Medical Decision Making最新文献

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Collecting Physicians' Preferences on Medical Devices: Are We Doing It Right? Evidence from Italian Orthopedists Using 2 Different Stated Preference Methods. 收集医生对医疗器械的偏好:我们做得对吗?意大利骨科医生使用两种不同的陈述偏好方法提供的证据。
IF 3.6 3区 医学
Medical Decision Making Pub Date : 2023-10-01 Epub Date: 2023-10-14 DOI: 10.1177/0272989X231201805
Patrizio Armeni, Michela Meregaglia, Ludovica Borsoi, Giuditta Callea, Aleksandra Torbica, Francesco Benazzo, Rosanna Tarricone
{"title":"Collecting Physicians' Preferences on Medical Devices: Are We Doing It Right? Evidence from Italian Orthopedists Using 2 Different Stated Preference Methods.","authors":"Patrizio Armeni, Michela Meregaglia, Ludovica Borsoi, Giuditta Callea, Aleksandra Torbica, Francesco Benazzo, Rosanna Tarricone","doi":"10.1177/0272989X231201805","DOIUrl":"10.1177/0272989X231201805","url":null,"abstract":"<p><strong>Objectives: </strong>Physician preference items (PPIs) are high-cost medical devices for which clinicians express firm preferences with respect to a particular manufacturer or product. This study aims to identify the most important factors in the choice of new PPIs (hip or knee prosthesis) and infer about the existence of possible response biases in using 2 alternative stated preference techniques.</p><p><strong>Methods: </strong>Six key attributes with 3 levels each were identified based on a literature review and clinical experts' opinions. An online survey was administered to Italian hospital orthopedists using type 1 best-worst scaling (BWS) and binary discrete choice experiment (DCE). BWS data were analyzed through descriptive statistics and conditional logit model. A mixed logit regression model was applied to DCE data, and willingness-to-pay (WTP) was estimated. All analyses were conducted using Stata 16.</p><p><strong>Results: </strong>A sample of 108 orthopedists were enrolled. In BWS, the most important attribute was \"clinical evidence,\" followed by \"quality of products,\" while the least relevant items were \"relationship with the sales representative\" and \"cost.\" DCE results suggested instead that orthopedists prefer high-quality products with robust clinical evidence, positive health technology assessment recommendation and affordable cost, and for which they have a consolidated experience of use and a good relationship with the sales representative.</p><p><strong>Conclusions: </strong>The elicitation of preferences for PPIs using alternative methods can lead to different results. The BWS of type 1, which is similar to a ranking exercise, seems to be more affected by acquiescent responding and social desirability than the DCE, which introduces tradeoffs in the choice task and is likely to reveal more about true preferences.</p><p><strong>Highlights: </strong>Physician preference items (PPIs) are medical devices particularly exposed to physicians' choice with regard to type of product and supplier.Some established techniques of collecting preferences can be affected by response biases such as acquiescent responding and social desirability.Discrete choice experiments, introducing more complex tradeoffs in the choice task, are likely to mitigate such biases and reveal true physicians' preferences for PPIs.</p>","PeriodicalId":49839,"journal":{"name":"Medical Decision Making","volume":null,"pages":null},"PeriodicalIF":3.6,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10848602/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41218005","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Assessing and Understanding Reactance, Self-Exemption, Disbelief, Source Derogation and Information Conflict in Reaction to Overdiagnosis in Mammography Screening: Scale Development and Preliminary Validation. 评估和理解乳腺造影筛查中对过度诊断反应的反应、自我豁免、不信任、来源减损和信息冲突:量表开发和初步验证。
IF 3.6 3区 医学
Medical Decision Making Pub Date : 2023-10-01 Epub Date: 2023-09-14 DOI: 10.1177/0272989X231195603
Laura D Scherer, Krithika Suresh, Carmen L Lewis, Kirsten J McCaffery, Jolyn Hersch, Joseph N Cappella, Brad Morse, Channing E Tate, Bridget S Mosley, Sarah Schmiege, Marilyn M Schapira
