Consumption feedback and water saving: An experiment in the metropolitan area of Milan

Clò Stefano, Regiani Tommaso, Ruberto Sabrina
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引用次数: 6

Abstract

This paper questions whether informative feedback on consumption can nudge water saving behavioral change. For this purpose, we launched a five-month online information campaign which involved equipping around 1,000 households located in the province of Milan (Italy) with a smart meter. Treated households received monthly reports via email on their per capita daily average water consumption, which included a social comparison component (consumption class size). The difference-in-differences analysis showed that, compared to the control group, treated units reduced their daily per capita water consumption by more than 10 % (22 liters or 5.8 gallons). This additional water saving increased with the number of monthly reports, though it did not persist two months after the campaign expired. The impact of the campaign was heterogeneous across consumption classes, while a Regression Discontinuity Design analysis showed that different feedback on consumption class size differentially affected water saving at the margin. Finally, being able to observe the email opening rate, we complemented the ITT analysis by developing a Per Protocol (PP) analysis, where non-adherent units were excluded from the treated group. Both ITT and PP provide consistent conclusions, thus augmenting the level of confidence in the study results.
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消费反馈与节水:在米兰大都市区的实验
本文质疑消费信息反馈是否能推动节水行为的改变。为此,我们发起了一项为期五个月的在线信息运动,其中包括为位于意大利米兰省的约1000户家庭配备智能电表。接受治疗的家庭每月通过电子邮件收到人均每日平均用水量的报告,其中包括社会比较成分(消费阶层规模)。差异中的差异分析显示,与对照组相比,经过处理的单位每天人均用水量减少了10%以上(22升或5.8加仑)。随着每月报告的数量增加,这种额外的节水效果也在增加,但在活动结束后的两个月里,这种效果并没有持续下去。该运动的影响在不同的消费阶层之间是异质的,而回归不连续设计分析表明,不同的消费阶层规模反馈对边际节水的影响是不同的。最后,为了能够观察电子邮件打开率,我们通过开发Per Protocol (PP)分析来补充ITT分析,其中非粘附单位被排除在治疗组之外。ITT和PP都提供了一致的结论,从而增加了研究结果的置信度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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