Health Care Administrators Research Articles

Barriers and enablers to the implementation and sustainability of short-stay arthroplasty programs for elective primary total hip and knee replacement: A systematic review with qualitative evidence synthesis.

We aimed to systematically review contemporary evidence on the barriers and enablers to implementing and sustaining short-stay arthroplasty programs for elective primary total hip and knee replacement from the perspectives of patients, health professionals, carers, healthcare administrators, funders and policymakers and to map the findings to the Theoretical Domains Framework (TDF). Medline, Cumulative Index to Nursing and Allied Health Literature, EMBASE, and the Cochrane Central Register of Controlled Trials were searched (up to 19 August 2023). Primary qualitative or mixed-methods studies reporting on perspectives relating to the review aims that utilised a short-stay programme were eligible for inclusion. Study quality was assessed using the qualitative critical appraisal tool from the Joanna Briggs Institute. Data were analysed inductively. The final themes were mapped to the TDF. The confidence in the findings was assessed using GRADE CERQual. Fifteen studies were included. Twelve barrier themes and twelve enabler themes were identified. Three themes were graded with high confidence, 10 were graded with moderate confidence, three were graded with low confidence, and eight were graded with very low confidence. The most pertinent domains that the themes were mapped to for patients were beliefs about capabilities, reinforcement, and the environmental context and resources. Health professionals identified knowledge, environmental context and resources as important domains. Two domains were identified for carers: (1) social/professional role and identity and (2) memory, attention, and decision processes. We identified key barrier and enabler themes linked to the TDF that can be used to guide implementation initiatives and promote the sustainability of short-stay arthroplasty programs.

Resilience and related factors in caregivers of adult cancer patients: a systematic review

Background: This systematic review aimed to investigate resilience and its related factors in caregivers of adult patients with cancer. Materials and methods: A systematic search of online electronic databases including Scopus, PubMed, Web of Science, Iranmedex, and Scientific Information Database (SID) was performed using keywords extracted from Medical Subject Headings such as “Psychological Resilience”, “Caregiver”, and “Cancer” from the earliest to 6 June 2023. The quality of the studies included in this review was evaluated using the appraisal tool for cross-sectional studies (AXIS tool). Results: A total of 2735 caregivers of cancer patients participated in 15 studies. The majority of the studies found that caregivers of cancer patients had high levels of resilience. Factors related to the resilience of cancer patients’ caregivers included caregivers’ social support, caregivers’ quality of life, patients’ resilience, caregivers’ family function, patients’ performance, caregivers’ age, caregivers’ health status, caregivers’ self-esteem, caregivers post-traumatic growth, caregivers religious, caregivers hope, caregivers positive affect, patients age, patients social support, patients resilience support, patients quality of life, caregivers’ anxiety, caregivers’ depression, caregivers’ burden, caregivers level of education, caregivers financial problem, caregivers memory, caregivers negative affect, caregivers post-traumatic stress disorder, maternal distress, and patients post-traumatic stress disorder. Conclusion: Therefore, healthcare administrators and policymakers can enhance the resilience of caregivers and the quality of care they provide by instituting ongoing training initiatives focused on evaluating mental well-being and implementing coping strategies for managing stress and depression.

Examining the creation of synergy in community coalitions for smoke-free environments in Armenia and Georgia.

Community coalitions depend on their members to synergistically pool diverse resources, including knowledge and expertise, community connections and varied perspectives, to identify and implement strategies and make progress toward community health improvement. Several coalition theories suggest synergy is the key mechanism driving coalition effectiveness. The Community Coalition Action Theory (CCAT) asserts that synergy depends on how well coalitions engage their members and leverage their resources, which is influenced by coalition processes, member participation and satisfaction and benefits outweighing costs. The current study used mixed methods, including coalition member surveys (n = 83) and semi-structured interviews with leaders and members (n = 42), to examine the process of creating collaborative synergy in 14 community coalitions for smoke-free environments in Armenia and Georgia. Members, typically seven per coalition representing education, public health, health care and municipal administration sectors, spent an average of 16hr/month on coalition-related work. Common benefits included making the community a better place to live and learning more about tobacco control. The greatest cost was attending meetings or events at inconvenient times. Members contributed various resources, including their connections and influence, skills and expertise and access to population groups and settings. Strong coalition processes, greater benefits and fewer costs of participation and satisfaction were correlated with leveraging of member resources, which in turn, was highly correlated with collaborative synergy. Consistent with CCAT, effective coalition processes created a positive climate where membership benefits outweighed costs, and members contributed their resources in a way that created collaborative synergy.

