Data set from Outcomes for children in need, including children looked after by local authorities in England

National - Key Stage 4 (KS4)

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Key Stage 4 attainment and progress by special educational need and social care group.

Data set details

Theme
Children's social care
Publication
Outcomes for children in need, including children looked after by local authorities in England
Release type
Number of rows
868
Geographic levels
National
Indicators
  • Average Attainment 8 score of all pupils
  • Average EBacc APS score per pupil
  • Average Progress 8 score of all pupils
  • Progress 8 lower 95% confidence interval
  • Progress 8 upper 95% confidence interval
  • Percentage of pupils achieving grades 5 or above in English and mathematics GCSEs
  • Percentage of pupils achieving grades 4 or above in English and mathematics GCSEs
  • Percentage of pupils entering the English Baccalaureate
  • Percentage of pupils achieving the English Baccalaureate (grades 5 or above in English and maths, A*-C in unreformed subjects)
  • Percentage of pupils achieving the English Baccalaureate (grades 4 or above in English and maths, A*-C in unreformed subjects)
  • Total number of pupils at the end of key stage 4
  • Total sum of pupils Attainment 8 scores
  • Total number of pupils achieving grades 5 or above in English and mathematics GCSEs
  • Total number of pupils achieving grades 4 or above in English and mathematics GCSEs
  • Total number of pupils entering the English Baccalaureate
  • Total number of pupils achieving the English Baccalaureate (grades 5 or above in English and maths, A*-C in unreformed subjects)
  • Total number of pupils achieving the English Baccalaureate (grades 4 or above in English and maths, A*-C in unreformed subjects)
  • Total EBacc APS score of pupils
  • Total number of pupils included in Progress 8 measure
  • Total sum of pupils Progress 8 scores
Filters
  • Ethnicity
  • Social care group
  • Special Educational Needs status
Time period
2016/17 to 2021/22

Data set preview

Table showing first 5 rows, from underlying data
time_periodtime_identifiergeographic_levelcountry_codecountry_namesocial_care_grouppupil_sen_statusethnicity_majorversiont_pupilst_att8avg_att8t_l2basics_95pt_l2basics_95t_l2basics_94pt_l2basics_94t_ebacc_e_ptq_eept_ebacc_e_ptq_eet_ebacc_95pt_ebacc_95t_ebacc_94pt_ebacc_94t_ebaccapsavg_ebaccapst_inp8calct_p8scoreavg_p8scorep8score_CI_lowp8score_CI_upp
202122Academic yearNationalE92000001EnglandAll pupils comparisonAll pupilsAll pupilsRevised58766028659197.5648.829257049.840431068.822760038.711912020.315729026.82511502.054.27553530-16783.583-0.03-0.03-0.03
202122Academic yearNationalE92000001EnglandAll pupils comparisonAll pupilsAsian/Asian BritishRevised692603810274.45554304062.15371077.53577051.61996028.82518036.4343328.344.966189034285.5430.550.540.57
202122Academic yearNationalE92000001EnglandAll pupils comparisonAll pupilsBlack/African/Caribbean/Black BritishRevised360701753492.0148.61783049.42486068.91687046.8733020.31045029155312.454.31317505672.1730.180.160.19
202122Academic yearNationalE92000001EnglandAll pupils comparisonAll pupilsMixed/Multiple ethnic groupsRevised340701682077.0249.41699049.92333068.51433042.1760022.3992029.1148425.184.3631610-1339.491-0.04-0.06-0.03
202122Academic yearNationalE92000001EnglandAll pupils comparisonAll pupilsOther ethnic groupRevised11980594305.6349.6624052.1821068.6617051.5301025.239603354221.884.5392104952.2310.540.510.57

Variables in this data set

Table showing all 23 variables
Variable nameVariable description
avg_att8Average Attainment 8 score of all pupils
avg_ebaccapsAverage EBacc APS score per pupil
avg_p8scoreAverage Progress 8 score of all pupils
ethnicity_majorEthnicity - Filter by ethnicity
p8score_CI_lowProgress 8 lower 95% confidence interval
p8score_CI_uppProgress 8 upper 95% confidence interval
pt_ebacc_94Percentage of pupils achieving the English Baccalaureate (grades 4 or above in English and maths, A*-C in unreformed subjects)
pt_ebacc_95Percentage of pupils achieving the English Baccalaureate (grades 5 or above in English and maths, A*-C in unreformed subjects)
pt_ebacc_e_ptq_eePercentage of pupils entering the English Baccalaureate
pt_l2basics_94Percentage of pupils achieving grades 4 or above in English and mathematics GCSEs
pt_l2basics_95Percentage of pupils achieving grades 5 or above in English and mathematics GCSEs
pupil_sen_statusSpecial Educational Needs status - Filter by Special Educational Needs status
social_care_groupSocial care group - Filter by social care group
t_att8Total sum of pupils Attainment 8 scores
t_ebacc_94Total number of pupils achieving the English Baccalaureate (grades 4 or above in English and maths, A*-C in unreformed subjects)
t_ebacc_95Total number of pupils achieving the English Baccalaureate (grades 5 or above in English and maths, A*-C in unreformed subjects)
t_ebacc_e_ptq_eeTotal number of pupils entering the English Baccalaureate
t_ebaccapsTotal EBacc APS score of pupils
t_inp8calcTotal number of pupils included in Progress 8 measure
t_l2basics_94Total number of pupils achieving grades 4 or above in English and mathematics GCSEs
t_l2basics_95Total number of pupils achieving grades 5 or above in English and mathematics GCSEs
t_p8scoreTotal sum of pupils Progress 8 scores
t_pupilsTotal number of pupils at the end of key stage 4

Footnotes

  1. Special educational needs (SEN) status is taken from both the school census and the alternative provision census. The Key Stage 4 data includes pupils for whom SEN status could not be determined. More detailed information on the SEN data published within this release is available in the accompanying methodology.
  2. Due to the impact of the COVID-19 pandemic, the summer examination series was cancelled in both 2020 and 2021, and alternative processes set up to award grades. The method to award grades was different in 2021 to that in 2020. The changes to the way GCSE grades were awarded in these two years means 2019/20 and 2020/21 pupil attainment data should not be directly compared to pupil attainment data from previous or later years for the purposes of measuring year on year changes in pupil performance. More detailed information on the Key Stage 4 data published within this release is available in the accompanying methodology.

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Python
import pandas as pd

pd.read_csv("https://explore-education-statistics.service.gov.uk/data-catalogue/data-set/2c4edfb3-7086-4cfe-aa74-c3672d7855c9/csv")
R
read.csv("https://explore-education-statistics.service.gov.uk/data-catalogue/data-set/2c4edfb3-7086-4cfe-aa74-c3672d7855c9/csv")

Contact us

If you have a specific enquiry about National - Key Stage 4 (KS4) statistics and data:

Children Looked After Data Team

Email: CLA.STATS@education.gov.uk
Contact name: Bree Waine