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Report
Assessment of public universities and their faculties
                      (2007)




            © ARRA, Bratislava 2007
The authors of this report would like to thank the members of the Board of
Advisors of ARRA, in particular the chairperson Prof. Štich, Prof. Brunovský, Prof.
Kusá, Prof. Bokes and others, and also the members of the Board of Trustees (in
particular the chairperson Ing. J. Kollár) for their comments, discussions, analyses
and reviews.
           The selection of criteria and the set up of the methodology used have been
taken, with certain modifications, from previous ARRA reports1. Discussions with Don
Thornhill and Lewis Purser, experts that the World Bank arranged for ARRA,
contributed significantly to criteria selection and dividing the faculties into six groups.
It should be noted, however, that the opinions presented in the following report are
not necessarily identical with those of the persons named here.




        The report is part of the project financed by European Social Fund.




                                     ARRA thanks for the support




                                            Partner of ARRA is




1
    The reports are published at www.arra.sk, Ranking section.
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1.   Summary

       ARRA has been in existence for more than three years. In this period, it
prepared three reports assessing higher education institutions in Slovakia. Since the
beginning, ARRA has been assigning great importance to international cooperation. It
worked closely with dr. Don Thornhill and dr. Lewis Purser, World Bank experts, in
establishing the methodology. ARRA was at the birth of an informal group of ranking
agencies, International Ranking Experts Group (IREG). At the annual meeting of the
Group in Shanghai in October 2007, ARRA became a founding member of a
formalised grouping, and ARRA representative, Prof. Ferdinand Devínsky, was
elected a member of the Steering Committee of the International Observatory on
Academic Ranking.
      Until now, ARRA has been obtaining data particularly from the reports of the
Ministry of Education of the Slovak Republic. Presently, however, the Ministry does
not attach so much importance to collecting detailed information on higher education
institutions and their faculties. ARRA therefore approached collecting necessary data
directly from higher education institutions from their annual reports and from the
Institute of Information and Prognoses in Education (ARRA thus continues using data
for its assessments that are publicly accessible and that can be verified by anyone).
On the one hand, this situation makes ARRA’s operation more difficult, but, on the
other hand, it reflects the fact that higher education institutions are interested in
their own quality and self-evaluation, which is expressed in their annual reports
(which are also required by the law). The internal and external evaluations may
synergistically result in quality improvement.
      However, it should be noted to this encouraging fact that the results of
scientific activity as seen on the basis of VV1 – VV4 indicators show no significant
improvements, but rather to the contrary. Here as well, exceptions can be pointed
out that will hopefully become a prevailing rule in the coming years. Examples of
scientifically successful faculties include the relatively new Faculty of Economic and
Social Sciences, Comenius University, and the Faculty of Healthcare and Social Work,
Trnava University. The first one is making significant progress in the quantity of
scientific publications in journals listed in Current Contents while the other one, even
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after reclassification from the SOC group to the MED group, shows excellent results –
measured by Slovak standards – and competes with medical faculties with years of
tradition. In addition to these two examples, the Faculty of Education, Trnava
University, also deserves attention being the first faculty in the SOC group having a
publication with more than 25 citations. The successful operation of Trnava
University in the Slovak situation is illustrated by its Faculty of Law ranking highest
among related faculties of public higher education institutions in the SOC group.
Trnava University in general ranks second or third in individual groups. The
successful progress of Trnava University is a proof that even relatively new
institutions (Trnava University was established in 1992) can reach good results, even
if their taking leading positions undoubtedly requires time.
       Of course, these are not the only faculties that achieved good results, but they
are among those that improved most remarkably or confirmed their reputation even
among tougher competitors.
       The introduction of a new method for the HUM and SOC group faculties’
publication activity assessment has not significantly changed their ranking but
enabled distinguishing among faculties that had zero in the previous assessment that
took into consideration publications in the WoK only. ARRA is working on an
independent method for the assessment of art faculties and higher education
institutions, but this is a very challenging task that will require more time and
discussions.
       As mentioned above, the Faculty of Healthcare and Social Work, Trnava
University, compared favourably even in the more challenging conditions of the MED
group, outperforming even certain well-established medical faculties. In the present
report, we moved all medical faculties from the SOC group to the MED group. This
classification better reflects their orientation and this was also requested by several
representatives of the academic community. After the discussions, ARRA accepts that
this solution may be more appropriate.
       As an experiment, the report includes – with certain limitations – a private
higher education institution, St. Elizabeth University of Health and Social Sciences,
the first private institution in our assessment, which satisfied the condition of at least
3 years of existence and which provided data upon request. In several criteria, it

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reaches relatively good results and is comparable to public higher education
institutions in the MED group. ARRA’s ambition is to asses also private higher
education institutions but their position is specific in that they are not obliged to
publish information to such an extent as the public institutions. If private higher
education institutions want to be included in the assessment, they have to provide
more information about themselves to the public. ARRA is trying to obtain
information from private higher education institutions also directly. However,
information thus collected does not satisfy the nature of public accessibility and
verifiability, which ARRA has considered to be the key since the beginning, therefore
private institutions cannot be included in a full-fledged assessment on the basis of
such information.
       As of this year, ARRA’s report includes information on the labour market
obtained from the Profesia.sk portal. In the years to come, ARRA plans to expand the
scope and also to continue student surveys. This information will enable the public to
make better decisions concerning the choice of higher education institutions. In this
year’s report, it is included only for illustration and to complement the general
picture.




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Assessment of public universities and their faculties

   1. Summary .................................................................................................. 3
   2. Introduction .............................................................................................. 7
   3. Adjustments of the assessment methodology .............................................. 8
   4. Main results of the assessment..................................................................16
      4.1 Universities and faculties of the AGRO group.......................................16
      4.2 Universities and faculties of the HUM group ........................................17
      4.3 Universities and faculties of the MED group.........................................18
      4.4 Universities and faculties of the NAT group .........................................19
      4.5 Universities and faculties of the SOC group .........................................20
      4.6 Universities and faculties of the TECH group .......................................21
      4.7 Results of other ARRA projects ...........................................................23
   5. List of appendices ....................................................................................34




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2.   Introduction

       ARRA is submitting a report to the public assessing higher education
institutions and faculties for 2006. The report follows up on the basic philosophy and
history of higher education institution rankings reflected in ARRA reports on higher
education institutions for 2004 and 2005. Thanks to three continuous years of
assessment, in this report, ARRA identifies trends in higher education in Slovakia.
       In the future, ARRA intends to include also private higher education
institutions in Slovakia. With respect to the fact that the availability of data for
private higher education institutions is lower than that for public ones, this is a
considerably more difficult task. In this report, ARRA provides an assessment of St.
Elizabeth University of Health and Social Sciences. As this is the only private
institution in the assessment, we have not included it in common graphs and tables
but rather dealt with it separately, of course, in the context of higher education
institutions included in the MED group.
       Since the very formation of ARRA, there were discussions about the
assessment of faculties in the HUM and SOC groups. Many scientists in humanities
and social sciences were pointing out that they were discriminated against in their
faculties’ quality assessment, as information on publications was accepted exclusively
from WoK. This is one of the reasons why ARRA decided to take into account other
publications in these two groups. This step enabled differentiation among individual
HUM and SOC faculties in the VV1 to VV4 criteria.
       Year after year the ARRA report is more extensive, therefore it is presented in
a changed structure. We hope that it will thus become clearer and thereby more
useful for its readers.




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3.   Adjustments of the assessment methodology

       The procedure that ARRA used in assessing Slovak universities in 2007 is
similar to that used in 2006. Modifications to the assessment methodology used in
2007 are listed in the following paragraphs:
       a)            In addition to publications included in the WoK database, ARRA took
                     account of publications in journals and books not included in this
                     database for faculties from the HUM and SOC groups.
       b)            Healthcare faculties, in accordance with the Frascati Manual and
                     suggestions from the academic community, were included in the
                     MED group (previously included in the SOC group; see below for a
                     more detailed explanation).
       c)            Criterion SV5, the average age of active professors, was dropped.
                     The Ministry of Education of the Slovak Republic ceased collecting
                     this data and it is not publicly accessible from other sources (for
                     example, from annual reports).
       This report includes an assessment of private St. Elizabeth University of Health
and Social Sciences. The nature of data that this institution provided to ARRA upon
request does not enable the same type of assessment as for public higher education
institutions. ARRA considers crucial that the data it works with come from publicly
accessible and verifiable sources. The institution does not satisfy this condition or
satisfies it only to a limited extent. This is why it is compared with public higher
education institutions only in the text of the report; it is not included in the general
ranking of institutions or faculties.
       Similarly as in the previous assessments, the higher education institution
assessment procedure consists in the following steps in this report:
           the selection of indicators for the quality of education and research in
            individual universities and the assignment of a certain number of points to
            each faculty for the performance in the particular indicator (indicators are




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arranged into groups and each group of indicators gained a certain number
             of points),2
            the division of faculties into six groups according to the so-called Frascati
             Manual in order to compare only faculties that have the same orientation
             and similar working conditions,
            assigning point scores to faculties (the ranking of faculties in individual
             groups according to the Frascati Manual is based on average points score
             in individual groups of indicators),
            calculating point scores for the higher education institutions in individual
             Frascati groups (the ranking of the institution in the given group is given
             by the average assessment of all its faculties included in that group).


        The most recent version of the Frascati Manual of 20023 divides subjects of
higher education research and studies into 6 groups:
               a) natural sciences,
               b) engineering and technology,
               c) medical sciences,
               d) agricultural sciences,
               e) social sciences,
               f) humanities.
From 1 June 2005 this division is included in Slovak law4, i.e., applies also to the
Slovak research community.5
        After the introduction of such a division into the ranking, it is clear that
theological faculties will not be compared with medical faculties or technically
oriented faculties with social science faculties. However, it will be possible to
compare faculties with the same (or similar) scientific orientation side by side.
Prospective students will thus be able to determine which faculty is the best among
those providing education in their area of interest. To make it even more obvious

2
  In 2007, indicators were used that were slightly modified as compared to those of 2006.
3
  Frascati Manual, 6th Edition, OECD 2002, Paris, p. 67.
4
  Act No. 172/2005 on the Organisation of State Support for Research and Development and Additions to Act No.
575/2001 on the Organisation of Government Activities and the Organisation of the Central State Administration
as amended.
5
  A more detailed breakdown is given in the International Standard Classification of Education (ISCED) 1997,
UNESCO, November 1997, and is described below in the text.
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that what is important is the ranking within groups and that in Slovak situation,
universities virtually cannot be compared among themselves, as of 2006, ARRA has
ceased publishing the cumulative table ranking all Slovak public higher education
institutions. It is also true at the same time that the quality of a higher education
institution is determined by the quality of its faculties (except for the University of
Veterinary Medicine and the Academy of Fine Arts, which have no faculties and are
therefore assessed as a whole). With respect to the above, ARRA decided to make,
similarly as in 2005 and 2006, the rankings only on the basis of the results of
faculties ranked in groups of subjects according to the prevailing orientation in
accordance with the Frascati Manual.
        The criteria (or indicators), by which ARRA produced its rankings, focus on the
intensity of performance rather than on the overall performance. For example, one of
the criteria is the total number of publications by the given faculty listed in the Web
of Knowledge database produced by Thomson Scientific Co. (“WoK” )6 divided by the
number of creative workers in the faculty (teachers and researchers with higher
education). If the number of creative workers did not divide the overall number of
publications, the size of the faculty would be the main influence rather than the
intensity of its work.7
        The choice of criteria was also influenced by ARRA’s using only publicly
accessible data. When collecting information on publications not included in the WoK
database, we used faculties’ information on their publication activities published on
their websites. We did not request additional data from the faculties.
        The ranking of institutions under assessment thus produced is based on
official data and domestic and foreign sources in the public domain. ARRA adhered to
this key principle also in this report’s assessments.




6
  http://www.thomson.com/scientific/scientific.jsp. Thanks to the Ministry of Education, all higher education
institutions have access to this database, as do the institutes of the Slovak Academy of Sciences, lecturers and
research and artistic staff, the Accreditation Commission and the Ministry of Education.
7
  In previous reports, ARRA has been obtaining information on the number of scientific staff from the reports of
the Ministry of Education of the Slovak Republic. Presently the Ministry discontinued collecting data in this
structure. The present report uses data from the Institute of Information and Prognoses in Education, which uses
a slightly different methodology. A comparison of data from these two sources showed that there were no
significant differences that would have influenced the ranking of the faculties and universities under assessment.
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Detailed information on the assessment methodology may be found in
Appendix 1; the following text presents an overview of changes in the methodology
applied this year.
       As mentioned above, only minor modifications to the methodology were made
in the present report versus that of 2006. The assessment now includes the Faculty
of Theology of the Catholic University in Ružomberok, which satisfied the condition of
at least three years of existence. Faculties not assessed by ARRA due to not
satisfying this condition this year can be found in Table 1.


Table 1: Faculties not assessed in the 2007 Report

University                                 Faculty                                                 Year
                                                                                                   established
University of Prešov                       Faculty of Management                                       2004
University of Prešov                       Faculty of Sports                                           2004
Catholic University                        Faculty of Healthcare                                       2004
Constantine the Philosopher University     Faculty of Central European Studies                         2004
                                           Faculty of Informatics and Information
Slovak University of Technology            Technologies                                                2004
Technical University of Košice             Faculty of Aeronautics                                      2004




       ARRA also continued assigning compensation points to faculties existing less
than 10 years to prevent them from being handicapped versus those existing for a
longer period. Their list including the compensation factors for 2007 and 2006 is
given in Table 2. The compensation is applied in criteria, in which the period under
assessment exceeds the condition of three years of faculty existence, i.e., in criteria
in the publications and citations group (see below).




