Evidence-based Model Research Articles

The lymphedema patient experience within the healthcare system: a cross-sectional epidemiologic assessment

Lymphedema is a progressive lymphatic disease that potentiates physical and psychosocial distress. Despite its impact, patients reportedly encounter lymphatic ignorance throughout the healthcare system. This cross-sectional study aims to summarize clinical characteristics and interactions of lymphedema patients within the healthcare system. Two lymphedema patient cohorts were included: The Global Registry Analysis Cohort included lymphedema patients who contributed to an international digital lymphatic registry and the Interactions Cohort included patients who initiated a questionnaire about interactions with the medical system. The global registry was used to obtain demographic and clinical characteristics from affiliated lymphedema patients. A 23-item online questionnaire on healthcare experiences and satisfaction with lymphatic healthcare was then distributed to the Interactions Cohort. Complete responses were obtained from 2474 participants. Participants were a mean age of 57.5 ± 16.1 years and 51.4% had a cancer history. Participants reported substantial delays in diagnosis and treatment. Cancer-related and non-cancer-related lymphedema patients reported similar levels of perceived physician disinterest in their lymphedema; however, non-cancer-related lymphedema patients reported more care dissatisfaction. Ultimately, patients continue to face delays in lymphedema diagnosis and treatment. We developed an evidence-based model highlighting areas of reform needed to improve lymphatic education and healthcare.

Student preferences for treatment in college counseling centers: examining evidence-based models of care

Objective: This study surveyed undergraduates to understand current experiences of on-campus mental healthcare. The study assessed student ratings of specific interventions for addressing mental health issues in college counseling centers. Participants: 160 undergraduate students. Methods: A mixed-methods approach was used. Quantitative data included acceptability ratings of therapeutic approaches and treatment strategies, and preferences for therapeutic options for two hypothetical scenarios. Qualitative data included narrative responses about treatment models. Results: Individual therapy was the preferred approach for treating typical concerns based on acceptability ratings and qualitative data. Male participants were more likely to rate self-help and non-therapist-assisted treatments as acceptable than females. Students of color were less likely to find therapist-assisted interventions acceptable. Conclusions: Undergraduate students prefer individualized therapy methods, although preferences are associated with gender and racial identity. Further research should focus on clarifying the preferences of males and students of color and incorporating preferences into decisions about treatment delivery.

Developing evidence-based learning model for locally employed doctors: findings from SIMBA-LED study.

Developing evidence-based learning model for locally employed doctors: findings from SIMBA-LED study.

A positive affect intervention alters leukocyte DNA methylation in sexual minority men with HIV who use methamphetamine

ObjectiveThis epigenomics sub-study embedded within a randomized controlled trial examined whether an evidenced-based behavioral intervention model that decreased stimulant use altered leukocyte DNA methylation (DNAm). MethodsSexual minority men with HIV who use methamphetamine were randomized to a five-session positive affect intervention (n = 32) or an attention-control condition (n = 21), both delivered during three months of contingency management for stimulant abstinence. All participants exhibited sustained HIV virologic control – an HIV viral load less than 40 copies/mL at baseline and six months post-randomization. The Illumina EPIC BeadChip measured leukocyte methylation of cytosine-phosphate-guanosine (CpG) sites mapping onto five a priori candidate genes of interest (i.e., ADRB2, BDNF, FKBP5, NR3C1, OXTR). Functional DNAm pathways and soluble markers of immune dysfunction were secondary outcomes. ResultsCompared to the attention-control condition, the positive affect intervention significantly decreased methylation of CpG sites on genes that regulate β2 adrenergic and oxytocin receptors. There was an inconsistent pattern for the direction of the intervention effects on methylation of CpG sites on genes for glucocorticoid receptors and brain-derived neurotrophic factor. Pathway analyses adjusting for the false discovery rate (padj < 0.05) revealed significant intervention-related alterations in DNAm of Reactome pathways corresponding to neural function as well as dopamine, glutamate, and serotonin release. Positive affect intervention effects on DNAm were accompanied by significant reductions in the self-reported frequency of stimulant use. ConclusionsThere is an epigenetic signature of an evidence-based behavioral intervention model that reduced stimulant use, which will guide the identification of biomarkers for treatment responses.

