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Spatial effects of ecological cognition on firewood collection by households in protected areas: An analysis based on the giant panda nature reserves

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Listed:
  • Zhang, Yijing
  • Zhang, Duxun
  • Shen, Jinyu
  • Duan, Wei

Abstract

The issues of unbalanced and inadequate energy development in rural China remain prominent, particularly in areas rich in natural resources, such as nature reserves, where households still tend to rely on traditional energy utilization modes. On one hand, the traditional use of firewood for energy results in low energy efficiency and indoor air pollution; On the other hand, it exacerbates problems such as habitat degradation for wildlife and environmental collapse. Although previous studies have explored rural energy source utilization from varies of aspects, there are still limitations in examining the impact of ecological cognition on household behaviors from a spatial correlation perspective. This study conducts a field survey of rural households in the giant panda nature reserves in Sichuan and Shaanxi Provinces to explore the impact of ecological cognition on rural households' firewood collection behaviors. By incorporating a spatial weight matrix, the study further analyzes the spatial spillover effects and the spatial heterogeneity of ecological cognition on rural households' firewood collection. The results show that: (1) ecological cognition significantly reduces firewood collection behaviors; (2) household income also decreases the consumption of firewood energy; (3) ecological cognition exhibits spatial spillover effects on rural households' firewood collection, indicating that household ecological cognition can impact surrounding households' ecological cognition and indirectly affect their firewood collection behaviors; and (4) significant spatial heterogeneity exists inside and outside the protected area. Ecological cognition significantly influences the firewood utilization of rural households within protected areas through spatial spillover effects, whereas its impact outside the protected areas is minimal. Strengthening forest ecological education to further raise ecological awareness, focusing on low-income households to provide energy subsidies, and utilizing the spatial spillover effects to enhance information dissemination channels are recommended for policy implications.

