Patient-Physician Sex Discordance and "Before Medically Advised" Discharge from Hospital: A Population-Based Retrospective Cohort Study.

BACKGROUND: Patient-physician sex discordance (when patient sex does not match physician sex) has been associated with reduced clinical rapport and adverse outcomes including post-operative mortality and unplanned hospital readmission. It remains unknown whether patient-physician sex discordance is associated with "before medically advised" hospital discharge (BMA discharge; commonly known as discharge "against medical advice"). OBJECTIVE: To evaluate whether patient-physician sex discordance is associated with BMA discharge. DESIGN: Retrospective cohort study using 15 years (2002-2017) of linked population-based administrative health data for all non-elective, non-obstetrical acute care hospitalizations from British Columbia, Canada. PARTICIPANTS: All individuals with eligible hospitalizations during study interval. MAIN MEASURES: Exposure: patient-physician sex discordance. OUTCOMES: BMA discharge (primary), 30-day hospital readmission or death (secondary). RESULTS: We identified 1,926,118 eligible index hospitalizations, 2.6% of which ended in BMA discharge. Among male patients, sex discordance was associated with BMA discharge (crude rate, 4.0% vs 2.9%; adjusted odds ratio [aOR] 1.08; 95%CI 1.03-1.14; p = 0.003). Among female patients, sex discordance was not associated with BMA discharge (crude rate, 2.0% vs 2.3%; aOR 1.02; 95%CI 0.96-1.08; p = 0.557). Compared to patient-physician sex discordance, younger patient age, prior substance use, and prior BMA discharge all had stronger associations with BMA discharge. CONCLUSIONS: Patient-physician sex discordance was associated with a small increase in BMA discharge among male patients. This finding may reflect communication gaps, differences in the care provided by male and female physicians, discriminatory attitudes among male patients, or residual confounding. Improved communication and better treatment of pain and opioid withdrawal may reduce BMA discharge.

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.

Experiences and preferences of people with stroke and caregivers, around supports provided at the transition from hospital to home: a qualitative descriptive study.

BACKGROUND: Transitioning home from the structured hospital setting poses challenges for people with stroke (PWS) and their caregivers (CGs), as they navigate through complex uncertainties. There are gaps in our understanding of appropriate support interventions for managing the transition home. In this qualitative study, we explored the perspectives of PWS and their CGs regarding their support experiences and preferences during this period. METHODS: Between November 2022 and March 2023, and within six months of hospital discharge, audio-recorded, semi-structured interviews were conducted with PWS and CGs. All interviews were transcribed, imported into NVivo software, and analysed using reflexive thematic analysis. RESULTS: Sixteen interviews were conducted, nine with PWS and seven with CGs. Four themes relevant to their collective experiences and preferences were identified: (i) Need for tailored information-sharing, at the right time, and in the right setting; (ii) The importance of emotional support; (iii) Left in limbo, (iv) Inequity of access. Experiences depict issues such as insufficient information-sharing, communication gaps, and fragmented and inequitable care; while a multi-faceted approach is desired to ease anxiety and uncertainty, minimise delays, and optimise recovery and participation during transition. CONCLUSIONS: Our findings highlight that regardless of the discharge route, and even with formal support systems in place, PWS and families encounter challenges during the transition period. The experiences of support at this transition and the preferences of PWS and CGs during this important period highlights the need for better care co-ordination, early and ongoing emotional support, and equitable access to tailored services and support. Experiences are likely to be improved by implementing a partnership approach with improved collaboration, including joint goal-setting, between PWS, CGs, healthcare professionals and support organisations.

The Association of Nonmodifiable Patient Factors on Antipsychotic Medication use in the Intensive Care Unit.

