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1.
Mov Disord ; 2024 Apr 15.
Article in English | MEDLINE | ID: mdl-38619077

ABSTRACT

Status dystonicus is the most severe form of dystonia with life-threatening complications if not treated promptly. We present consensus recommendations for the initial management of acutely worsening dystonia (including pre-status dystonicus and status dystonicus), as well as refractory status dystonicus in children. This guideline provides a stepwise approach to assessment, triage, interdisciplinary treatment, and monitoring of status dystonicus. The clinical pathways aim to: (1) facilitate timely recognition/triage of worsening dystonia, (2) standardize supportive and dystonia-directed therapies, (3) provide structure for interdisciplinary cooperation, (4) integrate advances in genomics and neuromodulation, (5) enable multicenter quality improvement and research, and (6) improve outcomes. © 2024 International Parkinson and Movement Disorder Society.

2.
Article in English | MEDLINE | ID: mdl-39264372

ABSTRACT

PURPOSE: To describe the long-term effects of an ASP among febrile neutropenia (FN) patients. METHODS: A quasi-experimental study was conducted between 2015 and 2023 at a tertiary care hospital in Istanbul, Türkiye. The ASP was implemented for FN patients, and the effects were assessed before and after the ASP interventions, which included FN clinical pathways and regular multi-disciplinary meetings with relevant healthcare workers. RESULTS: A total of 489 FN episodes of 290 patients were included, 42% were female, and the mean age was 56 years (SD: 15, range: 18-89 years). After the intervention, the rate of appropriate antimicrobial therapy at the levels of starting (p = 0.005), switching (p < 0.001), and de-escalation/discontinuation, (p < 0.001) significantly increased. Another positive impact of the ASP was a significant reduction in candidemia (from 4.88 to 0.74, p = 0.004), as well as a significant reduction in the 90-day mortality rate (from 19 to 5%, p < 0.001). In multivariate analysis, having a gram-negative bloodstream infection, prolonged days with fever, and a high risk for neutropenia were found to be significant predictors of 90-day mortality, while follow-up with ASP significantly reduced mortality. CONCLUSION: Implementation of ASP led to reduced candidemia and LOS without increasing mortality, even in a country with a high rate of antimicrobial resistance. Implementation of sustainable ASP for FN patients is critical in combating antimicrobial resistance.

3.
Pediatr Blood Cancer ; 71(4): e30879, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38279845

ABSTRACT

BACKGROUND: Adequate oxygen saturation (SpO2 ) is crucial for managing sickle cell disease (SCD). Children with SCD are at increased risk for occult hypoxemia; therefore, understanding SpO2 threshold practices would help identify barriers to oxygen optimization in a population sensitive to oxyhemoglobin imbalances. We investigated SpO2 cutoff levels used in clinical algorithms for management of acute SCD events at children's hospitals across the United States, and determined their consistency with recommended national guidelines (SpO2  > 95%). METHODS: Clinical pathways and algorithms used for the management of vaso-occlusive crisis (VOC) and acute chest syndrome (ACS) in SCD were obtained and reviewed from large children's hospitals in the United States. RESULTS: Responses were obtained from 94% (140/149) of eligible children's hospitals. Of these, 63 (45%) had available clinical algorithms to manage VOC and ACS. SpO2 cutoff was provided in 71.4% (45/63) of clinical algorithms. Substantial variation in SpO2 cutoff levels was noted, ranging from ≥90% to more than 95%. Only seven hospitals (5% of total hospitals and 15.6% of hospitals with clinical algorithms available) specified oxygen cutoffs that were consistent with national guidelines. Hospitals geographically located in the South (46.8%; n = 29/62) and Midwest (54.8%; n = 17/31) were more likely to have VOC and ACS clinical algorithms, compared to the Northeast (26.5%; n = 9/34) and West (36.4%; n = 8/22). CONCLUSION: There is inconsistency in the use of clinical algorithms and oxygen thresholds for VOC and ACS across US children's hospitals. Children with SCD could be at risk for insufficient oxygen therapy during adverse acute events.


Subject(s)
Acute Chest Syndrome , Anemia, Sickle Cell , Volatile Organic Compounds , Child , Humans , United States , Oxygen Saturation , Anemia, Sickle Cell/therapy , Anemia, Sickle Cell/complications , Acute Chest Syndrome/etiology , Acute Chest Syndrome/therapy , Oxygen , Hospitals
4.
Circ J ; 2024 Sep 14.
Article in English | MEDLINE | ID: mdl-39284715