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Table 2: Faculties assigned compensation points in the 2007 Report (the
last column shows the last year’s compensation factor in brackets)
University                             Faculty                                      Year             Compensation
                                                                                 established            factor

Comenius University                    Faculty of Social and Economic               2002                10/5
                                       Sciences                                                        (10/4)
University of Prešov                   Faculty of Healthcare                        2002                10/5
                                                                                                       (10/4)
Catholic University                    Faculty of Philosophy                        2002                10/5
                                                                                                       (10/4)
Catholic University                    Faculty of Theology                          2003                10/4
                                                                                                       (10/3)
Catholic University                    Faculty of Education                         2002                10/5
                                                                                                       (10/4)
Constantine the Philosopher            Faculty of Social Sciences and               2002                10/5
University                             Healthcare                                                      (10/4)
Trnava University                      Faculty of Law                               1999                10/8
                                                                                                       (10/7)
Technical University of Košice         Faculty of Arts                              1999                10/8
                                                                                                       (10/7)
University of Žilina                   Faculty of Special Engineering               2002                10/5
                                                                                                       (10/4)
University of Economics                Faculty of International Relations           2000                10/7
                                                                                                       (10/6)
Slovak University of Agriculture       Faculty of Biotechnology and Food            2002                10/5
                                       Sciences                                                        (10/4)
Slovak University of Agriculture       Faculty of European Studies and              2002                10/5
                                       Regional Development                                            (10/4)



        More substantial changes occurred in the interpretation of the Frascati
Manual. ARRA decided to include healthcare faculties in the MED group. The main
reason is the study subject being more related to the MED group rather than to the
SOC group where they were classified before. This involves the Faculty of Healthcare
and Social Work, Trnava University; and the Faculty of Social Sciences and
Healthcare, Constantine the Philosopher University.
        The most significant change can be considered to be the taking into account
publications not included in the WoK in the assessment of faculties in the HUM and
SOC groups. As opposed to the 2006 Report, criterion VV1, which included only the
numbers of publications reflected in the WoK database (now indicated as VV1A), was
extended – for faculties from the HUM and SOC groups – with data from faculty
annual reports on publications in reviewed journals not included in the WoK
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database (indicated as VV1a) and data on book publications not included in the WoK
database (indicated as VV1b).
      Journal publications are structured into several types in faculty reports. These
were assigned different weights. This year’s assessment, which is presented as a
pilot one, assigns weights to individual types of journal publications as indicated in
ARRA Newsletter No. 2. The weights are given in Table 3. When including these
weights and converting them per creative worker, faculty was assigned – in addition
to points obtained for WoK publications (original criterion VV1) – additional points for
other publications, each faculty being able to obtain a maximum of 20 points. The
assessment included a summary number of points for all journal publications in total.


              Table 3: Weights for journal publications of faculties
              not reflected in the WoK
            output                                                                  weight
            Foreign scientific journals                                                      8
            Local scientific journals                                                        4
            Foreign technical journals                                                       6
            Local technical journals                                                         3
            Papers in international conference proceedings                                   4
            Papers in local conference proceedings                                           2
            Invited lectures abroad                                                          8
            Invited lectures – local                                                         4



   A similar procedure was applied to book publications.


              Table 4: Weights for book publications of faculties not
              reflected in the WoK
            output                                                                  weight
            Scientific and artistic monographs by foreign publishers                         20
            Scientific and artistic monographs by local publishers                           10
            Technical book publications by foreign publishers                                 8
            Technical book publications by local publishers                                   4
            Chapters in scientific and artistic monographs by foreign
                publishers                                                                    8
            Chapters in scientific and artistic monographs by local
                publishers                                                                    4


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Chapters in technical book publications by foreign publishers                    4
            Chapters in technical book publications by local publishers                      2
            Higher education textbooks by foreign publishers                               16
            Higher education textbooks by local publishers                                   8
            Chapters in higher education textbooks by foreign publishers                     8
            Chapters in higher education textbooks by local publishers                       4
            Teaching texts (paperback textbooks, lectures, workbooks)                        4
            Chapters in teaching texts                                                       2
            Secondary school textbooks                                                       7
            Other                                                                            0



       The inclusion of publications not covered by WoK in the assessment of
faculties’ publication activity is motivated by several factors. At least several of them
are presented for illustration. Numerous faculties publish relatively few publications
in journals covered by the WoK database. For various faculties, this has different
causes. These are sometimes historical. Where a faculty was formed from a faculty
focused on the preparation of future teachers for primary and secondary schools,
then they mostly continued this tradition rather than trying to build strong groups in
the given scientific area capable of international competition. In other areas, for
example, in pedagogy, there are no Slovak journals that are included in the WoK
database.
      The issue of conditions and criteria for habilitations and inaugurations was
dealt with by ARRA Newsletter No. 4 of October 2007.
      The resulting situation, regardless of the causes, is such that the assessment
on the basis of publications in the WoK makes several faculties from the SOC and
HUM groups stand out (in the opinion of report authors, rightly so), but gives zero or
nearly zero assessment to a great majority of them in the “publications and citations”
category. This does not enable differentiated assessment of various faculties whose
research and publication level is objectively different. After extensive discussions,
ARRA therefore approached a modification to the methodology used. It continues to
apply, however, that publications in the WoK are assigned the greatest weight, as in
the report authors’ opinion, they best reflect the quality of the scientific work of the
respective institutions and are of internationally accepted informative value.


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Foreign institutions assessing the quality of science and research are faced
with similar problems. The solution applied in a pilot form by ARRA is one of several
possible. Another possibility is to choose several local journals in the given area and
include them in the assessment. Similar approach was used, for example, in the FRG
when assessing faculties of law. ARRA worked on this idea but the work is in its
initial stages and its possible application in the Slovak situation would require
considerable effort and costs.




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4.        Main results of the assessment

                      This chapter of the report’s main part will present the results found in individual
            ARRA groups. We will outline trends that can be observed based on three-years’
            monitoring of the indicators. In the conclusion of the chapter, we will provide
            information on the results of other projects that ARRA participates in and that are
            related to higher education.



            4.1          Universities and faculties of the AGRO group


                                                         teachers and applications publications
                     AGRO                                students     for study    and citations PhD. study grants
                                                                                                                     AVERAGE
                                                                                                                             Average Average
                                                         (SV1-SV4)    (SV6-SV8) (VV1-VV3a) (VV4- VV6) (VV7-VV10)              2005    2006
1     University of Veterinary Medicine                        90            92           80          73          70   81,1  83,4     81,6
2     Technical University in Zvolen                           76            50           34          59          54   54,5  63,2     52,3
3     Slovak University of Agriculture                         65            59           25          78          42   53,7  53,4     55,6



                                                                                            teachers applications
                                                                                                                  publications
                                                                                            and
                      AGRO                                                                            for study
                                                                                            students (SV6-SV8)
                                                                                                                  and citations PhD. study grants   AVERAGE Average   Average
                                                                                                                  (VV1-VV3a) (VV4- VV6) (VV7-VV10)           2005      2006
                                                                                            (SV1-SV4)
1   University of Veterinary Medicine                   University of Veterinary Medicine        90         92          80           73          70   81,1  83,8      81,6
2   Faculty of Biotechnology and Food Sciences          Slovak University of Agriculture         72         52          56           66          67   62,6  41,3      62,4
3   Faculty of Forestry                                 Technical University in Zvolen           87         44          57           45          67   59,9  65,5      57,0
4   Faculty of Agrobiology and Food Resources           Slovak University of Agriculture         67         63          15           83          29   51,3  61,6      53,8
5   Faculty of Wood Sciences and Technology             Technical University in Zvolen           65         56          10           74          42   49,2  55,5      50,6
6   Faculty of Horticulture and Landscape Engineering   Slovak University of Agriculture         55         62            4          86          30   47,3  57,1      47,5




                         In the group of agricultural faculties, a swap on the fifth and sixth places
            occurred, thanks to which the Technical University in Zvolen moved one rank higher.
            The position of the University of Veterinary Medicine in this group remains
            unchanged.




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4.2        Universities and faculties of the HUM group


                                              teachers and applications publications
                       HUM                    students     for study    and citations PhD. study grants
                                                                                                          AVERAGE
                                                                                                                  Average Average
                                              (SV1-SV4)    (SV6-SV8) (VV1-VV3a) (VV4- VV6) (VV7-VV10)              2005    2006
1      Academy of Music and Dramatic Arts           81            60             1          65          3   42,0  48,2     41,7
2      Comenius University                          55            45            26          52         25   40,6  47,5     36,7
3      University of Trnava                         61            36            15          52         36   40,0  51,6     39,9
4      Academy of Fine Arts and Design              62            83          -             40         12   39,5  52,3     39,6
5      University of Prešov                         49            35            28          25         25   32,6  46,2     36,6
6      Constantine the Philosopher University       39            58             1          31         11   27,9  38,9     24,8
7      Academy of Arts                              61            51             3          13          7   27,0  37,4     28,2
8      Technical University of Košice               43            63             0        -             5   22,3  27,6     36,6
9      Matej Bel University                         41            33             5          19          4   20,4  28,8      22
10     Catholic University                          36            29             5          23          3   19,3  30,9     22,2
11     University of St. Cyril and Methodius        38            31             6        -            16   18,1  27,7     20,1




                                                                                                   teachers
                       HUM                                                                         and       applications publications                       AVERAGE
                                                                                                   students for study     and citations PhD. study grants            Average Average
                                                                                                   (SV1-SV4) (SV6-SV8) (VV1-VV3a) (VV4- VV6) (VV7-VV10)               2005    2006
 1   Faculty of Arts                                        Comenius University                         56         44            50           44          62   51,0  64,7    44,9
 2   Faculty of Humanities and Natural Sciences             University of Prešov                        49         35            74           14          67   47,6  53,0    47,6
 3   Faculty of Theology                                    University of Trnava                        70         39             2           71          50   46,3  44,7    42,5
 4   Faculty of Music and Dance                             Academy of Music and Dramatic Arts          82         69             0           61           1   42,6  42,6    43,3
 5   Faculty of Theatre Arts                                Academy of Music and Dramatic Arts          85         52             1           42          32   42,3  49,0    39,3
 6   Faculty of Film and Television                         Academy of Music and Dramatic Arts          81         52             1           68           4   41,3  47,9    42,7
 7   Academy of Fine Arts and Design                        Academy of Fine Arts and Design             62         83          -              40          12   39,5  50,1    39,6
 8   Evangelical Theological Faculty                        Comenius University                         55         54            25           51          12   39,4  42,3    36,5
 9   Faculty of Performing Arts                             Academy of Arts                             73         67             0           12          19   34,1  47,1    34,6
10   Faculty of Arts                                        University of Trnava                        51         34            28           33          22   33,8  51,0    37,3
11   Faculty of Arts                                        University of Prešov                        47         37            35           27          16   32,2  53,8    42,6
12   Roman Catholic Theological Faculty of Cyril and Methodius
                                                            Comenius University                         54         37             4           63        -      31,5  42,0    28,8
13   Orthodox Theological Faculty                           University of Prešov                        60         34             2           46          13   31,3  43,4    35,2
14   Faculty of Fine Arts and Design                        Academy of Arts                             66         65             1           12           8   30,3  34,6    24,7
15   Faculty of Arts                                        Constantine the Philosopher University      39         58             1           31          11   27,9  35,3    24,8
16   Faculty of the Humanities                              Matej Bel University                        42         35             9           32           9   25,5  35,2    27,1
17   Faculty of Dramatic Arts                               Academy of Arts                             68         48             1         -           -      23,5  32,4    25,3
18   Faculty of Arts                                        Technical University of Košice              43         63             0         -              5   22,3  28,0    36,6
19   Faculty of Arts                                        Catholic University                         36         25            10           26           3   20,0  26,5    22,2
20   Greek Catholic Theological Faculty                     University of Prešov                        41         34             2           13           6   19,4  27,9    21,0
21   Faculty of Theology                                    Catholic University                         36         32             1           21           3   18,6    n.a.    n.a.
22   Faculty of Arts                                        University of St. Cyril and Methodius       38         31             6         -             16   18,1  27,4    20,1
23   Faculty of Philology                                   Matej Bel University                        41         31             1            5        -      15,4  20,5    16,9




                        Only several more significant shifts occurred among the faculties with
             prevailing focus on humanities. The move of the Comenius University Faculty of
             Philosophy from the second to the first rank may be seen as a trend – last year
             already it progressed two ranks to the second position. The Faculty of Theology,
             Trnava University, did better than last year (moving from the sixth rank to the third
             one); the Faculty of Music, Academy of Arts improved too. On the contrary, the


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Faculty of Philosophy of Prešov fell from the fifth to the eleventh rank and even
            deeper drop was experienced by the Faculty of Arts, Technical University in Košice.
                        Changes in faculties’ rankings occurred also due to Comenius University’s
            progress from the fourth to the second place in the group.




            4.3          Universities and faculties of the MED group


                                             teachers and applications publications
                       MED                   students     for study    and citations PhD. study grants
                                                                                                          AVERAGE
                                                                                                                  Average Average
                                             (SV1-SV4)    (SV6-SV8) (VV1-VV3a) (VV4- VV6) (VV7-VV10)               2005    2006
1     Comenius University                          83            80           53          40           60   63,3  71,1     73,6
2     University of Trnava                         64            38           97        100             4   60,7    n.a.    n.a.
3     Pavol Jozef Šafárik University               72            62           51          36           46   53,5  67,7     54,4
4     Constantine the Philosopher University       32            57            1          42           33   32,9    n.a.    n.a.
5     University of Prešov                         25            41            1          22         -      17,7    n.a.    n.a.




                                                                                         teachers
                       MED                                                               and       applications publications                       AVERAGE
                                                                                         students for study     and citations PhD. study grants            Average Average
                                                                                         (SV1-SV4) (SV6-SV8) (VV1-VV3a) (VV4- VV6) (VV7-VV10)               2005    2006
1   Jessenius Faculty of Medicine                 Comenius University                         83         85           32           52           94   69,2  72,3    78,8
2   Faculty of Pharmacy                           Comenius University                         75         79           85           24           60   64,6  79,3    78,5
3   Faculty of Health Care and Social Work        University of Trnava                        64         38           97         100             4   60,7    n.a.    n.a.
4   Faculty of Medicine                           Comenius University                         90         75           42           45           27   56,0  63,0    63,6
5   Faculty of Medicine                           Pavol Jozef Šafárik University              72         62           51           36           46   53,5  70,7    54,4
6   Faculty of Social Sciences and Health         Constantine the Philosopher University      32         57             1          42           33   32,9    n.a.    n.a.
7   Faculty of Health Care                        University of Prešov                        25         41             1          22         -      17,7    n.a.    n.a.