PURPOSE: We investigated the association of age, sex, race, and insurance status on antipsychotic medication use among intensive care unit (ICU) patients. MATERIALS AND METHODS: Retrospective study of adults admitted to ICUs at a tertiary academic center. Patient characteristics, hospital course, and medication (olanzapine, quetiapine, and haloperidol) data were collected. Logistic regression models evaluated the independent association of age, sex, race, and insurance status on the use of each antipsychotic, adjusting for prespecified covariates. RESULTS: Of 27,137 encounters identified, 6191 (22.8%) received antipsychotics. Age was significantly associated with the odds of receiving olanzapine (P < .001), quetiapine (P = .001), and haloperidol (P = .0046). Male sex and public insurance status were associated with increased odds of receiving antipsychotics olanzapine, quetiapine, and haloperidol (Male vs Female: OR 1.13, 95% CI [1.04, 1.24], P = .0005; OR 1.22, 95% CI [1.10, 1.34], P = .0001; OR 1.28, 95% CI [1.17, 1.40], P < .0001, respectively; public insurance vs private insurance: OR 1.32, 95% CI [1.20, 1.46], P < .0001; OR 1.21, 95% CI [1.09, 1.34], P = .0004; OR 1.15, 95% CI [1.04, 1.27], P = .0058, respectively). Black race was also associated with a decreased odds of receiving all antipsychotics (olanzapine (P = .0177), quetiapine (P = .004), haloperidol (P = .0041)). CONCLUSIONS: Age, sex, race, and insurance status were associated with the use of all antipsychotic medications investigated, highlighting the importance of investigating the potential impact of these prescribing decisions on patient outcomes across diverse populations. Recognizing how nonmodifiable patient factors have the potential to influence prescribing practices may be considered an important factor toward optimizing medication regimens.

Pharmacist-Led Medication Management in Acute Geriatric Medicine and Its Associations with Rehospitalizations: A Cohort Study.

INTRODUCTION: Hospitalization and discharge in older patients are critical and clinical pharmacists have shown to ameliorate risks. Our objective was to assess their benefit as part of the geriatric team regarding rehospitalizations and related outcomes after discharge focusing on general practitioners' decision to continue or change discharge medication (GPD). METHODS: Prospective implementation study with 6-month follow-up in an acute geriatric clinic. Patients ≥70 years with comorbidities, impairments, and a current drug therapy were consecutively assigned to three groups: control group (CG), implementation group (IG), and wash-out group (WG). CG only received medication reconciliation (MR) at admission; IG and their hospital physicians received a pharmaceutical counseling and medication management; during WG, pharmaceutical counseling except for MR was discontinued. We used a negative-binomial model to calculate rehospitalizations and days spent at home as well as a recurrent events survival model to investigate recurrent rehospitalizations. RESULTS: One hundred thirty-two patients (mean age 82 years, 76 women [57.6%]) finished the project. In most of the models for rehospitalizations, a positive GPD led to fewer events. We also found an effect of pharmaceutical counseling on rehospitalizations and recurrent rehospitalizations in the CG versus WG but not in the CG versus IG models. 95.3% of medication recommendations by the pharmacist in the clinic setting were accepted. While the number of positive GPDs in CG was low (38%), pharmaceutical counseling directly to the GP in IG led to a higher number of positive GPDs (60%). DISCUSSION: Although rehospitalizations were not directly reduced by our intervention in the CG versus IG, the pharmacist's acceptance rate in the hospital was very high and a positive GPD led to fewer rehospitalization in most models.

Identifying Racial and Ethnic Disparities in Acute Inpatient Rehabilitation.

OBJECTIVE: To investigate whether racial, ethnic, and linguistic disparities exist at discharge from an acute inpatient rehabilitation facility (IRF) by examining change in Functional Independence Measure (FIM) scores and discharge destination. DESIGN: This is a retrospective study using our IRF's data from the Uniform Data System for Medical Rehabilitation from 2013-2019. FIM scores and discharge destination were compared between race, language, and ethnic groups, with adjustment for patient characteristics. SETTING: An urban hospital with a level 1 trauma center, comprehensive stroke center, and IRF with Commission on Accreditation of Rehabilitation Facilities (CARF) certification. PARTICIPANTS: 2518 patients admitted to the IRF from 2013-2019 (N=2518). INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURES: Change in FIM score and discharge destination. RESULTS: After adjusting for covariates, non-White patients and patients with limited English proficiency had significantly lower functional recovery, as measured by smaller changes in FIM scores from IRF admission to discharge. Additionally, both groups were more likely to be discharged home with home health care than to a skilled nursing facility, compared with White and English-speaking patients. Disparities in discharge destination persisted within patients with noncommercial insurance (Medicaid or Medicare) and a stroke diagnosis but not within those who had commercial insurance or a nonstroke diagnosis. CONCLUSIONS: Racial and linguistic disparities were identified within our CARF certified IRF; however, the organization is committed to reducing health care disparities. Next steps will include investigating interventions to reduce disparities.

