Voting With Their Feet

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    Voting with Their Feet: In Which

    Journals Do the Most Prolific Finance

    Researchers Publish?

    Morris G. Danielson and Jean L. Heck

    The financial economics literature has experienced rapid growth over the past 40 years, triggering

    a dramatic increase in the number of journals. We employ a new method to analyze the current

    pecking order of finance journals. Specifically, we analyze the publication records of prolific

    authors to provide evidence regarding the perceived quality of a set of 23 high-impact finance

    journals. Assuming these scholars target the best research outlets, their publication records can

    reveal information about their subjective rankings of the next-best alternatives to the traditionalelite finance journals. The results suggest that prolific authors are most likely to target outlets

    that have raised their profile in recent years (e.g., Financial Management and Financial Analysts

    Journal) and new specialized finance journals (e.g., Journal of Financial Markets, Journal of

    Corporate Finance, and Journal of Financial Intermediation) when publishing outside the set of

    elite journals.

    The well-known cliche publish or perish has long described life in research universities.

    However, as Corbett (1992) notes, the implications of this requirement, for both aspiring and

    established academics, have changed dramatically in recent decades, as research benchmarks

    for promotion and tenure have skyrocketed. Although most disciplines now have more journals

    than during the 1950s and 1960s, competition for slots in the highest quality journals remains

    fierce. For example, Danielson and Heck (2010) find that a relatively small number of authors

    account for a disproportionate share of the articles in a set of 15 high-impact accounting journals.1

    The changing research landscape has been particularly visible in the field of finance, where the

    volume of research has grown exponentially in recent decades. Heck and Cooley (2005) report

    that for 72 leading finance journals, the inaugural publication dates (and the cumulative number

    of journals in operation by the end of the specified time period) are distributed as follows: prior

    to 1960=3 (3), 1960-1969=4 (7), 1970-1979=11 (18), 1980-1989=12 (30), 1990-1999=

    40 (70), and 2000-2005=2 (72).2

    Weston (1994) notes that many of the ideas that now dominate financial theory and practice

    (e.g., portfolio theory, capital budgeting, capital structure, dividend policy, efficient market

    The authors thank Raghu Rau (Editor) and an anonymous referee for their constructive comments and suggestions.

    Morris G. Danielson is an Associate Professor of Finance in the Haub School of Business at Saint Josephs University

    in Philadelphia, PA. Jean L. Heck is an Associate Professor of Finance and the Brian Duperreault Chair for Risk

    Management and Insurance in the Haub School of Business at Saint Josephs University in Philadelphia, PA.

    1 Danielson and Heck (2010) report that only 13.7% of the authors appearing (at least once) in the set of 15 high-impact

    accounting journals have five or more such appearances. However, these authors account for 51.1% of the appearances

    across all 15 journals.

    2 Bauerlein et al.(2010) find that the number of published articles across all academic disciplines continues to grow at a

    3.26% annual rate. In finance, notable new titles established since 2005 include the Quarterly Journal of Finance(2011),

    Review of Asset Pricing Studies (2011), Critical Finance Review (2012), andReview of Corporate Finance Studies (2012).

    Financial Management Spring 2014 pages 1 - 27

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    2 Financial Management Spring 2014

    theory, asset pricing models, option pricing theory, and agency theory) were developed during

    the heart of this growth period. As the finance literature branched out in these related, but also

    very different directions, new journals were established in specific topical areas (e.g., f inancial

    markets, corporate finance, derivatives). Although authors now have more outlets from which

    to choose before submitting a manuscript, it has become increasingly difficult to identify thosefinance journals that truly have credibility. This has complicated the task of evaluating the

    research portfolios of candidates for tenure, promotion, or merit awards. This process is especially

    vulnerable to error when, as is the case at many universities, some of the individuals evaluating

    the research portfolios are from other disciplines (e.g., marketing or history professors evaluating

    the research of a finance scholar).

    In the field of finance, identifying a set of elite journals is a fairly noncontroversial task. The

    Journal of Finance(JF), theJournal of Financial Economics(JFE), and theReview of Financial

    Studies (RFS) appear at the top of most finance journal ranking lists and dominate the field

    in terms of citations (Borokhovich, Bricker, and Simkins, 2000). Historically, theJournal of

    Business(JB) and theJournal of Financial and Quantitative Analysis (JFQA) have rounded out

    the set of top tier finance journals. In studies published before theRFShad firmly established

    its reputation, theJB and theJFQAtypically were ranked in the top four journals specializing in

    financial research (Alexander and Mabry, 1994; Zivney and Reichenstein, 1994). In later studies

    (Oltheten, Theoharakis, and Travlos, 2005), theJB and theJFQA are listed just behind the top

    three finance journals.

    It is more difficult to specify the journals that come next. Yet this question is important as a

    high-quality manuscript can be rejected by elite journals for a variety of reasons, such as space

    constraints or the topic not deemed timely by the journals editorial board. Due to the intense

    competition for slots in elite journals, Griffiths and Winters (2005) find that faculty members

    at schools outside the top 50 research institutions typically do not have multiple publications (if

    any) in the elite finance journals. Thus, it is likely that the vitae of finance professors at mostresearch universities will include at least some publications outside the top five journals.

    Until the mid-1990s, journals classified in the second tier typically included the Financial

    Analysts Journal(FAJ),Financial Management(FM), theFinancial Review(FR), theJournal of

    Applied Corporate Finance(JACF), theJournal of Banking and Finance (JBF), theJournal of

    Futures Markets (JFU), theJournal of Financial Research (JFR), and theJournal of Portfolio

    Management(JPM). After the top five finance journals, these eight journals, listed alphabetically

    here, are the highest ranked, dedicated finance journals (i.e., journals that publish primarily fi-

    nance research) in Alexander and Mabry (1994).3 As specialized journals commenced publishing

    during the 1990s (e.g.,Journal of Financial Intermediation [JFI],Journal of Financial Markets

    [JFM],Journal of Corporate Finance [JCF],Journal of Empirical Finance[JEF], andEuropean

    Financial Management[EFM]), at least some evidence suggests that the pecking order of finance

    journals began to change. For example, Chan, Fok, and Pan (2000) rank theJEFand theJFIjust

    behind theJFQAusing citation data from 1997 to 1998. Similarly, survey results in Oltheten et

    al. (2005) suggest that many of the new journals had established high-quality reputations by the

    early 2000s.

    Given that most researchers will never publish in an elite journal, or will, at most, publish one

    or two elite articles, gaining a better understanding of the perceived quality of the next-best

    finance journals can help aspiring (and established) researchers make informed decisions about

    3 Zivney and Reichenstein (1994) report a similar list of the next eight dedicated finance journals. However, their list

    includes theJournal of Business Finance and Accounting(JBFA) and omitsJACF.

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    Danielson & Heck Voting with Their Feet 3

    where to submit articles that cannot be placed in an elite journal. To provide such evidence, this

    paper breaks from traditional journal ranking methods (e.g., citation analysis or surveys) and

    focuses on the behavior of the most prolific financial researchers. In particular, which outlets are

    these scholars most likely to target when publishing outside the set of elite journals? And, how

    have these preferences shifted over time, as the population of high-quality finance journals hasexpanded?

    To analyze the publication activity of prolific authors, we first summarize appearances by

    individual author, from 1970 to 2009, in the set of 23 dedicated finance journals with the highest

    worldwide ranking in Oltheten et al. (2005). We then identify two sets of prolific authors: 1)

    individuals with five or more career publications across all 23 journals and 2) scholars with f ive

    or more career publications in the set of five elite finance journals (JF, JFE, RFS, JFQA, andJB).

    Finally, we calculate the percentage of the appearances in each of the 23 journals from 1970 to

    2009, and in various sample subperiods, attributed to each set of prolific authors. This method can

    identify shifts in the publication preferences of prolific authors across time, and can differentiate

    between the behaviors of the two sets of prolific authors.

