IDEAS home Printed from https://ideas.repec.org/a/eee/tefoso/v205y2024ics004016252400266x.html
   My bibliography  Save this article

Dynamic efficiency of Australia's innovation systems: A regional and state analysis

Author

Listed:
  • Pham, Hien Thu
  • Hoang, Viet-Ngu
  • Yu, Ming-Miin
  • McLennan, Char-lee J.

Abstract

Innovation systems present spatial heterogeneity across regions within states or provinces, posing a need for regional and state efficiency analysis. Yet existing efficiency models focus only on national and sub-national levels, inhibiting the analysis of resource misallocation across regions within each state. This paper aggregated region-level efficiency into state-level efficiency measures. We constructed a new measure of state-level overall efficiency and decomposed it into technical and allocative efficiency. We implemented these aggregation and decomposition strategies using a new slack-based dynamic network data envelopment analysis model. Using data from 316 regions across Australia from 2012 to 2018, our empirical application showed that the misallocation of resources across regions within states was one significant factor explaining low state-level overall efficiency. Using Spatial Durbin Models, we found evidence for spatial agglomeration effects and the crowding out effects on regional technical efficiency (RTE) in relation to population and business density. Net business entry is one important driver of RTE. Regions having a smaller proportion of the manufacturing sector and a bigger proportion of the service sector are found to have lower RTE, reflecting the shift towards service industries in the Australian economy during the period 2012–2018.

Suggested Citation

  • Pham, Hien Thu & Hoang, Viet-Ngu & Yu, Ming-Miin & McLennan, Char-lee J., 2024. "Dynamic efficiency of Australia's innovation systems: A regional and state analysis," Technological Forecasting and Social Change, Elsevier, vol. 205(C).
    • Handle: RePEc:eee:tefoso:v:205:y:2024:i:c:s004016252400266x
    DOI: 10.1016/j.techfore.2024.123470
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S004016252400266X
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.techfore.2024.123470?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    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:eee:tefoso:v:205:y:2024:i:c:s004016252400266x. 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: Catherine Liu (email available below). General contact details of provider: http://www.sciencedirect.com/science/journal/00401625 .

    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.