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2.
J Comp Eff Res ; 13(5): e230178, 2024 05.
Artigo em Inglês | MEDLINE | ID: mdl-38567953

RESUMO

Since late 2020, the Canadian Agency of Drugs and Technologies in Health (CADTH) has been using a threshold of $50,000 (CAD) per quality-adjusted life-year (QALY) for both oncology and non-oncology drugs. When used for oncology products, this threshold is hypothesized to have a higher impact on the time to access these drugs in Canada. We studied the impact of price reductions on time to engagement and negotiation with the pan-Canadian Pharmaceutical Alliance for oncology drugs reviewed by CADTH between January 2020 and December 2022. Overall, 103 assessments reported data on price reductions recommended by CADTH to meet the cost-effectiveness threshold for reimbursement. Of these assessments, 57% (59/103) recommendations included a price reduction of greater than 70% off the list price. Eight percent (8/103) were not cost-effective even at a 100% price reduction. Of the 47 assessments that had a clear benefit, in 21 (45%) CADTH recommended a price reduction of at least 70%. The median time to price negotiation (not including time to engagement) for assessments that received at least 70% vs >70% price reduction was 2.6 vs 4.8 months. This study showed that there is a divergence between drug sponsor's incremental cost-effectiveness ratio (ICER) and CADTH revised ICER leading to a price reduction to meet the $50,000/QALY threshold. For the submissions with clear clinical benefit the median length of engagement (2.5 vs 3.3 months) and median length of negotiation (3.1 vs 3.6 months) were slightly shorter compared with the submissions where uncertainties were noted in the clinical benefit according to CADTH. This study shows that using a $50,000 per QALY threshold for oncology products potentially impacts timely access to life saving medications.


Assuntos
Antineoplásicos , Análise Custo-Benefício , Custos de Medicamentos , Anos de Vida Ajustados por Qualidade de Vida , Humanos , Canadá , Antineoplásicos/economia , Antineoplásicos/uso terapêutico , Análise Custo-Benefício/métodos , Custos de Medicamentos/estatística & dados numéricos , Avaliação da Tecnologia Biomédica/métodos
3.
Value Health Reg Issues ; 41: 108-113, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38320441

RESUMO

OBJECTIVES: The real-world ARISE study demonstrated initiation of fixed-ratio combination insulin degludec and aspart (IDegAsp) led to improvements in people achieving key glycemic control targets compared with prior therapies in Australia and India. This study evaluated the short-term cost-effectiveness of IDegAsp in these countries, in terms of the cost per patient achieving these targets. METHODS: A model was developed to evaluate the cost of control (treatment costs divided by the proportion of patients achieving each target) of IDegAsp versus prior therapies received in ARISE for 2 endpoints: glycated hemoglobin (HbA1c) <7.0%, and HbA1c less than a predefined individual treatment target. Costs, expressed from a healthcare payer perspective, were captured in 2022 Australian dollars (AUD) and 2022 Indian rupees (INR). RESULTS: The number of patients needed to treat to bring one to endpoints of HbA1c <7.0% and less than an individualized target with IDegAsp was 51% and 87% lower, respectively, than with prior therapies in Australia, and 52% and 66% lower, respectively, versus prior therapies in India. Cost of control was AUD 2449 higher and AUD 64 863 lower with IDegAsp versus prior therapies for endpoints of HbA1c <7.0% and less than an individualized target, respectively, in Australia and INR 211 142 and INR 537 490 lower with IDegAsp compared with prior therapies in India. CONCLUSIONS: IDegAsp was estimated to be cost-effective versus prior therapies when considering an individualized HbA1c target in Australia, and when considering an individualized HbA1c target and HbA1c <7.0% in India.


Assuntos
Análise Custo-Benefício , Combinação de Medicamentos , Hemoglobinas Glicadas , Hipoglicemiantes , Insulina de Ação Prolongada , Humanos , Austrália , Índia , Insulina de Ação Prolongada/uso terapêutico , Insulina de Ação Prolongada/economia , Insulina de Ação Prolongada/administração & dosagem , Análise Custo-Benefício/métodos , Hemoglobinas Glicadas/análise , Hipoglicemiantes/economia , Hipoglicemiantes/uso terapêutico , Hipoglicemiantes/administração & dosagem , Masculino , Feminino , Pessoa de Meia-Idade , Diabetes Mellitus Tipo 2/tratamento farmacológico , Diabetes Mellitus Tipo 2/economia
4.
Value Health Reg Issues ; 41: 123-130, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38401289

