"This patient is not appropriate": Perspectives of physiotherapy students and clinical educators on exposing students to patients with complex needs during clinical practice placements.

BACKGROUND: Clinical practice placements play an important role in preparing students for challenging areas of clinical practice. Little is known about student learning needs for working with patients with complex needs during clinical practice placements, and clinical educator decision-making that underpins this exposure. PURPOSE: To explore the perspectives of physiotherapy students and clinical educators on exposing students to working with and learning from patients with complex needs during clinical practice placements across Queensland and New South Wales, Australia. METHODS: Six semi-structured focus groups with pre-registration physiotherapy students undertaking clinical practice placements (n = 19) and semi-structured one-on-one interviews with clinical educators (n = 20). Data were analyzed using reflexive thematic analysis. RESULTS: Four overarching themes were generated following analysis: 1) Complexity is challenging; 2) Tension between student exposure and patient care; 3) Variance in expectations; and 4) Readiness for complexity. CONCLUSION: Physiotherapy students and clinical educators recognize the challenges and importance of exposure to patients with complex needs. Student learning experiences are influenced by clinical educator decision-making, which is often unclear, leading to varying opportunities. This study highlights the need for enhanced support from clinical educators to prepare students for working with patients with complex needs.

Clinical Productivity and Patient Complexity of Academic Rhinologists: An Analysis of Medicare Metrics.

INTRODUCTION: Current data regarding reimbursement trends in Medicare services and the complexity of patients treated as physicians' progress in their academic career are conflicting. In otolaryngology, there are no data examining these metrics. METHODS: Medicare services, reimbursement, and patient complexity risk scores (based on hierarchical condition category coding) of US rhinology fellowship-trained faculty were stratified and compared by rank and years in practice. RESULTS: A cohort of 209 rhinologists were included. Full professors were reimbursed more per service than assistant professors ($791.53 [$491.69-1052.46] vs. $590.34 [$429.91-853.07] p = 0.045) and had lower risk scores (1.37 [1.26-1.52] vs. 1.49 [1.29-1.68], p = 0.013). Full professors had similar risk scores to associate professors (1.47 [1.25-1.64], p = 0.14). Full professors ($791.53 [$491.69-1,052.46], p < 0.001), associate professors ($706.85 [$473.48-941.15], p < 0.001), and assistant professors ($590.34 [$429.91-853.07], p < 0.001) were all reimbursed more per service than non-ranked faculty ($326.08 [$223.37-482.36]). As a cohort, significant declines in risk scores occurred within the 10th-14th year of practice (p = 0.032) and after the 20th year (p = 0.038). Years in practice were inversely correlated with risk score (R = -0.358, p < 0.001). CONCLUSION: Full professors were reimbursed more per service and treated less comorbid Medicare patients than junior academic colleagues. Patient comorbidity was correlated negatively with years in practice, with significant drops in mid and late career. Rhinologists employed at academic institutions had greater total reimbursement and reimbursement per service than non-ranked faculty. LEVEL OF EVIDENCE: N/A Laryngoscope, 2024.

Association between patient-reported social and behavioral risks and health care costs in high-risk Veterans health administration patients.

OBJECTIVE: Social risks complicate patients' ability to manage their conditions and access healthcare, but their association with health expenditures is not well established. To identify patient-reported social risk, behavioral, and health factors associated with health expenditures in Veterans Affairs (VA) patients at high risk for hospitalization or death. DATA SOURCES, STUDY SETTING, AND STUDY DESIGN: Prospective cohort study among high-risk Veterans obtaining VA care. Patient-reported social risk, function, and other measures derived from a 2018 survey sent to 10,000 VA patients were linked to clinical and demographic characteristics extracted from VA data. Response-weighted generalized linear and marginalized two-part models were used to examine VA expenditures (total, outpatient, medication, inpatient) 1 year after survey completion in adjusted models. PRINCIPAL FINDINGS: Among 4680 survey respondents, the average age was 70.9 years, 6.3% were female, 16.7% were African American, 20% had body mass index ≥35, 42.4% had difficulty with two or more basic or instrumental activities of daily living, 19.3% reported transportation barriers, 12.5% reported medication insecurity and 21.8% reported food insecurity. Medication insecurity was associated with lower outpatient expenditures (-$1859.51 per patient per year, 95% confidence interval [CI]: -3200.77 to -518.25) and lower total expenditures (-$4304.99 per patient per year, 95% CI: -7564.87 to -1045.10). Transportation barriers were negatively associated with medication expenditures (-$558.42, 95% CI: -1087.93 to -31.91). Patients with one functional impairment had higher outpatient expenditures ($2997.59 per patient year, 95% CI: 1185.81-4809.36) than patients without functional impairments. No social risks were associated with inpatient expenditures. CONCLUSIONS: In this study of VA patients at high risk for hospitalization and mortality, few social and functional measures were independently associated with the costs of VA care. Individuals with functional limitations and those with barriers to accessing medications and transportation may benefit from targeted interventions to ensure that they are receiving the services that they need.