Is More Always Better? Financially Motivated Therapy and Patient Outcomes in Skilled Nursing Facilities.

OBJECTIVE: To determine if financially motivated therapy in Skilled Nursing Facilities (SNFs) is associated with patient outcomes. DESIGN: Cohort study using 2018 Medicare administrative data. SETTING AND PARTICIPANTS: 13,949 SNFs in the United States. PARTICIPANTS: 934,677 Medicare Part A patients admitted to SNF for post-acute rehabilitation (N=934,677). INTERVENTIONS: The primary independent variable was an indicator of financially motivated therapy, separate from intensive therapy, known as thresholding, defined as when SNFs provide 10 or fewer minutes of therapy above weekly reimbursement thresholds. MAIN OUTCOME MEASURES: Dichotomous indicators of successful discharge to the community vs institution and functional improvement on measures of transfers, ambulation, or locomotion. Mixed effects models estimated relations between thresholding and community discharge and functional improvement, adjusted for therapy intensity, patient, and facility characteristics. Sensitivity analyses estimated associations between thresholding and outcomes when patients were stratified by therapy volume. RESULTS: Thresholding was associated with a small positive effect on functional improvement (odds ratio 1.07; 95% CI 1.06-1.09) and community discharge (odds ratio 1.03, 95% CI 1.02-1.05). Effect sizes for functional improvement were consistent across patients receiving different volumes of therapy. However, effect sizes for community discharge were largest for patients in low-volume therapy groups (odds ratio 1.27, 95% CI 1.18-1.35). CONCLUSIONS: Patients who experienced thresholding during post-acute SNF stays were slightly more likely to improve in function and successfully discharge to the community, especially for patients receiving lower volumes of therapy. While thresholding is an inefficient and financially motivated practice, results suggest that even small amounts of extra therapy time may have contributed positively to outcomes for patients receiving lower-volume therapy. As therapy volumes decline in SNFs, these results emphasize the importance of Medicare payment policy designed to promote, not disincentivize, potentially beneficial rehabilitation services for patients.

Engaging patients in designing a transmural allied health pathway: A qualitative exploration of hospital-to-home transitions.

INTRODUCTION: The transition from hospital to home is often suboptimal, resulting in patients not receiving the necessary allied healthcare after discharge. This may, in turn, lead to delayed recovery, a higher number of readmissions, more emergency department visits and an increase in mortality and healthcare costs. This study aimed to gain insight into patients' experiences, perceptions, and needs regarding hospital-to-home transition, focusing on allied healthcare as a first step towards the development of a transitional integrated allied healthcare pathway for patients with complex care needs after hospital discharge. METHODS: We conducted semistructured interviews with patients. Participants were recruited from universities and general hospitals in the Amsterdam region between May and July 2023. They were eligible if they (1) were discharged from the hospital minimally 3 and maximally 12 months after admission to an oncologic surgery department, internal medicine department, intensive care unit, or trauma centre, (2) received hospital-based care from at least one allied healthcare provider, who visited the patient at least twice during hospital admission, (3) spoke Dutch or English and (4) were 18 years or older. Interviews were audio-recorded and transcribed verbatim. We performed a thematic analysis of the interview data. RESULTS: Nineteen patients were interviewed. Three themes emerged from the analysis. 'Allied healthcare support during transition' depicts patients' positive experiences when they felt supported by allied health professionals during the hospital-to-home transition. 'Patient and family involvement' illustrates how much patients value the involvement of their family members during discharge planning. 'Information recall and processing' portrays the challenges of understanding and remembering overwhelming amounts of information, sometimes unclear and provided at the wrong moment. Overall, patients' experiences of transitional care were positive when they were involved in the discharge process. Negative experiences occurred when their preferences for postdischarge communication were ignored. CONCLUSIONS: This study suggests that allied health professionals need to continuously collaborate and communicate with each other to provide patients and their families with the personalized support they need. To provide high-quality and person-centred care, it is essential to consider how, when, and what information to provide to patients and their families to allow them to contribute to their recovery actively. PATIENT OR PUBLIC CONTRIBUTION: The interview guide for this manuscript was developed with the assistance of patients, who reviewed it and provided us with feedback. Furthermore, patients provided us with their valuable lived experiences by participating in the interviews conducted for this study.

