Hospital Readmission Research Articles

“Factors influencing readmission patterns following radical cystectomy: An analysis of social determinants and discharge outcomes”

Introduction and objectivesRadical cystectomy readmission rates remain high, with around 25% of patients readmitted to index and nonindex hospitals in 30 days. Nonindex readmissions have been associated with poorer outcomes, including longer lengths of stay and higher mortality rates. This study aimed to examine the associations of social factors (e.g., sex, race, socioeconomic status, insurance type, and resident location) on readmission to index versus nonindex hospitals and discharge disposition. MethodsWe conducted a population-based retrospective study using the Pennsylvania Cancer Registry (PCR) to identify patients diagnosed with nonmetastatic muscle-invasive bladder cancer who underwent radical cystectomy in Pennsylvania between 2010 and 2018. Readmitted patients were identified using the Pennsylvania Health Care Cost Containment Council data (PHC4). The primary outcome was readmission location (i.e., index or nonindex hospital) following radical cystectomy. We used chi-square tests for categorical variables, Wilcoxon rank sum test for continuous variables, multivariable logistic regression model to assess predictors of being readmitted to an index hospital and calculating the predicted probability of being admitted to an index hospital depending on discharge disposition. ResultsA total of 517 patients were readmitted within 30-days after radical cystectomy. The majority of readmissions were index readmissions (83%). Median readmission hospital stay was 4 days (interquartile range [IQR] 4) for index and 5 days (IQR 7) for nonindex hospitals, P = 0.01. Patients readmitted to index hospitals had fewer comorbidities (median weighted Elixhauser Comorbidity Index 2 (IQR 2)) and lived in urban areas (89%). Discharge with home care was associated with a higher odds of index readmission (odds ratio, [OR] 2.40; 95% confidence interval, [CI] 1.25–4.52). ConclusionsPatients residing in urban areas and with fewer comorbidities were more likely to be readmitted to index hospitals than nonindex hospitals. Socioeconomic status and insurance type did not correlate with the type of readmission. Finally, being discharged with home health care was found to be a predictor of readmission to an index hospital.

Long-term Exposure to Air Pollution and Cardiovascular Hospital Re-Admissions Among Medicare Beneficiaries

Long-term Exposure to Air Pollution and Cardiovascular Hospital Re-Admissions Among Medicare Beneficiaries

Factors Associated with 30-Day Hospital Readmission among Older Adults: A Secondary Data Analysis

Factors Associated with 30-Day Hospital Readmission among Older Adults: A Secondary Data Analysis

Critical values for body mass index related to morbidity in high-volume low-complexity general surgery: a systematic review and meta-analysis.

The aim of this study was to investigate the effect of body mass index (BMI, kg/m2) on outcomes of high-volume low-complexity (HVLC) general surgery procedures and to determine critical values for BMI when selecting patients into HVLC programmes. A systematic review was conducted of studies looking at patients in different BMI categories undergoing HVLC general surgery procedures (laparoscopic cholecystectomy, inguinal hernia repair and umbilical or paraumbilical hernia repair), in accordance with the PRISMA (Preferred Reporting Items for Systematic reviews and Meta-Analyses) guidelines. A comparison meta-analysis model was constructed to compare the outcomes using random-effects modelling. The QUIPS (Quality In Prognosis Studies) tool and GRADE (Grading of Recommendations Assessment, Development and Evaluation) system were used to assess bias. A total of 26 studies including 486,392 patients were examined. In laparoscopic cholecystectomy, BMI ≥40 was associated with higher conversion to open surgery (odds ratio [OR]: 1.33, p=0.040) but did not affect complications (OR: 0.69, p=0.400) or length of hospital stay (mean difference [MD]: -0.01 days, p=0.900). In inguinal hernia repair, BMI ≥35 was associated with longer operative time (MD: 18.00 minutes, p<0.00001), and higher risk of wound complications (OR: 3.01, p<0.00001) and hospital readmission (OR: 1.46, p=0.0008). In umbilical or paraumbilical hernia repair, BMI ≥30 was associated with higher risk of wound complications (OR: 6.45, p<0.0001) and hospital readmission (OR: 5.56, p<0.00001), and longer operative time (MD: 4.01 minutes, p=0.030). Obesity was associated with longer operative time (up to 23 minutes) and higher risk of postoperative morbidity (up to 4-fold) in HVLC procedures. BMI <40 (moderate GRADE certainty - laparoscopic cholecystectomy) and BMI <35 (moderate GRADE certainty - inguinal hernia) appear to represent optimal critical values for perioperative safety metrics.