Tinkering with symptoms, causes and solutions: Tracing the enactments of multiple chronic illnesses in specialised outpatient check-ups.

People living with multiple chronic illnesses and an increasing need for acute care is a global health challenge, which questions the conventional ways of managing illness. A central issue is how medical practices can become more patient-centred and aligned with the everyday life of patients. Communicative strategies for eliciting the patient's goals and preferences are often proposed. In this article, we draw on ethnographic data from fieldwork conducted during 2019-2020 in health-care settings and among people living with multiple chronic illness(es) and repeated acute admissions in Denmark. Inspired by science and technology studies of chronic illness and care, we trace the enactments of illness and illness work in a patient trajectory marked by persistent symptoms and medical complexity. We analyse three medical encounters, and we show how 'tinkering' with clinical signs and utterances in each encounter constantly enacts new versions, shaping how the patient could and should live with his illness. We argue that specialised outpatient check-ups for these patients must provide space for continuous tinkering with the concrete effects of illness in everyday life.

Clinical pharmacist practitioners on primary care teams play an important role in caring for complex patients with diabetes.

PURPOSE: To evaluate whether clinical pharmacist practitioners (CPPs) are being utilized to care for patients with complex medication regimens and multiple chronic illnesses, we compared the clinical complexity of diabetes patients referred to CPPs in team primary care and those in care by other team providers (OTPs). METHODS: In this cross-sectional comparison of patients with diabetes in the US Department of Veterans Affairs (VA) healthcare system in the 2017-2019 period, patient complexity was based on clinical factors likely to indicate need for more time and resources in medication and disease state management. These factors include insulin prescriptions; use of 3 or more other diabetes medication classes; use of 6 or more other medication classes; 5 or more vascular complications; metabolic complications; 8 or more other complex chronic conditions; chronic kidney disease stage 3b or higher; glycated hemoglobin level of ≥10%; and medication regime nonadherence. RESULTS: Patients with diabetes referred to one of 110 CPPs for care (n = 12,728) scored substantially higher (P < 0.001) than patients with diabetes in care with one of 544 OTPs (n = 81,183) on every complexity measure, even after adjustment for age, sex, race, and marital status. Based on composite summary scores, the likelihood of complexity was 3.42 (interquartile range, 3.25-3.60) times higher for those in ongoing CPP care (ie, those with 2 or more visits) versus OTP care. Patients in CPP care also were, on average, younger, more obese, and had more prior outpatient visits and hospital stays. CONCLUSION: The greater complexity of patients with diabetes seen by CPPs in primary care suggests that CPPs are providing valuable services in comprehensive medication and disease management of complex patients.

Exploring the Impact of ECHO Ontario Integrated Mental and Physical Health on Participants' Approach and Attitude Toward the Care of Patients With Complex Needs.

OBJECTIVE: To examine how project Extension for Community Healthcare Outcomes-Integrated Mental and Physical Health (ECHO-IMPH) influences the attitudes and approaches of primary care providers and other participants towards patients. METHODS: An exploratory qualitative approach was undertaken using semistructured interviews conducted between August 2020 and March 2021. One hundred and sixty-four individuals from two cycles of ECHO-IMPH were invited to participate, and 22 (n = 22) agreed to participate. Data were analyzed using the Braun and Clarke method for thematic analysis. RESULTS: Three major themes were identified: 1) enhanced knowledge and skills; 2) changes in attitude and approach; 3) space for reflection and exploration. When participants were asked about areas for improvement, suggestions were focused on the structure of the sessions. Participants identified that ECHO-IMPH helped them to view patients more holistically, which led to greater patient-centered care in their practice. Additionally, skills gained in ECHO-IMPH gave participants the concrete tools needed to have more empathetic interactions with patients with complex needs. CONCLUSIONS: ECHO-IMPH created a safe space for participants to reflect on their practice with patients with complex needs. Participants applied newly acquired knowledge and skills to provide more empathetic and patient-centered care for patients with complex needs. Based on the shift in perspectives described by participants, transformative learning theory was proposed as a model for how ECHO-IMPH created change in participants' practice.

Association between patient-reported social, behavioral, and health factors and emergency department visits in high-risk VA patients.

RESEARCH OBJECTIVE: To identify patient-reported social risk, behavioral, and health factors associated with emergency department (ED) utilization in high-risk Veterans Affairs (VA) patients. DATA SOURCES: Patient survey, VA, Medicare data. STUDY DESIGN: Prospective cohort study using multivariable logistic regression to identify patient-reported factors associated with all-cause and ambulatory care sensitive condition (ACSC)-related ED visits among VA patients at high risk for hospitalization or death. DATA EXTRACTION METHODS: Patient-reported measures derived from a 2018 survey sent to 10,000 VA patients; clinical and demographic characteristics derived from VA data; ED visits derived from VA and Medicare claims. PRINCIPAL FINDINGS: Among 4680 survey respondents, 52.5% and 16.3% experienced an all-cause or ACSC-related ED visit in the following year, respectively. An ED visit was more likely among individuals with functional status limitations (6.0% points (Confidence Interval [CI] 0.017-0.103)) and transportation barriers (5.2% points [CI 0.005-0.099]). An ACSC-related ED visit was more likely among individuals with functional status limitations (3.2% points [CI 0.003-0.062]) and self-rated poorer health (7.4% points (CI 0.030-0.119) poor; 6.2% points (CI 0.029-0.096) fair; 4.1% points (CI 0.009-0.073) good; compared with excellent/very good). CONCLUSIONS: Patient-reported factors not present in most electronic health records were significantly associated with future ED visits in high-risk VA patients.

