In [17]:
%matplotlib inline

Welcome to Venus FEM STEM

Investigating gender discrimination in STEM

IRSAD = Index of Relative Social Advantage and Disadvantage
IEO = Index of Education and Occupation

See http://www.abs.gov.au/websitedbs/censushome.nsf/home/seifa2011

In [18]:
run -i venus_femstem.py
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Running venus_femstem 0.0.1
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Importing VPIPE...

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Beginning initialisation model...
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Simulating 1000 Women

Producing agent list...

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Beginning Tertiary Education Model...
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Total number of STEM-qualified agents (passes): 13
Total number of agents without STEM qualification (fails): 987
Total number of fails due to non-STEM qualification: 458
Total number of fails due to >= Year 12, < Cert III: 371
Total number of fails due to < Year 12: 158
Status Count Mean IRSAD (DECILE) Mean IEO (DECILE)
0 STEM Qualified 13 5.23 5.85
1 Non Qualified 987 5.53 5.60
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Beginning STEM Employment Model...
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Total number of STEM-employed agents (passes): 9
Total number of agents not employed in STEM (fails): 991
Status Count Mean IRSAD (DECILE) Mean IEO (DECILE)
0 STEM Employed 9 5.6 6.1
1 Not Employed 991 5.5 5.6
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Beginning STEM Career Model...
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Total number of agents who stayed in STEM for their whole career (passes): 6
Total number of other agents (fails): 994
Status Count Mean IRSAD (DECILE) Mean IEO (DECILE)
0 STEM Retained 6 6.2 6.5
1 STEM Leavers 994 5.5 5.6
Woman from Strathfield, in Major Cities of Australia, New South Wales Made it!
             She chose: Agriculture/Environment and did a Bachelor\s Degree
Woman from Canning Vale - East, in Major Cities of Australia, Western Australia Made it!
             She chose: Engineering and did a Certificate III/IV
Woman from Erskineville - Alexandria, in Major Cities of Australia, New South Wales Made it!
             She chose: Agriculture/Environment and did a Certificate III/IV
Woman from Moulden, in Outer Regional Australia, Northern Territory Made it!
             She chose: Engineering and did a Certificate III/IV
Woman from Bowral, in Inner Regional Australia, New South Wales Made it!
             She chose: Engineering and did a Certificate Other
Woman from Bidwill - Hebersham - Emerton, in Major Cities of Australia, New South Wales Made it!
             She chose: Engineering and did a Certificate III/IV
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