Datasets and analysis

results picThe datasets and analyses provided here are available to members only. A password is required. If your institution is a member and you have forgotten your password, please contact us.

Click on the links in the right hand menu to access the datasets. The descriptions and sources may be found in the drop down boxes below.

Some of the datasets have been grouped by university Mission Group.  On 8th November, 2013, it was announced that the 1994 Group was to be disbanded so the data extracts and analyses have been updated to reflect this.

Many of the datasets to be found here are provided by the Higher Education Statistics Agency Limited (HESA). HESA does not accept responsibility for any inferences or conclusions derived from the HESA Data by third parties. HESA shall not have any liability (however caused) for any loss of profit, business, contracts, revenues, increased costs or expenses or any indirect or consequential loss arising from the use of its Higher Education Information Database for Institutions (HEIDI) or its unavailability.

Academic staff numbers

Numbers of academic staff in each of the engineering cost centres profiled by contract type (research, teaching, teaching and research), nationality (UK, other EU, non EU) and professorial status. Segmented at both sector and mission group level. Source: HEIDI/HE staff/Full-time equivalent/Activity (detailed)/Academic Professional/Terms of employment/Open-ended/permanent/Cost Centre (2004/05 onwards)/Engineering discipline/Academic employment function


10 year trend of accepted applications to engineering disciplines (compared with national trend for other disciplines). Shows share by Mission Group and devolved administration. Source: UCAS:


Non-continuation rates for full-time first degree entrants to higher education institutions (HEIs) in England in 2010/11 are provided.  HESA tracks students from the year they enter an institution to the following year (for full-time students) or the following two years (for part-time students) and provides information about where the students are in that year: continuing at the same institution (either on the same course or elsewhere in the institution), transfer to another institution, or absent from higher education completely.  Source:

Degree classification

Classification of first degree outcomes by engineering discipline and mission group. Source: HEIDI/HE student qualifiers/Full-person equivalent/JACS Principal Subject (2007/08 onwards)/(Hn) engineering

Destination of leavers from higher education -DLHE

Proportion of students in full time employment or further study 6 months after graduation (by level of study). Source: HEIDI/Destinations data/year/Target population/Highest Qualification Obtained/JACS Principal Subject (2007/08 onwards)/subject

Expenditure by academic cost centre

Expenditure profiles for each engineering discipline at sector level and for each of the Mission Groups. Also compares the engineering spending profile with total expenditure in academic departments at sector level. Provides a tool to allow benchmarking of an individual institution with up to 5 others. Source: HEIDI/Finance Return (£000s)/Table 7 Expenditure by Activity/Academic departments/Cost Centre/Engineering discipline/Cost component

Gender benchmarking – staff and students

If you’re applying for Athena-SWAN recognition, you may be asked to provide a comparison of your institution’s proportion of female staff and students with the national proportion for that discipline.  Here, you can access the statistics for the engineering sub disciplines for both staff and students.

National Student Survey – NSS

Summary of National Student Survey outcome by engineering discipline with full downloadable datasets at institutional level. Source: HEFCE NSS Results

Research Assessment Exercise -RAE2008 and HEFCE QR funding dataset to 2014/15

Information about how the outcome of RAE08 is used to determine HEFCE QR funding and position in university rankings. Downloadable files of summary stats for engineering Units of Assessment.  Source:

Research Excellence Framework-REF2014

Downloadable tool for institutional comparison. Downloadable summaries of summary statistics for engineering units of assessment. Source:

RGC income by academic cost centre

Research Grants and Contracts income profiles for each engineering discipline at sector level and for each of the Mission Groups. Also compares the engineering income profile with that of the total for all academic departments at sector level. Provides a tool to allow benchmarking of an individual institution with up to 5 others. Source: HEIDI/Finance Return (£000s)/Table 4: Research grants and contracts – breakdown of income by cost centre/Academic departments/Item/Income source

Student numbers and profiling

Student numbers for each of the engineering disciplines together with some profiling (domicile, gender by level of study) are available. Results of the 2012/13 Recruitment and Admissions poll may also be found here. Source: Student numbers 2007/08-2010/11: HEIDI/HE students/Full-time equivalent/JACS principal subject of module/(Hn) Engineering discipline

Student-staff ratios

SSRs have been calculated from HESA data by totalling the number of students, at all levels of study (PGR, PGT, UG (first degree) and UG (other)) in JACS Code H (H0 to H9) and dividing by the total number of academic staff on either a permanent teaching only or teaching plus research contract in Cost Centres 16, 17, 18, 19, 20 and 21. Source: HEIDI/ from Student and staff numbers as above

Tariff score on entry

Proportion of accepted applicants banded by tariff score on entry by engineering discipline and mission group. Source: HEIDI/UCAS accepted applicants/UCAS JACS Subject Line/tariff band/(Hn) engineering discipline