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INFLUENCE OF WCAG RULES ON
ACADEMIC WEBSITES RANKINGS:
A correlation study between accessibility
and quantitative webometrics

Miguel Sanchez-Cerviño*
Enrique Orduña-Malea

{*misance0; enorma}@upv.es
INTRODUCTION
We focus on finding out if the strict use of WCAG
rules help universities to improve posi-tions in the
Ranking Web of World Universities.
 Due to the wide use of CMS, we asked ourshelves
if some in particular could be relationed with
accessibility problems in academic websites.
 Top 25 European universities were selected and
analyzed.
2
INFLUENCE OF WCAG RULES ON ACADEMIC WEBSITES RANKINGS: A CORRELATION STUDY ...
GOALS
 To identify which CMS is used, if any, and identify
possible accessibility problems due to their use.
To analyze a possible correlation between applied
cybermetric indicators and accessibility problems in
academic websites.

3
INFLUENCE OF WCAG RULES ON ACADEMIC WEBSITES RANKINGS: A CORRELATION STUDY ...
METHODOLOGY
 URLs of each university are collected. For each, an
accessibility and cybermetric analysis is applied to the
homepage (first week of July 2011).
 Accessibility analysis give us errors and
warnings overview.
Cybermetric analysis give us a web performing
overview.

4
INFLUENCE OF WCAG RULES ON ACADEMIC WEBSITES RANKINGS: A CORRELATION STUDY ...
METHODOLOGY
Accessibility analysis. Types of errors/warnings:

 Number of perceptible errors/warnings (PER).
 Number of operable errors/warnings (OPE).

 Number of compressible errors/warnings (COM).
 Number of robustness errors/warnings (ROB).
 Total errors/warnings.
5
INFLUENCE OF WCAG RULES ON ACADEMIC WEBSITES RANKINGS: A CORRELATION STUDY ...
METHODOLOGY
Webometric analysis. Indicators:

 Domain Authority (DomA).
 Domain MozRank (DmR).

 Size (S).
 Visibility (V).

6
INFLUENCE OF WCAG RULES ON ACADEMIC WEBSITES RANKINGS: A CORRELATION STUDY ...
25 top European universities (source: webometrics.info)
EURO
RANK

WORLD
RANK

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25

19
31
32
41
43
54
62
67
74
82
85
87
93
98
100
101
103
105
106
109
110
112
113
116
124

UNIVERSITY

URL

COUNTRY

University of Cambridge
University College London
University of Southampton
University of Oxford
Swiss Federal Institute of Technology
University of Oslo
University of Helsinki
University of Edinburgh
University of Glasgow
Universität Wien
Utrecht University
Università di Bologna
Durham University
Freie Universität Berlin
Uppsala University
University of Warwick
University of Leeds
Ludwig Maximilians Universität …
Humboldt Universität zu Berlin
Università di Pisa
Universidad Complutense de Madrid
Universität Münster
University of Copenhagen
Norwegian University of Science …
University of Amsterdam

cam.ac.uk
ucl.ac.uk
soton.ac.uk
ox.ac.uk
ethz.ch
uio.no
helsinki.fi
ed.ac.uk
gla.ac.uk
univie.ac.at
uu.nl
unibo.it
dur.ac.uk
fu-berlin.de
uu.se
warwick.ac.uk
leeds.ac.uk
uni-muenchen.de
hu-berlin.de
unipi.it
ucm.es
uni-muenster.de
ku.dk
ntnu.no
uva.nl

UK
UK
UK
UK
Switzerland
Norway
Finland
UK
UK
Austria
Netherlands
Italy
UK
Germany
Sweden
UK
UK
Germany
Germany
Italy
Spain
Germany
Denmark
Norway
Netherlands

INFLUENCE OF WCAG RULES ON ACADEMIC WEBSITES RANKINGS: A CORRELATION STUDY ...

7
WCAG Compliance (errors; warnings)
URL

PER

OPE

COM

ROB

T

ucm.es
cam.ac.uk
dur.ac.uk
gla.ac.uk
uio.no
leeds.ac.uk
soton.ac.uk
fu-berlin.de
ox.ac.uk
ucl.ac.uk
ed.ac.uk
uu.se
uni-muenster.de
hu-berlin.de
ntnu.no
univie.ac.at
warwick.ac.uk
unibo.it
uni-muenchen.de
uu.nl
ku.dk
uva.nl
unipi.it
helsinki.fi
ethz.ch

0;54
0;28
1;11
2;7
3;38
3;71
2;22
5;68
7;59
6;25
7;45
7;12
9;12
2;23
10;26
13;41
18;73
14;79
23;49
22;77
7;56
24;41
23;46
40;36
61;54