ABSTRACT

BACKGROUND: Aggressive lipid-lowering therapy is important for secondary prevention of acute myocardial infarction (AMI). The recommended target for low-density lipoprotein cholesterol (LDL-C) of <70 mg/dL is often not achieved. To address this gap, we implemented a clinical pathway in all hospitals that perform percutaneous coronary interventions (PCI) with primary care physicians in Nagasaki and aimed to validate the effectiveness of this pathway in an acute setting. METHODS AND RESULTS: This retrospective cohort study included medical records extracted from 8 hospitals in Nagasaki, Japan, where PCI was performed for patients with AMI. The index date was defined as the date of hospitalization for AMI between July 1, 2021, and February 28, 2023. The primary outcome was the rate of achieving LDL-C <70 mg/dL at discharge. The median baseline LDL-C level at admission was 121 mg/dL (n=226) in the pre-implementation group and 116 mg/dL (n=163) in the post-implementation group. In the post-implementation group, 131 patients were treated using the clinical pathway. The rate of achieving LDL-C <70 mg/dL at discharge increased significantly from 37.2% before implementation to 54.6% after implementation. Logistic regression analysis revealed a positive correlation between the implementation of the clinical pathway and achieving LDL-C <70 mg/dL. CONCLUSIONS: Implementation of a region-wide clinical pathway for LDL-C management significantly improved the rate of intensive lipid-lowering therapy and the achievement of LDL-C targets.

5.
Br J Anaesth ; 133(3): 637-646, 2024 Sep.
Article in English | MEDLINE | ID: mdl-38926027

ABSTRACT

BACKGROUND: Anaemia, blood loss, and blood transfusion are critical aspects of patient care in major orthopaedic surgery. We assessed hospital adherence to guideline-recommended Patient Blood Management (PBM) care, analysed variations between hospitals, and validated two composite indicators of hospital PBM performance in patients undergoing total knee arthroplasty (TKA) or total hip arthroplasty (THA). METHODS: This retrospective cohort study included all primary TKA and THA procedures performed during 2021 across 39 hospitals in Spain. We assessed hospital adherence to key guideline-recommended PBM interventions using nine individual quality indicators and two types of composite quality indicators (cQIs): opportunity-based (cQI1) and all-or-none (cQI2). We validated these cQIs by analysing their associations with the adjusted total transfusion index using linear regression. RESULTS: We included 8561 patient episodes from 33 hospitals in the analysis. Delivery of PBM care was similar for TKA and THA. Patients received 62% of the analysed PBM interventions and only 12% of patients underwent the full PBM pathway. Higher hospital cQIs scores were associated with a lower adjusted total transfusion index, both in TKA and THA. The greatest association was found for cQI1 in THA patients (ß=-1.18 [95% confidence interval -2.00 to -0.36]; P=0.007). CONCLUSIONS: Hospital adherence to guideline-recommended patient blood management care in total hip and knee arthroplasty was suboptimal and varied across centres. Using data that are widely available in hospitals, quality indicators and composite scores could become valuable tools for patient blood management monitoring and comparisons between healthcare organisations.


Subject(s)
Arthroplasty, Replacement, Hip , Arthroplasty, Replacement, Knee , Blood Transfusion , Guideline Adherence , Quality Indicators, Health Care , Humans , Arthroplasty, Replacement, Hip/standards , Retrospective Studies , Female , Aged , Male , Blood Transfusion/standards , Blood Transfusion/statistics & numerical data , Middle Aged , Guideline Adherence/statistics & numerical data , Spain , Hospitals/standards , Blood Loss, Surgical , Cohort Studies , Aged, 80 and over , Anemia/therapy , Anemia/blood
6.
J Asthma ; 61(3): 238-248, 2024 Mar.
Article in English | MEDLINE | ID: mdl-37737546

ABSTRACT

Objective: To determine if adherence to an asthma treatment pathway is associated with a decrease in hospitalizations.Methods: A prospective cohort design was conducted of Thai children aged 2-15 years who visited the emergency department with severe asthma exacerbations, defined as a Buddhasothorn Asthma Severity Score ≥ 8. Patients who received systemic corticosteroids and nebulized short-acting beta-2 agonists combined with ipratropium bromides were classified as the adherence group. The timing of steroid and bronchodilator administration, length of hospital stay, and hospitalization rate were examined in relation to adherence to the asthma pathway. Multivariable logistic regression models and adjusted odds ratios were used to assess associations.Results: A total of 118 episodes of asthma exacerbations (EAEs) from 59 participants were included. Patients who adhered to the pathway had a significantly higher rate of systemic corticosteroid administration within 1 h of arrival at triage (88.6% vs. 41.9%, adjusted Odds Ratio: aOR 10.21; 95%CI 3.52-29.62). A higher proportion of the patients who adhered to the pathway also received inhaled ipratropium bromide ≥ 2 doses within 1 h of arrival at triage (72.7% vs. 12.2%, aOR 23.51; 95%CI 7.73-71.54) and it was administered significantly faster by 31 min (5 min vs. 36 min, p < 0.001) compared to non-adherence group. The hospitalization rate was significantly lower by almost half of EAEs for adherence group (36.4% vs. 63.5%, aOR 0.41; 95%CI 0.18-0.93).Conclusions: Accurate assessment of severity and adherence to the clinical pathway can reduce hospitalization in pediatric patients with severe asthma exacerbations.