Evaluation of Complexity Measurement Tools for Correlations with Health-Related Outcomes, Health Care Costs and Impacts on Healthcare Providers: A Scoping Review.

Various tools to measure patient complexity have been developed. Primary care physicians often deal with patient complexity. However, their usefulness in primary care settings is unclear. This study explored complexity measurement tools in general adult and patient populations to investigate the correlations between patient complexity and outcomes, including health-related patient outcomes, healthcare costs, and impacts on healthcare providers. We used a five-stage scoping review framework, searching MEDLINE and CINAHL, including reference lists of identified studies. A total of 21 patient complexity management tools were found. Twenty-five studies examined the correlation between patient complexity and health-related patient outcomes, two examined healthcare costs, and one assessed impacts on healthcare providers. No studies have considered sharing information or action plans with multidisciplinary teams while measuring outcomes for complex patients. Of the tools, eleven used face-to-face interviews, seven extracted data from medical records, and three used self-assessments. The evidence of correlations between patient complexity and outcomes was insufficient for clinical implementation. Self-assessment tools might be convenient for conducting further studies. A multidisciplinary approach is essential to develop effective intervention protocols. Further research is required to determine these correlations in primary care settings.

Increasing Patient Complexity Is Associated With Longer In-Hospital Lengths of Stay and Higher Rates of Medical Complications Following Primary 1- to 2-Level Lumbar Fusion.

BACKGROUND: The Elixhauser Comorbidity Index (ECI) is a stratification tool to predict adverse surgical outcomes. No studies have explored the relationship between ECI and outcomes following primary 1- to 2-level lumbar fusion (1-2LF). The purpose was to determine whether an ECI score greater than 1 correlated with (1) longer in-hospital length of stay (LOS) and (2) greater odds of developing 90-day medical complications. METHODS: A retrospective review from 2004 to 2015 was performed using the Medicare Standard Analytical Files for patients undergoing primary LF. Patients with ECI scores from 2 to 5 served as the study cohorts (1 for each ECI score), and patients with an ECI score of 1 served as the control cohort. In-hospital LOS and 90-day medical complications were compared between cohorts. A P value of <0.001 was statistically significant. RESULTS: A total of 105,120 patients were equally distributed between the 5 cohorts. Patients with an ECI score of 2 (6.00 ± 4.51), ECI 3 (6.22 ± 4.67), ECI 4 (7.35 ± 5.05), or ECI 5 (8.99 ± 5.67) had longer in-hospital LOS compared with patients with an ECI score of 1 (4.28 ± 4.36) (all P < 0.001). Patients with an ECI score of 2 (OR: 1.17, 95% CI: 1.05-1.30, P = 0.003; 2.85% vs 2.45%), ECI 3 (OR: 1.22, 95% CI: 1.10-1.36, P < 0.001; 2.98% vs 2.45%), ECI 4 (OR: 1.26, 95% CI: 1.13-1.40, P < 0.001; 3.10% vs 2.45%), or ECI 5 (OR: 1.18, 95% CI: 1.06-1.31, P = 0.001; 2.89% vs 2.45%) had greater incidence and odds of 90-day medical complications such as pneumonia, deep vein thrombosis, cerebrovascular accidents, and myocardial infarctions than patients in the control group (all P < 0.0001). CONCLUSIONS: Increasing ECI score was associated with longer in-hospital LOS and increased 90-day medical complication rates following 1-2LF. This study is the first to establish a correlation between ECI score, in-hospital LOS, and complication rates following lumbar fusion. CLINICAL RELEVANCE: ECI score may assist physicians in adjusting pre- and postoperative care for complex patients undergoing 1-2LF.

Definition of patient complexity in adults: A narrative review.

