IDEAS home Printed from https://ideas.repec.org/a/eee/appene/v401y2025ipcs030626192501582x.html

Beyond the thermostat: Critically reviewing the scientific evidence for global cooling and air conditioning demand

Author

Listed:
  • Martin, Melissa
  • Sovacool, Benjamin K.

Abstract

Driven by the specter of climate change and growing concern over extreme heat events, research into future space cooling demand has grown, mostly focusing on weather-dependent use. Alarmingly, increased carbon emissions from air conditioning alone could be almost entirely responsible for an additional 0.5 °C increase in global temperature. Strengths within the scientific evidence on cooling demand include spatial granularity as well as temporality in projecting reliable scenarios beyond the midcentury. As this literature has evolved, however, it has become fragmented and prone to shortcomings including assessments that disconnect energy demand and the built environment from nature-based solutions, assessments that frequently ignore resilience, and biases in technology selection that may exacerbate injustice and vulnerability. To assess findings across this literature and establish future research priorities, this study offers a critical, umbrella review of the scientific evidence to assess key themes and considerations in study methods. The study reveals a wide range of geographical scopes and temporal variation among studies which broadly confirm the conclusion that tropical regions will experience the most absolute weather-dependent demand while other regions will experience higher relative demand changes. Beyond this, establishing more realistic assessments of energy and cooling demand remains elusive, and the authors suggest that a future research agenda should make progress toward this understanding by studying a range of behavior- and built environment-related determinants of demand to better support future planning and occupant health outcomes, including perspectives from “critical geography” that endorse a “political ecology of air” centering on neglected aspects such as thermal justice, cooling poverty, and the political economy of heat exposure.

