Patient preferences for the provision of NHS medicines helpline services: a discrete choice experiment.

Introduction: Patient medicines helpline services (PMHS) can reduce harm and improve medicines adherence and patient satisfaction after hospital discharge. There is little evidence of which PMHS attributes are most important to patients. This would enable PMHS providers to prioritise their limited resources to maximise patient benefit. Methods: Patient preferences for PMHS attributes were measured using a discrete choice experiment. Seven attributes were identified from past research, documentary analysis and stakeholder consultation. These were used to produce a D-efficient design with two blocks of ten choice sets incorporated into an online survey. Adults in the UK who took more than one medicine were eligible to complete the survey and were recruited via the Research for the Future database. Preferences were estimated using conditional logistic regression. Associations between participant characteristics and preferences were investigated with latent class models. Results: 460 participants completed the survey. The most valued attributes were weekend opening (willingness-to-pay, WTP: £11.20), evening opening (WTP: £8.89), and receiving an answer on the same day (WTP: £9.27). Alternative contact methods, immediate contact with a pharmacist and helpline location were valued less. Female gender and full-time work were associated with variation in preferences. For one latent class containing 27% of participants, PMHS location at the patient's hospital was the most valued attribute. Discussion: PMHS providers should prioritise extended opening hours and answering questions on the same day. Limitations include a non-representative sample in terms of ethnicity, education and geography, and the exclusion of people without internet access.

The safety of same-day discharge following percutaneous coronary intervention in regional Australia.

BACKGROUND: Same-day discharge (SDD) following percutaneous coronary intervention (PCI) has proven safe, and global adoption of this strategy has been increasing rapidly. These data are predominantly derived from high-volume, metropolitan centres with a relative paucity of data from regional and remote settings. AIMS: The primary objective of this study was to evaluate the outcomes of a same-day, criteria-led discharge strategy following elective transradial PCI in a regional setting. METHODS: This is a retrospective, single-centre cohort study. Consecutive outpatients aged ≥18 years presenting for elective transradial invasive coronary angiography between March 2019 and February 2024 were included in the analysis. We report the primary composite outcome of 30-day all-cause mortality and unplanned hospital readmission and compare proportions between those who were discharged on the day of their procedure with those admitted overnight in hospital and discharged the next day. RESULTS: A total of 555 eligible patients were identified, of which 330 (60%) were discharged on the day of their procedure. The composite primary end-point occurred in seven (2%) of the SDD patients and in six (3%) of the overnight admission patients (relative risk = 0.80; 95% confidence interval = 0.27-2.34; P = 0.68). No significant differences were seen in rates of readmission, or in other clinical outcomes assessed, including death, myocardial infarction, stroke and vascular complications or bleeding. CONCLUSION: In a regional setting, SDD following elective transradial PCI, in select patients, is a safe approach which was not associated with higher rates of unplanned readmission or adverse clinical outcomes.

Discharge Follow-Up of Patients in Primary Care Does Not Meet Their Care Needs: Results of a Longitudinal Multicentre Study.

Adequate coordination between healthcare levels has been proven to improve clinical indicators, care costs, and user satisfaction. This is more relevant to complex or vulnerable patients, who often require increased care. This study aims to evaluate the differences between hospital discharge follow-up indicators, including number of general practitioners' (GPs) and community nurses' (CNs) consultations, presentiality of consultations, type of first post-discharge consultation, and time between hospital discharge and first consultation. Vulnerable and non-vulnerable patients were compared. A longitudinal retrospective study was carried out in the north of Tenerife on the post-discharge care of patients discharged from the Canary Islands University Hospital (Spanish acronym HUC) between 1 January 2018 and 31 December 2022. The results obtained show deficiencies in the care provided to patients by primary care (PC) after being discharged from the hospital, including delayed first visits, low presentiality of those visits that were less frequent even with increased patient complexity, scarce first home visits to functionally impaired patients and delays in such visits, and a lack of priority visits to patients with increased follow-up needs. Addressing these deficiencies could help those most in need of care to receive PC, thus reducing inequalities and granting equal access to healthcare services in Spain.

Prevalence of potentially inappropriate medications and prescription dynamics in elderly hospitalized patients in Spain.