Background: Better identification of complex patients could help to improve their care. However, the definition of patient complexity itself is far from obvious. We conducted a narrative review to identify, describe, and synthesize the definitions of patient complexity used in the last 25 years. Methods: We searched PubMed for articles published in English between January 1995 and September 2020, defining patient complexity. We extended the search to the references of the included articles. We assessed the domains presented in the definitions, and classified the definitions as based on (1) medical aspects (e.g., number of conditions) or (2) medical and/or non-medical aspects (e.g., socio-economic status). We assessed whether the definition was based on a tool (e.g., index) or conceptual model. Results: Among 83 articles, there was marked heterogeneity in the patient complexity definitions. Domains contributing to complexity included health, demographics, behavior, socio-economic factors, healthcare system, medical decision-making, and environment. Patient complexity was defined according to medical aspects in 30 (36.1%) articles, and to medical and/or non-medical aspects in 53 (63.9%) articles. A tool was used in 36 (43.4%) articles, and a conceptual model in seven (8.4%) articles. Conclusion: A consensus concerning the definition of patient complexity was lacking. Most definitions incorporated non-medical factors in the definition, underlining the importance of accounting not only for medical but also for non-medical aspects, as well as for their interrelationship.

Exploring Patient Multimorbidity and Complexity Using Health Insurance Claims Data: A Cluster Analysis Approach.

BACKGROUND: Although the trend of progressing morbidity is widely recognized, there are numerous challenges when studying multimorbidity and patient complexity. For multimorbid or complex patients, prone to fragmented care and high health care use, novel estimation approaches need to be developed. OBJECTIVE: This study aims to investigate the patient multimorbidity and complexity of Swiss residents aged ≥50 years using clustering methodology in claims data. METHODS: We adopted a clustering methodology based on random forests and used 34 pharmacy-based cost groups as the only input feature for the procedure. To detect clusters, we applied hierarchical density-based spatial clustering of applications with noise. The reasonable hyperparameters were chosen based on various metrics embedded in the algorithms (out-of-bag misclassification error, normalized stress, and cluster persistence) and the clinical relevance of the obtained clusters. RESULTS: Based on cluster analysis output for 18,732 individuals, we identified an outlier group and 7 clusters: individuals without diseases, patients with only hypertension-related diseases, patients with only mental diseases, complex high-cost high-need patients, slightly complex patients with inexpensive low-severity pharmacy-based cost groups, patients with 1 costly disease, and older high-risk patients. CONCLUSIONS: Our study demonstrated that cluster analysis based on pharmacy-based cost group information from claims-based data is feasible and highlights clinically relevant clusters. Such an approach allows expanding the understanding of multimorbidity beyond simple disease counts and can identify the population profiles with increased health care use and costs. This study may foster the development of integrated and coordinated care, which is high on the agenda in policy making, care planning, and delivery.

Examining the predictability and prognostication of multimorbidity among older Delayed-Discharge Patients: A Machine learning analytics.

BACKGROUND: Patient complexity among older delayed-discharge patients complicates discharge planning, resulting in a higher rate of adverse outcomes, such as readmission and mortality. Early prediction of multimorbidity, as a common indicator of patient complexity, can support proactive discharge planning by prioritizing complex patients and reducing healthcare inefficiencies. OBJECTIVE: We set out to accomplish the following two objectives: 1) to examine the predictability of three common multimorbidity indices, including Charlson-Deyo Comorbidity Index (CDCI), the Elixhauser Comorbidity Index (ECI), and the Functional Comorbidity Index (FCI) using machine learning (ML), and 2) to assess the prognostic power of these indices in predicting 30-day readmission and mortality. MATERIALS AND METHODS: We used data including 163,983 observations of patients aged 65 and older who experienced discharge delay in Ontario, Canada, during 2004 - 2017. First, we utilized various classification ML algorithms, including classification and regression trees, random forests, bagging trees, extreme gradient boosting, and logistic regression, to predict the multimorbidity status based on CDCI, ECI, and FCI. Second, we used adjusted multinomial logistic regression to assess the association between multimorbidity indices and the patient-important outcomes, including 30-day mortality and readmission. RESULTS: For all ML algorithms and regardless of the predictive performance criteria, better predictions were established for the CDCI compared with the ECI and FCI. Remarkably, the most predictable multimorbidity index (i.e., CDCI with Area Under the Receiver Operating Characteristic Curve = 0.80, 95% CI = 0.79 - 0.81) also offered the highest prognostications regarding adverse events (RRRmortality = 3.44, 95% CI = 3.21 - 3.68 and RRRreadmission = 1.36, 95% CI = 1.31 - 1.40). CONCLUSIONS: Our findings highlight the feasibility and utility of predicting multimorbidity status using ML algorithms, resulting in the early detection of patients at risk of mortality and readmission. This can support proactive triage and decision-making about staffing and resource allocation, with the goal of optimizing patient outcomes and facilitating an upstream and informed discharge process through prioritizing complex patients for discharge and providing patient-centered care.

Diverse clinical and social circumstances: developing patient-centred care for DR-TB patients in South Africa.

