior outcomes and lower cost, the effectiveness of transfer hospital at home-that is, completing hospitalization at home-is unclear. Objective: To evaluate the outcomes of the transfer component of a Veterans Affairs (VA) Hospital in Home program (T-HIH), taking advantage of natural geographical limitations in a program's service area. Design, Setting, and Participants: In this quality improvement study, T-HIH was offered to veterans residing in Philadelphia, Pennsylvania, and their outcomes were compared with those of propensity-matched veterans residing in adjacent Camden, New Jersey, who were admitted to the VA hospital from 2012 to 2018. Data analysis was performed from October 2019 to May 2020. Intervention: Enrollment in the T-HIH program. Main Outcomes and Measures: The main outcomes were hospital length of stay, 30-day and 90-day readmissions, VA direct costs, combined VA and Medicare costs, mortality, 90-day nursing home use, and days at home after hospital discharge. An intent-to-treat analysis of cost and utilization was performed. Results: A total of 405 veterans (mean [SD] age, 66.7 [0.83] years; 399 men [98.5%]) with medically complex conditions, primarily congestive heart failure and chronic obstructive pulmonary disease exacerbations (mean [SD] hierarchical condition categories score, 3.54 [0.16]), were enrolled. Ten participants could not be matched, so analyses were performed for 395 veterans (all of whom were men), 98 in the T-HIH group and 297 in the control group. For patients in the T-HIH group compared with the control group, length of stay was 20% lower (6.1 vs 7.7 days; difference, 1.6 days; 95% CI, -3.77 to 0.61 days), VA costs were 20% lower (-$5910; 95% CI, -$13 049 to $1229), combined VA and Medicare costs were 22% lower (-$7002; 95% CI, -$14 314 to $309), readmission rates were similar (23.7% vs 23.0%), the numbers of nursing home days were significantly fewer (0.92 vs 7.45 days; difference, -6.5 days; 95% CI, -12.1 to -0.96 days; P = .02), and the number of days at home was 18% higher (81.4 vs 68.8 days; difference, 12.6 days; 95% CI, 3.12 to 22.08 days; P = .01). Conclusions and Relevance: In this study, T-HIH was significantly associated with increased days at home and less nursing home use but was not associated with increased health care system costs.

The Development and Operation of a Home Management System during the COVID-19 Pandemic: Experience of the Local Government Gyeonggi-do in Korea.

During the three the coronavirus disease 2019 (COVID-19) surges in South Korea, there was a shortage of hospital beds for COVID-19 patients, and as a result, there were cases of death while waiting for hospitalization. To minimize the risk of death and to allow those confirmed with COVID-19 to safely wait for hospitalization at home, the local government of Gyeonggi-do in South Korea developed a novel home management system (HMS). The HMS team, comprised of doctors and nurses, was organized to operate HMS. HMS provided a two-way channel for the taskforce and patients to monitor the severity of patient's condition and to provide healthcare counseling as needed. In addition, the HMS team cooperated with a triage/bed assignment team to expedite the response in case of an emergency, and managed a database of severity for real-time monitoring of patients. The HMS became operational for the first time in August 2020, initially managing only 181 patients; it currently manages a total of 3,707 patients. The HMS supplemented the government's COVID-19 confirmed case management framework by managing patients waiting at home for hospitalization due to lack of hospital and residential treatment center beds. HMS also could contribute a sense of psychological stability in patients and prevented the situation from worsening by efficient management of hospital beds and reduction of workloads on public healthcare centers. To stabilize and improve the management of COVID-19 confirmed cases, governments should organically develop self-treatment and HMS, and implement a decisive division of roles within the local governments.

Health care utilization in medically complex people living with HIV before and after admission to an HIV-specific community facility: a pre-post comparison study.

