The Missing Indicator

There is an interesting item in Times Higher Education. Apparently leading universities might be offering financial inducements in the form of scholarships to students with AAB at A level. For Americans that would be something like a 3.9 GPA.

Universities like to proclaim that they provide something to students that enables them to succeed in the post university world, training in critical thinking, soft skills or exposure to a diverse multicultural society for which massive tuition fees can be extracted from parents or government.  Whether they actually do is debatable. A book length study by Richard Arum and Josipa Roksa, Academically Adrift,  indicated that universities do little to teach students how to think.

Employers seem to have a rather different view of the matter. Many restrict themselves to recruiting from only the elite universities and are quite unconcerned with whether universities have established learning outcomes or whether they have created a safe space for diverse students. They simply wish to recruit the most intelligent students that they  can, with perhaps a bit of charm and likability for publicly visible positions.

Left to their own devices, universities would probably do their best to admit the most intelligent students available. The news that some are willing to pay for those with good A levels is a stark reminder that they are not being entirely honest in claiming that they provide an excellent education that is worth paying for. If that were the case, why not just put in a bit more effort and a few thousand pounds to turn an BBB or CCC student into an AAB. The answer is that while you might get a bit more out of a student by teaching reading and writing skills, basic numeracy and so on, recruiting from the top of the cognitive scale will bring much more to a university.

It is likely that calculating the average academic ability of students, or better still, their underlying intelligence might be an extremely valuable component in any international ranking system

Research Blogs has a table, derived from data from the Higher Education Funding Council of England,  of universities according to the percentage of UK students with AAB or better at A levels.

If it were possible to calculate equivalences between the standardised tests or qualifications in various countries with some sort of adjustment for national differences in education or literacy, then an global ranking of universities according to student quality would be quite feasible.


The second column in this table shows the position of the institution when ranked by size.

		Ranked by percentage	AAB+	UK %
1	3	University of Oxford	2568	99
2	4	University of Cambridge	2554	99
3	18	Imperial College London	1094	96
4	23	London School of Economics	686	93
5	2	University of Durham	2581	85
6	8	University of Bristol	2199	85
7	13	University College London	1648	82
8	9	University of Warwick	2068	81
9	7	University of Exeter	2368	74
10	15	University of Bath	1496	69
11	17	King's College	1238	68
12	57	Royal Veterinary College	195	60
13	86	Conservatoire for Dance & D	71	59
14	35	SOAS	353	57
15	5	University of Nottingham	2505	57
16	12	University of Southampton	1686	54
17	14	University of York	1538	53
18	1	University of Manchester	2776	51
19	11	University of Sheffield	1846	49
20	10	University of Birmingham	1883	48
21	6	University of Leeds	2376	47
22	16	University of Newcastle	1332	43
23	19	Loughborough University	1042	38
24	91	School of Pharmacy	59	37
25	21	Lancaster University	740	32
26	25	Royal Holloway, London	589	32
27	20	University of Liverpool	886	32
28	33	City University	414	31
29	26	University of Leicester	578	30
30	22	Queen Mary	702	29
31	24	University of Sussex	630	29
32	32	Aston University	429	25
33	27	University of East Anglia	538	25
34	93	Blackpool and the Fylde	52	24
35	30	University of Surrey	433	23
36	95	Blackburn College	51	22
37	29	University of Reading	455	19
38	58	Goldsmiths College	180	17
39	72	University of Chichester	114	13
40	37	Brunel University	325	12
41	84	University College Falmouth	78	11
42	31	University of the Arts London	430	11
43	28	University of Kent	480	10
44	76	University of Cumbria	105	10
45	89	Arts UC at Bournemouth	67	9
46	67	Bath Spa University	144	9
47	55	University of Essex	200	8
48	56	University of Teesside	197	8
49	43	Southampton Solent	254	8
50	69	University Creative Arts	136	8
51	48	University of Lincoln	232	8
52	68	University of Worcester	142	8
53	80	Liverpool Hope University	97	8
54	42	Coventry University	262	7
55	50	Bournemouth University	227	7
56	54	Oxford Brookes University	213	7
57	63	University of Bedfordshire	163	7
58	64	University of East London	157	7
59	79	Edge Hill University	97	7
60	51	University of Brighton	215	7
61	39	University of Northumbria	283	7
62	41	University of Plymouth	278	7
63	62	London South Bank	165	7
64	60	Birmingham City University	170	6
65	75	University of Northampton	110	6
66	36	Sheffield Hallam University	340	6
67	65	Anglia Ruskin University	156	6
68	34	Nottingham Trent University	357	6
69	49	University of Hull	228	6
70	78	Keele University	99	6
71	77	University of Chester	100	6
72	52	University of Huddersfield	214	6
73	40	Kingston University	280	6
74	44	University West of England	238	5
75	46	University of Westminster	235	5
76	70	University of Derby	133	5
77	92	University of Bolton	55	5
78	73	University of Bradford	112	5
79	87	Thames Valley University	68	5
80	38	Manchester Metropolitan	290	5
81	47	De Montfort University	232	5
82	45	London Metropolitan	237	5
83	53	Liverpool John Moores	213	5
84	71	Middlesex University	126	5
85	61	Central Lancashire	168	4
86	94	Roehampton University	51	4
87	83	University of Sunderland	79	4
88	90	University of Gloucestershire	65	4
89	59	University of Greenwich	178	3
90	66	University of Portsmouth	152	3
91	74	Leeds Metropolitan	111	3
92	88	University of Salford	67	3
93	85	University of Wolverhampton	76	2
94	82	University of Hertfordshire	85	2
95	81	Staffordshire University	91	2