Who Is Publishing An Analysis of Finance Research Productivity In

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							            Who Is Publishing? An Analysis of Finance Research Productivity
                               In the European Region




                                      KAM C. CHAN
                                Western Kentucky University

                                     CARL R. CHEN*
                                    University of Dayton

                                  THOMAS L. STEINER
                                   University of Dayton




Key Words: Research, finance, European universities
JEL Classification: G00, Z00

* Contact author: Carl R. Chen, Department of Economics and Finance, University of Dayton,
Dayton, OH 45469-2251, Tel: 937-229-4591, Fax: 937-229-2477, E-mail: chen@udayton.edu.
Helpful comments from an anonymous referee and programming assistance from Christine Lai
are gratefully acknowledged. We are responsible for any remaining errors.

October 2002 (this version).

Journal of Business Finance and Accounting, forthcoming.
             Who Is Publishing? An Analysis of Finance Research Productivity
                                In the European Region


                                           Abstract

       This study ranks the research productivity in finance across European universities and

researchers using a set of 15 finance journals during the decade of the 1990s. A Journal of

Finance-equivalent-page-count productivity measure was used to address differences in article

lengths while the measure facilitates adjustments for co-authorships and co-affiliations. A total

of 219 universities are ranked. During the sample period from 1990 to 1999, the top three

universities are London Business School, City University Business School, and Lancaster

University. An interesting finding is that the UK universities dominate the top-20 ranking.

However, UK's dominance is significantly reduced when the Journal of Business Finance and

Accounting, a UK-based journal, is excluded from the analysis. Other non-UK European

universities gain further ground when only the top-4 journals are used as the basis for the

rankings. Our analysis also shows that a majority of the top 20 European universities have made

significant progress in research productivity over the period 1990-99. Additionally, we compare

the top European universities to those in North America. The top European university, London

Business School, compares to the 24th and 25th ranked North American universities for the period

from 1990 to 1999; it compares to the 15th and 16th ranked North American universities for the

more recent sub-period from 1995 to 1999. The top researcher is Henri Servaes from London

Business School.




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             Who Is Publishing? An Analysis of Finance Research Productivity
                                In the European Region

                                      1. INTRODUCTION

       Academic research in finance contributes to the reputation capital of finance programs,

business schools, and universities in various ways. A measurement of research success can be an

important input into the monitoring and decision processes within academics that nurtures the

reputation capital. An individual’s and/or institution’s research success may (a) help universities

generate grants and gifts, (b) provide help to administrators in making hiring, promotion, and

salary adjustment decisions, and (c) provide information for enrollment decisions made by

college bound and, especially, graduate school bound students. The importance of academic

research means that the process of ranking academic programs and institutions has become an

increasingly important and interesting effort in many regions throughout the world. In the

United Kingdom, research assessment exercises (RAEs) have been conducted approximately

every five years since 1989.      The RAE process consists of a board of peers reviewing

standardized forms and documenting research productivity by departments in UK universities.

The departments are then ranked on a scale from “1” to “5-star” based upon the research quality.

The consequence of the rankings have a direct affect on university funding. A total of 173 UK

institutions took part in the 2001 RAE. The RAE process has apparently stimulated at least a

belief by UK academics that research by individuals and departments in these universities has

improved (Brinn, Jones, and Pendlebury, 1996, 2001b). Commenting on the results of the

assessment, Vice-Chancellor of the University of Warwick said: "…Our overall average has




3
again increased, this time to 4.4…It is a very special achievement to improve our average,

particularly since many of our new staff are young: the future is theirs."1

          In the US, Business Week ranks top business schools and US News & World Report ranks

all universities as well as top specialty programs. A recent issue of Duke Magazine notes, “Love

them or hate them, college rankings appeal to a culture that worships consumer choice and is

seduced by prestige value” (Duke Magazine, September-October, 2001, p.3). During the month

that college rankings are released, the US News & World Report website reports more than 40

million hits. Many universities and colleges take the ranking so seriously that they consider it a

benchmark for academic planning. For example, Ohio State University specifies in its academic

plan that ten of the university’s programs be ranked in the top-ten in the nation within a ten-year

period and one of the benchmarks used is the US News & World Report ranking. Other

universities do not hesitate to capitalize on the ranking by publicizing it on their website.

Georgia State University’s website, for example, clearly states “Robinson’s Executive MBA

program was ranked 20th world wide by Business Week”.

          The enthusiasm for such program rankings has also crossed other national boundaries in

recent years. It was reported that, at the request of the council of public and independent

universities, a US News & World Report team traveled to Spain to discuss the ranking of the

Spanish academic institutions (Duke Magazine, 2001).          Furthermore, in January 2001, the

Financial Times published its newest ranking of the top 100 MBA programs in the world

(Financial Time, Jan 22, 2001, p. 1-2). The Financial Times reinforced the importance of

research productivity in forming their rankings. In a recent issue, they state: “Harvard Business

School … has been knocked from the number one spot in the Financial Times ranking of MBA


1
    http://www.warwick.ac.uk/research.rae/.



4
programs… Replacing it is the Wharton School at the Pennsylvania University which earned its

ranking through strong research capabilities and the international diversity of its students”

(Financial Times, January 22, 2001, page 1).

       Studies that publish assessments of research records are extensive and cut across various

business disciplines and geographical boundaries. While the RAEs provide one measure of

insight into the UK experience, no analysis has been completed more broadly on UK and other

European finance programs. Our study fills this void while completing four tasks. First, we

provide an analysis of research productivity in finance programs and authors among European

universities. We use data collected from a set of 15 core finance journals as the basis for the

ranking. We measure research productivity both in terms of page counts and numbers of articles.

Our analysis also allows us to assess the concentration of research productivity across

institutions. Second, we compare the leading UK and other European universities to the North

American universities to gauge the relative performance of the European universities. Third, we

study the progress of the research productivity of these European universities over the ten-year

period to measure changes in productivity. Fourth, we provide a ranking of individual authors

for the European universities. In brief, this study provides several interesting perspectives on

research productivity in finance in the European region.

       The remainder of our paper is organized as follows: Section 2 provides a literature

review. Section 3 details the data and methodology used in the study. Section 4 reports the

findings of the analysis. Section 5 provides concluding remarks and summary findings.



                                 2. LITERATURE REVIEW




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       Studies on the assessment of academic research have a deep and broad history with many

alternative ranking objectives. An early economics example by Cleary and Edwards (1960)

provides an assessment of departments and their publications in the American Economic Review.

Klemkosky and Tuttle (1977) provide a similar type of an assessment for the finance discipline

in studying publications in the Journal of Finance. Weaver (1975) also provides a parallel

assessment in management by studying contributions to the Academy of Management Journal.

Besides these early papers that assess contributions to a discipline’s leading journal, recent

research in literature production may generally be placed into the following categories: (a)

research on a specific business discipline, (b) research on faculty, programs, departments,

institutions, and/or journals, (c) research criteria for faculty promotion, and (d) research

productivity in different regions of the world.

       With respect to studies on research production in different disciplines, Brown and

Gardner (1985), Brown (1996), Weber and Stevenson (1981) are examples of accounting

research; Collins, Cox, and Stango (2000), Graves, Marchland, and Thompson (1982), on the

other hand, provide examples of economics research; Alexander and Mabry (1994),

Borokhovich, Bricker, and Simkins (1994a), Borokhovich, Bricker, Brunarski, and Simkins

(1998), Chung and Cox (1990), Zivney and Bertin (1992) are examples in finance.

       The major class of studies provides rankings on various academic organizational

structures including faculty, programs, departments, institutions, and journals. For example,

faculty, programs, and departments in accounting are assessed by Bazley and Nikolai (1975),

Brown (1996), and Weber and Stevenson (1981). Marketing departments are ranked by Clark

(1985). Rankings of individual economics faculty and programs can be found in House and




6
Yeager (1978), Conboy, Dusansky, and Kildegarrd (1995), Scott and Mitias (1996), and

Dusansky and Vernon (1998).