{"title":"Assessing and Understanding Reactance, Self-Exemption, Disbelief, Source Derogation and Information Conflict in Reaction to Overdiagnosis in Mammography Screening: Scale Development and Preliminary Validation.","authors":"Laura D Scherer, Krithika Suresh, Carmen L Lewis, Kirsten J McCaffery, Jolyn Hersch, Joseph N Cappella, Brad Morse, Channing E Tate, Bridget S Mosley, Sarah Schmiege, Marilyn M Schapira","doi":"10.1177/0272989X231195603","DOIUrl":"10.1177/0272989X231195603","url":null,"abstract":"<p><strong>Purpose: </strong>Overdiagnosis is a concept central to making informed breast cancer screening decisions, and yet some people may react to overdiagnosis with doubt and skepticism. The present research assessed 4 related reactions to overdiagnosis: reactance, self-exemption, disbelief, and source derogation (REDS). The degree to which the concept of overdiagnosis conflicts with participants' prior beliefs and health messages (information conflict) was also assessed as a potential antecedent of REDS. We developed a scale to assess these reactions, evaluated how those reactions are related, and identified their potential implications for screening decision making.</p><p><strong>Methods: </strong>Female participants aged 39 to 49 years read information about overdiagnosis in mammography screening and completed survey questions assessing their reactions to that information. We used a multidimensional theoretical framework to assess dimensionality and overall domain-specific internal consistency of the REDS and Information Conflict questions. Exploratory and confirmatory factor analyses were performed using data randomly split into a training set and test set. Correlations between REDS, screening intentions, and other outcomes were evaluated.</p><p><strong>Results: </strong>Five-hundred twenty-five participants completed an online survey. Exploratory and confirmatory factor analyses identified that Reactance, Self Exemption, Disbelief, Source Derogation, and Information Conflict represent unique constructs. A reduced 20-item scale was created by selecting 4 items per construct, which showed good model fit. Reactance, Disbelief, and Source Derogation were associated with lower intent to use information about overdiagnosis in decision making and the belief that informing people about overdiagnosis is unimportant.</p><p><strong>Conclusions: </strong>REDS and Information Conflict are distinct but correlated constructs that are common reactions to overdiagnosis. Some of these reactions may have negative implications for making informed screening decisions.</p><p><strong>Highlights: </strong>Overdiagnosis is a concept central to making informed breast cancer screening decisions, and yet when provided information about overdiagnosis, some people are skeptical.This research developed a measure that assessed different ways in which people might express skepticism about overdiagnosis (reactance, self-exemption, disbelief, source derogation) and also the perception that overdiagnosis conflicts with prior knowledge and health messages (information conflict).These different reactions are distinct but correlated and are common reactions when people learn about overdiagnosis.Reactance, disbelief, and source derogation are associated with lower intent to use information about overdiagnosis in decision making as well as the belief that informing people about overdiagnosis is unimportant.</p>","PeriodicalId":49839,"journal":{"name":"Medical Decision Making","volume":null,"pages":null},"PeriodicalIF":3.6,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10843591/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10579294","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Constrained Optimization for Decision Making in Health Care Using Python: A Tutorial. 使用Python进行医疗保健决策的约束优化:教程。
IF 3.6 3区 医学
Medical Decision Making Pub Date : 2023-10-01 Epub Date: 2023-07-22 DOI: 10.1177/0272989X231188027
K H Benjamin Leung, Nasrin Yousefi, Timothy C Y Chan, Ahmed M Bayoumi
{"title":"Constrained Optimization for Decision Making in Health Care Using Python: A Tutorial.","authors":"K H Benjamin Leung, Nasrin Yousefi, Timothy C Y Chan, Ahmed M Bayoumi","doi":"10.1177/0272989X231188027","DOIUrl":"10.1177/0272989X231188027","url":null,"abstract":"<p><strong>Highlights: </strong>This tutorial provides a user-friendly guide to mathematically formulating constrained optimization problems and implementing them using Python.Two examples are presented to illustrate how constrained optimization is used in health applications, with accompanying Python code provided.</p>","PeriodicalId":49839,"journal":{"name":"Medical Decision Making","volume":null,"pages":null},"PeriodicalIF":3.6,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10625722/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10227647","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Pricing Treatments Cost-Effectively when They Have Multiple Indications: Not Just a Simple Threshold Analysis. 当治疗有多种适应症时,为其定价具有成本效益:不仅仅是简单的阈值分析。
