An energy-cyber-physical system for personalized normative messaging interventions: Identification and classification of behavioral reference groups
Author
Abstract
Suggested Citation
DOI: 10.1016/j.apenergy.2019.114237
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- Benjamin Auder & Jairo Cugliari & Yannig Goude & Jean-Michel Poggi, 2018. "Scalable Clustering of Individual Electrical Curves for Profiling and Bottom-Up Forecasting," Energies, MDPI, vol. 11(7), pages 1-22, July.
- Takaya Saito & Marc Rehmsmeier, 2015. "The Precision-Recall Plot Is More Informative than the ROC Plot When Evaluating Binary Classifiers on Imbalanced Datasets," PLOS ONE, Public Library of Science, vol. 10(3), pages 1-21, March.
- Motlagh, Omid & Paevere, Phillip & Hong, Tang Sai & Grozev, George, 2015. "Analysis of household electricity consumption behaviours: Impact of domestic electricity generation," Applied Mathematics and Computation, Elsevier, vol. 270(C), pages 165-178.
- Viegas, Joaquim L. & Vieira, Susana M. & Melício, R. & Mendes, V.M.F. & Sousa, João M.C., 2016. "Classification of new electricity customers based on surveys and smart metering data," Energy, Elsevier, vol. 107(C), pages 804-817.
- Ian Ayres & Sophie Raseman & Alice Shih, 2013. "Evidence from Two Large Field Experiments that Peer Comparison Feedback Can Reduce Residential Energy Usage," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 29(5), pages 992-1022, October.
- Afzalan, Milad & Jazizadeh, Farrokh, 2019. "Residential loads flexibility potential for demand response using energy consumption patterns and user segments," Applied Energy, Elsevier, vol. 254(C).
- Shimoda, Yoshiyuki & Asahi, Takahiro & Taniguchi, Ayako & Mizuno, Minoru, 2007. "Evaluation of city-scale impact of residential energy conservation measures using the detailed end-use simulation model," Energy, Elsevier, vol. 32(9), pages 1617-1633.
- Akito Ozawa & Ryota Furusato & Yoshikuni Yoshida, 2017. "Tailor-Made Feedback to Reduce Residential Electricity Consumption: The Effect of Information on Household Lifestyle in Japan," Sustainability, MDPI, vol. 9(4), pages 1-23, March.
- Anderson, Kyle & Song, Kwonsik & Lee, SangHyun & Krupka, Erin & Lee, Hyunsoo & Park, Moonseo, 2017. "Longitudinal analysis of normative energy use feedback on dormitory occupants," Applied Energy, Elsevier, vol. 189(C), pages 623-639.
- Allcott, Hunt, 2011. "Social norms and energy conservation," Journal of Public Economics, Elsevier, vol. 95(9-10), pages 1082-1095, October.
- Hunt Allcott & Todd Rogers, 2014. "The Short-Run and Long-Run Effects of Behavioral Interventions: Experimental Evidence from Energy Conservation," American Economic Review, American Economic Association, vol. 104(10), pages 3003-3037, October.
- Allcott, Hunt, 2011. "Social norms and energy conservation," Journal of Public Economics, Elsevier, vol. 95(9), pages 1082-1095.
- Noah J. Goldstein & Robert B. Cialdini & Vladas Griskevicius, 2008. "A Room with a Viewpoint: Using Social Norms to Motivate Environmental Conservation in Hotels," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 35(3), pages 472-482, March.
- Chicco, Gianfranco, 2012. "Overview and performance assessment of the clustering methods for electrical load pattern grouping," Energy, Elsevier, vol. 42(1), pages 68-80.
- Khosrowpour, Ardalan & Jain, Rishee K. & Taylor, John E. & Peschiera, Gabriel & Chen, Jiayu & Gulbinas, Rimas, 2018. "A review of occupant energy feedback research: Opportunities for methodological fusion at the intersection of experimentation, analytics, surveys and simulation," Applied Energy, Elsevier, vol. 218(C), pages 304-316.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Malek Al-Chalabi & David Banister, 2022. "The Missing Link? Insights from an Innovative Feedback Exercise for Household Electricity and Travel Behaviour," Sustainability, MDPI, vol. 14(15), pages 1-17, July.
- Kwonsik Song & Kyle Anderson & SangHyun Lee & Kaitlin T. Raimi & P. Sol Hart, 2020. "Non-Invasive Behavioral Reference Group Categorization Considering Temporal Granularity and Aggregation Level of Energy Use Data," Energies, MDPI, vol. 13(14), pages 1-21, July.
- Mohseni, Soheil & Brent, Alan C. & Kelly, Scott & Browne, Will N., 2022. "Demand response-integrated investment and operational planning of renewable and sustainable energy systems considering forecast uncertainties: A systematic review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 158(C).