Suggested Citation

  • Martin, Melissa & Sovacool, Benjamin K., 2025. "Beyond the thermostat: Critically reviewing the scientific evidence for global cooling and air conditioning demand," Applied Energy, Elsevier, vol. 401(PC).
  • Handle: RePEc:eee:appene:v:401:y:2025:i:pc:s030626192501582x
    DOI: 10.1016/j.apenergy.2025.126852
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S030626192501582X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.apenergy.2025.126852?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Nicole D. Miranda & Jesus Lizana & Sarah N. Sparrow & Miriam Zachau-Walker & Peter A. G. Watson & David C. H. Wallom & Radhika Khosla & Malcolm McCulloch, 2023. "Change in cooling degree days with global mean temperature rise increasing from 1.5 °C to 2.0 °C," Nature Sustainability, Nature, vol. 6(11), pages 1326-1330, November.
    2. Werner, Sven, 2016. "European space cooling demands," Energy, Elsevier, vol. 110(C), pages 148-156.
    3. Keii Gi & Fuminori Sano & Ayami Hayashi & Toshimasa Tomoda & Keigo Akimoto, 2018. "A global analysis of residential heating and cooling service demand and cost-effective energy consumption under different climate change scenarios up to 2050," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 23(1), pages 51-79, January.
    4. Qiqi Tao & Marie Naveau & Alexis Tantet & Jordi Badosa & Philippe Drobinski, 2024. "Sub-regional variability of residential electricity consumption under climate change and air-conditioning scenarios in France [Variabilité sous-régionale de la consommation électrique résidentielle sous scénarios de changement climatique et de cli," Post-Print hal-04799294, HAL.
    5. Prades-Gil, C. & Viana-Fons, J.D. & Masip, X. & Cazorla-Marín, A. & Gómez-Navarro, T., 2023. "An agile heating and cooling energy demand model for residential buildings. Case study in a mediterranean city residential sector," Renewable and Sustainable Energy Reviews, Elsevier, vol. 175(C).
    6. Filippo Pavanello & Enrica Cian & Marinella Davide & Malcolm Mistry & Talita Cruz & Paula Bezerra & Dattakiran Jagu & Sebastian Renner & Roberto Schaeffer & André F. P. Lucena, 2022. "Author Correction: Air-conditioning and the adaptation cooling deficit in emerging economies," Nature Communications, Nature, vol. 13(1), pages 1-1, December.
    7. Bas J. van Ruijven & Enrica De Cian & Ian Sue Wing, 2019. "Amplification of future energy demand growth due to climate change," Nature Communications, Nature, vol. 10(1), pages 1-12, December.
    8. Miguel Poblete-Cazenave & Shonali Pachauri & Edward Byers & Alessio Mastrucci & Bas Ruijven, 2021. "Global scenarios of household access to modern energy services under climate mitigation policy," Nature Energy, Nature, vol. 6(8), pages 824-833, August.
    9. Falchetta, Giacomo & Mistry, Malcolm N., 2021. "The role of residential air circulation and cooling demand for electrification planning: Implications of climate change in sub-Saharan Africa," Energy Economics, Elsevier, vol. 99(C).
    10. Narasimha D. Rao & Jihoon Min & Alessio Mastrucci, 2019. "Energy requirements for decent living in India, Brazil and South Africa," Nature Energy, Nature, vol. 4(12), pages 1025-1032, December.
    11. Ren, Zhengen & Chen, Dong, 2018. "Modelling study of the impact of thermal comfort criteria on housing energy use in Australia," Applied Energy, Elsevier, vol. 210(C), pages 152-166.
    12. Mutschler, Robin & Rüdisüli, Martin & Heer, Philipp & Eggimann, Sven, 2021. "Benchmarking cooling and heating energy demands considering climate change, population growth and cooling device uptake," Applied Energy, Elsevier, vol. 288(C).
    13. Chakraborty, Debaditya & Alam, Arafat & Chaudhuri, Saptarshi & Başağaoğlu, Hakan & Sulbaran, Tulio & Langar, Sandeep, 2021. "Scenario-based prediction of climate change impacts on building cooling energy consumption with explainable artificial intelligence," Applied Energy, Elsevier, vol. 291(C).
    14. Giacomo Falchetta & Enrica Cian & Ian Sue Wing & Deborah Carr, 2024. "Global projections of heat exposure of older adults," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    15. Vivian Do & Heather McBrien & Nina M. Flores & Alexander J. Northrop & Jeffrey Schlegelmilch & Mathew V. Kiang & Joan A. Casey, 2023. "Spatiotemporal distribution of power outages with climate events and social vulnerability in the USA," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
    16. Iain Staffell & Stefan Pfenninger & Nathan Johnson, 2023. "A global model of hourly space heating and cooling demand at multiple spatial scales," Nature Energy, Nature, vol. 8(12), pages 1328-1344, December.
