IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v17y2025i6p2458-d1609915.html
   My bibliography  Save this article

Assessment of Land Resource Utilization Efficiency, Spatiotemporal Pattern, and Network Characteristics in Resource-Based Regions: A Case Study of Shanxi Province

Author

Listed:
  • Ran Ma

    (Department of Law and Political Science, North China Electric Power University, Baoding 071003, China)

  • Muru Li

    (Department of Law and Political Science, North China Electric Power University, Baoding 071003, China)

Abstract

Resource-based regions face particular challenges in achieving sustainable land-use transformation due to their entrenched development patterns. Through an integrated approach (super-efficiency SBM, Global Moran’s I, synergistic modeling, and SNA), this study analyzes Shanxi Province’s land-use efficiency dynamics (2015–2021), revealing (1) an N-shaped efficiency trajectory with core-periphery polarization stable high-efficiency clusters (Taiyuan/Yangquan/Luliang, mean > 1.1) versus fragmented northern mining zones and stagnant southern regions; (2) deficient spatial coordination (Moran’s I < 0) and failed capital-city spillovers, with only 2/10 cities achieving positive synergy; and (3) network instability (density = 0.14–0.29) featuring paradoxical power shifts in the emerging mining hub Shuozhou (degree = 100) outperforming traditional cores. Based on these findings, this study proposes policy recommendations from the perspective of regional policymakers, focusing on establishing provincial-level land resource utilization planning, promoting coordination among cities in terms of land resource utilization at the municipal level, and improving land resource utilization efficiency through environmental regulations. This study offers a new perspective on regional coordination for sustainable development in resource-based regions by conducting research at the provincial level, advancing policy suggestions at the meso-policy level for the green transformation of resource-based cities, and providing theoretical support for promoting the intensive and efficient utilization of land across cities in specific regions.

