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Table 4.3: Marginal effects for occupant injury severity

Variable Fatal Severe Minor PDO

Road User Residency Neighbourhood Characteristics

Education (%)

University -0.0002 -0.0014 -0.0003 0.0018

Technical 0.0015 -0.0038 0.0022 0.0001

Birthplace (%)

Overseas -0.0001 0.0017 0.0001 -0.0017

Australia 0.0000 0.0008 0.0001 -0.0009

Occupation (%)

Sales -0.0008 -0.0063 0.0030 0.0040

Clerical and administrative -0.0004 0.0035 -0.0043 0.0012

Crash Location Neighbourhood Characteristics

Birthplace (%)

Australia -0.0002 0.0001 -0.0003 0.0004

Occupation (%)

Professional 0.0003 0.0015| 0.0018 -0.0036

Sales 0.0019 -0.0031 -0.0004 0.0016

English language speaking proficiency
(%)

Not well or not at all -0.0002 0.0012 0.0012 -0.0022

Crash Characteristics (categorical variables)

Road user gender

Female 0.0024 0.0802 0.1636 -0.2462

Road user age (years)

16-24 -0.0077 0.0367 0.0551 -0.0841

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