Simultaneously implementing pathways for improving asthma, pneumonia, and bronchiolitis care for hospitalized children: Protocol for a hybrid effectiveness-implementation, cluster-randomized trial.

Asthma, pneumonia, and bronchiolitis are the top causes of childhood hospitalization in the United States, leading to over 350,000 hospitalizations and ≈$2 billion in costs annually. The majority of these hospitalizations occur in general/community hospitals. Poor guideline adoption by clinicians contributes to poor health outcomes for children hospitalized with these illnesses, including longer recovery time/hospital stay, higher rates of intensive care unit transfer, and increased risk of hospital readmission. A prior single-center study at a children's hospital tested a multicondition clinical pathway intervention (simultaneous implementation of multiple pathways for multiple pediatric conditions) and demonstrated improved clinician guideline adherence and patient health outcomes. This intervention has not yet been studied in community hospitals, which face unique implementation barriers. To study the implementation and effectiveness of a multicondition pathway intervention for children hospitalized with asthma, pneumonia, or bronchiolitis in community hospitals. We will conduct a pragmatic, hybrid effectiveness-implementation, cluster-randomized trial in community hospitals around the United States (1:1 randomization to intervention vs. wait-list control). Our primary outcome will be the adoption of 2-3 evidence-based practices for each condition over a sustained period of 2 years. Secondary outcomes include hospital length of stay, ICU transfer, and readmission. This hybrid trial will lead to a comprehensive understanding of how to pragmatically and sustainably implement a multicondition pathway intervention in community hospitals and an assessment of its effects. Enrollment began in July 2022 and is projected to be completed in September 2024. Primary analysis completion is anticipated in March 2025, with reporting of results following.

Healthcare Use and Expenditures in Rural Survivors of Hospitalization for Sepsis.

Sepsis survivors have greater healthcare use than those surviving hospitalizations for other reasons, yet factors associated with greater healthcare use in this population remain ill-defined. Rural Americans are older, have more chronic illnesses, and face unique barriers to healthcare access, which could affect postsepsis healthcare use. Therefore, we compared healthcare use and expenditures among rural and urban sepsis survivors. We hypothesized that rural survivors would have greater healthcare use and expenditures. To test this hypothesis, we used data from 106,189 adult survivors of a sepsis hospitalization included in the IBM MarketScan Commercial Claims and Encounters database and Medicare Supplemental database between 2013 and 2018. None. We identified hospitalizations for severe sepsis and septic shock using the International Classification of Diseases , 9th Edition (ICD-9) or 1CD-10 codes. We used Metropolitan Statistical Area classifications to categorize rurality. We measured emergency department (ED) visits, inpatient hospitalizations, skilled nursing facility admissions, primary care visits, physical therapy visits, occupational therapy visits, and home healthcare visits for the year following sepsis hospitalizations. We calculated the total expenditures for each of these categories. We compared outcomes between rural and urban patients using multivariable regression and adjusted for covariates. After adjusting for age, sex, comorbidities, admission type, insurance type, U.S. Census Bureau region, employment status, and sepsis severity, those living in rural areas had 17% greater odds of having an ED visit (odds ratio [OR] 1.17; 95% CI, 1.13-1.22; p < 0.001), 9% lower odds of having a primary care visit (OR 0.91; 95% CI, 0.87-0.94; p < 0.001), and 12% lower odds of receiving home healthcare (OR 0.88; 95% CI, 0.84-0.93; p < 0.001). Despite higher levels of ED use and equivalent levels of hospital readmissions, expenditures in these areas were 14% (OR 0.86; 95% CI, 0.80-0.91; p < 0.001) and 9% (OR 0.91; 95% CI, 0.87-0.96; p < 0.001) lower among rural survivors, respectively, suggesting these services may be used for lower-acuity conditions. In this large cohort study, we report important differences in healthcare use and expenditures between rural and urban sepsis survivors. Future research and policy work is needed to understand how best to optimize sepsis survivorship across the urban-rural continuum.

