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OBJECTIVES: The aim of this review is to appraise and assimilate evidence from studies that have reported on the cost-effectiveness of screening programs for chronic kidney disease (CKD). METHODS: The study protocol was registered on International Prospective Register of Systematic Reviews (PROSPERO). The final search was conducted on 18 January 2023 using 7 databases. Screening of articles, data extraction, and quality assessment was performed by 2 independent reviewers. The ISPOR-AMCP-NPC checklist was used to assess the credibility of the included studies. RESULTS: From 4948 retrieved studies, a final total of 20 studies were included in the qualitative synthesis. Studies found that screening in diabetic populations was cost-effective (n = 8, 57%) or even cost-saving (n = 6, 43%). Four studies (67%) found that screening in hypertensive populations was also cost-effective. For the general population, findings were inconsistent across studies in which many found screening to be cost-effective (n = 11, 69%), some cost-saving (n = 2, 12%), and others not cost-effective (n = 3, 19%). The most influential parameters identified were prevalence of CKD and cost of screening. CONCLUSIONS: Screening for CKD in patients with diabetes or hypertension is recommended from a cost-effectiveness point of view. For the general population, despite some inconsistent findings, the majority of studies demonstrated that screening in this population is cost-effective, depending mainly on the prevalence and the costs of screening. Healthcare decision makers need to consider the prevalence, stratification strategies, and advocate for lower screening costs to reduce the burden on healthcare budgets and to make screening even more favorable from the health-economic perspective.
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Programas de Rastreamento , Insuficiência Renal Crônica , Humanos , Análise Custo-Benefício , Diabetes Mellitus , Hipertensão , Insuficiência Renal Crônica/diagnóstico , Insuficiência Renal Crônica/epidemiologia , Programas de Rastreamento/economiaRESUMO
OBJECTIVES: Influenza is responsible for considerable health and economic burden every year. Especially older adults are vulnerable for influenza infection and its complications due to immunosenescence and often-underlying medical conditions. Recently, the innovative quadrivalent high-dose influenza vaccine (QIV-HD) has become available in Europe. Through its enhanced immunogenicity, QIV-HD offers improved protection for older adults against respiratory as well as cardiovascular complications. We estimated the potential impact-specifically in terms of hospital admissions and related costs-of a hypothetical past switch from QIV-Standard dose (SD) to QIV-HD in The Netherlands. METHODS: Estimates of hospitalizations for the older adults vaccinated with QIV-SD were derived from the seasons 2010/2011-2017/2018. Subsequently, the number of respiratory infections and cardiovascular complications of influenza were estimated for the year 2019/2020 for both QIV-SD and QIV-HD. To calculate the overall corresponding savings, costs for hospital complications, derived from literature, were used. RESULTS: When QIV-HD would have been used instead of QIV-SD during the season 2019/2020, an additional 220 hospitalizations would have been averted among older adults of 60 years and older in the Netherlands. This corresponds to savings of 1 219 779 (uncertainty interval: 1 089 813-1 348 549), of which 69% is attributable to cardiovascular-related hospitalizations. CONCLUSIONS: We demonstrate that a relevant improvement in influenza vaccination among older adults in The Netherlands can be achieved by switching from the current QIV-SD to QIV-HD. Not only comes a switch from QIV-SD to QIV-HD with a significant reduction in pressure on hospital capacity but also with notable cost savings.
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Vacinas contra Influenza , Influenza Humana , Humanos , Idoso , Influenza Humana/prevenção & controle , Estações do Ano , Análise Custo-Benefício , HospitaisRESUMO
OBJECTIVES: Cost-effectiveness analyses (CEAs) generally assume constant drug prices throughout the model time horizon, yet it is known that prices are not constant, often with price decreases near loss of exclusivity (LOE). This study explores the impact of using dynamic drug-specific prices on the incremental cost-effectiveness ratio (ICER) using selected reproduced case studies. METHODS: Case studies were selected following explicit criteria to reflect a variety of drug characteristics. For each drug, a published CEA model was identified, replicated, and modified with dynamic real-world pricing data, to compare ICERs based on constant drug prices with estimates obtained when including drug life cycle pricing. The impact of dynamic real-world pricing-inclusive LOE-was analyzed using a single patient cohort and multiple cohorts over time. RESULTS: Fluvastatin, alendronic acid + colecalciferol combination therapy, letrozole and clopidogrel were selected as case studies. Inclusion of real-world pricing data compared with applying constant prices reduced the ICER in a single-cohort setting up to 43%. In the multicohort analyses, further reductions of the ICERs were observed of up to 113%. The ICERs were sensitive to the period of drug usage relative to the models' time horizons, the relative proportions of drug costs in the overall treatment costs, and timing of LOE compared with the cost year of the original analysis. CONCLUSIONS: Assuming dynamic drug prices may lead to more representative ICER estimates. Future CEAs for drugs could account for predicted and disaggregated life cycle price developments based on retrospective data.
