IDEAS home Printed from https://ideas.repec.org/a/gam/jlands/v13y2024i9p1508-d1479671.html
   My bibliography  Save this article

Analysis of the Spatiotemporal Differentiation and Influencing Factors of Land Use Efficiency in the Beijing–Tianjin–Hebei Urban Agglomeration

Author

Listed:
  • Haixin Huang

    (School of Economics and Management, Northwest University, Xi’an 710127, China)

  • Jiageng Yang

    (School of Economics and Management, Northwest University, Xi’an 710127, China)

Abstract

Optimizing urban land use is of significant practical importance for promoting economic development, enhancing the standard of living for individuals residing in metropolitan areas, enhancing urban infrastructure and public services, driving urban transformation and upgrading, and attaining synchronized progress of the economy, society, and environment. This paper uses the super-efficiency SBM model to measure the urban land use efficiency (ULUE) of 13 cities in the Beijing–Tianjin–Hebei (BTH) urban agglomeration from 2005 to 2020 and explores the spatiotemporal evolution characteristics and influencing factors of ULUE in this urban agglomeration using analysis of spatial data and application of geographic detector methods. The results show that (1) from 2005 to 2020, the ULUE of the BTH urban agglomeration had an initial rise followed by a decline; however, the overall efficiency score is above 1, suggesting an overall effective state; (2) a distribution pattern with Beijing as its core was established, exhibiting greater ULUE in the northern region and poorer efficiency in the southern region, with significant correlation characteristics in efficiency values between adjacent cities; and (3) capital input, labor input, social welfare, and ecological environment are all influencing factors that promote the improvement in ULUE in the BTH region, and the interaction of any two factors explains the ULUE in this region better than a single factor. The empirical research results can provide useful references for improving the input–output ratio of land units and further spatial planning and policy formulation in the BTH region.

Suggested Citation

  • Haixin Huang & Jiageng Yang, 2024. "Analysis of the Spatiotemporal Differentiation and Influencing Factors of Land Use Efficiency in the Beijing–Tianjin–Hebei Urban Agglomeration," Land, MDPI, vol. 13(9), pages 1-18, September.
    • Handle: RePEc:gam:jlands:v:13:y:2024:i:9:p:1508-:d:1479671
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2073-445X/13/9/1508/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2073-445X/13/9/1508/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Valentin Bellassen & Sebastiaan Luyssaert, 2014. "Carbon sequestration: Managing forests in uncertain times," Nature, Nature, vol. 506(7487), pages 153-155, February.
    2. Yan, Siqi & Peng, Jianchao & Wu, Qun, 2020. "Exploring the non-linear effects of city size on urban industrial land use efficiency: A spatial econometric analysis of cities in eastern China," Land Use Policy, Elsevier, vol. 99(C).
    3. Jingxin, Gao & Jinbo, Song & Lufang, Wu, 2022. "A new methodology to measure the urban construction land-use efficiency based on the two-stage DEA model," Land Use Policy, Elsevier, vol. 112(C).
    4. Chen, Danling & Hu, Wenbo & Li, Yuying & Zhang, Chaozheng & Lu, Xinhai & Cheng, Hui, 2023. "Exploring the temporal and spatial effects of city size on regional economic integration: Evidence from the Yangtze River Economic Belt in China," Land Use Policy, Elsevier, vol. 132(C).
    5. Wheaton, William C., 1982. "Urban residential growth under perfect foresight," Journal of Urban Economics, Elsevier, vol. 12(1), pages 1-21, July.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Bunga Ludmila Rendrarpoetri & Ernan Rustadi & Akhmad Fauzi & Andrea Emma Pravitasari, 2024. "Local Sustainability Assessment of the Wonogiri Multipurpose Reservoir Catchment Area in Central Java Province, Indonesia," Land, MDPI, vol. 13(11), pages 1-28, November.
    2. Huizhen Cui & Linlin Cheng & Yang Zheng & Junqi Wang & Mengyao Zhu & Pengxiang Zhang, 2025. "Analysis of the Dynamic Changes and Driving Mechanism of Land Green Utilization Efficiency in the Context of Beijing–Tianjin–Hebei Synergistic Development," Land, MDPI, vol. 14(2), pages 1-25, January.
    3. Yuling Wu & Min Luo, 2025. "Study on Spatial-Temporal Evolution Law of Green Land Use Efficiency in Resource-Based Cities," Land, MDPI, vol. 14(2), pages 1-23, February.
    4. Yan Jiang & Lun Yang & Xiaokun Wei & Xiaodong Zhang, 2024. "The Impact of Government Digital Transformation on Land Use Efficiency: Evidence from China," Land, MDPI, vol. 13(12), pages 1-26, December.