Effects of Social Isolation and Loneliness on Heart Failure Self-care: A Cross-sectional Analysis.

Patients with heart failure (HF) who engage in effective HF self-care have better quality of life, and lower risks of all-cause and HF-related hospital readmission and mortality. It is unclear whether social isolation and loneliness, which are prevalent among patients with HF and known to affect other self-care behaviors, can predict HF self-care. The aim was to explore the relationship between social isolation, loneliness, and HF self-care. This was a cross-sectional secondary analysis (n = 49) of the GEtting iNTo Light Exercise for HF randomized controlled trial, a 6-month home-based live group gentle exercise intervention for patients with HF. Measures included the following: 6-item Lubben Social Network Scale for social isolation, Patient-Reported Outcomes Measurement Information System Social Isolation survey for loneliness, Self-Care of Heart Failure Index, and Patient-Reported Outcomes Measurement Information System Depression survey. Multiple linear regression modeling was used to examine the relationships of 4 HF self-care processes to social isolation and loneliness, adjusting for depression and grouping (control group or intervention group). Scores indicating less social isolation predicted higher self-care maintenance (B = 0.937, P = .015), monitoring (B = 0.799, P = .041), and management (B = 1.812, P < .001). Loneliness did not predict HF self-care. To our knowledge, this is the first study to predict HF self-care using distinct measures for social isolation and loneliness. Patients who were less socially isolated engaged in better HF self-care; loneliness had no relationship with HF self-care. Prospective studies are needed to investigate causal relationships between social isolation and HF-self-care engagement to determine the effect on outcomes such as hospital readmission and mortality.

Development of Automated Triggers in Ambulatory Settings in Brazil: Protocol for a Machine Learning-Based Design Thinking Study.

The use of technologies has had a significant impact on patient safety and the quality of care and has increased globally. In the literature, it has been reported that people die annually due to adverse events (AEs), and various methods exist for investigating and measuring AEs. However, some methods have a limited scope, data extraction, and the need for data standardization. In Brazil, there are few studies on the application of trigger tools, and this study is the first to create automated triggers in ambulatory care. This study aims to develop a machine learning (ML)-based automated trigger for outpatient health care settings in Brazil. A mixed methods research will be conducted within a design thinking framework and the principles will be applied in creating the automated triggers, following the stages of (1) empathize and define the problem, involving observations and inquiries to comprehend both the user and the challenge at hand; (2) ideation, where various solutions to the problem are generated; (3) prototyping, involving the construction of a minimal representation of the best solutions; (4) testing, where user feedback is obtained to refine the solution; and (5) implementation, where the refined solution is tested, changes are assessed, and scaling is considered. Furthermore, ML methods will be adopted to develop automated triggers, tailored to the local context in collaboration with an expert in the field. This protocol describes a research study in its preliminary stages, prior to any data gathering and analysis. The study was approved by the members of the organizations within the institution in January 2024 and by the ethics board of the University of São Paulo and the institution where the study will take place. in May 2024. As of June 2024, stage 1 commenced with data gathering for qualitative research. A separate paper focused on explaining the method of ML will be considered after the outcomes of stages 1 and 2 in this study. After the development of automated triggers in the outpatient setting, it will be possible to prevent and identify potential risks of AEs more promptly, providing valuable information. This technological innovation not only promotes advances in clinical practice but also contributes to the dissemination of techniques and knowledge related to patient safety. Additionally, health care professionals can adopt evidence-based preventive measures, reducing costs associated with AEs and hospital readmissions, enhancing productivity in outpatient care, and contributing to the safety, quality, and effectiveness of care provided. Additionally, in the future, if the outcome is successful, there is the potential to apply it in all units, as planned by the institutional organization. PRR1-10.2196/55466.

