TY - JOUR
T1 - Can pecuniary and environmental incentives via SMS messaging make households adjust their electricity demand to a fluctuating production?
AU - Møller, Niels Framroze
AU - Andersen, Laura Mørch
AU - Hansen, Lars Gårn
AU - Jensen, Carsten Lynge
PY - 2019
Y1 - 2019
N2 - The increasing deployment of renewables introduces substantial variability into the production of electricity, requiring demand to be more movable across time. We analyze data from a large Danish field experiment (2015–2016) to investigate whether households can be prompted, via SMS messages, to move electricity consumption, and if so, whether these are motivated by pecuniary or environmental motives. The analysis has two steps: As a novel approach, we first use automatic model selection, which allows a different time-series regression for each of the 1488 households studied. From this, we obtain a cross-section of estimated SMS effects, which we then regress on the motive type. Since households can opt out there is a risk of self-selection. We therefore control for the size, income and average consumption of the household, and the age, educational- and labor market status of the SMS recipient. The results suggest that SMS messages can to some extent motivate households to move consumption. Although a stronger financial motive seems more effective, mixing financial and environmental motives seems the most effective. Finally, women and elderly people are more inclined to move consumption.
AB - The increasing deployment of renewables introduces substantial variability into the production of electricity, requiring demand to be more movable across time. We analyze data from a large Danish field experiment (2015–2016) to investigate whether households can be prompted, via SMS messages, to move electricity consumption, and if so, whether these are motivated by pecuniary or environmental motives. The analysis has two steps: As a novel approach, we first use automatic model selection, which allows a different time-series regression for each of the 1488 households studied. From this, we obtain a cross-section of estimated SMS effects, which we then regress on the motive type. Since households can opt out there is a risk of self-selection. We therefore control for the size, income and average consumption of the household, and the age, educational- and labor market status of the SMS recipient. The results suggest that SMS messages can to some extent motivate households to move consumption. Although a stronger financial motive seems more effective, mixing financial and environmental motives seems the most effective. Finally, women and elderly people are more inclined to move consumption.
KW - Field experimental data
KW - General-to-Specific automatic model selection
KW - Household-level electricity demand
KW - SMS messaging
U2 - 10.1016/j.eneco.2019.01.023
DO - 10.1016/j.eneco.2019.01.023
M3 - Journal article
AN - SCOPUS:85063641598
SN - 0140-9883
VL - 80
SP - 1050
EP - 1058
JO - Energy Economics
JF - Energy Economics
ER -