       In finance, rankings on faculty, programs, departments, institutions, and journals can be

found in Niemi (1987), Ziveny and Bertin (1992), Alexander and Mabry (1994), Borokhovich,

Bricker, Brunarski, and Simkins (1995, 1998), and Fishe (1998).2              Niemi (1987) tracks

institutional contributions over the period 1975 to 1986. Zivney and Bertin (1992) provide a

performance assessment of finance doctorates over a 25-year period. Their study also provides

insight into predicting future publication productivity that might be interesting to administrators

and committees in charge of tenure decisions.        Alexander and Mabry (1994) use citations to

evaluate journals and individual authors based upon data from four top finance journals over the

years from 1987 to 1991. They identify the fifty most frequently cited journals and the fifty most

frequently cited authors and articles. Borokhovich, Bricker, Brunarski, and Simkins (1995)

examine 661 North American academic institutions over the period from 1989 to 1993 and find a

high institutional concentration of research productivity. They find that 40 institutions account

for over 50 percent of all articles published in a set of 16 leading journals. Borokhovich,

Bricker, Brunarski, and Simkins (1998) find a significant and positive relation between research

productivity and a business school’s reputation. Finally, Fishe (1998) investigates the research

standards for full professors in the Ph.D. granting institutions.

       Studies on publication records also provide institutions with benchmarks for promotion

decisions. Examples are Englebrecht, Govind, and Patterson (1994) in accounting, and Zivney

and Bertin (1992) in finance. Interestingly, Zivney and Bertin (1992) conclude that publishing

2
 Other researchers study the citation pattern, the distribution, and the quality of various journals.
For example, Chung and Cox (1990) analyze patterns in productivity, Borokhovich, Bricker, and
Simkins (1994a, 1994b) analyze journal influence and streams of financial research, respectively.



7
one article per year in a large set of finance, accounting, economics, and other business journals

is a truly remarkable feat, and it is only met by 5% of their sample of college faculty members.

       While the previous studies primarily examine research productivity on US academic

organizations fewer studies have been published on non-US academic organizations. This later

group includes offerings from Brown (1996), Carmona, Cutierrez, and Camara (1999) who

analyze European accounting programs; Cottingham and Hussey (2000), and Gray, Haslam, and

Prodhan (1987) who rank UK accounting programs; Malouin and Outreville (1987), Frey and

Eichenberger (1993), Kirman and Dahl (1994), Elliott, Greenaway, and Sapsford (1998), and

Kalaitzidakis, Mamuneas, and Stengos (1999) who assess European economics programs; Chan,

Chen, and Steiner (2001) who rank the Asia-Pacific finance programs. Indeed the academic

research in ranking European finance program is virtually lacking with the exception that some

important efforts have been made to rank programs and institutions through the research

assessment exercises (RAEs) at the UK universities. Other European countries also have similar

assessment programs (e.g., Finland).      A number of papers have reported the results and

perceptions of the exercises (Whittington, 1993, 1997, and Brinn, Jones, and Pendlebury,

2001b). Generally the UK and other European academics have perceived the process in a

favourable light with respect to motivating research efforts. Nevertheless, there is not a well-

focused study on the finance research productivity among the European academic institutions.

Our study fills this gap.



                              3. DATA AND METHODOLOGY




8
       Our objective is to investigate finance research productivity across various European

universities and researchers. To this end, two critical steps must be defined – the selection of

journals to form our sample of research and the measurement of research productivity.

       We manually gather data on research efforts from a set of 15 core finance journals. They

are: the Journal of Finance, the Journal of Financial Economics, the Review of Financial

Studies, the Journal of Financial and Quantitative Analysis, Financial Management, the Journal

of Financial Research, the Journal of Banking and Finance, the Journal of Portfolio

Management, Financial Analysts Journal, Financial Review, the Journal of Financial

Intermediation, the Journal of Financial Services Research, the Journal of Futures Markets, the

Journal of International Money and Finance, and the Journal of Business Finance and

Accounting.

       The list of journals from which we define our population of research outlets is based

upon the following reasoning and criteria: (1) The journals must have been published for the

entire ten years period of our study from 1990 through 1999. (2) Alexander and Mabry (1994)

define a group of 50 top research outlets based upon citations in four top finance journals

(Journal of Finance, Journal of Financial Economics, Journal of Financial and Quantitative

Analysis, and Review of Financial Studies). Of the 15 journals in our sample, 13 are the same as

Alexander and Mabry’s sample with the remaining 37 journals on their list being largely

comprised of specialty publications (e.g. working papers), general interest publications (e.g. Wall

Street Journal), and economics publications (e.g. American Economic Review). Indeed only one

“finance-focused” journal, Journal of Applied Corporate Finance, is on the list of Alexander and

Mabry (1994) but not included in our list. We do not include this journal because it was not

included in prior research on departmental rankings (e.g., Borokhovich et al, 1995). Moreover,




9
the journal’s mission and commercial sponsors changed during the 1990s. On the other hand,

our list of 15 journals includes two journals not on the list of Alexander and Mabry (1994) and

they are the Journal of Financial Intermediation and the Journal of Financial Services

Research3. Both journals have a special focus and are well regarded within the banking/financial

services literature. (3) Borokhovich, Bricker, Brunarski, and Simkins (1995) use a set of journals

nearly identical to ours. Indeed, our lists are the same with the exceptions that the Journal of

Money, Credit, and Banking is replaced by the Journal of Financial Intermediation and the

Journal of Business is omitted from our list.4 (4) The sample list of 15 includes journals that are

more focused as well as others that are more general in nature. For example, we include the

Journal of Futures Markets, the Journal of Portfolio Management, and the Journal of Banking

and Finance as specialty research outlets. We include the Journal of Finance, the Journal of

Financial Economics, the Review of Financial Studies, and the Journal of Financial and

Quantitative Analysis as more general finance research outlets. The Journal of Business Finance

and Accounting is the only “European-based” finance journal on our list. Other European-based

journals either are not listed in Jean Heck’s Finance Literature Index or have not been published

for more than 10 years.



3
   In Chan, Fok, and Pan (2000), Journal of Financial Intermediation and Journal of Financial
Service Research were ranked 7th and 17th in terms of impact factors excluding self-citation. See
their Exhibit 4.
4
   We replaced Journal of Money, Credit, and Banking by the Journal of Financial
Intermediation because the former publishes mostly monetary economics research. Following
the suggestion of the reviewer, Journal of Business is excluded from our sample because it is not
a pure finance journal; it also publishes research in other business topics, such as marketing and
management. The rankings excluding Journal of Business is not materially different from
rankings including this journal. This is reasonably due to the fact that Journal of Business does
not publish large numbers of articles. Results including Journal of Business, however, are
available upon request from the authors.



10
       From each of our 15 journals over the period from 1990 to 1999, we manually collect

information on authors’ names, authors’ affiliations, and page counts for each full article

(comments, book reviews, and letters to editors are excluded).5 Our primary measure of research

productivity is an adjusted page count with the page count adjusted in a number of ways. First,

we adjust the gross page count based upon JF-equivalent pages. We do this by randomly

sampling three typical pages from each journal without equations, footnotes, or graphs and then

adjusting all page counts to conform to the Journal of Finance average. For example, the

Journal of Finance has 582 words on an average page based upon our approach while the

Journal of Financial Economics has only 507 words on an average page. Consequently, the

adjustment factor of 0.8711 (= 507/582) is used if an author publishes in the Journal of Financial

Economics. Similarly, an adjustment factor of 1.00 (=582/582) is used if an author publishes in

the Journal of Finance.6

       Second, we make adjustments to the page count to consider the number of co-authors.

