Using Machine Learning to Target Treatment: The Case of Household Energy Use
Author
Abstract
Suggested Citation
Note: EEE IO LS PE
Download full text from publisher
References listed on IDEAS
- Bhanot, Syon P., 2017.
"Rank and response: A field experiment on peer information and water use behavior,"
Journal of Economic Psychology, Elsevier, vol. 62(C), pages 155-172.
- Syon Bhanot, 2017. "Rank and response: A field experiment on peer information and water use behavior," Natural Field Experiments 00655, The Field Experiments Website.
- Dora L. Costa & Matthew E. Kahn, 2013.
"Energy Conservation “Nudges” And Environmentalist Ideology: Evidence From A Randomized Residential Electricity Field Experiment,"
Journal of the European Economic Association, European Economic Association, vol. 11(3), pages 680-702, June.
- Dora L. Costa & Matthew E. Kahn, 2010. "Energy Conservation "Nudges" and Environmentalist Ideology: Evidence from a Randomized Residential Electricity Field Experiment," NBER Working Papers 15939, National Bureau of Economic Research, Inc.
- Fiona Burlig & Christopher Knittel & David Rapson & Mar Reguant & Catherine Wolfram, 2020.
"Machine Learning from Schools about Energy Efficiency,"
Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 7(6), pages 1181-1217.
- Fiona Burlig & Christopher Knittel & David Rapson & Mar Reguant & Catherine Wolfram, 2017. "Machine Learning from Schools about Energy Efficiency," NBER Working Papers 23908, National Bureau of Economic Research, Inc.
- David P. Byrne & Andrea La Nauze & Leslie A.Martin, 2014. "Tell Me Something I Don’t Already Know:Informedness and External Validity in Information Programs," Department of Economics - Working Papers Series 1180, The University of Melbourne.
- David P. Byrne & Andrea La Nauze & Leslie A. Martin, 2018. "Tell Me Something I Don’t Already Know: Informedness and the Impact of Information Programs," The Review of Economics and Statistics, MIT Press, vol. 100(3), pages 510-527, July.
- James Andreoni & Justin M. Rao & Hannah Trachtman, 2017.
"Avoiding the Ask: A Field Experiment on Altruism, Empathy, and Charitable Giving,"
Journal of Political Economy, University of Chicago Press, vol. 125(3), pages 625-653.
- James Andreoni & Justin M. Rao & Hannah Trachtman, 2011. "Avoiding The Ask: A Field Experiment on Altruism, Empathy, and Charitable Giving," NBER Working Papers 17648, National Bureau of Economic Research, Inc.
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.- Bonan, J. & Cattaneo, C. & d’Adda, G. & Galliera, A. & Tavoni, M., 2024.
"Widening the scope: The direct and spillover effects of nudging water efficiency in the presence of other behavioral interventions,"
Journal of Environmental Economics and Management, Elsevier, vol. 127(C).
- J. Bonan & C. Cattaneo & G. d’Adda & A. Galliera & M. Tavoni, 2023. "Widening the scope: the direct and spillover effects of nudging water efficiency in the presence of other behavioral interventions," Development Working Papers 491, Centro Studi Luca d'Agliano, University of Milano.
- Bonan, Jacopo & Cattaneo, Cristina & D'Adda, Giovanna & Galliera, Arianna & Tavoni, Massimo, 2023. "Widening the Scope: The Direct and Spillover Effects of Nudging Water Efficiency in the Presence of Other Behavioral Interventions," RFF Working Paper Series 23-46, Resources for the Future.
- Andrea La Nauze, 2023.
"Motivation Crowding in Peer Effects: The Effect of Solar Subsidies on Green Power Purchases,"
The Review of Economics and Statistics, MIT Press, vol. 105(6), pages 1465-1480, November.
- Andrea La Nauze, 2021. "Motivation Crowding in Peer Effects: The Effect of Solar Subsidies on Green Power Purchases," CESifo Working Paper Series 8940, CESifo.
- Ek, Claes & Söderberg, Magnus, 2024.
"Norm-based feedback on household waste: Large-scale field experiments in two Swedish municipalities,"
Journal of Public Economics, Elsevier, vol. 238(C).
