LEO Graduate outcomes provider level data
Tax year 2017-18

Data files

Female and male median earnings comparison

Filename: female_male_earnings_subject_EES.csv
Geographic levels: National
Time period: 2017-18

Variable names and descriptions for this file are provided below:

Variable name            |  Variable description
-----------------------  |  --------------------------------------------------------------------------------------------------
mf_include               |  Number of providers where male median earnings are higher than female median earnings
no_providers             |  Number of providers with graduates in selected subject
proportion_mf_published  |  Proportion of providers where both male and female median earnings are published
proportion_mgtrf         |  Proportion of included providers where male median earnings are higher than female median earnigns
subject_name             |  Subject studied - Filter by degree subject


Median earnings by subject and tax year

Filename: tax_year_comparison_EES.csv
Geographic levels: National
Time period: 2014-15 to 2017-18

Variable names and descriptions for this file are provided below:

Variable name    |  Variable description
---------------  |  ------------------------------------------------------
earnings_median  |  Provider with median earnings 5 years after graduation
subject_name     |  Subject Name - Filter by name of subject

Footnotes:

1. Earnings figures are in pounds (£) and are rounded to the nearest £100 - excluding summary tables where further averages have been taken


Overseas graduates percentage comparison

Filename: Overseas_summary_EES.csv
Geographic levels: National
Time period: 2017-18

Variable names and descriptions for this file are provided below:

Variable name          |  Variable description
---------------------  |  -------------------------------------------------------------------
inst_type              |  Institution Type - Filter by type of institution
Institutions_Included  |  Number of providers included in the overseas percentage calculation
LQ_overseas            |  Provider with lower quartile percentage of overseas students
Max                    |  Provider with highest percentage of overseas students
Median_overseas        |  Provider with median percentage of overseas students
Min                    |  Provider with lowest percentage of overseas students
UQ_overseas            |  Provider with upper quartile percentage of overseas students


Prior attainment by subject earnings summary

Filename: PA_subject_summary_EES.csv
Geographic levels: National
Time period: 2017-18

Variable names and descriptions for this file are provided below:

Variable name     |  Variable description
----------------  |  --------------------------------------------------------------
LQ                |  Provider with lower quartile earnings 5 years after graduation
max               |  Provider with highest median earnings 5 years after graduation
median            |  Provider with median earnings 5 years after graduation
min               |  Provider with lowest median earnings 5 years after graduation
PA_band           |  Prior Attainment Band - Filter by prior attainment band
Provider_include  |  Number of providers included in the PA band calculation
subject_name      |  Subject Name - Filter by name of subject
UQ                |  Provider with upper quartile earnings 5 years after graduation

Footnotes:

1. Earnings figures are in pounds (£) and are rounded to the nearest £100 - excluding summary tables where further averages have been taken


Provider earnings summary by current region

Filename: earnings_region_1718_EES.csv
Geographic levels: National
Time period: 2017-18

Variable names and descriptions for this file are provided below:

Variable name           |  Variable description
----------------------  |  --------------------------------------------------------
current_region          |  Current Region - Filter by current region
earnings_diff           |  Difference between maximum and minimum provider earnings
earnings_LQ             |  Lower quartile provider earnings
earnings_max            |  Maximum provider earnings
earnings_median_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 in pounds (£) and are rounded to the nearest £100 - excluding summary tables where further averages have been taken
2. The number to the left of box plots represents the number of providers included in the calculation


Provider outcomes and earnings summary by subject

Filename: outcomes_earnings_provider_1718_EES.csv
Geographic levels: National
Time period: 2017-18

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  |  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. Earnings figures are in pounds (£) and are rounded to the nearest £100 - excluding summary tables where further averages have been taken
2. The number to the left of box plots represents the number of providers included in the calculation
3. Employment outcome percentages are rounded to the nearest 0.1%


Underlying data 1718

Filename: underlying_data_1718_EES.csv
Geographic levels: National
Time period: 2014-15 to 2017-18

Variable names and descriptions for this file are provided below:

Variable name                     |  Variable description
--------------------------------  |  -------------------------------------------------------------------------------
activity_not_captured_1YAG        |  Activity not captured one year after graduation
activity_not_captured_3YAG        |  Activity not captured three years after graduation
activity_not_captured_5YAG        |  Activity not captured five years after graduation
current_region                    |  Current region - Filter by region in current tax year
grads_1YAG                        |  Number of graduates one year after graduation
grads_3YAG                        |  Number of graduates three years after graduation
grads_5YAG                        |  Number of graduates five years after graduation
inst_region                       |  Provider region - Filter by region of provider
inst_type                         |  Provider Type - Filter by type of provider
matched_1YAG                      |  Number of matched graduates one year after graduation
matched_3YAG                      |  Number of matched graduates three years after graduation
matched_5YAG                      |  Number of matched graduates five years after graduation
no_sust_dest_1YAG                 |  No sustained destination one year after graduation
no_sust_dest_3YAG                 |  No sustained destination three years after graduation
no_sust_dest_5YAG                 |  No sustained destination five years after graduation
PAYE_earnings_include_1YAG        |  Number included in PAYE earnings figures one year after graduation
PAYE_earnings_include_3YAG        |  Number included in PAYE earnings figures three years after graduation
PAYE_earnings_include_5YAG        |  Number included in PAYE earnings figures five years after graduation
PAYE_earnings_LQ_1YAG             |  Lower quartile PAYE earnings one year after graduation
PAYE_earnings_LQ_3YAG             |  Lower quartile PAYE earnings three years after graduation
PAYE_earnings_LQ_5YAG             |  Lower quartile PAYE earnings five years after graduation
PAYE_earnings_median_1YAG         |  Median PAYE earnings one year after graduation
PAYE_earnings_median_3YAG         |  Median PAYE earnings three years after graduation
PAYE_earnings_median_5YAG         |  Median PAYE earnings five years after graduation
PAYE_earnings_UQ_1YAG             |  Upper quartile PAYE earnings one year after graduation
PAYE_earnings_UQ_3YAG             |  Upper quartile PAYE earnings three years after graduation
PAYE_earnings_UQ_5YAG             |  Upper quartile PAYE earnings five years after graduation
provider_name                     |  Provider name - Filter by name of provider
sex                               |  Graduate sex - Filter by sex of graduates
subject_name                      |  Subject studied - Filter by degree subject
sust_emp_fs_or_both_1YAG          |  Sustained employment further study or both one year after graduation
sust_emp_fs_or_both_3YAG          |  Sustained employment further study or both three years after graduation
sust_emp_fs_or_both_5YAG          |  Sustained employment further study or both five years after graduation
sust_emp_only_1YAG                |  Sustained employment only one year after graduation
sust_emp_only_3YAG                |  Sustained employment only three years after graduation
sust_emp_only_5YAG                |  Sustained employment only five years after graduation
sust_emp_with_or_without_fs_1YAG  |  Sustained employment with or without further study one year after graduation
sust_emp_with_or_without_fs_3YAG  |  Sustained employment with or without further study three years after graduation
sust_emp_with_or_without_fs_5YAG  |  Sustained employment with or without further study five years after graduation
total_earnings_include_1YAG       |  Number included in total earnings figures one year after graduation
total_earnings_include_3YAG       |  Number included in total earnings figures three years after graduation
total_earnings_include_5YAG       |  Number included in total earnings figures five years after graduation
total_earnings_LQ_1YAG            |  Lower quartile total earnings one year after graduation
total_earnings_LQ_3YAG            |  Lower quartile total earnings three years after graduation
total_earnings_LQ_5YAG            |  Lower quartile total earnings five years after graduation
total_earnings_median_1YAG        |  Median total earnings one year after graduation
total_earnings_median_3YAG        |  Median total earnings three years after graduation
total_earnings_median_5YAG        |  Median total earnings five years after graduation
total_earnings_UQ_1YAG            |  Upper quartile total earnings one year after graduation
total_earnings_UQ_3YAG            |  Upper quartile total earnings three years after graduation
total_earnings_UQ_5YAG            |  Upper quartile total earnings five years after graduation
ukprn                             |  Provider reference number - Filter by provider reference number
unmatched_percent_1YAG            |  Unmatched graduates one year after graduation
unmatched_percent_3YAG            |  Unmatched graduates three years after graduation
unmatched_percent_5YAG            |  Unmatched graduates five years after graduation
xinstc01                          |  Provider country - Filter by country of provider