Delirium in the United States: Results From the 2023 Cross-Sectional World Delirium Awareness Day Prevalence Study

Delirium is an acute brain dysfunction associated with an increased risk of mortality and future dementia. To describe the prevalence of clinically documented delirium in the United States on World Delirium Awareness Day2023. This is a sub-analysis of a prospective, cross-sectional, online, international survey. All health care settings were eligible, with the exception of operating rooms and outpatient clinics. Health care clinicians, administrators, and researchers completed the survey. The primary outcome was the prevalence of clinically documented delirium at 8:00 a.m. and 8:00 p.m. on March 15, 2023. Secondary outcomes were related to health care delivery. Descriptive statistics are reported. Differences between unit types (non-intensive care unit vs intensive care unit) were examined for all outcomes. Ninety-one hospital units reported on 1318/1213 patients. The prevalence of clinically documented delirium was 16.4% (n= 216/1318) at 8:00 a.m. and 17.9% (n= 217/1213) at 8:00 p.m. (P=0.316) and significantly differed between age groups, reported discipline, unit, and hospital types. Significant differences were identified between non-intensive care unit and intensive care unit settings in the use of delirium-related protocols, nonpharmacologic and pharmacologic management, educational processes, and barriers to evidence-based delirium care. To our knowledge, this is the first epidemiologic survey of clinically documented delirium across two time points in the United States. Delirium remains a significant burden and challenge for health care systems. The high percentage of units using delirium management protocols suggests administrator and clinician awareness of evidence-based strategies for its detection and mitigation. We provide recommendations for future studies and quality improvement projects to improve clinical recognition and management of delirium.

Utilising the New Technology Add-on Payment (NTAP): Improving Medicare-insured patients’ access to innovative therapeutics

Andexanet alfa (Andexxa) is the first reversal agent for direct factor Xa inhibitors. It qualified as a new, novel therapeutic for the New Technology Add-on Payment (NTAP) reimbursement from the Centers for Medicare and Medicaid Services (CMS) in October 2018. This paper is the first analysis of a healthcare system (HCS) reporting its implementation and utilisation of the NTAP for a new therapeutic. The number of patients treated with Andexxa at the level 1 trauma centre of southern New Jersey, Cooper University Hospital (CUH) was analysed. This paper highlights the successful implementation of Andexxa as a treatment option for (non)traumatic intracranial haemorrhage and acute, nongastrointestinal haemorrhage requiring surgical management at CUH. This paper looked at how well CUH obtained the Andexxa NTAP from CMS for Medicare patients. During the 4-year reimbursement period, CUH treated a total of 88 patients with Andexxa, of which 53 were Medicare patients treated before the expiry of the Andexxa NTAP. The study found that CUH received NTAP for 81 per cent of Andexxa-treated Medicare patients and that CUH received the maximal NTAP amount of US$18,281.25 for 43 per cent of those same patients. The paper discusses how a large trauma centre implemented and received the NTAP for Andexxa and evaluates the effect of cost on reimbursement amounts during the Andexxa NTAP period. Finally, this paper should help healthcare providers, stakeholders and administrators better understand the process through which to obtain NTAP reimbursements from CMS and improve their HCS with new, innovative therapies for their patients.

Hepatocellular carcinoma etiology drives survival outcomes: A population-based analysis.

