Modelling and comparing the use of IVF and ICSI in Australia
Maria Mazi, Georgina James, Peter Temple-Smith, Ben W. J. Mol

TL;DR
This study estimates how many IVF/ICSI treatments are needed in Australia and compares it to actual usage, finding that more treatments are being used than expected for certain infertility types.
Contribution
A novel model was developed to estimate IVF/ICSI demand in Australia, revealing discrepancies between estimated need and actual uptake.
Findings
Approximately 35,300 couples were estimated to require IVF/ICSI in 2019, but 46,000 couples actually underwent the treatment.
Higher-than-expected uptake was observed for unexplained infertility, ovulation disorders, and endometriosis.
Tubal and severe male infertility had uptake levels that matched expectations.
Abstract
This study estimates the need of IVF/ICSI in Australia as compared to its actual uptake. We created a model estimating for the annual demand for IVF/ICSI in a hypothetical infertile population, using demographic data from medical literature and Australian government databases. For each category of infertility (tubal, severe male, endometriosis, anovulation and unexplained), our estimated need for IVF/ICSI was compared to the actual IVF/ICSI uptake (ANZARD 2019). The model consisted of three categories depending on couples’ cause of infertility, i.e. couples with absolute indications for IVF/ICSI (couples with severe male factor infertility and tubal obstruction); couples with anovulatory infertility (couples with ovulation disorders) and couples with ovulatory infertility (couples suffering from unexplained infertility and endometriosis). The model was applied to each of these…
Genes, proteins, chemicals, diseases, species, mutations and cell lines named across the full text — each resolved to its canonical identifier and authoritative record.
Click any figure to enlarge with its caption.
Figure 1
Figure 2Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsReproductive Health and Technologies · Assisted Reproductive Technology and Twin Pregnancy · Ovarian function and disorders