    The results reveal that many of the traditional (i.e., established before 1990) nonelite journals

    experienced noticeable declines in the percentage of appearances by prolific authors as the

    expanding population of f inance journals during the 1980s and 1990s spread the research output

    of prolific authors across more outlets. The most noteworthy exceptions to this trend areFMand

    the FAJ, both of which benefited from evolving editorial policies that now give preference to

    rigorous, empirical papers. Depending upon how prolific authors are identified (e.g., publications

    across all 23 journals vs. publications in the elite five), the current ranking of finance journals,

    based on the implicit votes cast by the 1990-2009 publication decisions of prolific authors, differs.

    Several of the newer second tier journals (e.g.,JFIandRF) rank noticeably higher when prolific

    authors are identified using only appearances in the f ive elite journals. When the prolific author

    definition is broadened to include appearances in all 23 journals, the ranking of several of theolder second tier journals (e.g.,JFRandFR) improve. Thus, the publication preferences of or

    publication opportunities available to different subsets of prolific authors may not be the same.

    Excluding theJB, which published its last issue in 2006, and averaging the results from the

    two sets of prolific authors, the 10 highest ranked f inance outlets now include the four surviving

    elite journals (in order,RFS, JF, JFE, andJFQA) followed byFM, theJFM, theFAJ, theJCF, the

    JACF, and theJFI. Thus, prolific authors are more likely to target outlets that have raised their

    profile in recent years (e.g.,FMandFAJ) and new, specialized finance journals (e.g.,JFM, JCF,

    andJFI) when publishing outside the set of elite journals.

    I. Assessing Finance Journal Quality

    Because quality matters, most successful researchers in finance (as well as in other fields)

    strive to publish articles in elite journals, despite the long odds (Griffiths and Winters, 2005).

    Although some financial researchers successfully place articles in elite accounting, economics,

    or management journals, this is not an easy path to navigate either. Publishing in elite journals in

    these related disciplines can be just as competitive as it is in finance (Danielson and Heck, 2010),

    and finding topics that straddle the line between finance and one of these fields is no small task.

    Therefore, it is likely that some high-quality f inancial research manuscripts will not find a home

    in any elite journal (either in finance or a related field). When this happens, what are the next

    best research outlets in the field of f inance?

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    4 Financial Management Spring 2014

    A. Surveys and Citation Data

    Traditionally, journal quality has been assessed using survey results (Coe and Weinstock, 1983;

    Borde, Cheney, and Madura, 1999; Oltheten et al., 2005; Currie and Pandher, 2011) or citation

    data (Mabry and Sharplin, 1985; Alexander and Mabry, 1994; Zivney and Reichenstein, 1994;Borokhovich et al., 2000; Chan et al., 2000; Borokhovich, Lee, and Simkins, 2011).4 However, the

    effectiveness of these approaches decreases as one progresses down the pecking order of journals.

    For example, some finance journal surveys (Oltheten et al., 2005) cover journal populations that

    also include elite accounting and economics journals. The presence of elite journals from related

    fields diverts votes from the second tier finance journals, reducing the ability of a survey to

    distinguish between the nonelite finance outlets.

    The ability of citation counts to reveal differences in journal quality also declines outside the

    set of elite journals. An article appearing in a second tier journal can be cited less frequently

    than an article of equal quality appearing in an elite journal due to snobbery, as some authors

    may try to limit the number of nonelite journal articles appearing on a reference list. At the

    same time, citation counts of articles appearing in some journals can be artificially inflatedif an editor asks authors of conditionally accepted papers to consider adding references to

    articles previously published by that journal (Wilhite and Fong, 2012). Citation counts of nonelite

    journals can be especially susceptible to such manipulation, as the author pools at these journals

    typically will include less experienced researchers, who are unlikely to balk at such requests to

    add gratuitous references. Since nonelite journals have lower citation counts to begin with, the

    relative ranking of these journals can be influenced by this process.

    B. An Alternative Ranking Approach

    In contrast to these traditional approaches, this paper assesses journal quality through the

    publication decisions of prolific finance authors. In particular, which journals do these scholarstarget when they cannot place a manuscript in an elite journal? The publication records of

    successful researchers can shed light on journal quality for two reasons. First, authors who

    publish frequently do so because they write excellent papers. The inclusion of articles by these

    individuals will contribute positively to the overall quality of a journal. In addition, prolific

    authors are actively involved in the research community and have educated opinions about the

    relative, and evolving, quality of various journals. Assuming these authors submit articles to the

    best possible outlet (based on their estimates of the probability of acceptance and the payoff

    from acceptance given the career incentives the particular researcher faces), their publication

    records will reveal information about their subjective ranking of journals.

    We acknowledge that research quantity does not necessarily imply research quality. Indeed,

    quantity and quality can act as substitutes. For example, an article by an author with few lifetime

    publications can make a significant contribution to the literature. It is also true that some authors

    publish numerous articles in lower level journals, with no noticeable impact on the literature.

    However, it is difficult for a researcher to secure multiple appearances in the best academic

    journals unless the individual continues to produce high-quality work.

    To implement this approach, we define two sets of finance journals: 1) the elite five and

    2) a population of the 18 next best finance journals. Together, these 23 journals comprise

    our population of high-impact finance journals. We identify prolific authors based on lifetime

    appearances in all 23 of these journals and, separately, by appearances within just the set of five

    elite journals. We then calculate the percentage of appearances in each individual journal by the

    4 As an exception, Tanner (2000) evaluates journals using information about referee quality.

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    Danielson & Heck Voting with Their Feet 5

    two sets of prolific authors. We interpret the ranking of journals by prolific author appearances as

    evidence about the authors subjective opinions about relative journal quality. We are primarily

    interested in the ranking of the 18 nonelite journals.

    Our approach is similar to that in Chen and Huang (2007), who assess journal quality based on

    the percentage of appearances by authors affiliated with the top 20 (or 80) research institutions.In contrast, we track appearances by individual prolific authors, defined as scholars whose career

    research output exceeds specific benchmarks. Thus, each researcher classified as prolific in

    this study retains that status throughout his/her entire career, even if the individuals university

    affiliation changes. In addition, the population of prolific authors in this study includes successful

    scholars who may never have been affiliated with an elite university. Perhaps the most important

    difference between this study and Chen and Huang (2007) is that we provide information about

    how publication trends have evolved over the past 40 years in response to the ever increasing

    number of high-quality outlets available to financial researchers.

    II. Data

    This study documents the publication preferences of those scholars who compiled the most

    impressive research records in the field of finance from 1970 to 2009. This section identifies how

    we selected the 23 finance journals evaluated in this paper, how we defined the sets of prolific

    authors, and how we calculated the percentage of journal content contributed by these authors.

    A. The 23 High-Impact Journals

    Because there are now well over 200 finance journals, it is not practical to evaluate the rel-

    ative quality of every finance journal, nor would it be informative to select prolific authors

    based on publication activity across such a wide range of journal quality. Indeed, Cabells Di-

    rectory of Publishing Opportunities (accessed online during July 2012) listed 144 journal titles

    that include the word Finance and another 69 titles that include the word Financial. There

    are also finance journals that do not include either of these words in their title (e.g., Journal

    of Portfolio Management and Journal of Derivatives). We first narrow this population to the

    top 40 journals that publish finance-related research using the worldwide ranking in Oltheten

    et al. (2005). We reduced this list to 23 by omitting 17 journals that primarily publish articles in

    accounting or economics. We exclude these titles from our set of high-impact finance journals

    for two reasons. First, because our goal is to determine where prolific finance authors publish

    when they cannot place an article in an elite journal (in either finance or a related field), we

    exclude elite accounting and economics journals. In addition, the journal evaluation method em-ployed in this study creates a bias against journals that specialize outside the f ield of finance. In

    particular, we use the percentage of appearances in a journal by prolific finance authors as an

    indicator of journal quality. If this percentage is low simply because a journal publishes very few

    finance-related articles, the method employed in this study would understate the quality of that

    journal.5

    5 For example, if we were to include journals from related fields (e.g., accounting or economics) in the set of next best

    finance journals, we might find that several second tier finance journals contain a greater percentage of prolific finance

    author content than do the elite journals from the related fields. If so, this result would probably say more about the

    quantity of finance content in the nonfinance journals than about the quality of such content (i.e., the content of elite

    economics journals is likely dominated by contributions from prolific economists and the content of the elite accounting

    journals is likely dominated by contributions from prolific accounting researchers, limiting the number of finance pagesthese journals can publish).

