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Psychological and Demographic Factors Affecting Household Energy-Saving Intentions: A TPB-Based Study in Northwest China

Author

Listed:
  • Xuan Liu

    (Department of Building and Real Estate, The Hong Kong Polytechnic University, Hong Kong, China
    These authors contributed equally to this study.)

  • Qiancheng Wang

    (Department of Building and Real Estate, The Hong Kong Polytechnic University, Hong Kong, China
    Department of Architecture, University of Cambridge, Cambridge CB2 1PX, UK
    These authors contributed equally to this study.)

  • Hsi-Hsien Wei

    (Department of Building and Real Estate, The Hong Kong Polytechnic University, Hong Kong, China)

  • Hung-Lin Chi

    (Department of Building and Real Estate, The Hong Kong Polytechnic University, Hong Kong, China)

  • Yaotian Ma

    (Department of Architecture, University of Cambridge, Cambridge CB2 1PX, UK)

  • Izzy Yi Jian

    (Department of Building and Real Estate, The Hong Kong Polytechnic University, Hong Kong, China
    Research Institute of Sustainable Urban Development, The Hong Kong Polytechnic University, Hong Kong, China)

Abstract

Changing energy consumption behavior is a promising strategy to enhance household energy efficiency and to reduce carbon emission. Understanding the role of psychological and demographic factors in the context of energy-conservation behaviors is critical to promote energy-saving behaviors in buildings. This study first proposes a theoretical framework built on the Theory of Planned Behavior (TPB). Based on the collected survey data from 207 families (553 residents) in three communities in Xi’an, a typical city in northwest China, the research examines how three standard TPB predictors, namely attitude, subjective norm, and perceived behavioral control, as well as their interactive effects and three socio-demographic factors (i.e., house ownership, education and household income) influence building occupants’ energy-saving intention at home. Through structural equation modeling and keyword analysis, this study reveals that two interaction terms, namely attitude and subjective norms, as well as attitude and perceived behavior control, significantly influence building occupants’ energy-saving intention. Furthermore, this study implies that household income may positively associate with occupants’ energy-saving intention. The model in this study would be conducive to architects and property managers to mitigate severe building energy overuse problem in design and operation stages. Based on a qualitative analysis, the study then discusses the limitations of the study and further research direction. The results of this study would be conducive to building designers and operators to develop customized architectural or informatic interventions and to mitigate the severe energy overuse problem in the residential sector in northwest China.