Optimizing outcomes: A retrospective analysis of discharge safety for elderly mTBI patients on anticoagulation therapy.

BACKGROUND: Mild traumatic brain injuries (mTBIs) pose a significant risk, particularly in the elderly population on anticoagulation therapy. The safety of discharging these patients from the emergency department (ED) with a negative initial computed tomography (CT) scan has been debated due to the risk of delayed intracranial hemorrhage (d-ICH). OBJECTIVE: To compare outcomes, including d-ICH, between elderly patients on anticoagulation therapy presenting with mTBI who were admitted versus discharged from the ED after an initial negative head CT scan. METHODS: We conducted a retrospective observational study at the Chaim Sheba Medical Center, assessing outcomes of 1598 elderly patients on anticoagulation therapy who presented with mTBI and an initial negative head CT scan. Patients were either admitted for 24-h observation (Group A, n = 829) or discharged immediately from the ED (Group B, n = 769). The primary outcome was incidence of d-ICH within 14 days. RESULTS: Among the 1598 patients included in the study, 46 admitted patients and 1 discharged patient returned within 14 days for repeat CT, identifying one asymptomatic hemorrhage in the discharged patient. Mortality at 30 days was significantly higher in admitted patients compared to discharged patients (4.8% vs. 1.8%, p = 0.001), though cause of death was unrelated to head injury in both groups. CONCLUSION: In elderly patients on anticoagulation with mTBI and a negative initial CT, admission was associated with a higher risk of d-ICH compared to discharge. These findings have implications for clinical decision-making in this high-risk population.

Drug-Drug Interactions in Hospitalized Urological Patients: A Retrospective Cohort Study.

INTRODUCTION: Exposure to potential drug-drug interactions (pDDIs) can be a notable source of avoidable drug-related harm that requires adequate management to prevent medical errors. We aimed to evaluate pDDIs and associated factors in hospitalized urological patients on admission, during hospitalization, and on discharge. METHODS: A retrospective cohort study was conducted at the Clinic of Urology of the University Clinical Centre Kragujevac, Serbia. To detect pDDIs, we used Lexicomp, which categorizes pDDIs as follows: X (avoid combination), D (consider therapy modification), C (monitor therapy), B (no action needed), and A (no known interaction). Multiple linear regression analysis was used to identify factors associated with the number of pDDIs. RESULTS: More than half of the 220 included patients had at least one pDDI on admission and discharge (57.3% and 63.6%, respectively), whereas 95.0% had at least one pDDI during hospitalization. The total number and number of X, D, C, and B categories of pDDIs were the highest during hospitalization and the lowest on admission. Duration of hospitalization, arrhythmias, dementia, renal failure, cancer, surgery during hospitalization, number of prescribed drugs, and various pharmacological drug classes were risk factors for a higher number of pDDIs, while age, ischemic heart disease, hypertension, and development of infection during hospitalization were protective factors in at least one of the stages. The impact of renal colic depended on the stage and category of pDDI. CONCLUSION: More than half of the urological patients were exposed to at least one pDDIs at all stages. Medical professionals should regularly screen for pDDIs, particularly in patients with risk factors.