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    6 Financial Management Spring 2014

    A couple of the excluded titles, notably theJournal of Money, Credit, and Banking(JMCB),

    theJournal of International Money and Finance(JIMF), and theJournal of Monetary Economics

    (JME), publish a substantial amount of banking-related research and arguably could have been

    included in our set of high-impact finance journals. However, these journals also publish studies

    in areas (e.g., international macroeconomics, monetary policy, etc.) that are traditionally under-represented in the mainstream finance journals, potentially limiting the percentage of journal

    content from prolific finance authors. Although similar arguments could be made for excluding

    theJBF, the results in Alexander and Mabry (1994) reveal that articles published in theJBFare

    more likely to be cited in theJF, theJFE, theRFS, and theJFQAthan are articles in theJMCB,

    theJME, and theJIMF. This result suggests that theJBFhas historically published content that

    is closer to mainstream finance than theJMCB, the JME, and theJIMF. Thus, we include the

    JBFin our set of high-impact finance journals.6

    The 23 high-impact finance journals include five elite finance journals, nine second tier journals

    established prior to 1990, and nine second tier journals established in 1990 or thereafter. The

    Appendix contains a complete list of these journals, including the year in which each journal

    started and the acronym used to reference each journal in this paper.7 The importance of the

    23 titles in our set of high-impact journals is confirmed by Keloharju (2008), who used 22 of

    these journals (excluding theJournal of Applied Corporate Finance) in a sample of 29 influential

    finance journals from which the 300 most cited articles in finance were identified. The seven

    outlets classified as finance journals in Keloharjus (2008) study, but excluded here, include the

    JMCB, theJIMF, theJME, theInternational Review of Finance, theJournal of Financial Services

    Research, the Journal of Multinational Financial Management, and Finance and Stochastics.

    Although all seven of these journals were included in Keloharjus (2008) initial journal sample,

    only three of these journals, theJMCB, theJME, andFinance and Stochastics, published at least

    one of the 300 most cited articles in finance.

    B. The Prolific Authors

    To identify prolific authors, we collected, from journal table of contents, author information

    for all articles and notes published by the 23 high-impact journals from 1970 to 2009. We credit

    authors with one appearance for each article published in these journals, regardless of the number

    of coauthors on the article.8 Comments, abstracts, and book reviews are excluded from the

    analysis. Because the inaugural year of 18 of the 23 journals occurs after 1970, the study includes

    6 Due to the volume of economics research inJMCB,JIMF,JME, andJBF, these journals are included in some economics

    journal ranking studies, such as Engemann and Wall (2009), who ranked journals based upon the (adjusted) number of

    times a journal was cited in seven leading general interest economics journals.JBFranks lower in the Engemann and Wall(2009) study than doJME,JMCB, andJIMF. Combined with the results in Alexander and Mabry (1994), these results

    suggest that the historical content ofJBFhas been skewed more toward finance, whereas the content ofJME,JMCB, and

    JIMFhas been skewed more toward economics.

    7 In 2004, theEuropean Financial Reviewwas renamedReview of Finance. This journal is listed using its old name in the

    Oltheten et al. (2005) study and is listed as Review of Finance here. However, we include all publications in this journal

    from its inception as the European Finance Reviewin 1997 (through 2009) in the data set.

    8 Most articles published in the finance literature in recent decades, including articles written by successful researchers

    from premier institutions, have two or more authors. Indeed, Fishe (1998) finds that almost 80% of the publications by

    full and associate professors at the top 90 research universities are coauthored. In tables summarizing the overall research

    records of these individuals, Fishe (1998) reports total article counts, rather than adjusting appearances for the number of

    coauthors, presumably because of the importance of a candidates total number of publications in promotion and tenure

    decisions. We acknowledge that using unadjusted appearances decreases the weighting of sole authored papers in our

    study. To the extent that prolific authors are more likely than other researchers to publish sole authored work, this methodcould cause the calculated percentage of journal content attributed to prolific authors to be slightly understated.

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    Danielson & Heck Voting with Their Feet 7

    all articles and notes published by these journals through 2009. Articles and notes published in

    theJB, theFAJ, theJF, theFR, and theJFQAprior to 1970 are excluded from the analysis.

    To provide information about the publication preferences of authors with varying degrees of

    accomplishment, we use two different benchmarks to isolate prolific authors: 1) authors with

    five or more appearances in all 23 journals and 2) authors with five or more appearances in thefive elite journals. In addition, the paper reports on the publication records of those authors with

    no appearances in the elite five. By looking at these three sets of authors, the results distinguish

    between the behavior of the elite of the elite (i.e., authors with multiple publications in the f ive

    elite journals) and the behavior of a broader set of prolific authors (i.e., authors with multiple

    publications across the entire set of 23 high-impact journals).9

    C. Evaluating Prolific Author Content

    The measure of journal quality used in this paper is the percentage of the total appearances

    in a journal during a specified period by prolific authors. We calculate this measure for each

    individual journal, for each time periodt(t= 1970-2009, 1970-1979, 1990-2009, 2000-2009,

    and 10 two-year subperiods from 1980 to 1999), using Equation (1):

    %Prolific Author Contentt=Appearances in Journal by Prolific Authorst

    Total Journal Appearancest. (1)

    When calculating the %Prolific Author Content for each periodt, we use appearances by those

    authors whose research productivity exceeds the prolific author benchmark (i.e., five or more

    appearances in the five elite journals; five or more publications in all 23 journals) across the entire

    1970-2009 period. We acknowledge that prolific authors could be separately identified within

    each subperiod. However, this method would understate prolific author content within the sample

    subperiods (assuming that the relevant benchmarks remained at five appearances). For example,

    an author with four appearances from 1970 to 1989 and four appearances from 1990 to 2009

    would be classified as prolific across the entire 1970-2009 period, but not in any of the sample

    subperiods. By identifying prolific authors based on appearances across the entire 1970-2009

    period, we make the implicit assumption that the ability of a prolific researcher to identify the

    best outlet for a manuscript was present throughout the individuals active research career.

    Since we identify prolific authors using appearances from 1970 to 2009, our journal ranking

    is based on both articles published before and those published after the individuals reached

    the benchmark of five appearances. Given that the career incentives facing a researcher change

    over time (e.g., aspiring academics target those journals that will carry the most weight in

    tenure decisions during the early career years), individuals might target different journals as theircareers progress. To evaluate this possibility, we report on the career stage of the prolific authors

    publishing in the journals during each subperiod. To do this, we identified the graduation year

    for 99% of the elite prolific authors and 93% of the authors with five or more appearances across

    all 23 journals. For those individuals for whom we could not identify a graduation date and for

    those who do not have a Ph.D., we used the date of the authors first publication in the specified

    set of journals as a proxy for the graduation date.10 For each journal, during every subperiod (t)

    9 We also analyzed the publication records of two additional sets of prolific authors: 1) those with 10 or more publications

    in the five elite journals and 2) those with 10 or more publications in the 23 high-impact journals. These results corroborate

    the information reported in this paper.

    10 Graduation year data were obtained from the Ohio State University Worldwide Directory of Finance Faculty(http://fisher.osu.edu/fin/findir), the ProQuest Dissertations & Theses database, the Prentice Hall 2004-2005 Finance

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    8 Financial Management Spring 2014

    Table I. Distribution of Appearances Across All 23 Journals and the Five EliteJournals: 1970-2009

    This table tabulates the cumulative distribution of appearances by authors across all 23 high-impact journals and acrossthe f ive elite journals. The journals included in these populations are listed in the Appendix. The rows of the table list

    information for authors who accumulated total appearances, from 1970 to 2009 in the specified subset of journals, rangingfrom one or more appearance (1+) to 10 or more appearances (10+). Each row lists the total number (and percentage)of authors reaching the specified productivity benchmark, and the number (and percentage) of appearances attributedto these authors. For example, the 1+ row reveals that 15,868 (5,840) authors appeared at least once in the set of 23journals (f ive elite journals) from 1970 to 2009, and these authors have a total of 47,141 (16,109) appearances in the setof 23 journals (five elite journals) from 1970 to 2009. The 10+ row indicates that across all 23 journals, only 6.08%(=964/15,868) of those authors appearing at least once in the journals accumulated 10+appearances in these journals,while for the five elite journals only 4.97% (=290/5,840) of those individuals with at least one appearance in those fivejournals accumulated 10+such appearances.