For example, if an article has two authors, we divide the total page count by 2 and allocate half

the page count to each author. A similar allocation approach is used for papers with more than 2

authors while a paper published without any co-authors would have the total page count fully

allocated to the single author. Third, we make adjustments to the page count due to multiple

5
  On many occasions departmental affiliations are not provided in articles. In addition, there is no
reliable way to identify departmental affiliations of all authors. Thus, it is possible that an article
may be originated from a non-finance researcher (e.g. economics or accounting). Because we
frame our conclusions in terms of the strength of finance programs at different schools, the
conclusions may indeed overstate the contributions of the finance program at each school.
Nevertheless, it is reasonable to believe that finance articles published by other discipline
researchers also provide an enhancement to the reputation of that finance program at a given
school.
6
 Because Financial Review altered its printing in 1998, we adjusted the page counts for this
publication differently for articles published before and after the change.



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affiliations. If an author has two affiliations then we divide the total page count by 2 and allocate

half of the total to each affiliation. In many instances we had both multiple authors and multiple

affiliations for each author. For example, if a paper has two authors (A and B) with the first

author (A) having two affiliations (V and W) and the second author (B) having three affiliations

(X, Y and Z), then 25% of the total page count would be allocated to affiliation V and affiliation

W, and 16.67% of the remaining total page count would be allocated to affiliations X, Y, and Z.

Moreover, in dividing the individual credit, 50% of the total page count would be allocated to

researcher A and 50% of the total page count would be allocated to researcher B.7

       In total, for the period from 1990 to 1999, the 15 sample journals contain 6,399 articles

written by 5,271 authors from 816 universities and 675 non-academic institutions with

107,933.83 JF-equivalent pages. Among these articles, there are 219 universities from the

European region (26.96% of the total academic institutions, or approximately 14.71% of the total

institutions) with 638 authors (12.10% of all authors) who wrote 628.87 weighted articles (9.83%

of all articles), and 11,506.18 JF-equivalent pages (10.66% of all pages).




7
  Sample data was checked for accuracy after it was collected. Two issues emerged. First, it was
evident that in many cases authors published different articles using alternative ways to present
their name. For example, David R. Smith might also be presented as DR Smith or D.R. Smith on
other articles. We made a diligent effort to allocate page count credit to an individual despite
this difficulty. We did this by first ordering the sample data by author name and then manually
looking through the data a number of times to proof read the authors’ identify. The problem,
indeed, surfaced in literally hundreds of cases. We next investigated the affiliation of each of the
“name” presentations. For example, if David R. Smith, DR Smith, and D.R. Smith were all at
the same university then we adjusted the individual’s name in our database to be homogenous
and give credit for each of the articles to the same person. A second problem emerged from the
affiliation names. Because some university names can either be presented differently or went
through a name change, we made a similar effort to make sure proper credit was allocated by
assigning a “single” name for all affiliations. For example, K.U. Leuven and Catholic University
of Leuven represent the same institution and we appropriately formed a “single” affiliation name
for this university in our database.



12
        Although there are different ways to rank the research productivity of an institution, we

choose the JF-equivalent page count as a primary measure for a number of reasons. First, a

popular quality measurement, i.e., Social Science Citation Index (SSCI) impact factor, is not

available for all finance journals. For example, the index is not available for the Financial

Analysts Journal, among others. Second, a finance journal’s impact factor may be affected by

citations outside the finance field (Borokhovich, Bricker, and Simkins, 2000). Third, the citation

factor often is biased in favour of subject matter in the corporate finance area (Borokhovich,

Bricker, and Simkins, 2000). Fourth, although we also report the adjusted article count, we

believe that the adjusted page count is a better measurement. The adjusted page count measure

has been adopted in prior research. Moreover, Borokhovich, Bricker, and Simkins (2000) find

shorter papers to have less influence than full articles. Thus, the issue of differential quality

among journals is mitigated by using the adjusted page counts. This is because papers published

in the top tier journals are, on average, longer than articles in lesser journals. Therefore, the

adjusted page count method implicitly takes journal influence into account.        For example, a

typical Journal of Finance full-length article runs 35 – 40 pages, while a typical Financial

Review article has approximately 15 pages (11.5 JF-equivalent pages). Finally, we did not use

“per capita productivity”; as a result, our findings may underestimate the research productivity of

smaller institutions. We contend that institutional reputation is more strongly impacted by

aggregate academic power while per capita productivity has less influence on the reputation of

an institution.



       4. RESULTS FROM RANKING THE FINANCE PROFESSION IN EUROPE

(i) General Rankings




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         Table 1 reports the rankings of the top 20 European universities over the 1990 to 1999

period using the weighted JF-equivalent page count. Also reported in the table are the weighted

article and the unweighted article counts. We report unweighted and weighted article count in

addition to weighted JF-equivalent page count only for references because prior studies use these

measures.     Clearly, the unweighted article count inflates an individual and an institution’s

research productivity when co-authorships and multiple affiliations exist.        Moreover, the

weighted article count is inferior to the weighted page count because it fails to take into

consideration article length, and thus count could not mitigate the differential journal influence

and journal quality. Nevertheless, the difference in the relative rankings based upon these

alternative productivity measures is small.    For example, the rank correlation between the

weighted article count and the JF-equivalent page count is 92.7%.

         London Business School received the top ranking with a total weighted JF-equivalent

page count of 696.76. The remaining top five institutions are: City University Business School

(with 512.54 weighted pages), Lancaster University (with 420.41 weighted pages), the

University of Strathclyde (with 383.47 weighted pages), and the University of Manchester (with

362.37 weighted pages). Among the top 20 universities in Table 1, the top six are all located in

the UK. In total, there are 13 UK universities with rankings among the top 20. Among these 13

UK universities, six have submitted themselves to the 2001 RAE under the Unit of Assessment

number 44 (Accounting and Finance), and all six received either a 5 or a 5-star ranking.8 For the

remainder of the institutions, France has two universities and the Netherlands, Finland, Belgium,

Norway, and Sweden each have one university with a ranking in the top 20. In terms of


8
 The University of Bristol, the University of Exeter, London School of Economics, the
University of Manchester, the University of Glasgow, and the University of Strathclyde. See
http://www.rae.ac.uk/criteria/crit44.htm



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weighted and unweighted number of articles, the top 10 universities are the same as those ranked

by JF-equivalent pages with only small changes in the relative rankings. In Appendix 1, we also

report European universities that are ranked from 21 to 100 based on JF-equivalent pages.

Moreover, Figure 1 presents a graph that details the distribution of research. The research

productivity distribution is skewed. For example, the top 5, top 10, and top 20 schools receive

credit for approximately 21%, 33%, and 49% of the research in our study, respectively. This

concentration result is slightly more skewed yet similar to North American universities where the

top 5, top 10, and top 20 schools receive credit for approximately 14%, 22%, and 35% of the

research, respectively.

       The dominance illustrated by the UK institutions in Table 1 may be due to (a) the

governmental research assessment exercises among UK universities, (b) the faculty size of the

UK universities,9 and (c) a possible sample bias for UK universities due to the inclusion of a UK-

based journal (i.e., Journal of Business Finance and Accounting) in our sample.               The

consequence of a home base bias due to the inclusion of JBFA is addressed in the next section.



(ii) Rankings Excluding the UK-Based Journal

       There is little doubt that British authors may have a tendency to publish more of their

research in the Journal of Business Finance and Accounting (JBFA), which is the only UK and

European based (specifically, UK-based) journal in our sample. Similar evidence is found in

9
  We made a head count of the faculty size based upon the name list shown on the web pages of
the top-20 universities. Indeed, UK universities generally have larger faculty size than other
European universities. For example, London Business School has 28 faculties, City University
Business School has 27, while the top-seed French university (INSEAD) has 22, and the second-
ranked French university (HEC) has only 17. As argued in Section 3, however, institutional
reputation often is measured by aggregate academic power. Therefore, faculty size does produce
a bias in favour of larger universities.