RESUMO

OBJECTIVES: To evaluate the comparative effectiveness and cost-effectiveness of peripherally inserted central catheters (PICCs) compared with centrally inserted central catheters (CICCs). METHODS: Prospective cohort study was followed by an economic analysis over a 30-day time horizon. Propensity score matching was used to select hospitalized adults with similar indications for PICC or CICC. The composite outcome was device removal or replacement because of complications before the end of treatment. The economic evaluation was based on a decision tree model for cost-effectiveness analysis, with calculation of the incremental cost-effectiveness ratio (ICER) per catheter removal avoided. All costs are presented in Brazilian reais (BRL) (1 BRL = 0.1870 US dollar). RESULTS: A total of 217 patients were followed in each group; 172 (79.3%) of those receiving a PICC and 135 (62.2%) of those receiving a CICC had no device-related complication, respectively. When comparing the events leading to device removal, the risk of composite endpoint was significantly higher in the CICC group (hazard ratio 0.20; 95% CI 0.11-0.35). The cost of PICC placement was BRL 1290.98 versus BRL 467.16 for a CICC. In the base case, the ICER for placing a PICC instead of a CICC was BRL 3349.91 per removal or replacement avoided. On univariate sensitivity analyses, the model proved to be robust within an ICER range of 2500.00 to 4800.00 BRL. CONCLUSIONS: PICC placement was associated with a lower risk of complications than CICC placement. Although the cost of a PICC is higher, its use avoided complications and need for catheter replacement before the end of treatment.


Assuntos
Cateterismo Venoso Central , Cateterismo Periférico , Análise Custo-Benefício , Humanos , Análise Custo-Benefício/métodos , Masculino , Feminino , Cateterismo Periférico/economia , Cateterismo Periférico/métodos , Cateterismo Periférico/instrumentação , Estudos Prospectivos , Pessoa de Meia-Idade , Brasil , Cateterismo Venoso Central/economia , Cateterismo Venoso Central/métodos , Cateterismo Venoso Central/instrumentação , Cateterismo Venoso Central/efeitos adversos , Idoso , Adulto , Pontuação de Propensão , Análise de Custo-Efetividade
5.
Value Health Reg Issues ; 41: 41-47, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38237328

RESUMO

OBJECTIVES: We assessed the quality of pharmacoeconomic studies conducted in India to report key areas of focus on the findings from the reviewed studies. METHODS: A targeted literature review was conducted using well-defined search strategy in PubMed to identify economic studies conducted in India from May 2017 to April 2022. Only economic evaluation studies were included, whereas trial-based cost analyses were excluded. The quality of included studies was assessed using the Quality of Health Economic Studies tool, which comprised 16 evaluation criteria related to objectives, source, funding, perspective, subgroup analysis, scales, and economic modeling related parameters. Based on scores (100 points), studies were rated as good (≥75), fair (50-74), and poor (≤49) quality. RESULTS: Search strategy provided 888 studies; 95 of these were economic studies, and 74 were included in the analysis. These 74 studies included budget impact analysis (n = 4), burden of illness (n = 8), cost-benefit analysis (n = 5), cost-consequences analysis (n = 1), cost-effectiveness analysis (n = 55), and cost-utility analysis (n = 1). The average quality score of studies was 64.08. Of the studies, 15 studies were rated as "good," 51 "fair," and 8 "poor." It was observed that primary outcome measures, stating negative outcomes, reporting bias, and implementing statistical and sensitivity analysis significantly affected the quality score. CONCLUSIONS: Most of the health economic studies conducted in India are of fair quality, and there is a need for standardization of guidelines and increase in number of Indian peer-reviewed health economics journals. A collaborative effort from pharma companies, policy makers, education experts, curriculum planners, and medical faculty is needed to promote quality economic studies.


Assuntos
Análise Custo-Benefício , Farmacoeconomia , Índia , Farmacoeconomia/normas , Humanos , Análise Custo-Benefício/métodos , Análise Custo-Benefício/normas
6.
Value Health Reg Issues ; 41: 54-62, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38241885

RESUMO

OBJECTIVES: To determine the cost-effectiveness of the QuantiFERON-TB Gold Plus (QFT-Plus) test versus the tuberculin skin test in diagnosing latent tuberculosis infection in immunocompetent subjects in the context of the Colombian healthcare system. METHODS: A hypothetical cohort of 2000 immunocompetent adults vaccinated with Bacillus Calmette-Guérin at birth who are asymptomatic for tuberculosis disease was simulated and included in a decision tree over a horizon of <1 year. The direct healthcare costs related to tests, antituberculosis treatment, and medical care were considered, and diagnostic performance was used as a measure of effectiveness. The incremental cost-effectiveness ratio (ICER) was estimated, and univariate deterministic and probabilistic sensitivity analyses were carried out using 5000 simulations. The currency was the US dollar for the year 2022, with a cost-effectiveness threshold of $6666 USD (1 gross domestic product per capita for 2022). RESULTS: QFT-Plus was cost-effective with an ICER of $5687 USD for each correctly diagnosed case relative to a threshold of $6666 USD. In the deterministic analysis, QFT-Plus was cost-effective in half of the proposed scenarios. The variable that most affected the ICER was the prevalence of latent tuberculosis and test sensitivities. In the probabilistic analysis, QFT-Plus was cost-effective in 54.74% of the simulated scenarios, and tuberculin skin test was dominant in 13.84%. CONCLUSIONS: The study provides evidence of the cost-effectiveness of QFT-Plus compared with the tuberculin skin test in diagnosing latent tuberculosis infection in immunocompetent adults in the Colombian context.