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Custos de Medicamentos , Custos de Cuidados de Saúde , Humanos , Estudos Retrospectivos , Análise de Custo-Efetividade , Análise Custo-BenefícioRESUMO
OBJECTIVE: The study aimed to evaluate the psychometric properties of KDQOL-36 Bahasa Indonesia in hemodialysis (HD) and continuous ambulatory peritoneal dialysis (CAPD) patients in Indonesia. METHODS: The psychometric analysis was conducted in three hospitals offering both HD and CAPD. The validity was assessed through structural, convergent, and known-group validity, while reliability was evaluated using internal consistency and test-retest reliability. RESULTS: The study involved 370 participants of which 71% received HD treatment. No floor and ceiling effects (< 10%) were identified. Confirmatory factor analysis supported a good model fit for both generic and kidney-specific domains, while exploratory factor analysis revealed three factors for kidney-specific domains and only three items with a loading factor below 0.4. Convergent validity showed positive correlations between kidney-specific domains, generic domains, and EQ-5D. The comparison of quality of life among subgroups based on dialysis type and whether or not patients had diabetes supported the hypotheses of known-group validity. Cronbach's alpha and omega values had demonstrated good internal consistency. Test-retest reliability indicated burden of kidney disease had good reliability, while other domains had moderate reliability. CONCLUSION: The study supports the validity and reliability of both generic and kidney-specific domains of KDQOL-36 Bahasa Indonesia to evaluate quality of life in patients with HD and CAPD in Indonesia. As health-related quality of life is a crucial predictor of patient outcomes, this report contributes new evidence about validity and reliability to recommend the use of KDQOL-36 Bahasa Indonesia in dialysis centers.
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Nefropatias , Diálise Renal , Humanos , Qualidade de Vida/psicologia , Psicometria , Reprodutibilidade dos Testes , Indonésia , Inquéritos e QuestionáriosRESUMO
BACKGROUND: It is unknown whether patients undergoing primary percutaneous coronary intervention (PCI) benefit from genotype-guided selection of oral P2Y12 inhibitors. METHODS: We conducted a randomized, open-label, assessor-blinded trial in which patients undergoing primary PCI with stent implantation were assigned in a 1:1 ratio to receive either a P2Y12 inhibitor on the basis of early CYP2C19 genetic testing (genotype-guided group) or standard treatment with either ticagrelor or prasugrel (standard-treatment group) for 12 months. In the genotype-guided group, carriers of CYP2C19*2 or CYP2C19*3 loss-of-function alleles received ticagrelor or prasugrel, and noncarriers received clopidogrel. The two primary outcomes were net adverse clinical events - defined as death from any cause, myocardial infarction, definite stent thrombosis, stroke, or major bleeding defined according to Platelet Inhibition and Patient Outcomes (PLATO) criteria - at 12 months (primary combined outcome; tested for noninferiority, with a noninferiority margin of 2 percentage points for the absolute difference) and PLATO major or minor bleeding at 12 months (primary bleeding outcome). RESULTS: For the primary analysis, 2488 patients were included: 1242 in the genotype-guided group and 1246 in the standard-treatment group. The primary combined outcome occurred in 63 patients (5.1%) in the genotype-guided group and in 73 patients (5.9%) in the standard-treatment group (absolute difference, -0.7 percentage points; 95% confidence interval [CI], -2.0 to 0.7; P<0.001 for noninferiority). The primary bleeding outcome occurred in 122 patients (9.8%) in the genotype-guided group and in 156 patients (12.5%) in the standard-treatment group (hazard ratio, 0.78; 95% CI, 0.61 to 0.98; P = 0.04). CONCLUSIONS: In patients undergoing primary PCI, a CYP2C19 genotype-guided strategy for selection of oral P2Y12 inhibitor therapy was noninferior to standard treatment with ticagrelor or prasugrel at 12 months with respect to thrombotic events and resulted in a lower incidence of bleeding. (Funded by the Netherlands Organization for Health Research and Development; POPular Genetics ClinicalTrials.gov number, NCT01761786; Netherlands Trial Register number, NL2872.).
