LEO Graduate outcomes provider level data
Tax year 2020-21

Description

Underlying data files for the tables and charts in the LEO Graduate Outcomes provider level data publication.

Coverage

Employment and earnings outcomes for graduates of English Higher Education Institutions (HEIs), one, three, and five years after graduation (YAG), 2014/15 to 2020/21 tax year.

File formats and conventions

Format

Files are Comma Separated Value (CSV)

Conventions

- Earnings figures are rounded to the nearest £100
- Employment outcome percentages are rounded to the nearest 0.1%
- c = data has been supressed due to small numbers. z = there is no result (N/A)

Data files

Current Region Underlying Data 2021

Filename: current_region_map_2021_ees.csv
Geographic levels: Regional
Time period: 2020-21
Content summary: Description

Underlying data file for the ‘Earnings outcomes by current region’ section of the LEO Graduate Outcomes provider level data publication.

Coverage

Median earnings across HEIs for each provider region and graduates' current region of residence five years after graduation, UK domiciled male and female first degree graduates from HEIs in Great Britain, 2020/21 tax year.

File formats and conventions

Format

Files are Comma Separated Value (CSV)

Conventions

- Earnings figures are rounded to the nearest £100
- c = data has been supressed due to small numbers. z = there is no result (N/A)

Variable names and descriptions for this file are provided below:

Variable name             |  Variable description
------------------------  |  ---------------------------------------
inst_region               |  Region of HEI - Filter by region of HEI
median_provider_earnings  |  Median provider median earnings
num_providers             |  Number of providers with earnings data

Footnotes:

1. The number of providers included for each group varies and is available in the table accompanying this figure
2. Earnings figures are rounded to the nearest £100
3. In the 2020/21 tax year, 5 YAG (five years after graduation) relates to those who graduated in the 2014/15 academic year


Distribution by Subject and Sex Underlying Data 2021

Filename: distribution_subject_sex_ees.csv
Geographic levels: National
Time period: 2020-21
Content summary: Description

Underlying data file for the ‘Earnings by subject and sex’ section of the LEO Graduate Outcomes provider level data publication.

Coverage

Comparison of median earnings across HEIs between male and female graduates for each subject area five years after graduation, UK domiciled male and female first degree graduates from HEIs in Great Britain, 2020/21 tax year.

File formats and conventions

Format

Files are Comma Separated Value (CSV)

Conventions

- Percentages are rounded to the nearest 0.1%
- c = data has been supressed due to small numbers. z = there is no result (N/A)

Variable names and descriptions for this file are provided below:

Variable name                      |  Variable description
---------------------------------  |  -----------------------------------------------------------------------------------------------------------
equal_within_5pct                  |  Proportion of included providers where the difference was less than 5%
female_5_15_pct_greater            |  Proportion of included providers where female median earnings were 5%-15% greater than male median earnings
female_over_15_pct_greater         |  Proportion of included providers where female median earnings were 15%+ greater than male median earnings
male_5_15_pct_greater              |  Proportion of included providers where female median earnings were 5%-15% lower than male median earnings
male_over_15_pct_greater           |  Proportion of included providers where female median earnings were 15%+ lower than male median earnings
num_providers                      |  Number of providers with earnings data for male and female graduates
prop_equal                         |  Proportion of included providers where female median earnings are equal to male median earnings
prop_female_earnings_greater       |  Proportion of included providers where female median earnings are higher than male median earnings
prop_male_earnings_greater         |  Proportion of included providers where female median earnings are lower than male median earnings
providers_earnings_equal           |  Number of providers where female median earnings are equal to male median earnings
providers_female_earnings_greater  |  Number of providers where female median earnings are higher than male median earnings
providers_male_earnings_greater    |  Number of providers where female median earnings are lower than male median earnings
subject_name                       |  Subject name - Filter by name of subject

Footnotes:

1. The number of providers included for each group varies and is available in the table accompanying this figure
2. All percentages are rounded to the nearest 0.1%
3. In the 2020/21 tax year, 5 YAG (five years after graduation) relates to those who graduated in the 2014/15 academic year


Earnings and Outcomes by Prior Attainment and Subject Underlying Data 2021

Filename: earnings_prior_att_subject_ees.csv
Geographic levels: National
Time period: 2020-21
Content summary: Description

Underlying data file for the ‘Median earnings and prior attainment by provider’ section of the LEO Graduate Outcomes provider level data publication.

Coverage

Earnings data by prior attainment bands across HEIs for each subject area five years after graduation, UK domiciled male and female first degree graduates from HEIs in Great Britain, 2020/21 tax year.