Assuntos
Análise Custo-Benefício , Tuberculose Latente , Teste Tuberculínico , Humanos , Análise Custo-Benefício/métodos , Teste Tuberculínico/métodos , Teste Tuberculínico/economia , Colômbia/epidemiologia , Tuberculose Latente/diagnóstico , Tuberculose Latente/economia , Tuberculose Latente/epidemiologia , Adulto , Sensibilidade e Especificidade , Testes de Liberação de Interferon-gama/economia , Testes de Liberação de Interferon-gama/métodos , Testes de Liberação de Interferon-gama/normas , Imunocompetência , Análise de Custo-Efetividade
7.
Value Health Reg Issues ; 41: 15-24, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38154365

RESUMO

OBJECTIVES: In the absence of evidence on whether neoadjuvant (NAC) or adjuvant chemotherapy (AC) is more beneficial for various tumor treatments, economic evaluation (EE) can assist medical decision making. There is limited evidence on their cost-effectiveness and their prospective evaluation is less likely in the future. Therefore, a systematic review and meta-analysis about EE for NAC versus AC in solid tumor help compare these therapies from various perspectives. METHODS: Various databases were searched for studies published from inception to 2021. This study followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses reporting guidelines and economic-specific guidelines. The data were pooled using a random effects model when possible. RESULTS: The retrieval identified 15 EE studies of NAC versus AC in 8 types of cancer. NAC is the dominant strategy for pancreatic, head and neck, rectal, prostate cancers and colorectal liver metastases. For ovarian cancer, NAC is cost-effective with a lower cost and higher or similar quality-adjusted life-year. There were no significant differences in cost and outcomes for lung cancer. For stage IV or high-risk patients with ovarian or prostate cancer, NAC was cost-effective but not for patients who were not high risk. CONCLUSIONS: The EEs results for NAC versus AC were inconsistent because of their different model structures, assumptions, cost inclusions, and a shortage of studies. There are multiple sources of heterogeneity across EEs evidence synthesis. More high-quality EE studies on NAC versus AC in initial cancer treatment are necessary.


Assuntos
Análise Custo-Benefício , Terapia Neoadjuvante , Neoplasias , Humanos , Quimioterapia Adjuvante/métodos , Quimioterapia Adjuvante/economia , Terapia Neoadjuvante/métodos , Terapia Neoadjuvante/economia , Terapia Neoadjuvante/estatística & dados numéricos , Terapia Neoadjuvante/normas , Análise Custo-Benefício/métodos , Neoplasias/tratamento farmacológico , Neoplasias/economia
8.
Value Health ; 25(3): 385-389, 2022 03.
Artigo em Inglês | MEDLINE | ID: mdl-35227450

RESUMO

OBJECTIVES: Evidence-informed priority setting, in particular cost-effectiveness analysis (CEA), can help target resources better to achieve universal health coverage. Central to the application of CEA is the use of a cost-effectiveness threshold. We add to the literature by looking at what thresholds have been used in published CEA and the proportion of interventions found to be cost-effective, by type of threshold. METHODS: We identified CEA studies in low- and middle-income countries from the Global Health Cost-Effectiveness Analysis Registry that were published between January 1, 2015, and January 6, 2020. We extracted data on the country of focus, type of interventions under consideration, funder, threshold used, and recommendations. RESULTS: A total of 230 studies with a total 713 interventions were included in this review; 1 to 3× gross domestic product (GDP) per capita was the most common type of threshold used in judging cost-effectiveness (84.3%). Approximately a third of studies (34.2%) using 1 to 3× GDP per capita applied a threshold at 3× GDP per capita. We have found that no study used locally developed thresholds. We found that 79.3% of interventions received a recommendation as "cost-effective" and that 85.9% of studies had at least 1 intervention that was considered cost-effective. The use of 1 to 3× GDP per capita led to a higher proportion of study interventions being judged as cost-effective compared with other types of thresholds. CONCLUSIONS: Despite the wide concerns about the use of 1 to 3× GDP per capita, this threshold is still widely used in the literature. Using this threshold leads to more interventions being recommended as "cost-effective." This study further explore alternatives to the 1 to 3× GDP as a decision rule.