- Ek, Claes & Söderberg, Magnus, 2021. "Norm-based feedback on household waste: Large-scale field experiments in two Swedish municipalities," Working Papers in Economics 804, University of Gothenburg, Department of Economics.
- Maya Papineau & Nicholas Rivers, "undated". "Visualizing Energy Efficiency: A Picture is Worth More Than 1,022 Words," Carleton Economic Papers 19-10, Carleton University, Department of Economics.
- Bonan, Jacopo & Cattaneo, Cristina & d’Adda, Giovanna & Tavoni, Massimo, 2021. "Can social information programs be more effective? The role of environmental identity for energy conservation," Journal of Environmental Economics and Management, Elsevier, vol. 108(C).
- Jessoe, Katrina & Lade, Gabriel E. & Loge, Frank & Spang, Edward, 2021. "Residential water conservation during drought: Experimental evidence from three behavioral interventions," Journal of Environmental Economics and Management, Elsevier, vol. 110(C).
- Andor, Mark A. & Gerster, Andreas & Peters, Jörg & Schmidt, Christoph M., 2020.
"Social Norms and Energy Conservation Beyond the US,"
Journal of Environmental Economics and Management, Elsevier, vol. 103(C).
- Andor, Mark Andreas & Gerster, Andreas & Peters, Jörg & Schmidt, Christoph M., 2017. "Social norms and energy conservation beyond the US," Ruhr Economic Papers 714, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
- Andor, Mark A. & Gerster, Andreas & Peters, Jörg & Schmidt, Christoph M., 2018. "Social Norms and Energy Conservation Beyond the US," EfD Discussion Paper 18-16, Environment for Development, University of Gothenburg.
- Cattaneo, Cristina & D’Adda, Giovanna & Tavoni, Massimo & Bonan, Jacopo, 2019. "Can We Make Social Information Programs More Effective? The Role of Identity and Values," RFF Working Paper Series 19-21, Resources for the Future.
- Mekonnen, Alemu & Hassen, Sied & Jaime, Marcela & Toman, Michael & Zhang, Xiao-Bing, 2023.
"The effect of information and subsidy on adoption of solar lanterns: An application of the BDM bidding mechanism in rural Ethiopia,"
Energy Economics, Elsevier, vol. 124(C).
- Mekonnen, Alemu & Hassen, Sied & Jaime, Marcela & Toman, Michael & Zhang, Xiao-Bing, 2020. "The Effect of Information and Subsidy on Adoption of Solar Lanterns:An Application of the BDM Bidding Mechanism in Rural Ethiopia," EfD Discussion Paper 20-27, Environment for Development, University of Gothenburg.
- Tabellini, Guido & d'Adda, Giovanna & Dufwenberg, Martin & Passarelli, Francesco, 2019.
"Partial Norms,"
CEPR Discussion Papers
13593, C.E.P.R. Discussion Papers.
- Giovanna D'Adda & Martin Dufwenberg & Francesco Passarelli & Guido Tabellini, 2019. "Partial Norms," CESifo Working Paper Series 7568, CESifo.
- Giovanna d’Adda & Martin Dufwenberg & Francesco Passarelli & Guido Tabellini, 2019. "Partial Norms," Working Papers 643, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
- Astier, Nicolas, 2018.
"Comparative feedbacks under incomplete information,"
Resource and Energy Economics, Elsevier, vol. 54(C), pages 90-108.
- Nicolas Astier, 2018. "Comparative Feedbacks under Incomplete Information," Post-Print hal-01465189, HAL.
- Stefano Clò & Tommaso Reggiani & Sabrina Ruberto, 2023. "Consumption feedback and water saving: An experiment in the metropolitan area of Milan," MUNI ECON Working Papers 2023-02, Masaryk University, revised Aug 2024.
- Andor, Mark A. & Gerster, Andreas & Peters, Jörg, 2022.
"Information campaigns for residential energy conservation,"
European Economic Review, Elsevier, vol. 144(C).