OBJECTIVE: To describe the medical, socio-economic and geographical profiles of patients with rifampicin-resistant TB (RR-TB) and the implications for the provision of patient-centred care. SETTING: Thirteen districts across three South African provinces. DESIGN: This descriptive study examined laboratory and healthcare facility records of 194 patients diagnosed with RR-TB in the third quarter of 2016. RESULTS: The median age was 35 years; 120/194 (62%) of patients were male. Previous TB treatment was documented in 122/194 (63%) patients and 56/194 (29%) had a record of fluoroquinolone and/or second-line injectable resistance. Of 134 (69%) HIV-positive patients, viral loads were available for 68/134 (51%) (36/68 [53%] had viral loads of >1000 copies/ml) and CD4 counts were available for 92/134 (69%) (20/92 [22%] had CD4 <50 cells/mm3). Patients presented with varying other comorbidities, including hypertension (13/194, 7%) and mental health conditions (11/194, 6%). Of 194 patients, 44 (23%) were reported to be employed. Other socio-economic challenges included substance abuse (17/194, 9%) and ill family members (17/194, 9%). Respectively 13% and 42% of patients were estimated to travel more than 20 km to reach their diagnosing and treatment-initiating healthcare facility. CONCLUSIONS: RR-TB patients had diverse medical and social challenges highlighting the need for integrated, differentiated and patient-centred healthcare to better address specific needs and underlying vulnerabilities of individual patients.

OBJECTIF: Décrire les profils médicaux, socioéconomiques et géographiques des patients atteints de TB résistante à la rifampicine (RR-TB) et les implications en matière de soins centrés sur le patient. CONTEXTE: Treize districts de trois provinces d'Afrique du Sud. MÉTHODE: Cette étude descriptive a analysé les dossiers médicaux et de laboratoire de 194 patients ayant reçu un diagnostic de RR-TB au troisième trimestre de 2016. RÉSULTATS: L'âge médian était de 35 ans ; 120/194 (62%) patients étaient des hommes. Un traitement antituberculeux antérieur était documenté chez 122/194 (63%) patients, et 56/194 (29%) avaient une résistance à la fluoroquinolone et/ou à un agent injectable de deuxième ligne documentée. Sur 134 (69%) patients infectés par le VIH, les charges virales étaient disponibles pour 68/134 (51%) patients (36/68 [53%] avaient des charges virales >1 000 copies/ml) et les taux de CD4 étaient disponibles pour 92/134 (69%) patients (20/92 [22%] avaient un taux de CD4 <50 cellules/mm3). Les patients présentaient diverses autres comorbidités, dont hypertension (13/194, 7%) et troubles psychiques (11/194, 6%). Sur les 194 patients, 44 (23%) avaient un emploi. Les autres problèmes socioéconomiques comprenaient la toxicomanie (17/194, 9%) et le fait d'avoir un membre de sa famille malade (17/194, 9%). Respectivement 13% et 42% des patients parcouraient plus de 20 km pour se rendre à leur centre de diagnostic et au centre de soins responsable de l'instauration du traitement. CONCLUSIONS: Les patients atteints de RR-TB avaient divers problèmes médicaux et sociaux. Ces résultats soulignent le besoin de soins intégrés, différenciés et centrés sur le patient afin de mieux répondre aux besoins spécifiques et aux vulnérabilités sous-jacentes de chaque patient.

Diseño y validación del Índice de Evaluación de Casos Complejos (IECC), un instrumento para identificar pacientes complejos / Design and validation of the Complex Case Evaluation Index, an instrument to identify complex patients

Fundamento: Desarrollar y validar un instrumento específico de identificación de pacientes complejos, elÍndice de Evaluación de Casos Complejos (IECC). Métodos: Estudio instrumental con dos fases: 1) Elaboración del instrumento: se definieron y operacionalizaronlas variables extraídas de la literatura que, posteriormente, fueron sometidas al juicio de expertos. El IECCincluyó catorce variables divididas en dos dimensiones:complejidad del manejo clínico y complejidad del manejo comunitario. 2) Estudio psicométrico: evaluaciónde la fiabilidad por equivalencia entre observadores (rPearson), de la validez de criterio respecto al sistema declasificación Clinical Risk Groups (CRG) y de la validezde constructo a través de grupos conocidos y a travésdel estudio de conglomerados jerárquicos. Los análisisse realizaron con el paquete estadístico SPSS.v.17. Resultados: La fiabilidad entre observadores para lasubescala clínica fue r = 0,97, para la subescala comunitaria r = 0,74 y para la puntuación total r = 0,89. El 88,4%(n = 458) de los 518 casos identificados como complejospor el IECC fueron categorizados por el sistema CRG enlas categorías de más complejidad clínica (niveles 6 a9). Los resultados sustentan la validez de constructode la escala. El análisis de conglomerados mostró dosclusters diferentes, aunque relacionados. Conclusión: El IECC es un índice breve y de fácil aplicación, con una buena adecuación conceptual y evidencias de su fiabilidad y validez dirigido a la detección depacientes con necesidades complejas.(AU)