15
economics journals. For example, the UK-based Economic Journal is found to be favoured by

the UK authors (Kalaitzidakis, Mamuneas, and Stengos, 1999). Brinn, Jones, and Pendlebury

(2001) also find that UK accounting and finance academics strongly believe that there is a barrier

of entry into the major US journals and it is easier to publish in the UK-based journals. Given

the evidence, including JBFA, therefore, creates a bias in favour of UK universities.10

          To examine if there may be a possible home bias in the ranking of universities due to the

inclusion of JBFA, we also conduct a similar analysis without JBFA. The results of the top-20

universities are presented in Table 2. In Appendix 2, we also report European universities that

are ranked from 21 to 100. The first column gives the ranking without JBFA while the second

column produces the ranking of the same institution when JBFA was included in the analysis.

The rank correlation between the ranking with and without JBFA is high (0.8187). This suggests

that an institution with a high (low) ranking when JBFA is excluded in the analysis would also

likely exhibit a high (low) ranking when JBFA is included in the analysis. Nevertheless, after

removing JBFA from the analysis, although UK institutions still have a strong presence in the

top-20 list, significant changes are observed.      Despite the fact that London Business School and

City University Business School still retain their 1-2 positions, eight universities ranked in the

top-20 shown in Table 1 are no longer listed in Table 2. Among the eight universities de-listed,

seven are UK universities. The only non-UK university de-listed is the University of Vaasa

(Finland). The home bias can be clearly seen from the dramatic changes in the rankings for the



10
     We thank the reviewer to mention this issue.
10
     See Alexander and Mabry (1994) for this selection.




16
following UK universities: University of Manchester (from 5th ranked to 42nd); University of

Exeter (from 11th ranked to 91tst), and University of Bristol (from 14th ranked to not-ranked). UK

universities, therefore, generally fall, but non-UK universities improve after excluding the JBFA

from the analysis. Clearly, some of the UK universities benefit from a home-based journal being

included in the sample.

       Another issue arises due to the fact that all 15 journals are written in English that will

create some bias in favour of English speaking authors and institutions. However, the bias in the

results from journal selection may be moderate. For example, in Table 3, we report institutional

rankings based upon only the top-4 journals. Among the top-20 institutions, only four are UK

institutions. In effect, non-English speaking programs are equally prevalent. Four French and

four Dutch institutions are also on the top-20 list. Hence, the selection of English-based journals

could be argued to create only a moderate bias. On the other hand, if we include non-English

based journals (e.g., German or French based), a bias would also exist that may possibly be more

severe. In the next section, we further investigate the influence of using the top-4 journals for our

analysis.



(iii) Rankings Using the Top-Four Finance Journals

       Although we use 15 major finance journals in our basic study, some may point out that

quality differentials between these 15 journals exist. Indeed, this is one of the reasons that we

use JF-equivalent page counts to mitigate the journal quality differential. However, to further

address this issue, we also rank the top-20 European universities based upon publications that are


11
  This argument is supported by the fact that a few European based finance journals only
emerged in recent years. For example, the European Financial Review, an official journal of the
European Finance Association is only in its 5th year of publication.


17
generally perceived to be the top four finance journals (Journal of Finance, Journal of Financial

Economics, Journal of Financial and Quantitative Analysis, and Review of Financial Studies).11

We report these results in Table 3. Comparing these results with those presented in Tables 1 and

2, the most significant change is the further reduction in the number of UK universities in the

top-20 list. In effect, only four British universities are still ranked in the top-20. French and

Dutch universities gain seats in the top-20 list. British universities that dropped out of the list

(from Table 2 list) are University of Strathclyde, University of Wales-Swansea, and University

of Warwick. The strong presence of British universities on the top-20 list reported in Table 1,

therefore, is likely to be the result of (1) including a UK-based journal, and (2) being stronger in

quantity than in quality. Although this result is consistent with the finding in Brinn, Jones, and

Pendlebury (2001a) that UK academics are less likely to publish in top US journals because of

their belief of an entry barrier, it is not consistent with the objective of RAEs, which presumably

emphasizes quality over quantity.

                                                                                                Alt

hough one might make the argument from this assessment that the UK universities are stronger

in quantity than in quality, one should be cautioned that London Business School is consistently

the number one ranked university among the European universities irrespective the methods of

measuring12. London Business School's overwhelming JF-equivalent page counts (369.88) in the

top-4 journals easily outnumbers the second and the lesser ranked universities even on a per

capita basis. London School of Economics, which received a 5-star RAE ranking in year 2001

also performs well. While measuring research output based upon the top-4 journals adds another




18
dimension to the study, one should be cautious in interpreting the results for two reasons. First,

only 63 European universities have ever published one unweighted article in the top-4 finance

journals. In effect, the majority of them have only one unweighted article. Rankings based upon

one or two articles over a 10-year period are extremely unreliable. Second, this ranking method

implicitly assumes a zero weight to the other 11 journals; only a handful of very top-notch

universities will probably consider the benchmark of the top-4 to be more legitimate.



(iv) Comparison with the North American Universities and Comparison Across Time Periods

       Since European universities have increased research effort in more recent years through

quality assessment programs such as RAEs, Tables 4 and 5 compare the top 20 European

universities to the North American universities. The comparable JF-equivalent page counts for

North American universities are calculated with a similar methodology. Table 4 provides a

comparison based upon the entire sample period from 1990 through 1999. In this Table, London

Business School is comparable to either the University of Florida (24th ranked North American

universities) or Arizona State University (25th ranked). Similarly, City University Business

School is comparable to either Carnegie Mellon University (34th ranked North American

universities) or Texas A&M University (35th ranked).

       Because the development in finance research in most European countries has emerged

only in recent years,13 our analysis from 1990-99 may underestimate the more recent research

productivity of the European institutions. Therefore, Table 5 provides the same type of



12
   Comparing Tables 1 and 2, London Business School had the same number of JF-equivalent
pages. It is because, during 1990-99, London Business School faculty did not publish in Journal
of Business Finance and Accounting.




19
comparison based upon the more recent period from 1995 through 1999. In Table 5, London

Business School’s rank is substantially improved and now is comparable to the University of

California at Berkeley (15th ranked university in North America) and the University of Texas-

Austin (16th ranked). City University Business School is comparable to the University of Florida

(26th ranked) and the University of Iowa (27th ranked). Lancaster University, which is ranked

3rd during the period from 1995 to 1999, is comparable to Georgetown University (32nd ranked)

and Vanderbilt University (33rd ranked).      Besides providing perspective and an interesting

comparison, Tables 4 and 5 show a clear strengthening of research productivity among the top

European universities during the period from 1995 to 1999 as compared with 1990 to 1994. For

example, from Table 4, across the entire decade of the 1990s (1990-1999), the yearly average

weighted JF-equivalent pages for London Business School is 39.37 while the same yearly

average is 99.98 for the last five years of the 1990s (1995-1999).

       The improvement of the top 20 European universities in terms of research productivity is

best shown in Table 6, which reports the percentage increase in research productivity. For

example, the percentage increase in weighted JF-equivalent pages and weighted number of

articles for the period 1995-1999 relative to the 1990-1994 period is shown to be positive in 16

of the top 20 universities. London Business School showed an increase of 153.92% in JF-

equivalent pages while the largest increase was gained by Norwegian School of Management

with an increase of 834.15%, followed by the University of Warwick (633.93%). Clearly, the

Norwegian School of Management not only shows improvement in their quantity of research but

also their quality of research as indicated by their 4th ranked status in Table 3. Nearly 60% of the

Norwegian School of Management’s JF-equivalent page counts come from the top-4 journals.

