About the data
The occupations and industries on this page use Australian and New Zealand Standard Classification of Occupations (ANZSCO) and Australian and New Zealand Standard Industrial Classification (ANZSIC).
Our department commissioned the Australian Bureau of Statistics (ABS) to carry out this longitudinal study.
The ABS looked at the occupational outcomes of the 2011 cohort of university graduates for the following 10 years through to 2021. To do this, the ABS analysed the Person Level Integrated Data Asset (PLIDA, formerly Multi-Agency Data Integration Project or MADIP) which is a linked dataset providing anonymised and aggregated analysis of the following:
- 2011 higher education data
- 2021 Census of Population and Housing (Census) data
- 2010–11 to 2020–21 personal income tax income tax return (PIT ITR) data
This allowed the ABS to determine income, occupation and industry details through the years from 2011 until 2021. For each chosen variable of analysis, the outcomes have been explored using one of these datasets. Coverage of the 2011 graduate cohort in each of the linked datasets differs because of differences between the data collected in those datasets and the PLIDA “spine” (key linking information). For more information, see ABS 2024.
We have grouped the qualifications, occupations and industries broadly into STEM, non-STEM and health, and used granular details for analysis where possible. Determinations between STEM, health and non-STEM occupations and industries were based on the 2021 Census of Population and Housing, see STEM Equity Monitor methodology for more information.
This analysis covers 10 years of graduates’ careers and builds on the previous output of the STEM Equity Monitor, which showed only the initial 5 years of graduates’ careers. Changes to the size of the 2011 cohort between the current and previous analysis are because of improvements to the PLIDA “spine” (key linking information), and changes to the characteristics of people, such as those recorded as deceased or visiting from overseas in the 2021 Census were removed from the cohort.
Read about the ABS’ Person Level Integrated Data Asset
Read more about our methodology.