IF 3.6 3区 医学
Medical Decision Making Pub Date : 2023-10-01 Epub Date: 2023-09-12 DOI: 10.1177/0272989X231197772
Jeremy D Goldhaber-Fiebert, Lauren E Cipriano
{"title":"Pricing Treatments Cost-Effectively when They Have Multiple Indications: Not Just a Simple Threshold Analysis.","authors":"Jeremy D Goldhaber-Fiebert, Lauren E Cipriano","doi":"10.1177/0272989X231197772","DOIUrl":"10.1177/0272989X231197772","url":null,"abstract":"<p><strong>Background: </strong>Economic evaluations of treatments increasingly employ price-threshold analyses. When a treatment has multiple indications, standard price-threshold analyses can be overly simplistic. We examine how rules governing indication-specific prices and reimbursement decisions affect value-based price analyses.</p><p><strong>Methods: </strong>We analyze a 2-stage game between 2 players: the therapy's manufacturer and the payer purchasing it for patients. First, the manufacturer selects a price(s) that may be indication specific. Then, the payer decides whether to provide reimbursement at the offered price(s). We assume known indication-specific demand. The manufacturer seeks to maximize profit. The payer seeks to maximize total population incremental net monetary benefit and will not pay more than their willingness-to-pay threshold. We consider game variants defined by constraints on the manufacturer's ability to price and payer's ability to provide reimbursement differentially by indication.</p><p><strong>Results: </strong>When both the manufacturer and payer can make indication-specific decisions, the problem simplifies to multiple single-indication price-threshold analyses, and the manufacturer captures all the consumer surplus. When the manufacturer is restricted to one price and the payer must make an all-or-nothing reimbursement decision, the selected price is a weighted average of indication-specific threshold prices such that reimbursement of more valuable indications subsidizes reimbursement of less valuable indications. With a single price and indication-specific coverage decisions, the manufacturer may select a high price where fewer patients receive treatment because the payer restricts reimbursement to the set of indications providing value commensurate with the high price. However, the manufacturer may select a low price, resulting in reimbursement for more indications and positive consumer surplus.</p><p><strong>Conclusions: </strong>When treatments have multiple indications, economic evaluations including price-threshold analyses should carefully consider jurisdiction-specific rules regarding pricing and reimbursement decisions.</p><p><strong>Highlights: </strong>With treatment prices rising, economic evaluations increasingly employ price-threshold analyses to identify value-based prices. Standard price-threshold analyses can be overly simplistic when treatments have multiple indications.Jurisdiction-specific rules governing indication-specific prices and reimbursement decisions affect value-based price analyses.When the manufacturer is restricted to one price for all indications and the payer must make an all-or-nothing reimbursement decision, the selected price is a weighted average of indication-specific threshold prices such that reimbursement of the more valuable indications subsidize reimbursement of the less valuable indications.With a single price and indication-specific coverage decisions, the manu","PeriodicalId":49839,"journal":{"name":"Medical Decision Making","volume":null,"pages":null},"PeriodicalIF":3.6,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10625719/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10213102","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
How Do People Process Different Representations of Statistical Information? Insights into Cognitive Effort, Representational Inconsistencies, and Individual Differences. 人们如何处理统计信息的不同表示?认知努力、表征不一致和个体差异的见解。
IF 3.6 3区 医学
Medical Decision Making Pub Date : 2023-10-01 Epub Date: 2023-10-16 DOI: 10.1177/0272989X231202505
Kevin E Tiede, Wolfgang Gaissmaier