Subject(s)
Asthma , Bronchodilator Agents , Humans , Child , Bronchodilator Agents/therapeutic use , Asthma/diagnosis , Asthma/drug therapy , Prospective Studies , Triage , Hospitalization , Ipratropium/therapeutic use , Adrenal Cortex Hormones/therapeutic use , Administration, Inhalation
7.
BMC Health Serv Res ; 24(1): 348, 2024 Mar 16.
Article in English | MEDLINE | ID: mdl-38493290

ABSTRACT

BACKGROUND: The job performance of clinicians is a clear indicator of both hospital capacity and the level of hospital service. It plays a crucial role in maintaining the effectiveness and quality of medical care. Clinical pathways are a systematic method of quality improvement successfully recommended by broader healthcare systems. Since clinicians play a key role in implementing clinical pathways in public hospitals, this study aims to investigate the effect of the satisfaction of clinicians in public hospitals with clinical pathway implementation on their job performance. METHODS: A cross-sectional study design was used. Questionnaires were administered online. A total of 794 clinicians completed the questionnaires in seven tertiary public hospitals in Sichuan Province, China, of which 723 were valid for analysis. Questionnaires contained questions on social demographic characteristics, satisfaction with clinical pathway implementation, work engagement, and job performance. Structural Equation Model (SEM) was used to test the hypotheses. RESULTS: The satisfaction of clinicians in public hospitals with clinical pathway implementation was significantly positively correlated with work engagement (r = 0.570, P < 0.01) and job performance (r = 0.522, P < 0.01). A strong indirect effect of clinicians' satisfaction with clinical pathway implementation on job performance mediated by work engagement was observed, and the value of this effect was 0.383 (boot 95%CI [0.323, 0.448]). CONCLUSION: The satisfaction of clinicians in public hospitals with clinical pathway implementation not only directly influences their job performance, but also indirectly affects it through the mediating variable of work engagement. Therefore, managers of public hospitals need to pay close attention to clinicians' evaluation and perception of the clinical pathway implementation. This entails taking adequate measures, such as providing strong organizational support and creating a favorable environment for the clinical pathway implementation. Additionally, focusing on teamwork to increase clinicians' satisfaction can further enhance job performance. Furthermore, managers should give higher priority to increasing employees' work engagement to improve clinicians' job performance.


Subject(s)
Critical Pathways , Work Performance , Humans , Cross-Sectional Studies , Job Satisfaction , Work Engagement , Surveys and Questionnaires , Hospitals, Public , China
8.
BMC Med Inform Decis Mak ; 24(1): 20, 2024 Jan 23.
Article in English | MEDLINE | ID: mdl-38263007

ABSTRACT

BACKGROUND: In recent years, the discovery of clinical pathways (CPs) from electronic medical records (EMRs) data has received increasing attention because it can directly support clinical doctors with explicit treatment knowledge, which is one of the key challenges in the development of intelligent healthcare services. However, the existing work has focused on topic probabilistic models, which usually produce treatment patterns with similar treatment activities, and such discovered treatment patterns do not take into account the temporal process of patient treatment which does not meet the needs of practical medical applications. METHODS: Based on the assumption that CPs can be derived from the data of EMRs which usually record the treatment process of patients, this paper proposes a new CPs mining method from EMRs, an extended form of the traditional topic model - the temporal topic model (TTM). The method can capture the treatment topics and the corresponding treatment timestamps for each treatment day. RESULTS: Experimental research conducted on a real-world dataset of patients' hospitalization processes, and the achieved results demonstrate the applicability and usefulness of the proposed methodology for CPs mining. Compared to existing benchmarks, our model shows significant improvement and robustness. CONCLUSION: Our TTM provides a more competitive way to mine potential CPs considering the temporal features of the EMR data, providing a very prospective tool to support clinical diagnostic decisions.


Subject(s)
Critical Pathways , Electronic Health Records , Humans , Benchmarking , Health Facilities , Hospitalization
9.
Community Ment Health J ; 60(1): 98-107, 2024 01.
Article in English | MEDLINE | ID: mdl-37688670

ABSTRACT

The purpose of this study was to describe the feasibility of implementing suicide risk screening in a virtual addiction clinic. Suicide risk screening was implemented in a virtual addiction clinic serving individuals with substance use disorders (SUD) using a quality improvement framework. One-hundred percent (252/252) of eligible patients enrolled in the clinic were screened for suicide risk (44% female; M[SD] age = 45.0[11.0] years, range = 21-68 years). Nineteen patients (8%) screened positive for suicide risk. After screening, no patients required emergency suicide interventions (100% non-acute positive). Notably, 74% (14/19) of those who screened positive did so by endorsing at least one past suicide attempt with no recent ideation. Suicide risk screening in virtual addiction clinics yields important clinical information for high-risk SUD populations without overburdening workflow with emergency services. Given the high proportion of non-acute positive screens based on suicide attempt histories with no recent ideation, clinicians may utilize information on suicide attempt history to facilitate further mental healthcare.


