Associations Between Characteristics of Students (ABCS) part-time progression model results datafile,,,,, Published as official statistics by the Office for Students on 30th September 2022,,,,, "This workbook provides the parameter estimates from the statistical model for the Office for Students' ABCS part-time progression measure, which uses student, geographic and study characteristics to predict progression to employment and further study. ",,,,, Details of the methodology used to create these quintiles can be found in the ABCS publication:,,,,, https://www.officeforstudents.org.uk/data-and-analysis/associations-between-characteristics-of-students,,,,, ,,,,, Population,,,,, UK domiciled part-time undergraduate respondents at English providers to the Graduate Outcomes survey who graduated in the academic years 2017-18 to 2018-19,,,,, ,,,,, Data sources,,,,, "The data tables presented in this workbook were produced using data from the following sources, for the population of learners described above.",,,,, - the National Pupil Database (NPD) provided by the Department for Education;,,,,, - the Higher Education Statistics Agency’s (HESA’s) student record; ,,,,, " - the HESA Alternative Provider (AP), or Student Alternative (SA), record; ",,,,, - the Education and Skills Funding Agency’s (ESFA’s) individualised learner record (ILR);,,,,, - the Graduate Outcomes survey,,,,, ,,,,, Notes,,,,, 1. This datafile contains 125 data lines.,,,,, 2. Please note this analysis contains data sourced from the Department for Education’s National Pupil Database. The DfE do not accept responsibility for any inferences or conclusions derived from the NPD data by third parties.,,,,, "3. The characteristics used to inform this measure are: age group, disability, ethnicity, sex, IDACI, IMD, Adult HE quintile, local or distance learner. Full definitions and reference categories for each characteristic can be found in the report at the link above.",,,,, "4. All parameter estimates and standard errors are rounded to two decimal places, while p-values are rounded to four decimal places.",,,,, 5. A zero coefficient and a blank standard error and p-value indicates that the statistical model was unable to estimate parameters for the combination of factors shown.,,,,, ,,,,, The Office for Students is committed to following the Code of Practice for the statistics it produces. Details can be found on the website of the UK Statistics Authority at www.statisticsauthority.gov.uk/code-of-practice/.,,,,, ,,,,, Enquiries,,,,, "For enquiries regarding this data, please contact: ",,,,, "Jules Clayton, Senior Analyst",,,,, official.statistics@officeforstudents.org.uk,,,,, ,,,,, Table 1: Parameter estimates for ABCS part-time progression,,,,, Effect,Variable 1,Variable 2,Coefficient,Standard error,p-value Intercept,,,2.12,0.1,<.0001 Adult HE,Quintile 1,,-0.27,0.06,<.0001 Adult HE,Quintile 2,,-0.16,0.05,0.0018 Adult HE,Quintile 3,,-0.14,0.05,0.0065 Adult HE,Quintile 4,,-0.06,0.05,0.2255 Adult HE,Unknown or N/A,,0.31,0.32,0.3389 Age group,18 and under,,-0.75,0.34,0.0277 Age group,19,,-1.06,0.34,0.0019 Age group,20,,-1.04,0.34,0.0022 Age group,21-25,,-0.23,0.09,0.0136 Age group,31-40,,0.16,0.1,0.1299 Age group,41-50,,0.22,0.11,0.0463 Age group,51+,,0.18,0.14,0.2007 Disability,Cognitive or learning difficulties,,0.05,0.07,0.4581 Disability,Mental health condition,,-0.47,0.09,<.0001 Disability,Multiple or other impairments,,-0.18,0.07,0.0065 Disability,"Sensory, medical or physical impairments",,-0.07,0.09,0.4189 Disability,Social or