IDEAS home Printed from https://ideas.repec.org/p/esr/wpaper/wp762.html
   My bibliography  Save this paper

Energy poverty prediction and effective targeting for just transitions with machine learning

Author

Listed:
  • Spandagos, Constantine
  • Tovar Reaños, Miguel
  • Lynch, Muireann Á

Abstract

No abstract is available for this item.

Suggested Citation

  • Spandagos, Constantine & Tovar Reaños, Miguel & Lynch, Muireann Á, 2023. "Energy poverty prediction and effective targeting for just transitions with machine learning," Papers WP762, Economic and Social Research Institute (ESRI).
    • Handle: RePEc:esr:wpaper:wp762
    as

    Download full text from publisher

    File URL: http://www.esri.ie/pubs/WP762.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Jonathan Reades & Jordan De Souza & Phil Hubbard, 2019. "Understanding urban gentrification through machine learning," Urban Studies, Urban Studies Journal Limited, vol. 56(5), pages 922-942, April.
    2. Shuchen Cong & Destenie Nock & Yueming Lucy Qiu & Bo Xing, 2022. "Unveiling hidden energy poverty using the energy equity gap," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
    3. Li, Kang & Lloyd, Bob & Liang, Xiao-Jie & Wei, Yi-Ming, 2014. "Energy poor or fuel poor: What are the differences?," Energy Policy, Elsevier, vol. 68(C), pages 476-481.
    4. David Bienvenido-Huertas & Jesús A. Pulido-Arcas & Carlos Rubio-Bellido & Alexis Pérez-Fargallo, 2021. "Prediction of Fuel Poverty Potential Risk Index Using Six Regression Algorithms: A Case-Study of Chilean Social Dwellings," Sustainability, MDPI, vol. 13(5), pages 1-30, February.
    5. Abbas, Khizar & Butt, Khalid Manzoor & Xu, Deyi & Ali, Muhammad & Baz, Khan & Kharl, Sanwal Hussain & Ahmed, Mansoor, 2022. "Measurements and determinants of extreme multidimensional energy poverty using machine learning," Energy, Elsevier, vol. 251(C).
    6. Sanya Carley & David M. Konisky, 2020. "The justice and equity implications of the clean energy transition," Nature Energy, Nature, vol. 5(8), pages 569-577, August.
    7. Recalde, Martina & Peralta, Andrés & Oliveras, Laura & Tirado-Herrero, Sergio & Borrell, Carme & Palència, Laia & Gotsens, Mercè & Artazcoz, Lucia & Marí-Dell’Olmo, Marc, 2019. "Structural energy poverty vulnerability and excess winter mortality in the European Union: Exploring the association between structural determinants and health," Energy Policy, Elsevier, vol. 133(C).
    8. Best, Rohan & Hammerle, Mara & Mukhopadhaya, Pundarik & Silber, Jacques, 2021. "Targeting household energy assistance," Energy Economics, Elsevier, vol. 99(C).
    9. Reames, Tony Gerard, 2016. "Targeting energy justice: Exploring spatial, racial/ethnic and socioeconomic disparities in urban residential heating energy efficiency," Energy Policy, Elsevier, vol. 97(C), pages 549-558.
    Full references (including those not matched with items on IDEAS)