                         No changes occurred among medical and healthcare faculties. In 2007, this
            group included three healthcare-oriented faculties, previously assessed within the
            SOC group. Interestingly, the Faculty of Healthcare and Social Work, Trnava
            University, did very good among well-established medical faculties and took the third
            place overall. The success of this faculty is underlined by the fact that it
            outperformed Comenius University’s Faculty of Medicine and the Faculty of Medicine
            of Pavol Jozef Šafárik University in Košice.
                        This group of “healthcare” faculties undoubtedly includes St. Elizabeth
            University of Health and Social Sciences. It was assessed only experimentally (not
            included in the ranking) with respect to different nature of data and unavailability of
            certain necessary information (explained above). However, if it was assessed, it
            would rank between the second and third third of the table.
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4.4          Universities and faculties of the NAT group


                                             teachers and applications publications
                       NAT                   students     for study    and citations PhD. study grants
                                                                                                         AVERAGE
                                                                                                                 Average Average
                                             (SV1-SV4)    (SV6-SV8) (VV1-VV3a) (VV4- VV6) (VV7-VV10)              2005    2006
1     Comenius University                          87            66           73          81          80   77,5  77,6     81,9
2     Pavol Jozef Šafárik University               78            54           67          67          43   61,7  67,2     65,4
3     Technical University in Zvolen               55            65           13          75          34   48,4  48,5     46,2
4     Constantine the Philosopher University       52            79           13          60          29   46,4  46,3     50,1
5     Matej Bel University                         42            44           13          37          16   30,2  40,9     34,1
6     University of St. Cyril and Methodius        52            42           12           7          12   25,1  28,5     23,9
7     University of Žilina                         36            62            1          14           9   24,3  37,1     27,8




                                                                                             teachers
                        NAT                                                                  and       applications publications                      AVERAGE
                                                                                             students for study     and citations PhD. study grants           Average Average
                                                                                             (SV1-SV4) (SV6-SV8) (VV1-VV3a) (VV4- VV6) (VV7-VV10)              2005    2006
1   Faculty of Mathematics, Physics and Informatics   Comenius University                         98         55           96           71          83   80,5  82,3    82,6
2   Faculty of Natural Sciences                       Comenius University                         77         77           51           91          77   74,5  72,0    81,2
3   Faculty of Natural Sciences                       Pavol Jozef Šafárik University              78         54           67           67          43   61,7  68,2    65,4
4   Faculty of Ecology and Environmental Sciences     Technical University in Zvolen              55         65           13           75          34   48,4  47,0    46,2
5   Faculty of Natural Sciences                       Constantine the Philosopher University      52         79           13           60          29   46,4  44,9    50,1
6   Faculty of Natural Sciences                       Matej Bel University                        42         44           13           37          16   30,2  37,1    34,1
7   Faculty of Natural Sciences                       University of St. Cyril and Methodius       52         42           12            7          12   25,1  25,8    23,9
8   Faculty of Natural Sciences                       University of Žilina                        36         62             1          14           9   24,3  35,4    27,8




                         Faculties focused on natural sciences form one of the most stable groups. In
            the year under assessment, certain faculties swapped places but the differences in
            terms of points remained small. The Faculty of Ecology and Environmental Sciences
            of the Technical University in Zvolen returned to the fourth place and pushed the
            Faculty of Natural Sciences of Constantine the Philosopher University back to the fifth
            place where it had been in 2005. At the end of the table, faculties of the University of
            SS Cyril and Methodius and of Žilina University swapped places. These changes were
            exactly copied also in the assessment of universities in this group. Comenius
            University holds the lead, represented by two faculties in the forefront positions: the
            Faculty of Natural Sciences (2nd place) and the Faculty of Mathematics, Physics and
            Informatics (1st place).




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4.5         Universities and faculties of the SOC group


                                              teachers and applications publications
                       SOC                    students     for study    and citations PhD. study grants
                                                                                                          AVERAGE
                                                                                                                  Average Average
                                              (SV1-SV4)    (SV6-SV8) (VV1-VV3a) (VV4- VV6) (VV7-VV10)              2005    2006
1      Technical University of Košice               59            41           25           22         90   47,5  49,0      46
2      Slovak University of Agriculture             58            56           23           50         37   44,7  43,0     40,9
3      University of Trnava                         69            35           43           28         42   43,6  51,2      47
4      University of Žilina                         62            69            1           53         18   40,6  45,2     39,7
5      University of Economics                      66            39           20           51         22   39,7  36,6     34,8
6      Comenius University                          65            56           19           44         14   39,6  41,5     37,6
7      Constantine the Philosopher University       52            43            2           41         25   32,5  30,0     32,4
8      Matej Bel University                         67            43            6           27         13   31,1  31,1     28,6
9      Pavol Jozef Šafárik University               60            37           12            9          8   25,3  30,7     27,5
10     Catholic University                          44            32            7           18         14   23,1  34,4     23,8
11     University of Prešov                         48            33            1           24          9   22,9  35,5     24,6
12     University of St. Cyril and Methodius        41            64            1         -             8   22,8  25,9     22,3
13     Alexander Dubček University in Trenčín       39            39            1         -            13   18,5  27,6     27,3




                                                                                                      teachers
                        SOC                                                                           and       applications publications                      AVERAGE
                                                                                                      students for study     and citations PhD. study grants           Average Average
                                                                                                      (SV1-SV4) (SV6-SV8) (VV1-VV3a) (VV4- VV6) (VV7-VV10)              2005    2006
 1   Faculty of International Relations                        University of Economics                     67         69           18            96         43   58,8  40,4    48,8
 2   Faculty of Physical Education and Sports                  Comenius University                         82         44           22            70         28   49,1  51,9    47,5
 3   Faculty of Education                                      University of Trnava                        66         34           82            26         37   48,9  37,6    39,0
 4   Faculty of Economics                                      Technical University of Košice              59         41           25            22         90   47,5  47,5    46,0
 5   Faculty of Social and Economic Sciences                   Comenius University                         76         70           54            21         16   47,3  40,6    35,6
 6   Faculty of European Studies and Regional Development Slovak University of Agriculture                 48         45           39            48         53   46,5  34,1    37,7
 7   Faculty of Economics and Management                       Slovak University of Agriculture            67         67             8           52         22   43,0  46,6    44,2
 8   Faculty of Operation and Economics of Transport and Communications
                                                               University of Žilina                        62         69             1           53         18   40,6  39,9    39,7
 9   Faculty of Commerce                                       University of Economics                     62         35           31            54         15   39,3  35,6    37,8
10   Faculty of Business Economics                             University of Economics                     64         33           21            46         32   39,0  32,2    28,9
11   Faculty of Law                                            University of Trnava                        73         36             4           31         48   38,4  34,4    37,4
12   Faculty of Political Sciences and International Relations Matej Bel University                        87         38             8           30         28   38,4  30,1    28,0
13   Faculty of Management                                     Comenius University                         50         71             9           54          6   38,1  32,7    34,4
14   Faculty of National Economy                               University of Economics                     76         30           24            38         17   37,2  36,7    34,8
15   Faculty of Law                                            Comenius University                         58         60             3           37         11   33,7  36,8    33,7
16   Faculty of Education                                      Matej Bel University                        66         45             7           37         12   33,4  30,2    29,4
17   Faculty of Economic Informatics                           University of Economics                     57         35           21            40         10   32,6  31,8    29,1
18   Faculty of Education                                      Constantine the Philosopher University      52         43             2           41         25   32,5  35,7    31,8
19   Faculty of Business Management                            University of Economics                     68         33             9           35         12   31,1  32,8    29,5
20   Faculty of Education                                      Comenius University                         60         36             5           40         10   30,0  40,1    37,0
21   Faculty of Law                                            Pavol Jozef Šafárik University              73         40           10            18          8   29,8  32,5    27,9
22   Faculty of Economics                                      Matej Bel University                        55         41             7           27          8   27,6  32,9    32,6
23   Faculty of Law                                            Matej Bel University                        60         49             0           14          2   25,2  28,6    24,4
24   Faculty of Education                                      Catholic University                         44         32             7           18         14   23,1  31,9    23,8
25   Faculty of Education                                      University of Prešov                        48         33             1           24          9   22,9  33,0    39,0
26   Faculty of Mass Media Communication                       University of St. Cyril and Methodius       41         64             1         -             8   22,8  25,0    22,3
27   Faculty of Public Administration                          Pavol Jozef Šafárik University              48         33           15          -             8   20,9  30,0    37,1
28   Faculty of Social and Economic Relations                  Alexander Dubček University in Trenčín      39         39             1         -            13   18,5  26,1    27,1




                         Compared to 2006, three healthcare faculties were moved from the SOC
             group to the MED group, including the previous leader of the group – the Faculty of
             Healthcare and Social Work, Trnava University. Among the faculties that remained in
             the group, the best position was kept by the University of Economics’ Faculty of
             International Relations. The most significant move is the progress of the Matej Bel

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University’s Faculty of Political Sciences and International Relations from the 22nd
             (taking into consideration the reclassification of healthcare faculties) to the 12th
             place. The only representative of Trenčín University did worse – the Faculty of Social
             and Economic Relations. By taking the last place, it placed its parent university at the
             end of the SOC group ranking. What is noteworthy is also the move of Trnava
             University’s Faculty of Education from the seventh (or sixth) place to the third one.
             For the first time in the three years of assessment and still as the only one in the
             SOC group, Trnava University’s Faculty of Education has a publication cited more
             than 25 times, which also proves that even at SOC-type faculties, papers with
             international response can be created.




             4.6        Universities and faculties of the TECH group


                                              teachers and applications publications
                     TECH                     students     for study    and citations PhD. study grants
                                                                                                          AVERAGE
                                                                                                                  Average Average
                                              (SV1-SV4)    (SV6-SV8) (VV1-VV3a) (VV4- VV6) (VV7-VV10)              2005    2006
 1     Slovak University of Technology              65            57           30          48          49   49,7  51,9     51,5
 2     Technical University of Košice               54            41           11          49          33   37,9  47,5     41,3
 3     University of Žilina                         52            48            4          43          29   35,2  40,1     34,6
 4     Technical University in Zvolen               59            40            0          43          13   31,0  55,5     39,9
 5     Slovak University of Agriculture             56            44            2          29          18   29,8  42,0     33,8
 6     Alexander Dubček University in Trenčín       52            34           11          28          22   29,5  40,1     21,4



                                                                                                   teachers
                      TECH                                                                         and       applications publications                      AVERAGE
                                                                                                   students for study     and citations PhD. study grants           Average Average
                                                                                                   (SV1-SV4) (SV6-SV8) (VV1-VV3a) (VV4- VV6) (VV7-VV10)              2005    2006
 1   Faculty of Chemical and Food Technology                Slovak University of Technology            100         46          100           77          98   84,1  80,4     82,5
 2   Faculty of Electrical Engineering                      Slovak University of Technology             66         50            40          49          81   57,1  58,6     61,1
 3   Faculty of Mechanical Engineering                      University of Žilina                        67         35             6          68          67   48,6  49,8     46,9
 4   Faculty of Mechanical Engineering                      Slovak University of Technology             58         65            15          39          41   43,8  45,5     46,6
 5   Faculty of Mining, Ecology, Process Control and Geotechnology University of Košice
                                                            Technical                                   41         51            15          69          40   43,4  53,4     46,2
 6   Faculty of Metallurgy                                  Technical University of Košice              67         34            18          63          28   42,2  51,7     48,4
 7   Faculty of Architecture                                Slovak University of Technology             62         86             0          51          10   41,8  45,6     47,1
 8   Faculty of Industrial Technologies                     Alexander Dubček University in Trenčín      56         35            27          38          51   41,5  48,4      43
 9   Faculty of Civil Engineering                           Slovak University of Technology             60         47            19          40          32   39,5  47,2     41,3
10   Faculty of Electrical Engineering and Informatics      Technical University of Košice              57         41            12          43          30   36,4  49,9     39,8
11   Faculty of Civil Engineering                           University of Žilina                        51         60             0          37          32   36,0  34,8     32,9
12   Faculty of Civil Engineering                           Technical University of Košice              65         46            14          34          21   35,9  44,5     38,3
13   Faculty of Mechanical Engineering                      Technical University of Košice              46         37             6          56          32   35,3  50,4     38,8
14   Faculty of Manufacturing Technologies                  Technical University of Košice              51         40             2          30          49   34,4  38,2     36,6
15   Faculty of Electrical Engineering                      University of Žilina                        58         43             5          35          23   32,9  39,3     35,2
16   Faculty of Material Sciences and Technology            Slovak University of Technology             44         45             7          32          33   32,0  33,1     30,4
17   Faculty of Environmental and Manufacturing Technology Technical University in Zvolen               59         40             0          43          13   31,0  39,9     54,5
18   Faculty of Management Science and Informatics          University of Žilina                        39         47             8          45          10   30,0    n.a.   32,2
19   Faculty of Agricultural Engineering                    Slovak University of Agriculture            56         44             2          29          18   29,8  41,1     33,8
20   Faculty of Special Engineering                         University of Žilina                        43         54          -             31          14   28,4  35,7     35,9
21   Faculty of Special Technology                          Alexander Dubček University in Trenčín      60         33          -             26           8   25,5  33,4     31,8
22   Faculty of Mechatronics                                Alexander Dubček University in Trenčín      41         33             5          20           8   21,4  28,3     19,5




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The ranking of universities in the TECH group of faculties is relatively stable.
The only change is the swapping of places between the Technical University in
Zvolen, which moved from the third to the fourth place, and Žilina University. To a
considerable extent, this move can be attributed to the Faculty of Environmental and
Production Technologies of the Technical University in Zvolen, which dropped from
the tenth to the seventeenth place. This decline only underlines the falling trend,
with this faculty having reached the third rank in the TECH group in the 2005
assessment. Overall, it has lost 14 positions since 2005. The faculties of Žilina
University improved only moderately. The most successful faculty of this university is
the Faculty of Mechanical Engineering, which took the 3rd rank (compared to last
year’s fifth). A drop among the best faculties of this group was seen again by the
Faculty of Metallurgy of the Technical University of Košice (third last year) losing
three ranks similarly as the Faculty of Architecture of the Slovak University of
Technology (a drop from the fourth to the seventh place). The institution with the
least satisfactory ranking in the group continues to be Trenčín University of
Alexander Dubček.