File formats and conventions

Format

Files are Comma Separated Value (CSV)

Conventions

- Earnings figures are rounded to the nearest £100
- Percentages are rounded to the nearest 0.1%
- c = data has been supressed due to small numbers. z = there is no result (N/A)

Variable names and descriptions for this file are provided below:

Variable name      |  Variable description
-----------------  |  -------------------------------------------------------
earnings_LQ        |  Lower quartile provider earnings
earnings_max       |  Maximum provider earnings
earnings_median    |  Median provider earnings
earnings_min       |  Minimum provider earnings
earnings_UQ        |  Upper quartile provider earnings
PA_band            |  Prior Attainment Band - Filter by prior attainment band
prop_in_PA_band    |  Proportion of providers in the prior attainment band
providers_include  |  Number of providers in the prior attainment band
subject_name       |  Subject Name - Filter by name of subject

Footnotes:

1. The number of providers included for each group varies and is available in the table accompanying this figure
2. All percentages are rounded to the nearest 0.1%
3. Earnings figures are rounded to the nearest £100
4. In the 2020/21 tax year, 5 YAG (five years after graduation) relates to those who graduated in the 2014/15 academic year


Earnings by Region Underlying Data 2021

Filename: earnings_region_2021_ees.csv
Geographic levels: National
Time period: 2020-21
Content summary: Description

Underlying data file for the ‘Earnings outcomes by current region’ section of the LEO Graduate Outcomes provider level data publication.

Coverage

Earnings data across HEIs for each graduates' current region of residence five years after graduation, UK domiciled male and female first degree graduates from HEIs in Great Britain, 2020/21 tax year.

File formats and conventions

Format

Files are Comma Separated Value (CSV)

Conventions

- Earnings figures are rounded to the nearest £100
- c = data has been supressed due to small numbers. z = there is no result (N/A)

Variable names and descriptions for this file are provided below:

Variable name       |  Variable description
------------------  |  --------------------------------------------------------
current_region      |  Region - Filter by region
earnings_diff       |  Difference between maximum and minimum provider earnings
earnings_LQ         |  Lower quartile provider earnings
earnings_max        |  Maximum provider earnings
earnings_median     |  Median provider earnings
earnings_min        |  Minimum provider earnings
earnings_UQ         |  Upper quartile provider earnings
providers_earnings  |  Number of providers included for earnings

Footnotes:

1. Earnings figures are rounded to the nearest £100
2. In the 2020/21 tax year, 5 YAG (five years after graduation) relates to those who graduated in the 2014/15 academic year


Interaction of Region and Earnings Underlying Data 2021

Filename: impact_of_region_data_2021_ees.csv
Geographic levels: National
Time period: 2020-21
Content summary: Description

Underlying data file for the ‘Effect of region at provider level’ section of the LEO Graduate Outcomes provider level data publication.

Coverage

Comparison of raw median earnings and regionally adjusted median earnings across HEIs by provider region five years after graduation, UK domiciled male and female first degree graduates from HEIs in Great Britain, 2020/21 tax year.

File formats and conventions

Format

Files are Comma Separated Value (CSV)

Conventions

- Percentages are rounded to the nearest 0.1%
- c = data has been supressed due to small numbers. z = there is no result (N/A)

Variable names and descriptions for this file are provided below:

Variable name         |  Variable description
--------------------  |  --------------------------------------------------------------------------------------------------------------------
decrease_5_10_pct     |  Proportion of included institutions where adjusted earnings are more than 5% to 10% lower than raw median earnings
decrease_over_10_pct  |  Proportion of included institutions where adjusted earnings are more than 10% lower than raw median earnings
increase_5_10_pct     |  Proportion of included institutions where  adjusted earnings are more than 5% to 10% higher than raw median earnings
increase_over_10_pct  |  Proportion of included institutions where  adjusted earnings are more than 10% higher than raw median earnings
inst_region           |  Region of Institution - Filter by name of subject
num_providers         |  Number of providers included in the adjusted earnings calculation
within_5_pct          |  Proportion of included institutions where  adjusted earnings are within 5% of raw median earnings

Footnotes:

1. The number of providers included for each group varies and is available in the table accompanying this figure
2. All percentages are rounded to the nearest 0.1%
3. In the 2020/21 tax year, 5 YAG (five years after graduation) relates to those who graduated in the 2014/15 academic year


Outcomes and Earnings by Subject Underlying Data 2021

Filename: outcomes_earnings_subject_2021_ees.csv
Geographic levels: National
Time period: 2020-21
Content summary: Description

Underlying data file for the ‘Earnings outcomes' and ‘ Employment outcomes across providers and subjects’ sections of the LEO Graduate Outcomes provider level data publication.