{"title":"How Do People Process Different Representations of Statistical Information? Insights into Cognitive Effort, Representational Inconsistencies, and Individual Differences.","authors":"Kevin E Tiede, Wolfgang Gaissmaier","doi":"10.1177/0272989X231202505","DOIUrl":"10.1177/0272989X231202505","url":null,"abstract":"<p><strong>Background: </strong>Graphical representation formats (e.g., icon arrays) have been shown to lead to better understanding of the benefits and risks of treatments compared to numbers. We investigate the cognitive processes underlying the effects of format on understanding: how much cognitive effort is required to process numerical and graphical representations, how people process inconsistent representations, and how numeracy and graph literacy affect information processing.</p><p><strong>Methods: </strong>In a preregistered between-participants experiment, 665 participants answered questions about the relative frequencies of benefits and side effects of 6 medications. First, we manipulated whether the medical information was represented numerically, graphically (as icon arrays), or inconsistently (numerically for 3 medications and graphically for the other 3). Second, to examine cognitive effort, we manipulated whether there was time pressure or not. In an additional intervention condition, participants translated graphical information into numerical information before answering questions. We also assessed numeracy and graph literacy.</p><p><strong>Results: </strong>Processing icon arrays was more strongly affected by time pressure than processing numbers, suggesting that graphical formats required more cognitive effort. Understanding was lower when information was represented inconsistently (v. consistently) but not if there was a preceding intervention. Decisions based on inconsistent representations were biased toward graphically represented options. People with higher numeracy processed quantitative information more efficiently than people with lower numeracy did. Graph literacy was not related to processing efficiency.</p><p><strong>Limitations: </strong>Our study was conducted with a nonpatient sample, and the medical information was hypothetical.</p><p><strong>Conclusions: </strong>Although graphical (v. numerical) formats have previously been found to lead to better understanding, they may require more cognitive effort. Therefore, the goal of risk communication may play an important role when choosing how to communicate medical information.</p><p><strong>Highlights: </strong>This article investigates the cognitive processes underlying the effects of representation format on the understanding of statistical information and individual differences therein.Processing icon arrays required more cognitive effort than processing numbers did.When information was represented inconsistently (i.e., partly numerically and partly graphically), understanding was lower than with consistent representation, and decisions were biased toward the graphically represented options.People with higher numeracy processed quantitative information more efficiently than people with lower numeracy did.</p>","PeriodicalId":49839,"journal":{"name":"Medical Decision Making","volume":null,"pages":null},"PeriodicalIF":3.6,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10625726/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41240339","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Development of a Naturalness Preference Scale. 自然偏好量表的编制。
IF 3.6 3区 医学
Medical Decision Making Pub Date : 2023-10-01 Epub Date: 2023-07-31 DOI: 10.1177/0272989X231189494
Shawna F Bayerman, Meng Li, Adnan Syed, Laura D Scherer
{"title":"Development of a Naturalness Preference Scale.","authors":"Shawna F Bayerman, Meng Li, Adnan Syed, Laura D Scherer","doi":"10.1177/0272989X231189494","DOIUrl":"10.1177/0272989X231189494","url":null,"abstract":"<p><strong>Objective: </strong>Naturalness preference can influence important health decisions. However, the literature lacks a reliable way to measure individual differences in naturalness preferences. We fill this gap by designing and validating a scale to measure individual differences in naturalness preference.</p><p><strong>Methods: </strong>We conducted 3 studies among Amazon Mechanical Turk participants. In study 1 (<i>N</i> = 451), we created scale items through an iterative process that measured naturalness preference in hypothesized domains. We conducted exploratory factor analysis (EFA) to identify items that assess the naturalness preference construct. In study 2 (<i>N</i> = 448), we conducted confirmatory factor analysis (CFA) and tests of criterion, discriminant, convergent, and incremental validity. In study 3 (<i>N</i> = 607), we confirmed test-retest reliability of the scale and performed additional validity tests.