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4.7     Results of other ARRA projects

4.7.1    Student Survey project

        ARRA considers students to be an important source of information about
higher education institutions. They have the direct experience. Therefore at the end
of 2006, ARRA, jointly with the GfK Slovakia research agency, conducted a survey of
students’ satisfaction with higher education institutions. The survey results were
published in March 2007 in ARRA Newsletter No. 2/2007.
        ARRA’s objective was, in cooperation with GfK Slovakia, to gradually prepare a
survey involving a representative part of students of all faculties of Slovak higher
education institutions so that the results objectively reflect the reality also on the
level of faculties.
        The higher education student satisfaction survey conducted at the turn of
2006 and 2007 is representative with respect to all full-time students of higher
education institutions in Slovakia. Data collection took place between 9 November
and 31 December 2006 on a sample of 2,015 respondents. The survey was
conducted on a target group of second and higher year students. It will become part
of the general assessment once representative participation of students of all
faculties is reached.


        Full time students of higher education institutions are not very satisfied with
their study. Full satisfaction was expressed by only approximately one seventh of the
students (14%). Next 45% are moderately satisfied with their institution. Explicit
dissatisfaction was expressed by nearly 20% of students.
        The survey was determining satisfaction even in a greater detail within
individual aspects of the study. Students are most satisfied with their teachers. On
the contrary, they are least satisfied with the organisation of teaching and availability
and use of computers and the Internet at the institutions.
        The situation differs very much at different faculties (even at the same
university). There is great satisfaction with certain faculties while with others it is
relatively low. However, the sample size in this survey does not enable a more
detailed insight into individual faculties.

          ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03   23
                         tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk
                         Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
definitely
                      not
                     7,8%
                                        definitely
   rather not                              yes
     17,6%                               34,3%
                                                                            Likewise, the students’ loyalty
                                                                   to     their    institution      is    reduced.
   neither
 yes, nor no                                                       Approximately         one      third    of    the
    8,9%
                                                                   present higher education students
                         rather yes                                would not recommend the institution
                           31,4%
                                                                   they     are     studying       at     to    their

Graph 1: If you were able to decide                                acquaintances. Similarly, one third of

again whether to start studying at                                 the respondents would not choose
your present faculty or at another                                 their institution again. Only one third
faculty, would you choose your present                             of students are certain about their
faculty again?                                                     repeated choice of the same faculty
                                                                   (34%).
        When students were choosing the present institution, they took into
consideration a number of various criteria. The quality of the institution and later
career prospects were not the most important factor for each student. Important
reasons included, for example, the vicinity of the institution, friends studying in the
same town, but also admission without entrance tests. The demand in high quality of
the higher education institution is not very obvious and unambiguous on the part of
students.
        According to the reasons based on which they chose the higher education
institution, the students could be divided into four categories:
   Good institution (28% of students)
   The main reason for selecting an institution was its quality. What was taken into
   consideration was the institution’s prestige, quality of teachers, career prospects.
   As cheap as possible (24% of students)
   They chose the institution according to the distance from their home. The
   objective was to minimise the costs of the studies. Other reasons were not
   important.



               ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03             24
                              tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk
                              Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
The easier way (23% of students)
   These students had no choice. They study at an institution that was the only one
   to accept them, or they were admitted to the institution without entrance tests
   (and tried nowhere else).
   Student life (25% of students)
   More important than the choice of the institution was the choice of the place
   where the institution resides. The primary reasons included friends, possibility of
   working while studying, etc. The quality of the studies was secondary.
         Only a little more than half of the students are of the opinion that the
knowledge they are acquiring at the institution will be useful in the practice (53%).
One third of the students find it partially useful (35%).
         What is encouraging is that over 80% of students want to work in an area
identical with or similar to the one they are studying at the moment. About one sixth
of students plan to work in a different area (17%).


                             I have not
                           thought about
             definitely in
                                it yet
             another area
                                4,4%
                4,3%

     rather in
   another area                                     definitely in
      12,7%                                        the same area
                                                       33,1%



   rather in the                                                    Graph 2: Once you finish your
    same area
      45,5%
                                                                    studies, do you plan to work in the
                                                                    same area as you studied?




         Approximately 60% of students attend institutions outside of the area of their
domicile. Approximately 43% of students live at various types of dormitories and
17% live in private rented accommodation.
         A     large      majority         of   university     students     work     while     studying.   Only
approximately 17% of students do not make any money. An average student has



              ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03         25
                             tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk
                             Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
slightly less than SKK 5000 available per month. However, one tenth of students
have over SKK 10,000 available per month.
                Student Survey project was kindly supported by




        ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03   26
                       tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk
                       Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
4.7.2   Project “Top Scientists”


         The discussion on the reform of higher education in Slovakia is often
reduced only to the number of higher education students and less is spoken about
the quality of education they are receiving. The quality of education cannot be
separated from the quality of scientific and research work. Since the establishment of
first universities, these institutions were not only the centres of knowledge but also
of its further deepening and development.
         The public discussion on the quality of science in Slovakia often does not
rely on facts but rather on subjective opinions of the involved. This is one of the
reasons why ARRA, with the support from the Penta Foundation, decided to identify
top scientists in Slovakia and show how they compare with international competitors.
         International comparisons of the quality of science in Slovakia show that
Slovakia is significantly lagging behind comparable countries of the European Union
in the dynamics of acquisition of internationally recognised scientific knowledge.
Between 1995 and 2006, the scientific production measured by the number of
publications in journals listed in Current Contents increased by mere 14%. For
comparison, in the Czech Republic this increase was 99.5% and in Poland as many
as 113.5%. In the per capita figure, Slovakia outperformed only Poland. On the other
hand, in 1995, Slovakia ranked second after Austria. When we compare the scientific
base and tradition of scientific work before 1995 with the results in 2005, we cannot
arrive at a conclusion other than that creative scientific activity is stagnating.


Table 5: Numbers of publications in WoS in the period of 1995 – 2006 in
selected countries.
                                                                                        number of papers per
State                         1995               2006        change in %
                                                                                            million residents
Czech Republic               3,756             7,494                    99.5                            749.4
Hungary                      3,666             6,127                      67                            612.7
Poland                       8,077            17,244                   113.5                            431.1
Austria                      6,437            11,205                      74                          1,600.7
Slovakia                     2,179             2,494                      14                            479.6




          ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03       27
                         tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk
                         Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
Therefore in 2007, ARRA started to work in a project with the objective of
identifying scientists with exceptional, internationally comparable results. In the first
phase, the project was implemented in physics and chemistry and the results are
published on ARRA website. In cooperation with experts from other disciplines, the
project continues in biology, mathematics, economics, pharmaceutics, medical
sciences, earth sciences, and environmental sciences.
          The methodology is based on a generally acceptable fact that significant
scientific results must be reviewed and particularly published so that they are
accessible to broad international scientific community, be subject to analysis and
criticism, and particularly that the results can be followed up by other scientists. This
is why we used standard indicators recognised internationally – publications and
responses thereto (citations) according to international databases, namely the Web
of Science (WoS).
          For the identification of significant scientists, individual personalities, it is
appropriate to use a somewhat different approach than for universal assessments of
entire institutions. Our methodology relies on Hirsch “h-index”, which was defined by
physicist Jorge E. Hirsch in 2005 (Proc. Natl. Acad. Sci., USA) as the measure of
impact of individual’s scientific work. This “h-index” expresses the highest number of
publications, of which each is cited at least h times. For example, E. J. Corey,
laureate of the Nobel Prize for chemistry, has an h-index of 132, which means that
he published 132 papers, each of which was cited at least 132 times. It should be
noted that this is a challenging indicator. A lower h-index may be significantly
influenced by self-citations (when some of the co-authors cites his/her own work).
This is why we eliminated self-citations in our methodology (as the WoS counts them
in), which reduces the original h-index. We refer to such index as H-index.


Table 6: Citation rates for publications in the world in individual fields in
1995 – 2006
                                                               Average number of             Limit H-index
                             Number of
 Scientific discipline                         Citations                citations per                for top
                            publications
                                                                         publication               scientists
Biology                            542,513       8,482,803                        15.64                   18
Chemistry                       1,070,973          9339628                         8.72                   15

          ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03            28
                         tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk
                         Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
Economics                           140,075         631,644                         4.51                  5
Pharmaceutics                       159,810       1,596,203                         9.99                 12
Physics                             854,823       6,407,290                          7.5                 13
Mathematics                         220,644         611,306                         2.77                  6
Environmental
sciences                            221,284       1,909,148                         8.63                 12
Earth sciences                      245,179       1,950,007                         7.95                 10
Medical sciences                 1,868,486       20,643,979                        11.05                 15


           The publication frequency and the average number of citations per paper
differ for individual scientific disciplines, as shown in Table 6 according to data from
the WoS. If we are to reflect the success of scientists in individual disciplines, this
fact needs to be taken into consideration. Chemical sciences show an average
citation frequency approximately in the centre of the interval. We will analyse this in
a more detailed ARRA report for individual scientific disciplines, which will be
published in the first half of 2008.


     Table 7: Number of top scientists

                                            Number of scientists              Number of scientists
                                                     a
     Scientific discipline                  with H greater than            with a publication cited
                                                            the limit         more than 100 times

     Biology                                                         3                               3
     Chemistry                                                      21                              16
     Economics                                                       0                               0
     Pharmaceutics                                                   2                               0
     Physics                                                        11                               6
     Mathematics                                                    12                               2
     Environmental sciences                                          0                               0
     Earth sciences                                                  2                               0
     Medical sciences                                                3                               3


           Table 7 documents the scientific contribution of Slovak scientists to
international science in individual scientific disciplines. The second column of Table 7
shows the number of scientists with an H-index equal to or greater than the limit
value given in Table 6. The greatest number of top scientists are in natural sciences,

           ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03         29
                          tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk
                          Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
particularly in chemistry, physics, and mathematics. On the other hand, economics
and environmental sciences do not have a single representative.
         The last column of Table 7 shows the number of scientists in individual
scientific disciplines who exceed the limit H-index and at the same time published
a paper cited in the WoS at least 100 times, i.e., except for biology, 10 times more
than the average citation rate. A paper cited more than 100 times is certainly a
significant contribution on the international scale in the given scientific discipline. If
an author has a high H-index and, at the same time, at least one paper cited more
than 100 times, he/she should be considered a “super top” of the Slovak science.
Most authors of such papers are in chemistry. Some of them published several
papers that were cited more than 100 times. Some of them reach 400 citations.
         When we take a look at the workplaces of the best scientists in the
disciplines analysed so far, we find that most of them work at Comenius University
(27, i.e., approximately one half of all top scientists identified by us), at the institutes
of the Slovak Academy of Sciences (19) and at the Slovak University of Technology
(7). Scientists with several significant multi-author papers work at Comenius
University and at P. J. Šafárik University. These institutions were built in the long
term as centres of scientific research in Slovakia.
         The extensive parameters in Table 5, the number of publications registered
in international databases, clearly document the stagnation of the Slovak science.
Unfortunately, we also lag behind in the performance of top scientists. In our
successful disciplines, in chemistry and physics, we compared top Slovak and Czech
scientists according to the h-index. There are substantially more Czech scientists
exceeding the limit values than suggested by the proportion of both countries’
populations, and absolute values – namely in chemistry – are higher than the
analogous parameters in Slovakia. In the Slovak science, we have only several truly
internationally recognised personalities.


                 Project “Top Scientists” was kindly supported by




          ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03   30
                         tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk
                         Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
4.7.3    Information from the Profesia.sk portal


        The quality of higher education cannot be separated from the success of
higher education institutions’ graduates in the labour market. The demand in higher
education institution graduates is the reflection of the reputation that the given
higher education institution or faculty has among the public. This indicates the
quality of the education institution – its teaching as well as scientific part. ARRA
considers the link between the labour market and the education sphere to be crucial
for the increase of the higher education quality as well as for further economic
growth of Slovakia and has therefore viewed the success of graduates in the labour
market, the number of unemployed graduates, and the employers’ opinion as
important indicators of quality of the given higher education institution.
        ARRA approached employers with a request of cooperation in creating an
overview of their requirements or preferences in the recruitment of new employees.
This effort of ARRA has not been successful so far. Only few employers were willing
to provide information and even this data was not sufficiently representative to
understand the general situation of graduates in the labour market. On the other
hand, the information on the number of unemployed graduates does not provide a
sufficient picture, as their total number is very low and the distribution among higher
education institutions is rather random.
        Due to the above-mentioned reason, ARRA decided to obtain relevant
information from a source other than the employers. It established cooperation with
the Profesia.sk portal, the largest web portal mediating job offers to job seekers. The
services offered by Profesia.sk include an option for the job seekers to send their
standardised curriculum vitae to the portal registry, from which the employers select
appropriate candidates for vacant positions. Since 1 January 2006, approximately
88,000 CV’s were added to the database and 18,000 CV’s were selected by
employers as appropriate for the positions open by them.
        This data file is the most important one for ARRA. It does not only show the
structure of job seekers but also provides information as to which job seekers were
sought by the companies. The data processed brought new, previously unpublished
facts about the reputation of education institutions in Slovakia but also about the
          ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03   31
                         tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk
                         Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
ratio of supply and demand in the labour market in relation to higher education
institution graduates.
      When assessing the indicator “employers’ interest in graduates”, the strong
position of private higher education institutions was apparent, as they dominated the
top ten institutions. After a deeper analysis of the results it can be concluded that it
was significantly influenced by the composition of students and graduates of private
higher education institutions. The students of this kind of institutions include many of
those who study while working and study only to increase their qualification. This
therefore does not involve regular graduates without experience in full-time jobs but
rather people with working experience that is highly appreciated by the employers
and these graduates thus have a comparative advantage against those enrolled in
higher education institutions immediately after completing their secondary education,
that is, against most of the higher education institution graduates.
      The discussion on the relation between education and the labour market
includes also the factor of graduates becoming employed within the specialisation
they graduated in. Graduates of faculties of electrical engineering and informatics
rank best. The first ten faculties include as many as 7 faculties with this
specialisation. The other end of this ranking shows faculties with a focus on the
humanities or social sciences, including, for example, faculties of education.
Graduates of these faculties usually get jobs particularly in administration or in other
fields unrelated to the field they graduated in.
      What is a surprising finding is the fact that only few primary and secondary
schools seek employees through the Profesia.sk portal. On the one hand, there is a
relatively strong declared interest in the work in the education sector and, on the
other hand, there is the publicised lack of teachers at primary and secondary schools.
Only private primary and secondary schools seek employees on the Internet. A
question arises as to how the recruitment of new staff in public education sector
occurs, these constituting an overwhelming majority of the segment.
      The situation in healthcare is somewhat different with no demand on the part
of employers and no supply on the part of job seekers. It can be assumed that
healthcare facilities find new staff using other than public channels.



         ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03   32
                        tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk
                        Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
The information obtained from the Profesia.sk portal confirmed the strong
interest of the labour market in technical graduates, particularly in electrical
engineers and computer scientists, and a relative lack of interest in job seekers with
education in the humanities. Comparing the numbers of students of technical and
non-technical disciplines in Slovakia, it can be clearly seen that students do not
attach significant importance to information on career prospects when choosing
higher education institutions.
      What is also important for the labour market is the criterion “declared interest
of graduates in job positions”. This indicates the quality of students’ preparation for
the profession as well as the graduates’ loyalty to the specialisation they are
studying. From this viewpoint, the most successful faculties appear to be those of
technology, economics, and law.
      Up until now, Slovakia lacked any information on the behaviour of graduates
and employers in the labour market. This ARRA research in cooperation with the
Profesia.sk portal is a pilot project of a longer-term cooperation.


                     ARRA thanks for the cooperation to portal




         ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03   33
                        tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk
                        Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
Assessment HEI 2007

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Assessment HEI 2007

  • 1. Report Assessment of public universities and their faculties (2007) © ARRA, Bratislava 2007
  • 2. The authors of this report would like to thank the members of the Board of Advisors of ARRA, in particular the chairperson Prof. Štich, Prof. Brunovský, Prof. Kusá, Prof. Bokes and others, and also the members of the Board of Trustees (in particular the chairperson Ing. J. Kollár) for their comments, discussions, analyses and reviews. The selection of criteria and the set up of the methodology used have been taken, with certain modifications, from previous ARRA reports1. Discussions with Don Thornhill and Lewis Purser, experts that the World Bank arranged for ARRA, contributed significantly to criteria selection and dividing the faculties into six groups. It should be noted, however, that the opinions presented in the following report are not necessarily identical with those of the persons named here. The report is part of the project financed by European Social Fund. ARRA thanks for the support Partner of ARRA is 1 The reports are published at www.arra.sk, Ranking section. ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03 2 tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
  • 3. 1. Summary ARRA has been in existence for more than three years. In this period, it prepared three reports assessing higher education institutions in Slovakia. Since the beginning, ARRA has been assigning great importance to international cooperation. It worked closely with dr. Don Thornhill and dr. Lewis Purser, World Bank experts, in establishing the methodology. ARRA was at the birth of an informal group of ranking agencies, International Ranking Experts Group (IREG). At the annual meeting of the Group in Shanghai in October 2007, ARRA became a founding member of a formalised grouping, and ARRA representative, Prof. Ferdinand Devínsky, was elected a member of the Steering Committee of the International Observatory on Academic Ranking. Until now, ARRA has been obtaining data particularly from the reports of the Ministry of Education of the Slovak Republic. Presently, however, the Ministry does not attach so much importance to collecting detailed information on higher education institutions and their faculties. ARRA therefore approached collecting necessary data directly from higher education institutions from their annual reports and from the Institute of Information and Prognoses in Education (ARRA thus continues using data for its assessments that are publicly accessible and that can be verified by anyone). On the one hand, this situation makes ARRA’s operation more difficult, but, on the other hand, it reflects the fact that higher education institutions are interested in their own quality and self-evaluation, which is expressed in their annual reports (which are also required by the law). The internal and external evaluations may synergistically result in quality improvement. However, it should be noted to this encouraging fact that the results of scientific activity as seen on the basis of VV1 – VV4 indicators show no significant improvements, but rather to the contrary. Here as well, exceptions can be pointed out that will hopefully become a prevailing rule in the coming years. Examples of scientifically successful faculties include the relatively new Faculty of Economic and Social Sciences, Comenius University, and the Faculty of Healthcare and Social Work, Trnava University. The first one is making significant progress in the quantity of scientific publications in journals listed in Current Contents while the other one, even ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03 3 tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
  • 4. after reclassification from the SOC group to the MED group, shows excellent results – measured by Slovak standards – and competes with medical faculties with years of tradition. In addition to these two examples, the Faculty of Education, Trnava University, also deserves attention being the first faculty in the SOC group having a publication with more than 25 citations. The successful operation of Trnava University in the Slovak situation is illustrated by its Faculty of Law ranking highest among related faculties of public higher education institutions in the SOC group. Trnava University in general ranks second or third in individual groups. The successful progress of Trnava University is a proof that even relatively new institutions (Trnava University was established in 1992) can reach good results, even if their taking leading positions undoubtedly requires time. Of course, these are not the only faculties that achieved good results, but they are among those that improved most remarkably or confirmed their reputation even among tougher competitors. The introduction of a new method for the HUM and SOC group faculties’ publication activity assessment has not significantly changed their ranking but enabled distinguishing among faculties that had zero in the previous assessment that took into consideration publications in the WoK only. ARRA is working on an independent method for the assessment of art faculties and higher education institutions, but this is a very challenging task that will require more time and discussions. As mentioned above, the Faculty of Healthcare and Social Work, Trnava University, compared favourably even in the more challenging conditions of the MED group, outperforming even certain well-established medical faculties. In the present report, we moved all medical faculties from the SOC group to the MED group. This classification better reflects their orientation and this was also requested by several representatives of the academic community. After the discussions, ARRA accepts that this solution may be more appropriate. As an experiment, the report includes – with certain limitations – a private higher education institution, St. Elizabeth University of Health and Social Sciences, the first private institution in our assessment, which satisfied the condition of at least 3 years of existence and which provided data upon request. In several criteria, it ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03 4 tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
  • 5. reaches relatively good results and is comparable to public higher education institutions in the MED group. ARRA’s ambition is to asses also private higher education institutions but their position is specific in that they are not obliged to publish information to such an extent as the public institutions. If private higher education institutions want to be included in the assessment, they have to provide more information about themselves to the public. ARRA is trying to obtain information from private higher education institutions also directly. However, information thus collected does not satisfy the nature of public accessibility and verifiability, which ARRA has considered to be the key since the beginning, therefore private institutions cannot be included in a full-fledged assessment on the basis of such information. As of this year, ARRA’s report includes information on the labour market obtained from the Profesia.sk portal. In the years to come, ARRA plans to expand the scope and also to continue student surveys. This information will enable the public to make better decisions concerning the choice of higher education institutions. In this year’s report, it is included only for illustration and to complement the general picture. ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03 5 tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
  • 6. Assessment of public universities and their faculties 1. Summary .................................................................................................. 3 2. Introduction .............................................................................................. 7 3. Adjustments of the assessment methodology .............................................. 8 4. Main results of the assessment..................................................................16 4.1 Universities and faculties of the AGRO group.......................................16 4.2 Universities and faculties of the HUM group ........................................17 4.3 Universities and faculties of the MED group.........................................18 4.4 Universities and faculties of the NAT group .........................................19 4.5 Universities and faculties of the SOC group .........................................20 4.6 Universities and faculties of the TECH group .......................................21 4.7 Results of other ARRA projects ...........................................................23 5. List of appendices ....................................................................................34 ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03 6 tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
  • 7. 2. Introduction ARRA is submitting a report to the public assessing higher education institutions and faculties for 2006. The report follows up on the basic philosophy and history of higher education institution rankings reflected in ARRA reports on higher education institutions for 2004 and 2005. Thanks to three continuous years of assessment, in this report, ARRA identifies trends in higher education in Slovakia. In the future, ARRA intends to include also private higher education institutions in Slovakia. With respect to the fact that the availability of data for private higher education institutions is lower than that for public ones, this is a considerably more difficult task. In this report, ARRA provides an assessment of St. Elizabeth University of Health and Social Sciences. As this is the only private institution in the assessment, we have not included it in common graphs and tables but rather dealt with it separately, of course, in the context of higher education institutions included in the MED group. Since the very formation of ARRA, there were discussions about the assessment of faculties in the HUM and SOC groups. Many scientists in humanities and social sciences were pointing out that they were discriminated against in their faculties’ quality assessment, as information on publications was accepted exclusively from WoK. This is one of the reasons why ARRA decided to take into account other publications in these two groups. This step enabled differentiation among individual HUM and SOC faculties in the VV1 to VV4 criteria. Year after year the ARRA report is more extensive, therefore it is presented in a changed structure. We hope that it will thus become clearer and thereby more useful for its readers. ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03 7 tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
  • 8. 3. Adjustments of the assessment methodology The procedure that ARRA used in assessing Slovak universities in 2007 is similar to that used in 2006. Modifications to the assessment methodology used in 2007 are listed in the following paragraphs: a) In addition to publications included in the WoK database, ARRA took account of publications in journals and books not included in this database for faculties from the HUM and SOC groups. b) Healthcare faculties, in accordance with the Frascati Manual and suggestions from the academic community, were included in the MED group (previously included in the SOC group; see below for a more detailed explanation). c) Criterion SV5, the average age of active professors, was dropped. The Ministry of Education of the Slovak Republic ceased collecting this data and it is not publicly accessible from other sources (for example, from annual reports). This report includes an assessment of private St. Elizabeth University of Health and Social Sciences. The nature of data that this institution provided to ARRA upon request does not enable the same type of assessment as for public higher education institutions. ARRA considers crucial that the data it works with come from publicly accessible and verifiable sources. The institution does not satisfy this condition or satisfies it only to a limited extent. This is why it is compared with public higher education institutions only in the text of the report; it is not included in the general ranking of institutions or faculties. Similarly as in the previous assessments, the higher education institution assessment procedure consists in the following steps in this report:  the selection of indicators for the quality of education and research in individual universities and the assignment of a certain number of points to each faculty for the performance in the particular indicator (indicators are ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03 8 tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
  • 9. arranged into groups and each group of indicators gained a certain number of points),2  the division of faculties into six groups according to the so-called Frascati Manual in order to compare only faculties that have the same orientation and similar working conditions,  assigning point scores to faculties (the ranking of faculties in individual groups according to the Frascati Manual is based on average points score in individual groups of indicators),  calculating point scores for the higher education institutions in individual Frascati groups (the ranking of the institution in the given group is given by the average assessment of all its faculties included in that group). The most recent version of the Frascati Manual of 20023 divides subjects of higher education research and studies into 6 groups: a) natural sciences, b) engineering and technology, c) medical sciences, d) agricultural sciences, e) social sciences, f) humanities. From 1 June 2005 this division is included in Slovak law4, i.e., applies also to the Slovak research community.5 After the introduction of such a division into the ranking, it is clear that theological faculties will not be compared with medical faculties or technically oriented faculties with social science faculties. However, it will be possible to compare faculties with the same (or similar) scientific orientation side by side. Prospective students will thus be able to determine which faculty is the best among those providing education in their area of interest. To make it even more obvious 2 In 2007, indicators were used that were slightly modified as compared to those of 2006. 3 Frascati Manual, 6th Edition, OECD 2002, Paris, p. 67. 4 Act No. 172/2005 on the Organisation of State Support for Research and Development and Additions to Act No. 575/2001 on the Organisation of Government Activities and the Organisation of the Central State Administration as amended. 5 A more detailed breakdown is given in the International Standard Classification of Education (ISCED) 1997, UNESCO, November 1997, and is described below in the text. ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03 9 tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
