Tuesday, August 04, 2015

Degree Class is no Longer Important

The relentless grade inflation in British secondary and tertiary education has been well documented. A first or upper second class degree or a grade A at A level no longer means very much. It has  been far too easy for universities to cover up their deficiencies or attract applications by handing out firsts or upper seconds like smarties.

Now the consequences are beginning to become apparent. Ernst and Young (EY), the accounting firm, will no longer require applicants to have an upper second or three grade Bs. Instead they will use "numerical tests" and "strength assessments" to assess applicants.

I suspect that in a little while EY will come under fire for not recruiting enough of those groups that do not test well, especially in quantitative skills. They and others will probably join in the hunt for the Holy Grail of modern social science, the factor that is non-cognitive but still significantly predictive of career success.

Meanwhile, universities will try to find new functions to replace their historical role as the guarantor of a certain level of cognitive ability. Expect to see more conversations about assessing civic engagement or reaching out to communities.

Monday, August 03, 2015

The CWUR Rankings 2015

The Center for World University Rankings, based in Jeddah, Saudi Arabia, has produced the latest edition of its global ranking of 1,000 universities.  The Center is headed by Nadim Mahassen, an Assistant Professor at King Abdulaziz University.

The rankings include five indicators that measure various aspects of publication and research: publications in "reputable journals", research papers in "highly influential" journals, citations, h-index and patents.

These indicators are given a combined weighting of 25%.

Another 25% goes to Quality of Education, which is measured by the number of alumni receiving major international awards relative to size (current number of students according to national agencies). This is obviously a  crude measure which fails to distinguish among the great mass of universities that have never won an award.

Similarly, another quarter is assigned to Quality of Faculty measured by the number of faculty receiving such awards and another quarter to Alumni Employment measured by the number of CEOs of top corporations. Again, these indicators are of little or no relevance to all but a few hundred institutions.

Alumni employment gets another 25%. This is measured by alumni holding CEO positions in top companies. Again, this would be of relevance to a limited number of universities.

The Top Ten are:

1.    Harvard
2.    Stanford
3.    MIT
4.    Cambridge
5.    Oxford
6.    Columbia
7.    Berkeley
8.    Chicago
9.    Princeton
10.  Cornell.

The only change from last year is that Cornell has replaced Yale in tenth place.


Countries with Universities in the Top Hundred in 2015 and 2014


CountryUniversities in
 top 100 2015  
2014
US 5553          
UK77
Japan78
Switzerland  44
France44
Canada33
Israel33
South Korea21
Germany24
Australia2 2
China22
Netherlands21
Russia11
Taiwan11
Belgium11
Norway10
Sweden12
Singapore11
Denmark11
Italy              0                       1            


Top Ranked in Region or Country

USA:                                       Harvard
Canada:                                  Toronto
Asia:                                       Tokyo
South Asia:                             IIT Delhi
Southeast Asia :                      National University of Singapore
Europe:                                   Cambridge
Central and Eastern Europe:    Lomonosov Moscow State University
Arab World:                             King Saud University
Middle East:                             Hebrew University of Jerusalem
Latin America:                         Sao Paulo
Africa:                                      University of the Witwatersrand
Carribbean:                              University of Puerto Rico at Mayagüez



Noise Index


In the top 20, the CWUR rankings are more stable than THE and QS but less stable than the Shanghai rankings.

Average position change of universities in the top 20 in 2014: 0.5

Comparison

CWUR 2013-14:            0.9
Shanghai Rankings (ARWU)
2011-12:                        0.15
2012-13:                        0.25
THE WUR  2012-13:      1.2
QS  WUR    2012-13      1.7

With regard to the top 100, the CWUR rankings are more stable this year, with a volatility similar to the QS and THE rankings although significantly less so than ARWU.



Average position change of universities in the top 100 in 2014: 4.15

Comparison

CWUR 2013-14:           10.59

Shanghai Rankings (ARWU

2011-12:                           2.01
2012-13:                           1.66
THE WUR  2012-13:         5.36
QS  WUR    2012-13:    -   3.97


Saturday, August 01, 2015

The Other THE African University Rankings


THE have just presented Africa and the world with a list of 30 African universities ranked according to "research impact", that is the number of citations per paper normalised by field (300 of them?) and year. Citations are not just counted but compared with the world average for specific years and fields.

The result is that a university that manages to join a large international project, typically in medicine, genetics or particle physics with a disproportionate number of citations especially in the first couple of years of publication, can get an extremely high score. If the university had few publications to begin with the score for this indicator would be even higher.