e16142 Background: Previous studies on survival differences according to etiology of hepatocellular carcinoma (HCC) (5-year observed survival of 23%) are limited to hospital-based series and restricted cohorts. We performed a population-based survival analysis by major HCC etiologies, inclusive of hepatitis-C virus (HCV), hepatitis-B virus (HBV), alcohol-related liver disease (ALD), and non-alcoholic fatty liver disease (NAFLD) as singular causes, in addition to unexplored dual etiological groups, (HCV&HBV, HCV&ALD, and HBV&ALD), and accounting for age at diagnosis, tumor characteristics, and socio-demographics. Methods: All 19,956 cases of HCC diagnosed in Florida during 2005–2018 from the Florida cancer registry were linked for HCC etiology using Agency for Healthcare Administration and Florida Department of Health viral hepatitis data. Survival analysis was performed for the 15,759 linked HCC cases, comparing HCC etiologic groups (4 single and 3 dual). Results included age-adjusted 5-year survival, Kaplan-Meier curves, and adjusted hazard ratios from Cox regression models. Results: The leading single etiology was ‘HCV only’ (n=4,983; 31.6%); the leading dual etiology was ‘HCV&ALD’ (n=2,694; 17.1%). The age-adjusted 5-year survival was low (<22%) across all HCC etiologies; however, non-ALD causes showed higher survival [‘HCV only’ (21.5%; 95%CI:20.2%–22.8%), ‘HBV only’ (20.2%; 95%CI:16.6%–23.9%), ‘NAFLD only’ (19.9%; 95%CI:18.7%–21.2%)] than ALD-related etiologies [‘ALD only’ (14.4%; 95%CI:12.7%–16.0%), ‘HCV&ALD’ (10.4%; 95%CI:9.0%–11.9%), ‘HBV&ALD’ (8.1%; 95%CI:2.2%–14.1%)]. Compared to the reference category ‘HCV only,’ age-adjusted hazard ratios were 1.69 (95%CI: 1.41–2.03; p-value<0.0001) for ‘HBV&ALD,’ 1.33 (95%CI:1.26–1.40; p-value<0.0001) for ‘HCV&ALD,’ and 1.35 (95%CI:1.28–1.43; p-value<0.0001) for ‘ALD only.’ Multivariable analysis including additional factors showed minimal variation from these results. Conclusions: Significant differences in survival based on HCC etiology are important for prevention, surveillance, and targeted treatments based on etiologic-specific biomarkers. Specific pathophysiological mechanisms for ALD in addition to viral hepatitis could be responsible for poorer outcomes for dual etiologies involving alcohol use, compared to viral etiology alone. To increase overall survival, improved screening is needed for patients with multiple HCC risk factors. [Table: see text]

Inequalities in Out-of-Pocket Health Expenditure Measured Using Financing Incidence Analysis (FIA): A Systematic Review.

Government efforts and reforms in health financing systems in various countries are aimed at achieving universal health coverage. Household spending on healthcare plays a very important role in achieving this goal. The aim of this systematic review was to assess out-of-pocket health expenditure inequalities measured by the FIA across different territories, in the context of achieving UHC by 2030. A comprehensive systematic search was conducted in the PubMed, Scopus, and Web of Science databases to identify original quantitative and mixed-method studies published in the English language between 2016 and 2022. A total of 336 articles were initially identified, and after the screening process, 15 articles were included in the systematic review, following the removal of duplicates and articles not meeting the inclusion criteria. Despite the overall regressivity, insurance systems have generally improved population coverage and reduced inequality in out-of-pocket health expenditures among the employed population, but regional studies highlight the importance of examining the situation at a micro level. The results of the study provide further evidence supporting the notion that healthcare financing systems relying less on public funding and direct tax financing and more on private payments are associated with a higher prevalence of catastrophic health expenditures and demonstrate a more regressive pattern in terms of healthcare financing, highlighting the need for policy interventions to address these inequities. Governments face significant challenges in achieving universal health coverage due to inequalities experienced by financially vulnerable populations, including high out-of-pocket payments for pharmaceutical goods, informal charges, and regional disparities in healthcare financing administration.

The Empirical Analysis of Medical Administrative Staffs' Satisfaction and Leadership Style

The main goal to determine our study is the relationship between medical admission staff satisfaction and leadership style. Satisfaction in the workplace can be influenced by various factors, one of which is leadership style. Understanding how leadership approaches impact the morale and productivity of admission staff can enhance organizational efficiency and patient care. Research in this area can illuminate the most effective leadership styles for fostering a positive work environment within medical admission teams. By identifying correlations between staff satisfaction levels and leadership styles, healthcare administrators can implement targeted strategies to improve overall job satisfaction and retention rates.