  • 10. that what is important is the ranking within groups and that in Slovak situation, universities virtually cannot be compared among themselves, as of 2006, ARRA has ceased publishing the cumulative table ranking all Slovak public higher education institutions. It is also true at the same time that the quality of a higher education institution is determined by the quality of its faculties (except for the University of Veterinary Medicine and the Academy of Fine Arts, which have no faculties and are therefore assessed as a whole). With respect to the above, ARRA decided to make, similarly as in 2005 and 2006, the rankings only on the basis of the results of faculties ranked in groups of subjects according to the prevailing orientation in accordance with the Frascati Manual. The criteria (or indicators), by which ARRA produced its rankings, focus on the intensity of performance rather than on the overall performance. For example, one of the criteria is the total number of publications by the given faculty listed in the Web of Knowledge database produced by Thomson Scientific Co. (“WoK” )6 divided by the number of creative workers in the faculty (teachers and researchers with higher education). If the number of creative workers did not divide the overall number of publications, the size of the faculty would be the main influence rather than the intensity of its work.7 The choice of criteria was also influenced by ARRA’s using only publicly accessible data. When collecting information on publications not included in the WoK database, we used faculties’ information on their publication activities published on their websites. We did not request additional data from the faculties. The ranking of institutions under assessment thus produced is based on official data and domestic and foreign sources in the public domain. ARRA adhered to this key principle also in this report’s assessments. 6 http://www.thomson.com/scientific/scientific.jsp. Thanks to the Ministry of Education, all higher education institutions have access to this database, as do the institutes of the Slovak Academy of Sciences, lecturers and research and artistic staff, the Accreditation Commission and the Ministry of Education. 7 In previous reports, ARRA has been obtaining information on the number of scientific staff from the reports of the Ministry of Education of the Slovak Republic. Presently the Ministry discontinued collecting data in this structure. The present report uses data from the Institute of Information and Prognoses in Education, which uses a slightly different methodology. A comparison of data from these two sources showed that there were no significant differences that would have influenced the ranking of the faculties and universities under assessment. ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03 10 tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
  • 11. Detailed information on the assessment methodology may be found in Appendix 1; the following text presents an overview of changes in the methodology applied this year. As mentioned above, only minor modifications to the methodology were made in the present report versus that of 2006. The assessment now includes the Faculty of Theology of the Catholic University in Ružomberok, which satisfied the condition of at least three years of existence. Faculties not assessed by ARRA due to not satisfying this condition this year can be found in Table 1. Table 1: Faculties not assessed in the 2007 Report University Faculty Year established University of Prešov Faculty of Management 2004 University of Prešov Faculty of Sports 2004 Catholic University Faculty of Healthcare 2004 Constantine the Philosopher University Faculty of Central European Studies 2004 Faculty of Informatics and Information Slovak University of Technology Technologies 2004 Technical University of Košice Faculty of Aeronautics 2004 ARRA also continued assigning compensation points to faculties existing less than 10 years to prevent them from being handicapped versus those existing for a longer period. Their list including the compensation factors for 2007 and 2006 is given in Table 2. The compensation is applied in criteria, in which the period under assessment exceeds the condition of three years of faculty existence, i.e., in criteria in the publications and citations group (see below). ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03 11 tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
  • 12. Table 2: Faculties assigned compensation points in the 2007 Report (the last column shows the last year’s compensation factor in brackets) University Faculty Year Compensation established factor Comenius University Faculty of Social and Economic 2002 10/5 Sciences (10/4) University of Prešov Faculty of Healthcare 2002 10/5 (10/4) Catholic University Faculty of Philosophy 2002 10/5 (10/4) Catholic University Faculty of Theology 2003 10/4 (10/3) Catholic University Faculty of Education 2002 10/5 (10/4) Constantine the Philosopher Faculty of Social Sciences and 2002 10/5 University Healthcare (10/4) Trnava University Faculty of Law 1999 10/8 (10/7) Technical University of Košice Faculty of Arts 1999 10/8 (10/7) University of Žilina Faculty of Special Engineering 2002 10/5 (10/4) University of Economics Faculty of International Relations 2000 10/7 (10/6) Slovak University of Agriculture Faculty of Biotechnology and Food 2002 10/5 Sciences (10/4) Slovak University of Agriculture Faculty of European Studies and 2002 10/5 Regional Development (10/4) More substantial changes occurred in the interpretation of the Frascati Manual. ARRA decided to include healthcare faculties in the MED group. The main reason is the study subject being more related to the MED group rather than to the SOC group where they were classified before. This involves the Faculty of Healthcare and Social Work, Trnava University; and the Faculty of Social Sciences and Healthcare, Constantine the Philosopher University. The most significant change can be considered to be the taking into account publications not included in the WoK in the assessment of faculties in the HUM and SOC groups. As opposed to the 2006 Report, criterion VV1, which included only the numbers of publications reflected in the WoK database (now indicated as VV1A), was extended – for faculties from the HUM and SOC groups – with data from faculty annual reports on publications in reviewed journals not included in the WoK ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03 12 tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
  • 13. database (indicated as VV1a) and data on book publications not included in the WoK database (indicated as VV1b). Journal publications are structured into several types in faculty reports. These were assigned different weights. This year’s assessment, which is presented as a pilot one, assigns weights to individual types of journal publications as indicated in ARRA Newsletter No. 2. The weights are given in Table 3. When including these weights and converting them per creative worker, faculty was assigned – in addition to points obtained for WoK publications (original criterion VV1) – additional points for other publications, each faculty being able to obtain a maximum of 20 points. The assessment included a summary number of points for all journal publications in total. Table 3: Weights for journal publications of faculties not reflected in the WoK output weight Foreign scientific journals 8 Local scientific journals 4 Foreign technical journals 6 Local technical journals 3 Papers in international conference proceedings 4 Papers in local conference proceedings 2 Invited lectures abroad 8 Invited lectures – local 4 A similar procedure was applied to book publications. Table 4: Weights for book publications of faculties not reflected in the WoK output weight Scientific and artistic monographs by foreign publishers 20 Scientific and artistic monographs by local publishers 10 Technical book publications by foreign publishers 8 Technical book publications by local publishers 4 Chapters in scientific and artistic monographs by foreign publishers 8 Chapters in scientific and artistic monographs by local publishers 4 ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03 13 tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
  • 14. Chapters in technical book publications by foreign publishers 4 Chapters in technical book publications by local publishers 2 Higher education textbooks by foreign publishers 16 Higher education textbooks by local publishers 8 Chapters in higher education textbooks by foreign publishers 8 Chapters in higher education textbooks by local publishers 4 Teaching texts (paperback textbooks, lectures, workbooks) 4 Chapters in teaching texts 2 Secondary school textbooks 7 Other 0 The inclusion of publications not covered by WoK in the assessment of faculties’ publication activity is motivated by several factors. At least several of them are presented for illustration. Numerous faculties publish relatively few publications in journals covered by the WoK database. For various faculties, this has different causes. These are sometimes historical. Where a faculty was formed from a faculty focused on the preparation of future teachers for primary and secondary schools, then they mostly continued this tradition rather than trying to build strong groups in the given scientific area capable of international competition. In other areas, for example, in pedagogy, there are no Slovak journals that are included in the WoK database. The issue of conditions and criteria for habilitations and inaugurations was dealt with by ARRA Newsletter No. 4 of October 2007. The resulting situation, regardless of the causes, is such that the assessment on the basis of publications in the WoK makes several faculties from the SOC and HUM groups stand out (in the opinion of report authors, rightly so), but gives zero or nearly zero assessment to a great majority of them in the “publications and citations” category. This does not enable differentiated assessment of various faculties whose research and publication level is objectively different. After extensive discussions, ARRA therefore approached a modification to the methodology used. It continues to apply, however, that publications in the WoK are assigned the greatest weight, as in the report authors’ opinion, they best reflect the quality of the scientific work of the respective institutions and are of internationally accepted informative value. ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03 14 tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
  • 15. Foreign institutions assessing the quality of science and research are faced with similar problems. The solution applied in a pilot form by ARRA is one of several possible. Another possibility is to choose several local journals in the given area and include them in the assessment. Similar approach was used, for example, in the FRG when assessing faculties of law. ARRA worked on this idea but the work is in its initial stages and its possible application in the Slovak situation would require considerable effort and costs. ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03 15 tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
  • 16. 4. Main results of the assessment This chapter of the report’s main part will present the results found in individual ARRA groups. We will outline trends that can be observed based on three-years’ monitoring of the indicators. In the conclusion of the chapter, we will provide information on the results of other projects that ARRA participates in and that are related to higher education. 4.1 Universities and faculties of the AGRO group teachers and applications publications AGRO students for study and citations PhD. study grants AVERAGE Average Average (SV1-SV4) (SV6-SV8) (VV1-VV3a) (VV4- VV6) (VV7-VV10) 2005 2006 1 University of Veterinary Medicine 90 92 80 73 70 81,1 83,4 81,6 2 Technical University in Zvolen 76 50 34 59 54 54,5 63,2 52,3 3 Slovak University of Agriculture 65 59 25 78 42 53,7 53,4 55,6 teachers applications publications and AGRO for study students (SV6-SV8) and citations PhD. study grants AVERAGE Average Average (VV1-VV3a) (VV4- VV6) (VV7-VV10) 2005 2006 (SV1-SV4) 1 University of Veterinary Medicine University of Veterinary Medicine 90 92 80 73 70 81,1 83,8 81,6 2 Faculty of Biotechnology and Food Sciences Slovak University of Agriculture 72 52 56 66 67 62,6 41,3 62,4 3 Faculty of Forestry Technical University in Zvolen 87 44 57 45 67 59,9 65,5 57,0 4 Faculty of Agrobiology and Food Resources Slovak University of Agriculture 67 63 15 83 29 51,3 61,6 53,8 5 Faculty of Wood Sciences and Technology Technical University in Zvolen 65 56 10 74 42 49,2 55,5 50,6 6 Faculty of Horticulture and Landscape Engineering Slovak University of Agriculture 55 62 4 86 30 47,3 57,1 47,5 In the group of agricultural faculties, a swap on the fifth and sixth places occurred, thanks to which the Technical University in Zvolen moved one rank higher. The position of the University of Veterinary Medicine in this group remains unchanged. ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03 16 tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
  • 17. 4.2 Universities and faculties of the HUM group teachers and applications publications HUM students for study and citations PhD. study grants AVERAGE Average Average (SV1-SV4) (SV6-SV8) (VV1-VV3a) (VV4- VV6) (VV7-VV10) 2005 2006 1 Academy of Music and Dramatic Arts 81 60 1 65 3 42,0 48,2 41,7 2 Comenius University 55 45 26 52 25 40,6 47,5 36,7 3 University of Trnava 61 36 15 52 36 40,0 51,6 39,9 4 Academy of Fine Arts and Design 62 83 - 40 12 39,5 52,3 39,6 5 University of Prešov 49 35 28 25 25 32,6 46,2 36,6 6 Constantine the Philosopher University 39 58 1 31 11 27,9 38,9 24,8 7 Academy of Arts 61 51 3 13 7 27,0 37,4 28,2 8 Technical University of Košice 43 63 0 - 5 22,3 27,6 36,6 9 Matej Bel University 41 33 5 19 4 20,4 28,8 22 10 Catholic University 36 29 5 23 3 19,3 30,9 22,2 11 University of St. Cyril and Methodius 38 31 6 - 16 18,1 27,7 20,1 teachers HUM and applications publications AVERAGE students for study and citations PhD. study grants Average Average (SV1-SV4) (SV6-SV8) (VV1-VV3a) (VV4- VV6) (VV7-VV10) 2005 2006 1 Faculty of Arts Comenius University 56 44 50 44 62 51,0 64,7 44,9 2 Faculty of Humanities and Natural Sciences University of Prešov 49 35 74 14 67 47,6 53,0 47,6 3 Faculty of Theology University of Trnava 70 39 2 71 50 46,3 44,7 42,5 4 Faculty of Music and Dance Academy of Music and Dramatic Arts 82 69 0 61 1 42,6 42,6 43,3 5 Faculty of Theatre Arts Academy of Music and Dramatic Arts 85 52 1 42 32 42,3 49,0 39,3 6 Faculty of Film and Television Academy of Music and Dramatic Arts 81 52 1 68 4 41,3 47,9 42,7 7 Academy of Fine Arts and Design Academy of Fine Arts and Design 62 83 - 40 12 39,5 50,1 39,6 8 Evangelical Theological Faculty Comenius University 55 54 25 51 12 39,4 42,3 36,5 9 Faculty of Performing Arts Academy of Arts 73 67 0 12 19 34,1 47,1 34,6 10 Faculty of Arts University of Trnava 51 34 28 33 22 33,8 51,0 37,3 11 Faculty of Arts University of Prešov 47 37 35 27 16 32,2 53,8 42,6 12 Roman Catholic Theological Faculty of Cyril and Methodius Comenius University 54 37 4 63 - 31,5 42,0 28,8 13 Orthodox Theological Faculty University of Prešov 60 34 2 46 13 31,3 43,4 35,2 14 Faculty of Fine Arts and Design Academy of Arts 66 65 1 12 8 30,3 34,6 24,7 15 Faculty of Arts Constantine the Philosopher University 39 58 1 31 11 27,9 35,3 24,8 16 Faculty of the Humanities Matej Bel University 42 35 9 32 9 25,5 35,2 27,1 17 Faculty of Dramatic Arts Academy of Arts 68 48 1 - - 23,5 32,4 25,3 18 Faculty of Arts Technical University of Košice 43 63 0 - 5 22,3 28,0 36,6 19 Faculty of Arts Catholic University 36 25 10 26 3 20,0 26,5 22,2 20 Greek Catholic Theological Faculty University of Prešov 41 34 2 13 6 19,4 27,9 21,0 21 Faculty of Theology Catholic University 36 32 1 21 3 18,6 n.a. n.a. 22 Faculty of Arts University of St. Cyril and Methodius 38 31 6 - 16 18,1 27,4 20,1 23 Faculty of Philology Matej Bel University 41 31 1 5 - 15,4 20,5 16,9 Only several more significant shifts occurred among the faculties with prevailing focus on humanities. The move of the Comenius University Faculty of Philosophy from the second to the first rank may be seen as a trend – last year already it progressed two ranks to the second position. The Faculty of Theology, Trnava University, did better than last year (moving from the sixth rank to the third one); the Faculty of Music, Academy of Arts improved too. On the contrary, the ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03 17 tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
