IDEAS home Printed from https://ideas.repec.org/a/gam/jlands/v12y2023i12p2176-d1301497.html
   My bibliography  Save this article

Associations between Land-Use Patterns and Cardiovascular Disease Mortality in the Beijing—Tianjin–Hebei Megacity Region

Author

Listed:
  • Changcheng Kan

    (Baidu.com Times Technology (Beijing) Co., Ltd., Beijing 100085, China)

  • Qiwei Ma

    (Peking University Planning and Design Institute, Beijing 100080, China)

  • Anqi Liu

    (Peking University Planning and Design Institute, Beijing 100080, China)

  • Zhaoyu Yuan

    (Peking University Planning and Design Institute, Beijing 100080, China)

Abstract

Megacity regions where human activities are intensive are key areas for CVD prevention and control in China. Optimizing land-use patterns has been widely recognized as an important public health intervention. Ecological space, agricultural space, and construction space are three basic management objects in China’s new land-use management system. Given that most existing studies focused on a single type of land use, this study treats them as a whole and not only explores the impact of each type, but also systematically investigates the effects of the interactions between any two types of land use and the whole land-use pattern. Specifically, this study first constructs a hierarchical index system, then uses spatial error models (SEM) to explore the global associations between each index and age-standardized CVD mortality rates (ASMRs) and uses the multiple geographical weighted regression model (MGWR) to explore the spatial heterogeneity of factor effects. The possible association between land-use patterns and CVD mortality is then explored, and recommendations for policy formulation are provided. The analysis results show that the overall pattern of moderately decentralized and organically combined land use can control CVD mortality to a certain extent, but the specific influence mechanisms show significant differences according to different land-use types, relationships, and location conditions. First, in terms of single-type land-use distribution, the concentration of ecological space has positive health benefits, while a too high concentration of agricultural space has negative effects. Second, the combination of different types of land use has a significant association with CVD, in which the mixed layout of ecological and agricultural space helps to suppress CVD, while ecological and construction space need to be appropriately regularized and should not be too interspersed. Third, the same index may have different effects in different regions, suggesting that policy makers need to tailor their policies to local conditions.