Suggested Citation

  • Zhang, Yijing & Zhang, Duxun & Shen, Jinyu & Duan, Wei, 2025. "Spatial effects of ecological cognition on firewood collection by households in protected areas: An analysis based on the giant panda nature reserves," Forest Policy and Economics, Elsevier, vol. 170(C).
    • Handle: RePEc:eee:forpol:v:170:y:2025:i:c:s1389934124002144
    DOI: 10.1016/j.forpol.2024.103360
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    as
    1. Bošković, Branko & Chakravorty, Ujjayant & Pelli, Martino & Risch, Anna, 2023. "The effect of forest access on the market for fuelwood in India," Journal of Development Economics, Elsevier, vol. 160(C).
    2. Rui Zhang & Huawei Zheng & Hui Zhang & Feng Hu, 2020. "Study on the Influence of Social Capital on Farmers’ Participation in Rural Domestic Sewage Treatment in Nanjing, China," IJERPH, MDPI, vol. 17(7), pages 1-11, April.
    3. He, Ping & Gao, Jixi & Zhang, Wenguo & Rao, Sheng & Zou, Changxin & Du, Jiaqiang & Liu, Weiling, 2018. "China integrating conservation areas into red lines for stricter and unified management," Land Use Policy, Elsevier, vol. 71(C), pages 245-248.
    4. Chen, Qiu & Yang, Haoran & Liu, Tianbiao & Zhang, Lin, 2016. "Household biomass energy choice and its policy implications on improving rural livelihoods in Sichuan, China," Energy Policy, Elsevier, vol. 93(C), pages 291-302.
    5. Behera, Bhagirath & Rahut, Dil Bahadur & Jeetendra, Aryal & Ali, Akhter, 2015. "Household collection and use of biomass energy sources in South Asia," Energy, Elsevier, vol. 85(C), pages 468-480.
    6. Joyeux, Roselyne & Ripple, Ronald D., 2007. "Household energy consumption versus income and relative standard of living: A panel approach," Energy Policy, Elsevier, vol. 35(1), pages 50-60, January.
    7. Gebreegziabher, Zenebe & van Kooten, G. Cornelis, 2013. "Does community and household tree planting imply increased use of wood for fuel? Evidence from Ethiopia," Forest Policy and Economics, Elsevier, vol. 34(C), pages 30-40.
    8. Ma, Wanglin & Zheng, Hongyun & Gong, Binlei, 2021. "Household Energy Choice for Cooking: Do Rural Income Growth and Ethnic Difference Play a Role?," 2021 Conference, August 17-31, 2021, Virtual 314990, International Association of Agricultural Economists.
    9. Yan Ding & Minyan Zhao & Zehong Li & Bing Xia & Zhanna Atutova & Dmitry Kobylkin, 2022. "Impact of Education for Sustainable Development on Cognition, Emotion, and Behavior in Protected Areas," IJERPH, MDPI, vol. 19(15), pages 1-21, August.
    10. Huiying Chen & Shuyan Gu & Cangcang Jia & Hai Gu & Qinglin Xu & Zi Lin, 2023. "Effects of Household Clean Fuel Combustion on the Physical and Mental Health of the Elderly in Rural China," Sustainability, MDPI, vol. 15(10), pages 1-19, May.
    11. Chen, Feifei & Qiu, Huanguang & Zhang, Jun, 2022. "Energy consumption and income of the poor in rural China: Inference for poverty measures," Energy Policy, Elsevier, vol. 163(C).
    12. Cai, Jing & Jiang, Zhigang, 2010. "Energy consumption patterns by local residents in four nature reserves in the subtropical broadleaved forest zone of China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(2), pages 828-834, February.
    13. Mensah, Justice Tei & Adu, George, 2015. "An empirical analysis of household energy choice in Ghana," Renewable and Sustainable Energy Reviews, Elsevier, vol. 51(C), pages 1402-1411.
    14. Ugwoke, B. & Sulemanu, S. & Corgnati, S.P. & Leone, P. & Pearce, J.M., 2021. "Demonstration of the integrated rural energy planning framework for sustainable energy development in low-income countries: Case studies of rural communities in Nigeria," Renewable and Sustainable Energy Reviews, Elsevier, vol. 144(C).
    15. Galvin, Ray & Sunikka-Blank, Minna, 2018. "Economic Inequality and Household Energy Consumption in High-income Countries: A Challenge for Social Science Based Energy Research," Ecological Economics, Elsevier, vol. 153(C), pages 78-88.
    16. Das, Karabee & Hiloidhari, Moonmoon & Baruah, D.C. & Nonhebel, Sanderine, 2018. "Impact of time expenditure on household preferences for cooking fuels," Energy, Elsevier, vol. 151(C), pages 309-316.
    17. Wu, Donglong & Zhou, Dequn & Zhu, Qingyuan & Wu, Liangpeng, 2024. "An investigation into the role of Residents' cognitive preferences in distributed renewable energy development," Applied Energy, Elsevier, vol. 372(C).
    18. Jia Liu & Senwei Huang & Yijia Wang, 2023. "Study of Farmers’ Willingness to Participate in Environmental Governance Based on Recycling, Reduction and Resourcing," Sustainability, MDPI, vol. 15(14), pages 1-18, July.
    19. Hongbin Liu & Yuepeng Zhou, 2018. "Farmers’ Cognition and Behavioral Response towards Cultivated Land Quality Protection in Northeast China," Sustainability, MDPI, vol. 10(6), pages 1-12, June.
    20. Xuezhen Xu & Fang Wang & Tao Xu & Sufyan Ullah Khan, 2023. "How Does Capital Endowment Impact Farmers’ Green Production Behavior? Perspectives on Ecological Cognition and Environmental Regulation," Land, MDPI, vol. 12(8), pages 1-27, August.
    21. van der Kroon, Bianca & Brouwer, Roy & van Beukering, Pieter J.H., 2013. "The energy ladder: Theoretical myth or empirical truth? Results from a meta-analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 20(C), pages 504-513.
    22. Dalia Streimikiene & Tomas Baležentis & Artiom Volkov & Mangirdas Morkūnas & Agnė Žičkienė & Justas Streimikis, 2021. "Barriers and Drivers of Renewable Energy Penetration in Rural Areas," Energies, MDPI, vol. 14(20), pages 1-28, October.
    23. Ke Chen & Runze Li & Yang Wang, 2022. "Influence of Nature Reserves on the Energy Consumption Structure of Local Farmers," IJERPH, MDPI, vol. 19(19), pages 1-20, September.
    24. Bošković, Branko & Chakravorty, Ujjayant & Pelli, Martino & Risch, Anna, 2023. "The effect of forest access on the market for fuelwood in India," Journal of Development Economics, Elsevier, vol. 160(C).
    25. Soliku, Ophelia & Schraml, Ulrich, 2020. "Protected areas management: A comparison of perceived outcomes associated with different co-management types," Forest Policy and Economics, Elsevier, vol. 118(C).
    26. Jianhua Ren & Hongzhen Lei & Haiyun Ren, 2022. "Livelihood Capital, Ecological Cognition, and Farmers’ Green Production Behavior," Sustainability, MDPI, vol. 14(24), pages 1-16, December.
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