    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. Akhlaq Amin Wani & Amir Farooq Bhat & Aaasif Ali Gatoo & Shiba Zahoor & Basira Mehraj & Naveed Najam & Qaisar Shafi Wani & M A Islam & Shah Murtaza & Moonisa Aslam Dervash & P K Joshi, 2021. "Assessing relationship of forest biophysical factors with NDVI for carbon management in key coniferous strata of temperate Himalayas," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 26(1), pages 1-22, January.
    2. Zhehan Shao & Xiaoshun Li & Jiangquan Chen & Yiwei Geng & Xuanyu Zhai & Ke Zhang & Jie Zhang, 2025. "Spatiotemporal Evolution and Influencing Factors of Carbon Footprint in Yangtze River Economic Belt," Land, MDPI, vol. 14(3), pages 1-19, March.
    3. Caruso, Geoffrey & Peeters, Dominique & Cavailhes, Jean & Rounsevell, Mark, 2007. "Spatial configurations in a periurban city. A cellular automata-based microeconomic model," Regional Science and Urban Economics, Elsevier, vol. 37(5), pages 542-567, September.
    4. Richard Arnott & Petia Petrova, 2006. "The Property Tax as a Tax on Value: Deadweight Loss," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 13(2), pages 241-266, May.
    5. Hardie, Ian W. & Nickerson, Cynthia J., 2003. "The Effect Of A Forest Conservation Regulation On The Value Of Subdivisions In Maryland," Working Papers 28575, University of Maryland, Department of Agricultural and Resource Economics.
    6. Suzanne Lanyi Charles, 2013. "Understanding the Determinants of Single-family Residential Redevelopment in the Inner-ring Suburbs of Chicago," Urban Studies, Urban Studies Journal Limited, vol. 50(8), pages 1505-1522, June.
    7. Diyamandoglu, Vasil & Fortuna, Lorena M., 2015. "Deconstruction of wood-framed houses: Material recovery and environmental impact," Resources, Conservation & Recycling, Elsevier, vol. 100(C), pages 21-30.
    8. Gean Carlos Gonzaga da Silva & Priscila Celebrini de Oliveira Campos & Marcelo de Miranda Reis & Igor Paz, 2023. "Spatiotemporal Land Use and Land Cover Changes and Associated Runoff Impact in Itaperuna, Brazil," Sustainability, MDPI, vol. 16(1), pages 1-19, December.
    9. Yafen He & Zhenhong Zhu & Hualin Xie & Xinmin Zhang & Meiqi Sheng, 2023. "A case study in China of the influence mechanism of industrial park efficiency using DEA," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(7), pages 7261-7280, July.
    10. Frame, David, 2013. "Saving and consumption in cities," Journal of Urban Economics, Elsevier, vol. 73(1), pages 111-124.
    11. Weiwei Chen & Shunyi Li, 2025. "Data Factor Marketization and Urban Industrial Land Use Efficiency: Evidence from the Establishment of Data Trading Platforms in China," Sustainability, MDPI, vol. 17(6), pages 1-23, March.
    12. Graczyk, Dariusz & Pińskwar, Iwona & Choryński, Adam & Stasik, Rafał, 2024. "Less power when more is needed. Climate-related current and possible future problems of the wind energy sector in Poland," Renewable Energy, Elsevier, vol. 232(C).
    13. Zhang Zhang & Huimin Zhou & Shuxian Li & Zhibin Zhao & Junbo Xu & Yuansuo Zhang, 2024. "Study on the Spatiotemporal Evolution of Urban Land Use Efficiency in the Beijing–Tianjin–Hebei Region," Sustainability, MDPI, vol. 16(7), pages 1-27, April.
    14. Coisnon, Thomas & Oueslati, Walid & Salanié, Julien, 2014. "Urban sprawl occurrence under spatially varying agricultural amenities," Regional Science and Urban Economics, Elsevier, vol. 44(C), pages 38-49.
    15. Mu Lin & Jingxin Gao & Yongjie Du & Pengyu Ren, 2023. "Mismatch in Urban Construction Land Use and Economic Growth: Empirical Evidence from China," Land, MDPI, vol. 12(2), pages 1-21, February.
    16. Dongqing Han & Zhengxu Cao, 2024. "Evaluation and Influential Factors of Urban Land Use Efficiency in Yangtze River Economic Belt," Land, MDPI, vol. 13(5), pages 1-17, May.
    17. Zhang, Chao & Fan, Yupeng & Fang, Chuanglin, 2024. "Orderly and synergistic development of urban-rural integration based on evolutionary game model: A case study in the Jiangxi Province, China," Land Use Policy, Elsevier, vol. 146(C).
    18. Cao, Kexin & Deng, Yu & Wang, Wenxue & Liu, Shenghe, 2023. "The spatial heterogeneity and dynamics of land redevelopment: Evidence from 287 Chinese cities," Land Use Policy, Elsevier, vol. 132(C).
    19. Sijia Li & Meichen Fu & Yi Tian & Yuqing Xiong & Cankun Wei, 2022. "Relationship between Urban Land Use Efficiency and Economic Development Level in the Beijing–Tianjin–Hebei Region," Land, MDPI, vol. 11(7), pages 1-18, June.
    20. Yin Ma & Minrui Zheng & Xinqi Zheng & Yi Huang & Feng Xu & Xiaoli Wang & Jiantao Liu & Yongqiang Lv & Wenchao Liu, 2023. "Land Use Efficiency Assessment under Sustainable Development Goals: A Systematic Review," Land, MDPI, vol. 12(4), pages 1-21, April.

    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:gam:jlands:v:13:y:2024:i:9:p:1508-:d:1479671. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.