Gender two categories
0 = Female
1 = Male

What is your year of study?
1 = Level 3 (foundation)
2 = Level 4
3 = Level 5
4 = Level 6
5 = Level 7 (Masters)
6 = PhD

Year of study - 3/4 collapsed
1 = Level 3/4
2 = Level 5
3 = Level 6
4 = Level 7
5 = PhD

Level 3/4 dummy
0 = No
1 = Yes

Residential status reduced
1 = Commuter
2 = Residential
3 = Postgrad or mature
4 = Other

Residential status two categories (commuter vs residential)
0 = Residential
1 = Commuter

What is the main subject area of the degree for which you are currently studying? - Selected Choice
1 = Psychology
2 = Education
3 = Other science
4 = Other humanities
5 = Engineering
6 = Arts
7 = Law or business
8 = Social science
9 = Vocational degree in healthcare
10 = Vocational degree in other (e.g. events management)
11 = Other (please specify)

Loneliness at present
1 = Most of the time
2 = Quite often
3 = Only occasionally
4 = Seldom
5 = Never

1 = Paid work demands / balancing
2 = Physical or mental health
3 = Cultural adjustments
4 = Staff / supervisor related
5 = Relationships with other students
6 = Family commitments
7 = Other workload worries e.g. placements, research
8 = Self-efficacy (worries re: understanding, coping, good enough etc.)