    All 23 Journals Five Elite Journals

    Authors Percent of Appearances Percent of Authors Percent of Appearances Percent ofAuthors Appearances Authors Appearances

    10+ 964 6.08% 17,122 36.32% 290 4.97% 4,610 28.62%9+ 1,137 7.17% 18,516 39.28% 354 6.06% 5,175 32.12%8+ 1,356 8.55% 20,268 42.99% 433 7.41% 5,807 36.05%7+ 1,625 10.24% 22,151 46.99% 548 9.38% 6,612 41.05%6+ 2,001 12.61% 24,407 51.77% 707 12.11% 7,566 46.97%5+ 2,499 15.75% 26,363 55.92% 904 15.48% 8,529 52.95%4+ 3,219 20.29% 29,777 63.17% 1,171 20.05% 9,619 59.71%3+ 4,401 27.74% 33,323 70.69% 1,633 27.96% 11,005 68.32%2+ 6,752 42.55% 38,025 80.66% 2,530 43.32% 12,799 79.45%1+ 15,868 100.00% 47,141 100.00% 5,840 100.00% 16,109 100.00%

    analyzed, we calculate the average graduation date by summing the graduation years for theN

    prolific author appearances in the journal during that time frame, and dividing this total byN.This calculation is shown in Equation (2):

    Average Graduation Yeart=

    N

    a=1

    Graduation Year for Authora

    N. (2)

    If the average graduation year is earlier, this signifies that the prolific authors contributing to

    a journal are in a more established (later) stage of their careers. The average graduation date

    can shed light on the following questions. What type of prolific author, aspiring or established,

    is most likely to target each of the 23 journals in this study? In addition, have the demographic

    characteristics of the authors appearing in the various journals changed over time?

    III. Overall Publication Patterns (1970-2009)

    Table I summarizes information about the number of authors and the number of appearances

    in the complete set of 23 high-impact finance journals and in the smaller set of five elite finance

    Faculty directory, and Internet searches for individual author resumes. Although graduation dates are, on average, ap-

    proximately two years earlier than the year of an individuals f irst publication in these journals, the two dates list authors

    in much the same order. The correlation between graduation dates and first publication years is almost 0.95 within the

    population of authors with five or more elite appearances, and just under 0.90 within the larger set of individuals withfive or more appearances across all 23 journals.

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    Danielson & Heck Voting with Their Feet 9

    journals. The table separately lists this information for authors reaching benchmarks ranging from

    just one article in the specified subset of journals to authors with 10 or more such appearances.

    The results in this table highlight the challenges authors face when trying to secure publications

    in either set of journals.

    Focusing first on the complete set of 23 high-impact journals, it is noteworthy that well overhalf of the authors appearing in these journals do so only once (57.45%= 100% to 42.55%).

    Approximately 16% of the authors can claim five or more publications in these journals, and

    only 6% have accumulated 10 or more appearances. Yet authors with five (10) or more articles

    account for almost 56% (over 36%) of the total appearances in these journals. It is not easy to

    secure a publication in any of these 23 journals, as prolific authors appear to leave few available

    pages for other researchers.

    As difficult as it is to publish multiple times in the set of 23 high-impact journals, Table I

    suggests that it is even more of an accomplishment to appear in one of the elite five. Of the

    15,868 individuals appearing in at least one of the 23 high-impact journals, only 5,840 (36.8%)

    have published one or more articles in the set of five elite journals. Within this set of 5,840 elite

    authors, only 15.5% have written five or more articles in the elite journals and fewer than 5% have

    10 or more appearances. Authors with five (10) or more appearances account for almost 53%

    (29%) of the total appearances in the five elite journals. As in the set of 23 high-impact journals,

    the content of the elite five is dominated by contributions from a select group of authors.

    IV. Contributions by Prolific Authors to Individual High-ImpactJournals

    Table II summarizes contributions to each of the 23 high-impact journals, over the entire 1970-

    2009 period, by the two sets of prolific authors: 1) authors with five or more appearances in all23 journals and 2) authors with five or more appearances in the five elite journals. In addition,

    the table summarizes contributions to the 18 second tier journals by authors with no appearances

    in the elite five. Table II lists the 23 journals in three groups: 1) the elite five, 2) the second tier

    journals established before 1990, and 3) the second tier journals established in 1990 or thereafter.

    Within each category, the journals are listed by the inaugural publication date, with the oldest

    journals listed f irst.

    The results in Table II confirm that the content of the five elite journals has been dominated by

    contributions from prolific authors. Almost 68% of the appearances in these journals from 1970

    to 2009 were penned by authors with five or more publications across all 23 high-impact journals,

    whereas almost 53% were by authors with five or more appearances in the five elite journals.

    The JFE has been the most exclusive of the elite five with almost 74% of its appearances by

    authors with five or more appearances in the 23 high-impact journals and over 61% by scholars

    with five or more elite five publications. TheJB has been the most inclusive of the elite journals

    with 51.5% of its appearances by individuals with five or more appearances in the 23 high-impact

    journals and just over 36% by those with five or more elite f ive publications. The percentage of

    articles in theJBby prolific finance authors is slightly lower than in the other elite journals as the

    original mission of theJB was to publish high-quality research from all business disciplines. Over

    time though, the mix of articles in theJBgradually shifted toward topics in financial economics.

    The content of the second tier journals as a whole, including both those with inaugural dates

    before and after 1990, has also been dominated by contributions from prolific authors. For the

    pre-1990 second tier journals, almost 51% of the appearances are by authors with five or moreappearances across all 23 journals. For the post-1990 second tier journals, 47% of the appearances

  • 8/11/2019 Voting With Their Feet

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    10 Financial Management Spring 2014

    TableII.AppearancesinIndividua

    lJournalbyProlificAutho

    rs:1970-2009

    This

    tableliststhenumberandpercenta

    geof1970-2

    009appearancesin23journalsbyauthorswhohave:1)

    fiveormoreappearancesacrossal

    l23journals,

    2)fiveormoreappearancesinthefive

    elitejournals,and3)noappearan

    cesinthefiveelitejournals.

    The

    tablealsolistssummaryinformationforall23

    journ

    als,thefiveelitejournals,thenone

    litejournalsbeginningpriorto199

    0,

    andthenonelitejournalsbeginningin1990orthereafter.

    Forexamp

    le,

    52.8

    %(=

    1,679

    /3,1

    77)oftheappearancesintheFinancialAnalystsJournalarebyau

    thorswithfiveormoreappearance

    sinall23journals,18.3

    %(=581/3,1

    77)areby

    indiv

    idualswithfiveormoreappearancesinthefiveelitejournals,and57.5%(=1,8

    27/3,1

    77)arebyauthorswithnoappearancesinthefiveelitejournals.

