Nudging employees for greener mobility—A field experiment

IF 6.8 1区 工程技术 Q1 ECONOMICS
Ankinée Kirakozian , Raphaël Chiappini , Nabila Arfaoui
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Abstract

The central issue of this paper is to understand how policy makers can design instruments to create incentives towards green mobility. With this in mind, we ran a field experiment in 89 French firms (both public and private organizations) over 54 weeks to investigate how nudges and financial incentives can decrease the use of polluting vehicles by employees during their commute to work each week. Based on data including 845 employees, our study highlights several results related to three important attributes of policy design: the type of instrument, the timing and the targeting. We find that individuals exposed to the nudges “Moral Appeal”, “Risk of Loss”, and a combination of these two, significantly decrease their use of polluting vehicles in their daily commute to work. We find no treatment effect, either for the other nudges or for the impact of financial incentives. Our findings also reveal a persistent effect in time of the three successful nudges on the transport behavior of employees. Using a causal forest method to evaluate the heterogeneous treatment effects of these three nudges, we demonstrate that distance from work and pro-environmental behavior are the strongest predictors of treatment effects. We find that the further the employees reside from their workplace, the lower the treatment effect estimates. It suggests that selective targeting can improve the effectiveness of the nudging policy.
推动员工更环保的出行方式——实地实验
本文的核心问题是了解政策制定者如何设计工具来创造对绿色交通的激励。考虑到这一点,我们在89家法国公司(包括公共和私人组织)进行了为期54周的实地实验,以调查推动和财政激励如何减少员工每周上下班途中使用污染车辆。基于包括845名员工在内的数据,我们的研究突出了与政策设计的三个重要属性相关的几个结果:工具的类型、时机和目标。我们发现,受到“道德诉求”、“损失风险”以及这两者结合的推动的个体,在日常上班通勤中显著减少了污染车辆的使用。我们没有发现治疗效果,无论是对其他推动还是对财政激励的影响。我们的研究结果还揭示了三种成功的推动对员工交通行为的持续影响。使用因果森林方法来评估这三种推动的异质性治疗效果,我们证明工作距离和亲环境行为是治疗效果的最强预测因子。我们发现,员工离工作地点越远,治疗效果的估计值越低。这表明,选择性的目标可以提高助推政策的有效性。
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来源期刊
CiteScore
13.20
自引率
7.80%
发文量
257
审稿时长
9.8 months
期刊介绍: Transportation Research: Part A contains papers of general interest in all passenger and freight transportation modes: policy analysis, formulation and evaluation; planning; interaction with the political, socioeconomic and physical environment; design, management and evaluation of transportation systems. Topics are approached from any discipline or perspective: economics, engineering, sociology, psychology, etc. Case studies, survey and expository papers are included, as are articles which contribute to unification of the field, or to an understanding of the comparative aspects of different systems. Papers which assess the scope for technological innovation within a social or political framework are also published. The journal is international, and places equal emphasis on the problems of industrialized and non-industrialized regions. Part A''s aims and scope are complementary to Transportation Research Part B: Methodological, Part C: Emerging Technologies and Part D: Transport and Environment. Part E: Logistics and Transportation Review. Part F: Traffic Psychology and Behaviour. The complete set forms the most cohesive and comprehensive reference of current research in transportation science.
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