Increasing and sustaining discharges by noon - a multi-year process improvement project.

High hospital occupancy degrades emergency department performance by increasing wait times, decreasing patient satisfaction, and increasing patient morbidity and mortality. Late discharges contribute to high hospital occupancy by increasing emergency department (ED) patient length of stay (LOS). We share our experience with increasing and sustaining early discharges at a 650-bed academic medical center in the United States. Our process improvement project followed the Institute of Medicine Model for Improvement of successive Plan‒Do‒Study‒Act cycles. We implemented multiple iterative interventions over 41 months. As a result, the proportion of discharge orders before 10 am increased from 8.7% at baseline to 22.2% (p < 0.001), and the proportion of discharges by noon (DBN) increased from 9.5% to 26.8% (p < 0.001). There was no increase in balancing metrics because of our interventions. RA-LOS (Risk Adjusted Length Of Stay) decreased from 1.16 to 1.09 (p = 0.01), RA-Mortality decreased from 0.65 to 0.61 (p = 0.62) and RA-Readmissions decreased from 0.92 to 0.74 (p < 0.001). Our study provides a roadmap to large academic facilities to increase and sustain the proportion of patients discharged by noon without negatively impacting LOS, 30-day readmissions, and mortality. Continuous performance evaluation, adaptability to changing resources, multidisciplinary engagement, and institutional buy-in were crucial drivers of our success.

Patient medication management, understanding and adherence during the transition from hospital to outpatient care - a qualitative longitudinal study in polymorbid patients with type 2 diabetes.

BACKGROUND: Continuity of care is under great pressure during the transition from hospital to outpatient care. Medication changes during hospitalization may be poorly communicated and understood, compromising patient safety during the transition from hospital to home. The main aims of this study were to investigate the perspectives of patients with type 2 diabetes and multimorbidities on their medications from hospital discharge to outpatient care, and their healthcare journey through the outpatient healthcare system. In this article, we present the results focusing on patients' perspectives of their medications from hospital to two months after discharge. METHODS: Patients with type 2 diabetes, with at least two comorbidities and who returned home after discharge, were recruited during their hospitalization. A descriptive qualitative longitudinal research approach was adopted, with four in-depth semi-structured interviews per participant over a period of two months after discharge. Interviews were based on semi-structured guides, transcribed verbatim, and a thematic analysis was conducted. RESULTS: Twenty-one participants were included from October 2020 to July 2021. Seventy-five interviews were conducted. Three main themes were identified: (A) Medication management, (B) Medication understanding, and (C) Medication adherence, during three periods: (1) Hospitalization, (2) Care transition, and (3) Outpatient care. Participants had varying levels of need for medication information and involvement in medication management during hospitalization and in outpatient care. The transition from hospital to autonomous medication management was difficult for most participants, who quickly returned to their routines with some participants experiencing difficulties in medication adherence. CONCLUSIONS: The transition from hospital to outpatient care is a challenging process during which discharged patients are vulnerable and are willing to take steps to better manage, understand, and adhere to their medications. The resulting tension between patients' difficulties with their medications and lack of standardized healthcare support calls for interprofessional guidelines to better address patients' needs, increase their safety, and standardize physicians', pharmacists', and nurses' roles and responsibilities.

Co-design of an intervention to improve patient participation in discharge medication communication.

Patients can experience medication-related harm and hospital readmission because they do not understand or adhere to post-hospital medication instructions. Increasing patient medication literacy and, in turn, participation in medication conversations could be a solution. The purposes of this study were to co-design and test an intervention to enhance patient participation in hospital discharge medication communication. In terms of methods, co-design, a collaborative approach where stakeholders design solutions to problems, was used to develop a prototype medication communication intervention. First, our consumer and healthcare professional stakeholders generated intervention ideas. Next, inpatients, opinion leaders, and academic researchers collaborated to determine the most pertinent and feasible intervention ideas. Finally, the prototype intervention was shown to six intended end-users (i.e. hospital patients) who underwent usability interviews and completed the Theoretical Framework of Acceptability questionnaire. The final intervention comprised of a suite of three websites: (i) a medication search engine; (ii) resources to help patients manage their medications once home; and (iii) a question builder tool. The intervention has been tested with intended end-users and results of the Theoretical Framework of Acceptability questionnaire have shown that the intervention is acceptable. Identified usability issues have been addressed. In conclusion, this co-designed intervention provides patients with trustworthy resources that can help them to understand medication information and ask medication-related questions, thus promoting medication literacy and patient participation. In turn, this intervention could enhance patients' medication self-efficacy and healthcare utilization. Using a co-design approach ensured authentic consumer and other stakeholder engagement, while allowing opinion leaders and researchers to ensure that a feasible intervention was developed.