    All

    Appearances

    %

    byAuthors

    Appearances

    %byAuthors

    Appearances

    %

    byAuthors

    Appeara

    nces

    byAuthors

    with5+

    byAuthors

    w

    ith5+

    byAuthors

    withNo

    inthisJo

    urnal

    with5+

    inAll

    Appea

    rances

    with5+

    in

    App

    earances

    withNo

    Appearances

    23Journals

    inA

    ll23

    FiveElite

    inF

    iveElite

    Appearances

    in

    FiveElite

    Journals

    inFiveElite

    All2

    3journals

    47,14

    1

    26,3

    63

    55

    .9%

    13,5

    93

    28.8

    %

    17,2

    47

    36.6

    %

    Elite

    journals

    JournalofBusiness

    1,98

    4

    1022

    51

    .5%

    720

    36.3

    %

    0

    0.0

    %

    JournalofFinance

    6,19

    9

    4,2

    57

    68

    .7%

    3,4

    16

    55.1

    %

    0

    0.0

    %

    JournalofFinancial

    andQuantitative

    Analysis

    2,79

    4

    1,8

    94

    67

    .8%

    1,2

    79

    45.8

    %

    0

    0.0

    %

    JournalofFinancial

    Economics

    3,24

    1

    2,3

    87

    73

    .7%

    1,9

    79

    61.1

    %

    0

    0.0

    %

    ReviewofFinancial

    Studies

    1,89

    1

    1,3

    37

    70

    .7%

    1,1

    35

    60.0

    %

    0

    0.0

    %

    Total

    16,10

    9

    10,8

    97

    67

    .6%

    8,5

    29

    52.9

    %

    0

    0.0

    %

    Otherjournals(pre-1

    990)

    FinancialAnalysts

    Journal

    3,17

    7

    1,6

    79

    52

    .8%

    581

    18.3

    %

    1,8

    27

    57.5

    %

    FinancialReview

    1,97

    6

    677

    34

    .3%

    236

    11.9

    %

    971

    49.1

    %

    FinancialManagement

    2,24

    5

    1,3

    91

    62

    .0%

    588

    26.2

    %

    844

    37.6

    %

    JournalofBusiness

    Financeand

    Accounting

    3,30

    0

    1,3

    56

    41

    .1%

    145

    4.4

    %

    2,4

    36

    73.8

    %

    JournalofPortfolio

    Management

    2,84

    4

    1,5

    00

    52

    .7%

    511

    18.0

    %

    1,7

    49

    61.5

    %

    (Continued)

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    Danielson & Heck Voting with Their Feet 11

    TableII.

    AppearancesinIndividualJour

    nalbyProlificAuthors:1970-2009(Continued)

    All

    Appearances

    %

    byAuthors

    Appearances

    %byAuthors

    Appearances

    %

    byAuthors

    Appeara

    nces

    byAuthors

    with5+

    byAuthors

    w

    ith5+

    byAuthors

    withNo

    inthisJo

    urnal

    with5+

    inAll

    Appea

    rances

    with5+

    in

    App

    earances

    withNo

    Appearances

    23Journals

    inA

    ll23

    FiveElite

    inF

    iveElite

    Appearances

    in

    FiveElite

    Journals

    inFiveElite

    JournalofBanking

    andFinance

    5,20

    6

    2,5

    21

    48

    .4%

    827

    15.9

    %

    2,8

    86

    55.4

    %

    JournalofFinancial

    Research

    1,85

    2

    1,1

    98

    64

    .7%

    330

    17.8

    %

    779

    42.1

    %

    JournalofFutures

    Markets

    2,59

    1

    1,3

    63

    52

    .6%

    223

    8.6

    %

    1,6

    32

    63.0

    %

    JournalofApplied

    CorporateFinance

    1,35

    0

    730

    54

    .1%

    420

    31.1

    %

    684

    50.7

    %

    Total

    24,54

    1

    12,4

    15

    50

    .6%

    3,8

    61

    15.7

    %

    13,8

    08

    56.3

    %

    Otherjournals(1990and

    after)

    JournalofFinancial

    Intermediation

    602

    324

    53

    .8%

    170

    28.2

    %

    209

    34.7

    %

    Ma

    thematicalFinance

    840

    258

    30

    .7%

    67

    8.0

    %

    617

    73.5

    %

    JournalofEmpirical

    Finance

    900

    378

    42

    .0%

    131

    14.6

    %

    516

    57.3

    %

    PacificBasinFinance

    Journal

    1,03

    9

    499

    48

    .0%

    153

    14.7

    %

    615

    59.2

    %

    JournalofDerivatives

    607

    291

    47

    .9%

    115

    18.9

    %

    351

    57.8

    %

    JournalofCorporate

    Finance

    849

    469

    55

    .2%

    205

    24.1

    %

    344

    40.5

    %

    EuropeanFinancial

    Management

    759

    349

    46

    .0%

    122

    16.1

    %

    462

    60.9

    %

    ReviewofFinance

    447

    218

    48

    .8%

    102

    22.8

    %

    185

    41.4

    %

    JournalofFinancial

    Markets

    448

    265

    59

    .2%

    138

    30.8

    %

    140

    31.3

    %

    Total

    6,49

    1

    3,0

    51

    47

    .0%

    1,2

    03

    18.5

    %

    3,4

    39

    53.0

    %

  • 8/11/2019 Voting With Their Feet

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    12 Financial Management Spring 2014

    are by authors with five or more appearances across all 23 journals. However, the second tier

    journals have offered publishing opportunities to a broader set of authors than have the five

    elite journals. For the pre-1990 journals, less than 16% of the appearances are by scholars with

    five or more elite five appearances. For the post-1990 second tier journals, only 18.5% of the

    appearances are by authors with five or more elite appearances. Within each set of second tierjournals, over 50% of the appearances are by authors with no appearances in the elite five journals.

    Individuals who have never published in an elite finance journal account for less than 40% of the

    total appearances in just three of the nonelite journals:FM,JFI, andJFM.

    The results in Table II suggest that the two sets of second tier journals (pre- and post-1990) con-

    tain similar amounts of prolific author content. However, these statistics can provide a misleading

    comparison, as Table II averages publication data across all 40 years. Prior to 1990, articles that

    were rejected by the five elite journals were often submitted next to the pre-1990 second tier

    journals (with the exception of theJACF, all of the pre-1990 second tier journals were in place

    by 1981). As the specialty finance journals began operation during the 1990s, and the pre-1990

    journals faced new competition, it is possible that the publication preferences of prolific authors

    changed. The next section of the paper investigates this possibility.

    V. The Evolution of the Finance Literature

    This section documents the evolution of prolific author content in each of the 23 journals from

    1970 to 2009. We report on the publication activity of prolific authors within 12 subperiods:

    1970-1979, 2000-2009, and 10 two-year periods from 1980 to 1999. For each journal, during

    every subperiod analyzed, we report both the percentage of journal content attributed to each

    set of prolific authors, calculated using Equation (1), and the average graduation date of those

    individuals, calculated using Equation (2).We do not break the first or last decades into subperiods as the portion of the total appearances

    attributed to prolific authors increases progressively from 1970 to 1979 and decreases slightly

    from 2000 to 2009 for all (active) sample journals. These patterns occur because we identify

    prolific authors based solely on publication activity from 1970 to 2009. This method understates

    prolific author content during the early sample years, as individuals with five or more lifetime

    publications in the sample journals, but less than five articles after 1970, are not classified as

    prolific authors. This method also understates prolific author content during the later sample

    years because in any given year, some journal articles (even in the most elite outlets) are penned

    by newly minted scholars. Even though some researchers who published their first article from

    2000 to 2009 will eventually surpass the benchmarks we use to identify prolific authors, notall of these individuals had done so by 2009. The effects of these distortions are minimized by

    combining the activity from the f irst and last decades into 10-year subperiods.

    A. The Elite Five

    Table III reports the prolific author contributions to the five elite journals. Panel A lists the

    total number of appearances in each of the five elite journals (and the total appearances in all

    23 journals) in each of the 12 subperiods. Panel B (Panel C) analyzes publication activity by

    individuals with five or more appearances in the set of all 23 journals (in the f ive elite journals).

    For each subperiod, Panels B and C provide, for each journal and for the 23 journals in total, the

    percentage of appearances by the defined set of prolific authors and the average graduation dateof these individuals.

  • 8/11/2019 Voting With Their Feet

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    Danielson & Heck Voting with Their Feet 13

    Table

    III.ChangingPublicationP

    atterns:1970-2009(FiveEliteJournals)

    This

    tabledocumentstheevolutionofprolificauthorcontentineachofthe

    fiveelitejournalsfrom1970to2009.

    Thetablereportsonthepublic

    ationactivity

    ofprolificauthorswithin12subperiods:1970-1

    979,

    2000-2

    009,

    and10tw

    o-yearperiodsfrom1980to1999.

