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The hidden carbon costs of aging: How household dependency burden shapes emissions in China

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  • Wang, Xueyang
  • Liu, Wenling
  • Zhu, Yulin
  • Xiao, Yuedong
  • Lv, Yiqun

Abstract

Rapid population aging is reshaping household dependency structures with profound implications for consumption behavior and carbon emission trajectories. However, the pathways through which dependency burdens affect household carbon footprints remain insufficiently understood, limiting both theoretical insight and policy responses to demographic transitions. Using microdata from the China Family Panel Studies (CFPS), this study examines how household dependency ratios influence carbon emissions, while accounting for heterogeneity and underlying mechanisms. We find that higher dependency ratios significantly increase household carbon emissions, with child dependency exerting a stronger effect than elderly dependency. These effects are concentrated in carbon-intensive domains such as housing, private transport, and food. Heterogeneity analysis shows that the impact is more pronounced among low-income and less healthy households, as well as in urban areas and western regions, reflecting uneven vulnerability to demographic pressures. Mechanism analysis indicates that dependency burdens raise the propensity to consume and reallocate spending toward subsistence-oriented categories, such as food and housing, that are relatively more carbon-intensive. Concurrently, this adjustment reduces discretionary spending on leisure and culture, which is likely to substantially compromise household well-being, particularly in its non-material dimensions. The findings reveal a potential demographic sustainability dilemma, characterized by concurrent increases in emissions and declines in well-being. This study thereby provides critical insights into how demographic transition shapes household carbon footprints, highlighting the complex sustainability challenges that aging societies must confront.

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  • Wang, Xueyang & Liu, Wenling & Zhu, Yulin & Xiao, Yuedong & Lv, Yiqun, 2026. "The hidden carbon costs of aging: How household dependency burden shapes emissions in China," Ecological Economics, Elsevier, vol. 240(C).
  • Handle: RePEc:eee:ecolec:v:240:y:2026:i:c:s0921800925003179
    DOI: 10.1016/j.ecolecon.2025.108834
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    1. Christopher D. Carroll, 1997. "Buffer-Stock Saving and the Life Cycle/Permanent Income Hypothesis," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 1-55.
    2. Labandeira, Xavier & Labeaga, José M. & López-Otero, Xiral, 2017. "A meta-analysis on the price elasticity of energy demand," Energy Policy, Elsevier, vol. 102(C), pages 549-568.
    3. Bardazzi, Rossella & Pazienza, Maria Grazia, 2017. "Switch off the light, please! Energy use, aging population and consumption habits," Energy Economics, Elsevier, vol. 65(C), pages 161-171.
    4. Ma, Zhilong & Jiao, Ruoshui & DongZhi, CaiRang, 2025. "Population aging, financial literacy and household consumption," Finance Research Letters, Elsevier, vol. 85(PB).
    5. Büchs, Milena & Schnepf, Sylke V., 2013. "Who emits most? Associations between socio-economic factors and UK households' home energy, transport, indirect and total CO2 emissions," Ecological Economics, Elsevier, vol. 90(C), pages 114-123.
    6. Dalton, Michael & O'Neill, Brian & Prskawetz, Alexia & Jiang, Leiwen & Pitkin, John, 2008. "Population aging and future carbon emissions in the United States," Energy Economics, Elsevier, vol. 30(2), pages 642-675, March.
    7. Bones, Simon & Timmerman, Richard M., 2025. "The impact of income-driven changes in global consumption patterns on Kyoto Gas emissions during the twenty-first century," Ecological Economics, Elsevier, vol. 227(C).
    8. Galeotti, Fabio & Hopfensitz, Astrid & Mantilla, César, 2024. "Climate change education through the lens of behavioral economics: A systematic review of studies on observed behavior and social norms," Ecological Economics, Elsevier, vol. 226(C).
    9. Thomas F. Crossley & Hamish Low & Cormac O'Dea, 2013. "Household Consumption through Recent Recessions," Fiscal Studies, Institute for Fiscal Studies, vol. 34(2), pages 203-229, June.
    10. Amo-Agyei, Silas, 2025. "The effect of health on the marginal utility of consumption: Evidence based on household consumption expenditure," Journal of Economic Behavior & Organization, Elsevier, vol. 229(C).
    11. Chen, Fangming & Mao, Shuai & Huang, Rong, 2024. "Age structure of the population and household consumption expenditure on tourism," Finance Research Letters, Elsevier, vol. 60(C).
