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Targeting energy justice: Exploring spatial, racial/ethnic and socioeconomic disparities in urban residential heating energy efficiency

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  • Reames, Tony Gerard

Abstract

Fuel poverty, the inability of households to afford adequate energy services, such as heating, is a major energy justice concern. Increasing residential energy efficiency is a strategic fuel poverty intervention. However, the absence of easily accessible household energy data impedes effective targeting of energy efficiency programs. This paper uses publicly available data, bottom-up modeling and small-area estimation techniques to predict the mean census block group residential heating energy use intensity (EUI), an energy efficiency proxy, in Kansas City, Missouri. Results mapped using geographic information systems (GIS) and statistical analysis, show disparities in the relationship between heating EUI and spatial, racial/ethnic, and socioeconomic block group characteristics. Block groups with lower median incomes, a greater percentage of households below poverty, a greater percentage of racial/ethnic minority headed-households, and a larger percentage of adults with less than a high school education were, on average, less energy efficient (higher EUIs). Results also imply that racial segregation, which continues to influence urban housing choices, exposes Black and Hispanic households to increased fuel poverty vulnerability. Lastly, the spatial concentration and demographics of vulnerable block groups suggest proactive, area- and community-based targeting of energy efficiency assistance programs may be more effective than existing self-referral approaches.

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  • 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.
    • Handle: RePEc:eee:enepol:v:97:y:2016:i:c:p:549-558
    DOI: 10.1016/j.enpol.2016.07.048
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    1. Kevin Hallinan & Harvey Enns & Stephenie Ritchey & Phil Brodrick & Nathan Lammers & Nichole Hanus & Mark Rembert & Tony Rainsberger, 2012. "Energy Information Augmented Community-Based Energy Reduction," Sustainability, MDPI, vol. 4(7), pages 1-26, June.
    2. Tso, Geoffrey K.F. & Yau, Kelvin K.W., 2007. "Predicting electricity energy consumption: A comparison of regression analysis, decision tree and neural networks," Energy, Elsevier, vol. 32(9), pages 1761-1768.
    3. Bird, Stephen & Hernández, Diana, 2012. "Policy options for the split incentive: Increasing energy efficiency for low-income renters," Energy Policy, Elsevier, vol. 48(C), pages 506-514.
    4. Swan, Lukas G. & Ugursal, V. Ismet, 2009. "Modeling of end-use energy consumption in the residential sector: A review of modeling techniques," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(8), pages 1819-1835, October.
    5. Fahmy, Eldin & Gordon, David & Patsios, Demi, 2011. "Predicting fuel poverty at a small-area level in England," Energy Policy, Elsevier, vol. 39(7), pages 4370-4377, July.
    6. Reid Ewing & Fang Rong, 2008. "The impact of urban form on U.S. residential energy use," Housing Policy Debate, Taylor & Francis Journals, vol. 19(1), pages 1-30, January.
    7. Noe, R.S. & Jin, J.O. & Wolkin, A.F., 2012. "Exposure to natural cold and heat: Hypothermia and hyperthermia medicare claims, United States, 2004-2005," American Journal of Public Health, American Public Health Association, vol. 102(4), pages 11-18.
    8. Anderson, Will & White, Vicki & Finney, Andrea, 2012. "Coping with low incomes and cold homes," Energy Policy, Elsevier, vol. 49(C), pages 40-52.
    9. Valenzuela, Carlos & Valencia, Alelhie & White, Steve & Jordan, Jeffrey A. & Cano, Stephanie & Keating, Jerome & Nagorski, John & Potter, Lloyd B., 2014. "An analysis of monthly household energy consumption among single-family residences in Texas, 2010," Energy Policy, Elsevier, vol. 69(C), pages 263-272.
    10. Jihoon Min & Zeke Hausfather & Qi Feng Lin, 2010. "A High‐Resolution Statistical Model of Residential Energy End Use Characteristics for the United States," Journal of Industrial Ecology, Yale University, vol. 14(5), pages 791-807, October.
    11. Walker, Ryan & Liddell, Christine & McKenzie, Paul & Morris, Chris, 2013. "Evaluating fuel poverty policy in Northern Ireland using a geographic approach," Energy Policy, Elsevier, vol. 63(C), pages 765-774.
    12. Howden-Chapman, Philippa & Viggers, Helen & Chapman, Ralph & O'Dea, Des & Free, Sarah & O'Sullivan, Kimberley, 2009. "Warm homes: Drivers of the demand for heating in the residential sector in New Zealand," Energy Policy, Elsevier, vol. 37(9), pages 3387-3399, September.
    13. Tom Sefton, 2002. "Targeting fuel poverty in England: is the government getting warm?," Fiscal Studies, Institute for Fiscal Studies, vol. 23(3), pages 369-399, September.
    14. Walker, Gordon & Day, Rosie, 2012. "Fuel poverty as injustice: Integrating distribution, recognition and procedure in the struggle for affordable warmth," Energy Policy, Elsevier, vol. 49(C), pages 69-75.
    15. Liddell, Christine & Morris, Chris, 2010. "Fuel poverty and human health: A review of recent evidence," Energy Policy, Elsevier, vol. 38(6), pages 2987-2997, June.
    16. Pereira, Iraci Miranda & Assis, Eleonora Sad de, 2013. "Urban energy consumption mapping for energy management," Energy Policy, Elsevier, vol. 59(C), pages 257-269.
    17. 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.
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