Obstacles to Accepting Care: Understanding Why Obstetric Patients Leave against Medical Advice.

INTRODUCTION: Discharge "against medical advice" (AMA) in the obstetric population is overall under-studied but disproportionally affects marginalized populations and is associated with worse perinatal outcomes. Reasons for discharges AMA are not well understood. The objective of this study is to identify the obstacles that prevent obstetric patients from accepting recommended care and highlight the structural reasons behind AMA discharges. METHODS: Electronic health records of patients admitted to antepartum, peripartum, or postpartum services between 2008 and 2018 who left "AMA" were reviewed. Progress notes from clinicians and social workers were extracted and analyzed. Reasons behind discharge were categorized using qualitative thematic analysis. RESULTS: Fifty-seven (0.12%) obstetric patients were discharged AMA. Reasons for discharge were organized into two overarching themes: extrinsic (50.9%) and intrinsic (40.4%) obstacles to accepting care. Eleven participants (19.3%) had no reason documented for their discharge. Extrinsic obstacles included childcare, familial responsibilities, and other obligations. Intrinsic obstacles included disagreement with provider regarding medical condition or plan, emotional distress, mistrust or discontent with care team, and substance use. DISCUSSION: The term "AMA" casts blame on individual patients and fails to represent the systemic barriers to staying in care. Obstetric patients were found to encounter both extrinsic and intrinsic obstacles that led them to leave AMA. Healthcare providers and institutions can implement strategies that ameliorate structural barriers. Partnering with patients to prevent discharges AMA would improve maternal and infant health and progress towards reproductive justice.

Improving patients', carers' and primary care healthcare professionals' experiences of discharge communication from specialist palliative care to community settings: a protocol for a qualitative interview study.

BACKGROUND: Patients who have benefited from specialist intervention during periods of acute/complex palliative care needs often transition from specialist-to-primary care once such needs have been controlled. Effective communication between services is central to co-ordination of care to avoid the potential consequences of unmet needs, fragmented care, and poor patient and family experience. Discharge communications are a key component of care transitions. However, little is known about the experiences of those primarily receiving these communications, to include patients', carers' and primary care healthcare professionals. This study aims to have a better understanding of how the discharge communications from specialist palliative care services to primary care are experienced by patients, carers, and healthcare professionals, and how these communications might be improved to support effective patient-centred care. METHODS: This is a 15-month qualitative study. We will interview 30 adult patients and carers and 15 healthcare professionals (n = 45). We will seek a range of experiences of discharge communication by using a maximum variation approach to sampling, including purposively recruiting people from a range of demographic backgrounds from 4-6 specialist palliative care services (hospitals and hospices) as well as 5-7 general practices. Interview data will be analysed using a reflexive thematic approach and will involve input from the research and advisory team. Working with clinicians, commissioners, and PPI representatives we will co-produce a list of recommendations for discharge communication from specialist palliative care. DISCUSSION: Data collection may be limited by the need to be sensitive to participants' wellbeing needs. Study findings will be shared through academic publications and presentations. We will draft principles for how specialist palliative care clinicians can best communicate discharge with patients, carers, and primary care clinicians. These will be shared with clinicians, policy makers, commissioners, and PPI representatives and key stakeholders and organisations (e.g. Hospice UK) and on social media. Key outputs will be recommendations for a specialist palliative care discharge proforma. TRIAL REGISTRATION: Registered in ISRCTN Registry on 29.12.2023 ref: ISRCTN18098027.

