statistical analysis of university rankings
DESCRIPTION
Presentation of the main results from the paper in "Osvita i upravlinnia" (2011, No 1, P. 7 - 12)TRANSCRIPT
STATISTICAL ANALYSIS OF UNIVERSITY RATINGS
Bakhrushin V.E. (2011), Osvita i Upravlinnia, № 1, P. 7 – 12.
https://www.researchgate.net/publication/232727899_Statistical_analysis_of_University_rankings_(in_Ukrainian)/file/d912f50941e26e6bd3.pdf
Some a priori requirements for the statistical characteristics
Satisfactory resolving power:mean value should be close to the middle of
the interval of possible values;skewness must be close to zero;standard deviation should be in limits 0.13 –
0.25 from the difference between maximum and minimum scores, depending on the number of analyzed universities:
The absence of correlation between components.
Empirical distribution functions (EDF) of rating overall scores
score
(R/10)
(R/10)
EDF calculation and properties
F(R) = n/N, where n is an sequence number of the university in the sample ordered in ascending of R; N – is the total number of universities in rating.
F(R) value is a probability that the value of the outcome rating score does not exceed R.
We can see that the functions for the different ratings are very different from each other. In particular, for Ukrainian TOP-200 Universities we have highly skewed distribution, and for Times and National rating of the Russian universities – inhomogeneous distributions.
Distribution models
ARWU: ( ) ( )F(R) 0,59N 29,3;3,5 0,49N 47,8;12,9= +
Times: ( ) ( )F(R) 0,601N 404;90 0,399N 678;78= +
Russian: ( ) ( )F(R) 0,62N 23,6;3,1 0,38N 50,9;5,3= +
Ukrainian TOP-200: ( )F(R) L 2,11;0,582=
N(a;b) – normal distribution; L(a;b) – lognormal distribution with parameters a and b.
Statistical properties of score distributions
Mean value
Asymmetry Standard deviation
(normalized)
ARWU (2004-2009) 36 – 38 1,78 – 1,95 0,17 – 0,19
Sunday Times (2007 – 2011)
49 – 52 0,33 – 0,57 0,21 – 0,22
Ukrainian TOP-200 (2007 – 2009)
8 – 18 2,7 – 4,2 0,12 – 0,14
Russian-2009 35,1 1,39 0,2
EDF for components of Sunday Times – 2007 rating
Correlation of ARWU components
For ARWU rating correlation coefficients between the components usually exceed 0.5, and in some cases may be up to 0.87.
Correlation of the Ukrainian TOP-200 Universities components
For the rest pairs of component also there is a significant correlation
Staff quality
Edu
catio
n qu
ality
Kharkov NU
NTU “KhPI”
National medical Univ.
T. Shevtchenko Kyiv Univ.
NTUU “KPI”
Correlation of the Sunday Times-2007 components
For the rest pairs of component also, as a rule, there is no significant correlation
Staff quality
Job
plac
emen
t