communication impairment,,-0.45,0.23,0.0514 Ethnicity,Asian or Asian British - Bangladeshi,,-0.23,1.11,0.837 Ethnicity,Asian or Asian British - Indian,,0.37,0.34,0.2721 Ethnicity,Asian or Asian British - Pakistani,,-1.33,0.4,0.001 Ethnicity,Asian or Asian British - other,,-0.77,0.37,0.0381 Ethnicity,Black or black British - African,,0.87,0.47,0.0626 Ethnicity,Black or black British - Caribbean,,0.72,0.61,0.2368 Ethnicity,Black or black British - other,,1.01,1.05,0.3344 Ethnicity,Mixed - white and Asian,,-0.16,0.51,0.7509 Ethnicity,Mixed - white and black African,,-0.95,0.63,0.1347 Ethnicity,Mixed - white and black Caribbean,,0.3,0.54,0.5804 Ethnicity,Mixed - other,,-0.6,0.4,0.14 Ethnicity,Other ethnic group,,0.14,0.49,0.7681 Ethnicity,Refused or unknown,,0.21,0.31,0.507 IDACI,Quintile 1,,0.04,0.09,0.6511 IDACI,Quintile 2,,0.02,0.08,0.8373 IDACI,Quintile 3,,-0.08,0.06,0.2177 IDACI,Quintile 4,,-0.04,0.05,0.4706 IDACI,Unknown or N/A,,0,, IMD,Quintile 1,,-0.35,0.09,0.0001 IMD,Quintile 2,,-0.22,0.07,0.0028 IMD,Quintile 3,,-0.12,0.06,0.0568 IMD,Quintile 4,,-0.04,0.05,0.4994 IMD,Unknown or N/A,,-0.31,0.07,<.0001 Local or distance learner,Distance,,-0.61,0.1,<.0001 Local or distance learner,Local,,-0.3,0.11,0.0057 Sex,Male,,-0.05,0.06,0.4064 Age group*Local or distance learner,18 and under,Distance,-0.03,0.18,0.8884 Age group*Local or distance learner,18 and under,Local,-0.12,0.18,0.4921 Age group*Local or distance learner,19,Distance,0.29,0.18,0.1104 Age group*Local or distance learner,19,Local,-0.13,0.17,0.4727 Age group*Local or distance learner,20,Distance,0.25,0.18,0.1575 Age group*Local or distance learner,20,Local,-0.09,0.17,0.5789 Age group*Local or distance learner,21-25,Distance,0.18,0.12,0.1241 Age group*Local or distance learner,21-25,Local,-0.18,0.13,0.1548 Age group*Local or distance learner,31-40,Distance,-0.27,0.12,0.0253 Age group*Local or distance learner,31-40,Local,-0.21,0.13,0.1115 Age group*Local or distance learner,41-50,Distance,-0.32,0.13,0.0161 Age group*Local or distance learner,41-50,Local,-0.15,0.15,0.3266 Age group*Local or distance learner,51+,Distance,0.21,0.17,0.2113 Age group*Local or distance learner,51+,Local,0.05,0.19,0.7836 Ethnicity*IDACI,Asian or Asian British - Bangladeshi,Quintile 1,0.45,1.15,0.696 Ethnicity*IDACI,Asian or Asian British - Bangladeshi,Quintile 2,0.09,1.16,0.9348 Ethnicity*IDACI,Asian or Asian British - Bangladeshi,Quintile 3,-0.86,1.2,0.4747 Ethnicity*IDACI,Asian or Asian British - Bangladeshi,Quintile 4,-0.64,1.26,0.6148 Ethnicity*IDACI,Asian or Asian British - Bangladeshi,Unknown or N/A,-2.28,1.61,0.1579 Ethnicity*IDACI,Asian or Asian British - Indian,Quintile 1,-0.58,0.41,0.1528 Ethnicity*IDACI,Asian or Asian British - Indian,Quintile 2,-0.33,0.41,0.4092 Ethnicity*IDACI,Asian or Asian British - Indian,Quintile 3,-0.55,0.41,0.1796 Ethnicity*IDACI,Asian or Asian British - Indian,Quintile 4,-0.05,0.46,0.9059 Ethnicity*IDACI,Asian or Asian British - Indian,Unknown or N/A,-1.25,0.68,0.0648 Ethnicity*IDACI,Asian or Asian British - Pakistani,Quintile 1,0.93,0.44,0.0339 Ethnicity*IDACI,Asian or Asian British - Pakistani,Quintile 2,0.72,0.44,0.1068 Ethnicity*IDACI,Asian or Asian British - Pakistani,Quintile 3,1.14,0.46,0.0135 Ethnicity*IDACI,Asian or Asian British - Pakistani,Quintile 4,1.34,0.59,0.0224 Ethnicity*IDACI,Asian or Asian British - Pakistani,Unknown or N/A,1.79,0.76,0.0184 Ethnicity*IDACI,Asian or Asian British - other,Quintile 1,0.78,0.46,0.0948 Ethnicity*IDACI,Asian or Asian British - other,Quintile 2,0.61,0.45,0.1728 Ethnicity*IDACI,Asian