Suggested Citation

  • Xuan Liu & Qiancheng Wang & Hsi-Hsien Wei & Hung-Lin Chi & Yaotian Ma & Izzy Yi Jian, 2020. "Psychological and Demographic Factors Affecting Household Energy-Saving Intentions: A TPB-Based Study in Northwest China," Sustainability, MDPI, vol. 12(3), pages 1-20, January.
  • Handle: RePEc:gam:jsusta:v:12:y:2020:i:3:p:836-:d:312208
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    as
    1. Nair, Gireesh & Gustavsson, Leif & Mahapatra, Krushna, 2010. "Factors influencing energy efficiency investments in existing Swedish residential buildings," Energy Policy, Elsevier, vol. 38(6), pages 2956-2963, June.
    2. Shen, Meng & Cui, Qingbin & Fu, Liping, 2015. "Personality traits and energy conservation," Energy Policy, Elsevier, vol. 85(C), pages 322-334.
    3. Lynne, Gary D. & Franklin Casey, C. & Hodges, Alan & Rahmani, Mohammed, 1995. "Conservation technology adoption decisions and the theory of planned behavior," Journal of Economic Psychology, Elsevier, vol. 16(4), pages 581-598, December.
    4. Ding, Zhihua & Wang, Guangqiang & Liu, Zhenhua & Long, Ruyin, 2017. "Research on differences in the factors influencing the energy-saving behavior of urban and rural residents in China–A case study of Jiangsu Province," Energy Policy, Elsevier, vol. 100(C), pages 252-259.
    5. Rehdanz, Katrin, 2007. "Determinants of residential space heating expenditures in Germany," Energy Economics, Elsevier, vol. 29(2), pages 167-182, March.
    6. Wells, Victoria.K. & Taheri, Babak & Gregory-Smith, Diana & Manika, Danae, 2016. "The role of generativity and attitudes on employees home and workplace water and energy saving behaviours," Tourism Management, Elsevier, vol. 56(C), pages 63-74.
    7. Han, Heesup & Hyun, Sunghyup Sean, 2018. "What influences water conservation and towel reuse practices of hotel guests?," Tourism Management, Elsevier, vol. 64(C), pages 87-97.
    8. Joseph F. Hair & G. Tomas M. Hult & Christian M. Ringle & Marko Sarstedt & Kai Oliver Thiele, 2017. "Mirror, mirror on the wall: a comparative evaluation of composite-based structural equation modeling methods," Journal of the Academy of Marketing Science, Springer, vol. 45(5), pages 616-632, September.
    9. Shanyong Wang & Jin Fan & Dingtao Zhao & Shu Yang & Yuanguang Fu, 2016. "Predicting consumers’ intention to adopt hybrid electric vehicles: using an extended version of the theory of planned behavior model," Transportation, Springer, vol. 43(1), pages 123-143, January.
    10. Wan, Calvin & Shen, Geoffrey Qiping & Choi, Stella, 2017. "A review on political factors influencing public support for urban environmental policy," Environmental Science & Policy, Elsevier, vol. 75(C), pages 70-80.
    11. Shanyong Wang & Jin Fan & Dingtao Zhao & Shu Yang & Yuanguang Fu, 2016. "Predicting consumers’ intention to adopt hybrid electric vehicles: using an extended version of the theory of planned behavior model," Transportation, Springer, vol. 43(1), pages 123-143, January.
    12. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    13. Frederiks, Elisha R. & Stenner, Karen & Hobman, Elizabeth V., 2015. "Household energy use: Applying behavioural economics to understand consumer decision-making and behaviour," Renewable and Sustainable Energy Reviews, Elsevier, vol. 41(C), pages 1385-1394.
    14. Vassileva, Iana & Dahlquist, Erik & Wallin, Fredrik & Campillo, Javier, 2013. "Energy consumption feedback devices’ impact evaluation on domestic energy use," Applied Energy, Elsevier, vol. 106(C), pages 314-320.
    15. Amasyali, Kadir & El-Gohary, Nora M., 2018. "A review of data-driven building energy consumption prediction studies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P1), pages 1192-1205.
    16. Wang, Bo & Wang, Xiaomeng & Guo, Dongxue & Zhang, Bin & Wang, Zhaohua, 2018. "Analysis of factors influencing residents’ habitual energy-saving behaviour based on NAM and TPB models: Egoism or altruism?," Energy Policy, Elsevier, vol. 116(C), pages 68-77.
    17. Qiancheng Wang & Hsi-Hsien Wei & Qian Xu, 2018. "A Solid Oxide Fuel Cell (SOFC)-Based Biogas-from-Waste Generation System for Residential Buildings in China: A Feasibility Study," Sustainability, MDPI, vol. 10(7), pages 1-9, July.
    18. Trotta, Gianluca, 2018. "Factors affecting energy-saving behaviours and energy efficiency investments in British households," Energy Policy, Elsevier, vol. 114(C), pages 529-539.
    19. Nejat, Payam & Jomehzadeh, Fatemeh & Taheri, Mohammad Mahdi & Gohari, Mohammad & Abd. Majid, Muhd Zaimi, 2015. "A global review of energy consumption, CO2 emissions and policy in the residential sector (with an overview of the top ten CO2 emitting countries)," Renewable and Sustainable Energy Reviews, Elsevier, vol. 43(C), pages 843-862.
    20. Mills, Bradford & Schleich, Joachim, 2012. "Residential energy-efficient technology adoption, energy conservation, knowledge, and attitudes: An analysis of European countries," Energy Policy, Elsevier, vol. 49(C), pages 616-628.
    21. Abrahamse, Wokje & Steg, Linda, 2009. "How do socio-demographic and psychological factors relate to households' direct and indirect energy use and savings?," Journal of Economic Psychology, Elsevier, vol. 30(5), pages 711-720, October.
    22. Poortinga, Wouter & Steg, Linda & Vlek, Charles & Wiersma, Gerwin, 2003. "Household preferences for energy-saving measures: A conjoint analysis," Journal of Economic Psychology, Elsevier, vol. 24(1), pages 49-64, February.
    23. Stefano De Dominicis & Rebecca Sokoloski & Christine M. Jaeger & P. Wesley Schultz, 2019. "Making the smart meter social promotes long-term energy conservation," Palgrave Communications, Palgrave Macmillan, vol. 5(1), pages 1-8, December.
    24. Véronique Vasseur & Anne-Francoise Marique, 2019. "Households’ Willingness to Adopt Technological and Behavioral Energy Savings Measures: An Empirical Study in The Netherlands," Energies, MDPI, vol. 12(22), pages 1-25, November.
    25. Botetzagias, Iosif & Dima, Andora-Fani & Malesios, Chrisovaladis, 2015. "Extending the Theory of Planned Behavior in the context of recycling: The role of moral norms and of demographic predictors," Resources, Conservation & Recycling, Elsevier, vol. 95(C), pages 58-67.
    26. Mills, Bradford & Schleich, Joachim, 2010. "What's driving energy efficient appliance label awareness and purchase propensity?," Energy Policy, Elsevier, vol. 38(2), pages 814-825, February.
    27. Sardianou, Eleni, 2007. "Estimating energy conservation patterns of Greek households," Energy Policy, Elsevier, vol. 35(7), pages 3778-3791, July.
    28. Paul, Justin & Modi, Ashwin & Patel, Jayesh, 2016. "Predicting green product consumption using theory of planned behavior and reasoned action," Journal of Retailing and Consumer Services, Elsevier, vol. 29(C), pages 123-134.
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    20. J. K. Perret & V. Udalov & N. Fabisch, 2022. "Motivations behind individuals’ energy efficiency investments and daily energy-saving behavior: The case of China," International Economics and Economic Policy, Springer, vol. 19(1), pages 129-155, February.
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