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Clopidogrel/uso terapêutico , Trombose Coronária/prevenção & controle , Citocromo P-450 CYP2C19/genética , Genótipo , Intervenção Coronária Percutânea , Antagonistas do Receptor Purinérgico P2Y/uso terapêutico , Infarto do Miocárdio com Supradesnível do Segmento ST/terapia , Administração Oral , Idoso , Clopidogrel/efeitos adversos , Feminino , Hemorragia/induzido quimicamente , Humanos , Análise de Intenção de Tratamento , Masculino , Pessoa de Meia-Idade , Cloridrato de Prasugrel/efeitos adversos , Cloridrato de Prasugrel/uso terapêutico , Medicina de Precisão , Antagonistas do Receptor Purinérgico P2Y/efeitos adversos , Infarto do Miocárdio com Supradesnível do Segmento ST/tratamento farmacológico , Infarto do Miocárdio com Supradesnível do Segmento ST/genética , Método Simples-Cego , Stents , Ticagrelor/efeitos adversos , Ticagrelor/uso terapêuticoRESUMO
OBJECTIVES: Spinal muscular atrophy (SMA) is a rare genetic disorder that causes progressive muscle weakness and paralysis. In its most common and severe form, the majority of untreated infants die before 2 years of age. Early detection and treatment, ideally before symptom onset, maximize survival and achievement of age-appropriate motor milestones, with potentially substantial impact on health-related quality of life. Therefore, SMA is an ideal candidate for inclusion in newborn screening (NBS) programs. We evaluated the cost-effectiveness of including SMA in the NBS program in The Netherlands. METHODS: We developed a cost-utility model to estimate lifetime health effects and costs of NBS for SMA and subsequent treatment versus a treatment pathway without NBS (ie, diagnosis and treatment after presentation with overt symptoms). Model inputs were based on literature, local data, and expert opinion. Sensitivity and scenario analyses were conducted to assess model robustness and validity of results. RESULTS: After detection of SMA by NBS in 17 patients, the number of quality-adjusted life-years gained per annual birth cohort was estimated at 320 with NBS followed by treatment compared with treatment after clinical SMA diagnosis. Total healthcare costs, including screening, diagnostics, treatment, and other healthcare resource use, were estimated to be 12 014 949 lower for patients identified by NBS. CONCLUSIONS: NBS for early identification and treatment of SMA versus later symptomatic treatment after clinical diagnosis improves health outcomes and is less costly and, therefore, is a cost-effective use of resources. Results were robust in sensitivity and scenario analyses.
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Atrofia Muscular Espinal , Triagem Neonatal , Análise Custo-Benefício , Humanos , Lactente , Recém-Nascido , Atrofia Muscular Espinal/diagnóstico , Atrofia Muscular Espinal/genética , Atrofia Muscular Espinal/terapia , Triagem Neonatal/métodos , Países Baixos , Qualidade de VidaRESUMO
BACKGROUND: Results of probabilistic sensitivity analyses (PSA) are frequently visualized as a scatterplot, which is limited through overdrawing and a lack of insight in relative density. To overcome these limitations, we have developed the Relative Density plot (PSA-ReD). METHODS: The PSA-ReD combines a density plot and a contour plot to visualize and quantify PSA results. Relative density, depicted using a color gradient, is transformed to a cumulative probability. Contours are then plotted over regions with a specific cumulative probability. We use two real-world case studies to demonstrate the value of the PSA-ReD plot. RESULTS: The PSA-ReD method demonstrates proof-of-concept and feasibility. In the real-world case-studies, PSA-ReD provided additional visual information that could not be understood from the traditional scatterplot. High density areas were identified by color-coding and the contour plot allowed for quantification of PSA iterations within areas of the cost-effectiveness plane, diminishing overdrawing and putting infrequent iterations in perspective. Critically, the PSA-ReD plot informs modellers about non-linearities within their model. CONCLUSIONS: The PSA-ReD plot is easy to implement, presents more of the information enclosed in PSA data, and prevents inappropriate interpretation of PSA results. It gives modelers additional insight in model functioning and the distribution of uncertainty around the cost-effectiveness estimate.