Footnotes:

1. Earnings figures are in pounds (£) and are rounded to the nearest £100 - excluding summary tables where further averages have been taken
2. A 'c' means data have been suppressed due to small numbers to prevent disclosure
3. All populations are rounded to the nearest 5 full-person equivalent (FPE) individuals
4. Employment outcome percentages are rounded to the nearest 0.1%


Weighted Earnings Data 1718

Filename: weighted_earnings_EES.csv
Geographic levels: National
Time period: 2017-18

Variable names and descriptions for this file are provided below:

Variable name                      |  Variable description
---------------------------------  |  ----------------------------------------------------------------------
inst_region                        |  Provider region - Filter by region of provider
provider_name                      |  Provider name - Filter by name of provider
total_earnings_num_included_1_YAG  |  Number included in total earnings figures one year after graduation
total_earnings_num_included_3_YAG  |  Number included in total earnings figures three years after graduation
total_earnings_num_included_5_YAG  |  Number included in total earnings figures five years after graduation
total_LQ_1_YAG                     |  Lower quartile total earnings one year after graduation
total_LQ_3_YAG                     |  Lower quartile total earnings three years after graduation
total_LQ_5_YAG                     |  Lower quartile total earnings five years after graduation
total_median_1_YAG                 |  Median total earnings one year after graduation
total_median_3_YAG                 |  Median total earnings three years after graduation
total_median_5_YAG                 |  Median total earnings five years after graduation
total_UQ_1_YAG                     |  Upper quartile total earnings one year after graduation
total_UQ_3_YAG                     |  Upper quartile total earnings three years after graduation
total_UQ_5_YAG                     |  Upper quartile total earnings five years after graduation
ukprn                              |  Provider reference number - Filter by provider reference number
weighted_LQ_1_YAG                  |  Weighted Lower quartile total earnings one year after graduation
weighted_LQ_3_YAG                  |  Weighted Lower quartile total earnings three years after graduation
weighted_LQ_5_YAG                  |  Weighted Lower quartile total earnings five years after graduation
weighted_median_1_YAG              |  Weighted Median total earnings one year after graduation
weighted_median_3_YAG              |  Weighted Median total earnings three years after graduation
weighted_median_5_YAG              |  Weighted Median total earnings five years after graduation
weighted_UQ_1_YAG                  |  Weighted Upper quartile total earnings one year after graduation
weighted_UQ_3_YAG                  |  Weighted Upper quartile total earnings three years after graduation
weighted_UQ_5_YAG                  |  Weighted Upper quartile total earnings five years after graduation

Footnotes:

1. Earnings figures are in pounds (£) and are rounded to the nearest £100 - excluding summary tables where further averages have been taken
2. All populations are rounded to the nearest 5 full-person equivalent (FPE) individuals


Weighted Earnings Regional Impact 1718

Filename: weighted_provider_distribution_EES.csv
Geographic levels: National
Time period: 2017-18

Variable names and descriptions for this file are provided below:

Variable name                        |  Variable description
-----------------------------------  |  ----------------------------------------------------------------------------------------------------------------------
actual_median_over_5_percent_higher  |  Proportion of included institutions where actual median earnings are more than 5% higher than adjusted median earnings
actual_median_over_5_percent_lower   |  Proportion of included institutions where actual median earnings are more than 5% lower than adjusted median earnings
actual_median_within_5_percent       |  Proportion of included institutions where actual median earnings are within 5% of adjusted median earnings
inst_region                          |  Institution Region - Filter by region of institution
provider_include                     |  Number of institutions included in region