Subject(s)
Behavior, Addictive , Substance-Related Disorders , Humans , Female , Young Adult , Adult , Middle Aged , Aged , Male , Suicidal Ideation , Suicide, Attempted , Risk Factors , Mass Screening
10.
Curr Ther Res Clin Exp ; 100: 100744, 2024.
Article in English | MEDLINE | ID: mdl-38803585

ABSTRACT

Background: Cardiovascular surgery is usually associated with higher degree of postoperative pain that influences a patient's physical recovery. Multiple clinical measures have been taken to avoid overuse of opioid agents for postoperative pain management, which led to the development of clinical pathways for analgesic drug treatment using a multimodal approach. Objective: To evaluate the effectiveness and safety of a multimodal postoperative analgesic drug pathway (ADP) for pain management following cardiovascular surgery. Methods: This retrospective, controlled, nonrandomized study evaluated a postoperative ADP in patients undergoing cardiovascular surgery in a tertiary general hospital in Qingdao, China. Effectiveness and safety outcomes were compared before and after the implementation of the ADP. Outcome indicators included postoperative pain scores, consumption of opioids in analgesic pumps, and incidence of adverse events. Results: Patients who underwent cardiovascular surgery from September to November 2021 before the implementation of the ADP (n = 193) and from September to November 2022 after the implementation of the ADP (n = 218) were enrolled. Pain scores were reduced on day 1, 3, and 5 after surgery and the reduction was most significant in mild pain (P < .001). Opioids in analgesic pumps consumption was also significantly reduced and there was decreased incidence of adverse events such as nausea and vomiting (P = .026), respiratory inhibition (P = .027), and dizziness and headache (P = .028) in cardiovascular surgery patients after implementation of the ADP. Conclusions: Improved effectiveness and safety were observed following the implementation of the ADP. Multimodal analgesic ADP methodology can be effectively used for postoperative pain management in patients undergoing cardiovascular surgery.

11.
Int Nurs Rev ; 2024 Apr 29.
Article in English | MEDLINE | ID: mdl-38683170

ABSTRACT

AIMS: This study aimed to investigate how clinical pathway implementation satisfaction, work engagement, and hospital-patient relationship impact the quality of care that is provided by nurses in public hospitals. BACKGROUND: Clinical pathways are recommended as a form of quality improvement by broader healthcare systems and are widely used in the world. Nurses are the most involved group of healthcare professionals in the implementation of clinical pathways in public hospitals. So, it is important to investigate how their satisfaction with the process affects the quality of care they provide and influencing factors. METHODS: This descriptive cross-sectional study surveyed nurses practicing across seven tertiary public hospitals in Sichuan Province, China, online. The survey consisted of a questionnaire for the general characteristics of the participants and four Chinese maturity scales validated by previous studies: clinical pathway implementation satisfaction scale, work engagement scale, hospital-patient relationship perception scale, and quality of care scale. The bootstrap method was used to test a moderated mediation model using Hayes' PROCESS macro models 4 and 8. We followed STROBE guidelines to prepare the study report. RESULTS: A total of 880 nurses filled out the questionnaires, 821 of which were regarded as valid. Clinical pathway implementation satisfaction had a positive effect on quality of care (B = 0.873, P < 0.001). Work engagement played a mediation role between nurses' clinical pathway implementation satisfaction and the quality of care (effect = 0.080, Boot 95% CI = [0.023, 0.142]). This mediation model was moderated by the hospital-patient relationship (P < 0.01). CONCLUSION: Clinical pathway implementation satisfaction may enhance the quality of care by work engagement of nurses. Moreover, a good hospital-patient relationship can enhance the positive impact of nurses' satisfaction on work engagement and health service quality. IMPLICATIONS FOR NURSING AND NURSING POLICY: Public hospital managers need to pay attention to nurses' evaluation of and perceptions toward clinical pathway implementation and then take corresponding measures to improve their satisfaction to enhance the quality of care. At the same time, the government, society, and hospitals also need to foster good hospital-patient relationships to ensure that nurses have a high level of work engagement that aids in providing high-quality care services.