AI Health Chatbot using ML

This project aims to develop a personalized and interactive healthcare chatbot leveraging natural language processing and machine learning. It offers tailored advice based on user symptoms, medical history, and preferences. Integrated with healthcare databases, it provides reliable information and services like symptom analysis, triage recommendations, medication details, and personalized health tips. Seamlessly accessing patient records and appointment schedules within existing healthcare systems ensures a cohesive user experience. The AI healthcare chatbot optimizes services by reducing communication burdens, improving information accessibility, and enhancing patient engagement. Preliminary evaluations demonstrate promising results in user satisfaction and healthcare administration efficiency gains. Keywords: Healthcare chatbot, Symptom analysis, Disease Prediction, Medication information and Machine learning.

Statewide Hospital Admissions for Adult Survivors of Infant Surgical Diseases Over a 10-Year Period

IntroductionThe number of patients with congenital disease living to adulthood continues to grow. Often undergoing surgical correction in infancy, they continue to require lifelong care. Their numbers are largely unknown. We sought to evaluate hospital admissions of adult patients with esophageal atresia with tracheoesophageal fistula (EA/TEF), congenital diaphragmatic hernia (CDH), and Hirschsprung disease (HD). MethodsThe Florida Agency for Healthcare Administration inpatient database was merged with the Distressed Communities Index and Centers for Medicare and Medicaid Services Hospital and Physician Compare datasets. The dataset was queried for adult patients (≥18 y, born after 1970) with EA/TEF, CDH, and HD in their problem list from 2010 to 2020. Patient demographics, hospitalization characteristics, and discharge information were obtained. ResultsIn total, 1140 admissions were identified (266 EA/TEF, 135 CDH, 739 HD). Patients were mostly female (53%), had a mean age of 31.6 y, and often admitted to an adult internist in a general hospital under emergency. Principal diagnoses and procedures (when performed) varied with diagnosis and age at admission. EA patients were admitted with dysphagia and foregut symptoms and often underwent upper endoscopy with dilation. CDH patients were often admitted for diaphragmatic hernias and underwent adult diaphragm repair. Hirschsprung patients were often admitted for intestinal obstructive issues and frequently underwent colonoscopy but trended toward operative intervention with increasing age. ConclusionsAdults with congenital disease continue to require hospital admission and invasive procedures. As age increases, diagnoses and performed procedures for each diagnoses evolve. These data could guide the formulation of multispecialty disease-specific follow-up programs for these patients.

Identifying strategies to support implementation of interprofessional primary care teams in Nova Scotia: Results of a survey and knowledge sharing event

BackgroundInterprofessional primary care teams (IPCTs) work together to enhance care. Despite evidence on the benefits of IPCTs, implementation remains challenging. This research aims to 1) identify and prioritize barriers and enablers, and 2) co-develop team-level strategies to support IPCT implementation in Nova Scotia, Canada.MethodsHealthcare providers and staff of IPCTs were invited to complete an online survey to identify barriers and enablers, and the degree to which each item impacted the functioning of their team. Top ranked items were identified using the sum of frequency x impact for each response. A virtual knowledge sharing event was held to identify strategies to address local barriers and enablers that impact team functioning.ResultsIPCT members (n = 117), with a mix of clinic roles and experience, completed the survey. The top three enablers identified were access to technological tools to support their role, standardized processes for using the technological tools, and having a team manager to coordinate collaboration. The top three barriers were limited opportunity for daily team communication, lack of conflict resolution strategies, and lack of capacity building opportunities. IPCT members, administrators, and patients attended the knowledge sharing event (n = 33). Five strategies were identified including: 1) balancing patient needs and provider scope of practice, 2) holding regular and accessible meetings, 3) supporting team development opportunities, 4) supporting professional development, and 5) supporting involvement in non-clinical activities.InterpretationThis research contextualized evidence to further understand local perspectives and experiences of barriers and enablers to the implementation of IPCTs. The knowledge exchange event identified actionable strategies that IPCTs and healthcare administrators can tailor to support teams and care for patients.

Enhancing healthcare access for an older population: The age-friendly emergency department.