Impressively, the average percentage increase in JF-equivalent pages for the top 20 universities




20
is 192%. Similar conclusions exist when the weighted number of articles is used as the

productivity measure. Moreover, the research productivity improvement does not seem to be

concentrated in only a few institutions and the result seems insensitive to the sample of journals

used in the assessment. For example, instead of using 15 journals, we also used the “top-4”

journals to examine the pattern of productivity changes. Although we do not report the results in

a table, we find that among the 63 institutions that have published at least one article in this set of

journals, 46 institutions (73%) show improvement over the second half of the 1990s, while only

17 institutions (27%) experience a decline in productivity. Moreover, the results using this

alternative journal sample show the productivity improvements are by no means limited to UK

institutions. Among the top performers are ESSEC (France), Norwegian School of Economics

and Business (Norway), the Universite de Toulouse (France), the University of Groningen

(Germany), and the University of Vienna (Austria).           We attribute the broad scope of this

improvement in research productivity across European institutions to a number of factors such as

the development of the European financial markets (i.e. the growth in the money and capital

markets) that may stimulate the expansion of academic finance programs and research. Another

potential factor is the adoption of research quality assessment programs such as UK’s RAEs.



(v) Ranking of Authors

       In addition to institutional rankings, we show in Table 7 the ranking of the top 20

individual authors with affiliations to the European universities in Table 7. London Business

School, Lancaster University, and Norwegian School of Management each have multiple

researchers in the top 20. Other top-20 authors are fairly spread out among the other leading

European universities. We should point out, however, that certain European authors show a




21
preference for European-based journals. For example, Peter Pope (number 2 ranked author) has a

larger than average concentration in the Journal of Business Finance and Accounting (JBFA).

This is also found in economics research (Kalaitzidakis, Mamuneas, and Stengos 1999), which

reports a heavy concentration of UK authorship in the Economic Journal. Due to the selection of

our sample journals, the ranking of some individuals will tend to be influenced by these

individual research preferences.



                                   5. CONCLUDING REMARKS

       This study ranks the finance research productivity among the European universities using

a set of 15 core finance journals during the decade of 1990s. Weighted JF-equivalent page

counts are used to account for different lengths in articles and the measure facilitates adjustments

for co-authorships and co-affiliations. A total of 219 universities are ranked.

       We find several interesting results. Using the publication information of all 15 core

finance journals, the top five European universities are London Business School, City University

Business School, Lancaster University, the University of Strathclyde, and the University of

Manchester respectively. In addition, the inclusion of a UK-based journal biases the ranking in

favour of UK universities. When only the top-4 journals are used to rank the top-20 universities,

the presence of UK universities diminishes while the presence of other European universities

increases. Nevertheless, London Business School retains its number one ranking irrespective of

the sample of journals. Moreover, the distribution of publications is highly skewed as the top 5,

top 10, and top 20 universities account for 21%, 33%, and 49% of all the total JF-equivalent

pages, respectively. In comparison, research productivity of top European universities reaches a

similar level to those in North America. The first-ranked European university, London Business




22
School, compares to the 24th and 25th ranked North American universities – the University of

Florida and Arizona State University - for the period from 1990 to 1999. London Business

School, however, show impressive improvement for the period from 1995 to 1999 where it

compares to the 15th and 16th ranked North American universities – the University of California-

Berkeley and the University of Texas-Austin. By splitting the sample into the first-five-years

(1990-94) and the second-five-years (1995-1999), we are also able to gauge the research

progress. The comparisons suggest that 80% of the top 20 European universities (16 in total)

have made significant progress during the decade of the 1990s. The largest percentage increases

in research productivity were at the Norwegian School of Management, the University of

Warwick, the University of Bristol, and the University of Exeter. The improvements may be due

to the expansion of the financial markets in the region that has lead to an increased interest in

financial research and lead to an increase in the number of finance programs offered at UK and

European universities. Moreover, an especially likely influence upon the success we document

for the UK universities is the influence of the research assessment exercises.




23
Table 1. Ranking of the Top 20 European Universities by Weighted JF-Equivalent Page
      Counts in 15 Core Finance Journals

This table provides a ranking of European universities by weighted JF-equivalent pages in 15
finance journals during 1990-99. The weights are by co-authorship and co-affiliation. The
numbers of unweighted articles as well as the home country are also presented.


                                                                                  JF-
                                                        Weighted Unweighted equivalent
Rank      Universities                      Country     articles      articles    pages
      1   London Business School            UK                 31.50           65      696.76
      2   City University Business School   UK                 27.17           42      512.54
      3   Lancaster University              UK                 20.87           39      420.41
      4   University of Strathclyde         UK                 22.50           52      383.47
      5   University of Manchester          UK                 17.83           34      362.37
      6   London School of Economics        UK                 17.58           33      332.48
      7   INSEAD                            France             14.33           28      293.32
      8   Erasmus University                Netherlands        16.66           35      271.43
      9   HEC                               France             16.03           35      264.41
     10   University of Vaasa               Finland            11.75           25      208.73
     11   University of Exeter              UK                   8.33          17      206.01
     12   University of Nottingham          UK                 10.92           24      202.92
     13   Catholic University of Leuven     Belgium              9.42          22      197.56
     14   University of Bristol             UK                   8.83          15      191.08
     15   University of Glasgow             UK                   7.50          10      188.39
     16   University of Warwick             UK                 11.17           18      182.07
     17   University of Southampton         UK                 10.33           23      173.10
     18   University of Cambridge           UK                   8.75          13      171.22
     19   Norwegian School of Management    Norway               7.25          15      165.36
     20   Stockholm School of Economics     Sweden               9.92          20      164.38




24
Table 2. European Universities in Research Productivity Based on a Set of 14 Finance
Journals (without Journal of Business Finance and Accounting)

This table provides a ranking of European universities by weighted pages in 14 finance journals
(without Journal of Business Finance and Accounting) in 1990-99. The weights are by co-
authorship and co-affiliation. The numbers of unweighted articles as well as the home country
are presented as well as the change in rankings as relative to Table 1 and Appendix 1. The rank
correlation between the rankings of universities with and without Journal of Business Finance
and Accounting is 0.8216.


 Ranking                                                                                       JF-
 without    Ranking                                                    Weighted Unweighted equivalent
  JBFA     with JBFA   Universities                      Country       articles    articles    pages
    1           1      London Business School            UK                  31.50          65     696.76
    2           2      City University Business School   UK                  21.67          32     393.14
    3           7      INSEAD                            France              14.33          28     293.32
    4           6      London School of Economics        UK                  14.58          26     277.14
    5           8      Erasmus University                Netherlands         16.66          35     271.43
    6           9      HEC                               France              16.03          35     264.41
    7           4      University of Strathclyde         UK                   9.50          19     185.26
    8           3      Lancaster University              UK                   9.53          21     173.67
    9          13      Catholic University of Leuven     Belgium              7.42          18     170.38
   10          19      Norwegian School of Management    Norway               7.25          15     165.36
   11          30      University of Mannheim            Germany              6.33          13     109.00
   12          24      Tilburg University                Netherlands          6.42          14     104.20
   13          20      Stockholm School of Economics     Sweden               6.25          14     104.19
   14          32      University of Limburg             Belgium              5.58          13      97.14
   15          35      University of Amsterdam           Netherlands          5.67          12      95.96
   16          36      Universitat Bern                  Switzerland          4.75          11      94.48
   17          37      Université de Toulouse            France               3.17           7      92.52
   18          21      Helsinki School of Economics      Finland              5.83           8      86.45
   19          28      University of Wales-Swansea       UK                   5.33           7      84.60
   20          16      University of Warwick             UK                   5.50          10      83.38




25
Table 3: Top 20 European Universities in Research Productivity that are Based on Top-4
Journals

This table provides a ranking of European universities by weighted pages in top-4 finance
journals (i.e., Journal of Finance, Journal of Financial Economics, Journal of Financial and
Quantitative Analysis, and Review of Financial Studies) during 1990-99. The weights are by co-
authorship and co-affiliation. The numbers of unweighted articles as well as the home country
are presented. There are 63 European universities that published at least one unweighted articles
in the top-4 finance journals. The correlation coefficient between JF-equivalent pages in top four
journals and in the 15 finance journals for the top 20 European universities is 0.46.