Transforming Screening, Risk Stratification, and Treatment Optimization in Chronic Liver Disease Through Data Science and translational Innovation

Background: Chronic liver diseases continue to face challenges in prognosis, treatment selection, disease mechanisms, screening, and therapeutic optimization. Promising innovations could address these gaps through data integration and novel analytic approaches.Main Body: MAPS-CRAFITY integrating clinical variables, AFP, and CT/MRI findings, and transformer modeling of RFA data improve HCC outcome prediction to guide management. Analyses revealing IL21R as a PBC susceptibility gene and implicating dysfunctional VWF processing in portal hypertension deliver mechanistic insights. Quantifying childhood MAFLD informs screening needs, while supporting use of G6PD deficient liver donors enables transplantation access expansion through risk stratification. Updating Baveno criteria enhances PBC prognosis, and an HCC prognostic score identifies optimal RFA candidates to maximize treatment efficacy.Conclusion: Recent research leverages diverse data types, genetics, imaging, and machine learning to develop integrated predictive systems that allow more personalized therapy selection. Elucidating molecular pathways provides therapeutic targets and prognostic biomarkers. Evidence-based screening and risk models facilitate delivering tailored interventions. Optimization of current modalities through prognostic validation and patient selection improves real-world effectiveness. Multifaceted modern research approaches promise to address unmet needs and transform hepatology care.

I have three more than you, you have three less than me? Levels of flexibility in dealing with additive situations

Assessment and intervention in the early years should ideally be based on evidence-based models describing the structure and development of students’ skills. Mathematical word problems have been identified as a challenge for mathematics learners for a long time and in many countries. We investigate flexibility in dealing with additive situations as a construct that develops during grades 1 through 3 and contributes to the development of students’ word problem solving skills. We introduce the construct based on prior research on the difficulty of different situation structures entailed in word problems. We use data from three prior empirical studies with N = 383 German grade 2 and 3 students to develop a model of discrete levels of students’ flexibility in dealing with additive situations. We use this model to investigate how the learners in our sample distribute across the different levels. Moreover, we apply it to describe students’ development over several weeks in one study comprising three measurements. We derive conclusions about the construct in terms of determinants of task complexity, and about students’ development and then provide an outlook on potential uses of the model in research and practice.

Reducing Undue Burden on Nurses Related to Limited Care Partner Visitation: Lessons Learned for the Future.

The purpose of this article was to report best practices for reducing undue burden on nurses related to limited care partner visitation. Care partners are beneficial to hospitalized patients. Restricted care partner visitation not only impacts patients and care partners but also affects nurses. Using the Johns Hopkins Evidence-Based Practice model, best practices for reducing nurse burden during periods of restricted visitation were evaluated. Best practices include evidence-based visiting policies, technology to facilitate communication, creation of a communication liaison role or team, and communication skills training for nurses. Nursing leaders should proactively prevent the harmful impact that visitor restrictions have on nurses.

Reproductive behaviors among school-based health center clients in New Mexico.

School-based health centers (SBHCs) are an evidence-based model for providing contraceptives to adolescents. SBHCs ability to provide reproductive health services is often limited by school district policies, state laws, and health center policies. We used data from the Teens Exploring and Managing Prevention (TEMPO) study to document demographic characteristics and birth control methods among patients at four SBHCs in New Mexico. A total of 264 teens were included in the baseline data collection at SBHCs in New Mexico. A baseline survey was administered via iPad, that specifically focused on questions related to sexual experiences and sexual health topics. Baseline questions included demographic questions, gender identity, sexual orientation, reasons for visits, reproductive practices, and birth control methods. Descriptive statistics were calculated, including means and standard deviations for continuous variables and categorical frequencies. Our findings present reproductive health behaviors among New Mexican patients attending schools with SBHCs. More than 74% of respondents were Hispanic or Latino. The most common reason teens went to the SBHC was for birth control, and just 62% of teens reported using birth control methods in the past. These behaviors are essential for policymakers to consider as they address policy gaps, the complex landscape of parental permission, reproductive rights, and health as a human right.

Service design for children and young people with common mental health problems: literature review, service mapping and collective case study.

