Variables

neutral

Agree

coefficient

Marginal effect

coefficient

Marginal effect

Age

0.262**

(0.123)

0.036

(0.023)

0.192*

(0.132)

0.002

(0.022)

female

−0.315***

(0.111)

0.005

(0.021)

−0.551***

(0.119)

−0.071***

(0.019)

Tutor’s education

−0.059

(0.135)

−0.037

(0.025)

0.151

(0.143)

0.041*

(0.023)

Field of study

0.293***

(0.117)

−0.014

(0.021)

0.576***

(0.123)

0.079***

(0.019)

Self-employed parents

0.032

(0.154)

0.038

(0.028)

−0203

(0164)

−0.048*

(0.026)

Parent’s own business

0.326*

(0.175)

−0.026

(0.030)

0.711***

(0.178)

0.103***

(0.026)

Received pocket money

0.001*

(0.137)

0.004

(0.026)

−0.024

(0.148)

−0.005

(0.024)

Had a job while at university

−0.323

(0.178)

0.006

(0.037)

0.570***

(0.201)

−0.074**

(0.036)

Parent’s monthly income

(100,000 - 199,999)

0.022

(0.138)

0.006

(0.037)

−0.570

(0.201)

0.012

(0.024)

Parent’s monthly income (more than 200,000)

0.053

(0.180)

−0.005

(0.026)

0.073*

(0.148)

0.058*

(0.030)

School calendar

0.182*

(0.114)

−0.030

(0.022)

0.503***

(0.125)

0.080***

Desire for independence

0.196*

(0.131)

−0.011

(0.026)

0.394***

(0.145)

0.055**

(0.024)

Whether parents live together with him

0.229*

(0.137)

0.022

(0.027)

0.526***

(0.154)

0.078***

(0.026)

Year of graduation

0.031

(0.182)

0.003

(0.034)

0.030

(0.195)

0.002

(0.032)

Constant

0.212

(0.237)

0.746

(0.263)

R squared

0.031

0.031

Disagree

Base outcome