Suggested Citation

  • Ran Ma & Muru Li, 2025. "Assessment of Land Resource Utilization Efficiency, Spatiotemporal Pattern, and Network Characteristics in Resource-Based Regions: A Case Study of Shanxi Province," Sustainability, MDPI, vol. 17(6), pages 1-21, March.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:6:p:2458-:d:1609915
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/17/6/2458/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/17/6/2458/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Stefanie Döringer & Yuta Uchiyama & Marianne Penker & Ryo Kohsaka, 2020. "A meta-analysis of shrinking cities in Europe and Japan. Towards an integrative research agenda," European Planning Studies, Taylor & Francis Journals, vol. 28(9), pages 1693-1712, September.
    2. Lei Ye & Guiling Wang & Yuenan Meng, 2024. "Multidimensional Measurement and Regulation of Regional Coordinated and Balanced Development Levels: Using the Yangtze River Delta Region in China as an Example," Sustainability, MDPI, vol. 16(2), pages 1-18, January.
    3. Li, Huijuan & Long, Ruyin & Chen, Hong, 2013. "Economic transition policies in Chinese resource-based cities: An overview of government efforts," Energy Policy, Elsevier, vol. 55(C), pages 251-260.
    4. Weiguo Fan & Nan Chen & Wei Yao & Mengmeng Meng & Xuechao Wang, 2021. "Integrating Environmental Impact and Ecosystem Services in the Process of Land Resource Capitalization—A Case Study of Land Transfer in Fuping, Hebei," Sustainability, MDPI, vol. 13(5), pages 1-18, March.
    5. Yedong Chen & Jiang Chang & Zixuan Li & Li Ming & Cankun Li & Cheng Li, 2023. "Coupling Coordination and Spatiotemporal Analysis of Urban Compactness and Land-Use Efficiency in Resource-Based Areas: A Case Study of Shanxi Province, China," Land, MDPI, vol. 12(9), pages 1-23, August.
    6. Gao, Xin & Zhang, Anlu & Sun, Zhanli, 2020. "How regional economic integration influence on urban land use efficiency? A case study of Wuhan metropolitan area, China," Land Use Policy, Elsevier, vol. 90(C).
    7. Mengxue Liu & Xiaobin Dong & Xuechao Wang & Bingyu Zhao & Hejie Wei & Weiguo Fan & Chenyang Zhang, 2022. "The Trade-Offs/Synergies and Their Spatial-Temporal Characteristics between Ecosystem Services and Human Well-Being Linked to Land-Use Change in the Capital Region of China," Land, MDPI, vol. 11(5), pages 1-22, May.
    8. Richard Florida & Charlotta Mellander & Kevin Stolarick, 2008. "Inside the black box of regional development: human capital, the creative class and tolerance," Journal of Economic Geography, Oxford University Press, vol. 8(5), pages 615-649, September.
    9. Jiangsu Li & Weihua Li & Bo Li & Liangrong Duan & Tianjiao Zhang & Qi Jia, 2022. "Construction Land Expansion of Resource-Based Cities in China: Spatiotemporal Characteristics and Driving Factors," IJERPH, MDPI, vol. 19(23), pages 1-20, December.
    10. Rongtian Zhang & Jianfei Lu, 2022. "Spatial–Temporal Pattern and Convergence Characteristics of Provincial Urban Land Use Efficiency under Environmental Constraints in China," IJERPH, MDPI, vol. 19(17), pages 1-15, August.
    11. Cerqueira, Pedro André & Martins, Rodrigo, 2009. "Measuring the determinants of business cycle synchronization using a panel approach," Economics Letters, Elsevier, vol. 102(2), pages 106-108, February.
    12. Cobbinah, Patrick Brandful & Asibey, Michael Osei & Gyedu-Pensang, Yaa Asuamah, 2020. "Urban land use planning in Ghana: Navigating complex coalescence of land ownership and administration," Land Use Policy, Elsevier, vol. 99(C).
    13. Yingyu Lu & Bo Cao & Yidi Hua & Lei Ding, 2020. "Efficiency Measurement of Green Regional Development and Its Influencing Factors: An Improved Data Envelopment Analysis Framework," Sustainability, MDPI, vol. 12(11), pages 1-23, May.
    14. Yao, ZHOU & Jiang, CHANG & Shan-shan, FENG, 2022. "Effects of urban growth boundaries on urban spatial structural and ecological functional optimization in the Jining Metropolitan Area, China," Land Use Policy, Elsevier, vol. 117(C).
    15. Josje J. Hoekveld, 2014. "Understanding Spatial Differentiation in Urban Decline Levels," European Planning Studies, Taylor & Francis Journals, vol. 22(2), pages 362-382, February.
    16. Zhang, Hao & Song, Yan & Zhang, Ming & Duan, Ye, 2024. "Land use efficiency and energy transition in Chinese cities: A cluster-frontier super-efficiency SBM-based analytical approach," Energy, Elsevier, vol. 304(C).
