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Exploration of Spatio-Temporal Evolution and Threshold Effect of Shrinking Cities

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  • Yuanzhen Song

    (School of Architecture, Tianjin University, Nankai, Tianjin 300110, China)

  • Weijie He

    (School of Architecture, Tianjin University, Nankai, Tianjin 300110, China)

  • Jian Zeng

    (School of Architecture, Tianjin University, Nankai, Tianjin 300110, China)

Abstract

Shrinking cities are a global issue with regional characteristics. This paper focuses on the county-level administrative units in the Three Northeastern Provinces in China to identify and classify shrinking cities using a two-step identification method and explores their spatial-temporal evolution. The paper utilizes the panel threshold regression model for empirical testing. The results indicate the following: (1) The number of shrinking cities in the region is large and deep. Quantitatively, the shrinking cities account for about 50% of the whole; spatially, there are six major shrinking city “groups”, showing the distribution trend around the “Ha-Da” urban corridor. (2) The threshold effect test reveals that GDP is a critical threshold variable influencing the formation of shrinking cities. Moreover, cities are classified into three types based on the threshold values: Type I (GDP > 2,270,731 yuan), Type II (434,832 < GDP ≤ 2,270,731), and Type III (GDP < 434,832). (3) The results of the dual-threshold and grouped regression models show significant variations in the dominant factors of shrinking cities of different scales. Variables such as impervious area, fiscal revenue, and grass area demonstrate relatively stable promoting effects.

Suggested Citation

  • Yuanzhen Song & Weijie He & Jian Zeng, 2023. "Exploration of Spatio-Temporal Evolution and Threshold Effect of Shrinking Cities," Land, MDPI, vol. 12(7), pages 1-21, July.
    • Handle: RePEc:gam:jlands:v:12:y:2023:i:7:p:1474-:d:1201289
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    References listed on IDEAS

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    1. Cristina Martinez‐Fernandez & Ivonne Audirac & Sylvie Fol & Emmanuèle Cunningham‐Sabot, 2012. "Shrinking Cities: Urban Challenges of Globalization," International Journal of Urban and Regional Research, Wiley Blackwell, vol. 36(2), pages 213-225, March.
    2. Qunyong Wang, 2015. "Fixed-effect panel threshold model using Stata," Stata Journal, StataCorp LP, vol. 15(1), pages 121-134, March.
    3. 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.
    4. M. Francisca Lima & Mark R. Eischeid, 2017. "Shrinking cities: rethinking landscape in depopulating urban contexts," Landscape Research, Taylor & Francis Journals, vol. 42(7), pages 691-698, October.
    5. Xinyi Wang & Zihan Li & Zhe Feng, 2022. "Classification of Shrinking Cities in China Based on Self-Organizing Feature Map," Land, MDPI, vol. 11(9), pages 1-24, September.
    6. Xiangfeng Meng & Zhidian Jiang & Xinyu Wang & Ying Long, 2021. "Shrinking cities on the globe: Evidence from LandScan 2000–2019," Environment and Planning A, , vol. 53(6), pages 1244-1248, September.
    7. Wei Liu & Yao Tong & Jing Zhang & Zuopeng Ma & Guolei Zhou & Yanjun Liu, 2022. "Hierarchical Correlates of the Shrinkage of Cities and Towns in Northeast China," Land, MDPI, vol. 11(12), pages 1-21, December.
    8. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    9. Yupeng Wang & Hiroatsu Fukuda, 2019. "Sustainable Urban Regeneration for Shrinking Cities: A Case from Japan," Sustainability, MDPI, vol. 11(5), pages 1-14, March.
    10. Anja B. Nelle, 2016. "Tackling human capital loss in shrinking cities: urban development and secondary school improvement in Eastern Germany," European Planning Studies, Taylor & Francis Journals, vol. 24(5), pages 865-883, May.
    11. Dingpan Chen & Yuzhe Wu & Zhou Lin & Zhiyi Xu, 2022. "County-Level City Shrinkage in China: Representation, Cause, and Response," Land, MDPI, vol. 11(10), pages 1-21, October.
    12. Yihao Jiang & Zhaojin Chen & Pingjun Sun, 2022. "Urban Shrinkage and Urban Vitality Correlation Research in the Three Northeastern Provinces of China," IJERPH, MDPI, vol. 19(17), pages 1-22, August.
    13. Thorsten Wiechmann & Karina M. Pallagst, 2012. "Urban shrinkage in Germany and the USA: A Comparison of Transformation Patterns and Local Strategies," International Journal of Urban and Regional Research, Wiley Blackwell, vol. 36(2), pages 261-280, March.
    14. Maria Helena Guimarães & Luis Catela Nunes & Ana Paula Barreira & Thomas Panagopoulos, 2016. "What makes people stay in or leave shrinking cities? An empirical study from Portugal," European Planning Studies, Taylor & Francis Journals, vol. 24(9), pages 1684-1708, September.
    15. Beatriz Fernandez & Maxwell Hartt, 2022. "Growing shrinking cities," Regional Studies, Taylor & Francis Journals, vol. 56(8), pages 1308-1319, August.
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