The value of percutaneous transcatheter mitral valve regurgitation repair in the combination treatment of chronic heart failure patients: Results from a 6-month observational prospective study

Rationale: Surgical interventions have been recognized as the main method to repair of valvular disorders. Percutaneous transcatheter intervention with a clipping system is being actively introduced into the treatment of chronic heart failure (CHF) patients and mitral valve insufficiency (MVI) for correction of mitral regurgitation (MR), along with drug therapy. Aim: To establish the effect of the mitral valve leaflet clipping in the combination treatment of CHF patients on the clinical course of heart failure and the remodeling process. Methods: This single center prospective comparative study included 80 patients with CHF NYHA class II–IV and secondary MR grade 3–4. The patients were on optimal medical treatment (OMT) for CHF for at least 3 months before inclusion into the study. The main group included 55 patients who underwent transcatheter mitral valve repair with the use of MitraClip system, and the control group consisted of 25 patients in whom the surgery for MR was waived for various reasons (refusal of the surgery by the patient, some valve characteristics), and only OMT for CHF was used. At baseline, main clinical and demographic characteristics of the patients in the both groups were comparable. The duration of the follow-up was 6 months. Echocardiography (echoCG), a 6-minute walk test, and measurements of the brain natriuretic propeptide level were performed in all patients at baseline and at 6 months of the follow-up. Results: At 6 months, there was a significant reduction in CHF NYHA class and an increase in the 6-minute walk test distance and a decrease in diuretic requirements (converted to furosemide, from 58.4 ± 17.2 to 38.1 ± 20.7 mg daily, р = 0.02) in the group with the MitraClip implant, but not in the control group. In the OMT only group, there were no changes over 6 months in the diuretic requirements (48.1 ± 6.68 and 43.8 ± 27.15 mg daily, respectively, р = 0.8). The number of hospital readmissions due to CHF decompensation was 7 (12.7%) in the implanted MitraClip group and 4 (16%) in the OMT group (р = 0.69). EchoCG performed at 6 months after the surgical intervention identified no cases of MR grade 2. In the MitraClip implant group, there was a decrease in the size and volumes of the left atrium (р = 0.02 and р = 0.05, respectively), left ventricle (for end-diastolic diameter p = 0.002, end-diastolic volume p = 0.03), mean pulmonary artery pressure (p = 0.03), as well as an increase in cardiac output (р = 0.04). In the patients receiving OMT only, there were no significant changes in EchoCG parameters over time. Conclusion: Our study has shown benefits of the implantation of the mitral valve leaflet clipping system, compared to OMT only, in CHF. The clipping procedure promotes a significant improvement in clinical course of CHF, reverse myocardial remodeling, and reduction in diuretic requirements.

‘I didn’t want to go home’ patient-identified modifiable risk factors associated with hospital readmission: a qualitative study

Background Hospital readmissions are costly for patients, their families and healthcare systems. Identifying and addressing risk factors can reduce the number of people who experience readmission. Few studies have explored modifiable risk factors such as health beliefs from patients’ perspective to explore the complexity of risk factors for readmission. This study aimed to identify modifiable readmission risk factors from the perspectives of patients who have experienced readmission and their families. Methods Adults (≥18 years) readmitted within 30 days of discharge to a general medical or surgical ward at a large urban hospital in New Zealand were invited to participate in a semi-structured interview to explore their readmission experience. Interviews were conducted during the readmission and were analysed using inductive thematic analysis. Results A total of 30 participants were interviewed. Six themes relating to readmission were identified: inadequate communication between health professionals and patients, misalignment between patient illness perceptions and treatment, unclear or missing information, poor health literacy, poor medication mismanagement, and health system factors. Conclusions These findings highlight the importance of considering patient experiences, such as their expectations, illness and treatment beliefs, to reduce readmissions. Ensuring communication is patient centred and quality professional-patient relationships could reduce readmissions.

NLP Based Prediction of Hospital Readmission using ClinicalBERT and Clinician Notes

NLP Based Prediction of Hospital Readmission using ClinicalBERT and Clinician Notes

Chimeric Versus Multiple Simultaneous Free Flaps for Head and Neck Reconstruction.