Background: The aim was to develop and validate theComplex Case Assessment Index (CCAI), a specific instrument to identify complex patients. Methods: Instrumental study in two phases: 1) Development of the scale: the variables extracted from theliterature were firstly defined and operationalized, andthen submitted for expert judgment. The CCAI included14 variables divided into two dimensions: complexity ofclinical management and complexity of community management. 2) Psychometric study: evaluation of the reliability and validity of the scale by equivalence betweenobservers (Pearson’s r), criterion validity with respect tothe Clinical Risk Groups (CRG) classification system, andconstruct validity through known groups and study ofhierarchical clusters were examined. The analyses werecarried out with the SPSS version 17 statistical package. Results: Reliability by equivalence between observers was r = 0.97 for the clinical subscale, r = 0.74 for thecommunity subscale, and r = 0.89 for the total score.The CCAI identified 518 cases as complex; 458 of them(88.4%) were categorized by the CRG system in the categories of greatest clinical complexity (levels 6 to 9).The results support the construct validity of the scale.The cluster analysis showed two different, although related, clusters. Conclusion: The CCAI is a fast and easy-to-use index,with good conceptual adequacy and evidence of reliability and validity for screening patients with complexneeds.(AU)

Understanding value and patient complexity among common inpatient vascular surgery procedures.

OBJECTIVE: Vascular surgery patients are highly complex, second only to patients undergoing cardiac procedures. However, unlike cardiac surgery, work relative value units (wRVU) for vascular surgery were undervalued based on an overall patient complexity score. This study assesses the correlation of patient complexity with wRVUs for the most commonly performed inpatient vascular surgery procedures. METHODS: The 2014 to 2017 National Surgical Quality Improvement Program Participant Use Data Files were queried for inpatient cases performed by vascular surgeons. A previously developed patient complexity score using perioperative domains was calculated based on patient age, American Society of Anesthesiologists class of ≥4, major comorbidities, emergent status, concurrent procedures, additional procedures, hospital length of stay, nonhome discharge, and 30-day major complications, readmissions, and mortality. Procedures were assigned points based on their relative rank and then an overall score was created by summing the total points. An observed to expected ratio (O/E) was calculated using open ruptured abdominal aortic aneurysm repair (rOAAA) as the referent and then applied to an adjusted median wRVU per operative minute. RESULTS: Among 164,370 cases, patient complexity was greatest for rOAAA (complexity score = 128) and the least for carotid endarterectomy (CEA) (complexity score = 29). Patients undergoing rOAAA repair had the greatest proportion of American Society of Anesthesiologists class of ≥IV (84.8%; 95% confidence interval [CI], 82.6%-86.8%), highest mortality (35.5%; 95% CI, 32.8%-38.3%), and major complication rate (87.1%; 95% CI, 85.1%-89.0%). Patients undergoing CEA had the lowest mortality (0.7%; 95% CI, 0.7%-0.8%), major complication rate (8.2%; 95% 95% CI, 8.0%-8.5%), and shortest length of stay (2.7 days; 95% CI, 2.7-2.7). The median wRVU ranged from 10.0 to 42.1 and only weakly correlated with overall complexity (Spearman's ρ = 0.11; P < .01). The median wRVU per operative minute was greatest for thoracic endovascular aortic repair (0.25) and lowest for both axillary-femoral artery bypass (0.12) and open femoral endarterectomy, thromboembolectomy, or reconstruction (0.12). After adjusting for patient complexity, CEA (O/E = 3.8) and transcarotid artery revascularization (O/E = 2.8) had greater than expected O/E. In contrast, lower extremity bypass (O/E = 0.77), lower extremity embolectomy (O/E = 0.79), and open abdominal aortic repair (O/E = 0.80) had a lower than expected O/E. CONCLUSIONS: Patient complexity varies substantially across vascular procedures and is not captured effectively by wRVUs. Increased operative time for open procedures is not adequately accounted for by wRVUs, which may unfairly penalize surgeons who perform complex open operations.

Asociación entre eventos adversos en el cuidado de enfermería, cultura de seguridad y complejidad de pacientes en un hospital chileno

RESUMEN Objetivo: Determinar asociación entre cultura de seguridad, complejidad de pacientes e incidencia de eventos adversos (EA) asociados al cuidado de enfermería en un hospital chileno de alta complejidad. Material y Método: Estudio transversal, cuantitativo, analítico y diseño ecológico, que en 869 reportes midió los EA ocurridos entre 2014 y 2017. Se midió la cultura de seguridad con el total de enfermeros/as (95) a través del Cuestionario sobre Seguridad de los Pacientes, versión española adaptada de Hospital Survey on Patient Safety Culture, encuesta original de la Agency for Healthcare Research and Quality (AHRQ), de los Estados Unidos; la complejidad del paciente se midió según datos del Grupo Relacionado de Diagnósticos (GRD). El análisis consideró estadística descriptiva y correlaciones de Spearman y regresiones logísticas entre incidencia de EA ajustada a complejidad y cultura de seguridad. Resultados: La media de la percepción de seguridad global fue de 7,69 puntos; las dimensiones 4 (aprendizaje organizacional/mejora continua) y 5 (trabajo en equipo en la unidad/servicio) son consideradas fortalezas; la dimensión 9 (dotación de personal) una oportunidad de mejora; los servicios de mayor complejidad presentan mayor incidencia de EA y mayor cultura de seguridad; existe asociación lineal entre incidencia de EA ajustada a complejidad y clima de seguridad global (coeficiente beta=-5,11; p valor 0,004; IC 1,65-8,5). Conclusiones: Se confirma la asociación entre eventos adversos con cultura de seguridad y complejidad del cuidado. La mayor incidencia de EA se debe al mayor número de reportes y no a su mayor ocurrencia. Las instituciones de salud deben promover estrategias que incrementen el nivel de cultura de seguridad para mejorar los cuidados de enfermería y la calidad en salud.