PURPOSE: In recent years, the need for a more appropriate prescription of medications in the older population has emerged as a significant public health concern. In this study, we aimed to evaluate the prevalence of potentially inappropriate medications (PIM) in hospitalized adults aged ≥ 75. PATIENTS AND METHODS: This was a retrospective descriptive observational study of patients at 16 hospitals in Spain. The study population included inpatients aged ≥ 75 admitted during a 7-day period (May 10 to 16, 2021). Data were obtained from the pharmacy databases of the participating hospitals. The list of PIMs was based on the Beers, STOPP-START, EU-PIM and PRISCUS criteria. RESULTS: A total of 4,183 patients were included. PIMs were detected in 23.5% (N = 1,126) of the cohort. The prevalence rates at the participating hospitals ranged from 10% to 42.5%. The PIM/patient ratio was 1.2. The most common PIMs were midazolam, dexketoprofen, diazepam, and doxazosin, all of which (except for doxazosin) were more common in women. Benzodiazepines accounted for 70% of all PIMs. In 35% of cases, the PIMs were initiated before hospital admission. Of the 818 PIMs initiated during hospitalization, the two most common were benzodiazepines (49%) and anti-inflammatory drugs (25%). At discharge, only 4.9% of the PIMs initiated during the hospital stay were still prescribed. CONCLUSION: In this population of older hospitalized patients, the overall prevalence of PIMs was moderate. However, the prevalence rate at the participating hospitals was highly variable. In most cases, PIMs prescribed prior to hospitalization for chronic conditions were not withdrawn during the hospital stay. No significant increase in PIMs was observed from pre-admission to post-discharge. These findings underscore the need for multidisciplinary interventions to optimize the pharmaceutical treatment in older adults in the hospital setting to reduce the consequences of PIMs in patients.

Feasibility and Outcomes of Same-Day Discharge after Multiport Robot-Assisted Radical Prostatectomy.

Introduction: Robot-assisted radical prostatectomy (RARP) provides much quicker recovery for men than open prostatectomy. In most centers, discharge is planned the morning after operation. However, after several years, we observed that no routine intervention was required for a majority of men over the first evening. Here, we detail our institution's outcomes for multiport RARP (MP-RARP) with same-day discharge (SDD). Methods: After excluding patients with single-port RARP (n = 25) and overnight stays (n = 30), data from 224 patients (n = 224/279, 88.2%) who underwent MP-RARP from May 2021 to September 2023 were collected. All patients were placed on an Enhanced Recovery After Surgery protocol and were given instructions regarding SDD. Patients were considered as SDD if they were discharged on the day of operation. Data regarding messages and phone calls to health care providers, urology clinic, and emergency department visits were recorded for analysis in the week postoperation. Results: The mean (±standard deviation [SD]) operative time was 142.5 ± 25.2 minutes, with a mean (±SD) console time of 95.1 ± 25.6 minutes. The median (interquartile range [IQR]) estimated blood loss was 50 (50-100) mL, and the mean (±SD) length of hospitalization was 163.2 ± 64.6 minutes. No intraoperative complications occurred in this cohort. The median (IQR) patient-reported pain score at 1 hour after operation was 3.5 (0-7), compared with 2 (0-4) at discharge. Of the 145 (64.7%) patients who reported their postoperative pain management, only 50 (34.4%) endorsed using opioids, and of those, 8 (16%) were known chronic opioid users. In the week after operation, 14 (6.3%) patients had unplanned visits to the health care facility. Additionally, 56 (25%) of patients contacted the clinic regarding the postoperative course during the same time frame. Conclusions: SDD after RARP is predictable and safe. SDD helps reduce the costs associated with inpatient stays without compromising surgical outcomes for patients.

Improving patient care transitions from the intensive care unit to the ward by learning from everyday practice. A multicenter qualitative study.

OBJECTIVE: To explore and describe the everyday practices (Work-As-Done) that hinder and facilitate patient care transitions from the intensive care unit (ICU) to the ward. RESEARCH METHOD/DESIGN: Multiple qualitative case studies in the ICU and various specialized wards of three Dutch hospitals. Adult patients planned to be transferred were purposively sampled on a variety of characteristics along with their relative (if present), and the ICU and ward nurses who were involved in the transition process. Data were collected by using multiple sources (i.e., observations, semi-structured interviews and a qualitative survey) and then systematically analyzed using the thematic analysis approach until saturation was reached. FINDINGS: Twenty-six cases were studied. For each case, the actual transfer was observed. Sixteen patients, five relatives and 36 nurses were interviewed. Two patients completed the survey. Fifteen themes emerged from the data, showing that the quality of transitions is influenced by the extent to which nurses anticipate to patient-specific needs (e.g., providing timely and adequate information, orientation, mental support and aftercare) and to the needs of the counterpart to continue care (e.g., by preparing handovers) besides following standard procedures. Data also show that procedures sometimes interfere with what works best in practice (e.g., communication via a liaison service instead of direct communication between ICU and ward nurses). CONCLUSIONS: Subtle, non-technical nursing skills play an important role in comforting patients and in the coordination of care when patients are transferred from the ICU to the ward. IMPLICATIONS FOR CLINICAL PRACTICE: These Work-As-Done findings and their underlying narratives, that are often overlooked when focusing on quality improvement, can be used as material to reflect on own practice and raise awareness for its impact on patients. They may stimulate healthcare staff in crafting interventions for optimizing the transition process.