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OBJECTIVES: We perform a cost-effectiveness analysis (CEA) and budget impact analysis (BIA) of baloxavir marboxil compared to current care in the Netherlands for patients at risk of influenza-related complications, including patients with comorbidities and the elderly. METHODS: In the CEA, a decision tree model was developed to assess the cost-effectiveness of baloxavir marboxil for a cohort of 52-year-olds from a societal perspective. A lifetime horizon was taken by incorporating the quality-adjusted life expectancy. The BIA included different epidemiological scenarios, estimating different plausible epidemiological scenarios for seasonal influenza considering the whole Dutch population with an increased risk of influenza complications. RESULTS: The base-case ICER was estimated to be 8,300 per QALY. At the willingness-to-pay threshold of 20,000 per QALY, the probability of being cost effective was 58%. The base-case expected budget impact was 5.7 million on average per year, ranging from 1.5 million to 10.5 million based on the severity of the influenza epidemic and vaccine effectiveness. CONCLUSION: In the Netherlands, baloxavir is a cost-effective treatment option for seasonal influenza, with a base-case ICER of 8,300 per QALY for the population aged 60 years and over and patients at high risk of influenza-related complications. For a large part, this ICER is driven by the reduction of the illness duration of influenza and productivity gains in the working population.
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Antivirais , Análise Custo-Benefício , Dibenzotiepinas , Influenza Humana , Morfolinas , Piridonas , Anos de Vida Ajustados por Qualidade de Vida , Tiepinas , Triazinas , Humanos , Influenza Humana/economia , Influenza Humana/tratamento farmacológico , Influenza Humana/epidemiologia , Dibenzotiepinas/economia , Dibenzotiepinas/uso terapêutico , Pessoa de Meia-Idade , Países Baixos , Morfolinas/economia , Morfolinas/uso terapêutico , Antivirais/economia , Antivirais/uso terapêutico , Piridonas/economia , Piridonas/uso terapêutico , Triazinas/economia , Triazinas/uso terapêutico , Tiepinas/uso terapêutico , Tiepinas/economia , Masculino , Feminino , Idoso , Oxazinas/uso terapêutico , Oxazinas/economia , Árvores de Decisões , Piridinas/uso terapêutico , Piridinas/economiaRESUMO
OBJECTIVES: We assess the cost-effectiveness of switching from standard-dose quadrivalent influenza vaccination (SD-QIV) to high-dose vaccination (HD-QIV) for Dutch adults aged 60 years and older. METHODS: A health-economic model was used to compare the scenario where HD-QIV was implemented compared to the current standard, SD-QIV. This model used a lifetime horizon and assessed the cost-effectiveness from a societal perspective. A recently published meta-analysis was used to incorporate the benefits of HD-QIV, including cardiorespiratory hospitalizations, in analyses considering RCT only or combining RCT and RWE estimates in a scenario analysis. RESULTS: Implementing HD-QIV is cost effective at its list price, with an ICER of 5,400 per QALY gained. The main driver of these results is the prevention of cardiorespiratory hospitalizations. Other public health benefits are the prevention of GP consults and deaths. HD-QIV is highly likely to be cost-effective, reaching a 100% probability of being cost effective at the Dutch willingness-to-pay threshold of 20,000 per QALY. CONCLUSIONS: Implementing HD-QIV for adults aged 60 and over within the existing influenza vaccination campaign is highly cost effective. HD-QIV may support alleviating potential capacity issues in Dutch hospitals in the winter respiratory season.