    12. Suzanne M. Bianchi, 2011. "Family Change and Time Allocation in American Families," The ANNALS of the American Academy of Political and Social Science, , vol. 638(1), pages 21-44, November.
    13. Kumar, Santosh & Sen, Roshmi, 2025. "Are larger or denser cities more emission efficient? Exploring the nexus between urban household carbon emission, population size and density," Applied Energy, Elsevier, vol. 377(PB).
    14. Abdallh, Atif Awad & Abugamos, Hoda, 2017. "A semi-parametric panel data analysis on the urbanisation-carbon emissions nexus for the MENA countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 78(C), pages 1350-1356.
    15. Jonah B. Gelbach, 2002. "Public Schooling for Young Children and Maternal Labor Supply," American Economic Review, American Economic Association, vol. 92(1), pages 307-322, March.
    16. Matthias Doepke & Giuseppe Sorrenti & Fabrizio Zilibotti, 2019. "The Economics of Parenting," Annual Review of Economics, Annual Reviews, vol. 11(1), pages 55-84, August.
    17. Chen, Zhenni & Zhang, Zengkai & Feng, Tong & Liu, Diyi, 2023. "What drives the temporal dynamics and spatial differences of urban and rural household emissions in China?," Energy Economics, Elsevier, vol. 125(C).
    18. Schneiter, Pierre & Mellon-Bedi, Shaibu, 2025. "The Environmental Kuznets Curve Revisited: A Spatial Panel Model with Heterogeneous Coefficients," Energy Economics, Elsevier, vol. 143(C).
    19. Meghan R. Busse & Christopher R. Knittel & Florian Zettelmeyer, 2013. "Are Consumers Myopic? Evidence from New and Used Car Purchases," American Economic Review, American Economic Association, vol. 103(1), pages 220-256, February.
    20. Zhou, Yang & Wang, Heng & Qiu, Huanguang, 2023. "Population aging reduces carbon emissions: Evidence from China's latest three censuses," Applied Energy, Elsevier, vol. 351(C).
    21. Sabino Kornrich & Frank Furstenberg, 2013. "Investing in Children: Changes in Parental Spending on Children, 1972–2007," Demography, Springer;Population Association of America (PAA), vol. 50(1), pages 1-23, February.
    22. Huang, Yong & Elahi, Ehsan & You, Jiansheng & Sheng, Yuhua & Li, Jinwei & Meng, Anchan, 2024. "Land use policy implications of demographic shifts: Analyzing the impact of aging rural populations on agricultural carbon emissions in China," Land Use Policy, Elsevier, vol. 147(C).
    23. Andreas Fagereng & Martin B. Holm & Gisle J. Natvik, 2021. "MPC Heterogeneity and Household Balance Sheets," American Economic Journal: Macroeconomics, American Economic Association, vol. 13(4), pages 1-54, October.
    24. Rasheed, Muhammad Qamar & Yuhuan, Zhao & Haseeb, Abdul & Ahmed, Zahoor & Saud, Shah, 2024. "Asymmetric relationship between competitive industrial performance, renewable energy, industrialization, and carbon footprint: Does artificial intelligence matter for environmental sustainability?," Applied Energy, Elsevier, vol. 367(C).
    25. Zhifu Mi & Jiali Zheng & Jing Meng & Jiamin Ou & Klaus Hubacek & Zhu Liu & D’Maris Coffman & Nicholas Stern & Sai Liang & Yi-Ming Wei, 2020. "Economic development and converging household carbon footprints in China," Nature Sustainability, Nature, vol. 3(7), pages 529-537, July.
    26. Raj Chetty & Adam Szeidl, 2007. "Consumption Commitments and Risk Preferences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(2), pages 831-877.
    27. Michael D. Krämer & Wiebke Bleidorn, 2024. "The Well-Being Costs of Informal Caregiving," SOEPpapers on Multidisciplinary Panel Data Research 1214, DIW Berlin, The German Socio-Economic Panel (SOEP).
    28. John Bistlinea & Chikara Onda & Morgan Browning & Johannes Emmerling & Gokul Iyer & Megan Mahajan & Jim McFarland & Haewon McJeon & Robbie Orvis & Francisco Ralston Fonseca & Christopher Roney & Noah , 2024. "Equity Implications of Net-Zero Emissions: A Multi-Model Analysis of Energy Expenditures Across Income Classes Under Economy-Wide Deep Decarbonization Policies," Papers 2405.18748, arXiv.org.
