IDEAS home Printed from https://ideas.repec.org/a/bla/srbeha/v35y2018i2p203-215.html
   My bibliography  Save this article

Investigating the Diffusion of Agent†based Modelling and System Dynamics Modelling in Population Health and Healthcare Research

Author

Listed:
  • Shiyong Liu
  • Hong Xue
  • Yan Li
  • Judy Xu
  • Youfa Wang

Abstract

System dynamics modelling (SDM) applications in health research began to appear in 1972 while agent†based modelling (ABM) applications first appeared in 1995, but their applications have increased dramatically over the last decade. This study examines the diffusion patterns of these two approaches and the main driving factors. We conducted a systematic analysis of 653 journal articles published from 1972 to 2014 that employed two approaches in health research and found that over the last few years, there has been a rapid increase of studies in using ABM compared with SDM, partly due to the launching of new journals and the application of ABM to a broad range of topics. The concentration of SDM studies in just a few journals may be adversely affecting its diffusion. The last decade saw acceleration in using ABM to investigate infectious diseases and cancer while SDM applications have predominantly focused on non†communicable diseases such as obesity. Copyright © 2017 John Wiley & Sons, Ltd.

Suggested Citation

  • Shiyong Liu & Hong Xue & Yan Li & Judy Xu & Youfa Wang, 2018. "Investigating the Diffusion of Agent†based Modelling and System Dynamics Modelling in Population Health and Healthcare Research," Systems Research and Behavioral Science, Wiley Blackwell, vol. 35(2), pages 203-215, March.
  • Handle: RePEc:bla:srbeha:v:35:y:2018:i:2:p:203-215
    DOI: 10.1002/sres.2460
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/sres.2460
    Download Restriction: no

    File URL: https://libkey.io/10.1002/sres.2460?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
    ---><---

    Citations

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


    Cited by:

    1. Matthew Franklin & Sebastian Hinde & Rachael Maree Hunter & Gerry Richardson & William Whittaker, 2024. "Is Economic Evaluation and Care Commissioning Focused on Achieving the Same Outcomes? Resource-Allocation Considerations and Challenges Using England as a Case Study," Applied Health Economics and Health Policy, Springer, vol. 22(4), pages 435-445, July.
    2. Weiwei Zhang & Shiyong Liu & Nathaniel Osgood & Hongli Zhu & Ying Qian & Peng Jia, 2023. "Using simulation modelling and systems science to help contain COVID‐19: A systematic review," Systems Research and Behavioral Science, Wiley Blackwell, vol. 40(1), pages 207-234, January.
    3. Weiwei Zhang & Thomas Huggins & Wenwen Zheng & Shiyong Liu & Zhanwei Du & Hongli Zhu & Ahmad Raza & Ahmad Hussen Tareq, 2022. "Assessing the Dynamic Outcomes of Containment Strategies against COVID-19 under Different Public Health Governance Structures: A Comparison between Pakistan and Bangladesh," IJERPH, MDPI, vol. 19(15), pages 1-22, July.

    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:bla:srbeha:v:35:y:2018:i:2:p:203-215. 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.

    We have no bibliographic references for this item. You can help adding them by using 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: Wiley Content Delivery (email available below). General contact details of provider: http://onlinelibrary.wiley.com/journal/10.1111/1092-7026 .

    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.