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Análise Custo-Benefício , Hospitalização , Vacinas contra Influenza , Influenza Humana , Vacinação , Humanos , Vacinas contra Influenza/economia , Vacinas contra Influenza/administração & dosagem , Países Baixos , Influenza Humana/prevenção & controle , Influenza Humana/economia , Hospitalização/estatística & dados numéricos , Hospitalização/economia , Idoso , Pessoa de Meia-Idade , Vacinação/economia , Vacinação/métodos , Masculino , Feminino , Idoso de 80 Anos ou mais , Doenças Cardiovasculares/prevenção & controle , Doenças Cardiovasculares/economia , Modelos Econômicos , Anos de Vida Ajustados por Qualidade de VidaRESUMO
With the increasing pipeline of cell and gene therapies (CGTs) and the expected surge in the number of approvals, understanding the market access landscape becomes crucial for timely patient access. This study evaluates the challenges Dutch stakeholders encounter in CGT market access, offering insights for improving time-to-patient access. A traditional literature review was conducted to identify market access challenges and solutions for CGTs. Based on the findings, participants for semi-structured interviews, designed using an interview guide adapted to the Dutch context, were selected to capture diverse perspectives on market access. This review included 124 relevant articles out of 2449, covering several aspects of market access of CGTs. Subsequently, interviews with 16 stakeholders from academia, patient advocacy groups, manufacturers, health insurers, payers, hospital pharmacists, healthcare practitioners, and the Association of Innovative Medicines were conducted. Stakeholders identified challenges and proposed solutions for reimbursement package management, clinical trials, health economics, payment models, and procedural and organisational aspects. Thematic analysis revealed unique country-specific challenges and solutions in the Netherlands. This research provides insights into these challenges and potential solutions, emphasising the need for collaborative efforts among stakeholders to develop practical and multidisciplinary measures to improve the market access landscape for CGTs in the country.
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Aim: Comparative effectiveness research (CER) is essential for making informed decisions about drug access. It provides insights into the effectiveness and safety of new drugs compared with existing treatments, thereby guiding better healthcare decisions and ensuring that new therapies meet the real-world needs of patients and healthcare systems. Objective: To provide a tool that assists analysts and decision-makers in identifying the most suitable analytical approach for answering a CER question, given specific data availability contexts. Methods: A systematic literature review of the scientific literature was performed and existing regulatory and health technology assessment (HTA) guidance were evaluated to identify and compare recommendations and best practices. Based on this review a methods flowchart that synthesizes current practices and requirements was proposed. Results: The review did not find any papers that clearly identified the most appropriate analytical approach for answering CER questions under various conditions. Therefore, a methods flowchart was designed to inform analyst and decision makers choices starting from a well-defined scientific question. Conclusion: The proposed methods flowchart offers clear guidance on CER methodologies across a range of settings and research needs. It begins with a well-defined research question and considers multiple feasibility aspects related to CER. This tool aims to standardize methods, ensure rigorous and consistent research quality and promote a culture of evidence-based decision-making in healthcare.
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BACKGROUND: Inappropriate antibiotic use increases selective pressure, contributing to antimicrobial resistance. Point-of-care rapid diagnostic tests (RDTs) would be instrumental to better target antibiotic prescriptions, but widespread implementation of diagnostics for improved management of febrile illnesses is limited. OBJECTIVE: Our study aims to contribute to evidence-based guidance to inform policymakers on investment decisions regarding interventions that foster more appropriate antibiotic prescriptions, as well as to address the evidence gap on the potential clinical and economic impact of RDTs on antibiotic prescription. METHODS: A country-based cost-effectiveness model was developed for Burkina Faso, Ghana and Uganda. The decision tree model simulated seven test strategies for patients with febrile illness to assess the effect of different RDT combinations on antibiotic prescription rate (APR), costs and clinical outcomes. The incremental cost-effectiveness ratio (ICER) was expressed as the incremental cost per percentage point (ppt) reduction in APR. RESULTS: For Burkina Faso and Uganda, testing all patients with a malaria RDT was dominant compared to standard-of-care (SoC) (which included malaria testing). Expanding the test panel with a C-reactive protein (CRP) test resulted in an ICER of $ 0.03 and $ 0.08 per ppt reduction in APR for Burkina Faso and Uganda, respectively. For Ghana, the pairwise comparison with SoC-including malaria and complete blood count testing-indicates that both testing with malaria RDT only and malaria RDT + CRP are dominant. CONCLUSION: The use of RDTs for patients with febrile illness could effectively reduce APR at minimal additional costs, provided diagnostic algorithms are adhered to. Complementing SoC with CRP testing may increase clinicians' confidence in prescribing decisions and is a favourable strategy.