0;24
1;27
0;10
0;21
0;37
0;44
0;15
1;68
0;55
2;25
0;32
2;9
0;3
1;47
0;36
4;17
3;35
7;57
0;28
4;29
17;42
3;32
13;35
4;12
6;30

0;0
0;6
0;6
1;6
0;18
1;13
1;6
0;6
0;12
1;6
2;6
1;6
3;6
0;6
0;12
1;6
1;12
2;6
2;6
1;6
6;6
2;6
7;6
5;12
10;37

0;67
0;1
1;0
0;1
0;37
1;6
2;35
0;12
0;13
1;8
2;89
2;6
3;25
13;20
7;100
1;0
1;28
2;6
1;17
0;43
2;2
5;265
7;2
20;15
10;20

0;106
1;61
2;27
3;35
3;130
5;134
5;78
6;154
7;139
10;64
11;91
12;61
15;46
16;96
17;174
19;64
23;148
25;148
26;100
27;155
32;106
34;344
50;89
69;75
87;141

INFLUENCE OF WCAG RULES ON ACADEMIC WEBSITES RANKINGS: A CORRELATION STUDY ...

8
Webometric performance
URL
cam.ac.uk
dur.ac.uk
ed.ac.uk
ethz.ch
fu-berlin.de
gla.ac.uk
helsinki.fi
hu-berlin.de
ku.dk
leeds.ac.uk
ntnu.no
ox.ac.uk
soton.ac.uk
ucl.ac.uk
ucm.es
uio.no
unibo.it
uni-muenchen.de
uni-muenster.de
unipi.it
univie.ac.at
uu.nl
uu.se
uva.nl
warwick.ac.uk
ucl.ac.uk

DomA DmR
85 7,23
79 6,48
82 6,98
77 7,01
80 6,85
80
6,8
76 6,76
77 6,72
74 6,64
82 6,86
74 6,54
85 7,23
82
6,8
81 6,97
84 6,45
73 6,81
75 6,56
80 6,68
79 6,62
74 6,35
83
6,8
75 6,72
73 6,65
76 6,72
83 6,64
81 6,97

S
2.740.000
489.000
787.000
1.340.000
815.000
944.000
1.600.000
1.140.000
647.000
377.000
1.210.000
1.360.000
603.000
886.000
1.160.000
1.580.000
906.000
562.000
608.000
526.000
1.690.000
1.040.000
981.000
902.000
1.020.000
886.000

V
174
56
82
136
171
87
78
69
173
95
168
218
78
292
91
130
77
45
62
29
187
71
67
97
141
292

INFLUENCE OF WCAG RULES ON ACADEMIC WEBSITES RANKINGS: A CORRELATION STUDY ...

9
RESULTS
 No correlation was found between webometrics and
accessibility problems. External inlinks, which is considered the
indicator that could be more influenced by a poor accessible
website, does not present any correlation.

Correlation between accessibility and web performance.
INDICATOR
DomA
DmR
Size
External inlinks
EWR

TOTAL
TOTAL
PERCEPTIBLE PERCEPTIBLE
ERRORS WARNINGS
ERRORS
WARNINGS
0,49
0,23
-0,02
0,16
0,30

-0,19
-0,13
0,23
-0,25
0,36

0,44
0,21
-0,02
0,15
0,25

-0,10
-0,02
-0,01
-0,22
0,11

10
INFLUENCE OF WCAG RULES ON ACADEMIC WEBSITES RANKINGS: A CORRELATION STUDY ...
RESULTS
No correlation between the position of each university
in the European web ranking and the accessibility
problems detected.
30

RANKING POSITION

25

20

15

10

5

0
0

10

20

30

40

50

60

TOTAL ERRORS

70

80

90

100

INFLUENCE OF WCAG RULES ON ACADEMIC WEBSITES RANKINGS: A CORRELATION STUDY ...

11
CONCLUSIONS
 Lack of correlation among webometric
indicators, and accessibility errors/warnings
(measured by T.A.W automatic test) for 25 top
European universities.
 Complete correlation with specific CMS has been
impossible to assess due to lack of information about
the applications used by all universities.

12
INFLUENCE OF WCAG RULES ON ACADEMIC WEBSITES RANKINGS: A CORRELATION STUDY ...
CONCLUSIONS

 Webometric indicators used seem to be independent
of accessibility problems automatically detected in the
homepages, what could mean:
• Universities are linked by users who do not detect
these problems.
• Universities are linked due to other academic or
meritocratic reasons, and accessibility is not
influencing the decision of linking.
 The consideration of some accessibility indicators in
Webometric Ranking should be considered.
13
INFLUENCE OF WCAG RULES ON ACADEMIC WEBSITES RANKINGS: A CORRELATION STUDY ...
THANKS FOR
YOUR ATTENTION.
Miguel Sanchez-Cerviño*
Enrique Orduña-Malea
{*misance0; enorma}@upv.es