The association between patient self-reported experiences with medication discharge counselling and hospital readmissions: A cross-sectional analysis of a population-based survey.

OBJECTIVE: To investigate the association between patient-reported experiences with new medication discharge counselling and readmission to hospital or emergency department (ED) visits within 30 days of discharge. METHODS: A retrospective cross-sectional study of patient-reported experiences from 8715 patients who reported being prescribed a new medication at discharge from a public hospital. Completeness of medication counselling was assessed based on (i) explanation of medication purpose, (ii) explanation of medication side effects, (iii) patient involvement in decision to use medication, (iv) provision of contradictory information. Multilevel models were used to estimate self-reported 30-day readmission or ED visit related to care received using adjusted odds ratios (AORs). RESULTS: Patients who were explained medication purpose were half as likely to report a readmission (AOR 0.54, 95%CI 0.31-0.93) or ED visit (AOR 0.65, 95%CI 0.48-0.87) within 30 days of discharge. Conversely, those who reported receiving contradictory information were more likely to report a readmission (AOR 1.62, 95%CI 1.16-2.26) and ED visit (AOR 1.82, 95%CI 1.41-2.34). CONCLUSION: Patients who reported receiving comprehensive counselling on new medications were less likely to report being readmitted or visiting an ED within 30 days of discharge.

Factors influencing home discharge of hospitalized oldest-old patients (≥90 years): A retrospective quantitative case-control study.

The purpose of this retrospective study was to identify factors that could predict the discharge destination of oldest-old patients (patients aged ≥90 years). Information on the nutritional status, activities of daily living (ADL), nursing care needs based on nursing need degree (NND), rehabilitation therapy, and discharge destination was obtained from the medical records of 90 oldest-old patients aged ≥90 years admitted to our hospital, excluding orthopedic inpatients and short-term (≤5 days) inpatients. Of these, 64 were discharged home while 4 died during hospitalization. More than half had moderately low total lymphocyte count (<1200/µL). Home discharge was correlated with living with someone else and little need for assistance during eating and getting/standing-up at admission. The cutoff value for ability for basic movement scale (ABMS) at admission for home discharge was 18 points. Nutritional management and early mobilization are important aspects of clinical management of the oldest-olds.

Risk-scoring system predicting need for hospital-specific interventional care after peroral endoscopic myotomy.

OBJECTIVES: Early identification of patients needing hospital-specific interventional care (HIC) following endoscopic treatment is valuable for optimizing postoperative hospital stays. We aimed to develop and validate a risk-scoring system for predicting HIC in patients who underwent peroral endoscopic myotomy (POEM). METHODS: This study included patients with esophageal motility disorders who underwent POEM at our hospital between April 2015 and March 2023. HIC was defined as any of the following situations: fasting for gastrointestinal rest to manage adverse events (AEs); intravenous administration of medications such as antibiotics and blood transfusion; endoscopic, radiologic, and surgical interventions; intensive care unit management; or other life-threatening events. A risk-scoring system for predicting HIC after postoperative day (POD) 1 was developed using multivariable logistic regression and was internally validated using bootstrapping and decision curve analysis. RESULTS: Of the 589 patients, 50 (8.5%) experienced HIC after POD1. Risk scores were assigned for four factors as follows: age (0 points for <70 years, 1 point for 70-79 years, 2 points for ≥80 years), preoperative prognostic nutritional index (0 points for >45, 1 point for 40-45, 4 points for <40), postoperative surgical site AEs on second-look endoscopy (7 points), and postoperative pneumonia on chest radiography (6 points). The discriminative ability (concordance statistics, 0.85; 95% confidence interval, 0.78-0.91) and calibration (slope 1.00; 0.74-1.28) were satisfactory. The decision curve analysis demonstrated its clinical usefulness. CONCLUSION: This risk-scoring system can predict the HIC after POD1 and provide useful information for determining discharge.