or Asian British - other,Quintile 3,0.53,0.47,0.261 Ethnicity*IDACI,Asian or Asian British - other,Quintile 4,0.68,0.53,0.1929 Ethnicity*IDACI,Asian or Asian British - other,Unknown or N/A,0.13,0.72,0.8618 Ethnicity*IDACI,Black or black British - African,Quintile 1,-0.98,0.48,0.0436 Ethnicity*IDACI,Black or black British - African,Quintile 2,-0.98,0.49,0.0465 Ethnicity*IDACI,Black or black British - African,Quintile 3,-1.2,0.51,0.0175 Ethnicity*IDACI,Black or black British - African,Quintile 4,-1.3,0.53,0.0138 Ethnicity*IDACI,Black or black British - African,Unknown or N/A,-1.27,0.62,0.0408 Ethnicity*IDACI,Black or black British - Caribbean,Quintile 1,-1.09,0.63,0.0841 Ethnicity*IDACI,Black or black British - Caribbean,Quintile 2,-0.81,0.64,0.2076 Ethnicity*IDACI,Black or black British - Caribbean,Quintile 3,-0.94,0.65,0.1499 Ethnicity*IDACI,Black or black British - Caribbean,Quintile 4,-0.62,0.76,0.4154 Ethnicity*IDACI,Black or black British - Caribbean,Unknown or N/A,5.21,27.45,0.8494 Ethnicity*IDACI,Black or black British - other,Quintile 1,-1.57,1.09,0.1475 Ethnicity*IDACI,Black or black British - other,Quintile 2,-1.1,1.13,0.3292 Ethnicity*IDACI,Black or black British - other,Quintile 3,-2.61,1.17,0.0258 Ethnicity*IDACI,Black or black British - other,Quintile 4,-0.44,1.49,0.7686 Ethnicity*IDACI,Black or black British - other,Unknown or N/A,0,, Ethnicity*IDACI,Mixed - white and Asian,Quintile 1,0.53,0.71,0.4544 Ethnicity*IDACI,Mixed - white and Asian,Quintile 2,0.52,0.71,0.4593 Ethnicity*IDACI,Mixed - white and Asian,Quintile 3,-0.18,0.68,0.7853 Ethnicity*IDACI,Mixed - white and Asian,Quintile 4,-0.83,0.68,0.2205 Ethnicity*IDACI,Mixed - white and Asian,Unknown or N/A,-0.16,0.99,0.8727 Ethnicity*IDACI,Mixed - white and black African,Quintile 1,0.98,0.78,0.2126 Ethnicity*IDACI,Mixed - white and black African,Quintile 2,0.17,0.79,0.8268 Ethnicity*IDACI,Mixed - white and black African,Quintile 3,1.68,0.99,0.0891 Ethnicity*IDACI,Mixed - white and black African,Quintile 4,0.98,0.9,0.2755 Ethnicity*IDACI,Mixed - white and black African,Unknown or N/A,0.8,1.06,0.4535 Ethnicity*IDACI,Mixed - white and black Caribbean,Quintile 1,0.73,0.69,0.2892 Ethnicity*IDACI,Mixed - white and black Caribbean,Quintile 2,-0.45,0.65,0.4857 Ethnicity*IDACI,Mixed - white and black Caribbean,Quintile 3,-0.56,0.67,0.3989 Ethnicity*IDACI,Mixed - white and black Caribbean,Quintile 4,-0.54,0.72,0.4505 Ethnicity*IDACI,Mixed - white and black Caribbean,Unknown or N/A,-0.6,1,0.5489 Ethnicity*IDACI,Mixed - other,Quintile 1,0.18,0.5,0.721 Ethnicity*IDACI,Mixed - other,Quintile 2,0.53,0.53,0.316 Ethnicity*IDACI,Mixed - other,Quintile 3,0.73,0.61,0.2313 Ethnicity*IDACI,Mixed - other,Quintile 4,0.52,0.59,0.3827 Ethnicity*IDACI,Mixed - other,Unknown or N/A,2.4,1.11,0.0304 Ethnicity*IDACI,Other ethnic group,Quintile 1,-0.88,0.54,0.1059 Ethnicity*IDACI,Other ethnic group,Quintile 2,-0.23,0.59,0.7002 Ethnicity*IDACI,Other ethnic group,Quintile 3,-0.13,0.62,0.8276 Ethnicity*IDACI,Other ethnic group,Quintile 4,-0.12,0.64,0.857 Ethnicity*IDACI,Other ethnic group,Unknown or N/A,0.97,1.17,0.4065 Ethnicity*IDACI,Refused or unknown,Quintile 1,0.14,0.43,0.7497 Ethnicity*IDACI,Refused or unknown,Quintile 2,-0.1,0.42,0.8036 Ethnicity*IDACI,Refused or unknown,Quintile 3,0.03,0.41,0.9421 Ethnicity*IDACI,Refused or unknown,Quintile 4,-0.81,0.39,0.0369 Ethnicity*IDACI,Refused or unknown,Unknown or N/A,0.74,0.62,0.2319 Sex*Local or distance learner,Male,Distance,0.45,0.07,<.0001 Sex*Local or distance learner,Male,Local,0.16,0.08,0.0436