                                                                                               JF-
                                                              Weighted       Unweighted        equivalent
Rank     Universities                           Country       articles       articles          pages
     1   London Business School                 UK                   14.50                32         369.88
     2   INSEAD                                 France                6.25                13         144.35
     3   London School of Economics             UK                    4.33                 9         117.61
     4   Norwegian School of Management         Norway                3.25                 8          98.73
     5   HEC                                    France                4.86                11          98.67
     6   Université de Toulouse                 France                2.50                 5          75.94
     7   Universitat Bern                       Switzerland           2.50                6           62.76
     8   University of Amsterdam                Netherlands           2.00                 5          54.77
     9   City University Business School        UK                    2.00                 2          50.00
  10     ESSEC                                  France                2.00                 2          49.70
  11     Erasmus University                     Netherlands           2.13                 7          45.23
  12     University of Vienna                   Austria               1.50                 2          43.54
  13     Lancaster University                   UK                    2.33                 6          38.71
  14     European University Institute          Italy                 1.25                 3          33.10
  15     University of Groningen                Netherlands           1.00                 1          31.25
  16     Tilburg University                     Netherlands           1.42                 4          27.76
  17     Stockholm School of Economics          Sweden                0.92                 3          26.81
  18     University of Cyprus                   Cyprus                1.00                 1          26.13
  19     Helsinki School of Economics           Finland               1.00                 1          24.39
  20     Université Catholique de Louvain       Belgium               1.00                 2          24.08




26
Table 4. A Comparison of the Top 20 Leading European Universities with North American Universities in 1990-99 in
Weighted JF-Equivalent Pages Counts.

The leading European universities are compared with universities in the North America in terms of weighted total JF-Equivalent page
counts. The weights are by co-authorship and co-affiliation.

                                    Europe                                       North America

                                             Weighted JF
 Rank Universities                             pages     Rank     Universities                                          Weighted JF pages

     1   London Business School                696.76   24/25     University of Florida/Arizona State University          715.71/682.40
     2   City University Business School       512.54   34/35     Carnegie Mellon University/Texas A&M University         522.70/508.48
     3   Lancaster University                  420.41   52/53     University of Alabama/Florida Atlantic University       430.10/417.21
     4   University of Strathclyde             383.47   57/58     Wilfrid Laurier University/Emory University             388.67/367.99

     5   University of Manchester              362.37   60/61     University of Minnesota/University of Utah              362.89/348.90

     6   London School of Economics            332.48   67/68     University of Arizona/Clemson University                334.10/331.07

     7   INSEAD                                293.32   77/78     University of Memphis/University of Tennessee           295.78/292.22

   8     Erasmus University                    271.43   82/83     Texas Tech University/Simon Fraser University           272.19/271.10
   9     HEC                                   264.41   83/84     Simon Fraser University/Rice University                 271.10/263.36
  10     University of Vaasa                   208.73   105/106   University of New Orleans/University of North Texas     209.01/200.24
  11     University of Exeter                  206.01   105/106   University of New Orleans/University of North Texas     209.01/200.24

  12     University of Nottingham              202.92   105/106 University of New Orleans/University of North Texas       209.01/200.24
  13     Catholic University of Leuven         197.56   107/108 University of Kentucky/Queen’s University                 199.67/195.53

  14     University of Bristol                 191.08   109/110 George Mason University/Rider University                  193.76/189.07

  15     University of Glasgow                 188.39   110/111 Rider University/San Diego State University               189.07/187.06
  16     University of Warwick                 182.07   114/115 University of Kentucky/San Diego State University         199.67/196.36




27
 17   University of Southampton        173.10   117/118 University of Dayton/Texas Christian University   175.78/158.72

 18   University of Cambridge          171.22   117/118 University of Dayton/Texas Christian University   175.78/158.72
 19   Norwegian School of Management   165.36   117/118 University of Dayton/Texas Christian University   175.78/158.72

 20   Stockholm School of Economics    164.38   117/118 University of Dayton/Texas Christian University   175.78/158.72




28
Table 5. A Comparison of the Leading European Universities with North American Universities in 1995-99 in Weighted JF-
Equivalent Pages Counts.

The leading European universities are compared with universities in the North America in terms of weighted total JF-Equivalent page
counts. The weights are by co-authorship and co-affiliation.

                                     Europe                                 United States and Canada

                                              Weighted JF
 Rank University                                pages     Rank     University                                           Weighted JF pages

     1   London Business School                 499.89     15/16   UC-Berkeley/University of Texas-Austin                 506.79/485.75
     2   City University Business School        358.43     26/27   University of Florida/University of Iowa               364.69/327.12
     3   Lancaster University                   287.02     32/33   Georgetown University/Vanderbilt University            287.86/286.86
     4   University of Manchester               233.40     50/51   University of Utah/Northern Illinois University        241.48/232.02
     5   London School of Economics             222.92     54/55   University of Arizona/University of Minnesota          226.06/221.93

     6   Erasmus University                     178.95     64/65 University of California-Irvine/University of Oregon     183.35/175.51

     7   University of Exeter                   167.14     73/74 Emory University/Fordham University                      167.87/166.93

   8     University of Warwick                  160.24     76/77   University of Toronto/University of Colorado           160.29/157.69
   9     University of Bristol                  160.02     76/77   University of Toronto/University of Colorado           160.29/157.69
  10     University of Nottingham               156.77     78/79   Clemson University/Simon Fraser University             157.19/155.86
  11     Norwegian School of Management         149.37     79/80   Simon Fraser University/Tulane University              155.86/147.92
  12     University of Reading                  144.99     81/82   University of Kentucky/McMaster University             147.32/143.73

  13     University of Glasgow                  140.86     85/86 University of Alberta/Oklahoma State University          141.37/140.59
  14     University of Cambridge                136.29     88/89 University of Memphis/Princeton University               139.50/135.58

  15     University of Southampton              134.27     89/90 Princeton University/Brigham Young University            135.58/131.84

  16     University of Strathclyde              131.97     89/90 Princeton University/Brigham Young University            135.58/131.84
                                                                 Brigham Young University/Case Western Reserve
  17     Tilburg University                     130.09     90/91 University                                               131.84/130.69



29
 18   INSEAD                          128.15    92/93 Washington State University/Suffolk University     128.35/127.88
 19   Catholic University of Leuven   122.85    96/97 SUNY-Buffalo/North Carolina State University       124.86/120.64

 20   University of Vaasa             111.93   100/101 Old Dominion University/Northeastern University   114.53/109.86




30
Table 6. Research Productivity Progress of the Top 20 European Universities from 1990-94 to 1995-99.

This table compares the research productivity progress of the top 20 European universities from 1990-94 to 1995-99. Percentage
increase (+) or decrease (-) of weighted JF-equivalent pages and weighted number of articles are calculated.