GPER Stimulation Attenuates Cardiac Dysfunction in a Rat Model of Preeclampsia.

BACKGROUND: Preeclampsia poses a substantial clinical challenge, characterized by maternal hypertension, cardiac dysfunction, and persistent cardiovascular risks for both the mother and offspring. Despite the known roles of the estrogen receptor (GPER [G protein-coupled estrogen receptor]) in placental development, its impact on cardiovascular aspects within a preeclampsia animal model remains unexplored. We propose that G-1, a GPER agonist, could have the potential to regulate not only hypertension but also cardiac dysfunction in rats with preeclampsia. METHODS: To explore the influence of G-1 on preeclampsia, we used the reduced uterine perfusion pressure (RUPP) model. RUPP rats were administered either G-1 (100 µg/kg per day) or hydralazine (25 mg/kg per day). We conducted echocardiography to probe the intricate cardiac effects of G-1. RESULTS: The RUPP rat model revealed signs of hypertension and cardiac dysfunction and alterations in gene and protein expression within placental and heart tissues. G-1 treatment reduced blood pressure and reversed cardiac dysfunction in rats with preeclampsia. In contrast, administration of the vasodilator hydralazine reduced blood pressure without an improvement in cardiac function. In addition, while G-1 treatment restored the levels of sFLT-1 (soluble fms-like tyrosine kinase-1) in RUPP rats, hydralazine did not normalize this antiangiogenic factor. CONCLUSIONS: The therapeutic intervention of G-1 significantly mitigated the cardiovascular dysfunction observed in the RUPP rat model of preeclampsia. This discovery underscores the broader significance of understanding GPER's role in the context of preeclampsia-related cardiovascular complications.

Characteristics of Patients Hospitalized to Community Hospitals With Malignant Brain Tumors and Factors Associated With Discharge Destination.

Background: Our main objective was to compare the characteristics and hospital outcomes of patients with primary and metastatic brain malignancies and to investigate the associated factors related to hospital outcomes. Methods: We conducted a retrospective, cross-sectional study of 1628 patients with brain malignancies from 8 community hospitals between 2017 and 2022 who were identified using International Classification of Disease codes. A stepwise logistic regression was used to identify demographics and clinical characteristics associated with in-hospital mortality and home discharge. Results: The median age was 65 years old, with 72.5% of patients having metastatic brain malignancies. After 7.2 days of hospital stay, 49.2% were discharged home, and 102 patients expired during hospitalization. Increased age, medical coverage by Medicare, hemiplegia or paraplegia, lower initial hemoglobin level, increased length of stay, and the use of electrolyte replacement, antibiotics, laxatives, heparin, and anticonvulsants were associated with a decreased likelihood of discharge to home. No medical insurance, Medicaid insurance coverage, comorbidities of cerebrovascular disorder, the need to stay in the intensive care unit, patient safety indicator events, and the use of antibiotics, oral analgesics, and ipratropium-albuterol were associated with increased odds of in-hospital mortality. Conclusion: We identified several predictor variables that delineate differences between both mortality risk and home discharge in patients with primary and metastatic brain tumors. Understanding these predictor variables can be helpful in improving the acute and post-acute care of this population.

Comparison of the Effect of Pump Flow Type (Pulsatile or Non-Pulsatile) on Postoperative Neurocognitive Functions in Coronary Artery Surgery.

INTRODUCTION: The effect of pump flow type on perfusion in coronary surgery using cardiopulmonary bypass (CPB) is discussed. We aimed to evaluate the effect of pump flow type on cognitive functions with neurocognitive function tests. METHODS: One hundred patients who underwent isolated coronary artery bypass surgery between November 2020 and July 2021 were divided into two equa groups. Groups were formed according to pump flow type pulsatile (Group 1) and non-pulsatile (Group 2). Clock drawing test (CDT) and standardized mini mental test (SMMT) were performed on the patients in both groups in the preoperative period, on the 1st preoperative day, and on the day before discharge. Neurocognitive effects were compared with all follow-up parameters. RESULTS: There was no difference between the groups in terms of demographic data and in terms of neurocognitive tests performed before the operation. SMMT on postoperative day 1 (Group I: 27.64 ± 1.05; Group II: 24.44 ± 1.64; P=0.001) and CDT (Group I: 5.4 ± 0.54; Group II: 4 .66 ± 0.52; P=0.001), and SMMT on the day before discharge (Group I: 27.92 ± 1.16; Group II: 24.66 ± 1.22; P=0.001) and CDT (Group I: 5 It was calculated as .66 ± 0.48; Group II: 5.44 ± 0.5; P=0.001). The duration of intensive care and hospitalization were higher in the non-pulsatile group. CONCLUSION: We think that the type of pump flow used in coronary artery bypass surgery using CPB is effective in terms of neurocognitive functions and that pulsatile flow makes positive contributions to this issue.