    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.
    1. Best, Rohan & Hammerle, Mara & Mukhopadhaya, Pundarik & Silber, Jacques, 2021. "Targeting household energy assistance," Energy Economics, Elsevier, vol. 99(C).
    2. Heleno, Miguel & Sigrin, Benjamin & Popovich, Natalie & Heeter, Jenny & Jain Figueroa, Anjuli & Reiner, Michael & Reames, Tony, 2022. "Optimizing equity in energy policy interventions: A quantitative decision-support framework for energy justice," Applied Energy, Elsevier, vol. 325(C).
    3. Muhammad Shafiullah & Zhilun Jiao & Muhammad Shahbaz & Kangyin Dong, 2023. "Examining energy poverty in Chinese households: An Engel curve approach," Australian Economic Papers, Wiley Blackwell, vol. 62(1), pages 149-184, March.
    4. Grdenić, Goran & Delimar, Marko & Robić, Slavica, 2020. "Framing the context of energy poverty in Croatia: A case-study from Zagreb," Energy Policy, Elsevier, vol. 147(C).
    5. Benjamin K. Sovacool & Paul Upham & Mari Martiskainen & Kirsten E. H. Jenkins & Gerardo A. Torres Contreras & Neil Simcock, 2023. "Policy prescriptions to address energy and transport poverty in the United Kingdom," Nature Energy, Nature, vol. 8(3), pages 273-283, March.
    6. Gu, Jiafeng, 2023. "Energy poverty and government subsidies in China," Energy Policy, Elsevier, vol. 180(C).
    7. Rafał Nagaj, 2022. "Macroeconomic Policy versus Fuel Poverty in Poland—Support or Barrier," Energies, MDPI, vol. 15(13), pages 1-22, June.
    8. Jones, Andrew & Nock, Destenie & Samaras, Constantine & Qiu, Yueming (Lucy) & Xing, Bo, 2023. "Climate change impacts on future residential electricity consumption and energy burden: A case study in Phoenix, Arizona," Energy Policy, Elsevier, vol. 183(C).
    9. Kwon, Minji & Cong, Shuchen & Nock, Destenie & Huang, Luling & Qiu, Yueming (Lucy) & Xing, Bo, 2023. "Forgone summertime comfort as a function of avoided electricity use," Energy Policy, Elsevier, vol. 183(C).
    10. Helmke-Long, Laura & Carley, Sanya & Konisky, David M., 2022. "Municipal government adaptive capacity programs for vulnerable populations during the U.S. energy transition," Energy Policy, Elsevier, vol. 167(C).
    11. Furszyfer Del Rio, Dylan D. & Sovacool, Benjamin K., 2023. "Of cooks, crooks and slum-dwellers: Exploring the lived experience of energy and mobility poverty in Mexico's informal settlements," World Development, Elsevier, vol. 161(C).
    12. Paul Simshauser, 2022. "The 2022 energy crisis: horizontal and vertical impacts of policy interventions in Australia's national electricity market," Working Papers EPRG2216, Energy Policy Research Group, Cambridge Judge Business School, University of Cambridge.
    13. Graff, Michelle & Pirog, Maureen, 2019. "Red tape is not so hot: Asset tests impact participation in the Low-Income Home Energy Assistance Program," Energy Policy, Elsevier, vol. 129(C), pages 749-764.
    14. Hasheminasab, Hamidreza & Streimikiene, Dalia & Pishahang, Mohammad, 2023. "A novel energy poverty evaluation: Study of the European Union countries," Energy, Elsevier, vol. 264(C).
    15. Huang, Luling & Nock, Destenie & Cong, Shuchen & Qiu, Yueming (Lucy), 2023. "Inequalities across cooling and heating in households: Energy equity gaps," Energy Policy, Elsevier, vol. 182(C).
    16. Hearn, Adam X., 2022. "Positive energy district stakeholder perceptions and measures for energy vulnerability mitigation," Applied Energy, Elsevier, vol. 322(C).
    17. Daniel Raimi & Emily Grubert & Jake Higdon & Gilbert Metcalf & Sophie Pesek & Devyani Singh, 2023. "The Fiscal Implications of the US Transition Away from Fossil Fuels," Review of Environmental Economics and Policy, University of Chicago Press, vol. 17(2), pages 295-315.
    18. Pan, Lei & Biru, Ashenafi & Lettu, Sandra, 2021. "Energy poverty and public health: Global evidence," Energy Economics, Elsevier, vol. 101(C).
    19. Eva Llera-Sastresa & Sabina Scarpellini & Pilar Rivera-Torres & Juan Aranda & Ignacio Zabalza-Bribián & Alfonso Aranda-Usón, 2017. "Energy Vulnerability Composite Index in Social Housing, from a Household Energy Poverty Perspective," Sustainability, MDPI, vol. 9(5), pages 1-20, April.
    20. David M. Konisky & Sanya Carley, 2021. "What We Can Learn From The Green New Deal About The Importance Of Equity In National Climate Policy," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 40(3), pages 996-1002, June.

    More about this item

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    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:esr:wpaper:wp762. 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: Sarah Burns (email available below). General contact details of provider: https://edirc.repec.org/data/esriiie.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.