IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0234081.html
   My bibliography  Save this article

Whither the roads lead to? Estimating association between urbanization and primary healthcare service use with chinese prefecture-level data in 2014

Author

Listed:
  • Sheng Nong
  • Zhuo Chen

Abstract

With the rapid economic development across China over recent decades, examining how urbanization may affect healthcare service use and its implications is more than urgent. This study estimates the association between urbanization and primary healthcare services use in China. We construct a prefecture-level dataset on healthcare services utilization and urbanization. We regress the proportion of residents using healthcare services in primary healthcare centers versus secondary or tertiary hospitals on a set of prefecture-level control variables. Results suggest that use of primary healthcare centers outpatient service is positively associated with being in the proximity of a provincial capital, but negatively correlated with the percentage of the urban population and the availability of public transportation. Higher likelihood of seeking care in major hospitals instead of primary healthcare centers is associated with urbanization, justifying a need for primary care physicians as gatekeepers in China’s healthcare delivery system.

Suggested Citation

  • Sheng Nong & Zhuo Chen, 2020. "Whither the roads lead to? Estimating association between urbanization and primary healthcare service use with chinese prefecture-level data in 2014," PLOS ONE, Public Library of Science, vol. 15(6), pages 1-14, June.
    • Handle: RePEc:plo:pone00:0234081
    DOI: 10.1371/journal.pone.0234081
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0234081
    Download Restriction: no
    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0234081&type=printable
    Download Restriction: no
    File URL: https://libkey.io/10.1371/journal.pone.0234081?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
    ---><---

    References listed on IDEAS

    as
    1. Vasanthakumar Bhat, 2005. "Institutional arrangements and efficiency of health care delivery systems," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 6(3), pages 215-222, September.
    2. Juan Chen & Shuo Chen & Pierre F. Landry, 2015. "Urbanization and Mental Health in China: Linking the 2010 Population Census with a Cross-Sectional Survey," IJERPH, MDPI, vol. 12(8), pages 1-13, July.
    3. Pei-Hung Wen & Chin-Li Lu & Carol Strong & Yih-Jyh Lin & Yao-Li Chen & Chung-Yi Li & Chiang-Chin Tsai, 2018. "Demographic and Urbanization Disparities of Liver Transplantation in Taiwan," IJERPH, MDPI, vol. 15(2), pages 1-10, January.
    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. Santos, João Vasco & Martins, Filipa Santos & Pestana, Joana & Souza, Júlio & Freitas, Alberto & Cylus, Jonathan, 2023. "Should we adjust health expenditure for age structure on health systems efficiency? A worldwide analysis," LSE Research Online Documents on Economics 118298, London School of Economics and Political Science, LSE Library.
    2. Sharon Hadad & Yossi Hadad & Tzahit Simon-Tuval, 2013. "Determinants of healthcare system’s efficiency in OECD countries," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 14(2), pages 253-265, April.
    3. Breitenbach, Marthinus C & Ngobeni, Victor & Aye, Goodness C, 2020. "Global Healthcare Resource Efficiency in the Management of COVID-19 Death and Infection Prevalence Rates," MPRA Paper 104814, University Library of Munich, Germany.
    4. Ozbugday, Fatih Cemil & Tirgil, Abdullah & Kose, Elif Gul, 2020. "Efficiency changes in long-term care in OECD countries: A non-parametric Malmquist Index approach," Socio-Economic Planning Sciences, Elsevier, vol. 70(C).
    5. Sepideh Abolghasem & Mehdi Toloo & Santiago Amézquita, 2019. "Cross-efficiency evaluation in the presence of flexible measures with an application to healthcare systems," Health Care Management Science, Springer, vol. 22(3), pages 512-533, September.
    6. Marwa Hasni & Safa Bhar Layeb & Najla Omrane Aissaoui & Aymen Mannai, 2022. "Hybrid model for a cross‐department efficiency evaluation in healthcare systems," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(5), pages 1311-1329, July.
    7. Pınar Kaya Samut & Reyhan Cafrı, 2016. "Analysis of the Efficiency Determinants of Health Systems in OECD Countries by DEA and Panel Tobit," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 129(1), pages 113-132, October.
    8. Varabyova, Yauheniya & Schreyögg, Jonas, 2013. "International comparisons of the technical efficiency of the hospital sector: Panel data analysis of OECD countries using parametric and non-parametric approaches," Health Policy, Elsevier, vol. 112(1), pages 70-79.
    9. Marianela Carrillo & Jesús M. Jorge, 2017. "DEA-Like Efficiency Ranking of Regional Health Systems in Spain," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 133(3), pages 1133-1149, September.
    10. Tang, Kam Ki & Petrie, Dennis & Rao, D.S. Prasada, 2009. "The income-climate trap of health development: A comparative analysis of African and Non-African countries," Social Science & Medicine, Elsevier, vol. 69(7), pages 1099-1106, October.
    11. Sean Dougherty & Luca Lorenzoni & Alberto Marino & Fabrice Murtin, 2022. "The impact of decentralisation on the performance of health care systems: a non-linear relationship," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 23(4), pages 705-715, June.
    12. Stefan Felder & Harald Tauchmann, 2013. "Federal state differentials in the efficiency of health production in Germany: an artifact of spatial dependence?," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 14(1), pages 21-39, February.
    13. Puertas, Rosa & Marti, Luisa & Guaita-Martinez, José M., 2020. "Innovation, lifestyle, policy and socioeconomic factors: An analysis of European quality of life," Technological Forecasting and Social Change, Elsevier, vol. 160(C).
    14. Wenjie Zhang & Hongdao Meng & Shujuan Yang & Honglin Luo & Danping Liu, 2018. "Changes in Hypertension-Related Knowledge and Behavior and Their Associations with Socioeconomic Status among Recently Urbanized Residents in China: 2013–2016," IJERPH, MDPI, vol. 15(8), pages 1-14, August.
    15. Mário Amorim Lopes & Carlos Soares & Álvaro Almeida, 2015. "Comparing Comparables: An Approach To Accurate Cross-Country Comparisons Of Health Systems For Effective Healthcare Planning And Policy Guidance," FEP Working Papers 563, Universidade do Porto, Faculdade de Economia do Porto.
    16. Pessino, Carola & Izquierdo, Alejandro & Vuletin, Guillermo, 2018. "Better Spending for Better Lives: How Latin America and the Caribbean Can Do More with Less," IDB Publications (Books), Inter-American Development Bank, number 9152.
    17. Peipei Chai & Quan Wan & Yohannes Kinfu, 2021. "Efficiency and productivity of health systems in prevention and control of non-communicable diseases in China, 2008–2015," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 22(2), pages 267-279, March.
    18. Novignon, Jacob, 2015. "On the efficiency of public health expenditure in Sub-Saharan Africa: Does corruption and quality of public institutions matter?," MPRA Paper 39195, University Library of Munich, Germany.
    19. Erika Laranjeira & Helena Szrek, 2016. "Going beyond life expectancy in assessments of health systems’ performance: life expectancy adjusted by perceived health status," International Journal of Health Economics and Management, Springer, vol. 16(2), pages 133-161, June.
    20. : Álvaro Almeida & José Pedro Fique, 2011. "Evaluating Hospital Efficiency Adjusting for Quality Indicators: an Application to Portuguese NHS Hospitals," FEP Working Papers 435, Universidade do Porto, Faculdade de Economia do Porto.

    More about this item

    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:plo:pone00:0234081. 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: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    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.