Healthcare systems face significant challenges in meeting the unique needs of older adults, particularly in the acute setting. Age-friendly healthcare is a comprehensive approach using the 4Ms framework-what matters, medications, mentation, and mobility-to ensure that healthcare settings are responsive to the needs of older patients. The Age-Friendly Emergency Department (AFED) is a crucial component of a holistic age-friendly health system. Our objective is to provide an overview of the AFED model, its core principles, and the benefits to older adults and healthcare clinicians. The AFED optimizes the delivery of emergency care by integrating age-specific considerations into various aspects of (1) ED physical infrastructure, (2) clinical care policies, and (3) care transitions. Physical infrastructure incorporates environmental modifications to enhance patient safety, including adequate lighting, nonslip flooring, and devices for sensory and ambulatory impairment. Clinical care policies address the physiological, cognitive, and psychosocial needs of older adults while preserving focus on emergency issues. Care transitions include communication and involving community partners and case management services. The AFED prioritizes collaboration between interdisciplinary team members (ED clinicians, geriatric specialists, nurses, physical/occupational therapists, and social workers). By adopting an age-friendly approach, EDs have the potential to improve patient-centered outcomes, reduce adverse events and hospitalizations, and enhance functional recovery. Moreover, healthcare clinicians benefit from the AFED model through increased satisfaction, multidisciplinary support, and enhanced training in geriatric care. Policymakers, healthcare administrators, and clinicians must collaborate to standardize guidelines, address barriers to AFEDs, and promote the adoption of age-friendly practices in the ED.

"The Shifting Face of Aesthetic Care: A Systematic Survey of Independent Medspa Directorship and Practitioner Trends in Florida".

The rapid proliferation of medical spas in the US has raised concerns over the continued shift of non-surgical aesthetic treatments away from traditional core specialty integration and supervision, potentially affecting the surgical treatment guidance and education of cosmetic surgery patients. This study aimed to assess the current trends in the growth of independent medspa facilities as well as practitioner supervision, licensing, and specialization in the state of Florida. A comprehensive, statewide survey of all independent medspas in Florida, by municipality, employing Google and Yellow Pages search engines. Information gathered included the number of locations, business stakeholders, and director/practitioner licensing and certification obtained from the Florida Division of Corporations/Department of Health databases and respective medical boards. A total of 1,038 medspas were identified, revealing a 100% increase in number relative to 2021 estimates. Non-physician practitioners represented 84% of medspa providers, with core specialty medical director supervision present in only 22% of facilities and a large proportion of directors lacking specialty training (77%) or board certification (42%). Additionally, 25% of medspas appeared to disregard state guidelines pertaining to medical directorship, autonomous non-physician practice, and numerical/geographic restrictions on directorship, with 96% of facilities lacking licensing/registration with Florida's Agency for Health Care Administration. Medspa growth in Florida has been explosive, with continued departure from core supervision, increasingly limited specialty training/integration, and non-adherence to state guidelines. Enhanced regulation and integrated non-physician practitioner training are likely necessary to ensure patient safety and the cohesive practice of aesthetic medicine and surgery.

Exploring the Seasonal Variation of Anorectal Disease: A Comprehensive Study

Abstract Background The occurrence of medical illnesses varies with the seasons, which are influenced by the environment. This variation can be valuable for healthcare administrators in effectively allocating resources. While seasonal variation has been extensively studied in infectious and surgical diseases, it has received limited attention in the case of perianal diseases. Therefore, our objective was to investigate the seasonal variation specifically in hemorrhoids and fissures. Materials and Methods We conducted a retrospective analysis on patients admitted with hemorrhoids and fissures between January 2010 and December 2019. To assess seasonality, we utilized the chi-square goodness-of-fit test, a statistical method widely recognized for its ability to determine if observed data aligns with expected frequencies. By adjusting for variations in the number of days between seasons, we aimed to ensure accurate and reliable results. Results Overall, 49,046 patients were admitted with hemorrhoids, and 33,480 patients were admitted with anal fissures during the study period. The frequency of admitted hemorrhoids varied between months (minimum: June, n = 3865; maximum: March, n = 4591; P < 0.001) and seasons (minimum: summer, n = 11771; maximum: spring, n = 12989; P = 0.03). The frequency of admitted anal fissures also varied between months (minimum: June, n = 2356; maximum: March, n = 3244; P < 0.001) and seasons (minimum: summer, n = 7180; maximum: winter, n = 9246; P = 0.04). Age and gender distribution across months and seasons were similar (P > 0.05 for each). Conclusion Our research findings confirm that there is a seasonal variation in the occurrence of hemorrhoids and fissures. Specifically, we have observed that the spring and winter seasons have the highest number of cases for each condition, while the summer season has the lowest. These results highlight the importance of considering seasonal factors when studying these medical conditions.