ABSTRACT Objective: To determine the association between safety culture, the degree of complexity of the patients and the incidence of adverse events associated with nursing care in a Chilean hospital. Method: Cross-seccional study, with a quantitative approach, analytical and ecological design, which in 869 reports measured AE that occurred between 2014 - 2017. Safety culture was measured with the total number of nurses (95) through the Patient Safety Questionnaire, a Spanish version adapted from the Hospital Survey on Patient Safety Culture, an original survey from the Agency for Healthcare Research and Quality (AHRQ), from the United States; the complexity of the patient was measured according to data from the Related Group of Diagnoses (DRG). The analysis considered descriptive statistics and Spearman correlations and logistic regressions between AD incidence adjusted for complexity and safety culture. Results: The mean global security perception was 7.69 points; Dimensions 4 (organizational learning / continuous improvement) and 5 (teamwork in the unit / service) are considered strengths; dimension 9 (staffing) with opportunity for improvement; more complex services have a higher incidence of AE and a higher safety culture; There is a linear association between the incidence of AD adjusted to complexity and the global security climate (beta coefficient = -5.11; p value 0.004; CI 1.65 and 8.5). Conclusions: The association between quality culture, complexity of care and adverse events is confirmed. The higher incidence of AE is due to the greater number of reports and not to its greater occurrence. Health institutions must promote and implement strategies to increase the safety culture level in nursing personnel to improve the delivery of quality care in health.

RESUMO Objetivo: Determinar a associação entre cultura de segurança, complexidade do paciente e incidência de eventos adversos (EA) associados à assistência de enfermagem em um hospital chileno de alta complexidade. Material e Método: Estudo transversal, quantitativo, analítico e de desenho ecológico, que em 869 relatórios mediu EA ocorridos entre 2014-2017. A cultura de segurança foi medida com todos os enfermeiros (95) por meio do Questionnaire, versão em espanhol adaptada do Hospital Survey on Patient Safety Culture, pesquisa original da Agência dos Estados Unidos para Pesquisa e Qualidade em Saúde (AHRQ), a complexidade do paciente foi medida de acordo com dados do Related Group of Diagnoses (DRG). A análise considerou estatísticas descritivas e correlações de Spearman e regressões logísticas entre a incidência de DA ajustada para complexidade e cultura de segurança. Resultados: A percepção de segurança global média foi de 7,69 pontos; As dimensões 4 (aprendizagem organizacional / melhoria contínua) e 5 (trabalho em equipe na unidade / serviço) são consideradas pontos fortes; dimensão 9 (pessoal) com oportunidade de melhoria; serviços mais complexos apresentam maior incidência de EA e maior cultura de segurança; Existe uma associação linear entre a incidência de DA ajustada à complexidade e clima de segurança global (coeficiente beta = -5,11; valor de p 0,004; IC 1.65 e 8.5). Conclusões: Confirma-se a associação entre cultura de qualidade, complexidade do atendimento e eventos adversos. A maior incidência de EA se deve ao maior número de notificações e não à sua maior ocorrência. As instituições de saúde devem promover e implementar estratégias que aumentem o nível de cultura de segurança no pessoal de enfermagem para melhorar a prestação de cuidados e a qualidade em saúde.

The Safe Care Framework™: A practical tool for critical thinking.

Safe, effective and ethical clinical decision-making in nursing depends on critical thinking, yet there is no consensus on the educational strategies that are most effective in developing and refining this foundational skill. A qualitative inquiry among graduating Bachelor of Science in Nursing students sought to determine whether one such educational strategy, an operationalized critical thinking framework, would assist nursing students to better understand acute care patients' complex profiles. The Safe Care Framework™, consisting of the 'Concept Map Template' and the 'Priority Setting Tool Template', was developed using a constructivist pedagogical approach. The framework illustrates and operationalizes the systematic critical thinking processes that expert nurses use to provide safe, comprehensive care. Thematic analysis of qualitative survey results revealed the following three main themes; (1) greater organization and understanding of patient data; (2) guiding of assessments and priorities of care; (3) better communication with others, and several subthemes. Thus, the Safe Care Framework™ may be a practical operational tool that can support novice nurses in developing critical thinking skills. This framework adds to the literature on innovative pedagogy for nurse educators.