Assuntos
Análise Custo-Benefício/métodos , Países em Desenvolvimento , Anos de Vida Ajustados por Deficiência , Produto Interno Bruto , Humanos , Organização Mundial da Saúde
9.
Value Health ; 25(3): 390-399, 2022 03.
Artigo em Inglês | MEDLINE | ID: mdl-35227451

RESUMO

OBJECTIVES: Advanced therapy medicinal products (ATMPs) are highly innovative therapies. Their costs and uncertain value claims have raised concerns among health technology assessment (HTA) bodies and payers. Little is known about how underlying considerations in HTA of ATMPs shape assessment and reimbursement recommendations. We aim to identify and assess key considerations that played a role in HTA of ATMPs underlying reimbursement recommendations. METHODS: A review of HTA reports was conducted of all authorized ATMPs in Scotland, The Netherlands, and England. Considerations were extracted and categorized into EUnetHTA Core Model domains. Per jurisdiction, considerations were aggregated and key considerations identified (defined as occurring in >1/assessment per jurisdiction). A narrative analysis was conducted comparing key considerations between jurisdictions and different reimbursement recommendations. RESULTS: We identified 15 ATMPs and 18 HTA reports. In The Netherlands and England most key considerations were identified in clinical effectiveness (EFF) and cost- and economic effectiveness (ECO) domains. In Scotland, the social aspects domain yielded most key considerations, followed by ECO and EFF. More uncertainty in evidence and assessment outcomes was accepted when orphan or end-of-life criteria were applied. A higher percentage of considerations supporting recommendations were identified for products with positive recommendations compared with restricted and negative recommendations. CONCLUSIONS: This is the first empirical review of HTA's using the EUnetHTA Core Model to identify and structure key considerations retrospectively. It provides insights in supporting and opposing considerations for reimbursement of individual products and differences between jurisdictions. Besides the EFF and ECO domain, the social, ethical, and legal domains seem to bear considerable weight in assessment of ATMPs.


Assuntos
Análise Custo-Benefício/métodos , Análise Custo-Benefício/estatística & dados numéricos , Avaliação da Tecnologia Biomédica/métodos , Avaliação da Tecnologia Biomédica/estatística & dados numéricos , Terapias em Estudo/economia , Análise Ética , Europa (Continente) , Humanos , Reembolso de Seguro de Saúde/economia , Estudos Retrospectivos , Terapias em Estudo/ética , Incerteza
10.
Value Health ; 25(3): 443-450, 2022 03.
Artigo em Inglês | MEDLINE | ID: mdl-35227457

RESUMO

OBJECTIVES: To rank the US payers' preferences for attributes of real-world evidence (RWE) studies in the context of chronic disease and to quantify trade-offs among them. METHODS: We conducted a discrete choice experiment in which 180 employees from payer organizations were tasked to choose between 2 RWE studies assuming they were assessing evidence to inform formulary decisions for chronic disease treatment. Each RWE study was characterized by 7 attributes with 3 levels each: very informative, moderately informative, and not measured. We used a D-optimal main-effects design. Survey data were fitted to a conditional logit model to obtain a relative measure of the ranking of importance for each attribute. RESULTS: Clinical outcomes were the most preferred attribute. It was 4.68 times as important as productivity outcomes-the least preferred attribute. It was followed by health-related quality of life (2.78), methodologic rigor (2.09), resource utilization (1.71), and external validity (1.56). CONCLUSIONS: This study provides a quantification of the value payers place on key RWE attributes. Across attributes, payers have higher preferences for clinical and health-related quality of life outcomes than the other attributes. Between attributes' levels, payers prefer high levels of information in clinical outcomes and methodologic rigor but are indifferent in other attributes. Our results bridge the gap between the information that payers seek and the attributes that RWE studies prioritize and effectively guide future research design.


Assuntos
Comportamento de Escolha , Análise Custo-Benefício/métodos , Coleta de Dados/métodos , Tomada de Decisões , Reembolso de Seguro de Saúde , Formulários Farmacêuticos como Assunto , Humanos , Qualidade de Vida , Estados Unidos
11.
Value Health ; 25(3): 451-460, 2022 03.
Artigo em Inglês | MEDLINE | ID: mdl-35227458