12.
Br J Nurs ; 33(6): S12-S19, 2024 Mar 21.
Article in English | MEDLINE | ID: mdl-38512794

ABSTRACT

BACKGROUND: In Italy, nursing research has paid special attention to 'missed nursing care'. The studies carried out, varying in tools and settings, describe considerable percentages of missed care. In the field of stoma care, the phenomenon has not been investigated to date. AIM: To investigate the prevalence of missed nursing care (MNC) in the Italian ostomy patient population and the most relevant causes suggested for this by stoma care nurses. DESIGN: Cross-sectional study. METHOD: The Italian version of the MISSCARE survey was used with some questions related to the stoma care pathway. The survey was targeted at hospitals in the country with dedicated services and/or pathways for ostomy patients, between February and April 2023. FINDINGS: A total of 461 questionnaires were sent out, 214 (53.3%) were analysed. The majority of the participants were female (160, 76.2%), median age of 50 years (35.0-53.8). The most common qualification was a Bachelor's degree (n=117; 54.9%) and work experience in stoma care was more than 10 years in 95 cases (50.3%). Prominent instances of MNC were identified, with hand washing (score 4.6 out of 5), compilation of nursing documentation and hygiene/skin care (score 4.5 out of 5) and patient/family education (score 4.4 out of 5) emerging as the most prevalent. The most notable omissions in the stoma care process encompassed educational facets, clinical monitoring, a comprehensive discharge plan, and diligent follow-up. Among the most frequent reasons were staff shortages (score 3.1 out of 4), unsuitable nurse-patient ratios (score of 3 out of 4) and insufficient numbers of experienced stoma care personnel (score of 3 out of 4). CONCLUSION: A substantial number of basic and clinically relevant nursing interventions were perceived to be missed, and this may lead to an increase in negative outcomes for ostomy patients.


Subject(s)
Nursing Care , Nursing Staff, Hospital , Ostomy , Humans , Male , Female , Middle Aged , Cross-Sectional Studies , Surveys and Questionnaires , Italy
13.
Acta Oncol ; 62(8): 836-841, 2023 Aug.
Article in English | MEDLINE | ID: mdl-37493617

ABSTRACT

BACKGROUND: The Danish head and neck cancer fast-track program is a national standardized pathway aiming to reduce waiting time and improve survival for patients suspected of cancer in the head and neck (HNC). Until now, the frequency of missed cancer in the fast-track program has not been addressed. A missed cancer leads to treatment delay and may cause disease progression and worsening of prognosis. The study objective was to estimate the frequency of patients with missed cancers in the Danish HNC fast-track program and to evaluate the accuracy of the program. MATERIALS AND METHODS: Patients who were rejected from the HNC fast-track program because cancer was not found between 1 July 2012 and 31 December 2018 at Odense University Hospital, Denmark were included and followed for three years. Patients were categorized into groups depending on the diagnostic evaluation. Group 1 included patients evaluated with standard clinical work-up without imaging and biopsy. Group 2 included patients evaluated with imaging and/or biopsy in addition to the standard clinical work-up. The local cancer database and electronic patient records were reviewed to determine if a missed cancer had occurred within the follow-up period. RESULTS: A total of 8345 HNC fast-track courses were initiated during the study period. 1499 were patients suspected of recurrent cancer and were excluded leaving 6846 patients to be assessed for eligibility. Of these, 3752 patients were rejected because cancer was not found. Ten patients were subsequently diagnosed with cancer within the follow-up period resulting in an overall frequency of 0.15%. For group 1 and 2, the frequency was 0.04% and 0.10%, respectively. The sensitivity of the fast-track program was 99.67% and the negative predictive value was 99.73%. CONCLUSION: The frequency of missed cancer in a tertiary HNC center following the Danish fast track program is low.


Subject(s)
Head and Neck Neoplasms , Neoplasm Recurrence, Local , Humans , Head and Neck Neoplasms/diagnosis , Head and Neck Neoplasms/epidemiology , Head and Neck Neoplasms/therapy , Denmark/epidemiology
14.
Clin Chem Lab Med ; 61(4): 674-678, 2023 03 28.
Article in English | MEDLINE | ID: mdl-36622196

ABSTRACT

Applying the concept of a value proposition to medical testing is just one of the many ways to identify and monitor the value of tests. A key part of this concept focusses on processes that should take place after a test is introduced into routine local practice, namely test implementation. This process requires identification of the clinical pathway, the stakeholders and the benefits or disbenefits that accrue to those stakeholders. There are various barriers and challenges to test implementation. Implementation requires the process of clinical audit which involves measurement of outcomes external to the laboratory but this is not widely performed in laboratory medicine. A second key challenge is that implementation requires liaison with stakeholders outside of the laboratory including clinicians and other healthcare professional such as finance managers. Many laboratories are remote from clinical care and other stakeholders making such liaison difficult. The implementation process is based on data which again will be primarily on processes outside of the laboratory. However the recent enthusiasm for so-called real world data and new data mining techniques may represent opportunities that will facilitate better test implementation. A final barrier is that a range of new tools not currently in the education curriculum of the laboratory professional is required for implementation such as those of preparing a business case to support the introduction of a test and health economic analysis. The professional bodies in laboratory medicine could assist with education in these areas.