The mental health of children/young people is a growing concern internationally. Numerous reports and reviews have consistently described United Kingdom children's mental health services as fragmented, variable, inaccessible and lacking an evidence base. Little is known about the effectiveness of, and implementation complexities associated with, service models for children/young people experiencing 'common' mental health problems like anxiety, depression, attention deficit hyperactivity disorder and self-harm. To develop a model for high-quality service design for children/young people experiencing common mental health problems by identifying available services, barriers and enablers to access, and the effectiveness, cost effectiveness and acceptability of such services. Evidence syntheses with primary research, using a sequential, mixed-methods design. Inter-related scoping and integrative reviews were conducted alongside a map of relevant services across England and Wales, followed by a collective case study of English and Welsh services. Global (systematic reviews); England and Wales (service map; case study). Literature reviews: relevant bibliographic databases and grey literature. Service map: online survey and offline desk research. Case study: 108 participants (41 children/young people, 26 parents, 41 staff) across nine case study sites. A single literature search informed both reviews. The service map was obtained from an online survey and internet searches. Case study sites were sampled from the service map; because of coronavirus disease 2019, case study data were collected remotely. 'Young co-researchers' assisted with case study data collection. The integrative review and case study data were synthesised using the 'weaving' approach of 'integration through narrative'. A service model typology was derived from the scoping review. The integrative review found effectiveness evidence for collaborative care, outreach approaches, brief intervention services and the 'availability, responsiveness and continuity' framework. There was cost-effectiveness evidence only for collaborative care. No service model appeared to be more acceptable than others. The service map identified 154 English and Welsh services. Three themes emerged from the case study data: 'pathways to support'; 'service engagement'; and 'learning and understanding'. The integrative review and case study data were synthesised into a coproduced model of high-quality service provision for children/young people experiencing common mental health problems. Defining 'service model' was a challenge. Some service initiatives were too new to have filtered through into the literature or service map. Coronavirus disease 2019 brought about a surge in remote/digital services which were under-represented in the literature. A dearth of relevant studies meant few cost-effectiveness conclusions could be drawn. There was no strong evidence to suggest any existing service model was better than another. Instead, we developed a coproduced, evidence-based model that incorporates the fundamental components necessary for high-quality children's mental health services and which has utility for policy, practice and research. Future work should focus on: the potential of our model to assist in designing, delivering and auditing children's mental health services; reasons for non-engagement in services; the cost effectiveness of different approaches in children's mental health; the advantages/disadvantages of digital/remote platforms in delivering services; understanding how and what the statutory sector might learn from the non-statutory sector regarding choice, personalisation and flexibility. This study is registered as PROSPERO CRD42018106219. This award was funded by the National Institute for Health and Care Research (NIHR) Health and Social Care Delivery Research programme (NIHR award ref: 17/09/08) and is published in full in Health and Social Care Delivery Research; Vol. 12, No. 13. See the NIHR Funding and Awards website for further award information.

Early maladaptive schemas, distress tolerance and self-injury in Iranian adolescents: serial mediation model of transdiagnostic factors.

Non-suicidal self-injury (NSSI) is prevalent behaviour among adolescents. Although there are different etiological models of NSSI, there is a general lack of evidence-based, comprehensive and transdiagnostic models of NSSI in adolescents. The aim of this study was to investigate a model of transdiagnostic factors of NSSI in adolescents, testing a serial mediation model of the relationship between early maladaptive schemas (EMS), distress tolerance and NSSI through experiential avoidance and rumination. A community sample was identified of 1014 adolescents aged 13-17, of whom 425 had a history of NSSI. A serial mediation path analytic method was utilised to examine the relationships between NSSI and its associated functions as criterion variables, EMS and distress tolerance as predictors, experiential avoidance as the first mediator and rumination as the second mediator. The path analytic model fit indices were good (X2/d.f. = 2.25, goodness of fit index = 0.98, normed fit index = 0.97, comparative fit index = 0.98, root mean square error of approximation = 0.054, standardised root mean squared residual = 0.028). Rumination significantly mediated the relationship between schemas of 'vulnerability to harm', 'emotional deprivation', 'social isolation', 'insufficient self-control', and NSSI frequency and intrapersonal functions. In serial fashion, experiential avoidance mediated the role of rumination in the relationship between social isolation, and insufficient self-control and NSSI frequency and intrapersonal functions. All indirect effects were significant. Key indirect effects were found linking maladaptive schemas and distress tolerance to NSSI frequency, and NSSI intrapersonal functions via experiential avoidance and rumination. Thus, it is important to address these transdiagnostic factors with particular emphasis on the sequential mediating role of experiential avoidance and rumination in conceptualisation and therapeutic interventions for NSSI.