RESUMO

OBJECTIVES: Several studies have shown that patients with heart disease value hypothetical health states differently from the general population. We aimed to investigate the health preferences of patients with heart disease and develop a value set for the 5-level EQ-5D (EQ-5D-5L) based on these patient preferences. METHODS: Patients with confirmed heart disease were recruited from 2 hospitals in Singapore. A total of 86 EQ-5D-5L health states (10 per patient) were valued using a composite time trade-off method according to the international valuation protocol for EQ-5D-5L; 20-parameter linear models and 8-parameter cross-attribute level effects models with and without an N45 term (indicating whether any health state dimension at level 4 or 5 existed) were estimated. Each model included patient-specific random intercepts. Model performance was evaluated for out-of-sample and in-sample predictive accuracy in terms of root mean square error. The discriminative ability of the utility values was assessed using heart disease-related functional classes. RESULTS: A total of 576 patients were included in the analysis. The preferred model, with the lowest out-of-sample root mean square error, was a 20-parameter linear model including N45. Predicted utility values ranged from -0.727 for the worst state to 1 for full health; the value for the second-best state was 0.981. Utility values demonstrated good discriminative ability in differentiating among patients of varied functional classes. CONCLUSIONS: An EQ-5D-5L value set representing the preferences of patients with heart disease was developed. The value set could be used for patient-centric economic evaluation and health-related quality of life assessment for patients with heart disease.


Assuntos
Análise Custo-Benefício/métodos , Cardiopatias/epidemiologia , Preferência do Paciente , Qualidade de Vida , Adulto , Fatores Etários , Estudos Transversais , Técnicas de Apoio para a Decisão , Feminino , Nível de Saúde , Humanos , Reembolso de Seguro de Saúde , Masculino , Pessoa de Meia-Idade , Reprodutibilidade dos Testes , Fatores Sexuais , Singapura , Fatores Sociodemográficos , Adulto Jovem
12.
Plast Reconstr Surg ; 149(3): 453e-464e, 2022 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-35196683

RESUMO

BACKGROUND: Economic evaluations can inform decision-making; however, previous publications have identified poor quality of economic evaluations in surgical specialties. METHODS: Study periods were from January 1, 2006, to April 20, 2020 (methodologic quality) and January 1, 2014, to April 20, 2020 (reporting quality). Primary outcomes were methodologic quality [Guidelines for Authors and Peer Reviewers of Economic Submissions to The BMJ (Drummond's checklist), 33 points; Quality of Health Economic Studies (QHES), 100 points; Consensus on Health Economic Criteria (CHEC), 19 points] and reporting quality (Consolidated Health Economic Evaluation Standards (CHEERS) statement, 24 points). RESULTS: Forty-seven hand economic evaluations were included. Partial economic analyses (i.e., cost analysis) were the most common (n = 34; 72 percent). Average scores of full economic evaluations (i.e., cost-utility analysis and cost-effectiveness analysis) were: Drummond's checklist, 27.08 of 33 (82.05 percent); QHES, 79.76 of 100 (79.76 percent); CHEC, 15.54 of 19 (81.78 percent); and CHEERS, 20.25 of 24 (84.38 percent). Cost utility analyses had the highest methodologic and reporting quality scores: Drummond's checklist, 28.89 of 35 (82.54 percent); QHES, 86.56 of 100 (86.56 percent); CHEC, 16.78 of 19 (88.30 percent); and CHEERS, 20.8 of 24 (86.67 percent). The association (multiple R) between CHEC and CHEERS was strongest: CHEC, 0.953; Drummond's checklist, 0.907; and QHES, 0.909. CONCLUSIONS: Partial economic evaluations in hand surgery are prevalent but not very useful. The Consensus on Health Economic Criteria and Consolidated Health Economic Evaluation Standards should be used in tandem when undertaking and evaluating economic evaluation in hand surgery.


Assuntos
Análise Custo-Benefício/métodos , Mãos/cirurgia , Procedimentos de Cirurgia Plástica/economia , Garantia da Qualidade dos Cuidados de Saúde/métodos , Punho/cirurgia , Análise Custo-Benefício/normas , Humanos , Garantia da Qualidade dos Cuidados de Saúde/normas , Procedimentos de Cirurgia Plástica/normas
13.
Sci Rep ; 12(1): 3088, 2022 02 23.
Artigo em Inglês | MEDLINE | ID: mdl-35197543

RESUMO

Men who have sex with men (MSM) have been disproportionally affected by the HIV epidemic in many countries, including Japan. Although pre-exposure prophylaxis (PrEP) is a strong prevention tool, it is not yet approved in Japan. A Markov model was developed to describe HIV infection and disease progression in an MSM cohort (N = 1000) in Japan receiving a PrEP program. The model was used to evaluate the cost-effectiveness of a PrEP program. HIV/AIDS treatment, screening, hospitalization due to AIDS, and PrEP were considered as costs and quality-adjusted life-years (QALYs) gained as utilities. Cost-effectiveness was assessed by comparing the incremental cost-effectiveness ratio (ICER) over a 30-year period against the willingness to pay (WTP) threshold. One-way sensitivity and probabilistic sensitivity analyses were performed. With 50% PrEP coverage, the PrEP program became dominant against the program without PrEP, using a threshold of 5.0 million JPY/QALY (45,455 USD). The probabilistic sensitivity analysis revealed that the PrEP program was dominant or at least cost-effective in most cases of 10,000 simulations. Therefore, preparing cheaper PrEP pills, which results in PrEP being dominant or ICER being lower than the WTP threshold, is important to make the program cost-effective. Introduction of PrEP to an MSM cohort in Japan would be cost-effective over a 30-year time horizon.