For these rankings THE have introduced fractionalised counting. so that a university that is one of 100 contributors to a project with 2000 citations would get the equivalent of 20 citations. Under the procedure THE and the their former data collectors Thomson Reuters had been using for the world university rankings it would have been credited with 2000 citations as would all the other contributors.

THE are to be congratulated for finally using fractionalised counting which has reduced the likelihood of the indicator producing very odd results. Even so, the snapshot ranking is inappropriate for African universities, as it still privileges those that happen to contribute to to a few international projects.

The results might seem acceptable to THE and its international audiencebut I suspect that Egyptian academics will be amused by a ranking that includes six universities but not Cairo University . I wonder how many Nigerians will accept a ranking that includes Port Harcourt but not Ibadan or Ahmadu Bello.

Along with standardised scores for citations THE has also included the number of publications in the Scopus database between 2009 and 2013. This, a measurement of research output of a fairly high quality, is probably more relevant to Africa than the citations indicator. Unfortunately, it shows the very limited amount of research done between the Sahara and the Kalahari and so would be inexpedient to present as a snapshot of what a future ranking might look like.

The methods, approaches and assumptions of THE's world rankings with their emphasis on inputs, especially income, research quality, inappropriately called research impact or research influence, reputation, and doctoral education are of limited value to all but a few African universities and stakeholders. Whether anything of value comes from the conversation in Johannesburg remains to be seen but it is unlikely that a modified version of the world rankings will be of much value to anyone.

Anyway, below are the 30 African universities reordered according to number of publications.








RankUniversityCountrynumber of
 publications 2009-2013
1  University of Cape TownSouth Africa5540.21
2University of PretoriaSouth Africa4544.33
3University of the WitwatersrandSouth Africa4387.17
4  Stellenbosch UniversitySouth Africa4357.33
5University of Kwazulu-NatalSouth Africa4235.09
6Alexandria UniversityEgypt2550.15
7Universite de SfaxTunisia2355.30
8University of JohannesburgSouth Africa2192.74
9North West UniversitySouth Africa1707.94
10Assiut UniversityEgypt1588.64
11University of the Free StateSouth Africa1512.56
12Université Mohammed V – AgdalMorocco1503.69
13Rhodes UniversitySouth Africa1296.96
14University of the Western CapeSouth Africa1154.77
15Makerere UniversityUganda1112.69
16Suez Canal UniversityEgypt998.98
17University of South AfricaSouth Africa981.67
18Nelson Mandela Metropolitan UniversitySouth Africa885.77
19Universite Hassan II CasablancaMorocco960.25
20Universite Cadi AyyadMorocco 910.82
21Addis Ababa UniversityEthiopia893.90
22Univerite de TunisTunisia879.63
23Universite de Yaounde ICameroons876.33
24Ecole Nationale d’Ingénieurs de SfaxTunisia822.31
25University of GhanaGhana804.53
26American University in CairoEgypt700.89
27Minia UniversityEgypt694.79
28University of NairobiKenya671.72
29South Valley UniversityEgypt636.85
30University of Port HarcourtNigeria573.55




Wednesday, July 29, 2015

Google Scholar Ranking of African Universities


As competition in the ranking world intensifies, Times Higher Education (THE) and Quacquarelli Symonds are  diligently promoting their various regional ranking, data processing and event management projects. The latest is THE's African summit at the University of Johannesburg.

Three weeks ago THE issued what they described as an "experimental and preliminary" ranking which consisted of 15 universities ordered according to the number of citations per paper normalised for field and year. An interesting innovation was that citations were fractionalised so that participants in large collaborative projects would be credited in proportion to their fraction of the total contributors .

This is just one indicator and it is not really a measure of research influence, but rather of research quality and it is still skewed by participation in multi-contributor papers in medicine and particle physics. It is unlikely that the University of Port Harcourt or Universite Cadi Ayyad would  be in the top ten of any other indicator.

THE have indicated that they will add another 15 names to the list at the Johannesburg summit.

The table below was compiled for the purpose of checking on the claims of THE or other rankers that might attempt to evaluate African universities. It simply counts the number of results (2012-2014: exclude citations and patents) from a query to Google Scholar. Data was compiled on the 25th and 26th of July. The criteria for inclusion were being in the top 50 of the Webometrics rankings or the 15 universities in the THE list. The top university in any country not included was added from either the Webometrics or ic4u rankings.

This database includes papers, reports, theses and dissertations, conference proceedings and so on. It is certainly not a measure of research quality but rather of the volume of any activities connected with research.  In the case of the two Kenyan universities it probably reflects the size and inclusiveness of the university repositories.

One thing about the Google scholar list is that it confirms suspicions that the quality of Egyptian universities has been underestimated by the big name rankers. For further evidence one might look at data from social media such as LinkedIn or just contrast the aspirations of Egyptian students in the revolutions of 2011 and 2013 compared with those of students at the University of Cape Town and Durban University of Technology.