Implementation of Agile in healthcare: methodology for a multisite home hospital accelerator

BackgroundThe diffusion of innovation in healthcare is sluggish. Evidence-based care models and interventions take years to reach patients. We believe the healthcare community could deliver innovation to the bedside faster...

Birang Daruganora: what do Aboriginal and Torres Strait Islander communities need in a new hospital? A qualitative study

ObjectivesTo elicit the Aboriginal community’s cultural and healthcare needs and views about six prominent and emerging models of care, to inform the development of a new hospital.DesignCross-sectional qualitative study co-designed...

Long-term survival for lymphoid neoplasms and national health expenditure (EUROCARE-6): a retrospective, population-based study

Management of lymphoid malignancies requires substantial health system resources. Total national health expenditure might influence population-based lymphoid malignancy survival. We studied the long-term survival of patients with 12 lymphoid malignancy types and examined whether different levels of national health expenditure might explain differences in lymphoid malignancy prognosis between European countries and regions. For this observational, retrospective, population-based study, we analysed the EUROCARE-6 dataset of patients aged 15 or older diagnosed between 2001 and 2013 with one of 12 lymphoid malignancies defined according to International Classification of Disease for Oncology (third edition) and WHO classification, and followed up to 2014 (Jan 1, 2001-Dec 31, 2014). Countries were classified according to their mean total national health expenditure quartile in 2001-13. For each lymphoid malignancy, 5-year and 10-year age-standardised relative survival (ASRS) was calculated using the period approach. Generalised linear models indicated the effects of age at diagnosis, gender, and total national health expenditure on the relative excess risk of death (RER). 82 cancer registries (61 regional and 21 national) from 27 European countries provided data eligible for 10-year survival estimates comprising 890 730 lymphoid malignancy cases diagnosed in 2001-13. Median follow-up time was 13 years (IQR 13-14). Of the 12 lymphoid malignancies, the 10-year ASRS in Europe was highest for hairy cell leukaemia (82·6% [95% CI 78·9-86·5) and Hodgkin lymphoma (79·3% [78·6-79·9]) and lowest for plasma cell neoplasms (29·5% [28·9-30·0]). RER increased with age at diagnosis, particularly from 55-64 years to 75 years or older, for all lymphoid malignancies. Women had higher ASRS than men for all lymphoid malignancies, except for precursor B, T, or natural killer cell, or not-otherwise specified lymphoblastic lymphoma or leukaemia. 10-year ASRS for each lymphoid malignancy was higher (and the RER lower) in countries in the highest national health expenditure quartile than in countries in the lowest quartile, with a decreasing pattern through quartiles for many lymphoid malignancies. 10-year ASRS for non-Hodgkin lymphoma, the most representative class for lymphoid malignancies based on the number of incident cases, was 59·3% (95% CI 58·7-60·0) in the first quartile, 57·6% (55·2-58·7) in the second quartile, 55·4% (54·3-56·5) in the third quartile, and 44·7% (43·6-45·8) in the fourth quartile; with reference to the European mean, the RER was 0·80 (95% CI 0·79-0·82) in the first, 0·91 (0·90-0·93) in the second, 0·94 (0·92-0·96) in the third, and 1·45 (1·42-1·48) in the fourth quartiles. Total national health expenditure is associated with geographical inequalities in lymphoid malignancy prognosis. Policy decisions on allocating economic resources and implementing evidence-based models of care are needed to reduce these differences. Italian Ministry of Health, European Commission, Estonian Research Council.

Flushing and locking management related to central venous catheter occlusion rate among adult patients in acute care: a best practice implementation project.