BACKGROUND: People living with HIV and multiple comorbidities have high rates of health service use. This study evaluates system usage before and after admission to a community facility focused on HIV care. METHODS: We used Ontario administrative health databases to conduct a pre-post comparison of rates and costs of hospital admissions, emergency department visits, and family physician and home care visits among medically complex people with HIV in the year before and after admission to Casey House, an HIV-specific hospital in Toronto, for all individuals admitted between April 2009 and March 2015. Negative binomial regression was used to compare rates of health care utilization. We used Wilcoxon rank sum tests to compare associated health care costs, standardized to 2015 Canadian dollars. To contextualize our findings, we present rates and costs of health service use among Ontario residents living with HIV. RESULTS: During the study period, 268 people living with HIV were admitted to Casey House. Emergency department use declined from 4.6 to 2.5 visits per person-year (p = 0.02) after discharge from Casey House, and hospitalization rates declined from 1.4 to 1.1 admissions per person-year (p = 0.05). Conversely, home care visits increased from 24.3 to 35.6 visits per person-year (p = 0.01) and family physician visits increased from 18.3 to 22.6 visits per person-year (p < 0.001) in the year after discharge. These changes were associated with reduced overall costs to the health care system. The reduction in overall costs was not significant (p = 0.2); however, costs of emergency department visits (p < 0.001) and physician visits (p < 0.001) were significantly less. INTERPRETATION: Health care utilization by people with HIV was significantly different before and after admission to a community hospital focused on HIV care. This has implications for health care in other complex patient populations.

Gemelli decision tree Algorithm to Predict the need for home monitoring or hospitalization of confirmed and unconfirmed COVID-19 patients (GAP-Covid19): preliminary results from a retrospective cohort study.

OBJECTIVE: To develop a deep learning-based decision tree for the primary care setting, to stratify adult patients with confirmed and unconfirmed coronavirus disease 2019 (COVID-19), and to predict the need for hospitalization or home monitoring. PATIENTS AND METHODS: We performed a retrospective cohort study on data from patients admitted to a COVID hospital in Rome, Italy, between 5 March 2020 and 5 June 2020. A confirmed case was defined as a patient with a positive nasopharyngeal RT-PCR test result, while an unconfirmed case had negative results on repeated swabs. Patients' medical history and clinical, laboratory and radiological findings were collected, and the dataset was used to train a predictive model for COVID-19 severity. RESULTS: Data of 198 patients were included in the study. Twenty-eight (14.14%) had mild disease, 62 (31.31%) had moderate disease, 64 (32.32%) had severe disease, and 44 (22.22%) had critical disease. The G2 value assessed the contribution of each collected value to decision tree building. On this basis, SpO2 (%) with a cut point at 92 was chosen for the optimal first split. Therefore, the decision tree was built using values maximizing G2 and LogWorth. After the tree was built, the correspondence between inputs and outcomes was validated. CONCLUSIONS: We developed a machine learning-based tool that is easy to understand and apply. It provides good discrimination in stratifying confirmed and unconfirmed COVID-19 patients with different prognoses in every context. Our tool might allow general practitioners visiting patients at home to decide whether the patient needs to be hospitalized.

Patient-Directed Home Drain Removal in Head and Neck Surgery.

OBJECTIVES/HYPOTHESIS: The purpose of this study was to evaluate the efficacy and safety of at home drain removal in head and neck surgery patients. METHODS: The study population included patients who underwent head and neck surgery at an academic tertiary care center between February 2020 and November 2020 and were discharged with one to four drains with instructions for home removal. Prior to discharge, patients received thorough drain removal education. Patients were prospectively followed to evaluate for associated outcomes. RESULTS: One hundred patients were evaluated in the study. There was record for ninety-seven patients receiving education at discharge. The most common methods of education were face-to-face education and written instructions with educational video link provided. Of 123 drains upon discharge, 110 drains (89.4%) were removed at home while 13 (10.6%) were removed in office. Most drains were located in the neck (86.4%). There was one seroma, two hematomas, two drain site infections, and five ED visits; however, none of these complications were directly associated with the action of drain removal at home. Calculated cost savings for travel and lost wages was $259.82 per round trip saved. CONCLUSIONS: The results demonstrate that home drain removal can provide a safe and efficacious option for patients following head and neck surgery. This approach was safe and associated with patient cost savings and better utilization of provider's time. Furthermore, patients and healthcare providers avoided additional in-person encounters and exposures during the COVID-19 pandemic. Our findings warrant further investigation into cost savings and formal patient satisfaction associated with home drain removal. LEVEL OF EVIDENCE: 4 Laryngoscope, 131:2471-2477, 2021.

VA home-based primary care interdisciplinary team structure varies with Veterans' needs, aligns with PACE regulation.