</p><p><strong>Results: </strong>EFA revealed 3 correlated factors consistent with naturalness preference in medicine, food, and household products. The CFA confirmed the 3-factor structure and led to the decision to drop reverse-coded items. The finalized Naturalness Preference Scale (NPS) consists of 20 items and 3 subscales: NPS-medicine, NPS-food, and NPS-household products. The NPS demonstrated good test-retest reliability, and subscales had good validity in their respective domains. The NPS-medicine subscale was predictive of the uptake of a hypothetical COVID-19 vaccine (<i>r</i> = -0.45) and belief in unproven natural COVID remedies and treatments (<i>r</i> = 0.29).</p><p><strong>Conclusions: </strong>The NPS will allow researchers to better assess individual differences in naturalness preference and how they influence decision making and health behaviors.</p><p><strong>Highlights: </strong>This research created and validated a scale to measure individual differences in naturalness preference in 3 domains: medicine, food, and household products.This study confirms that the strength of the naturalness preference differs in different domains.An important and timely finding is that higher scores in the naturalness preference medical subscale are associated with belief in COVID-19 misinformation and reluctance toward COVID-19 vaccination.</p>","PeriodicalId":49839,"journal":{"name":"Medical Decision Making","volume":null,"pages":null},"PeriodicalIF":3.6,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9922833","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Re-revisiting the Utilities of Health States Worse than Dead: The Problem Remains. 重新审视健康国家的效用——比死亡更糟糕:问题依然存在。
IF 3.6 3区 医学
Medical Decision Making Pub Date : 2023-10-01 Epub Date: 2023-10-16 DOI: 10.1177/0272989X231201147
Michał Jakubczyk
{"title":"Re-revisiting the Utilities of Health States Worse than Dead: The Problem Remains.","authors":"Michał Jakubczyk","doi":"10.1177/0272989X231201147","DOIUrl":"10.1177/0272989X231201147","url":null,"abstract":"<p><strong>Background: </strong>In valuation studies of the EQ-5D-5L instrument, the composite time tradeoff method (cTTO) is often used to elicit preferences. In cTTO, some health states are considered worse than dead (WTD) and are assigned negative utility values. However, these negative values correlate poorly with state severity, which suggests that cTTO is insufficiently sensitive. A recent threshold explanation has been offered to account for the lack of correlation: because the severity threshold beyond which a state is considered WTD differs between respondents, the correlation should be studied for individual respondents clustered by the number of WTD states. The results obtained in such a threshold approach were interpreted to disprove the insensitivity of the cTTO method.</p><p><strong>Aim: </strong>To scrutinize the threshold explanation and test whether it indeed refutes the insensitivity of cTTO.</p><p><strong>Methods: </strong>The study uses data from the EQ-5D-5L Polish valuation study, which includes cTTO responses from 1,510 participants, each of whom evaluated 10 EQ-5D-5L states. The correlation analysis and threshold approach are repeated to confirm the results from previous studies. The data are then modified in 2 contrasting ways. First, negative utilities are randomly reshuffled to test whether the threshold approach can capture cTTO insensitivity. Second, individual-level regressions are used to simulate negative values to ensure they correlate with severity at the individual respondent level, verifying whether the overall severity-utility correlation should be observed.</p><p><strong>Results: </strong>First, reshuffling negative utilities does not change the results of the threshold approach. Hence, the threshold explanation fails to prove cTTO sensitivity. Second, when sensitivity was introduced on an individual level, a significant overall correlation between severity and negative utility arose.</p><p><strong>Conclusion: </strong>cTTO is insensitive to severity for WTD states.</p><p><strong>Highlights: </strong>For the composite time tradeoff method, the utility values of health states worse than dead correlate poorly with state severity, which suggests that cTTO has insufficient sensitivity.Recently, a so-called threshold explanation was offered for the lack of correlation.I show why the threshold explanation fails and why the composite time tradeoff is indeed insensitive for worse-than-dead states.</p>","PeriodicalId":49839,"journal":{"name":"Medical Decision Making","volume":null,"pages":null},"PeriodicalIF":3.6,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41240340","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Cost-Effectiveness Analysis for Therapy Sequence in Advanced Cancer: A Microsimulation Approach with Application to Metastatic Prostate Cancer. 晚期癌症治疗序列的共效分析:一种微刺激方法及其在转移性癌症前列腺癌中的应用。