Protective effect of bone marrow mesenchymal stem cells on the survival zone of the perforator flaps in rats.

Background: Perforator flaps have recently been used in the field of plastic surgery. Skin defects can be reconstructed to reach functional and cosmetic goals. With the development of reconstructive approaches, utilizing stem cells is a hopeful approach to enhance wound healing and tissue recovery. In this study, we assessed the effect of bone marrow mesenchymal stem cells on the perforator flap's survival in rats. Methods: Perforator flaps (2.5 × 11 cm) were transplanted into rats and focused on the thoracodorsal, intercostal, and deep circumflex arteries, which were randomly divided into three groups: control, saline, and bone marrow mesenchymal stem cells (7 × 106 ml). Seven days after the surgery, tissue edema, inflammation, and discharge were observed and photographed. Histological analyses were performed to determine flap survival. Hematoxylin and eosin staining was performed to assess levels of microvascular density determined in skin flaps. Results: Rats in the bone marrow mesenchymal stem cells group exhibited higher average flap survival area, and higher microvascular density levels at the dynamical regions of the flaps compared with the other two groups. Subdermal injection of bone marrow mesenchymal stem cells significantly increased ischemic perforator flap survival due to stimulated neovascularization in rats. Conclusion: Our findings suggest the potential usefulness of bone marrow mesenchymal stem cells in preventing skin flap perforator tissue necrosis.

Early discharge of patients with mild acute pancreatitis - A scoping review.

BACKGROUND: Acute pancreatitis is a common disease that is usually mild and self-limiting. Early discharge of patients with mild acute pancreatitis, with the use of supporting outpatient services including remote monitoring or smartphone applications, might be safe and could reduce the healthcare demand. The objective of this review was to provide a comprehensive overview of existing strategies aimed at facilitating early discharge of patients diagnosed with mild acute pancreatitis and to assess clinical outcomes, feasibility and costs associated with these strategies. METHODS: PubMed, Cochrane, Embase, and Web of Science were systematically searched, to identify studies that evaluated strategies to reduce the length of hospital stay in patients with mild acute pancreatitis. RESULTS: Five studies, including 84 to 419 patients each, were identified and described three different early discharge protocols. The early discharge strategies resulted in a median length of hospital stay of a minimum of 6 to a maximum of 23 h in these studies. Early discharge compared to usual care did not result in increased 30-day readmissions. Additionally, no occurrences of complications or mortality were observed in either group. A significant reduction in overall costs was reported ranging from 43.1 % to 85.4 %. CONCLUSIONS: Early discharge of patients with mild acute pancreatitis seems both feasible and safe. Further studies are warranted, since focus on safe early discharge could significantly reduce inpatient healthcare utilization and associated costs.

Promoting medication safety for older adults upon hospital discharge: Guiding principles for a medication discharge plan.

Older adults are at risk of adverse drug events during transition of care from hospital to community, thus optimal communication about medications at discharge is essential. Standardization of medication discharge plan (MDP) is lacking. This study aimed to (1) create a standardized MDP for older adults using consensus-based principles, (2) create a short-version MDP and (3) generate a practical guide. Modified Delphi was used to establish consensus on guiding principles for the MDP. Additionally, participants were asked about guiding principles deemed most essential, patient prioritization, the format and mode of transmission of the MDP. Twenty-six guiding principles reached consensus, with 17 prioritized for a short-version MDP. The practical guide includes explanations of the guiding principles, criteria for patient selection and recommendations on the format and mode of transmission. The results of this study will assist implementation of MDPs when older adults are discharged from hospital.

Barriers to Discharge of Hip Fracture Patients From An Academic Hospital: A Retrospective Data Analysis.