Impacts of an Acute Care Telenursing Program on Discharge, Patient Experience, and Nursing Experience: Retrospective Cohort Comparison Study.

BACKGROUND: Despite widespread growth of televisits and telemedicine, it is unclear how telenursing could be applied to augment nurse labor and support nursing. OBJECTIVE: This study evaluated a large-scale acute care telenurse (ACTN) program to support web-based admission and discharge processes for hospitalized patients. METHODS: A retrospective, observational cohort comparison was performed in a large academic hospital system (approximately 2100 beds) in Houston, Texas, comparing patients in our pilot units for the ACTN program (telenursing cohort) between June 15, 2022, and December 31, 2022, with patients who did not participate (nontelenursing cohort) in the same units and timeframe. We used a case mix index analysis to confirm comparable patient cases between groups. The outcomes investigated were patient experience, measured using the Hospital Consumer Assessment of Health Care Providers and Systems (HCAHCPS) survey; nursing experience, measured by a web-based questionnaire with quantitative multiple-choice and qualitative open-ended questions; time of discharge during the day (from electronic health record data); and duration of discharge education processes. RESULTS: Case mix index analysis found no significant case differences between cohorts (P=.75). For the first 4 units that rolled out in phase 1, all units experienced improvement in at least 4 and up to 7 HCAHCPS domains. Scores for "communication with doctors" and "would recommend hospital" were improved significantly (P=.03 and P=.04, respectively) in 1 unit in phase 1. The impact of telenursing in phases 2 and 3 was mixed. However, "communication with doctors" was significantly improved in 2 units (P=.049 and P=.002), and the overall rating of the hospital and the "would recommend hospital" scores were significantly improved in 1 unit (P=.02 and P=04, respectively). Of 289 nurses who were invited to participate in the survey, 106 completed the nursing experience survey (response rate 106/289, 36.7%). Of the 106 nurses, 101 (95.3%) indicated that the ACTN program was very helpful or somewhat helpful to them as bedside nurses. The only noticeable difference between the telenursing and nontelenursing cohorts for the time of day discharge was a shift in the volume of patients discharged before 2 PM compared to those discharged after 2 PM at a hospital-wide level. The ACTN admissions averaged 12 minutes and 6 seconds (SD 7 min and 29 s), and the discharges averaged 14 minutes and 51 seconds (SD 8 min and 10 s). The average duration for ACTN calls was 13 minutes and 17 seconds (SD 7 min and 52 s). Traditional cohort standard practice (nontelenursing cohort) of a bedside nurse engaging in discharge and admission processes was 45 minutes, consistent with our preimplementation time study. CONCLUSIONS: This study shows that ACTN programs are feasible and associated with improved outcomes for patient and nursing experience and reducing time allocated to admission and discharge education.

Patient-Friendly Discharge Summaries in Korea Based on ChatGPT: Software Development and Validation.

BACKGROUND: Although discharge summaries in patient-friendly language can enhance patient comprehension and satisfaction, they can also increase medical staff workload. Using a large language model, we developed and validated software that generates a patient-friendly discharge summary. METHODS: We developed and tested the software using 100 discharge summary documents, 50 for patients with myocardial infarction and 50 for patients treated in the Department of General Surgery. For each document, three new summaries were generated using three different prompting methods (Zero-shot, One-shot, and Few-shot) and graded using a 5-point Likert Scale regarding factuality, comprehensiveness, usability, ease, and fluency. We compared the effects of different prompting methods and assessed the relationship between input length and output quality. RESULTS: The mean overall scores differed across prompting methods (4.19 ± 0.36 in Few-shot, 4.11 ± 0.36 in One-shot, and 3.73 ± 0.44 in Zero-shot; P < 0.001). Post-hoc analysis indicated that the scores were higher with Few-shot and One-shot prompts than in zero-shot prompts, whereas there was no significant difference between Few-shot and One-shot prompts. The overall proportion of outputs that scored ≥ 4 was 77.0% (95% confidence interval: 68.8-85.3%), 70.0% (95% confidence interval [CI], 61.0-79.0%), and 32.0% (95% CI, 22.9-41.1%) with Few-shot, One-shot, and Zero-shot prompts, respectively. The mean factuality score was 4.19 ± 0.60 with Few-shot, 4.20 ± 0.55 with One-shot, and 3.82 ± 0.57 with Zero-shot prompts. Input length and the overall score showed negative correlations in the Zero-shot (r = -0.437, P < 0.001) and One-shot (r = -0.327, P < 0.001) tests but not in the Few-shot (r = -0.050, P = 0.625) tests. CONCLUSION: Large-language models utilizing Few-shot prompts generally produce acceptable discharge summaries without significant misinformation. Our research highlights the potential of such models in creating patient-friendly discharge summaries for Korean patients to support patient-centered care.