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Antibacterianos , Análise Custo-Benefício , Febre , Atenção Primária à Saúde , Humanos , Antibacterianos/uso terapêutico , Antibacterianos/economia , Febre/tratamento farmacológico , Atenção Primária à Saúde/economia , Uganda , Burkina Faso , Gana , Testes Diagnósticos de Rotina/economia , Proteína C-Reativa/análise , Testes Imediatos/economiaRESUMO
OBJECTIVES: The aim of this study is to analyse the trends in technology appraisals for non-small cell lung cancer (NSCLC) treatments performed by the National Institute for Health and Care Excellence (NICE) over the last ten years. METHODS: A systematic search was conducted for single technology appraisals of NSCLC drugs in the online NICE database from 2012 to 2022. Search terms used were 'non small cell lung cancer', and 'NSCLC'. Appraisals that were under development or terminated as well as multiple technology appraisals were considered out of scope. RESULTS: In the 30 included appraisals for targeted therapies and immunotherapies within NSCLC, a total of 53 different comparators were included by NICE for 41 assorted indications or subgroups. Partitioned survival models were most frequently used, often including three health states and time horizons of up to 30 years. Throughout the decade the use of indirect comparisons was high and became more established and complex over time. Of all appraisals, 90% positively recommended the treatment for use in the UK. CONCLUSION: Technology appraisals became more complex over time due to the emergence of targeted therapies and immunotherapies, leading to multiple different indications, subpopulations and comparators that needed to be included in appraisals. Partitioned Survival Analysis (PartSA) models became the cornerstone within NSCLC, with time horizons up to 30 years and over time methods for indirect treatment comparisons became more established. The majority of the appraisals resulted in a positive recommendation for reimbursement.
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INTRODUCTION: Invasive meningococcal disease (IMD) caused by Neisseria meningitidis is a rapidly progressing, rare disease that often presents as meningitis or sepsis. It mostly affects infants and adolescents, with high fatality rates or long-term sequelae. In the Netherlands, serogroup B (MenB) is most prevalent. We aimed to estimate the economic burden of MenB-related IMD between 2015 and 2019, including direct and indirect medical costs from short- and long-term sequelae, from a societal perspective. METHODS: IMD incidence was based on laboratory-based case numbers from the Netherlands Reference Laboratory for Bacterial Meningitis (Amsterdam UMC, Amsterdam, the Netherlands); there were 74 MenB cases on average per year in the study period 2015-2019. Case-fatality rate (3.8%) and percentage of patients discharged with sequelae (46%) were derived from literature. Direct costs included treatment costs of the acute phase, long-term sequelae, and public health response. Indirect costs were calculated using the human capital (HCA) and friction costs (FCA) approaches, in which productivity losses were estimated for patients and parents during the acute and sequelae phases. Costs were discounted by 4% yearly. RESULTS: Estimated costs due to MenB IMD in an annual cohort were 3,094,199 with FCA and 9,480,764 with HCA. Direct costs amounted to 2,974,996, of which 75.2% were related to sequelae. Indirect costs related to sequelae were 52,532 with FCA and 5,220,398 with HCA. CONCLUSION: Our analysis reflects the high economic burden of MenB-related IMD in the Netherlands. Sequelae costs represent a high proportion of the total costs. Societal costs were dependent on the applied approach (FCA or HCA).