Subject(s)
Curriculum , Laboratories , Humans
15.
J Biomed Inform ; 148: 104554, 2023 Dec.
Article in English | MEDLINE | ID: mdl-38000767

ABSTRACT

OBJECTIVE: Treatment pathways are step-by-step plans outlining the recommended medical care for specific diseases; they get revised when different treatments are found to improve patient outcomes. Examining health records is an important part of this revision process, but inferring patients' actual treatments from health data is challenging due to complex event-coding schemes and the absence of pathway-related annotations. The objective of this study is to develop a method for inferring actual treatment steps for a particular patient group from administrative health records - a common form of tabular healthcare data - and address several technique- and methodology-based gaps in treatment pathway-inference research. METHODS: We introduce Defrag, a method for examining health records to infer the real-world treatment steps for a particular patient group. Defrag learns the semantic and temporal meaning of healthcare event sequences, allowing it to reliably infer treatment steps from complex healthcare data. To our knowledge, Defrag is the first pathway-inference method to utilise a neural network (NN), an approach made possible by a novel, self-supervised learning objective. We also developed a testing and validation framework for pathway inference, which we use to characterise and evaluate Defrag's pathway inference ability, establish benchmarks, and compare against baselines. RESULTS: We demonstrate Defrag's effectiveness by identifying best-practice pathway fragments for breast cancer, lung cancer, and melanoma in public healthcare records. Additionally, we use synthetic data experiments to demonstrate the characteristics of the Defrag inference method, and to compare Defrag to several baselines, where it significantly outperforms non-NN-based methods. CONCLUSIONS: Defrag offers an innovative and effective approach for inferring treatment pathways from complex health data. Defrag significantly outperforms several existing pathway-inference methods, but computationally-derived treatment pathways are still difficult to compare against clinical guidelines. Furthermore, the open-source code for Defrag and the testing framework are provided to encourage further research in this area.


Subject(s)
Breast Neoplasms , Electronic Health Records , Humans , Female
16.
Pediatr Nephrol ; 38(11): 3735-3744, 2023 11.
Article in English | MEDLINE | ID: mdl-37322171

ABSTRACT

BACKGROUND: To determine if the implementation of a posterior urethral valves (PUV) clinic and standardized management pathway improves the short-term kidney outcomes of infants with PUV. METHODS: From 2016-2022, 50 consecutive patients were divided into groups after the implementation of the clinic (APUV, n = 29) and before (BPUV, n = 21) during a comparable timeframe. Assessed data included age at initial visit, timing and type of surgery, frequency of follow-up visits, medications, nadir creatinine, and development of CKD/kidney failure. Data are shown as median with interquartile range (IQR) and odds ratios (OR) with 95% confidence interval (CI). RESULTS: APUV had higher rates of prenatal diagnoses (12/29 vs. 1/21; p = 0.0037), earlier initial surgical intervention (8 days; IQR 0, 105 vs. 33 days; IQR 4, 603; p < 0.0001), and higher rates of primary diversions (10/29 vs. 0/21; p = 0.0028). Standardized management led to earlier initiation of alpha blockers (326 days; IQR 6, 860 vs. 991; IQR 149, 1634; p = 0.0019) and anticholinergics (57 days; IQR 3, 860 vs. 1283 days; IQR 477, 1718; p < 0.0001). Nadir creatinine was reached at earlier ages in APUV (105 days; IQR 2, 303 vs. 164 days; IQR 21, 447; p = 0.0192 BPUV). One patient progressed to CKD5 in APUV compared to CKD3, CKD5 and one transplant in BPUV. CONCLUSION: Implementing the PUV clinic with standardized treatment expedited postnatal management and resulted in a higher number of cases detected prenatally, a shift in primary treatment, younger ages at initial treatment, reduced time to nadir creatinine, and timely initiation of supportive medications. A higher resolution version of the Graphical abstract is available as Supplementary information.


Subject(s)
Urethra , Urethral Obstruction , Infant , Pregnancy , Female , Humans , Urethra/surgery , Creatinine , Critical Pathways , Retrospective Studies , Urethral Obstruction/surgery
17.
Pediatr Nephrol ; 38(10): 3407-3415, 2023 10.
Article in English | MEDLINE | ID: mdl-37133803