Coverage

Employment and earnings outcomes across HEIs for each subject area five years after graduation, UK domiciled male and female first degree graduates from HEIs in Great Britain, 2020/21 tax year

File formats and conventions

Format

Files are Comma Separated Value (CSV)

Conventions

- Earnings figures are rounded to the nearest £100
- Employment outcome percentages are rounded to the nearest 0.1%
- c = data has been supressed due to small numbers. z = there is no result (N/A)

Variable names and descriptions for this file are provided below:

Variable name       |  Variable description
------------------  |  -------------------------------------------------------------------------------------------------------
earnings_diff       |  Difference between maximum and minimum provider earnings
earnings_LQ         |  Lower quartile provider earnings
earnings_max        |  Maximum provider earnings
earnings_median     |  Median provider earnings
earnings_min        |  Minimum provider earnings
earnings_UQ         |  Upper quartile provider earnings
outcomes_diff       |  Difference between maximum and minimum provider graduates in sustained employment further study or both
outcomes_LQ         |  Lower quartile provider graduates in sustained employment further study or both
outcomes_max        |  Maximum provider graduates in sustained employment further study or both
outcomes_median     |  Median provider graduates in sustained employment further study or both
outcomes_min        |  Minimum provider graduates in sustained employment further study or both
outcomes_UQ         |  Upper quartile provider graduates in sustained employment further study or both
providers_earnings  |  Number of providers included for earnings
providers_outcomes  |  Number of providers included for outcomes
subject_name        |  Subject name - Filter by name of subject

Footnotes:

1. All percentages are rounded to the nearest 0.1%
2. Earnings figures are rounded to the nearest £100
3. In the 2020/21 tax year, 5 YAG (five years after graduation) relates to those who graduated in the 2014/15 academic year


Tax Year Comparison Underlying Data 2021

Filename: tax_year_comparison_2021_ees.csv
Geographic levels: National
Time period: 2020-21
Content summary: Description

Underlying data file for the ‘Comparison of outcomes between tax years' section of the LEO Graduate Outcomes provider level data publication.

Coverage

Comparison of median earnings in the 2014/15 and 2018/19 tax years across HEIs for each subject area five years after graduation, UK domiciled male and female first degree graduates from HEIs in Great Britain, 2020/21 tax year.

File formats and conventions

Format

Files are Comma Separated Value (CSV)

Conventions

- Percentages are rounded to the nearest 0.1%
- c = data has been supressed due to small numbers. z = there is no result (N/A)

Variable names and descriptions for this file are provided below:

Variable name                        |  Variable description
-----------------------------------  |  ------------------------------------------------------------------------------------------------
num_providers_1415_2021              |  Number of providers with earnings data for 14/15 and 20/21 tax years
prop_10_20_pct_increase_1415_2021    |  Proportion of providers with 20/21 median earnings 10% to 20% greater than 14/15 median earnings
prop_20_plus_pct_increase_1415_2021  |  Proportion of providers with 20/21 median earnings over 20% greater than 14/15 median earnings
prop_5_10_pct_increase_1415_2021     |  Proportion of providers with 20/21 median earnings 5% to 10% greater than 14/15 median earnings
prop_5_plus_pct_decrease_1415_2021   |  Proportion of providers with 20/21 median earnings more than 5% lower than 14/15 median earnings
prop_within_5_pct_1415_2021          |  Proportion of providers with 20/21 median earnings within 5% of the 14/15 median earnings
subject_name                         |  Subject name - Filter by name of subject

Footnotes:

1. The number of providers included for each group varies and is available in the table accompanying this figure
2. All percentages are rounded to the nearest 0.1%
3. In the 2020/21 tax year, 5 YAG (five years after graduation) relates to those who graduated in the 2014/15 academic year


Adjusted Earnings by Region Underlying Data 2021

Filename: adjusted_earnings_region_data_2021_ees.csv
Geographic levels: National
Time period: 2020-21
Content summary: Description

Underlying data file for the ‘Effect of region at provider level’ section of the LEO Graduate Outcomes provider level data publication.

Coverage

Regionally adjusted median earnings across HEIs by provider region five years after graduation, UK domiciled male and female first degree graduates from HEIs in Great Britain, 2020/21 tax year.

File formats and conventions

Format

Files are Comma Separated Value (CSV)

Conventions

- Earnings figures are rounded to the nearest £100
- c = data has been supressed due to small numbers. z = there is no result (N/A)

Variable names and descriptions for this file are provided below:

Variable name    |  Variable description
---------------  |  --------------------------------------------------------
earnings_diff    |  Difference between maximum and minimum provider earnings
earnings_LQ      |  Lower quartile provider earnings
earnings_max     |  Maximum provider earnings
earnings_median  |  Median provider earnings
earnings_min     |  Minimum provider earnings
earnings_UQ      |  Upper quartile provider earnings
inst_region      |  Provider region - Filter by region
num_provider     |  Number of providers included for earnings

Footnotes:

1. Earnings figures are rounded to the nearest £100
2. In the 2020/21 tax year, 5 YAG (five years after graduation) relates to those who graduated in the 2014/15 academic year