    29. Aliya Hamid Rao, 2022. "Relational Work in the Family: The Gendered Microfoundation of Parents’ Economic Decisions," American Sociological Review, , vol. 87(6), pages 1094-1120, December.
    30. Golley, Jane & Meng, Xin, 2012. "Income inequality and carbon dioxide emissions: The case of Chinese urban households," Energy Economics, Elsevier, vol. 34(6), pages 1864-1872.
    31. Wallis, Hannah & Nachreiner, Malte & Matthies, Ellen, 2016. "Adolescents and electricity consumption; Investigating sociodemographic, economic, and behavioural influences on electricity consumption in households," Energy Policy, Elsevier, vol. 94(C), pages 224-234.
    32. Eberharter, Veronika V., 2001. "Gender roles, labour market participation and household income position," Structural Change and Economic Dynamics, Elsevier, vol. 12(3), pages 235-246, September.
    33. Brown, Caitlin & Ravallion, Martin & van de Walle, Dominique, 2023. "Child health and the housing environment," World Development, Elsevier, vol. 168(C).
    34. Tian, Geran & Jin, Changlun & Wu, Weixing, 2024. "Too old to spend? Understanding the consumption of the elderly in China," China Economic Review, Elsevier, vol. 88(C).
    35. Zhang, Fan & Deng, Xiangzheng & Phillips, Fred & Fang, Chuanglin & Wang, Chao, 2020. "Impacts of industrial structure and technical progress on carbon emission intensity: Evidence from 281 cities in China," Technological Forecasting and Social Change, Elsevier, vol. 154(C).
    36. Wang, Zhen & Huang, Yaoxuan & Chen, Min & Li, Changle, 2025. "Elderly care burden and household investment behavior: The roles of family income, social security, and long-term care insurance," International Review of Economics & Finance, Elsevier, vol. 97(C).
    37. Yu, Yan-Yan & Liang, Qiao-mei & Liu, Li-Jing, 2023. "Impact of population ageing on carbon emissions: A case of China's urban households," Structural Change and Economic Dynamics, Elsevier, vol. 64(C), pages 86-100.
    38. Clark, Ben & Lyons, Glenn & Chatterjee, Kiron, 2016. "Understanding the process that gives rise to household car ownership level changes," Journal of Transport Geography, Elsevier, vol. 55(C), pages 110-120.
    39. Meredith Fowlie & Michael Greenstone & Catherine Wolfram, 2018. "Do Energy Efficiency Investments Deliver? Evidence from the Weatherization Assistance Program," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(3), pages 1597-1644.
    40. Heran Zheng & Yin Long & Richard Wood & Daniel Moran & Zengkai Zhang & Jing Meng & Kuishuang Feng & Edgar Hertwich & Dabo Guan, 2022. "Author Correction: Ageing society in developed countries challenges carbon mitigation," Nature Climate Change, Nature, vol. 12(6), pages 593-593, June.
    41. Ben Clark & Kiron Chatterjee & Steve Melia, 2016. "Changes in level of household car ownership: the role of life events and spatial context," Transportation, Springer, vol. 43(4), pages 565-599, July.
    42. Jiang, Wei & Sun, Yifei, 2023. "Which is the more important factor of carbon emission, coal consumption or industrial structure?," Energy Policy, Elsevier, vol. 176(C).
    43. Kais, Saidi & Sami, Hammami, 2016. "An econometric study of the impact of economic growth and energy use on carbon emissions: Panel data evidence from fifty eight countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 59(C), pages 1101-1110.
    44. Ozkan, Oktay & Coban, Mustafa Necati & Destek, Mehmet Akif, 2024. "Navigating the winds of change: Assessing the impact of wind energy innovations and fossil energy efficiency on carbon emissions in China," Renewable Energy, Elsevier, vol. 228(C).
    45. Biying Yu & Yi-Ming Wei & Kei Gomi & Yuzuru Matsuoka, 2022. "Author Correction: Future scenarios for energy consumption and carbon emissions due to demographic transitions in Chinese households," Nature Energy, Nature, vol. 7(6), pages 560-560, June.
    46. Liang, Long & Wu, Wenliang & Lal, Rattan & Guo, Yanbin, 2013. "Structural change and carbon emission of rural household energy consumption in Huantai, northern China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 28(C), pages 767-776.