Examining the Relation of Transformational Leadership in Clinical Engineering on the Performance of Medical Equipment: A Neural Network Approach

In the realm of healthcare administration, heightened expectations can lead to stress, therefore impacting working conditions. Specifically, studies on leadership styles have provided a valuable understanding of the factors that hinder performance, particularly in relation to the implementation of transactional leadership. Despite its crucial significance, there is a dearth of research on the management styles employed in clinical engineering. This study examines the impact of leadership styles on the functioning of medical equipment. We assess leadership styles and the performance of medical equipment from the perspective of end-users using a cross-sectional survey and questionnaires that consider many significant criteria. A neural network model is employed to classify the leadership styles exhibited by the Clinical Engineering Department (CED) and to analyze the correlation between these styles and the equipment’s performance. The results suggest a significant correlation between the leadership styles of those in charge of CED and the functioning of medical equipment. A strong and favorable correlation exists between transformative leadership and equipment performance (r = 0.856**, P = 0.000). The data suggests that transformative leadership is highly significant, with a mean score of 3.07 ± 0.817.

Estimating Proportion and Barriers of Medication Error Reporting Among Nurses in Hail City, Saudi Arabia: Implications for Improving Patient Safety.

Determining the proportion of nurses reporting medication errors (MEs) and identifying the barriers they perceive in ME reporting are crucial to encourage nurses to actively report MEs. This study aimed to determine the proportion of nurses experiencing and reporting MEs, perceived barriers to reporting MEs and their association with nurses' sociodemographic and work-related characteristics. A cross-sectional study was conducted among 350 nurses from June to November 2023. Data about sociodemographic and work-related characteristics, and ME reporting, were collected using a validated self-administered questionnaire. The study found that 34.3% of nurses reported MEs, while 11.1% reported experiencing MEs during their practice. ME reporting was higher proportion among nurses who were older than 40 years (52.1%), males (41.4%), held a master's degree (58.7%), Saudi nationals (37.8%), experienced for more than 10 years (43.1%), working in intensive care units (44.3%), working for 48 hours or more per week (39.7%), working in hospitals with a nurse-to-patient ratio of 1:3 (44.9%) and having a system for incident reporting (37.7%) and with no training on patient safety (44.6%) compared to their counterparts. The rate of experiencing MEs was higher proportion among nurses who were older than 40 years (16.7%), males (17.3%), married (14.8%), Saudi nationals (13.4%), experienced for more than 10 years (15.6%) and with no training on patient safety (15.3%) compared to their counterparts. Lack of knowledge of the person responsible for reporting MEs was the most frequent perceived barrier to ME reporting (66.6%), followed by fears of blame (65.4%). In this study, nurses reported and experienced MEs during their practice. Most nurses perceive the lack of knowledge and fear of blame or disciplinary actions as barriers to reporting. Healthcare administrators should implement educational programs and workshops to increase nurses' awareness of ME reporting.

Mindfulness-Based Stress Reduction Health Insurance Coverage: If, How, and When? An Integrated Knowledge Translation (iKT) Delphi Key Informant Analysis

ObjectivesHundreds of trials have evaluated Mindfulness-Based Stress Reduction (MBSR), but in the United States, it is generally not covered by health insurance. Consequently, the aims were to identify the following: (1) key questions to make decisions about if, how, and when MBSR should be covered by health insurance; (2a) barriers and (2b) facilitators to understand and resolve for MBSR to be covered by health insurance; and (3) highest priority evidence needed to inform health insurance coverage decisions.MethodsKey informants (n = 26) included health insurers, healthcare administrators, policymakers, clinicians, MBSR instructors, and MBSR students. An initial pool of items related to the study aims was generated through qualitative interviews. Through the Delphi process, participants rated, discussed, and re-rated each item’s relevance. Items were required to reach a consensus of ≥ 80% agreement to be retained for final inclusion.ResultsOf the original 149 items, 42 (28.2%) met the ≥ 80% agreement criterion and were retained for final inclusion. The most highly rated items informing whether MBSR should be covered by health insurance included research demonstrating that MBSR works and that it is not harmful. The most highly rated barriers to coverage were that MBSR is not a medical treatment and patient barriers to attendance. Highly rated facilitators included the potential of MBSR to address common mental health and psychosomatic problems. Finally, understanding what conditions are effectively treated with MBSR and the impact of MBSR on stress were rated as the highest priority evidence needed to inform health insurance coverage decisions.ConclusionsFindings highlight priorities for future research and policy efforts to advance health insurance coverage of MBSR in the United States.

