Education and Skills Impact Framework (ESIF) - college provision: contextual summary report 2022

This analysis uses longitudinal education outcomes data to estimate labour market outcomes and returns to investment associated with post-school qualifications. A technical report describes the methodology and findings in detail. This summary report covers some college qualifications.


Context

Student Characteristics

This section sets out the characteristics of students enrolled on qualifications considered in this analysis. Figures are provided for academic year 2020-21. This reporting period was impacted by the ongoing global COVID-19 pandemic which presented a unique and significant external shock to the further and higher education systems in Scotland.

The largest group of students for most qualification groups is those aged 21 or under at 49.2%, however a substantial group of learners for each qualification group are aged 22-30 or 31+ (20.8%, 30.0%). Table 3 contains Scottish-domiciled enrolments in 2020-21 by qualification and age group.

In academic year 2020-21, 95,015 students were men (47.7%), while 102,950 were women (51.6%). This balance is mainly due to the high proportion of women in the larger other undergraduate group. When excluding this group 49.8% of students were men and 49.5% were women.

As of July 2021, 1.5% of children in Scotland were looked after or on the child protection register (Scottish Government, 2022). These students are likely to leave secondary education earlier, with fewer qualifications and are less likely to achieve a positive destination. In AY 2020-21, 3.6% of full-time higher education (HE) and 9.6% of full-time further education (FE) students at college had care experience. College provides a pathway for these students to access further and higher education at any point in life. Care experience varies within the groups considered, with SCQF groups 4 & 5 having especially high proportions of care experienced enrolments relative to other groups (Table 4).

Of similar note are the Scottish Index of Multiple Deprivation (SIMD) quintiles of students in these groupings. In total 24.3% of students considered are from the 20% most deprived areas. By contrast students from the 20% least deprived areas are underrepresented at 14.7%. Looking at the numbers by level of study it is clear that this pattern is exaggerated at lower SCQF levels, with students from the 20% most deprived areas making up 30% of enrolments to SCQF level 4 courses. These students are over-represented in subsequent qualification group until SCQF 7, with the proportion falling to approximate parity at this point.

Table 3 – Scottish-domiciled enrolments on other undergraduate and SCQF vocational courses by age group, academic year 2020-21
Age group <=21 22-30 31+ Total
Other undergraduate 25,130 12,985 16,395 54,515
SCQF Level 8 620 920 2,130 3,670
SCQF Level 7 4,670 3,290 5,010 12,970
SCQF Level 6 29,315 11,915 14,225 55,455
SCQF Level 5 24,270 8,850 15,295 48,415
SCQF Level 4 14,105 3,530 6,690 24,325
Total 98,110 41,495 59,740 199,345
Table 4 – Scottish-domiciled enrolments on other undergraduate and SCQF vocational courses by care experience, academic year 2020-21
Care experience (self-reported) Care- experience No care-experience Unknown/ Information Refused Total
Other undergraduate 1,245 26,290 26,980 54,515
SCQF Level 8 55 365 3,250 3,670
SCQF Level 7 220 1,050 11,700 12,970
SCQF Level 6 1,880 7,335 46,235 55,455
SCQF Level 5 3,185 5,710 39,520 48,415
SCQF Level 4 2,005 3,770 18,550 24,325
Total 8,590 44,520 146,235 199,345
Table 5 - Scottish-domiciled enrolments on other undergraduate and SCQF vocational courses by disability, academic year 2020-21
Disability status Disability No Known Disability Unknown/ In-formation Re-fused Total
Other undergraduate 9,560 43,425 1,530 54,515
SCQF Level 8 415 2,715 540 3,670
SCQF Level 7 1,415 10,310 1,245 12,970
SCQF Level 6 8,915 43,095 3,445 55,455
SCQF Level 5 9,485 38,245 685 48,415
SCQF Level 4 6,385 16,985 955 24,325
Total 36,175 154,770 8,400 199,345
Table 6 - Scottish-domiciled enrolments on other undergraduate and SCQF vocational courses by sex, academic year 2020-21
Sex Men Women Other Prefer not to say Total
Other undergraduate 22,885 31,215 315 100 54,515
SCQF Level 8 1,640 1,995 10 20 3,670
SCQF Level 7 7,230 5,695 20 25 12,970
SCQF Level 6 29,575 25,490 160 230 55,455
SCQF Level 5 21,260 26,840 140 175 48,415
SCQF Level 4 12,420 11,710 75 115 24,325
Total 95,015 102,950 720 665 199,345
Table 7 - Scottish-domiciled enrolments on other undergraduate and SCQF vocational courses by ethnic group, academic year 2020-21
Ethnic group Asian, Asian Scottish or Asian British Black, African or Caribbean Mixed or multiple ethnic group Not known Other ethnic group White Total
Other 1,550 845 595 4,690 425 46,410 54,515
undergraduate
SCQF Level 8 80 65 35 575 20 2,890 3,670
SCQF Level 7 220 120 60 1,365 55 11,145 12,970
SCQF Level 6 1,280 760 405 3,900 390 48,715 55,455
SCQF Level 5 1,130 805 295 1,405 500 44,280 48,415
SCQF Level 4 735 675 165 1,510 485 20,755 24,325
Total 5,000 3,275 1,560 13,445 1,870 174,195 199,345
Table 8 - Scottish-domiciled enrolments on other undergraduate and SCQF vocational courses by ethnic group, academic year 2020-21
SIMD Quintile 1 (most deprived) 2 3 4 5 (least deprived) Missing/ Unknown Total
Other 21.4% 19.8% 19.6% 20.4% 18.4% 0.4% 100%
undergraduate
SCQF Level 8 15.7% 18.9% 19.5% 22.6% 22.8% 0.5% 100%
SCQF Level 7 20.7% 22.2% 21.0% 20.1% 15.6% 0.4% 100%
SCQF Level 6 23.4% 21.5% 20.3% 19.5% 14.7% 0.5% 100%
SCQF Level 5 27.1% 22.3% 20.1% 18.2% 11.9% 0.4% 100%
SCQF Level 4 30.8% 22.9% 18.4% 17.3% 10.3% 0.3% 100%