    47. Shao, Shuai & Tian, Zhihua & Zhang, Yan & Li, Baoli, 2023. "The housing status and two-child fertility willingness of floating population: Evidence from the Chinese General Social Survey," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 247-266.
    48. Deaton, Angus, 1991. "Saving and Liquidity Constraints," Econometrica, Econometric Society, vol. 59(5), pages 1221-1248, September.
    49. van den Berg, Bernard & Fiebig, Denzil G. & Hall, Jane, 2014. "Well-being losses due to care-giving," Journal of Health Economics, Elsevier, vol. 35(C), pages 123-131.
    50. Yang, Kaitong & Wu, Jun & Li, Ling & Mi, Zhifu & Yang, Junai & Tang, Ling, 2025. "Impact of household size and structure on carbon emissions in China," Structural Change and Economic Dynamics, Elsevier, vol. 75(C), pages 9-19.
    51. Urwin, Sean & Lau, Yiu-Shing & Grande, Gunn & Sutton, Matthew, 2023. "Informal caregiving and the allocation of time: implications for opportunity costs and measurement," Social Science & Medicine, Elsevier, vol. 334(C).
    52. Osman, Mohamed & Saad, Mostafa M. & Ouf, Mohamed & Eicker, Ursula, 2024. "From buildings to cities: How household demographics shape demand response and energy consumption," Applied Energy, Elsevier, vol. 356(C).
    53. Wang, Yuanping & Hou, Lingchun & Hu, Lang & Cai, Weiguang & Wang, Lin & Dai, Cuilian & Chen, Juntao, 2023. "How family structure type affects household energy consumption: A heterogeneous study based on Chinese household evidence," Energy, Elsevier, vol. 284(C).
    54. Zhang, Yimeng & Wang, Feng & Zhang, Bing, 2023. "The impacts of household structure transitions on household carbon emissions in China," Ecological Economics, Elsevier, vol. 206(C).
    55. Van Houtven, Courtney Harold & Coe, Norma B. & Skira, Meghan M., 2013. "The effect of informal care on work and wages," Journal of Health Economics, Elsevier, vol. 32(1), pages 240-252.
    56. Underwood, Anthony & Fremstad, Anders, 2018. "Does sharing backfire? A decomposition of household and urban economies in CO2 emissions," Energy Policy, Elsevier, vol. 123(C), pages 404-413.
    57. Hernández, Christian & Vita, Gibran, 2022. "Carbon footprint analysis of household consumption in greater Guadalajara reveal stark socio-spatial inequalities," Ecological Economics, Elsevier, vol. 199(C).
    58. Chikaraishi, Makoto & Fujiwara, Akimasa & Kaneko, Shinji & Poumanyvong, Phetkeo & Komatsu, Satoru & Kalugin, Andrey, 2015. "The moderating effects of urbanization on carbon dioxide emissions: A latent class modeling approach," Technological Forecasting and Social Change, Elsevier, vol. 90(PA), pages 302-317.
    59. Rao, Aliya, 2022. "Relational work in the family: the gendered microfoundation of parents' economic decisions," LSE Research Online Documents on Economics 116883, London School of Economics and Political Science, LSE Library.
    60. Yu, Miao & Meng, Bo & Li, Rong, 2022. "Analysis of China's urban household indirect carbon emissions drivers under the background of population aging," Structural Change and Economic Dynamics, Elsevier, vol. 60(C), pages 114-125.
    61. Meng, Weilu & Yuan, Gecheng & Sun, Yongping, 2023. "Expansion of social networks and household carbon emissions: Evidence from household survey in China," Energy Policy, Elsevier, vol. 174(C).
    62. Milena Büchs & Noel Cass & Caroline Mullen & Karen Lucas & Diana Ivanova, 2023. "Emissions savings from equitable energy demand reduction," Nature Energy, Nature, vol. 8(7), pages 758-769, July.
    63. Koichiro Ito, 2014. "Do Consumers Respond to Marginal or Average Price? Evidence from Nonlinear Electricity Pricing," American Economic Review, American Economic Association, vol. 104(2), pages 537-563, February.
    64. Pezzin, Liliana E & Schone, Barbara Steinberg, 1997. "The Allocation of Resources in Intergenerational Households: Adult Children and Their Elderly Parents," American Economic Review, American Economic Association, vol. 87(2), pages 460-464, May.
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