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OBJECTIVES: Our main objective is to assess the inter-reviewer reliability (IRR) reported in published systematic literature reviews (SLRs). Our secondary objective is to determine the expected IRR by authors of SLRs for both human and machine-assisted reviews. METHODS: We performed a review of SLRs of randomised controlled trials using the PubMed and Embase databases. Data were extracted on IRR by means of Cohen's kappa score of abstract/title screening, full-text screening and data extraction in combination with review team size, items screened and the quality of the review was assessed with the A MeaSurement Tool to Assess systematic Reviews 2. In addition, we performed a survey of authors of SLRs on their expectations of machine learning automation and human performed IRR in SLRs. RESULTS: After removal of duplicates, 836 articles were screened for abstract, and 413 were screened full text. In total, 45 eligible articles were included. The average Cohen's kappa score reported was 0.82 (SD=0.11, n=12) for abstract screening, 0.77 (SD=0.18, n=14) for full-text screening, 0.86 (SD=0.07, n=15) for the whole screening process and 0.88 (SD=0.08, n=16) for data extraction. No association was observed between the IRR reported and review team size, items screened and quality of the SLR. The survey (n=37) showed overlapping expected Cohen's kappa values ranging between approximately 0.6-0.9 for either human or machine learning-assisted SLRs. No trend was observed between reviewer experience and expected IRR. Authors expect a higher-than-average IRR for machine learning-assisted SLR compared with human based SLR in both screening and data extraction. CONCLUSION: Currently, it is not common to report on IRR in the scientific literature for either human and machine learning-assisted SLRs. This mixed-methods review gives first guidance on the human IRR benchmark, which could be used as a minimal threshold for IRR in machine learning-assisted SLRs. PROSPERO REGISTRATION NUMBER: CRD42023386706.
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Aprendizado de Máquina , Revisões Sistemáticas como Assunto , Humanos , Reprodutibilidade dos Testes , Variações Dependentes do ObservadorRESUMO
BACKGROUND: Although both hemodialysis and continuous ambulatory peritoneal dialysis (CAPD) are covered by national healthcare insurance, 98% of kidney failure disease patients are treated with hemodialysis. This study compared the health-related quality of life (HRQoL) and utility scores of patients receiving hemodialysis and CAPD in Indonesia and determined factors associated with HRQoL and utility scores. METHODS: A cross-sectional study was performed using the Kidney Disease Quality of Life-36 and EQ-5D-5L instruments at six hospitals. Utility scores were presented as SF-6D and EQ-5D scores. Factors associated with the EQ-5D were evaluated using Tobit regressions due to ceiling effects, while the SF-6D and HRQoL were assessed using generalized linear models since the data were not normally distributed. RESULTS: Among the 613 patients, 76% were treated with hemodialysis. After adjusting for sociodemographic characteristics and clinical parameters, CAPD patients reported better HRQoL compared to hemodialysis patients in terms of the SF-6D (p = .038), mental component summary (p = .020), symptoms (p = .005), and effects of kidney disease (p<.001), but no significant differences were reported in EQ-5D (p = .083), physical component summary (p = .323), burden of kidney disease (p = .111), and kidney summary scores (p = .068). Poorer HRQoL and utility scores were likely experienced by older patients who were male, married, with diabetes, treated in Class A hospitals, and with lower education, hemoglobin, and albumin levels. CONCLUSION: In Indonesia, patients treated with CAPD had better HRQoL and utility scores compared to patients undergoing hemodialysis. Therefore, CAPD should be promoted by healthcare professionals as the first treatment option for patients who are eligible for both hemodialysis and CAPD.
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INTRODUCTION: Multiple myeloma (MM) is the second most common hematologic malignancy. MM is associated with significant morbidity due to its end-organ destruction and is a disease of the older population. Although survival rates for MM have improved over the last decade, due to an increase in treatment options, the disease remains incurable. Expensive (oral) agents are widely used in MM patients; however, tools for supporting patients in complex treatment regimens are scarce. To investigate if a tool will support MM patients and healthcare professionals, the MM e-coach was developed and tested. The aim of this study is to study the impact of telemonitoring on adherence, complications and quality of life in patients with MM (ITUMM study). METHODS: A two-arm open-label parallel-group randomized controlled trial will be conducted between March 2021 and June 2024 to compare the telemonitoring (MM e-coach) with standard MM care. This study aimed to recruit 150 patients with recently diagnosed multiple myeloma (RDMM), starting first or second line of treatment. Blinded primary outcome is adherence by pill count after start of treatment at 1-3 months. Secondary outcomes are patient reported outcomes: GFI, EQ-5D-5L, EORTC-QLQ-C30, SDM-Q-9, MARS-5, single item questions, PREMs, adverse events, OS and PFS. Patient reported outcomes were developed and integrated in the e-coach MM to regularly measure digitized outcomes of MM patients from time of RDMM until 12 months post-diagnosis. Online measurements will be performed at baseline (0), 3, 6, 9 and 12 months. ETHICS AND DISSEMINATION: Ethics approval has been granted by the Ethics Committee of the Isala klinieken in The Netherlands (No. 201111) at 25 February 2021. Study results will be disseminated to the relevant healthcare communities by publication in peer-reviewed journals, and at scientific and clinical conferences. STUDY REGISTRATION NUMBER: ClinicalTrials.gov number: NCT05964270 and ABR number: NL75771.075.20.