Introduction: Adherence to best practices for care of hip fracture patients is fundamental to decreasing morbidity and mortality in older adults. This includes timely transfer from the hospital to rehabilitation soon after their surgical care. Hospitals experience challenges in implementing several best practices. We examined the potential barriers associated with timely discharge for patients who underwent a hip fracture surgery in an academic hospital in Ontario, Canada. Methods: We conducted a retrospective cross-sectional review of a local database. We used descriptive statistics to characterize individuals according to the time of discharge after surgery. Multivariable binary logistic regression was used to evaluate factors associated with delayed discharge (>6 days post-surgery). Results: A total of 492 patients who underwent hip fracture surgery between September 2019 and August 2020 were included in the study. The odds of having a delayed discharge occurred when patients had a higher frailty score (odds ratios [OR] 1.19, 95% confidence interval [CI] 1.02;1.38), experienced an episode of delirium (OR 2.54, 95% CI 1.35;4.79), or were non-weightbearing (OR 3.00, 95% CI 1.07;8.43). Patients were less likely to have a delayed discharge when the surgery was on a weekend (OR .50, 95% CI .32;.79) compared to a weekday, patients had a total hip replacement (OR .28, 95% CI .10;.80) or dynamic hip screw fixation (OR .49, 95% CI .25;.98) compared to intramedullary nails, or patients who were discharged to long-term care (OR .05, 95% CI .02;.13), home (OR .26, 95% CI .15;.46), or transferred to another specialty in the hospital (OR .49, 95% CI .29;.84) compared to inpatient rehabilitation. Conclusions: Clinical and organizational factors can operate as potential barriers to timely discharge after hip fracture surgery. Further research is needed to understand how to overcome these barriers and implement strategies to improve best practice for post-surgery hip fracture care.

Predicting whether patients in an acute medical unit are physiologically fit-for-discharge using machine learning: A proof-of-concept.

INTRODUCTION: Delays in discharging patients from Acute Medical Units hamper patient flows throughout the hospital. The decision to discharge a patient is mainly based on the patients' physiological condition, but may vary between physicians. An objective decision-support system based on patients' physiological data may help minimizing unnecessary delays in discharge. The aim of this proof-of-concept study is to assess the feasibility of predicting whether patients in an Acute Medical Unit are physiologically fit-for-discharge using machine learning with commonly available hospital data. Furthermore, this study investigated how long before actual time of discharge from the Acute Medical Unit we could predict discharge fitness. Also, the predictive importance of features extracted from these data was assessed. METHODS: Electronic Medical Records of patients who participated in a Randomized Controlled Trial conducted in an Acute Medical Unit were used retrospectively (N = 199). Only commonly available hospital data were used. Logistic Regression and Random Forest models were applied to predict every hour whether patients were physiologically fit-for-discharge. Nested 5-fold cross-validation with 5 repeats was used to optimize the model hyperparameters and to estimate the predictive performances. RESULTS: Physiological discharge fitness was predictable with reasonable performance for Logistic Regression (mean AUROC: 0.67) and Random Forest (mean AUROC: 0.69). For an intuitively chosen classification threshold of 0.8, mean specificity was 93.3 % and sensitivity 14.1 %. Models could predict physiological discharge fitness more than 24 h earlier than actual time of discharge for most patients who were correctly predicted to be fit-for-discharge. Patient characteristics, vital signs and laboratory results were shown to be important predictors. CONCLUSION: This proof-of-concept study showed that it is feasible to predict with machine learning whether patients in an Acute Medical Unit are physiologically fit-for-discharge using commonly available hospital data.

Factors Influencing Discharges to Hospice for Patients With Late-Stage Huntington's Disease.

Background: Hospice services for patients with Huntington's disease (HD) are likely beneficial in relieving significant burdens and minimizing costly hospitalizations at the end of life, though there has been little study or clinical guidance on hospice enrollment for patients with HD. Objectives: The primary objective of this study was to identify clinical, sociodemographic, and system-level factors associated with discharges to hospice compared to other dispositions for hospitalized patients with late-stage HD. Methods: These analyses used data from the Nationwide Inpatient Sample between the years 2007 and 2011. Weighted logistic regression with a forward selection approach was performed to identify factors associated with discharge to hospice compared to discharge to home, facility, other locations, and death in hospital. Results: These analyses included 6544 hospitalizations of patients with late-stage HD. There was a significant increasing trend in discharges to hospice over the study period (P < 0.001). After adjustment, multiple clinical, sociodemographic, and system-level variables were identified as being associated with discharges to hospice. Patients with aspiration pneumonia and non-aspiration pneumonias had lower odds of being discharged to hospice compared to dying in the hospital. When comparing to discharges to facilities and home, weight loss and palliative care consultation were associated with greater odds of discharge to hospice. Conclusions: Our findings serve as a foundation for future studies on these factors, and thus help clinician decision-making on when to start advance care planning or end-of-life care for patients with HD. These results also support studies developing hospice referral criteria specific to patients with HD.