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Vladimir E. Bakhrushin

STATISTICAL ANALYSIS OF
   WORLD UNIVERSITY
       RANKINGS


 Classic Private University
        Zaporizhjia
            2010
Different university rankings are widely used for
decision making at higher education. These rankings
may be common or specialized, depending of their
application area.
     In these report the results of statistical analysis are
presented for such indexes: R1 – Top 500 world
universities – 2008; R2 - ARWU or Shanghai ranking-
2008; R3 – The Times Good university guide 2008
(Great Britain universities ranking); R4 - World
Universities' ranking on the Web_Top 8000; R5 –
Ukrainian Top-200 universities ranking (Dzerkalo
Tyzhnya), etc.
     Two types of parameters were studied – empirical
distribution functions and correlation between ranking
components.
For R2 Alumni. The total number of the alumni of
an institution winning Nobel Prizes and Fields Medals.
Alumni are defined as those who obtain bachelor,
Master's or doctoral degrees from the institution.
Different weights are set according to the periods of
obtaining degrees. The weight is 100% for alumni
obtaining degrees in after 1991, 90% for alumni
obtaining degrees in 1981-1990, 80% for alumni
obtaining degrees in 1971-1980, and so on, and finally
10% for alumni obtaining degrees in 1901-1910. If a
person obtains more than one degrees from an
institution, the institution is considered once only..
    Weight – 10%/
Award. The total number of the staff of an
institution winning Nobel Prizes in Physics,
Chemistry, Medicine and Economics and Fields
Medal in Mathematics. Staff is defined as those who
work at an institution at the time of winning the prize.
The weight is 100% for winners in after 2001, 90% for
winners in 1991-2000, 80% for winners in 1981-1990,
70% for winners in 1971-1980, and so on, and finally
10% for winners in 1911-1920. If a winner is affiliated
with more than one institution, each institution is
assigned the reciprocal of the number of institutions.
For Nobel prizes, if a prize is shared by more than
one person, weights are set for winners according to
their proportion of the prize..
   Weight – 20%
HiCi. The number of highly cited researchers in
21 subject categories. These individuals are the most
highly cited within each category. The definition of
categories and detailed procedures can be found at
the website of Thomson ISI. Weight - 20
      N&S. The number of articles published in Nature
and Science between 2003 and 2007. To distinguish
the order of author affiliation, a weight of 100% is
assigned for corresponding author affiliation, 50% for
first author affiliation (second author affiliation if the
first author affiliation is the same as corresponding
author affiliation), 25% for the next author affiliation,
and 10% for other author affiliations. Only publications
of article type are considered. Weight -20
PUB. Total number of articles indexed in Science
Citation Index-Expanded and Social Science Citation
Index in 2007. Only publications of article type are
considered. When calculating the total number of
articles of an institution, a special weight of two was
introduced for articles indexed in Social Science
Citation Index. Weight – 20.

        PCP. The weighted scores of the above five
indicators divided by the number of full-time
equivalent academic staff. If the number of academic
staff for institutions of a country cannot be obtained,
the weighted scores of the above five indicators is
used. Weight - 10
Alumni = 0

       18    Univ California - San Francisco
       36    Univ California - Santa Barbara
       46    Univ California - Irvine
       48    Univ California - Davis
       48    Univ Southern California
       77    Univ Arizona
       80    Univ Utah
       88    Texas A&M Univ - Coll Station
       94    Arizona State Univ - Tempe
       95    Univ Virginia
Score on awards = 0
   21    Univ Michigan - Ann Arbor
   32    Duke Univ
   42    Pennsylvania State Univ - Univ Park
   48    Univ California - Davis
   52    Univ Pittsburgh - Pittsburgh
   57    Univ Florida
   60    McGill Univ
   63    Ohio State Univ - Columbus
   68    Osaka Univ
   77    Univ Arizona
   79    Tohoku Univ
   83    Boston Univ
   85    Michigan State Univ
   88    Texas A&M Univ - Coll Station
   95    Univ Virginia
   97    Lund Univ
   100   Univ Sydney
Times_Top_200_2009




                     KS = 0,66
The Times Good university guide 2008
Ukrainian Top-200 universities ranking - 2008




                          KS = 0,71(L); 1,66 (N)
Average Staff – Total rank = -19,8 (Med); -14,0 (Agr)
Statistical analysis of world university rankings (report for PDMU-2010)

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Statistical analysis of world university rankings (report for PDMU-2010)