BACKGROUND: Interdisciplinary team (IDT) care is central to home-based primary care (HBPC) of frail elders. Traditionally, all HBPC disciplines managed a patient (Full IDT), a costly approach to maintain. The recent PACE (Program of All-inclusive Care for the Elderly) regulation provides for a flexible approach of annual assessments from a core team with involvement of additional disciplines dependent upon patient needs (Core+). Current Department of Veterans Affairs (VA) HBPC guidance specifies Full IDTs care for medically complex and functionally impaired Veterans similar to PACE participants. We evaluated whether VA HBPC has adopted the flexible structure of the PACE regulation, aligned to Veteran needs. DESIGN: Cross-sectional analysis. SETTING: All 139 VA HBPC programs administered across 379 sites. PARTICIPANTS: About 55,173 Veterans enrolled in HBPC during fiscal year 2018. MEASUREMENTS: Patients' HBPC physician, nurse, psychologist/psychiatrist, social worker, therapist, dietitian, and pharmacist visits were grouped into interdisciplinary team types. Patient frailty was classified using VA HNHR v2 (High-Need High-Risk version 2, a measure of high, medium, and low risk of long-term institutionalization). Medical complexity was measured by clusters of impairment in the JEN frailty index (JFI). JFI clusters were validated by VA's Nosos measure to project cost and Care Assessment Need (CAN) measure of hospitalization and mortality risk. RESULTS: HBPC provided Full IDT care to 21%, Core+ care to 54%, and Home Health+ (HHA+) care (skilled home health services plus additional disciplines, without primary care) to 16% of Veterans. Team type was associated with medical complexity (X2 2863.5 [66 df], p < 0.0001). High-risk Veterans (72% of sample) were more likely to receive Full IDT care (X2 62.9, 1 df), p < 0.0001), while low-risk Veterans (28%) were more likely to receive HHA+ care (X2 314.8, 1 df, p < 0.0001). CONCLUSION: There is a strong association between HBPC team patterns and patient frailty, indicating tailoring of care to match Veteran needs.

Health Care Use and Out-of-pocket Spending by Persons With Dementia Differ Between Europe and the United States.

BACKGROUND: Persons with dementia need much care, but what care is used and how the burden of financing is divided between persons with dementia, caregivers, and public programs may differ between countries. OBJECTIVE: The objective of this study was to compare how health care use and out-of-pocket (OOP) spending associated with dementia differ between the United States and Europe, with and without controlling for background characteristics. RESEARCH DESIGN: We use prospectively collected survey data from the United States-based Health and Retirement Study (n=48,877) and the Survey of Health, Ageing, and Retirement in Europe (n=98,971) including all adults over the age of 70 years. Dementia status is imputed using a validated algorithm. After first reporting the observed differences in care use, we analyze how care use is associated with dementia using multivariate regressions, controlling for other health conditions and background characteristics. RESULTS: Persons with dementia in the United States use 50% less formal home care per year than persons living with dementia in Europe [mean (SD)=236.8 h (1047.4) vs. 463.3 h (1371.2)], but use more nursing home care [75.1 d (131.4) vs. 45.5 d (119.4)). Dementia is associated with higher OOP spending in the United States than Europe [4406 USD (95% confidence interval, 3914-4899) vs. 246 USD (73-418)-2017 price levels]. CONCLUSIONS: Health care use and OOP spending differ between Europe and the United States. The far greater reliance on nursing home care in the United States likely causes much higher expenditures for people with dementia and insurance programs alike.

A SBM-DEA based performance evaluation and optimization for social organizations participating in community and home-based elderly care services.

The community and home-based elderly care service system has been proved an effective pattern to mitigate the elderly care dilemma under the background of accelerating aging in China. In particular, the participation of social organizations in community and home-based elderly care service has powerfully fueled the multi-supply of elderly care. As the industry of the elderly care service is in the ascendant, the management lags behind, resulting in the waste of significant social resources. Therefore, performance evaluation is proposed to resolve this problem. However, a systematic framework for evaluating performance of community and home-based elderly care service centers (CECSCs) is absent. To overcome this limitation, the SBM-DEA model is introduced in this paper to evaluate the performance of CECSCs. 186 social organizations in Nanjing were employed as an empirical study to develop the systematic framework for performance evaluation. Through holistic analysis of previous studies and interviews with experts, a systematic framework with 33 indicators of six dimensions (i.e., financial management, hardware facilities, team building, service management, service object and organization construction) was developed. Then, Sensitivity Analysis is used to screen the direction of performance optimization and specific suggestions were put forward for government, industrial associations and CECSCs to implement. The empirical study shows the proposed framework using SBM-DEA and sensitivity analysis is viable for conducting performance evaluation and improvement of CECSCs, which is conducive to the sustainable development of CECSCs.