To describe our experience with chimeric flaps and to assess the surgical outcomes and postoperative complications associated with chimeric flaps compared to multiple flaps. Patients undergoing chimeric and multiple simultaneous free tissue transfer between June 2016 and October 2023 were retrospectively reviewed. The primary outcome of interest was the complication rate. Major complications required takeback to the operating room, hospital readmission, or transfer to the intensive care unit. Minor complications were managed conservatively. Secondary outcomes included operative time, length of hospitalization, and flap survival. Academic tertiary care center. Our analysis included 113 patients (chimeric n = 38, multiple n = 75). We found no significant difference in operative times or minor complications. Chimeric flaps were associated with a shorter length of hospitalization. The major complication rate was higher for chimeric flaps (42.1% vs 22.7%, P = .03), but each cohort only had 1 instance of total flap loss. The complexity of large head and neck defects poses a reconstructive challenge for microvascular surgeons. Our findings suggest that chimeric and multiple flaps both produce acceptable complication rates when used appropriately. Differences in complication rates may reflect differences in utilization. The chimeric flap remains a valuable option for those with prior radiation or radical resection, but it remains unclear the degree to which they lessen the inherent risk of postoperative complications within this population. Each technique must be weighed in context of the patient's reconstructive profile and the institution's surgical capabilities to optimize long-term outcomes.

2346 Modified hospital frailty risk score (mHFRS) as a tool to identify frail hospitalised older adults

Abstract Introduction Frailty is common in hospitalised older adults. This study compared efficacy of a modified Hospital Frailty Risk Score (mHFRS) to standard HFRS and Clinical Frailty Scale (CFS) to determine whether mHFRS can be used to identify frail hospitalised patients. Methods Anonymised retrospective review of Electronic Health Records was undertaken in patients = &amp;gt; 65 years old attending the Emergency Department (ED) and admitted to hospital 1st July 2022 to 31st March 2023. mHFRS utilises 2 prior emergency admissions within 2 years to generate a frailty risk score, whereas HFRS requires an index admission plus 2 prior emergency admissions. Hospitalisation outcomes and predictive models were evaluated with correlation and measures of agreement between CFS and HFRS, CFS and mHFRS using Spearman’s rank correlation and Cohen’s kappa. Results Of 3042 patients, CFS categorised 1635 patients as non-frail (CFS 1–4) and 1407 as frail (CFS 5–9). Using mHFRS, only 1623 patients could be categorised and of these, 608 were deemed low, 657 intermediate and 358 high risk of frailty. Frail patients were older (81.8 years, SD 8.41 vs 75.3 years, SD 7.20, p = &amp;lt;.001), had significantly longer LOS (52.5% % vs 31.5%, p = &amp;lt;0.001), higher 30-day unplanned hospital readmissions (18.5% vs 9.9%, p = &amp;lt;0.001), and higher in-patient (6.1% vs 2.0%, p &amp;lt; 0.001), 30-day (9.1% vs 2.3%, p &amp;lt; 0.001), and 90-day (15.8% vs 5.1%, p &amp;lt; 0.001) mortality. mHFRS achieved comparable association with hospitalisation outcomes compared to CFS &amp; HFRS. Cohens’s kappa, showed fair agreement across HFRS and mHFRS, κ of 0.235 0.243 respectively. mHFRS was less sensitive at identifying frail patients but had better specificity to identify non frail patients. Conclusion mHFRS is a comparable frailty screening tool that doesn’t require clinical assessment but is standardised and easy to use in those who can be scored.

Causes of hospital readmission among DCLD patients in a tertiary care centre

Causes of hospital readmission among DCLD patients in a tertiary care centre

Dynamic Control of Service Systems with Returns: Application to Design of Postdischarge Hospital Readmission Prevention Programs

Dynamic Control of Service Systems with Returns Postdischarge interventions (e.g., follow-up phone calls, outpatient appointments) are commonly used to reduce unplanned hospital readmissions. Such interventions have been shown to be effective (to varying degrees) in reducing the probability of readmission (or return). The interventions are, however, costly, and hence, their benefits need to be carefully balanced with the costs. In “Dynamic Control of Service Systems with Returns: Application to Design of Postdischarge Hospital Readmission Prevention Programs,” Chan, Huang, and Sarhangian investigate how postservice interventions should be dynamically allocated, accounting for their costs as well as their benefits in terms of reducing returns and congestion costs. To this end, they study a transient queueing control problem and examine the structure of the optimal policy by analyzing associated fluid-control problems. The structural results motivate the design of intuitive surge protocols whereby different intensities of interventions are provided based on the congestion level of the system.