    17. Alessio Mastrucci & Bas Ruijven & Edward Byers & Miguel Poblete-Cazenave & Shonali Pachauri, 2021. "Global scenarios of residential heating and cooling energy demand and CO2 emissions," Climatic Change, Springer, vol. 168(3), pages 1-26, October.
    18. Giacomo Falchetta & Enrica De Cian & Filippo Pavanello & Ian Sue Wing, 2024. "Author Correction: Inequalities in global residential cooling energy use to 2050," Nature Communications, Nature, vol. 15(1), pages 1-4, December.
    19. Jakob Zscheischler & Seth Westra & Bart J. J. M. Hurk & Sonia I. Seneviratne & Philip J. Ward & Andy Pitman & Amir AghaKouchak & David N. Bresch & Michael Leonard & Thomas Wahl & Xuebin Zhang, 2018. "Future climate risk from compound events," Nature Climate Change, Nature, vol. 8(6), pages 469-477, June.
    20. Sachs, Julia & Moya, Diego & Giarola, Sara & Hawkes, Adam, 2019. "Clustered spatially and temporally resolved global heat and cooling energy demand in the residential sector," Applied Energy, Elsevier, vol. 250(C), pages 48-62.
    21. Jakob Zscheischler & Seth Westra & Bart J. J. M. Hurk & Sonia I. Seneviratne & Philip J. Ward & Andy Pitman & Amir AghaKouchak & David N. Bresch & Michael Leonard & Thomas Wahl & Xuebin Zhang, 2018. "Author Correction: Future climate risk from compound events," Nature Climate Change, Nature, vol. 8(8), pages 750-750, August.
    22. Waite, Michael & Cohen, Elliot & Torbey, Henri & Piccirilli, Michael & Tian, Yu & Modi, Vijay, 2017. "Global trends in urban electricity demands for cooling and heating," Energy, Elsevier, vol. 127(C), pages 786-802.
    23. Nicole D. Miranda & Jesus Lizana & Sarah N. Sparrow & Miriam Zachau-Walker & Peter A. G. Watson & David C. H. Wallom & Radhika Khosla & Malcolm McCulloch, 2023. "Author Correction: Change in cooling degree days with global mean temperature rise increasing from 1.5 °C to 2.0 °C," Nature Sustainability, Nature, vol. 6(12), pages 1716-1716, December.
    24. Adrien Deroubaix & Inga Labuhn & Marie Camredon & Benjamin Gaubert & Paul-Arthur Monerie & Max Popp & Johanna Ramarohetra & Yohan Ruprich-Robert & Levi G. Silvers & Guillaume Siour, 2021. "Large uncertainties in trends of energy demand for heating and cooling under climate change," Nature Communications, Nature, vol. 12(1), pages 1-8, December.
    25. Thomas, Douglas & Fung, Juan, 2022. "Measuring downstream supply chain losses due to power disturbances," Energy Economics, Elsevier, vol. 114(C).
    26. Chenghao Wang & Jiyun Song & Dachuan Shi & Janet L. Reyna & Henry Horsey & Sarah Feron & Yuyu Zhou & Zutao Ouyang & Ying Li & Robert B. Jackson, 2023. "Impacts of climate change, population growth, and power sector decarbonization on urban building energy use," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    27. Emanuele Bevacqua & Laura Suarez-Gutierrez & Aglaé Jézéquel & Flavio Lehner & Mathieu Vrac & Pascal Yiou & Jakob Zscheischler, 2023. "Advancing research on compound weather and climate events via large ensemble model simulations," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    28. Tian, Chuyin & Huang, Guohe & Piwowar, Joseph M. & Yeh, Shin-Cheng & Lu, Chen & Duan, Ruixin & Ren, Jiayan, 2022. "Stochastic RCM-driven cooling and heating energy demand analysis for residential building," Renewable and Sustainable Energy Reviews, Elsevier, vol. 153(C).
    29. Berardi, Umberto & Jafarpur, Pouriya, 2020. "Assessing the impact of climate change on building heating and cooling energy demand in Canada," Renewable and Sustainable Energy Reviews, Elsevier, vol. 121(C).
    30. Bell, N.O. & Bilbao, J.I. & Kay, M. & Sproul, A.B., 2022. "Future climate scenarios and their impact on heating, ventilation and air-conditioning system design and performance for commercial buildings for 2050," Renewable and Sustainable Energy Reviews, Elsevier, vol. 162(C).
    31. Debora Maia-Silva & Rohini Kumar & Roshanak Nateghi, 2020. "The critical role of humidity in modeling summer electricity demand across the United States," Nature Communications, Nature, vol. 11(1), pages 1-8, December.
    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. Jiang, Shaojing & Wei, Zhongwang, 2025. "Shifting drivers of urban cooling energy demand in China (1978–2024): A spatiotemporal analysis," Energy, Elsevier, vol. 338(C).
    2. De Cian, Enrica & Falchetta, Giacomo & Pavanello, Filippo & Romitti, Yasmin & Sue Wing, Ian, 2025. "The impact of air conditioning on residential electricity consumption across world countries," Journal of Environmental Economics and Management, Elsevier, vol. 131(C).