- Andor, Mark Andreas & Gerster, Andreas & Peters, Jörg, 2020. "Information campaigns for residential energy conservation," Ruhr Economic Papers 871, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
- Hunt Allcott & Judd B. Kessler, 2015. "The Welfare Effects of Nudges: A Case Study of Energy Use Social Comparisons," NBER Working Papers 21671, National Bureau of Economic Research, Inc.
- Brick, Kerri & De Martino, Samantha & Visser, Martine, 2023.
"Behavioural nudges for water conservation in unequal settings: Experimental evidence from Cape Town,"
Journal of Environmental Economics and Management, Elsevier, vol. 121(C).
- Brick, Kerri & DeMartino, Samantha & Visser, Martine, 2019. "Behavioural Nudges for Water Conservation in Unequal Settings Experimental Evidence from Cape Town," EfD Discussion Paper 19-19, Environment for Development, University of Gothenburg.
- Dannenberg, Astrid & Weingärtner, Eva, 2023. "The effects of observability and an information nudge on food choice," Journal of Environmental Economics and Management, Elsevier, vol. 120(C).
- Benjamin Ouvrard & Raphaële Préget & Arnaud Reynaud & Laetitia Tuffery, 2020.
"Nudging and Subsidizing Farmers to Foster Smart Water Meter Adoption,"
Working Papers
hal-02958784, HAL.
- Benjamin Ouvrard & Raphaële Préget & Arnaud Reynaud & Laetitia Tuffery, 2020. "Nudging and Subsidizing Farmers to Foster Smart Water Meter Adoption," CEE-M Working Papers hal-02958784, CEE-M, Universtiy of Montpellier, CNRS, INRA, Montpellier SupAgro.
- Al-Ubaydli, Omar & Cassidy, Alecia & Chatterjee, Anomitro & Khalifa, Ahmed & Price, Michael, 2023.
"The power to conserve: a field experiment on electricity use in Qatar,"
LSE Research Online Documents on Economics
121048, London School of Economics and Political Science, LSE Library.
- Omar Al-Ubaydli & Alecia W. Cassidy & Anomitro Chatterjee & Ahmed Khalifa & Michael K. Price, 2023. "The Power to Conserve: A Field Experiment on Electricity Use in Qatar," NBER Working Papers 31931, National Bureau of Economic Research, Inc.
- John A. List & James J. Murphy & Michael K. Price & Alexander G. James, 2019.
"Do Appeals to Donor Benefits Raise More Money than Appeals to Recipient Benefits? Evidence from a Natural Field Experiment with Pick.Click.Give,"
NBER Working Papers
26559, National Bureau of Economic Research, Inc.
- John A. List & James J. Murphy & Michael K. Price & Alexander G. James, 2019. "Do Appeals to Donor Benefits Raise More Money than Appeals to Recipient Benefits? Evidence from a Natural Field Experiment with Pick.Click.Give," Working Papers 19-31, Chapman University, Economic Science Institute.
- Alexander James & John List & James Murphy & Michael Price, 2019. "Do Appeals to Donor Benefits Raise More Money than Appeals to Recipient Benefits? Evidence from a Natural Field Experiment with Pick.Click.Give," Natural Field Experiments 00682, The Field Experiments Website.
- John List & James Murphy & Michael Price & Alexander James, 2019. "Do Appeals to Donor Benefits Raise More Money than Appeals to Recipient Benefits? Evidence from a Natural Field Experiment with Pick.Click.Give," Working Papers 2019-07, University of Alaska Anchorage, Department of Economics.
- Perrotta Berlin, Maria & Mandl, Benjamin, 2020. "Selective attention and the importance of types for information campaigns," SITE Working Paper Series 53, Stockholm School of Economics, Stockholm Institute of Transition Economics.
More about this item
JEL classification:
- C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
- D90 - Microeconomics - - Micro-Based Behavioral Economics - - - General
- Q40 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - General
NEP fields
This paper has been announced in the following NEP Reports:- NEP-BIG-2020-01-06 (Big Data)
- NEP-ENE-2020-01-06 (Energy Economics)
- NEP-REG-2020-01-06 (Regulation)
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:nbr:nberwo:26531. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.html .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.