                                                       1990-94                              1995-99                            % increase
                                                                JF-                                   JF-                     In           In JF-
                                       Weighted Unweighted equivalent Weighted Unweighted equivalent In weighted unweighted equivalent
Rank   University                      articles     articles    pages       articles      articles    pages       articles    articles     pages
  1    London Business School                  9.58          16      196.87         21.92          49      499.89 128.70% 206.25% 153.92%
  2    City University Business School         8.67          12      154.11         18.50          30      358.43 113.46% 150.00% 132.57%
  3    Lancaster University                    8.17          16      133.39         12.70          23      287.02      55.51%      43.75% 115.17%
  4    University of Strathclyde             15.33           35      251.49          7.17          17      131.97     -53.26%     -51.43%      -47.52%
  5    University of Manchester                7.50          12      128.97         10.33          22      233.40      37.78%      83.33%       80.97%
  6    London School of Economics              6.00          11      109.56        11.58           22      222.92      93.06% 100.00% 103.47%
  7    INSEAD                                  8.83          15      165.17          5.50          13      128.15     -37.74%     -13.33%      -22.42%
  8    Erasmus University                      5.83          13       92.49         10.83          22      178.95      85.57%      69.23%       93.49%
  9    HEC                                   10.83           24      157.85          5.19          11      106.55     -52.05%     -54.17%      -32.50%
 10    University of Vaasa                    5.25           11       96.80          6.50          14      111.93      23.81%      27.27%       15.62%
 11    University of Exeter                    2.50           5       38.87          5.83          12      167.14 133.33% 140.00% 329.94%
 12    University of Nottingham               4.08            7       46.14          6.83          17      156.77      67.35% 142.86% 239.76%
 13    Catholic University of Leuven           4.42          10       74.71          5.00          12      122.85      13.21%      20.00%       64.45%
 14    University of Bristol                   2.00           2       31.07          6.83          13      160.02 241.67% 550.00% 415.10%
 15    University of Glasgow                   2.00           2       47.53          5.50           8      140.86 175.00% 300.00% 196.35%
 16    University of Warwick                   1.50           3       21.83          9.67          15      160.24 544.44% 400.00% 633.93%
 17    University of Southampton               2.50           4       38.83          7.83          19      134.27 213.33% 375.00% 245.77%
 18    University of Cambridge                 2.00           3       34.93          6.75          10      136.29 237.50% 233.33% 290.19%
 19    Norwegian School of Management          1.00           2       15.99          6.25          13      149.37 525.00% 550.00% 834.15%
 20    Stockholm School of Economics           5.67          10       83.25          4.25          10       81.14     -25.00%        0.00%      -2.54%




31
Table 7. The Top 20 Authors in European Universities in Terms of Weighted Total JF-
Equivalent Pages (1990-99)

This table gives the top 20 authors in European universities.

                                                                                        JF-
                                                                    Weighted Unweighted equivalent
     Rank   Author                Universities                      articles articles   pages

      1     Servaes, Henri        London Business School                  6.50        10     137.13
      2     Pope, Peter F         Lancaster University                    6.25        14     108.72
      3     O'Hanlon, John        Lancaster University                    4.67         6      97.40
      4     Rydqvist, Kristian    Norwegian School of Management          4.83         8      94.07
      5     Laitinen, Erkki K     University of Vaasa                     3.50         4      93.68
      6     Dumas, Bernard        HEC/Duke University/CEPR                4.00         8      89.34
                                  Stockholm School of Economics /
       7    Eckbo, B Espen        Norwegian School of Management          4.00         7      88.10
       8    Biais, Bruno          Université de Toulouse                  2.83         5      87.35
       9    Yadav, Pradeep K      University of Strathclyde               4.83        11      86.06
      10    Boot, Arnoud WA       University of Amsterdam                 4.67         8      85.17
      11    Thomas, Stephen H     University of Southampton               5.25        14      84.16
      12    Loderer, Claudio F    Universitat Bern                        3.50         8      83.15
      13    Fulghieri, Paolo      INSEAD/CEPR                             3.50         7      82.72
      14    Clare, Andrew D       University of Reading                   5.00        12      80.84
      15    Solnik, Bruno         HEC                                     4.83         8      78.80
      16    Nyborg, Kjell G       London Business School                  2.33         4      78.06
      17    Paudyal, Krishna      Glasgow Caledonian University           3.50         8      77.13
      18    Strong, Norman C      University of Manchester                3.67         7      77.05
      19    Franks, Julian R      London Business School                  3.50         8      75.65
      20    Sercu, Piet           Catholic University of Leuven           3.67         7      74.38




32
             Figure 1. Cumulative percentage of JF-equivalent pages

This graph provides a cumulative percentage of research productivity based upon the ranking of
the universities. For example, the top five universities generate approximately 21% of the JF-
equivalent pages. The top ten universities generate approximately 33% of the JF-equivalent
pages.


                                                    100%
                cumulative percentage of JF-pages




                                                    90%
                                                    80%
                                                    70%
                                                    60%
                                                    50%
                                                    40%
                                                    30%
                                                    20%
                                                    10%
                                                     0%
                                                           1   20   39     58    77     96   115   134    153   172   191   210
                                                                         Ranking of Universities (from high to low)




33
     APPENDIX 1. European Universities That are Ranked from 21 to 100 in Research
                                   Productivity

This table provides a ranking of European universities by weighted pages in 15 finance journals
in 1990-99. The weights are by co-authorship and co-affiliation. The numbers of unweighted
articles as well as the home country are presented.

                                                    Weighted    Unweighted JF-equivalent
Rank Universities                     Country        articles      articles       pages
 21 Helsinki School of Economics      Finland           9.67            15       160.87
 22 University of Wales-Aberystwyth   UK                9.50            18       156.95
 23 University of Reading             UK                9.58            21       156.15
 24 University of London              UK                8.17            18       150.67
 25 Tilburg University                Netherlands       7.75            17       130.09
 26 University of Cyprus              Cyprus            5.75            11       125.90
 27 Brunel University                 UK                7.17            14       116.05
 28 University of Wales-Swansea       UK                7.08            12       112.91
 29 University of Essex               UK                7.70            11       111.51
 30 University of Mannheim            Germany           6.33            13       109.00
 31 Glasgow Caledonian University     UK                6.00            10       107.95
 32 University of Limburg             Belgium           6.33            15       105.88
 33 Cardiff University                UK                5.67            10       104.81
 34 University of Stirling            UK                5.37            14       101.71
 35 University of Amsterdam           Netherlands       5.67            12        95.96
 36 Universitat Bern                  Switzerland       4.75            11        94.48
 37 Université de Toulouse            France            3.17              7       92.52
 38 University of Hull                UK                4.83            10        84.30
 39 University of Leeds               UK                4.50            10        83.36
 40 Universita L. Bocconi             Italy             3.92              7       83.24
 41 ESSEC, Paris France               France            3.33              5       76.20
 42 University of Dundee              UK                4.83            11        75.36
     Norwegian School of Economics    Norway
 43 and Business Administration                         5.33            12         74.04
 44 University of Liverpool           UK                4.75             9         72.89
 45 University of Bath                UK                3.17             5         72.16
 46 University of Edinburgh           UK                3.17             6         70.05
 47 Université Paris-Dauphine         France            4.58             9         69.34
 48 University of Birmingham          UK                5.33             8         68.73
 49 University of Newcastle           UK                3.83             8         67.63
 50 University of Groningen           Netherlands       3.00             5         65.59
 51 Loughborough University           UK                3.00             4         63.08
 52 University of Wales-Bangor        UK                4.00             9         60.99
 53 Free University of Brussels       Belgium           3.75             8         59.56
 54 University College Dublin         Ireland           2.67             4         58.45
 55 Queen's University of Belfast     Ireland           3.33             5         58.28
 56 University of Aberdeen            UK                2.50             4         57.76
 57 Swedish School of Economics       Sweden            3.50             7         56.79
 58 Universitia di Brescia            Italy             2.50             3         56.25