RankUniversityCountryGoogle Scholar
 Results
1  University of Cape TownSouth Africa17,000
2Cairo UniversityEgypt16,800
3University of PretoriaSouth Africa16,500
4  University of NairobiKenya16,400
5University of the WitwatersrandSouth Africa15,800
6University of Kwazulu-NatalSouth Africa15,500
7Stellenbosch UniversitySouth Africa14,900
8University of IbadanNigeria14,800
9University of South AfricaSouth Africa13,500
10Kenyatta UniversityKenya12,000
11University of JohannesburgSouth Africa11,200
12Makerere UniversityUganda10,400
13North West UniversitySouth Africa10,100
14University of GhanaGhana8,330
15Alexandria University Egypt7,610
16University of LagosNigeria7,220
17Rhodes UniversitySouth Africa7,210
18University of the Western CapeSouth Africa6,870
19Obafemi Awolowo UniversityNigeria6,800
20Mansoura UniversityEgypt6,480
21University of the Free StateSouth Africa6,400
22Addis Ababa UniversityEthiopia6,210
23Zagazig UniversityEgypt6,160
24American University in CairoEgypt5,770
25University of IlorinNigeria5,620
26Assiut UniversityEgypt5,580
27Kwame Nkrumah University of Science and TechnologyGhana5,080
28=University of ZimbabweZimbabwe4,830
28=University of Port HarcourtNigeria4,830
30University of BotswanaBotswana4,260
31University of ZambiaZambia4,240
32University of Dar Es SalaamTanzania4,120
33University of KhartoumSudan4,110
34Suez Canal UniversityEgypt3,670
35Tanta UniversityEgypt3,600
36Jomo Kenyatta University of Agriculture and TechnologyKenya            3,520
37Nelson Mandela Metropolitan UniversitySouth Africa3,490
38Covenant University OtaNigeria2,950
39Helwan UniversityEgypt2,940
40Benha UniversityEgypt2,570
41Minia UniversityEgypt2,390
42University of MalawiMalawi2,340
43Université Abou Bekr BelkaidAlgeria2,290
44Universityof TunisTunisia2,270
45=Université Kasdi Merbah OuarglaAlgeria2,240
45=Cape Peninsula University of TechnologySouth Africa2,240
47Université Cheikh Anta Diop de DakarSenegal1,950
48University of NamibiaNamibia1,760
49Universite de la ReunionReunion1,690
50Durban University of TechnologySouth Africa1,560
51University of MauritiusMauritius1,490
52Université d'Abomey-CalaviBenin1,460
53South Valley UniversityEgypt1,440
54Universidade Eduardo MondlaneMozambique   1,420
55Beni-Suef UniversityEgypt1,400
56Université Cadi Ayyad MarrakechMorroco1,370
57Université de OuagadougouBurkina Faso1,300
58University of RwandaRwanda1,270
59Université des Sciences et de la Technologie Houari BoumedieneAlgeria976
60Université de LoméTogo784
61Université de BamakoMali660
62Kafrelsheikh UniversityEgypt618
63University of SwazilandSwaziland615
64Université Félix Houphouët-BoignyIvory Coast590
65Université de KinshasaDomocratic Republic of the Congo558
66National University of LesothoLesotho555
67Université Constantine 1 Algeria468
68Bejaia UniversityAlgeria413
69Universidade Jean Piaget de Cabo VerdeCape Verde407
70Université Mohammed V SouissiTunisia361
71National Engineering School of SfaxTunisia271
72Université Marien NgouabiRepublc of Congo256
73University of LiberiaLiberia255
74Université Djillali LiabesAlgeria243
75Université Abdou Moumouni de NiameyNiger206
76Misurata UniversityLibya155
77Université Omar BongoGabon138
78University of The GambiaGambia130
79Universidade Católica de AngolaAngola115
80=Université de DschangCameroons113
80=Université de BanguiCentral African Empire113
82Université de NouakchottMauretania108
83Eritrea Institute of TechnologyEritrea76
84Université de DjiboutiDjibouti66
85Université de ToliaraMadagascar59
86Université Hassan II Ain ChockMorocco55
87University of SeychellesSeychelles52
88Mogadishu UniversitySomalia51
89Universidad Nacional de Guinea EcuatorialEquatorial Guinea40
90Universite Gamal Abdel Nasser de ConakryGuinea21
91University of MakeniSierra Leone18
92John Garang Memorial UniversitySouth Sudan12
93Hope Africa UniversityBurundi3
94Universite de Moundou Chad2