  • 18. Faculty of Philosophy of Prešov fell from the fifth to the eleventh rank and even deeper drop was experienced by the Faculty of Arts, Technical University in Košice. Changes in faculties’ rankings occurred also due to Comenius University’s progress from the fourth to the second place in the group. 4.3 Universities and faculties of the MED group teachers and applications publications MED students for study and citations PhD. study grants AVERAGE Average Average (SV1-SV4) (SV6-SV8) (VV1-VV3a) (VV4- VV6) (VV7-VV10) 2005 2006 1 Comenius University 83 80 53 40 60 63,3 71,1 73,6 2 University of Trnava 64 38 97 100 4 60,7 n.a. n.a. 3 Pavol Jozef Šafárik University 72 62 51 36 46 53,5 67,7 54,4 4 Constantine the Philosopher University 32 57 1 42 33 32,9 n.a. n.a. 5 University of Prešov 25 41 1 22 - 17,7 n.a. n.a. teachers MED and applications publications AVERAGE students for study and citations PhD. study grants Average Average (SV1-SV4) (SV6-SV8) (VV1-VV3a) (VV4- VV6) (VV7-VV10) 2005 2006 1 Jessenius Faculty of Medicine Comenius University 83 85 32 52 94 69,2 72,3 78,8 2 Faculty of Pharmacy Comenius University 75 79 85 24 60 64,6 79,3 78,5 3 Faculty of Health Care and Social Work University of Trnava 64 38 97 100 4 60,7 n.a. n.a. 4 Faculty of Medicine Comenius University 90 75 42 45 27 56,0 63,0 63,6 5 Faculty of Medicine Pavol Jozef Šafárik University 72 62 51 36 46 53,5 70,7 54,4 6 Faculty of Social Sciences and Health Constantine the Philosopher University 32 57 1 42 33 32,9 n.a. n.a. 7 Faculty of Health Care University of Prešov 25 41 1 22 - 17,7 n.a. n.a. No changes occurred among medical and healthcare faculties. In 2007, this group included three healthcare-oriented faculties, previously assessed within the SOC group. Interestingly, the Faculty of Healthcare and Social Work, Trnava University, did very good among well-established medical faculties and took the third place overall. The success of this faculty is underlined by the fact that it outperformed Comenius University’s Faculty of Medicine and the Faculty of Medicine of Pavol Jozef Šafárik University in Košice. This group of “healthcare” faculties undoubtedly includes St. Elizabeth University of Health and Social Sciences. It was assessed only experimentally (not included in the ranking) with respect to different nature of data and unavailability of certain necessary information (explained above). However, if it was assessed, it would rank between the second and third third of the table. ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03 18 tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
  • 19. 4.4 Universities and faculties of the NAT group teachers and applications publications NAT students for study and citations PhD. study grants AVERAGE Average Average (SV1-SV4) (SV6-SV8) (VV1-VV3a) (VV4- VV6) (VV7-VV10) 2005 2006 1 Comenius University 87 66 73 81 80 77,5 77,6 81,9 2 Pavol Jozef Šafárik University 78 54 67 67 43 61,7 67,2 65,4 3 Technical University in Zvolen 55 65 13 75 34 48,4 48,5 46,2 4 Constantine the Philosopher University 52 79 13 60 29 46,4 46,3 50,1 5 Matej Bel University 42 44 13 37 16 30,2 40,9 34,1 6 University of St. Cyril and Methodius 52 42 12 7 12 25,1 28,5 23,9 7 University of Žilina 36 62 1 14 9 24,3 37,1 27,8 teachers NAT and applications publications AVERAGE students for study and citations PhD. study grants Average Average (SV1-SV4) (SV6-SV8) (VV1-VV3a) (VV4- VV6) (VV7-VV10) 2005 2006 1 Faculty of Mathematics, Physics and Informatics Comenius University 98 55 96 71 83 80,5 82,3 82,6 2 Faculty of Natural Sciences Comenius University 77 77 51 91 77 74,5 72,0 81,2 3 Faculty of Natural Sciences Pavol Jozef Šafárik University 78 54 67 67 43 61,7 68,2 65,4 4 Faculty of Ecology and Environmental Sciences Technical University in Zvolen 55 65 13 75 34 48,4 47,0 46,2 5 Faculty of Natural Sciences Constantine the Philosopher University 52 79 13 60 29 46,4 44,9 50,1 6 Faculty of Natural Sciences Matej Bel University 42 44 13 37 16 30,2 37,1 34,1 7 Faculty of Natural Sciences University of St. Cyril and Methodius 52 42 12 7 12 25,1 25,8 23,9 8 Faculty of Natural Sciences University of Žilina 36 62 1 14 9 24,3 35,4 27,8 Faculties focused on natural sciences form one of the most stable groups. In the year under assessment, certain faculties swapped places but the differences in terms of points remained small. The Faculty of Ecology and Environmental Sciences of the Technical University in Zvolen returned to the fourth place and pushed the Faculty of Natural Sciences of Constantine the Philosopher University back to the fifth place where it had been in 2005. At the end of the table, faculties of the University of SS Cyril and Methodius and of Žilina University swapped places. These changes were exactly copied also in the assessment of universities in this group. Comenius University holds the lead, represented by two faculties in the forefront positions: the Faculty of Natural Sciences (2nd place) and the Faculty of Mathematics, Physics and Informatics (1st place). ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03 19 tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
  • 20. 4.5 Universities and faculties of the SOC group teachers and applications publications SOC students for study and citations PhD. study grants AVERAGE Average Average (SV1-SV4) (SV6-SV8) (VV1-VV3a) (VV4- VV6) (VV7-VV10) 2005 2006 1 Technical University of Košice 59 41 25 22 90 47,5 49,0 46 2 Slovak University of Agriculture 58 56 23 50 37 44,7 43,0 40,9 3 University of Trnava 69 35 43 28 42 43,6 51,2 47 4 University of Žilina 62 69 1 53 18 40,6 45,2 39,7 5 University of Economics 66 39 20 51 22 39,7 36,6 34,8 6 Comenius University 65 56 19 44 14 39,6 41,5 37,6 7 Constantine the Philosopher University 52 43 2 41 25 32,5 30,0 32,4 8 Matej Bel University 67 43 6 27 13 31,1 31,1 28,6 9 Pavol Jozef Šafárik University 60 37 12 9 8 25,3 30,7 27,5 10 Catholic University 44 32 7 18 14 23,1 34,4 23,8 11 University of Prešov 48 33 1 24 9 22,9 35,5 24,6 12 University of St. Cyril and Methodius 41 64 1 - 8 22,8 25,9 22,3 13 Alexander Dubček University in Trenčín 39 39 1 - 13 18,5 27,6 27,3 teachers SOC and applications publications AVERAGE students for study and citations PhD. study grants Average Average (SV1-SV4) (SV6-SV8) (VV1-VV3a) (VV4- VV6) (VV7-VV10) 2005 2006 1 Faculty of International Relations University of Economics 67 69 18 96 43 58,8 40,4 48,8 2 Faculty of Physical Education and Sports Comenius University 82 44 22 70 28 49,1 51,9 47,5 3 Faculty of Education University of Trnava 66 34 82 26 37 48,9 37,6 39,0 4 Faculty of Economics Technical University of Košice 59 41 25 22 90 47,5 47,5 46,0 5 Faculty of Social and Economic Sciences Comenius University 76 70 54 21 16 47,3 40,6 35,6 6 Faculty of European Studies and Regional Development Slovak University of Agriculture 48 45 39 48 53 46,5 34,1 37,7 7 Faculty of Economics and Management Slovak University of Agriculture 67 67 8 52 22 43,0 46,6 44,2 8 Faculty of Operation and Economics of Transport and Communications University of Žilina 62 69 1 53 18 40,6 39,9 39,7 9 Faculty of Commerce University of Economics 62 35 31 54 15 39,3 35,6 37,8 10 Faculty of Business Economics University of Economics 64 33 21 46 32 39,0 32,2 28,9 11 Faculty of Law University of Trnava 73 36 4 31 48 38,4 34,4 37,4 12 Faculty of Political Sciences and International Relations Matej Bel University 87 38 8 30 28 38,4 30,1 28,0 13 Faculty of Management Comenius University 50 71 9 54 6 38,1 32,7 34,4 14 Faculty of National Economy University of Economics 76 30 24 38 17 37,2 36,7 34,8 15 Faculty of Law Comenius University 58 60 3 37 11 33,7 36,8 33,7 16 Faculty of Education Matej Bel University 66 45 7 37 12 33,4 30,2 29,4 17 Faculty of Economic Informatics University of Economics 57 35 21 40 10 32,6 31,8 29,1 18 Faculty of Education Constantine the Philosopher University 52 43 2 41 25 32,5 35,7 31,8 19 Faculty of Business Management University of Economics 68 33 9 35 12 31,1 32,8 29,5 20 Faculty of Education Comenius University 60 36 5 40 10 30,0 40,1 37,0 21 Faculty of Law Pavol Jozef Šafárik University 73 40 10 18 8 29,8 32,5 27,9 22 Faculty of Economics Matej Bel University 55 41 7 27 8 27,6 32,9 32,6 23 Faculty of Law Matej Bel University 60 49 0 14 2 25,2 28,6 24,4 24 Faculty of Education Catholic University 44 32 7 18 14 23,1 31,9 23,8 25 Faculty of Education University of Prešov 48 33 1 24 9 22,9 33,0 39,0 26 Faculty of Mass Media Communication University of St. Cyril and Methodius 41 64 1 - 8 22,8 25,0 22,3 27 Faculty of Public Administration Pavol Jozef Šafárik University 48 33 15 - 8 20,9 30,0 37,1 28 Faculty of Social and Economic Relations Alexander Dubček University in Trenčín 39 39 1 - 13 18,5 26,1 27,1 Compared to 2006, three healthcare faculties were moved from the SOC group to the MED group, including the previous leader of the group – the Faculty of Healthcare and Social Work, Trnava University. Among the faculties that remained in the group, the best position was kept by the University of Economics’ Faculty of International Relations. The most significant move is the progress of the Matej Bel ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03 20 tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
  • 21. University’s Faculty of Political Sciences and International Relations from the 22nd (taking into consideration the reclassification of healthcare faculties) to the 12th place. The only representative of Trenčín University did worse – the Faculty of Social and Economic Relations. By taking the last place, it placed its parent university at the end of the SOC group ranking. What is noteworthy is also the move of Trnava University’s Faculty of Education from the seventh (or sixth) place to the third one. For the first time in the three years of assessment and still as the only one in the SOC group, Trnava University’s Faculty of Education has a publication cited more than 25 times, which also proves that even at SOC-type faculties, papers with international response can be created. 4.6 Universities and faculties of the TECH group teachers and applications publications TECH students for study and citations PhD. study grants AVERAGE Average Average (SV1-SV4) (SV6-SV8) (VV1-VV3a) (VV4- VV6) (VV7-VV10) 2005 2006 1 Slovak University of Technology 65 57 30 48 49 49,7 51,9 51,5 2 Technical University of Košice 54 41 11 49 33 37,9 47,5 41,3 3 University of Žilina 52 48 4 43 29 35,2 40,1 34,6 4 Technical University in Zvolen 59 40 0 43 13 31,0 55,5 39,9 5 Slovak University of Agriculture 56 44 2 29 18 29,8 42,0 33,8 6 Alexander Dubček University in Trenčín 52 34 11 28 22 29,5 40,1 21,4 teachers TECH and applications publications AVERAGE students for study and citations PhD. study grants Average Average (SV1-SV4) (SV6-SV8) (VV1-VV3a) (VV4- VV6) (VV7-VV10) 2005 2006 1 Faculty of Chemical and Food Technology Slovak University of Technology 100 46 100 77 98 84,1 80,4 82,5 2 Faculty of Electrical Engineering Slovak University of Technology 66 50 40 49 81 57,1 58,6 61,1 3 Faculty of Mechanical Engineering University of Žilina 67 35 6 68 67 48,6 49,8 46,9 4 Faculty of Mechanical Engineering Slovak University of Technology 58 65 15 39 41 43,8 45,5 46,6 5 Faculty of Mining, Ecology, Process Control and Geotechnology University of Košice Technical 41 51 15 69 40 43,4 53,4 46,2 6 Faculty of Metallurgy Technical University of Košice 67 34 18 63 28 42,2 51,7 48,4 7 Faculty of Architecture Slovak University of Technology 62 86 0 51 10 41,8 45,6 47,1 8 Faculty of Industrial Technologies Alexander Dubček University in Trenčín 56 35 27 38 51 41,5 48,4 43 9 Faculty of Civil Engineering Slovak University of Technology 60 47 19 40 32 39,5 47,2 41,3 10 Faculty of Electrical Engineering and Informatics Technical University of Košice 57 41 12 43 30 36,4 49,9 39,8 11 Faculty of Civil Engineering University of Žilina 51 60 0 37 32 36,0 34,8 32,9 12 Faculty of Civil Engineering Technical University of Košice 65 46 14 34 21 35,9 44,5 38,3 13 Faculty of Mechanical Engineering Technical University of Košice 46 37 6 56 32 35,3 50,4 38,8 14 Faculty of Manufacturing Technologies Technical University of Košice 51 40 2 30 49 34,4 38,2 36,6 15 Faculty of Electrical Engineering University of Žilina 58 43 5 35 23 32,9 39,3 35,2 16 Faculty of Material Sciences and Technology Slovak University of Technology 44 45 7 32 33 32,0 33,1 30,4 17 Faculty of Environmental and Manufacturing Technology Technical University in Zvolen 59 40 0 43 13 31,0 39,9 54,5 18 Faculty of Management Science and Informatics University of Žilina 39 47 8 45 10 30,0 n.a. 32,2 19 Faculty of Agricultural Engineering Slovak University of Agriculture 56 44 2 29 18 29,8 41,1 33,8 20 Faculty of Special Engineering University of Žilina 43 54 - 31 14 28,4 35,7 35,9 21 Faculty of Special Technology Alexander Dubček University in Trenčín 60 33 - 26 8 25,5 33,4 31,8 22 Faculty of Mechatronics Alexander Dubček University in Trenčín 41 33 5 20 8 21,4 28,3 19,5 ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03 21 tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
  • 22. The ranking of universities in the TECH group of faculties is relatively stable. The only change is the swapping of places between the Technical University in Zvolen, which moved from the third to the fourth place, and Žilina University. To a considerable extent, this move can be attributed to the Faculty of Environmental and Production Technologies of the Technical University in Zvolen, which dropped from the tenth to the seventeenth place. This decline only underlines the falling trend, with this faculty having reached the third rank in the TECH group in the 2005 assessment. Overall, it has lost 14 positions since 2005. The faculties of Žilina University improved only moderately. The most successful faculty of this university is the Faculty of Mechanical Engineering, which took the 3rd rank (compared to last year’s fifth). A drop among the best faculties of this group was seen again by the Faculty of Metallurgy of the Technical University of Košice (third last year) losing three ranks similarly as the Faculty of Architecture of the Slovak University of Technology (a drop from the fourth to the seventh place). The institution with the least satisfactory ranking in the group continues to be Trenčín University of Alexander Dubček. ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03 22 tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
  • 23. 4.7 Results of other ARRA projects 4.7.1 Student Survey project ARRA considers students to be an important source of information about higher education institutions. They have the direct experience. Therefore at the end of 2006, ARRA, jointly with the GfK Slovakia research agency, conducted a survey of students’ satisfaction with higher education institutions. The survey results were published in March 2007 in ARRA Newsletter No. 2/2007. ARRA’s objective was, in cooperation with GfK Slovakia, to gradually prepare a survey involving a representative part of students of all faculties of Slovak higher education institutions so that the results objectively reflect the reality also on the level of faculties. The higher education student satisfaction survey conducted at the turn of 2006 and 2007 is representative with respect to all full-time students of higher education institutions in Slovakia. Data collection took place between 9 November and 31 December 2006 on a sample of 2,015 respondents. The survey was conducted on a target group of second and higher year students. It will become part of the general assessment once representative participation of students of all faculties is reached. Full time students of higher education institutions are not very satisfied with their study. Full satisfaction was expressed by only approximately one seventh of the students (14%). Next 45% are moderately satisfied with their institution. Explicit dissatisfaction was expressed by nearly 20% of students. The survey was determining satisfaction even in a greater detail within individual aspects of the study. Students are most satisfied with their teachers. On the contrary, they are least satisfied with the organisation of teaching and availability and use of computers and the Internet at the institutions. The situation differs very much at different faculties (even at the same university). There is great satisfaction with certain faculties while with others it is relatively low. However, the sample size in this survey does not enable a more detailed insight into individual faculties. ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03 23 tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
  • 24. definitely not 7,8% definitely rather not yes 17,6% 34,3% Likewise, the students’ loyalty to their institution is reduced. neither yes, nor no Approximately one third of the 8,9% present higher education students rather yes would not recommend the institution 31,4% they are studying at to their Graph 1: If you were able to decide acquaintances. Similarly, one third of again whether to start studying at the respondents would not choose your present faculty or at another their institution again. Only one third faculty, would you choose your present of students are certain about their faculty again? repeated choice of the same faculty (34%). When students were choosing the present institution, they took into consideration a number of various criteria. The quality of the institution and later career prospects were not the most important factor for each student. Important reasons included, for example, the vicinity of the institution, friends studying in the same town, but also admission without entrance tests. The demand in high quality of the higher education institution is not very obvious and unambiguous on the part of students. According to the reasons based on which they chose the higher education institution, the students could be divided into four categories: Good institution (28% of students) The main reason for selecting an institution was its quality. What was taken into consideration was the institution’s prestige, quality of teachers, career prospects. As cheap as possible (24% of students) They chose the institution according to the distance from their home. The objective was to minimise the costs of the studies. Other reasons were not important. ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03 24 tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