  • 1. Vladimir E. Bakhrushin STATISTICAL ANALYSIS OF WORLD UNIVERSITY RANKINGS Classic Private University Zaporizhjia 2010
  • 2. Different university rankings are widely used for decision making at higher education. These rankings may be common or specialized, depending of their application area. In these report the results of statistical analysis are presented for such indexes: R1 – Top 500 world universities – 2008; R2 - ARWU or Shanghai ranking- 2008; R3 – The Times Good university guide 2008 (Great Britain universities ranking); R4 - World Universities' ranking on the Web_Top 8000; R5 – Ukrainian Top-200 universities ranking (Dzerkalo Tyzhnya), etc. Two types of parameters were studied – empirical distribution functions and correlation between ranking components.
  • 3.
  • 4.
  • 5.
  • 6. For R2 Alumni. The total number of the alumni of an institution winning Nobel Prizes and Fields Medals. Alumni are defined as those who obtain bachelor, Master's or doctoral degrees from the institution. Different weights are set according to the periods of obtaining degrees. The weight is 100% for alumni obtaining degrees in after 1991, 90% for alumni obtaining degrees in 1981-1990, 80% for alumni obtaining degrees in 1971-1980, and so on, and finally 10% for alumni obtaining degrees in 1901-1910. If a person obtains more than one degrees from an institution, the institution is considered once only.. Weight – 10%/
  • 7. Award. The total number of the staff of an institution winning Nobel Prizes in Physics, Chemistry, Medicine and Economics and Fields Medal in Mathematics. Staff is defined as those who work at an institution at the time of winning the prize. The weight is 100% for winners in after 2001, 90% for winners in 1991-2000, 80% for winners in 1981-1990, 70% for winners in 1971-1980, and so on, and finally 10% for winners in 1911-1920. If a winner is affiliated with more than one institution, each institution is assigned the reciprocal of the number of institutions. For Nobel prizes, if a prize is shared by more than one person, weights are set for winners according to their proportion of the prize.. Weight – 20%
  • 8. HiCi. The number of highly cited researchers in 21 subject categories. These individuals are the most highly cited within each category. The definition of categories and detailed procedures can be found at the website of Thomson ISI. Weight - 20 N&S. The number of articles published in Nature and Science between 2003 and 2007. To distinguish the order of author affiliation, a weight of 100% is assigned for corresponding author affiliation, 50% for first author affiliation (second author affiliation if the first author affiliation is the same as corresponding author affiliation), 25% for the next author affiliation, and 10% for other author affiliations. Only publications of article type are considered. Weight -20
  • 9. PUB. Total number of articles indexed in Science Citation Index-Expanded and Social Science Citation Index in 2007. Only publications of article type are considered. When calculating the total number of articles of an institution, a special weight of two was introduced for articles indexed in Social Science Citation Index. Weight – 20. PCP. The weighted scores of the above five indicators divided by the number of full-time equivalent academic staff. If the number of academic staff for institutions of a country cannot be obtained, the weighted scores of the above five indicators is used. Weight - 10
  • 10.
  • 11.
  • 12.
  • 13. Alumni = 0 18 Univ California - San Francisco 36 Univ California - Santa Barbara 46 Univ California - Irvine 48 Univ California - Davis 48 Univ Southern California 77 Univ Arizona 80 Univ Utah 88 Texas A&M Univ - Coll Station 94 Arizona State Univ - Tempe 95 Univ Virginia
  • 14. Score on awards = 0 21 Univ Michigan - Ann Arbor 32 Duke Univ 42 Pennsylvania State Univ - Univ Park 48 Univ California - Davis 52 Univ Pittsburgh - Pittsburgh 57 Univ Florida 60 McGill Univ 63 Ohio State Univ - Columbus 68 Osaka Univ 77 Univ Arizona 79 Tohoku Univ 83 Boston Univ 85 Michigan State Univ 88 Texas A&M Univ - Coll Station 95 Univ Virginia 97 Lund Univ 100 Univ Sydney
  • 15.
  • 16.
  • 17.
  • 18.
  • 19.
  • 20.
  • 21. Times_Top_200_2009 KS = 0,66
  • 22.
  • 23.
  • 24.
  • 25.
  • 26.
  • 27.
  • 28. The Times Good university guide 2008
  • 29.
  • 30.
  • 31.
  • 32.
  • 33.
  • 34.
  • 35. Ukrainian Top-200 universities ranking - 2008 KS = 0,71(L); 1,66 (N)
  • 36.
  • 37. Average Staff – Total rank = -19,8 (Med); -14,0 (Agr)