Fibromyalgia Increases the Risk of Surgical Complications Following Total Knee Arthroplasty: A Nationwide Database Study.

BACKGROUND: Although fibromyalgia is a common comorbidity with knee osteoarthritis, the orthopedic literature on this population is limited. Therefore, the purpose of this study is to assess if fibromyalgia patients have a higher likelihood of developing surgical complications after total knee arthroplasty (TKA) than a matched control cohort. METHODS: The Medicare Standard Analytical Files of the PearlDiver supercomputer was utilized to identify patients who underwent a TKA between 2005 and 2014. Patients were 1:1 propensity score matched based on the diagnosis of fibromyalgia, age, gender, and the Charlson Comorbidity Index, yielding a total of 305,510 patients. Odds ratios (ORs), 95% confidence intervals (95% CIs), and P-values (<.05) were calculated to examine the likelihood of developing any surgical complication, as well as specific surgical complications. RESULTS: Compared to a matched cohort, fibromyalgia patients had increased odds of developing any surgical complication (OR 1.55, 95% CI 1.51-1.60, P < .001), such as bearing wear (OR 2.11, 95% CI 1.48-3.01, P < .0001) and periprosthetic osteolysis (OR 1.71, 95% CI 1.10-2.66, P = .018). Furthermore, these patients had significantly greater odds of developing revision of tibial insert (OR 1.5, 95% CI 1.14-2.05, P = .046), mechanical loosening (OR 1.34, 95% CI 1.26-1.53, P < .0001), infection/inflammation (OR 1.33, 95% CI 1.26-1.14, P < .0001), dislocations (OR 1.33, 95% CI 1.21-1.47, P < .0001), as well as other complications (OR 1.74, 95% CI 1.68-1.80, P < .0001). CONCLUSION: This analysis of over 300,000 patients identified that fibromyalgia patients can have a greater risk of developing certain surgical complications after TKA. Therefore, fibromyalgia patients must be made aware of the increased postoperative risks and surgeons should consider enhanced preoperative medical and surgical optimization.

Complex Care Needs in Multiple Chronic Conditions: Population Prevalence and Characterization in Primary Care. A Study Protocol.

BACKGROUND: Chronicity, and particularly complex care needs for people with chronic diseases is one of the main challenges of health systems. OBJECTIVE: To determine the population prevalence of people with chronic diseases and complex care needs and to characterize these needs considering features of health and social complexity in Primary Care. DESIGN: Cross-sectional population-based study. SCOPE: Patients who have one or more chronic health conditions from three Primary Care urban centres of a reference population of 43.647 inhabitants older than 14 years old. METHODOLOGY: Data will be obtained from the review of electronical medical records. Complexity will be defined by: 1) the independent clinical judgment of primary care physicians and nurses and 2) the aid of three complexity domains (clinical and social). Patients with advanced chronic disease and limited life prognosis will be also described. CONCLUSIONS: This research protocol intends to describe and analyse complex care needs from a primary care professional perspective in order to improve knowledge of complexity beyond multimorbidity and previous consumption of health resources. Knowing about health and social complexity with a more robust empirical basis could help for a better integration of social and health policies and a more proactive and differentiated care approach in this most vulnerable population.

Day of Week, Site of Service, and Patient Complexity Differences in Venous Ultrasound Interpreted by Radiologists Versus Nonradiologists.

OBJECTIVE: Nationally, nonradiologists interpret an increasing proportion of lower extremity venous duplex ultrasound (LEVDU) examinations. We aimed to study day of week, site of service, and patient complexity differences in LEVDU services interpreted by radiologists versus nonradiologists. MATERIALS AND METHODS: Using carrier claims files for a 5% national sample of Medicare beneficiaries from 2012 to 2015, we retrospectively classified all LEVDU examinations by physician specialty (radiologist versus nonradiologist), day of week (weekday versus weekend), site of service, and patient Charlson Comorbidity Index (CCI) scores. Pearson's χ2 was used to test statistical significance. RESULTS: Of 760,433 LEVDU examinations for which provider specialty could be determined, 439,964 (58%) were interpreted by radiologists and 320,469 (42%) by nonradiologists. On weekends, radiologists interpreted 75% (66,094 of 88,244) and nonradiologists 25% (22,150 of 88,244) (P < .0001). Of LEVDU examinations interpreted by radiologists, 57% were performed in the inpatient or emergency department settings, and 70% of LEVDU examinations interpreted by nonradiologists were performed in the private office or outpatient hospital setting. Radiologists interpreted a slightly larger proportion (17%) of their examinations on patients with more comorbidities (CCI of ≥3) than nonradiologists (15%) (P < .0001). CONCLUSION: Compared with nonradiologists, radiologists interpret a disproportionately larger share of weekend (versus weekday) LEVDU examinations and a considerably larger proportion in higher acuity settings. Additionally, the patients on whom they render services have more comorbidities. To optimize around-the-clock patient access to necessary imaging, emerging quality payment programs should consider the timing and sites of service, as well as patient complexity.