    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. Hongfeng Zhang & Yinuo Zhao & Fangteng Yang, 2024. "Analyzing green and sustainable land use in China’s coal cities: Insights from industrial transformation," PLOS ONE, Public Library of Science, vol. 19(4), pages 1-22, April.
    2. Paweł Churski & Tomasz Herodowicz & Barbara Konecka-Szydłowska & Robert Perdał, 2021. "Spatial Differentiation of the Socio-Economic Development of Poland–“Invisible” Historical Heritage," Land, MDPI, vol. 10(11), pages 1-20, November.
    3. Di Zhu & Yinghong Wang & Shangui Peng & Fenglin Zhang, 2022. "Influence Mechanism of Polycentric Spatial Structure on Urban Land Use Efficiency: A Moderated Mediation Model," IJERPH, MDPI, vol. 19(24), pages 1-18, December.
    4. Houtian Tang & Yuanlai Wu & Jinxiu Chen & Liuxin Deng & Minjie Zeng, 2022. "How Does Change in Rural Residential Land Affect Cultivated Land Use Efficiency? An Empirical Study Based on 42 Cities in the Middle Reaches of the Yangtze River," Land, MDPI, vol. 11(12), pages 1-20, December.
    5. Rafał Klóska & Elżbieta Ociepa-Kicińska & Rafał Czyżycki & Piotr Szklarz, 2020. "Regional Development in Poland in Taxonomic Terms," Sustainability, MDPI, vol. 12(11), pages 1-11, June.
    6. Zhipeng Tang & Ziao Mei & Jialing Zou, 2021. "Does the Opening of High-Speed Railway Lines Reduce the Carbon Intensity of China’s Resource-Based Cities?," Energies, MDPI, vol. 14(15), pages 1-18, July.
    7. Krenz, Astrid, 2016. "Agglomeration of knowledge in the German regional economy," University of Göttingen Working Papers in Economics 277, University of Goettingen, Department of Economics.
    8. Li, Cunfang & Li, Danping & Zhang, Xiaoxu, 2019. "Why can China's coal resource-exhausted enterprises cross the district to transfer?," Resources Policy, Elsevier, vol. 60(C), pages 94-105.
    9. Na Lu & Tiantian Shan & Wen Li & Xuan Liu & Weidong Wang, 2025. "Does the Digital Economy Promote Green Land Use Efficiency?," Sustainability, MDPI, vol. 17(16), pages 1-22, August.
    10. Jakub Borowski & Adam Czerniak & Beáta Farkas, 2023. "Diverse Models of Capitalism and Synchronization of Business Cycles," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 65(4), pages 681-712, December.
    11. Niclas Berggren & Mikael Elinder, 2012. "Is tolerance good or bad for growth?," Public Choice, Springer, vol. 150(1), pages 283-308, January.
    12. Niclas Berggren & Therese Nilsson, 2013. "Does Economic Freedom Foster Tolerance?," Kyklos, Wiley Blackwell, vol. 66(2), pages 177-207, May.
    13. Zhen Wang & Xupeng Zhang & Chaozheng Zhang & Qing Yang, 2022. "How Regional Integration Affects Urban Green Development Efficiency: Evidence from Urban Agglomeration in the Middle Reaches of the Yangtze River," IJERPH, MDPI, vol. 19(13), pages 1-16, June.
    14. Zhu, Junpeng & Lin, Boqiang, 2022. "Resource dependence, market-oriented reform, and industrial transformation: Empirical evidence from Chinese cities," Resources Policy, Elsevier, vol. 78(C).
    15. Li, Mengxu & Liu, Jianghua & Chen, Yang & Yang, Zhijiu, 2023. "Can sustainable development strategy reduce income inequality in resource-based regions? A natural resource dependence perspective," Resources Policy, Elsevier, vol. 81(C).
    16. Xiao, Huijuan & Wang, Daoping & Qi, Yu & Shao, Shuai & Zhou, Ya & Shan, Yuli, 2021. "The governance-production nexus of eco-efficiency in Chinese resource-based cities: A two-stage network DEA approach," Energy Economics, Elsevier, vol. 101(C).
    17. Sara C. Santos Cruz & Aurora A. C. Teixeira, 2021. "Spatial analysis of new firm formation in creative industries before and during the world economic crisis," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 67(2), pages 385-413, October.
    18. Yang Zhang & Xiaojiang Xia & Jiandong Li & Luge Xing & Chengchao Yang & Haofeng Wang & Xiaoai Dai & Jue Wang, 2024. "Simulation of Urban Growth Boundary under the Guidance of Stock Development: A Case Study of Wuhan City," Land, MDPI, vol. 13(8), pages 1-22, July.
    19. Shang, Hua & Jiang, Li & Di, Yuhang, 2024. "Spatial connection strength and endogenous and exogenous interactive driving factors of carbon efficiency in China's metropolitan areas with higher energy consumption," Energy, Elsevier, vol. 311(C).
    20. Haifeng Qian, 2013. "Diversity Versus Tolerance: The Social Drivers of Innovation and Entrepreneurship in US Cities," Urban Studies, Urban Studies Journal Limited, vol. 50(13), pages 2718-2735, October.

    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:gam:jsusta:v:17:y:2025:i:6:p:2458-:d:1609915. 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.