14
INFLUENCE OF WCAG RULES ON ACADEMIC WEBSITES RANKINGS: A CORRELATION STUDY ...

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Influence of WCAG rules on academic website rankings

  • 1. INFLUENCE OF WCAG RULES ON ACADEMIC WEBSITES RANKINGS: A correlation study between accessibility and quantitative webometrics Miguel Sanchez-Cerviño* Enrique Orduña-Malea {*misance0; enorma}@upv.es
  • 2. INTRODUCTION We focus on finding out if the strict use of WCAG rules help universities to improve posi-tions in the Ranking Web of World Universities.  Due to the wide use of CMS, we asked ourshelves if some in particular could be relationed with accessibility problems in academic websites.  Top 25 European universities were selected and analyzed. 2 INFLUENCE OF WCAG RULES ON ACADEMIC WEBSITES RANKINGS: A CORRELATION STUDY ...
  • 3. GOALS  To identify which CMS is used, if any, and identify possible accessibility problems due to their use. To analyze a possible correlation between applied cybermetric indicators and accessibility problems in academic websites. 3 INFLUENCE OF WCAG RULES ON ACADEMIC WEBSITES RANKINGS: A CORRELATION STUDY ...
  • 4. METHODOLOGY  URLs of each university are collected. For each, an accessibility and cybermetric analysis is applied to the homepage (first week of July 2011).  Accessibility analysis give us errors and warnings overview. Cybermetric analysis give us a web performing overview. 4 INFLUENCE OF WCAG RULES ON ACADEMIC WEBSITES RANKINGS: A CORRELATION STUDY ...
  • 5. METHODOLOGY Accessibility analysis. Types of errors/warnings:  Number of perceptible errors/warnings (PER).  Number of operable errors/warnings (OPE).  Number of compressible errors/warnings (COM).  Number of robustness errors/warnings (ROB).  Total errors/warnings. 5 INFLUENCE OF WCAG RULES ON ACADEMIC WEBSITES RANKINGS: A CORRELATION STUDY ...
  • 6. METHODOLOGY Webometric analysis. Indicators:  Domain Authority (DomA).  Domain MozRank (DmR).  Size (S).  Visibility (V). 6 INFLUENCE OF WCAG RULES ON ACADEMIC WEBSITES RANKINGS: A CORRELATION STUDY ...
  • 7. 25 top European universities (source: webometrics.info) EURO RANK WORLD RANK 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 19 31 32 41 43 54 62 67 74 82 85 87 93 98 100 101 103 105 106 109 110 112 113 116 124 UNIVERSITY URL COUNTRY University of Cambridge University College London University of Southampton University of Oxford Swiss Federal Institute of Technology University of Oslo University of Helsinki University of Edinburgh University of Glasgow Universität Wien Utrecht University Università di Bologna Durham University Freie Universität Berlin Uppsala University University of Warwick University of Leeds Ludwig Maximilians Universität … Humboldt Universität zu Berlin Università di Pisa Universidad Complutense de Madrid Universität Münster University of Copenhagen Norwegian University of Science … University of Amsterdam cam.ac.uk ucl.ac.uk soton.ac.uk ox.ac.uk ethz.ch uio.no helsinki.fi ed.ac.uk gla.ac.uk univie.ac.at uu.nl unibo.it dur.ac.uk fu-berlin.de uu.se warwick.ac.uk leeds.ac.uk uni-muenchen.de hu-berlin.de unipi.it ucm.es uni-muenster.de ku.dk ntnu.no uva.nl UK UK UK UK Switzerland Norway Finland UK UK Austria Netherlands Italy UK Germany Sweden UK UK Germany Germany Italy Spain Germany Denmark Norway Netherlands INFLUENCE OF WCAG RULES ON ACADEMIC WEBSITES RANKINGS: A CORRELATION STUDY ... 7
