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关注成本:在离散选择实验中,眼动追踪能告诉我们关于对成本信息的注意力的哪些信息?

Keeping an eye on cost: What can eye tracking tell us about attention to cost information in discrete choice experiments?

作者信息

Genie Mesfin G, Ryan Mandy, Krucien Nicolas

机构信息

Health Economics Research Unit, Institute of Applied Health Sciences, University of Aberdeen, Aberdeen, UK.

Department of Health Outcomes Research and Policy, Auburn University, Alabama, Auburn, USA.

出版信息

Health Econ. 2023 May;32(5):1101-1119. doi: 10.1002/hec.4658. Epub 2023 Feb 3.

Abstract

Concern has been expressed about including a cost attribute within discrete choice experiments (DCEs) when individuals do not have to pay at the point of consumption. We use eye tracking to investigate attention to cost when valuing publicly financed health care. One-hundred and four individuals completed a DCE concerned with preferences for UK general practitioner appointments: 51 responded to a DCE with cost included and 53 to the same DCE without cost. Eye-movements were tracked whilst respondents completed the DCE. We assessed if respondents pay attention to cost. We then compare fixation time (FT) on attributes, eye movement patterns and mental effort across the experimental groups. Results are encouraging for the inclusion of cost in DCEs valuing publicly provided healthcare. Most respondents gave visual attention to the cost attribute most of the time. Average FT on multi-attribute tasks increased by 44% in the cost DCE, with attention to non-monetary attributes increasing by 22%. Including cost led to more structured decision-making and did not increase mental effort. Acceptability of the cost attribute and difficulty of choice tasks were predictors of cost information processing, highlighting the importance of both motivating the cost attribute and considering difficulty of the tasks when developing DCEs.

摘要

当个人在消费时无需付费时,对于在离散选择实验(DCEs)中纳入成本属性存在担忧。我们使用眼动追踪技术来研究在评估公共资助的医疗保健时对成本的关注情况。104名个体完成了一项关于英国全科医生预约偏好的DCE:51人对包含成本的DCE做出了回应,53人对不包含成本的相同DCE做出了回应。在受访者完成DCE时追踪他们的眼动。我们评估受访者是否关注成本。然后我们比较了各实验组在属性上的注视时间(FT)、眼动模式和心理努力程度。对于在评估公共提供的医疗保健的DCE中纳入成本,结果令人鼓舞。大多数受访者在大部分时间里都对成本属性给予了视觉关注。在包含成本的DCE中,多属性任务的平均FT增加了44%,对非货币属性的关注增加了22%。纳入成本导致了更结构化的决策,并且没有增加心理努力。成本属性的可接受性和选择任务的难度是成本信息处理的预测因素,这凸显了在开发DCE时激发成本属性以及考虑任务难度的重要性。

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