    3. Duan, Zhuocheng & de Wilde, Pieter & Attia, Shady & Zuo, Jian, 2025. "Challenges in predicting the impact of climate change on thermal building performance through simulation: A systematic review," Applied Energy, Elsevier, vol. 382(C).
    4. Duan, Zhuocheng & Omrany, Hossein & Zuo, Jian, 2025. "Impact of climate change on energy performance and energy conservation measures effectiveness in Australian office buildings," Energy, Elsevier, vol. 319(C).
    5. Yan, Ran & Zhou, Nan & Ma, Minda & Mao, Chao, 2025. "India's residential space cooling transition: Decarbonization ambitions since the turn of millennium," Applied Energy, Elsevier, vol. 391(C).
    6. Meng, Yu & Schmidt, Johannes & Zscheischler, Jakob & Bevacqua, Emanuele, 2025. "Climate-driven compounding effects and historical trends in renewable electricity droughts in Europe," Applied Energy, Elsevier, vol. 401(PB).
    7. Zhao, Mengzhen & Yan, Bo & Cai, Wenjia & Zhang, Chi, 2025. "Projection of trade-offs of commercial air conditioning: Increasing carbon emission and reducing heat exposure," Applied Energy, Elsevier, vol. 382(C).
    8. Zhao, Yaxin & Li, Xianting, 2025. "A design method for insulation distribution to achieve year-round energy-efficient operation of double-layer pipe-embedded wall," Energy, Elsevier, vol. 336(C).
    9. Francesco Pietro Colelli & Johannes Emmerling & Giacomo Marangoni & Malcolm N. Mistry & Enrica Cian, 2022. "Increased energy use for adaptation significantly impacts mitigation pathways," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
    10. Laibao Liu & Gang He & Mengxi Wu & Gang Liu & Haoran Zhang & Ying Chen & Jiashu Shen & Shuangcheng Li, 2023. "Climate change impacts on planned supply–demand match in global wind and solar energy systems," Nature Energy, Nature, vol. 8(8), pages 870-880, August.
    11. van Duinen, B. & van der Most, L. & Baatsen, M.L.J. & van der Wiel, K., 2025. "Meteorological drivers of co-occurring renewable energy droughts in Europe," Renewable and Sustainable Energy Reviews, Elsevier, vol. 223(C).
    12. Jacob Kim-Sherman & Lee Seltzer, 2024. "Clustering in Natural Disaster Damages," Staff Reports 1135, Federal Reserve Bank of New York.
    13. Shuai, Hang & Li, Fangxing & Zhu, Jinxiang & Tingen, William Jerome & Mukherjee, Srijib, 2025. "Hydroclimate-coupled framework for assessing power system resilience under summer drought and climate change," Renewable and Sustainable Energy Reviews, Elsevier, vol. 213(C).
    14. Bezerra, Paula & Cruz, Talita & Mazzone, Antonella & Lucena, André F.P. & De Cian, Enrica & Schaeffer, Roberto, 2022. "The multidimensionality of energy poverty in Brazil: A historical analysis," Energy Policy, Elsevier, vol. 171(C).
    15. Weiqing Han & Lei Zhang & Gerald A. Meehl & Shoichiro Kido & Tomoki Tozuka & Yuanlong Li & Michael J. McPhaden & Aixue Hu & Anny Cazenave & Nan Rosenbloom & Gary Strand & B. Jason West & Wen Xing, 2022. "Sea level extremes and compounding marine heatwaves in coastal Indonesia," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
    16. Lena I. Fuldauer & Scott Thacker & Robyn A. Haggis & Francesco Fuso-Nerini & Robert J. Nicholls & Jim W. Hall, 2022. "Targeting climate adaptation to safeguard and advance the Sustainable Development Goals," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    17. Till Wenzel & Cees van Westen & Mariya Sunil & Núria Pantaleoni Reluy & Philipp Marr & Thomas Glade & Rainer Bell, 2026. "Towards a practical multi-hazard interrelation classification: implications for assessing their impacts," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 122(2), pages 1-37, January.
    18. Zhang, Yitong & Hao, Zengchao & Zhang, Yu, 2023. "Agricultural risk assessment of compound dry and hot events in China," Agricultural Water Management, Elsevier, vol. 277(C).
    19. J. J. Wijetunge & N. G. P. B. Neluwala, 2023. "Compound flood hazard assessment and analysis due to tropical cyclone-induced storm surges, waves and precipitation: a case study for coastal lowlands of Kelani river basin in Sri Lanka," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 116(3), pages 3979-4007, April.
    20. Wang, Manyu & Wei, Chu, 2024. "Toward sustainable heating: Assessment of the carbon mitigation potential from residential heating in northern rural China," Energy Policy, Elsevier, vol. 190(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;
    ;

    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:eee:appene:v:401:y:2025:i:pc:s030626192501582x. 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.

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