A central venous catheter (CVC)-a type of central venous access device (CVAD)-is the most common intervention for critical illnesses. Obstruction of the CVC can lead to fatal consequences. Thus, it is critical to maintain catheter lumen patency. The CVC occlusion rate in a hospital in Taiwan was 33%. This project aimed to decrease the CVC occlusion rate in acute care. This project was conceptually informed by the JBI Evidence-Based Model of Healthcare, in particular, the conceptualization of evidence implementation as inclusive of context analysis, implementation, and evaluation of outcomes using evidence-based quality indicators. As part of the seven-phase implementation process, we used audit and feedback in a pre- and post-test design to measure baseline compliance. Based on the initial audit, we developed an implementation strategy responsive to the identified gaps in compliance. We then undertook a final audit to measure changes in compliance to evaluate our implementation effects. The JBI software, PACES, and the situational analysis software, GRiP, were used for data collection and implementation planning. There were six evidence-based criteria, with a sample size of 30 nurses for each criterion. The team carried out the project from September 2022 to January 2023. Post-implementation audit compliance rates increased to 100% for the following criteria: the organization had a standardized flushing and locking solution protocol (0%), the CVAD lumen was locked upon completion of the final flush (10%), a single-dose system was used for flushing and locking the CVAD (60%), and preservative-free 0.9% sodium chloride was used to flush the CVAD (60%). Furthermore, the CVC occlusion rate decreased from 33% to 5%. The project successfully decreased the rate of CVC occlusion and increased the competence of nurses in acute care settings. The implementation of best practices in clinical care should focus on leadership, cross-department coordination, education, and innovation.

Applying a democratic evidence-based decision-making model: a case illustration of policy development at an Arab University

ABSTRACT This case study explores the potential for democratic governance in state-regulated Arab higher education systems focusing on institutional committee members’ adoption of deliberative, empowered and participatory evidence-based decision-making practices while engaged in university policy development. Amidst a landscape characterised by the forces of globalisation and internationalisation, coupled with an intensifying focus on quality assurance and accreditation that increasingly shape governance structures, this research examines decision-making at the practical micro-level within an Arab State institution. This university, mirroring others in the Gulf Cooperation Council region, functions within a largely centralised political system where government bodies exert substantial influence. By presenting an illustrative case of grassroots democratic evidence-based decision-making during committee members’ formulation of a new institution-wide policy, this study aims to partially bridge the conceptual and applied research void. It delves into the opportunities and challenges of practicing shared, evidence-based decision-making in multiplex universities operating within characteristically state-regulated, management-centric political contexts.

Preoperative risk calculator for the probability of completing nephron sparing for kidney cancer

PurposeIn absence of predictive models, preoperative estimation of the probability of completing partial (PN) relative to radical nephrectomy (RN) is invariably inaccurate and subjective. We aimed to develop an evidence-based model to assess objectively the probability of PN completion based on patients’ characteristics, tumor's complexity, urologist expertise and surgical approach. Design, setting and participants675 patients treated with PN or RN for cT1-2 cN0 cM0 renal mass by seven surgeons at one single experienced centre from 2000 to 2019. Outcomes measurements and statistical analysesThe outcome of the study was PN completion. We used a multivariable logistic regression (MVA) model to investigate predictors of PN completion. We used SPARE score to assess tumor complexity. We used a bootstrap validation to compute the model's predictive accuracy. We investigated the relationship between the outcomes and specific predictors of interest such as tumor's complexity, approach and experience. ResultsOf 675 patients, 360 (53%) were treated with PN vs. 315 (47%) with RN. Smaller tumors [Odds ratio (OR): 0.52, 95%CI 0.44–0.61; P < 0.001], lower SPARE score (OR: 0.67, 95%CI 0.47–0.94; P = 0.02), more experienced surgeons (OR: 1.01, 95%CI 1.00–1.02; P < 0.01), robotic (OR: 10; P < 0.001) and open (OR: 36; P < 0.001) compared to laparoscopic approach resulted associated with higher probability of PN completion. Predictive accuracy of the model was 0.94 (95% CI 0.93–0.95). ConclusionsThe probability of PN completion can be preoperatively assessed, with optimal accuracy relaying on routinely available clinical information. The proposed model might be useful in preoperative decision-making, patient consensus, or during preoperative counselling. Patient summaryIn patients with a renal mass the probability of completing a partial nephrectomy varies considerably and without a predictive model is invariably inaccurate and subjective. In this study we build-up a risk calculator based on easily available preoperative variables that can predict with optimal accuracy the probability of not removing the entire kidney.