  • 8. WCAG Compliance (errors; warnings) URL PER OPE COM ROB T ucm.es cam.ac.uk dur.ac.uk gla.ac.uk uio.no leeds.ac.uk soton.ac.uk fu-berlin.de ox.ac.uk ucl.ac.uk ed.ac.uk uu.se uni-muenster.de hu-berlin.de ntnu.no univie.ac.at warwick.ac.uk unibo.it uni-muenchen.de uu.nl ku.dk uva.nl unipi.it helsinki.fi ethz.ch 0;54 0;28 1;11 2;7 3;38 3;71 2;22 5;68 7;59 6;25 7;45 7;12 9;12 2;23 10;26 13;41 18;73 14;79 23;49 22;77 7;56 24;41 23;46 40;36 61;54 0;24 1;27 0;10 0;21 0;37 0;44 0;15 1;68 0;55 2;25 0;32 2;9 0;3 1;47 0;36 4;17 3;35 7;57 0;28 4;29 17;42 3;32 13;35 4;12 6;30 0;0 0;6 0;6 1;6 0;18 1;13 1;6 0;6 0;12 1;6 2;6 1;6 3;6 0;6 0;12 1;6 1;12 2;6 2;6 1;6 6;6 2;6 7;6 5;12 10;37 0;67 0;1 1;0 0;1 0;37 1;6 2;35 0;12 0;13 1;8 2;89 2;6 3;25 13;20 7;100 1;0 1;28 2;6 1;17 0;43 2;2 5;265 7;2 20;15 10;20 0;106 1;61 2;27 3;35 3;130 5;134 5;78 6;154 7;139 10;64 11;91 12;61 15;46 16;96 17;174 19;64 23;148 25;148 26;100 27;155 32;106 34;344 50;89 69;75 87;141 INFLUENCE OF WCAG RULES ON ACADEMIC WEBSITES RANKINGS: A CORRELATION STUDY ... 8
  • 9. Webometric performance URL cam.ac.uk dur.ac.uk ed.ac.uk ethz.ch fu-berlin.de gla.ac.uk helsinki.fi hu-berlin.de ku.dk leeds.ac.uk ntnu.no ox.ac.uk soton.ac.uk ucl.ac.uk ucm.es uio.no unibo.it uni-muenchen.de uni-muenster.de unipi.it univie.ac.at uu.nl uu.se uva.nl warwick.ac.uk ucl.ac.uk DomA DmR 85 7,23 79 6,48 82 6,98 77 7,01 80 6,85 80 6,8 76 6,76 77 6,72 74 6,64 82 6,86 74 6,54 85 7,23 82 6,8 81 6,97 84 6,45 73 6,81 75 6,56 80 6,68 79 6,62 74 6,35 83 6,8 75 6,72 73 6,65 76 6,72 83 6,64 81 6,97 S 2.740.000 489.000 787.000 1.340.000 815.000 944.000 1.600.000 1.140.000 647.000 377.000 1.210.000 1.360.000 603.000 886.000 1.160.000 1.580.000 906.000 562.000 608.000 526.000 1.690.000 1.040.000 981.000 902.000 1.020.000 886.000 V 174 56 82 136 171 87 78 69 173 95 168 218 78 292 91 130 77 45 62 29 187 71 67 97 141 292 INFLUENCE OF WCAG RULES ON ACADEMIC WEBSITES RANKINGS: A CORRELATION STUDY ... 9
  • 10. RESULTS  No correlation was found between webometrics and accessibility problems. External inlinks, which is considered the indicator that could be more influenced by a poor accessible website, does not present any correlation. Correlation between accessibility and web performance. INDICATOR DomA DmR Size External inlinks EWR TOTAL TOTAL PERCEPTIBLE PERCEPTIBLE ERRORS WARNINGS ERRORS WARNINGS 0,49 0,23 -0,02 0,16 0,30 -0,19 -0,13 0,23 -0,25 0,36 0,44 0,21 -0,02 0,15 0,25 -0,10 -0,02 -0,01 -0,22 0,11 10 INFLUENCE OF WCAG RULES ON ACADEMIC WEBSITES RANKINGS: A CORRELATION STUDY ...
  • 11. RESULTS No correlation between the position of each university in the European web ranking and the accessibility problems detected. 30 RANKING POSITION 25 20 15 10 5 0 0 10 20 30 40 50 60 TOTAL ERRORS 70 80 90 100 INFLUENCE OF WCAG RULES ON ACADEMIC WEBSITES RANKINGS: A CORRELATION STUDY ... 11
  • 12. CONCLUSIONS  Lack of correlation among webometric indicators, and accessibility errors/warnings (measured by T.A.W automatic test) for 25 top European universities.  Complete correlation with specific CMS has been impossible to assess due to lack of information about the applications used by all universities. 12 INFLUENCE OF WCAG RULES ON ACADEMIC WEBSITES RANKINGS: A CORRELATION STUDY ...
  • 13. CONCLUSIONS  Webometric indicators used seem to be independent of accessibility problems automatically detected in the homepages, what could mean: • Universities are linked by users who do not detect these problems. • Universities are linked due to other academic or meritocratic reasons, and accessibility is not influencing the decision of linking.  The consideration of some accessibility indicators in Webometric Ranking should be considered. 13 INFLUENCE OF WCAG RULES ON ACADEMIC WEBSITES RANKINGS: A CORRELATION STUDY ...
  • 14. THANKS FOR YOUR ATTENTION. Miguel Sanchez-Cerviño* Enrique Orduña-Malea {*misance0; enorma}@upv.es 14 INFLUENCE OF WCAG RULES ON ACADEMIC WEBSITES RANKINGS: A CORRELATION STUDY ...