Patients' and Providers' Perspectives of the Transition of Care from Hospital to Community for Hispanic/Latino Adults with Diabetes.

Transition of care is a critical point of care for Hispanic/Latino patients with diabetes, who face higher rates of diabetes-related complications and hospital readmission and challenges during the transition of care from hospital to the community. Using semi-structured interviews, with questions tailored to each group, we explored patients' and providers' perspectives of their experiences and challenges during the transition of care of Hispanic/Latino adult patients with diabetes from the hospital to the community. Overlapping themes emerged from both patient and provider interviews identifying common barriers regarding the transition of care, including discordance due to language/communication barriers, perceived burden/nuisance, lack/unawareness of available resources, and lack of patient education. Findings in this study provide a frame of reference that can be used to address challenges facing Hispanic/Latino patients with diabetes. The uniqueness of this study is its exploration of the perspectives of patients and healthcare providers and the overlapping themes that emerged. Additionally, timely outpatient follow-up care, education, and reducing communication discordance can help with lowering readmission rates for patients with diabetes, especially those who are medically disadvantaged and have language barriers.

Comparative Efficacy of Wound Drainage and Non-Drainage in Posterior Spinal Surgery

Background: The recent trend has been toward recommendation of nondrainage in spinal surgery. However, the use of drains following posterior spinal surgery is still controversial. It has been claimed that wound drainage confers no significant advantages, increases the risk of infection and the need for blood transfusion with the attendant risks of this therapy. Suction drainage is used to minimize infection, prevention of wound swelling, improvement of the local wound environment, prevent hematoma and /or seroma formation. The aim of this study was to determine the incidence of post-operative complications after posterior lumbar instrumentation with and without a subfascial drain. Methods: This is prospective analysis of 32 adult (≥18 years old) spine patients that underwent elective and emergency posterior lumbar instrumentation at Kathmandu Medical College Teaching Hospital, from January to December 2023. There were randomly assigned 16 (50%) patients who had a post-operative drain and 16 (50%) patients who did not have a postoperative drain (No-Drain: n=16; Drain-Use: n=16). Patient demographics, comorbidities, intra- and post-operative complication rates were collected for each patient. The primary outcome investigated in this study was pain, the need for post-operative transfusion, dressing changes, surgery – discharge interval, the rate of post-operative complications, specifically surgical site infections (SSI) and hematoma formation. Data was analyzed using SPSS statistics version 29 (IBM Corp., New York). Results: Our study revealed that no significant differences regarding wound infection (P = 1), hematoma, neurological injury, estimated blood loss (P = 0.3), or dry and moderate dressing drainage between the groups. There were no 30-day hospital readmission or incidence of 30-day wound dehiscence, draining wound or bleeding between both patient groups. Conclusions: There is no obvious advantage of the application of suction drains for spinal surgery. There was no significant difference in the rate of infection or wound healing and no patient developed a postoperative neurologic deficit. However, a decision of wound drainage or wound non-drainage should be individualized for each patient because many factors affect the outcomes.

Factors Associated with Readmission within 30 Days of Hospital Discharge of Psychiatric Patients: Case-Control Study.