IF 3.6 3区 医学
Medical Decision Making Pub Date : 2023-10-01 Epub Date: 2023-10-09 DOI: 10.1177/0272989X231201621
Elizabeth A Handorf, J Robert Beck, Andres Correa, Chethan Ramamurthy, Daniel M Geynisman
{"title":"Cost-Effectiveness Analysis for Therapy Sequence in Advanced Cancer: A Microsimulation Approach with Application to Metastatic Prostate Cancer.","authors":"Elizabeth A Handorf, J Robert Beck, Andres Correa, Chethan Ramamurthy, Daniel M Geynisman","doi":"10.1177/0272989X231201621","DOIUrl":"10.1177/0272989X231201621","url":null,"abstract":"<p><strong>Purpose: </strong>Patients with advanced cancer may undergo multiple lines of treatment, switching therapies as their disease progresses. We developed a general microsimulation framework to study therapy sequence and applied it to metastatic prostate cancer.</p><p><strong>Methods: </strong>We constructed a discrete-time state transition model to study 2 lines of therapy. Using digitized published survival curves (progression-free survival, time to progression, and overall survival [OS]), we inferred event types (progression or death) and estimated transition probabilities using cumulative incidence functions with competing risks. We incorporated within-patient dependence over time; first-line therapy response informed subsequent event probabilities. Parameters governing within-patient dependence calibrated the model-based results to a target clinical trial. We applied these methods to 2 therapy sequences for metastatic prostate cancer, wherein both docetaxel (DCT) and abiraterone acetate (AA) are appropriate for either first- or second-line treatment. We assessed costs and quality-adjusted life-years (5-y QALYs) for 2 treatment strategies: DCT → AA versus AA → DCT.</p><p><strong>Results: </strong>Models assuming within-patient independence overestimated OS time, which corrected with the calibration approach. With generic pricing, AA → DCT dominated DCT → AA, (higher 5-y QALYs and lower costs), consistent for all values of calibration parameters (including no correction). Model calibration increased the difference in 5-y QALYs between treatment strategies (0.07 uncorrected v. 0.15 with base-case correction). Applying the correction decreased the estimated difference in cost (-$5,360 uncorrected v. -$3,066 corrected). Results were strongly affected by the cost of AA. Under a lifetime horizon, AA → DCT was no longer dominant but still cost-effective (incremental cost-effectiveness ratio: $19,463).</p><p><strong>Conclusions: </strong>We demonstrate a microsimulation approach to study the cost-effectiveness of therapy sequences for advanced prostate cancer, taking care to account for within-patient dependence.</p><p><strong>Highlights: </strong>We developed a discrete-time state transition model for studying therapy sequence in advanced cancers.Results are sensitive to dependence within patients.A calibration approach can introduce dependence across lines of therapy and closely match simulation outcomes to target trial outcomes.</p>","PeriodicalId":49839,"journal":{"name":"Medical Decision Making","volume":null,"pages":null},"PeriodicalIF":3.6,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10840915/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41162391","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Verity of a Unifying Diagnosis. 统一诊断的真实性。
IF 3.1 3区 医学
Medical Decision Making Pub Date : 2023-10-01 Epub Date: 2023-09-14 DOI: 10.1177/0272989X231192521
Brian W Locke, Scott K Aberegg
{"title":"The Verity of a Unifying Diagnosis.","authors":"Brian W Locke, Scott K Aberegg","doi":"10.1177/0272989X231192521","DOIUrl":"10.1177/0272989X231192521","url":null,"abstract":"","PeriodicalId":49839,"journal":{"name":"Medical Decision Making","volume":null,"pages":null},"PeriodicalIF":3.1,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10841113/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10580865","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Health Economic Analysis of Antiviral Drugs in the Global Polio Eradication Endgame. 全球根除脊髓灰质炎最后阶段抗病毒药物的健康经济分析。
IF 3.6 3区 医学
Medical Decision Making Pub Date : 2023-10-01 Epub Date: 2023-08-14 DOI: 10.1177/0272989X231191127
Kamran Badizadegan, Dominika A Kalkowska, Kimberly M Thompson
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