IDEAS home Printed from https://ideas.repec.org/a/eee/forpol/v170y2025ics1389934124002144.html
   My bibliography  Save this article

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

Author

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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1389934124002144
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.forpol.2024.103360?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. 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. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. 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).
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. repec:hal:journl:hal-04916058 is not listed on IDEAS
    20. 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).
    21. 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).
    22. 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.
    23. 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.
    24. 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.
    25. 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).
    26. 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.
    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. Nguyen, Trung Thanh & Nguyen, Thanh-Tung & Hoang, Viet-Ngu & Wilson, Clevo & Managi, Shunsuke, 2019. "Energy transition, poverty and inequality in Vietnam," Energy Policy, Elsevier, vol. 132(C), pages 536-548.
    2. Nguyen, Trung Thanh & Nguyen, Thanh-Tung & Hoang, Viet-Ngu & Wilson, Clevo, 2019. "Energy transition, poverty and inequality: panel evidence from Vietnam," MPRA Paper 107182, University Library of Munich, Germany, revised 10 May 2019.
    3. Zhou, Lingfang & He, Weijun & Kong, Yang & Zhang, Zhiqiu, 2025. "Climate change cognition and biodiversity conservation awareness facilitate household clean energy consumption: Evidence from a biodiversity hotspot," Renewable and Sustainable Energy Reviews, Elsevier, vol. 212(C).
    4. Zhu, Xiaodong & Zhu, Zheng & Zhu, Bangzhu & Wang, Ping, 2022. "The determinants of energy choice for household cooking in China," Energy, Elsevier, vol. 260(C).
    5. 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).
    6. Chen, Feifei & Qiu, Huanguang & Yang, Sansi, 2025. "Energy transition of the poor: Quasi-experimental evidence from poverty alleviation relocation program in China," Energy Policy, Elsevier, vol. 199(C).
    7. Li, Meng & Jin, Tianyu & Liu, Shenglong & Zhou, Shaojie, 2021. "The cost of clean energy transition in rural China: Evidence based on marginal treatment effects," Energy Economics, Elsevier, vol. 97(C).
    8. Kettani, Maryème & Sanin, Maria Eugenia, 2024. "Energy consumption and energy poverty in Morocco," Energy Policy, Elsevier, vol. 185(C).
    9. Gupta, Ridhima & Pelli, Martino, 2021. "Electrification and cooking fuel choice in rural India," World Development, Elsevier, vol. 146(C).
    10. Kojo Sarfo Gyamfi & Elena Gaura & James Brusey & Alessandro Bezerra Trindade & Nandor Verba, 2020. "Understanding Household Fuel Choice Behaviour in the Amazonas State, Brazil: Effects of Validation and Feature Selection," Energies, MDPI, vol. 13(15), pages 1-21, July.
    11. Sharma, Krishan & Rahman, Nida, 2025. "Do cooking characteristics and household amenities matter for cooking fuel choice, clean fuel transition, and clean fuel consumption in India?," Energy Policy, Elsevier, vol. 198(C).
    12. Wu, Shu & Wang, Yiluo, 2024. "The impact of land-use policy on household energy transition: Evidence from China's conversion of cropland to forestland program," Energy, Elsevier, vol. 308(C).
    13. Wassie, Yibeltal T. & Rannestad, Meley M. & Adaramola, Muyiwa S., 2021. "Determinants of household energy choices in rural sub-Saharan Africa: An example from southern Ethiopia," Energy, Elsevier, vol. 221(C).
    14. Akhter Ali & Dil Bahadur Rahut & Khondoker Abdul Mottaleb & Jeetendra Prakash Aryal, 2019. "Alternate energy sources for lighting among rural households in the Himalayan region of Pakistan: Access and impact," Energy & Environment, , vol. 30(7), pages 1291-1312, November.
    15. Shuxin Mao & Sha Qiu & Tao Li & Mingfang Tang & Hongbing Deng & Hua Zheng, 2020. "Using Characteristic Energy to Study Rural Ethnic Minorities’ Household Energy Consumption and Its Impact Factors in Chongqing, China," Sustainability, MDPI, vol. 12(17), pages 1-14, August.
    16. Rahman, Md Habibur & Kitajima, Kaoru & Mitani, Yohei & Rahman, Md Farhadur, 2024. "Geographical variations in woodfuel supply and trade in northeastern Bangladesh," Renewable Energy, Elsevier, vol. 222(C).
    17. Adusah-Poku, Frank & Takeuchi, Kenji, 2019. "Household energy expenditure in Ghana: A double-hurdle model approach," World Development, Elsevier, vol. 117(C), pages 266-277.
    18. Shi Yin & Shuai Han & Yijie Liu & Yilin Wang, 2024. "Impact of new media use on farmers’ willingness to use clean energy: the role of topography and agricultural income," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-16, December.
    19. N. Brahmanandam & R. Nagarajan, 2021. "The Transition in Household Energy Use for Cooking in India: Evidence from a Longitudinal Survey," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 15(4), pages 433-455, November.
    20. Chen, Qiu & Mirzabaev, Alisher, 2016. "Evaluating the Impacts of Traditional Biomass Energy Use on Agricultural Production in Sichuan, China," Discussion Papers 250213, University of Bonn, Center for Development Research (ZEF).

    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:forpol:v:170:y:2025:i:c:s1389934124002144. 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/locate/forpol .

    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.