- Ahmad, Tanveer & Zhang, Hongcai, 2020. "Novel deep supervised ML models with feature selection approach for large-scale utilities and buildings short and medium-term load requirement forecasts," Energy, Elsevier, vol. 209(C).
- Shen, Meng & Li, Xiang & Lu, Yujie & Cui, Qingbin & Wei, Yi-Ming, 2021. "Personality-based normative feedback intervention for energy conservation," Energy Economics, Elsevier, vol. 104(C).
- Chen, Peipei & Wu, Yi & Zhong, Honglin & Long, Yin & Meng, Jing, 2022. "Exploring household emission patterns and driving factors in Japan using machine learning methods," Applied Energy, Elsevier, vol. 307(C).
- Yuuki Nakano & Hiroki Hondo, 2023. "Narrative or Logical? The Effects of Information Format on Pro-Environmental Behavior," Sustainability, MDPI, vol. 15(2), pages 1-14, January.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Kwonsik Song & Kyle Anderson & SangHyun Lee & Kaitlin T. Raimi & P. Sol Hart, 2020. "Non-Invasive Behavioral Reference Group Categorization Considering Temporal Granularity and Aggregation Level of Energy Use Data," Energies, MDPI, vol. 13(14), pages 1-21, July.
- Spandagos, Constantine & Baark, Erik & Ng, Tze Ling & Yarime, Masaru, 2021. "Social influence and economic intervention policies to save energy at home: Critical questions for the new decade and evidence from air-condition use," Renewable and Sustainable Energy Reviews, Elsevier, vol. 143(C).
- Pinar Yildirim & Yanhao Wei & Christophe Bulte & Joy Lu, 2020. "Social network design for inducing effort," Quantitative Marketing and Economics (QME), Springer, vol. 18(4), pages 381-417, December.
- Todd D. Gerarden & Richard G. Newell & Robert N. Stavins, 2017.
"Assessing the Energy-Efficiency Gap,"
Journal of Economic Literature, American Economic Association, vol. 55(4), pages 1486-1525, December.
- Todd D. Gerarden & Richard G. Newell & Robert N. Stavins, 2015. "Assessing the Energy-Efficiency Gap," NBER Working Papers 20904, National Bureau of Economic Research, Inc.
- Gerarden, Todd D. & Newell, Richard G. & Stavins, Robert N., 2015. "Assessing the Energy-Efficiency Gap," Climate Change and Sustainable Development 202551, Fondazione Eni Enrico Mattei (FEEM).
- Todd D. Gerarden & Richard G. Newell & Robert N. Stavins, 2015. "Assessing the Energy-Efficiency Gap," Working Papers 2015.35, Fondazione Eni Enrico Mattei.
- Andor, Mark A. & Fels, Katja M., 2018. "Behavioral Economics and Energy Conservation – A Systematic Review of Non-price Interventions and Their Causal Effects," Ecological Economics, Elsevier, vol. 148(C), pages 178-210.
- Kim, Jin Han & Kaemingk, Michael, 2021. "Persisting effects of social norm feedback letters in reducing household electricity usage in Post-Soviet Eastern Europe: A randomized controlled trial," Journal of Economic Behavior & Organization, Elsevier, vol. 191(C), pages 153-161.
- Botao Qin & Haoyan Chen, 2022.
"Does the nudge effect persist? Evidence from a field experiment using social comparison message in China,"
Bulletin of Economic Research, Wiley Blackwell, vol. 74(3), pages 689-703, July.
- Chen, Haoyan & Qin, Botao, 2020. "Does the nudge effect persist? Evidence from a fi eld experiment using social comparison message in China," MPRA Paper 102934, University Library of Munich, Germany.
- Sylvain Chabé-Ferret & Philippe Le Coent & Arnaud Reynaud & Julie Subervie & Daniel Lepercq, 2019.
"Can we nudge farmers into saving water? Evidence from a randomised experiment,"
European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 46(3), pages 393-416.
- Sylvain Chabe-Ferret & Philippe Le Coent & Arnaud Reynaud & Julie Subervie & Daniel Lepercq, 2018. "Can we nudge farmers into saving water? Evidence from a randomized experiment," CEE-M Working Papers hal-01947420, CEE-M, Universtiy of Montpellier, CNRS, INRA, Montpellier SupAgro.
- Sylvain Chabe-Ferret & Philippe Le Coent & Arnaud Reynaud & Julie Subervie & Daniel Lepercq, 2018. "Can we nudge farmers into saving water? Evidence from a randomized experiment," Working Papers hal-01947420, HAL.
- Sylvain Chabe-Ferret & Philippe Le Coent & Arnaud Reynaud & Julie Subervie & Daniel Lepercq, 2018. "Can we nudge farmers into saving water? Evidence from a randomized experiment," Working Papers hal-02791612, HAL.