    PanelAliststhetotalnumberofappearancesin

    each

    ofthefiveelitejournals(andthet

    otalappearancesinall23journals)inthe12subperiods.PanelsBan

    dCanalyzepublicationactivityby

    authorswith

    fiveormoreappearancesinthesetofall23,

    andbyindividualswithfiveor

    moreappearancesinthefiveelitejournals,

    respectively.Foreachsubperiod,

    Panels

    BandClist,

    foreachjournalandforthe23journalsintotal,thepercentageofappearancesbythedefined

    setofprolificauthorsand(inpar

    entheses)the

    avera

    gegraduationdatefortheseindivid

    uals.Theclassificationofindividu

    alsintotheauthorpopulationsanalyzedinPanelsBandCwasbasedo

    npublication

    informationacrosstheentire1970-2

    009

    period.

    All23Journals

    JB

    JF

    JFQ

    A

    JFE

    RFS

    PanelA.TotalAppearancesbyJournalandbySubperiod

    1970

    -1979

    4,6

    54

    458

    1,2

    98

    785

    164

    1980

    -1981

    1,3

    92

    79

    288

    176

    54

    1982

    -1983

    1,5

    76

    81

    338

    146

    101

    1984

    -1985

    1,6

    62

    93

    349

    111

    94

    1986

    -1987

    1,7

    72

    112

    274

    110

    142

    1988

    -1989

    1,9

    85

    74

    272

    120

    172

    76

    1990

    -1991

    2,2

    68

    99

    312

    122

    141

    105

    1992

    -1993

    2,5

    30

    89

    314

    129

    117

    108

    1994

    -1995

    2,7

    13

    80

    280

    134

    131

    117

    1996

    -1997

    3,0

    21

    72

    290

    105

    202

    147

    1998

    -1999

    3,0

    78

    73

    322

    98

    215

    122

    2000

    -2009

    20,4

    83

    674

    1,8

    62

    758

    1,7

    07

    1,2

    15

    Total

    47,1

    34

    1,9

    84

    6,1

    99

    2,79

    4

    3,2

    40

    1,8

    90

    PanelB.FiveorMoreAppearancesinAll23Journals

    1970

    -1979

    49.6

    %(1970.1

    )

    36.0

    %(1968.8

    )

    56.5

    %(1969.7

    )

    58.9

    %(1

    970.0

    )

    84.1

    %(1971.4

    )

    1980

    -1981

    57.0

    %(1973.4

    )

    35.4

    %(1974.0

    )

    63.9

    %(1973.4

    )

    71.6

    %(1

    973.4

    )

    83.3

    %(1975.8

    )

    1982

    -1983

    62.7

    %(1975.0

    )

    37.0

    %(1975.2

    )

    69.2

    %(1974.0

    )

    70.5

    %(1

    975.5

    )

    85.1

    %(1976.9

    )

    1984

    -1985

    65.9

    %(1976.0

    )

    49.5

    %(1976.0

    )

    73.1

    %(1975.3

    )

    74.8

    %(1

    976.8

    )

    89.4

    %(1977.4

    )

    (Continued)

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    14 Financial Management Spring 2014

    TableIII.Ch

    angingPublicationPattern

    s:1970-2009(FiveEliteJournals)(Continued)

    All23Journals

    JB

    JF

    JFQA

    JFE

    RFS

    PanelB.FiveorMoreAppearancesinAll23Journals

    1986

    -1987

    67.8

    %(1977.6

    )

    48.2

    %(1975.6

    )

    79.9%(1978.2

    )

    80.0

    %(1978.0)

    83.2

    %(1979.4

    )

    1988

    -1989

    66.1

    %(1978.9

    )

    58.1

    %(1980.7

    )

    71.7%(1979.4

    )

    77.5

    %(1979.8)

    87.8

    %(1980.5

    )

    81

    .6%(1981.2

    )

    1990

    -1991

    64.1

    %(1980.4

    )

    63.6

    %(1979.5

    )

    77.5%(1980.7

    )

    78.6

    %(1981.8)

    80.1

    %(1982.7

    )

    84

    .8%(1982.9

    )

    1992

    -1993

    65.1

    %(1981.9

    )

    56.2

    %(1980.9

    )

    80.3%(1983.3

    )

    76.7

    %(1982.8)

    78.6

    %(1983.6

    )

    78

    .7%(1983.0

    )

    1994

    -1995

    64.8

    %(1986.1

    )

    71.3

    %(1984.4

    )

    78.6%(1984.5

    )

    70.1

    %(1986.7)

    81.7

    %(1984.8

    )

    82

    .9%(1985.0

    )

    1996

    -1997

    63.0

    %(1984.8

    )

    61.1

    %(1983.4

    )

    81.4%(1986.1

    )

    70.5

    %(1986.4)

    80.2

    %(1985.4

    )

    82

    .3%(1985.9

    )

    1998

    -1999

    60.0

    %(1986.0

    )

    47.9

    %(1983.9

    )

    77.0%(1987.6

    )

    73.5

    %(1985.7)

    80.0

    %(1987.4

    )

    77

    .0%(1987.8

    )

    2000

    -2009

    51.6

    %(1992.5

    )

    61.0

    %(1989.9

    )

    68.7%(1991.0

    )

    69.3

    %(1990.2)

    69.0

    %(1991.5

    )

    68

    .9%(1992.1

    )

    PanelC.FiveorMoreAp

    pearancesinFiveEliteJournals

    1970

    -1979

    32.3

    %(1969.5

    )

    28.4

    %(1967.9

    )

    43.7%

    (1969.1

    )

    42.7

    %(1969.3)

    78.7

    %(1971.6

    )

    1980

    -1981

    31.0

    %(1972.6

    )

    27.8

    %(1973.2

    )

    48.6%

    (1972.9

    )

    48.3

    %(1972.7)

    75.9

    %(1975.5

    )

    1982

    -1983

    35.1

    %(1974.3

    )

    33.3

    %(1974.9

    )

    56.2%

    (1973.9

    )

    47.9

    %(1975.1)

    74.3

    %(1976.8

    )

    1984

    -1985

    38.1

    %(1975.2

    )

    38.7

    %(1976.0

    )

    61.9%

    (1975.0

    )

    57.7

    %(1975.7)

    86.2

    %(1979.3

    )

    1986

    -1987

    36.4

    %(1976.8

    )

    42.0

    %(1975.7

    )

    64.5%

    (1977.7

    )

    59.1

    %(1977.2)

    72.7

    %(1979.1

    )

    1988

    -1989

    34.6

    %(1977.9

    )

    43.2

    %(1979.8

    )

    54.8%

    (1978.8

    )

    53.3

    %(1979.0)

    78.5

    %(1980.0

    )

    75

    .3%(1981.2

    )

    1990

    -1991

    32.8

    %(1979.5

    )

    46.4

    %(1979.0

    )

    62.8%

    (1979.9

    )

    51.6

    %(1981.0)

    65.2

    %(1982.2

    )

    80

    .0%(1982.9

    )

    1992

    -1993

    30.7

    %(1981.0

    )

    46.5

    %(1981.0

    )

    63.6%

    (1982.8

    )

    51.1

    %(1982.0)

    65.8

    %(1983.2

    )

    72

    .2%(1982.6

    )

    1994

    -1995

    31.5

    %(1982.3

    )

    48.7

    %(1983.6

    )

    65.3%

    (1986.3

    )

    48.5

    %(1984.7)

    71.7

    %(1985.2

    )

    72

    .6%(1982.3

    )

    1996

    -1997

    30.2

    %(1983.3

    )

    47.2

    %(1982.2

    )

    68.9%

    (1985.6

    )

    47.6

    %(1985.3)

    66.3

    %(1984.4

    )

    68

    .7%(1985.3

    )

    1998

    -1999

    29.3

    %(1984.5

    )

    35.6

    %(1983.5

    )

    63.3%

    (1987.2

    )

    41.8

    %(1984.5)

    62.7

    %(1986.5

    )

    61

    .4%(1987.1

    )

    2000

    -2009

    24.3

    %(1987.9

    )

    40.2

    %(1988.8

    )

    55.5%

    (1990.3

    )

    42.1

    %(1988.3)

    54.2

    %(1990.5

    )

    57

    .0%(1991.4

    )

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    Danielson & Heck Voting with Their Feet 15

    Panel A documents the tremendous growth in the number of articles published in the finance

    literature. Across all 23 journals, there were 20,483 appearances from 2000 to 2009 (an average of

    4,097 every two years= 20,483/5) compared to 4,654 appearances from 1970 to 1979 (an average

    of 931 every two years). The bulk of this increase can be attributed to the advent of new journals.