The importance of the simulated wound fluid composition and properties in the determination of the fluid handling performance of wound dressings.

Effective fluid handling by wound dressings is crucial in the management of exuding wounds through maintaining a clean, moist environment, facilitating healing by removing excess exudate and promoting tissue regeneration. In this context, the availability of reliable and clinically relevant standardised testing methods for wound dressings are critical for informed decision making by clinicians, healthcare administrators, regulatory/reimbursement bodies and product developers. The widely used standard EN 13726 specifies the use of Solution A, an aqueous protein-free salt solution, for determining fluid-handling capacity (FHC). However, a simulated wound fluid (SWF) with a more complex composition, resembling the protein, salt, and buffer concentrations found in real-world clinical exudate, would provide a more clinically relevant dressing performance assessment. This study compared selected physicochemical parameters of Solution A, an alternative, novel simulated wound fluid (SWF A), and a benchmark reference serum-containing solution (SCS) simulating chronic wound exudate. Additionally, FHC values for eight advanced bordered and non-bordered foam dressings were determined for all three test fluids, following EN 13726. Our findings demonstrate a close resemblance between SWF A and SCS. This study highlights the critical importance of selecting a physiochemically appropriate test fluid for accurate FHC testing resulting in clinically meaningful evaluation of dressing performance.

Data-Centric Machine Learning in Nursing: A Concept Clarification.

The ubiquity of electronic health records and health information exchanges has generated abundant administrative and clinical healthcare data. The vastness of this rich dataset presents an opportunity for emerging technologies (eg, artificial intelligence and machine learning) to assist clinicians and healthcare administrators with decision-making, predictive analytics, and more. Multiple studies have cited various applications for artificial intelligence and machine learning in nursing. However, what is unknown in the nursing discipline is that while greater than 90% of machine-learning implementations use a model-centric strategy, a fundamental change is occurring. Because of the limitations of this approach, the industry is beginning to pivot toward data-centric artificial intelligence. Nurses should be aware of the differences, including how each approach affects their engagement in designing human-intelligent-like technologies and their data usage, especially regarding electronic health records. Using the Norris Concept Clarification method, this article elucidates the data-centric machine learning concept for nursing. This is accomplished by (1) exploring the concept's origins in the data and computer science disciplines; (2) differentiating data- versus model-centric machine learning approaches, including introducing the machine-learning operation life cycle and process; and (3) explaining the advantages of the data-centric phenomenon, especially concerning nurses' engagement in technological design and proper data usage.

Integrating Perspectives on Family Caregiving After Critical Illness: A Qualitative Content Analysis.

To date, no intervention has definitively improved outcomes for families of critical illness survivors. An integrated perspective on caregivers' needs after critical illness could help identify high-priority intervention targets and improve outcomes. To obtain diverse perspectives on the needs, barriers and facilitators, and social determinants of health associated with family caregiving across the critical illness continuum and assess the extent to which successful caregiving interventions in other populations may be adapted to the critical illness context. This qualitative content analysis of 31 semistructured interviews and 10 focus groups with family caregivers, health care providers, and health care administrators explored family caregivers' needs during post- intensive care unit (ICU) transitions and the barriers and facilitators associated with addressing them. Trained coders analyzed transcripts, identified patterns and categories among the codes, and generated themes. Caregivers have 3 instrumental needs: formal and informal support, involvement in care planning, and education and training. Only caregivers described their self-care and mental health needs. Social determinants of health are the key barriers and facilitators shaping the caregivers' journey, and caregiving as a social determinant of health was a prominent theme. Caregivers have instrumental, self-care, and mental health needs after critical illness. Adapting hands-on and skills training interventions to the post-ICU setting, while tailoring interventions to caregivers' health-related social context, may improve caregiver outcomes.