  • 25. The easier way (23% of students) These students had no choice. They study at an institution that was the only one to accept them, or they were admitted to the institution without entrance tests (and tried nowhere else). Student life (25% of students) More important than the choice of the institution was the choice of the place where the institution resides. The primary reasons included friends, possibility of working while studying, etc. The quality of the studies was secondary. Only a little more than half of the students are of the opinion that the knowledge they are acquiring at the institution will be useful in the practice (53%). One third of the students find it partially useful (35%). What is encouraging is that over 80% of students want to work in an area identical with or similar to the one they are studying at the moment. About one sixth of students plan to work in a different area (17%). I have not thought about definitely in it yet another area 4,4% 4,3% rather in another area definitely in 12,7% the same area 33,1% rather in the Graph 2: Once you finish your same area 45,5% studies, do you plan to work in the same area as you studied? Approximately 60% of students attend institutions outside of the area of their domicile. Approximately 43% of students live at various types of dormitories and 17% live in private rented accommodation. A large majority of university students work while studying. Only approximately 17% of students do not make any money. An average student has ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03 25 tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
  • 26. slightly less than SKK 5000 available per month. However, one tenth of students have over SKK 10,000 available per month. Student Survey project was kindly supported by ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03 26 tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
  • 27. 4.7.2 Project “Top Scientists” The discussion on the reform of higher education in Slovakia is often reduced only to the number of higher education students and less is spoken about the quality of education they are receiving. The quality of education cannot be separated from the quality of scientific and research work. Since the establishment of first universities, these institutions were not only the centres of knowledge but also of its further deepening and development. The public discussion on the quality of science in Slovakia often does not rely on facts but rather on subjective opinions of the involved. This is one of the reasons why ARRA, with the support from the Penta Foundation, decided to identify top scientists in Slovakia and show how they compare with international competitors. International comparisons of the quality of science in Slovakia show that Slovakia is significantly lagging behind comparable countries of the European Union in the dynamics of acquisition of internationally recognised scientific knowledge. Between 1995 and 2006, the scientific production measured by the number of publications in journals listed in Current Contents increased by mere 14%. For comparison, in the Czech Republic this increase was 99.5% and in Poland as many as 113.5%. In the per capita figure, Slovakia outperformed only Poland. On the other hand, in 1995, Slovakia ranked second after Austria. When we compare the scientific base and tradition of scientific work before 1995 with the results in 2005, we cannot arrive at a conclusion other than that creative scientific activity is stagnating. Table 5: Numbers of publications in WoS in the period of 1995 – 2006 in selected countries. number of papers per State 1995 2006 change in % million residents Czech Republic 3,756 7,494 99.5 749.4 Hungary 3,666 6,127 67 612.7 Poland 8,077 17,244 113.5 431.1 Austria 6,437 11,205 74 1,600.7 Slovakia 2,179 2,494 14 479.6 ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03 27 tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
  • 28. Therefore in 2007, ARRA started to work in a project with the objective of identifying scientists with exceptional, internationally comparable results. In the first phase, the project was implemented in physics and chemistry and the results are published on ARRA website. In cooperation with experts from other disciplines, the project continues in biology, mathematics, economics, pharmaceutics, medical sciences, earth sciences, and environmental sciences. The methodology is based on a generally acceptable fact that significant scientific results must be reviewed and particularly published so that they are accessible to broad international scientific community, be subject to analysis and criticism, and particularly that the results can be followed up by other scientists. This is why we used standard indicators recognised internationally – publications and responses thereto (citations) according to international databases, namely the Web of Science (WoS). For the identification of significant scientists, individual personalities, it is appropriate to use a somewhat different approach than for universal assessments of entire institutions. Our methodology relies on Hirsch “h-index”, which was defined by physicist Jorge E. Hirsch in 2005 (Proc. Natl. Acad. Sci., USA) as the measure of impact of individual’s scientific work. This “h-index” expresses the highest number of publications, of which each is cited at least h times. For example, E. J. Corey, laureate of the Nobel Prize for chemistry, has an h-index of 132, which means that he published 132 papers, each of which was cited at least 132 times. It should be noted that this is a challenging indicator. A lower h-index may be significantly influenced by self-citations (when some of the co-authors cites his/her own work). This is why we eliminated self-citations in our methodology (as the WoS counts them in), which reduces the original h-index. We refer to such index as H-index. Table 6: Citation rates for publications in the world in individual fields in 1995 – 2006 Average number of Limit H-index Number of Scientific discipline Citations citations per for top publications publication scientists Biology 542,513 8,482,803 15.64 18 Chemistry 1,070,973 9339628 8.72 15 ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03 28 tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
  • 29. Economics 140,075 631,644 4.51 5 Pharmaceutics 159,810 1,596,203 9.99 12 Physics 854,823 6,407,290 7.5 13 Mathematics 220,644 611,306 2.77 6 Environmental sciences 221,284 1,909,148 8.63 12 Earth sciences 245,179 1,950,007 7.95 10 Medical sciences 1,868,486 20,643,979 11.05 15 The publication frequency and the average number of citations per paper differ for individual scientific disciplines, as shown in Table 6 according to data from the WoS. If we are to reflect the success of scientists in individual disciplines, this fact needs to be taken into consideration. Chemical sciences show an average citation frequency approximately in the centre of the interval. We will analyse this in a more detailed ARRA report for individual scientific disciplines, which will be published in the first half of 2008. Table 7: Number of top scientists Number of scientists Number of scientists a Scientific discipline with H greater than with a publication cited the limit more than 100 times Biology 3 3 Chemistry 21 16 Economics 0 0 Pharmaceutics 2 0 Physics 11 6 Mathematics 12 2 Environmental sciences 0 0 Earth sciences 2 0 Medical sciences 3 3 Table 7 documents the scientific contribution of Slovak scientists to international science in individual scientific disciplines. The second column of Table 7 shows the number of scientists with an H-index equal to or greater than the limit value given in Table 6. The greatest number of top scientists are in natural sciences, ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03 29 tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
  • 30. particularly in chemistry, physics, and mathematics. On the other hand, economics and environmental sciences do not have a single representative. The last column of Table 7 shows the number of scientists in individual scientific disciplines who exceed the limit H-index and at the same time published a paper cited in the WoS at least 100 times, i.e., except for biology, 10 times more than the average citation rate. A paper cited more than 100 times is certainly a significant contribution on the international scale in the given scientific discipline. If an author has a high H-index and, at the same time, at least one paper cited more than 100 times, he/she should be considered a “super top” of the Slovak science. Most authors of such papers are in chemistry. Some of them published several papers that were cited more than 100 times. Some of them reach 400 citations. When we take a look at the workplaces of the best scientists in the disciplines analysed so far, we find that most of them work at Comenius University (27, i.e., approximately one half of all top scientists identified by us), at the institutes of the Slovak Academy of Sciences (19) and at the Slovak University of Technology (7). Scientists with several significant multi-author papers work at Comenius University and at P. J. Šafárik University. These institutions were built in the long term as centres of scientific research in Slovakia. The extensive parameters in Table 5, the number of publications registered in international databases, clearly document the stagnation of the Slovak science. Unfortunately, we also lag behind in the performance of top scientists. In our successful disciplines, in chemistry and physics, we compared top Slovak and Czech scientists according to the h-index. There are substantially more Czech scientists exceeding the limit values than suggested by the proportion of both countries’ populations, and absolute values – namely in chemistry – are higher than the analogous parameters in Slovakia. In the Slovak science, we have only several truly internationally recognised personalities. Project “Top Scientists” was kindly supported by ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03 30 tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
  • 31. 4.7.3 Information from the Profesia.sk portal The quality of higher education cannot be separated from the success of higher education institutions’ graduates in the labour market. The demand in higher education institution graduates is the reflection of the reputation that the given higher education institution or faculty has among the public. This indicates the quality of the education institution – its teaching as well as scientific part. ARRA considers the link between the labour market and the education sphere to be crucial for the increase of the higher education quality as well as for further economic growth of Slovakia and has therefore viewed the success of graduates in the labour market, the number of unemployed graduates, and the employers’ opinion as important indicators of quality of the given higher education institution. ARRA approached employers with a request of cooperation in creating an overview of their requirements or preferences in the recruitment of new employees. This effort of ARRA has not been successful so far. Only few employers were willing to provide information and even this data was not sufficiently representative to understand the general situation of graduates in the labour market. On the other hand, the information on the number of unemployed graduates does not provide a sufficient picture, as their total number is very low and the distribution among higher education institutions is rather random. Due to the above-mentioned reason, ARRA decided to obtain relevant information from a source other than the employers. It established cooperation with the Profesia.sk portal, the largest web portal mediating job offers to job seekers. The services offered by Profesia.sk include an option for the job seekers to send their standardised curriculum vitae to the portal registry, from which the employers select appropriate candidates for vacant positions. Since 1 January 2006, approximately 88,000 CV’s were added to the database and 18,000 CV’s were selected by employers as appropriate for the positions open by them. This data file is the most important one for ARRA. It does not only show the structure of job seekers but also provides information as to which job seekers were sought by the companies. The data processed brought new, previously unpublished facts about the reputation of education institutions in Slovakia but also about the ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03 31 tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
  • 32. ratio of supply and demand in the labour market in relation to higher education institution graduates. When assessing the indicator “employers’ interest in graduates”, the strong position of private higher education institutions was apparent, as they dominated the top ten institutions. After a deeper analysis of the results it can be concluded that it was significantly influenced by the composition of students and graduates of private higher education institutions. The students of this kind of institutions include many of those who study while working and study only to increase their qualification. This therefore does not involve regular graduates without experience in full-time jobs but rather people with working experience that is highly appreciated by the employers and these graduates thus have a comparative advantage against those enrolled in higher education institutions immediately after completing their secondary education, that is, against most of the higher education institution graduates. The discussion on the relation between education and the labour market includes also the factor of graduates becoming employed within the specialisation they graduated in. Graduates of faculties of electrical engineering and informatics rank best. The first ten faculties include as many as 7 faculties with this specialisation. The other end of this ranking shows faculties with a focus on the humanities or social sciences, including, for example, faculties of education. Graduates of these faculties usually get jobs particularly in administration or in other fields unrelated to the field they graduated in. What is a surprising finding is the fact that only few primary and secondary schools seek employees through the Profesia.sk portal. On the one hand, there is a relatively strong declared interest in the work in the education sector and, on the other hand, there is the publicised lack of teachers at primary and secondary schools. Only private primary and secondary schools seek employees on the Internet. A question arises as to how the recruitment of new staff in public education sector occurs, these constituting an overwhelming majority of the segment. The situation in healthcare is somewhat different with no demand on the part of employers and no supply on the part of job seekers. It can be assumed that healthcare facilities find new staff using other than public channels. ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03 32 tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900
  • 33. The information obtained from the Profesia.sk portal confirmed the strong interest of the labour market in technical graduates, particularly in electrical engineers and computer scientists, and a relative lack of interest in job seekers with education in the humanities. Comparing the numbers of students of technical and non-technical disciplines in Slovakia, it can be clearly seen that students do not attach significant importance to information on career prospects when choosing higher education institutions. What is also important for the labour market is the criterion “declared interest of graduates in job positions”. This indicates the quality of students’ preparation for the profession as well as the graduates’ loyalty to the specialisation they are studying. From this viewpoint, the most successful faculties appear to be those of technology, economics, and law. Up until now, Slovakia lacked any information on the behaviour of graduates and employers in the labour market. This ARRA research in cooperation with the Profesia.sk portal is a pilot project of a longer-term cooperation. ARRA thanks for the cooperation to portal ARRA, Ivana Bukovčana 16, 84107 Bratislava, IČO: 30857091, Reg. č. VVS/1-900/90-245 03 33 tel.: +421 2 5443 2246 www.arra.sk E-mail: arra@arra.sk Bank. Spoj.: Slovenská sporiteľňa, č. ú.: 0178751805/0900