    However, a portion of this increase can be attributed to two other factors. First, over the past40 years, the frequency of coauthored papers in the finance literature has continued to increase.

    For example, the 4,654 appearances from 1970 to 1979 were associated with 3,183 articles, an

    average of 1.46 authors per paper. From 2000 to 2009, the 20,489 appearances were spread over

    9,656 articles, and average 2.12 authors per paper. In addition, several existing journals have, over

    time, increased the number of issues (and articles) published each year. Of the five elite journals,

    theJFEand theRFShave followed this strategy. In 1994 and prior years, theJFEpublished six

    or fewer issues a year. From 1995 to 1997, theJFEincreased the number of issues each year,

    reaching their current schedule of 12 issues a year in 1997. In 2006 and before, theRFSpublished

    four issues each year. In 2007 and 2008, this number increased to six and, in 2009, the journal

    started publishing 12 issues each year.

    The information in Panels B and C provide a striking picture of the extent to which prolific

    authors dominated the content of theJF, theJFQA, theJFE, and theRFSfrom the early 1980s

    to 1999. Authors with five or more publications across all 23 journals accounted for over 70%

    of the appearances in both theJFand theJFQAin every subperiod from 1984 to 1999. For the

    JFEand theRFS, contributions from such authors exceeded 75% in every subperiod from the

    journals inception through 1999 (Panel B). Authors with five or more publications in the five

    elite journals typically accounted for over 60% of the appearances in theJF, the JFE, and the

    RFSfrom 1984 to 1999 (Panel C). Although prolific author appearances (as a percentage of total

    appearances) in the four surviving elite journals declined slightly from 2000 to 2009 in both

    Panels B and C, these percentages will almost certainly increase retroactively in future years,

    as some scholars who published their first article during the 2000s will eventually surpass theprolific author benchmarks.

    Although prolific authors account for a large portion of the appearances in the elite journals,

    the information in Table III suggests that these journals did not build or maintain their reputations

    simply by giving preference to established scholars. In the vast majority of the subperiods in

    Table III, in both Panels B and C, the average graduation year for prolific authors appearing in the

    four surviving elite journals (JF,JFQA,JFE, andRFS) is approximately equal to or is later than

    the average graduation year for prolific authors publishing across all 23 high-impact journals.

    This result implies that the elite journals not only publish articles by the luminaries in the field

    of f inance, they also help to identify and develop the next generation of prolific authors.

    B. The Pre-1990 Second Tier Journals

    Table IV tracks the evolution of the pre-1990 second tier journals. Panel A reports on the total

    number of appearances (by subperiod) for these journals. Panels B and C analyze appearance

    activity by prolific authors with five or more publications in all 23 journals and in the five elite

    journals, respectively.

    Panel A reveals that the average number of appearances per year in most of the traditional

    second tier journals has fluctuated within relatively stable ranges across time, even as the overall

    number of appearances in the finance literature has exploded. The most notable exception isJBF,

    which averaged less than 150 appearances every two years during the 1980s. During the 1990s,

    the average number of appearances every two years increased to almost 300 and, since 2000,this journal has averaged almost 625 appearances every two years (=3,124/5). The number of

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    16 Financial Management Spring 2014

    TableIV.

    Ch

    angingPublicationPattern

    s:1980-2009(Pre-1990Sec

    ondTierJournals)

    Thistabledocumentstheevolutionofprolific

    authorcontentineachoftheninesecondtierjournalsthatbeganoperationprior

    to1990.

    Thetablereportsonthepublicationactivityof

    prolificauthorswithin12subperiods:1970-1

    97

    9,

    2000-2

    009,

    and10two-yearperiodsfrom1980to1999.

    PanelAliststhetotalnu

    mberofappearancesineachofthejournals(andthetotal

    appea

    rancesinall23journals)inthe12subperiods.PanelsBandCanalyzepublicationactivitybyauthorswithfiveormoreappearancesinthesetofall23,

    andbyindividualswithfiveor

    moreappearancesinthefiveelitejournals,

    resp

    ectively.

    Foreachsubperiod,

    PanelsBand

    Clist,

    foreachjournalandforthe23jour

    nalsintotal,thepercentageofappearance

    sbythedefined

    setof

    prolificauthorsand(inparentheses)theaveragegraduationdatefortheseindividuals.

    TheclassificationofindividualsintotheauthorpopulationsanalyzedinPanelsBandCwasbased

    onpublicationinformationacrosstheentire197

    0-2

    009period.

    All23Journals

    FAJ

    FR

    FM

    JBFA

    JPM

    JBF

    JFR

    JFU

    JACF

    PanelA.TotalAppearancesbyJournalandbySubperiod

    1970-

    1979

    4,6

    54

    670

    141

    434

    259

    301

    104

    39

    1980-

    1981

    1,3

    92

    100

    64

    141

    127

    151

    82

    86

    44

    1982-

    1983

    1,5

    76

    137

    77

    125

    118

    147

    107

    102

    97

    1984-

    1985

    1,6

    62

    170

    98

    116

    135

    124

    112

    120

    139

    1986-

    1987

    1,7

    72

    183

    125

    131

    138

    148

    124

    122

    161

    1988-

    1989

    1,9

    85

    172

    142

    118

    160

    167

    156

    121

    156

    78

    1990-

    1991

    2,2

    68

    175

    147

    130

    196

    156

    233

    122

    191

    82

    1992-

    1993

    2,5

    30

    216

    118

    169

    238

    153

    258

    118

    202

    121

    1994-

    1995

    2,7

    13

    179

    134

    109

    277

    156

    294

    140

    175

    139

    1996-

    1997

    3,0

    21

    196

    158

    110

    295

    168

    330

    137

    183

    145

    1998-

    1999

    3,0

    78

    190

    171

    132

    201

    160

    283

    124

    183

    136

    2000-

    2009

    20,4

    83

    782

    601

    530

    1,1

    56

    1,0

    13

    3,1

    24

    621

    1,06

    1

    649

    Total

    47,1

    34

    3,1

    70

    1,9

    76

    2,2

    45

    3,3

    00

    2,8

    44

    5,2

    07

    1,8

    52

    2,59

    2

    1,3

    50

    PanelB.FiveorMore

    AppearancesinAll23Journals

    1970-

    1979

    50.0

    %(1970.1

    )

    34.0

    %(1967.9

    )

    50.4

    %(1971.5

    )

    51.6

    %(1970.3

    )

    32.8

    %(1975.4

    )

    42.1

    %(1970.0

    )

    58.7

    %(1970.1

    )

    74.4

    %(1972.9

    )

    1980-

    1981

    57.0

    %(1973.4

    )

    39.4

    %(1970.9

    )

    62.5

    %(1973.8

    )

    58.2

    %(1972.3

    )

    38.6

    %(1976.1

    )

    54.0

    %(1972.2

    )

    59.8

    %(1973.0

    )

    66.7

    %(1974.5

    )

    31.8

    %(1

    978.0

    )

    1982-

    1983

    62.7

    %(1975.0

    )

    57.4

    %(1973.9

    )

    63.6

    %(1974.1

    )

    61.6

    %(1974.3

    )

    48.3

    %(1976.8

    )

    64.2

    %(1974.9

    )

    50.5

    %(1974.3

    )

    66.7

    %(1975.4

    )

    58.2

    %(1

    973.4

    )

    1984-

    1985

    65.9

    %(1976.0

    )

    58.7

    %(1974.6

    )

    76.5

    %(1976.4

    )

    71.6

    %(1975.8

    )

    44.4

    %(1976.9

    )

    63.7

    %(1973.8

    )

    58.0

    %(1975.5

    )

    72.5

    %(1977.1

    )

    56.5

    %(1

    977.1

    )

    (Continued)

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    18 Financial Management Spring 2014

    appearances inJPMandJFUalso increased in the 2000s, relative to earlier years, but to a much

    lesser extent. Both of these journals averaged over 200 appearances every two years since 2000,

    increasing from two-year averages of between 150 and 200 in prior years.11

    As competition for high-quality manuscripts heated up in the 1980s (following the launch of

    RFS) and into the 1990s (as the post-1990 journals commenced operations), many of the pre-1990 second tier journals experienced a decline in the percentage of articles attributed to prolific

    authors. These declines are relatively muted when prolific authors are identified using publication

    activity across all 23 journals (Panel B). The most notable declines prior to 2000 in Panel B were

    experienced by theFRand theJFR. Appearances by this set of authors in theFRdecreased from

    over 60% of all appearances during the 1980s (ranging from 62.5% to 76.5%) to less than 60%

    of all appearances during four of the five two-year subperiods during the 1990s (ranging from

    55.2% to 60.2%). Appearances by these authors in theJFR averaged over 70% during four of

    the five two-year subperiods from 1984 to 1993, before declining to 62% from 1996 to 1997 and

    52.4% from 1998 to 1999. Since 2000, prolific author appearances in theJBFA, theJPM, and the

    JBFhave all declined by slightly more than the average across all 23 journals.