Assuntos
Mieloma Múltiplo , Qualidade de Vida , Telemedicina , Feminino , Humanos , Masculino , Adesão à Medicação , Mieloma Múltiplo/tratamento farmacológico , Ensaios Clínicos Controlados Aleatórios como AssuntoRESUMO
Background: Chronic kidney disease (CKD) is often detected late, leading to substantial health loss and high treatment costs. Screening the general population for albuminuria identifies individuals at high risk of kidney events and cardiovascular disease (CVD) who may benefit from early start of preventive interventions. Previous studies on the cost-effectiveness of albuminuria population screening were inconclusive, but were based on survey or cohort data rather than an implementation study, modelled screening as performed by general practitioners rather than home-based screening, and often included only benefits with respect to kidney events. We evaluated the cost-effectiveness of home-based general population screening for increased albuminuria based on real-world data obtained from a prospective implementation study taking into account prevention of CKD as well as CVD events. Methods: We developed an individual-level simulation model to compare home-based screening using a urine collection device with usual care (no home-based screening) in individuals of the general population aged 45-80, based on the THOMAS study (Towards HOMe-based Albuminuria Screening). Cost-effectiveness was assessed from the Dutch healthcare perspective with a lifetime horizon. The costs of the screening process and benefits of preventing CKD progression (dialysis and kidney transplantation) and CVD events (non-fatal myocardial infarction, non-fatal stroke, fatal CVD event) were reflected. Albuminuria detection led to treatment of identified risk factors. The model subsequently simulated CKD progression, the occurrence of CVD events, and death. The risks of experiencing CVD events were calculated using the SCORE2 CKD risk prediction model and individual-level data from the THOMAS study. Relative treatment effectiveness, quality of life scores, resource use, and cost inputs were obtained from literature. Model outcomes were the number of CKD and CVD-related events, total costs, quality-adjusted life years (QALYs), and the incremental cost-effectiveness ratio (ICER) per QALY gained by screening versus usual care. All results were obtained through probabilistic analysis. Findings: The absolute difference between screening versus usual care in lifetime probability of dialysis, kidney transplantation, non-fatal myocardial infarction, non-fatal stroke, and fatal CVD events were 0.2%, 0.05%, 0.6%, 0.6%, and 0.2%, respectively. This led to relative decreases compared to usual care in lifetime incidence of these events of 10.7%, 11.1%, 5.1%, 4.1%, and 1.6%, respectively. The incremental costs and QALYs of screening were 1607 and 0.17 QALY, respectively, which led to a corresponding ICER of 9225/QALY. The probability of screening being cost-effective for the Dutch willingness-to-pay threshold for preventive population screening of 20,000/QALY was 95.0%. Implementing the screening in the subgroup of 45-64 years old reduced the ICER (7946/QALY), whereas implementing screening in the subgroup of 65-80 years old increased the ICER (10,310/QALY). A scenario analysis assuming treatment optimization in all individuals with newly diagnosed risk factors or known risk factors not within target range reduced the ICER to 7083/QALY, resulting from the incremental costs and QALY gain of 2145 and 0.30, respectively. Interpretation: Home-based screening for increased albuminuria to prevent CVD and CKD events is likely cost-effective. More health benefits can be obtained by screening younger individuals and better optimization of care in individuals identified with newly diagnosed or known risk factors outside target range. Funding: Dutch Kidney Foundation, Top Sector Life Sciences & Health of the Dutch Ministry of Economic Affairs.