ABSTRACT

BACKGROUND: Congenital anomalies of the kidney and urinary tract (CAKUT) are the most frequent causes of childhood chronic kidney disease (CKD). Using a large CAKUT cohort, we sought to identify the predictors of CKD and to develop a prediction model that informs a risk-stratified clinical pathway. METHODS: This was a retrospective cohort study including cases with multicystic dysplastic kidneys (MCDK), unilateral kidney agenesis (UKA), kidney hypoplasia (KH), and posterior urethral valves (PUV). We identified risk factors for CKD (estimated glomerular filtration rate [eGFR] <60 ml/min/1.73 m2) and tested their performance in an adjusted multivariate binary regression model. Prediction probability scores for CKD were used to separate cases likely to develop complications from those not needing specialist follow-up. RESULTS: We identified 452 eligible cases of CAKUT with 22% developing CKD. Strongest associations with CKD included primary diagnosis (OR 3.5, 95% CI 2.6-4.6), preterm delivery (OR 2.3, 95% CI 1.2-4.4), non-kidney anomalies (OR 1.8, 95% CI 1.1-3), first eGFR<90 (OR 8.9, 95% CI 4.4-18.1), small kidney size (OR 9, 95% CI 4.9-16.6), and additional kidney anomalies (OR 1.6, 95% CI 1.2-2.8). PUV (OR 4.7, 95% CI 1.5-15.3), first eGFR <90 (OR 4.4, 95% CI 2-9.7), and kidney length to body length ratio <7.9 (OR 4.2, 95% CI 1.9-9.2) were independent predictors of CKD. The regression model had a prediction accuracy of 80% and a prediction probability c-statistic of 0.81. CONCLUSION: Using a large combined CAKUT cohort we identified risk factors for CKD. Our prediction model provides the first steps towards a risk-stratified clinical pathway. A higher resolution version of the Graphical abstract is available as Supplementary information.


Subject(s)
Renal Insufficiency, Chronic , Urinary Tract , Infant, Newborn , Child , Humans , Retrospective Studies , Kidney/abnormalities , Urinary Tract/abnormalities , Renal Insufficiency, Chronic/diagnosis , Renal Insufficiency, Chronic/epidemiology , Renal Insufficiency, Chronic/etiology
18.
Support Care Cancer ; 31(9): 544, 2023 Aug 31.
Article in English | MEDLINE | ID: mdl-37650936

ABSTRACT

PURPOSE: The purpose of this study was to gather insights from colorectal cancer (CRC) survivors on how to improve care for CRC survivors and how e-health technology could be utilized to improve CRC care delivery. METHODS: Three semi-structured focus groups were held with sixteen CRC survivors. To initiate the discussion, an online registration form and two vignettes were used. The data was analyzed using the framework method. RESULTS: Based on survivors' experiences, five themes were identified as opportunities for improving CRC care delivery. These themes include better recognition of complaints and faster referrals, more information as part of the care delivery, more guidance and monitoring of health outcomes, more collaboration between practitioners, and more attention for partners and relatives. In addition, survivors expressed opportunities for using e-health to facilitate information provision, improve communication, and monitor survivors' health conditions. CONCLUSION: Several suggestions for improvement of CRC care delivery were identified. These often translated into possibilities for e-health to support or improve CRC care delivery. The ideas of survivors align with the vast array of existing e-health resources that can be utilized to enhance CRC care delivery. Therefore, the next step involves addressing the implementation gap between the needs of stakeholders, such as CRC survivors and healthcare providers, and the e-health tools currently available in clinical practice.


Subject(s)
Cancer Survivors , Colorectal Neoplasms , Telemedicine , Humans , Quality Improvement , Survivors , Colorectal Neoplasms/therapy
19.
Can J Anaesth ; 70(2): 211-218, 2023 02.
Article in English | MEDLINE | ID: mdl-36482246

ABSTRACT

PURPOSE: International consensus recommendations support neuraxial anesthesia as the preferred anesthetic technique for total hip arthroplasty. We hypothesized that an institutional initiative to promote spinal anesthesia within a clinical pathway would result in increased use of this technique. METHODS: We reviewed primary unilateral total hip arthroplasty data between June 2017 and June 2019-one year before vs one year after implementation. The primary outcome was rate of spinal anesthesia use. Secondary outcomes included postoperative pain scores and opioid use, rates of postoperative complications, and unplanned resource use. We built a run chart-tracking rates of spinal anesthesia; compared postoperative outcomes based on anesthetic technique; and developed a mixed model, multivariable logistic regression with margins analysis evaluating the use of spinal anesthesia. RESULTS: The final sample included 172 patients (87 before and 85 after implementation) with no significant differences in baseline characteristics. For the primary outcome, 42/87 (48%) patients received spinal anesthesia before implementation compared with 48/85 (56%) postimplementation (unadjusted difference, 8%; 95% confidence interval, -7 to 23; P = 0.28). There were no differences in secondary outcomes. Factors associated with receipt of spinal anesthesia included American Society of Anesthesiologists Physical Status II (vs III), lower body mass index, and shorter case duration. Using a reduced mixed model, the average marginal effect was 10.7%, with an upper 95% confidence limit of 25.7%. CONCLUSION: Implementation of a clinical pathway change to promote spinal anesthesia for total hip arthroplasty may not have been associated with increased use of spinal anesthesia, but utilization rates can vary widely. Baseline spinal anesthesia usage at our institution was higher than the USA national average, and many factors may influence choice of anesthesia technique. Patients who receive spinal anesthesia have decreased opioid requirements and pain scores postoperatively.