Digital tools for post-discharge surveillance of surgical site infection.

AIMS: Conduct a scoping review on the development and use of digital tools for post-discharge surgical site infection surveillance. DESIGN: Scoping review. DATA SOURCES: Science Direct, PubMed, Embase, Literatura Latino-Americana e do Caribe em Ciências da Saúde and Cumulative Index to Nursing and Allied Health Literature were searched from 2013 to May 2022. Six intellectual property registries were reviewed from 2013 to 2022. REVIEW METHODS: The review followed the Joanna Briggs Institute model, and included intellectual property records (applications, prototypes and software) and scientific articles published in any language on the development and/or testing of digital tools for post-discharge surveillance of surgical site infection among surgical patients aged 18 and over. RESULTS: One intellectual property record and 13 scientific articles were identified, covering 10 digital tools. The intellectual property record was developed and registered by a China educational institution in 2018. The majority of manuscripts were prospective cohort studies and randomized clinical trials, published between 2016 and 2022, and more than half were conducted in the United States. The population included adult patients undergoing cardiac, thoracic, vascular, abdominal, arthroplasty and caesarean surgery. The main functionalities of the digital tools were the previously prepared questionnaire, the attachment of a wound image, the integrated Web system and the evaluation of data by the health team, with post-discharge surgical site infection surveillance time between 14 and 30 days after surgery. CONCLUSION: Digital tools show promise for the surveillance of surgical site infection, collaborating with the early detection of wound infection. IMPLICATIONS FOR THE PROFESSION AND/OR PATIENT CARE: Mobile technology was favourable for detecting surgical site infections, reducing unnecessary visits to the health service, and increasing patient satisfaction. IMPACT: Technological advances in the health area open new perspectives for post-discharge surveillance of surgical site infection. WHAT IS ALREADY KNOWN?: There is underreporting of surgical site infections due to difficulties related to traditional methods of post-discharge surveillance. The use of digital tools within surgical site infection surveillance is increasing. Benefits of using digital tools within surgical site infection surveillance have been reported. WHAT HAS THIS STUDY ADDED TO OUR KNOWLEDGE?: This scoping review is one of the first to analyse the development and use of digital tools for post-discharge surveillance of surgical site infection in different countries. The main functionalities of digital tools are: structured questionnaires; attachment of wound images; integrated web systems; and evaluation of data by professionals. The use of mobile technology is favourable for detecting surgical site infections with a reduction in costs from face-to-face consultations and increased patient satisfaction. WHERE AND ON WHOM WILL THE RESEARCH HAVE AN IMPACT?: Healthcare providers can successfully use digital tools for surgical site infection post-discharge surveillance. Remote monitoring can reduce unnecessary patient visits to healthcare facilities. Policy makers can study how to implement digital platforms for remote patient monitoring. REPORTING METHOD: PRISMA statement for Scoping Reviews (PRISMA-ScR). PATIENT OR PUBLIC CONTRIBUTION: No patient or public contribution. TRIAL AND PROTOCOL REGISTRATION: The study protocol was registered in the OSF (https://doi.org/10.17605/OSF.IO/BA8D6).

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.