Assuntos
Análise Custo-Benefício/métodos , Infecções por HIV/prevenção & controle , Homossexualidade Masculina , Serviços Preventivos de Saúde/economia , Serviços Preventivos de Saúde/métodos , Estudos de Coortes , Infecções por HIV/epidemiologia , Humanos , Japão/epidemiologia , Masculino , Fatores de Tempo
14.
PLoS One ; 17(2): e0263391, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35134063

RESUMO

This paper aims to explore several ways to construct a scientific and comprehensive early warning system (EWS) for local government debt risk in China. In order to achieve this goal, this paper studies the local government debt risk from multiple perspectives, i.e., individual risk, contagion risk, static risk and dynamic risk. Firstly, taking China's 30 provinces over the period of 2010~ 2018 as a sample, this paper establishes early warning indicators for individual risk of local government debt, and uses the network model to establish early warning indicators for contagion risk of local government debt. Then, this paper applies the criteria importance though intercrieria correlation (CRITIC) method and coefficient of variation method to obtain the proxy variable Ⅰ, which combines the above two risks. Secondly, based on the proxy variable Ⅰ, both the Markov-switching autoregressive (MS-AR) model and coefficient of variation method are used to obtain the proxy variable Ⅱ, which comprehensively considers the individual risk, contagion risk, static risk and dynamic risk of local government debt. Finally, machine learning algorithms are adopted to generalize the EWS designed in this paper. The results show that: (1) From different perspectives of local government debt risk, the list of provinces that require early warning is different; (2) The support vector machines can well generalize our EWS.


Assuntos
Economia/tendências , Programas Governamentais/economia , Programas Governamentais/métodos , Algoritmos , China , Análise Custo-Benefício/métodos , Fatores Econômicos , Economia/estatística & dados numéricos , Programas Governamentais/tendências , Humanos , Governo Local , Aprendizado de Máquina , Fatores de Risco , Máquina de Vetores de Suporte
15.
CMAJ Open ; 10(1): E126-E135, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35168935

RESUMO

BACKGROUND: Mechanical ventilation is an important component of patient critical care, but it adds expense to an already high-cost setting. This study evaluates the cost-utility of 2 modes of ventilation: proportional-assist ventilation with load-adjustable gain factors (PAV+ mode) versus pressure-support ventilation (PSV). METHODS: We adapted a published Markov model to the Canadian hospital-payer perspective with a 1-year time horizon. The patient population modelled includes all patients receiving invasive mechanical ventilation who have completed the acute phase of ventilatory support and have entered the recovery phase. Clinical and cost inputs were informed by a structured literature review, with the comparative effectiveness of PAV+ mode estimated via pragmatic meta-analysis. Primary outcomes of interest were costs, quality-adjusted life years (QALYs) and the (incremental) cost per QALY for patients receiving mechanical ventilation. Results were reported in 2017 Canadian dollars. We conducted probabilistic and scenario analyses to assess model uncertainty. RESULTS: Over 1 year, PSV had costs of $50 951 and accrued 0.25 QALYs. Use of PAV+ mode was associated with care costs of $43 309 and 0.29 QALYs. Compared to PSV, PAV+ mode was considered likely to be cost-effective, having lower costs (-$7642) and increased QALYs (+0.04) after 1 year. In cost-effectiveness acceptability analysis, 100% of simulations would be cost-effective at a willingness-to-pay threshold of $50 000 per QALY gained. INTERPRETATION: Use of PAV+ mode is expected to benefit patient care in the intensive care unit (ICU) and be a cost-effective alternative to PSV in the Canadian setting. Canadian hospital payers may therefore consider how best to optimally deliver mechanical ventilation in the ICU as they expand ICU capacity.