Suggested Citation

  • Changcheng Kan & Qiwei Ma & Anqi Liu & Zhaoyu Yuan, 2023. "Associations between Land-Use Patterns and Cardiovascular Disease Mortality in the Beijing—Tianjin–Hebei Megacity Region," Land, MDPI, vol. 12(12), pages 1-17, December.
    • Handle: RePEc:gam:jlands:v:12:y:2023:i:12:p:2176-:d:1301497
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2073-445X/12/12/2176/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2073-445X/12/12/2176/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Shaojun Ma & Lei Li & Huimin Ke & Yilin Zheng, 2022. "Environmental Protection, Industrial Structure and Urbanization: Spatiotemporal Evidence from Beijing–Tianjin–Hebei, China," Sustainability, MDPI, vol. 14(2), pages 1-17, January.
    2. Scott C. Brown & Tatiana Perrino & Joanna Lombard & Kefeng Wang & Matthew Toro & Tatjana Rundek & Carolina Marinovic Gutierrez & Chuanhui Dong & Elizabeth Plater-Zyberk & Maria I. Nardi & Jack Kardys , 2018. "Health Disparities in the Relationship of Neighborhood Greenness to Mental Health Outcomes in 249,405 U.S. Medicare Beneficiaries," IJERPH, MDPI, vol. 15(3), pages 1-11, March.
    3. Frumkin, H., 2003. "Healthy Places: Exploring the Evidence," American Journal of Public Health, American Public Health Association, vol. 93(9), pages 1451-1456.
    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. Hao-Ting Chang & Chih-Da Wu & Wen-Chi Pan & Shih-Chun Candice Lung & Huey-Jen Su, 2019. "Association Between Surrounding Greenness and Schizophrenia: A Taiwanese Cohort Study," IJERPH, MDPI, vol. 16(8), pages 1-16, April.
    2. Allison Williams & Peter Kitchen, 2012. "Sense of Place and Health in Hamilton, Ontario: A Case Study," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 108(2), pages 257-276, September.
    3. Yujin Lu & Xingmeng Xu & Gaoru Zhu & Yuting Peng & Yi Li & Xueyan Zhao, 2024. "Land Space and High-Speed Transportation Coordinated Development Evaluation in the Beijing–Tianjin–Hebei Urban Agglomeration of China," Land, MDPI, vol. 13(10), pages 1-28, October.
    4. Rosenbaum, Mark S. & Otalora, Mauricio Losada & Ramírez, Germán Contreras, 2016. "The restorative potential of shopping malls," Journal of Retailing and Consumer Services, Elsevier, vol. 31(C), pages 157-165.
    5. De Clercq, B. & Vyncke, V. & Hublet, A. & Elgar, F.J. & Ravens-Sieberer, U. & Currie, C. & Hooghe, M. & Ieven, A. & Maes, L., 2012. "Social capital and social inequality in adolescents’ health in 601 Flemish communities: A multilevel analysis," Social Science & Medicine, Elsevier, vol. 74(2), pages 202-210.
    6. Völker, Sebastian & Kistemann, Thomas, 2013. "Reprint of: “I'm always entirely happy when I'm here!” Urban blue enhancing human health and well-being in Cologne and Düsseldorf, Germany," Social Science & Medicine, Elsevier, vol. 91(C), pages 141-152.
    7. Jiang, Lan & Wu, Tong, 2023. "Banking market structure and industrial structure: A transnational empirical study," Finance Research Letters, Elsevier, vol. 54(C).
    8. Badland, Hannah & Whitzman, Carolyn & Lowe, Melanie & Davern, Melanie & Aye, Lu & Butterworth, Iain & Hes, Dominique & Giles-Corti, Billie, 2014. "Urban liveability: Emerging lessons from Australia for exploring the potential for indicators to measure the social determinants of health," Social Science & Medicine, Elsevier, vol. 111(C), pages 64-73.
    9. Chen, Zhiguo & Gao, Wei & Zafar, Quratulain & Dördüncü, Hazar, 2023. "Natural resources extraction and geopolitical risk: Examining oil resources extraction in China," Resources Policy, Elsevier, vol. 85(PA).
    10. Finlay, Jessica & Esposito, Michael & Langa, Kenneth M. & Judd, Suzanne & Clarke, Philippa, 2022. "Cognability: An Ecological Theory of neighborhoods and cognitive aging," Social Science & Medicine, Elsevier, vol. 309(C).
    11. Kyunghun Min & Baysok Jun & Jaehyuck Lee & Hong Kim & Katsunori Furuya, 2019. "Analysis of Environmental Issues with an Application of Civil Complaints: The Case of Shiheung City, Republic of Korea," IJERPH, MDPI, vol. 16(6), pages 1-21, March.
    12. Luederitz, Christopher & Brink, Ebba & Gralla, Fabienne & Hermelingmeier, Verena & Meyer, Moritz & Niven, Lisa & Panzer, Lars & Partelow, Stefan & Rau, Anna-Lena & Sasaki, Ryuei & Abson, David J. & La, 2015. "A review of urban ecosystem services: six key challenges for future research," Ecosystem Services, Elsevier, vol. 14(C), pages 98-112.
    13. Eriksson, Malin & Emmelin, Maria, 2013. "What constitutes a health-enabling neighborhood? A grounded theory situational analysis addressing the significance of social capital and gender," Social Science & Medicine, Elsevier, vol. 97(C), pages 112-123.
    14. Rosenbaum, Mark S. & Kelleher, Carol & Friman, Margareta & Kristensson, Per & Scherer, Anne, 2017. "Re-placing place in marketing: A resource-exchange place perspective," Journal of Business Research, Elsevier, vol. 79(C), pages 281-289.
    15. Constantine E. Kontokosta, 2016. "The Quantified Community and Neighborhood Labs: A Framework for Computational Urban Science and Civic Technology Innovation," Journal of Urban Technology, Taylor & Francis Journals, vol. 23(4), pages 67-84, October.
    16. Rosenbaum, Mark S. & Ramirez, Germán Contreras & Camino, Jaime Rivera, 2018. "A dose of nature and shopping: The restorative potential of biophilic lifestyle center designs," Journal of Retailing and Consumer Services, Elsevier, vol. 40(C), pages 66-73.
    17. Jui-che Tu & Kang-Chi Lin & Hong-Yi Chen, 2020. "Investigating the Relationship between the Third Places and the Level of Happiness for Seniors in Taiwan," IJERPH, MDPI, vol. 17(4), pages 1-11, February.
    18. Bruns, Diedrich & Münderlein, Daniel, 2018. ""Paysage à votre santé". Gesundheitsfördernde Landschaften - Eine Betrachtung von Naturparken," Arbeitsberichte der ARL: Aufsätze, in: Weber, Florian & Weber, Friedericke & Jenal, Corinna (ed.), Wohin des Weges? Regionalentwicklung in Grossschutzgebieten, volume 21, pages 250-281, ARL – Akademie für Raumentwicklung in der Leibniz-Gemeinschaft.
    19. Lo, Ria S. Hutabarat, 2011. "Walkability Planning in Jakarta," University of California Transportation Center, Working Papers qt05p5r596, University of California Transportation Center.
    20. Celina Koh & Michelle C. Kondo & Heather Rollins & Usama Bilal, 2022. "Socioeconomic Disparities in Hypertension by Levels of Green Space Availability: A Cross-Sectional Study in Philadelphia, PA," IJERPH, MDPI, vol. 19(4), pages 1-13, February.

    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:12:y:2023:i:12:p:2176-:d:1301497. 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.