RéSUMé: OBJECTIF: Les recommandations consensuelles internationales soutiennent l'anesthésie neuraxiale comme technique anesthésique à privilégier lors d'une arthroplastie totale de la hanche. Nous avons émis l'hypothèse qu'une initiative institutionnelle visant à promouvoir la rachianesthésie dans le cadre d'une trajectoire clinique entraînerait une utilisation accrue de cette technique. MéTHODE: Nous avons examiné les données sur l'arthroplastie totale unilatérale primaire de la hanche entre juin 2017 et juin 2019, soit un an avant vs un an après la mise en œuvre. Le critère d'évaluation principal était le taux d'utilisation de la rachianesthésie. Les critères d'évaluation secondaires comprenaient les scores de douleur postopératoire et la consommation d'opioïdes, les taux de complications postopératoires et l'utilisation imprévue des ressources. Nous avons construit un graphique de séquence faisant le suivi des taux de rachianesthésie, comparé les résultats postopératoires basés sur la technique anesthésique, et développé un modèle mixte et une régression logistique multivariée avec analyse des marges évaluant l'utilisation de la rachianesthésie. RéSULTATS: L'échantillon final comprenait 172 patients (87 avant et 85 après la mise en œuvre) sans différences significatives dans leurs caractéristiques initiales. Pour le critère d'évaluation principal, 42/87 (48 %) patients ont reçu une rachianesthésie avant la mise en œuvre, contre 48/85 (56 %) après la mise en œuvre de l'initiative (différence non ajustée, 8 %; intervalle de confiance à 95 %, -7 à 23; P = 0,28). Aucune différence significative n'a été observée dans les critères d'évaluation secondaires. Les facteurs associés à l'administrion d'une rachianesthésie comprenaient : l'état physique selon l'American Society of Anesthesiologists (II vs III), un indice de masse corporelle inférieur et une durée de cas plus courte. En utilisant un modèle mixte réduit, l'effet marginal moyen était de 10,7 %, avec une limite supérieure de confiance de 95 % de 25,7 %. CONCLUSION: La mise en œuvre d'un changement de trajectoire clinique pour promouvoir la rachianesthésie pour l'arthroplastie totale de la hanche n'a peut-être pas été associée à une utilisation accrue de la rachianesthésie, mais les taux d'utilisation peuvent varier considérablement. L'utilisation initiale de la rachianesthésie dans notre établissement était supérieure à la moyenne nationale des États-Unis, et de nombreux facteurs peuvent influencer le choix de la technique d'anesthésie. Les patients qui reçoivent une rachianesthésie ont diminué leurs besoins en opioïdes et leurs scores de douleur postopératoires.


Subject(s)
Anesthesia, Spinal , Arthroplasty, Replacement, Hip , Humans , Anesthesia, Spinal/adverse effects , Cohort Studies , Arthroplasty, Replacement, Hip/methods , Analgesics, Opioid , Critical Pathways , Retrospective Studies , Anesthesia, General/methods
20.
Eur Heart J Suppl ; 25(Suppl D): D255-D277, 2023 May.
Article in English | MEDLINE | ID: mdl-37213798

ABSTRACT

Atrial fibrillation (AF) accounts for 2% of the total presentations to the emergency department (ED) and represents the most frequent arrhythmic cause for hospitalization. It steadily increases the risk of thromboembolic events and is often associated with several comorbidities that negatively affect patient's quality of life and prognosis. AF has a considerable impact on healthcare resources, making the promotion of an adequate and coordinated management of this arrhythmia necessary in order to avoid clinical complications and to implement the adoption of appropriate technological and pharmacological treatment options. AF management varies across regions and hospitals and there is also heterogeneity in the use of anticoagulation and electric cardioversion, with limited use of direct oral anticoagulants. The ED represents the first access point for early management of patients with AF. The appropriate management of this arrhythmia in the acute setting has a great impact on improving patient's quality of life and outcomes as well as on rationalization of the financial resources related to the clinical course of AF. Therefore, physicians should provide a well-structured clinical and diagnostic pathway for patients with AF who are admitted to the ED. This should be based on a tight and propositional collaboration among several specialists, i.e. the ED physician, cardiologist, internal medicine physician, anesthesiologist. The aim of this ANMCO-SIMEU consensus document is to provide shared recommendations for promoting an integrated, accurate, and up-to-date management of patients with AF admitted to the ED or Cardiology Department, in order to make it homogeneous across the national territory.

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