Assuntos
Análise Custo-Benefício/métodos , Cuidados Críticos , Aceitação pelo Paciente de Cuidados de Saúde/estatística & dados numéricos , Respiração Artificial , Adulto , Canadá/epidemiologia , Cuidados Críticos/economia , Cuidados Críticos/métodos , Cuidados Críticos/estatística & dados numéricos , Resultados de Cuidados Críticos , Feminino , Custos de Cuidados de Saúde , Humanos , Unidades de Terapia Intensiva/economia , Unidades de Terapia Intensiva/estatística & dados numéricos , Expectativa de Vida , Masculino , Cadeias de Markov , Anos de Vida Ajustados por Qualidade de Vida , Respiração Artificial/economia , Respiração Artificial/métodos , Respiração Artificial/estatística & dados numéricos
16.
Value Health ; 25(1): 104-115, 2022 01.
Artigo em Inglês | MEDLINE | ID: mdl-35031089

RESUMO

OBJECTIVES: This study aimed to provide detailed guidance on modeling approaches for implementing competing events in discrete event simulations based on censored individual patient data (IPD). METHODS: The event-specific distributions (ESDs) approach sampled times from event-specific time-to-event distributions and simulated the first event to occur. The unimodal distribution and regression approach sampled a time from a combined unimodal time-to-event distribution, representing all events, and used a (multinomial) logistic regression model to select the event to be simulated. A simulation study assessed performance in terms of relative absolute event incidence difference and relative entropy of time-to-event distributions for different types and levels of right censoring, numbers of events, distribution overlap, and sample sizes. Differences in cost-effectiveness estimates were illustrated in a colorectal cancer case study. RESULTS: Increased levels of censoring negatively affected the modeling approaches' performance. A lower number of competing events and higher overlap of distributions improved performance. When IPD were censored at random times, ESD performed best. When censoring occurred owing to a maximum follow-up time for 2 events, ESD performed better for a low level of censoring (ie, 10%). For 3 or 4 competing events, ESD better represented the probabilities of events, whereas unimodal distribution and regression better represented the time to events. Differences in cost-effectiveness estimates, both compared with no censoring and between approaches, increased with increasing censoring levels. CONCLUSIONS: Modelers should be aware of the different modeling approaches available and that selection between approaches may be informed by data characteristics. Performing and reporting extensive validation efforts remains essential to ensure IPD are appropriately represented.


Assuntos
Neoplasias Colorretais/economia , Análise Custo-Benefício/métodos , Modelos Estatísticos , Simulação por Computador , Humanos , Medição de Risco
17.
Value Health ; 25(1): 125-132, 2022 01.
Artigo em Inglês | MEDLINE | ID: mdl-35031091

RESUMO

OBJECTIVES: The ICEpop Capability Measure for Adults (ICECAP-A) assesses 5 capabilities (stability, attachment, autonomy, achievement, and enjoyment) that are important to one's quality of life and might be an important addition to generic health questionnaires currently used in economic evaluations. This study aimed to develop a Dutch tariff of the Dutch translation of the ICECAP-A. METHODS: The methods used are similar to those used in the development of the UK tariff. A profile case best-worst scaling task was presented to 1002 participants from the general Dutch population. A scale-adjusted latent class analysis was performed to test for preferences of ICECAP-A capabilities and scale heterogeneity. RESULTS: A 3-preference class 2-scale class model with worst choice as scale predictor was considered optimal and was used to calculate the resulting tariff. Results indicated that the capabilities stability, attachment, and enjoyment were considered more important aspects of quality of life than autonomy and achievement. Additionally, improving capabilities from low to moderate levels had a larger effect on quality of life than improving capabilities that were already at a higher level. CONCLUSIONS: The ICECAP-A tariffs found in this study could be used in economic evaluations of healthcare interventions in The Netherlands.


Assuntos
Análise Custo-Benefício/métodos , Nível de Saúde , Inquéritos e Questionários/normas , Humanos , Países Baixos , Qualidade de Vida
18.
PLoS One ; 17(1): e0262227, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-34986199

RESUMO

BACKGROUND: Chronic kidney disease is often asymptomatic in its early stages but constitutes a severe burden for patients and causes major healthcare systems costs worldwide. While models for assessing the cost-effectiveness of screening were proposed in the past, they often presented only a limited view. This study aimed to develop a simulation-based German Albuminuria Screening Model (S-GASM) and present some initial applications. METHODS: The model consists of an individual-based simulation of disease progression, considering age, gender, body mass index, systolic blood pressure, diabetes, albuminuria, glomerular filtration rate, and quality of life, furthermore, costs of testing, therapy, and renal replacement therapy with parameters based on published evidence. Selected screening scenarios were compared in a cost-effectiveness analysis. RESULTS: Compared to no testing, a simulation of 10 million individuals with a current age distribution of the adult German population and a follow-up until death or the age of 90 shows that a testing of all individuals with diabetes every two years leads to a reduction of the lifetime prevalence of renal replacement therapy from 2.5% to 2.3%. The undiscounted costs of this intervention would be 1164.10 € / QALY (quality-adjusted life year). Considering saved costs for renal replacement therapy, the overall undiscounted costs would be-12581.95 € / QALY. Testing all individuals with diabetes or hypertension and screening the general population reduced the lifetime prevalence even further (to 2.2% and 1.8%, respectively). Both scenarios were cost-saving (undiscounted, - 7127.10 €/QALY and-5439.23 €/QALY). CONCLUSIONS: The S-GASM can be used for the comparison of various albuminuria testing strategies. The exemplary analysis demonstrates cost savings through albuminuria testing for individuals with diabetes, diabetes or hypertension, and for population-wide screening.