34
59    University of Kent                UK            1.00    2   53.80
60    University of Vienna              Austria       2.00    3   52.60
61    Université Catholique de Louvain Belgium        3.33    5   51.37
62    Chalmers University of Technology Sweden        1.00    1   50.48
63    Universidad Carlos III de Madrid  Spain         2.67    7   49.60
64    European University Institute     Italy         1.75    4   49.09
65    Arhus University                  Denmark       2.50    5   47.45
66    University of Ulster              UK            3.00    6   46.30
67    University of Bradford            UK            2.50    4   42.23
68    Maastricht University             Belgium       3.46   10   41.74
69    University of Durham              UK            3.33    5   38.28
70    Odense University                 Denmark       1.83    4   33.18
71    University of Rome                Italy         2.00    4   33.16
72    University of Venice              Italy         1.17    3   32.35
73    Sheffield University              UK            2.25    5   32.28
74    Universitat Pompeu Fabra          Spain         1.50    2   32.09
75    University of Ghent               Belgium       1.50    3   32.04
76    Université de Lausanne            Switzerland   1.50    2   31.84
77    University of Athens              Greece        2.08    6   31.28
78    Johann Wolfgang Goethe-University Germany       1.00    2   30.20
79    University of Paris XII           France        1.00    1   29.50
80    Copenhagen Business School        Demark        1.50    2   29.06
81    Oxford University                 UK            1.75    4   28.27
82    University of West England        UK            1.00    1   28.15
83    University of West London         UK            2.00    3   27.63
84    University of Bergamo             Italy         1.00    1   26.65
85    Universitat Heidelberg            Germany       1.00    1   25.11
86    Universita di Bologna             Italy         1.00    2   25.01
87    Stockholm University              Sweden        1.83    4   24.82
88    Dublin City University            Ireland       1.50    2   24.79
89    Universitat Hamburg               Germany       1.00    2   24.70
90    Universitat Konstanz              Germany       2.00    3   24.46
91    Academy of Finland                Finland       1.00    2   24.27
92    London Guildhall University       UK            1.50    2   24.14
93    Universidad del Pais Vasco        France        1.42    6   23.76
94    University of Pavia                Italy        1.33    3   23.37
95    National University of Ireland    Ireland       1.00    1   23.30
96    Birkbeck College                  UK            1.00    4   23.07
97    Universidade Catolica Portuguesa Portugal       1.00    2   22.77
98    Rijksuniversiteit Limburg         Belgium       1.33    3   22.56
99    Universidade do Minho             Portugal      1.00    1   22.56
100   Universidad Publica de Navarra    Spain         1.17    3   22.55




35
APPENDIX 2. European Universities that are Ranked from 21 to 100 in Research
Productivity Based on a Set of 14 Finance Journals (without Journal of Business Finance
and Accounting)

This table provides a ranking of European universities by weighted pages in 14 finance journals
(without Journal of Business Finance and Accounting) during 1990-99. The weights are by co-
authorship and co-affiliation. The numbers of unweighted articles as well as the home country
are presented as well as the change in rankings relative to Table 1 and Appendix 1. The rank
correlation between the rankings of universities with and without Journal of Business Finance
and Accounting is 0.8187.

 Ranking                                                                                         JF-
 without    Ranking                                                      Weighted Unweighted equivalent
  JBFA     with JBFA   Universities                        Country       articles    articles    pages
   21          40      Universita L. Bocconi               Italy                3.92           7     83.24
   22          17      University of Southampton           UK                   4.50          11     76.51
   23          41      ESSEC, Paris France                 France               3.33           5     76.20
   24          25      University of Cyprus                Cyprus               3.75           7     74.20
                       Norwegian School of Economics and   Norway
     25       43       Business Administration                                 4.33          10     70.16
     26       47       Universite Paris-Dauphine           France              4.58           9     69.34
     27       50       University of Groningen             Netherlands         3.00           5     65.59
     28       51       Loughborough University             UK                  3.00           4     63.08
     29       22       University of Reading               UK                  3.42           9     59.72
     30       12       University of Nottingham            UK                  4.17          10     56.90
     31       57       Swedish School of Economics         Sweden              3.50           7     56.79
     32       58       Universitia di Brescia              Italy               2.50           3     56.25
     33       59       University of Kent                  UK                  1.00           2     53.80
     34       60       University of Vienna                Austria             2.00           3     52.60
     35       61       Université Catholique de Louvain    Belgium             3.33           5     51.37
     36       48       University of Birmingham            UK                  4.00           6     51.25
     37       64       European University Institute       Italy               1.75           4     49.09
     38       18       University of Cambridge             UK                  3.00           4     45.26
     39       15       University of Glasgow               UK                  2.00           2     43.74
     40       68       Maastricht University               Belgium             3.46          10     41.74
     41       63       Universidad Carlos III de Madrid    Spain               1.67           4     40.86
     42        5       University of Manchester            UK                  2.33           5     38.94
     43       27       Brunel University                   UK                  2.17           4     37.41
     44       53       Free University of Brussels         Belgium             2.75           5     37.24
     45       34       University of Stirling              UK                  2.00           3     37.20
     46       31       Glasgow Caledonian University       UK                  2.83           4     37.08
     47       45       University of Bath                  UK                  1.83           3     36.89
     48       65       Arhus University                    Denmark             2.00           4     36.77
     49       44       University of Liverpool             UK                  2.42           5     34.71
     50       71       Odense University                   Denmark             1.83           4     33.18
     51       72       University of Rome                  Italy               2.00           4     33.16
     52       73       University of Venice                Italy               1.17           3     32.35
     53       75       Universitat Pompeu Fabra            Spain               1.50           2     32.09



36
     54    77    Université de Lausanne                    Switzerland    1.50   2   31.84
     55    78    University of Athens                      Greece         2.08   6   31.28
     56    79    Johann Wolfgang Goethe-University         Germany        1.00   2   30.20
     57    80    University of Paris XII                   France         1.00   1   29.50
     58    10    University of Vaasa                       Finland        2.50   8   28.33
     59    84    University of West London                 UK             2.00   3   27.63
     60    76    University of Ghent                       Belgium        1.25   2   26.70
     61    85    University of Bergamo                     Italy          1.00   1   26.65
     62    82    Oxford University                         UK             1.50   3   26.57
     63    22    University of Wales-Aberystwyth           UK             2.17   5   26.38
     64    86    Universitat Heidelberg                    Germany        1.00   1   25.11
     65    87    Universita di Bologna                     Italy          1.00   2   25.01
     66    90    Universitat Hamburg                       Germany        1.00   2   24.70
     67    91    Universitat Konstanz                      Germany        2.00   3   24.46
     68    93    London Guildhall University               UK             1.50   2   24.14
     69    94    Universidad del Pais Vasco                France         1.42   6   23.76
     70    69    University of Durham                      UK             2.33   4   23.72
     71    95    University of Pavia                        Italy         1.33   3   23.37
     72    97    Birkbeck College                          UK             1.00   4   23.07
     73    98    Universidade Catolica Portuguesa          Portugal       1.00   2   22.77
     74    99    Rijksuniversiteit Limburg                 Belgium        1.33   3   22.56
     75    100   Universidade do Minho                     Portugal       1.00   1   22.56
     76    102   University of Bielefeld                    Germany       0.67   2   22.00
     77    103   University of Paris                       France         2.00   2   21.57
     78    42    University of Dundee                      UK             1.50   4   21.32
     79    104   Universita di Siena                       Italy          1.00   2   21.19
     80    105   Universidad Complutense de Madrid         Spain          1.00   1   20.82
     81    88    Stockholm University                      Sweden         1.50   3   19.97
     82    107   University of Augsburg                    Germany        1.00   2   19.54
     83    52    University of Wales-Bangor                UK             1.83   5   19.25
     84    108   Universitat Basel                          Switzerland   1.00   3   19.14
     85    81    Copenhagen Business School                Demark         1.00   1   18.38
     86    109   Aristotelian University of Thessaloniki    Greece        1.00   1   17.77
     87    110   University of St. Gallen                   Switzerland   1.00   3   17.77
     88    111   University of Helsinki                     Finland       1.75   3   17.61
     89    113   Universita di Napoli                      Italy          0.50   1   17.00
     90    114   University of Florence                    Italy          1.00   1   16.58
     91    11    University of Exeter                      UK             1.00   2   16.55
     92    117   Middlesex University Business School      UK             1.50   2   16.36
     93    23    University of London                      UK             1.83   6   16.22
     94    118   Universitat Bonn                           Germany       1.00   2   15.99
     95    119   University of Freiburg                     Germany       1.00   1   15.99
     96    120   University of Lund                         Sweden        1.00   2   15.99
     97    121   Aachen University of Technology            Germany       1.00   1   15.62
     98    89    Dublin City University                    Ireland        1.00   1   15.57
     99    122   University of Aarhus                       Denmark       0.67   2   15.34
     100   123   Universitat de Valencia                    Spain         1.00   1   14.21




37
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41
NOTES




42

						
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