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Study protocol: combining experimental methods, econometrics and simulation modelling to determine price elasticities for studying food taxes and subsidies (The Price ExaM Study)

机译:研究方案:结合实验方法,计量经济学和模拟模型来确定研究食品税和补贴的价格弹性(价格Exam研究)

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摘要

BACKGROUND: There is a need for accurate and precise food price elasticities (PE, change in consumer demand in response to change in price) to better inform policy on health-related food taxes and subsidies. METHODS/DESIGN: The Price Experiment and Modelling (Price ExaM) study aims to: I) derive accurate and precise food PE values; II) quantify the impact of price changes on quantity and quality of discrete food group purchases and; III) model the potential health and disease impacts of a range of food taxes and subsidies. To achieve this, we will use a novel method that includes a randomised Virtual Supermarket experiment and econometric methods. Findings will be applied in simulation models to estimate population health impact (quality-adjusted life-years [QALYs]) using a multi-state life-table model. The study will consist of four sequential steps: 1. We generate 5000 price sets with random price variation for all 1412 Virtual Supermarket food and beverage products. Then we add systematic price variation for foods to simulate five taxes and subsidies: a fruit and vegetable subsidy and taxes on sugar, saturated fat, salt, and sugar-sweetened beverages. 2. Using an experimental design, 1000 adult New Zealand shoppers complete five household grocery shops in the Virtual Supermarket where they are randomly assigned to one of the 5000 price sets each time. 3. Output data (i.e., multiple observations of price configurations and purchased amounts) are used as inputs to econometric models (using Bayesian methods) to estimate accurate PE values. 4. A disease simulation model will be run with the new PE values as inputs to estimate QALYs gained and health costs saved for the five policy interventions. DISCUSSION: The Price ExaM study has the potential to enhance public health and economic disciplines by introducing internationally novel scientific methods to estimate accurate and precise food PE values. These values will be used to model the potential health and disease impacts of various food pricing policy options. Findings will inform policy on health-related food taxes and subsidies. TRIAL REGISTRATION: Australian New Zealand Clinical Trials Registry ACTRN12616000122459 (registered 3 February 2016).
机译:背景技术:需要准确和精确的食品价格弹性(PE,消费者需求随价格变化而变化),以更好地告知与健康相关的食品税和补贴政策。方法/设计:价格实验和建模(Price ExaM)研究旨在:I)得出准确和精确的食品PE值; II)量化价格变化对离散食品购买的数量和质量的影响,以及III)模拟一系列食品税和补贴对健康和疾病的潜在影响。为了实现这一目标,我们将使用一种新颖的方法,其中包括一个随机的虚拟超市实验和计量经济学方法。研究结果将应用在模拟模型中,以使用多州生命表模型估算人口健康影响(质量调整生命年[QALYs])。该研究将包括四个连续步骤:1.我们为所有1412个虚拟超市食品和饮料产品生成5000个价格集,并具有随机价格变化。然后,我们添加食品的系统价格变化,以模拟五种税收和补贴:水果和蔬菜补贴以及糖,饱和脂肪,盐和含糖饮料的税收。 2.使用实验设计,在虚拟超市中,有1000名新西兰成年购物者完成了5家家庭杂货店,在这些商店中,他们每次随机分配给5000个价格集中的其中一个。 3.输出数据(即对价格配置和购买量的多次观察)用作计量经济模型的输入(使用贝叶斯方法),以估算准确的PE值。 4.将使用新的PE值作为输入来运行疾病模拟模型,以评估五项政策干预措施获得的QALY和节省的医疗费用。讨论:通过引入国际上新颖的科学方法来估计准确和精确的食品PE值,Price ExaM研究有潜力增强公共卫生和经济学科。这些值将用于模拟各种食品价格政策选择对健康和疾病的潜在影响。研究结果将为与健康相关的食品税和补贴政策提供依据。试验注册:澳大利亚新西兰临床试验注册中心ACTRN12616000122459(2016年2月3日注册)。

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