Social and Wellbeing Impacts

It is widely recognised that education can have benefits beyond earnings and employment. Such benefits may include improved health outcomes, greater social mobility, increased civic engagement and reduced crime (BIS, 2013). Other notable benefits from post-school education include greater job satisfaction, increased community engagement (DfE, 2019). These benefits are particularly important for lower-level qualifications where individuals may face multiple challenges and originate from more deprived backgrounds.

In order to more fully understand the non-economic benefits resulting from education, a social returns workstream investigated the relationship between education and wellbeing, a non- economic outcome associated with a wide range of other positive outcomes.

Research

Due to the impact of the COVID-19 pandemic, the social and wellbeing workstream focused on measuring individual wellbeing using already available datasets: the Annual Population Survey, the Apprentice Wellbeing Survey and the Graduate Outcomes Survey. Datasets were restricted to individuals who hold a Scottish school-level qualification, and a regression analysis carried out to identify marginal wellbeing returns across different learner groups and qualification types.

All findings are associations – it was not possible to determine if education itself caused improvements in wellbeing.

Findings

Analysis suggests that possessing any form of qualification is associated with reporting higher levels of personal wellbeing. Respondents with no qualifications at all consistently reported lower wellbeing than the Scottish average.

Overall, the findings suggest that there is a relationship between acquiring qualifications and individual wellbeing, however further work is needed to understand if the changes in wellbeing can be attributed to education.

Next Steps

Investigating non-economic impacts of education is at an early stage, however these initial findings are a first step in recognising education gives value beyond that captured in wages and employment status. The research to date provides the building blocks for possible future work to support decisions that take a wider definition of value into account.

Short-term Outcomes and Average Earnings

This section summarises existing information on earnings and employment outcomes associated with the completion of qualifications at Scottish colleges, from the individual perspective.

College Short-term Outcomes

Outcomes for full-time college leavers are captured through the SFC’s College Leavers Destinations Survey (SFC, 2021).

The latest set of data reflect outcomes for students studying in academic year 2019-20. Due to the COVID-19 pandemic there was a large degree of disruption both to education and the labour market. This is understood to have affected outcomes for leavers. Of the qualifiers leaving the college sector in AY 2019-20:

  • 46.9% went on to further study at university
  • 9.7% were looking for work
  • In total 84.4% achieved positive destinations

For students qualifying from courses at SCQF levels 7+, such as HNC and HND:

  • 58.8% went on to further study at university
  • 31.5% secured employment
  • 6.5% were looking for work
  • In total 90.3% achieved positive destinations

College Earnings Outcomes

The Scottish Government’s Longitudinal Education Outcomes (LEO) from Colleges experimental statistics release (2019) provides median earnings following completion of a full-time course at college. Data is disaggregated into FE students and to HNC and HND students.

Disaggregated data to match the full other undergraduate group is not available. The latest published data describes outcomes for students completing their studies in AY 2012-13. These individuals are observed early in their post qualification careers and may not yet be receiving the full benefit of their qualification. Three years after completing their qualification:

  • FE students in sustained employment had median earnings of £13,800
  • Students who completed a HNC or HND had median earnings of £15,600

For both FE and HE students a clear gap was present in median earnings by sex:

  • Men who studied Full-time further education qualifications had median earnings £2,600 more than women with the same qualification, three years after completion
  • Men with a HNC or HND qualification had median earnings £2,200 more than women with the same qualification, three years after completion

Contact

Email: stuart.king@gov.scot

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