Readmission, defined as any admission after discharge from the same hospital, has negative implications for health outcomes. This study aims to identify the sociodemographic and clinical factors associated with hospital readmission among psychiatric patients. This case-control study analyzed 202 clinical records of patients admitted to a psychiatric hospital between 2019-2021. The sample was selected using simple random sampling. Qualitative variables were presented using frequencies, percentages, and chi-square tests for association. Quantitative variables were described using central tendency measures and dispersion of data, investigated with the Kolmogorov-Smirnov test, Student's t-test or Wilcoxon test as appropriate. Regression analysis was conducted to determine factors linked to readmission. p < 0.05 was considered. Women accounted for a higher readmission rate (59%). Patients diagnosed with schizophrenia had a higher readmission rate (63%), experienced longer transfer times to the hospital during readmissions, and had shorter hospital stays. Polypharmacy and pharmacological interactions were associated with readmission. Olanzapine treatment was identified as a risk factor for readmission (ExpB = 3.203, 95% CI 1.405-7.306, p = 0.006). The findings suggest avoiding polypharmacy and medications with high side effect profiles to reduce readmissions. This study offers valuable insights for clinical decision-making from admission to discharge planning, aiming to enhance the quality of care.

Comparison of Risk-Scoring Systems in Predicting Kawasaki Disease Associated Coronary Artery Dilation in a North American Cohort.

Scoring systems used to predict morbidity in children with Kawasaki disease (KD) have been developed and validated in Asian populations. The objective of this study was to assess their utility in predicting the development of coronary artery dilation in children with KD in North America. This was a secondary analysis of a National Institutes of Health / National Heart, Lung, and Blood Institute (NIH/NHLBI) Pediatric Heart Network public use dataset from a multicenter, randomized controlled trial of pulse steroid therapy in KD in a North American cohort. The primary outcome of interest was development of coronary artery dilation. The Harada, Kobayashi, Egami, and Sano scoring systems, originally developed to predict risk of intravenous immunoglobulin (IVIG) resistance in Kawasaki patients in Japan, were applied to this cohort. Subjects were kept in the analysis only if there were complete data for every element of each scoring system-Harada (n = 132), Kobayashi (n = 88), Egami (n = 139), and Sano (n = 82). Patients classified as high-risk by the Harada score were more likely to have significant coronary artery dilation (p = 0.042), were more likely to require IVIG retreatment (p = 0.002), and were more likely to require hospital readmission (p < 0.001). The Egami, Kobayashi, and Sano scores were not predictive for any measured outcome. The Harada score can be useful in identifying KD patients at risk for developing coronary artery dilation and IVIG resistance. The Harada score has demonstrated higher sensitivity but lower specificity, making it a valuable screening tool that may benefit from supplementary diagnostic methods.

Effective Patient Engagement in Private Healthcare Institutions in Riyadh: An Analysis of Management Strategies

The healthcare sector in Saudi Arabia is undergoing a remarkable transformation driven by factors such as population growth and rising disposable income. This has led to a significant surge in demand for private healthcare services, particularly in major cities like Riyadh. While catering to the needs of a growing patient base, there is an urgent need to ensure patient-centered care to enhance service quality and satisfaction. Multiple research studies have affirmed the positive impact of patient engagement. Studies consistently demonstrate that patients actively involved in their healthcare decisions experience improved quality of life, better adherence to treatment, and reduced hospital readmission rates. This ultimately leads to improved health outcomes and reduced overall healthcare costs. Despite these well-established benefits, many private healthcare institutions in Riyadh struggle to effectively integrate patient engagement strategies into their practices. This implementation gap necessitates a deeper understanding of the factors influencing these efforts. This study aims to address this pressing need by investigating the factors affecting patient engagement initiatives within private healthcare institutions in Riyadh. The study will explore the influence of three key domains: Digital Technology: The increasing reliance on digital tools in healthcare holds the potential to revolutionize patient engagement. This study will explore how technology platforms, telemedicine applications, and patient portals can facilitate patient engagement. Organizational Leadership: Leadership plays a pivotal role in fostering a patient-centered care culture. This research will examine how leadership styles, commitment to patient engagement, and resource allocation impact patient engagement initiatives. Organizational Culture: The overall culture of a healthcare institution significantly influences patient interactions. This study will explore how factors such as communication practices, staff training, and patient empowerment within the organizational culture shape patient engagement. By examining these three domains, the study aims to provide valuable insights into the factors that influence patient engagement in private healthcare settings in Riyadh. The findings will contribute to the development of effective strategies for enhancing patient engagement and improving overall healthcare quality.