Assuntos
Albuminúria/epidemiologia , Análise Custo-Benefício/métodos , Complicações do Diabetes/diagnóstico , Insuficiência Renal Crônica/diagnóstico , Terapia de Substituição Renal/economia , Adulto , Albuminúria/economia , Pressão Sanguínea , Índice de Massa Corporal , Estudos de Casos e Controles , Simulação por Computador , Complicações do Diabetes/economia , Complicações do Diabetes/terapia , Progressão da Doença , Diagnóstico Precoce , Feminino , Alemanha , Taxa de Filtração Glomerular , Humanos , Masculino , Modelos Econômicos , Qualidade de Vida , Insuficiência Renal Crônica/economia , Insuficiência Renal Crônica/terapia , Terapia de Substituição Renal/estatística & dados numéricos
19.
AJR Am J Roentgenol ; 218(2): 234-240, 2022 02.
Artigo em Inglês | MEDLINE | ID: mdl-34523955

RESUMO

BACKGROUND. Morton neuroma is a common, painful disorder of the foot with multiple treatment options of varying cost and effectiveness. OBJECTIVE. The aim of this study was to determine the most cost-effective treatment pathway for symptomatic Morton neuromas when conservative management has failed. METHODS. An incremental cost-utility analysis was performed comparing a direct to surgical neurectomy strategy with three selective injection strategies in which one or more ultrasound-guided injection therapies was tried first before surgery for patients who did not respond to treatment. The three selective injection strategies were selective steroid injection, selective alcohol injection, and selective steroid/alcohol injection in which both steroid injections and alcohol sclerosing injections were trialed successively before surgical neurectomy. The direct-to-surgery approach was compared with the three different selective injection strategies and with a no-treatment strategy in a decision-analytic model for a hypothetical group of patients with symptomatic Morton neuroma in whom conservative management had failed. Model parameters, including treatment costs, effectiveness, complication rates, and health utility states, were estimated from the literature, reimbursement databases, and expert opinion. The outcome was cost per quality-adjusted life year (QALY) with a time horizon of 3 years. A societal cost perspective was adopted with a willingness-to-pay threshold of $100,000/QALY. Sensitivity analyses for key model parameters were performed. RESULTS. For the base input values, the steroid/alcohol selective injection strategy was dominant and yielded an incremental cost-effectiveness ratio of $4401.61/QALY compared with no treatment. The probabilistic sensitivity analysis supported this strategy in 74% of 10,000 simulated trials. Results were robust with low sensitivity to most input parameters. However, when the probability of successful alcohol injection treatment dropped below 40%, the steroid selective injection strategy became most cost-effective. CONCLUSION. A trial of ultrasound-guided injection therapies for Morton neuroma is a cost-effective strategy compared with proceeding directly to surgical neurectomy. CLINICAL IMPACT. Ultrasound-guided injection therapies are indicated as first-line treatment of patients with symptomatic Morton neuromas when conservative management fails.


Assuntos
Análise Custo-Benefício/métodos , Denervação/economia , Denervação/métodos , Custos de Cuidados de Saúde/estatística & dados numéricos , Neuroma Intermetatársico/terapia , Ultrassonografia de Intervenção/métodos , Corticosteroides/administração & dosagem , Análise Custo-Benefício/economia , Análise Custo-Benefício/estatística & dados numéricos , Etanol/administração & dosagem , Humanos , Neuroma Intermetatársico/diagnóstico por imagem , Neuroma Intermetatársico/cirurgia , Resultado do Tratamento
20.
J Trauma Acute Care Surg ; 92(1): e1-e9, 2022 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-34570063

RESUMO

BACKGROUND: With health care expenditures continuing to increase rapidly, the need to understand and provide value has become more important than ever. In order to determine the value of care, the ability to accurately measure cost is essential. The acute care surgeon leader is an integral part of driving improvement by engaging in value increasing discussions. Different approaches to quantifying cost exist depending on the purpose of the analysis and available resources. Cost analysis methods range from detailed microcosting and time-driven activity-based costing to less complex gross and expenditure-based approaches. An overview of these methods and a practical approach to costing based on the needs of the acute care surgeon leader is presented.


Assuntos
Custos e Análise de Custo/métodos , Cuidados Críticos , Custos de Cuidados de Saúde/classificação , Análise Custo-Benefício/métodos , Cuidados Críticos/economia , Cuidados Críticos/normas , Humanos , Melhoria de Qualidade/organização & administração , Escalas de Valor Relativo
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