- Batalla-Bejerano, Joan & Trujillo-Baute, Elisa & Villa-Arrieta, Manuel, 2020. "Smart meters and consumer behaviour: Insights from the empirical literature," Energy Policy, Elsevier, vol. 144(C).
- Khosrowpour, Ardalan & Jain, Rishee K. & Taylor, John E. & Peschiera, Gabriel & Chen, Jiayu & Gulbinas, Rimas, 2018. "A review of occupant energy feedback research: Opportunities for methodological fusion at the intersection of experimentation, analytics, surveys and simulation," Applied Energy, Elsevier, vol. 218(C), pages 304-316.
- Rita Abdel Sater, 2021. "Essays on the application of behavioural insights to environmental policy [Essais sur l’application des connaissances comportementales aux politiques environnementales]," SciencePo Working papers tel-03450909, HAL.
- Astrid Dannenberg & Gunnar Gutsche & Marlene Batzke & Sven Christens & Daniel Engler & Fabian Mankat & Sophia Moeller & Eva Weingaertner & Andreas Ernst & Marcel Lumkowsky & Georg von Wangenheim & Ger, 2022. "The effects of norms on environmental behavior," MAGKS Papers on Economics 202219, Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung).
- Zhang, Chaoqun & Zha, Donglan & Jiang, Pansong & Wang, Fu & Yang, Guanglei & Salman, Muhammad & Wu, Qing, 2023. "The effect of customized information feedback on individual electricity saving behavior: Evidence from a field experiment in China," Technological Forecasting and Social Change, Elsevier, vol. 193(C).
- Hailey Hayeon Joo & Jungmin Lee & Sangkon Park, 2018. "Every Drop Counts: A Water Conservation Experiment With Hotel Guests," Economic Inquiry, Western Economic Association International, vol. 56(3), pages 1788-1808, July.
- Mikołaj Czajkowski & Katarzyna Zagórska & Nick Hanley, 2018.
"Social norms and pro-environment behaviours: heterogeneous response to signals,"
Working Papers
2018-13, Faculty of Economic Sciences, University of Warsaw.
- Mikolaj Czajkowski & Katarzyna Zagórska & Nick Hanley, 2018. "Social Norms and Pro-Environment Behaviours: Heterogeneous Response to Signals," Discussion Papers in Environment and Development Economics 2018-02, University of St. Andrews, School of Geography and Sustainable Development.
- Joseph,George & Ayling,Sophie Charlotte Emi & Miquel-Florensa,Pepita & Bejarano,Hernán D. & Cardona,Alejandra Quevedo, 2021.
"Behavioral Insights in Infrastructure Sectors : A Survey,"
Policy Research Working Paper Series
9704, The World Bank.
- George Joseph & Sophie Ayling & Pepita Miquel-Florensa & Hernán D. Bejarano & Alejandra Quevedo Cardona, 2022. "Behavioral Insights in Infrastructure Sectors: A Survey," Working Papers 119, Red Nacional de Investigadores en Economía (RedNIE).
- Rita Abdel Sater, 2021. "Essays on the application of behavioural insights to environmental policy [Essais sur l’application des connaissances comportementales aux politiques environnementales]," SciencePo Working papers Main tel-03450909, HAL.
- Neckermann, Susanne & Turmunkh, Uyanga & van Dolder, Dennie & Wang, Tong V., 2022. "Nudging student participation in online evaluations of teaching: Evidence from a field experiment," European Economic Review, Elsevier, vol. 141(C).
- Chatzigeorgiou, I.M. & Andreou, G.T., 2021. "A systematic review on feedback research for residential energy behavior change through mobile and web interfaces," Renewable and Sustainable Energy Reviews, Elsevier, vol. 135(C).
- Céline Nauges & Dale Whittington, 2019.
"Social Norms Information Treatments in the Municipal Water Supply Sector: Some New Insights on Benefits and Costs,"
Water Economics and Policy (WEP), World Scientific Publishing Co. Pte. Ltd., vol. 5(03), pages 1-40, July.
- Whittington, Dale & Nauges, Celine, 2017. "Social Norms Information Treatments in the Municipal Water Supply Sector: Some New Insights on Benefits and Costs," EfD Discussion Paper 17-16, Environment for Development, University of Gothenburg.
- Celine Nauges & Dale Whittington, 2019. "Social Norms Information Treatments in the Municipal Water Supply Sector: Some New Insights on Benefits and Costs," Post-Print hal-02332548, HAL.
More about this item
Keywords
Household energy consumption; Behavior change; Normative feedback; Behavioral reference groups; Energy-Cyber-Physical system;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:appene:v:260:y:2020:i:c:s0306261919319245. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/405891/description#description .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.