Aniracetam: An Evidence-Based Model for Preventing the Accumulation of Amyloid-β Plaques in Alzheimer's Disease.

Alzheimer's disease is the leading cause of dementia in the world. It affects 6 million people in the United States and 50 million people worldwide. Alzheimer's disease is characterized by the accumulation of amyloid-β plaques (Aβ), an increase in tau protein neurofibrillary tangles, and a loss of synapses. Since the 1990s, removing and reducing Aβ has been the focus of Alzheimer's treatment and prevention research. The accumulation of Aβ can lead to oxidative stress, inflammation, neurotoxicity, and eventually apoptosis. These insults impair signaling systems in the brain, potentially leading to memory loss and cognitive decline. Aniracetam is a safe, effective, cognitive-enhancing drug that improves memory in both human and animal studies. Aniracetam may prevent the production and accumulation of Aβ by increasing α-secretase activity through two distinct pathways: 1) increasing brain derived neurotrophic factor expression and 2) positively modulating metabotropic glutamate receptors. This is the first paper to propose an evidence-based model for aniracetam reducing the accumulation and production of Aβ.

Pretreatment mortality risk prediction model in patients with polymyositis/dermatomyositis-associated interstitial lung disease

ObjectivesRisk prediction for patients with polymyositis/dermatomyositis-associated interstitial lung disease (PM/DM-ILD) is challenging due to heterogeneity in the disease course. We aimed to develop a mortality risk prediction model for PM/DM-ILD.MethodsThis...

Opening the Black Box of Implementation: Developing the Creating Active Schools Logic Model

ABSTRACT Global guidance is driving systems thinking to the forefront of research, policy, and practice. To achieve this, we need to consider how things work to ensure successful implementation. The use of the implementation research logic model as a contemporary tool to aid the planning, reporting, synthesizing, executing, and evaluating of the novel Creating Active Schools (CAS) program is illustrated. A five-step iterative process, underpinned by the implementation research logic model, was undertaken to hypothesize and identify conceptual pathways between the CAS: 1) program determinants, 2) program components and actions, 3) implementation strategies, 4) mechanisms of action, and 5) outcomes. Throughout development, school-based and CAS stakeholders engaged in reviewing appropriate implementation theories, models and frameworks, terminology, and content. An in-depth CAS logic model was created to detail the CAS program and underpinning mechanisms. This article provides novel insights into how contemporary implementation tools can be applied and adapted to enhance the planning, reporting, synthesizing, executing, and evaluating of complex interventions and strategies. The CAS logic model provides a blueprint for future school-based interventions to develop evidence-based logic models and to increase the likelihood of acceptance, feasibility, and sustainability.

Investigating the Trajectory and Associated Risk Factors of Clinical Outcomes for Early Childhood Disruptive Behavior Disorders Using Real World Data.

Disruptive behavior disorders (DBDs) are common mental health problems among early childhood American youth that, if poorly managed, pose costly psychological and societal burdens. There is limited real world evidence on how parent management training (PMT) - the evidence-based treatment model of choice - implemented in common practice settings within the United States influences the behavioral progress of early childhood DBDs, and the risk factors associated with poor outcomes. This study used data from a measurement feedback system implemented within a U.S.-based private practice to study how behavioral outcomes change as a function of PMT treatment engagement and associated risk factors for 4-7 year-old children diagnosed with DBDs. Over 50% of patients reached optimal outcomes after 10 appointments. Attending 24-29 appointments provided maximum treatment effect - namely, 75% of patients reaching optimal outcomes by end of treatment. Outcomes attenuate after reaching the maximum effect. Patients also had higher odds of reaching optimal outcomes if they had consistent attendance throughout the treatment course. Notable risk factors associated with lower odds of reaching optimal outcomes included Medicaid insurance-type, greater clinical complexity, and having siblings concurrently in treatment. Increased implementation of systems that monitor and provide feedback on treatment outcomes in U.S.-based practice settings and similar investigations using its data can further enhance 'real world' management of early childhood DBDs among American youth.