Resources Repository
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Resource PackWeb Portal, Teaching Resource 2018Resource Pack: Mental Health and Modeling
This resource pack, curated by the Center for Health Decision Science, features resources on modeling …
This resource pack, curated by the Center for Health Decision Science, features resources on modeling approaches applied to mental health. We aim to provide an overview of different techniques to guide researchers and practitioners in applying decision science and economic modeling to this public health challenge. More specifically, this resource pack contains review articles comparing different modeling techniques in the evaluation of treatments for depression, bipolar disorder and schizophrenia. The majority of articles in this…
State-Transition | Health/Medicine | Mental Health | Costing Methods | Health Outcomes | Evidence Synthesis | Mathematical Models | Microsimulation | Cost-Effectiveness Analysis | Chronic Disease/Risk | North America | Europe -
ReviewPublication 2017Model-Based Economic Evaluation of Treatments for Depression: A Systematic Review
This article, published in Pharmacoeconomics, systematically reviews the literature in order to identify model-based studies …
This article, published in Pharmacoeconomics, systematically reviews the literature in order to identify model-based studies evaluating the cost-effectiveness of treatments for depression and examine the appropriateness of different modelling technique for simulating the natural course of depression. The review yielded 41 model-based studies, of which 21 used decision trees (DTs), 15 used cohort-based state-transition Markov models (CMMs), two used individual-based state-transition models (ISMs), and three used discrete-event simulation (DES) models. Just over half of the…
State-Transition | Health/Medicine | Mental Health | Mathematical Models | Microsimulation | Cost-Effectiveness Analysis -
ArticlePublication 2016Cost-Effectiveness of Collaborative Care for Depression and Comorbid Diabetes or CVD
This article, published in BMJ Open, presents an economic model that combines a decision tree …
This article, published in BMJ Open, presents an economic model that combines a decision tree and a Markov cohort model to investigate the long-term cost-effectiveness of collaborative care versus usual care for individuals with depression and comorbid diabetes and/or cardiovascular disease. Data from the COINCIDE trial informs the model input parameters. The COINCIDE trial is a randomized controlled trial of collaborative care versus usual care that enrolled 387 participants from 36 primary care general practices…
State-Transition | Health/Medicine | Mental Health | Cost-Effectiveness Analysis | Chronic Disease/Risk | Europe -
ReviewPublication 2016Choosing an Epidemiological Model Structure for Economic Evaluation
This review presents a taxonomy of epidemiological model structures and applies it to the economic …
This review presents a taxonomy of epidemiological model structures and applies it to the economic evaluation of public health interventions for non-communicable diseases. Growing pressures on health services and on social care have led to a greater need for prevention of chronic diseases. In order for decision makers to make informed judgements about how to best spend finite public health resources, they must be able to quantify the anticipated costs, benefits, and opportunity costs of…
State-Transition | Health/Medicine | Social Determinants | Mathematical Models | Dynamic Transmission | Microsimulation | Dynamic Simulation | Chronic Disease/Risk | Environmental Health | Health Systems | Climate/Environment | Culture/Society -
ReportPublication 2015Modeling to Improve Policy Decisions in the Americas: Noncommunicable Diseases
In the Region of the Americas, noncommunicable diseases (NCDs) are a clear threat not only …
In the Region of the Americas, noncommunicable diseases (NCDs) are a clear threat not only to human health, but also to a country’s economic development and growth. The evidence on both of these counts is compelling. In 2012, cardiovascular disease, diabetes, cancers, chronic respiratory conditions including asthma, and other NCDs were the cause of 4.5 million deaths in the Americas. Of that total number, 1.5 million of them were premature, occurring among people aged 30-69…
State-Transition | Health/Medicine | Mental Health | Priority Setting/Ethics | Costing Methods | Mathematical Models | Microsimulation | Decision Analysis | Cost-Effectiveness Analysis | Chronic Disease/Risk | Latin America & Caribbean -
ArticlePublication 2014Cost-Effectiveness of Second-Generation Antipsychotics for the Treatment of Schizophrenia
This article, published in Value in Health, describes a Markov model that compares the cost-effectiveness …
This article, published in Value in Health, describes a Markov model that compares the cost-effectiveness of alternate sequences of treatment strategies using second-generation antipsychotics (SGAs) for patients with schizophrenia. First-line treatments include one of the four SGAs: olanzapine (OLZ), risperidone (RSP), quetiapine (QTP), and ziprasidone (ZSD). Patients are able switch to another of these antipsychotics as second-line therapy, and only clozapine (CLZ) is allowed as third-line treatment. Model input parameters were obtained from the Clinical…
State-Transition | Health/Medicine | Mental Health | Cost-Effectiveness Analysis | North America -
ArticlePublication 2011Cost-Effectiveness of Psychotherapy for Cluster C Personality Disorders
This article, published in the Journal of Clinical Psychiatry, describes a probabilistic Markov cohort model …
This article, published in the Journal of Clinical Psychiatry, describes a probabilistic Markov cohort model that compares the cost-effectiveness of five treatment modalities (long-term outpatient psychotherapy, short-term and long-term day hospital psychotherapy, and short-term and long-term inpatient psychotherapy) for patients with cluster C personality disorders. The analyses are conducted from the societal and payer perspectives. Patient-level data comes from 466 patients with cluster C personality disorders who were admitted to 6 specialist centers of psychotherapy…
State-Transition | Health/Medicine | Mental Health | Cost-Effectiveness Analysis | Europe -
ArticlePublication 2011Model-Based Analyses to Compare Health and Economic Outcomes of Cancer Control: Inclusion of Disparities
In order to identify strategies that improve both population health and ensure its equitable distribution, …
In order to identify strategies that improve both population health and ensure its equitable distribution, the authors developed a typology of cancer disparities that considers types of inequalities among black, white, and Hispanic populations across different cancers. This paper reports on the typology using an existing disease simulation model of cervical cancer that was calibrated to clinical, epidemiological, and cost data in the United States and presents characteristics important for policy discussions. The typology proposed…
State-Transition | Health/Medicine | Social Determinants | Priority Setting/Ethics | Cost-Effectiveness Analysis | Chronic Disease/Risk | Health Systems | Clinical Care | Culture/Society | Science/Technology | North America -
ArticlePublication 2010Cost-Effectiveness of Psychotherapy for Cluster B Personality Disorders
This article, published in the British Journal of Psychiatry, presents a probabilistic Markov cohort model …
This article, published in the British Journal of Psychiatry, presents a probabilistic Markov cohort model that compares the cost-effectiveness of three treatment strategies (outpatient, day-hospital and inpatient psychotherapy) for patients with cluster B personality disorders. Patient-level data is used to populate the model and the analyses are conducted from the societal and payer perspectives. From the societal perspective, the findings show that the incremental cost-effectiveness ratio (ICER) of day hospital psychotherapy compared to outpatient psychotherapy…
State-Transition | Health/Medicine | Mental Health | Cost-Effectiveness Analysis | Europe