    When prolific authors are defined as those individuals with five or more appearances in the five

    elite journals (Panel C), the decline in prolific author content in the pre-1990 second tier journals

    is more pronounced, with six journals displaying visible downward trends in such content:FR,

    JBFA, JPM, JBF, JFR, andJFU. The most dramatic of these declines were felt by theFR and

    theJFR. During the 1980s, contributions by this set of prolific authors averaged between 17.2%

    and 28.6% of all appearances at theFR. However, since 1992 appearances by these authors have

    averaged less than 9.4% of the appearances in theFR. Prior to 1990, appearances by these prolific

    authors in theJFR exceeded 20% during each subperiod, averaging over 35% prior to 1980, and

    just over 30% from 1988 to 1989. After 1990, however, appearances in theJFR by these authors

    have averaged less than 20% in each subperiod, with a low of 8.8% from 1998 to 1999.

    It is also noteworthy that the type of prolific author publishing in the FR and the JFR hasevolved. Prior to 1990, authors publishing in either of these journals had average graduation

    years comparable to the average across all 23 journals in both Panels B and C. In Panel B, this

    correlation has continued for both journals through 2009. In Panel C, however, the career stage

    of those authors appearing in theFR and the JFR has shifted over time. From 1992 to 2009,

    the average graduation year for authors appearing in theFR was at least 3.4 years earlier than

    the average across all 23 journals in every subperiod except 1996-1997. For theJFR, the average

    graduation year for prolific authors appearing in the journal was at least 3.5 years earlier than

    the average across all 23 journals from 1998 to 2009. During the late 1970s and throughout the

    1980s,JFR andFR were viewed by many to be the premier second tier finance journals. The

    average graduation year data from more recent years suggests that the reputation of these journals

    remains intact with at least some of the prolific authors who were active prior to 1990. However,

    prolific authors in an earlier career stage (i.e., those fighting for promotion and tenure) now

    appear to be less likely to target these journals. As theFRand theJFRhave lost market share

    within this important segment of the prolific author population, the volume of prolific author

    content in these journals has declined.

    11 Prior to 1990, the JBFpublished four issues per year. The JBFthen published six issues in each year from 1990 to

    1994, eight in 1995, 10 in 1996, and 12 in 1997 and all subsequent years. The JPMcontinues to publish four issues a

    year (as it has since its inception). Thus, fluctuations in the number of appearances in this journal are due to year-to-year

    changes in the number of articles published and the number of coauthors per paper. The JFUpublished four issues each

    year until 1986, six issues each year from 1987 to 1992, eight issues from 1993 to 1999, 10 in 2000, and 12 in 2001 andall subsequent years.

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    Danielson & Heck Voting with Their Feet 19

    Only two of the traditional second tier journals were able to maintain relatively constant shares

    of prolific author content (in both Panels B and C) throughout the entire 1980-2009 period:

    FMandFAJ. To remain relevant in the increasingly competitive finance literature, each of these

    journals has demanded more rigorous empirical articles over time. The results in Panels B and C

    suggest that these policies have worked, as the journals continue to attract submissions from bothsets of prolific authors.

    Three of the journals, theFAJ, theJPM, and theJACF, specialize in applied research. Although

    each of these journals publishes an impressive amount of prolific author content (in both Panels

    B and C), the average graduation dates for prolific authors appearing in these journals since 1988

    are typically earlier than the graduation year averages across all 23 journals, often by over four

    years. These results suggest that either prolific authors delay developing this portion of their

    research portfolios until later in their careers (i.e., after earning promotion and tenure) or the

    perceived value of applied research is lower to scholars who have entered the field in, say, 1990

    or later, than it was to individuals who started their careers in earlier years.

    C. The New (Post-1990) Second Tier Journals

    Table V focuses on the brief lifespan of the post-1990 second tier journals. Panel A provides the

    total number of appearances (by subperiod) for these journals. Panels B and C analyze appearance

    activity by prolific authors with five or more publications in all 23 journals and in the five elite

    journals, respectively.

    The results in Panel A reveal that much of the growth of the finance literature during the 1990s

    can be attributed to these nine journals. In addition, several of these journals have continued to

    fuel the growth of the finance literature into the 2000s, as they have expanded their output. For

    example, the average number of appearances every two years from 2000 to 2009 has increased

    by at least 30 appearances relative to the two-year averages from the 1990s for five of these

    journals: Mathematical Finance (MF), JEF, Pacific Basin Finance Journal (PBFJ), JCF, and

    EFM.12

    The results in Panels B and C allow author characteristics to be compared before and after each

    journals reputation had become established. This issue is important as journals are sometimes

    launched with inaugural issues containing articles by luminaries in the field. If the outlet is

    successful, contributions from such individuals will continue. However, if a journal fails to gain

    widespread acceptance in the scholarly community, appearances by prolific authors will become

    less frequent.

    When prolific authors are defined as individuals with five or more appearances in all 23

    journals, Panel B identifies five journals that were unable to sustain their early momentum:JEF,JD, EFM, andRF. For each of these journals, the percentage of journal content by this set of

    prolific authors declined by over 15 percentage points from the inaugural two-year period to

    2000-2009. For theJEFand theJD, the decline exceeded 30 percentage points.

    When prolific authors are defined as individuals with five or more appearances in the elite

    journals, Panel C identifies six journals that were unable to maintain the initial level of prolific

    author content:MF,JEF,PBFJ,JD,JCF, andEFM. For each of these journals, the percentage

    of journal content by this set of prolific authors declined by over 10 percentage points from the

    12 For example,MFhas averaged almost 108 (=538/5) appearances every two years since 2000, compared to a previous

    high of 72 in 1998-1999. However,MFcontinues to publish four issues a year, as it has since its inception. JEF(1999),

    JCF(2003),PBFJ(1997), andEFM(2005) all increased their annual production schedule from four issues to five issuesin the year listed in parentheses.

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    Danielson & Heck Voting with Their Feet 21

    inaugural two-year period to 2000-2009. Again, this decline exceeded 30 percentage points for

    both theJEFand theJD.

    To their credit, none of the journals launched during the 1990s appeared to give undue preference

    to submissions by established, prolific authors during the early years of the journals existence.

    In both Panels B and C, the average graduation date for each of the nine journals during theinitial two-year period was similar to the overall average across all journals. This suggests that

    the prolific authors appearing in the new journals included roughly the same mix of established

    and aspiring prolific authors as the journal population as a whole. What is noteworthy, however,

    is that the type of prolific author publishing in the less successful new journals has gradually

    changed over time. Panel C reveals that in 2000-2009, the average graduation year for prolific

    authors (five or more elite articles) appearing inMF, thePBFJ, theJD, andEFMis approximately

    four years earlier or more than the average across all journals. Thus, it appears that researchers

    striving for tenure and promotion at many research universities no longer consider these journals

    to be among the most desirable second tier destinations for papers that cannot be placed in an

    elite journal.

    VI. The Current Pecking Order of Finance Journals

    What does the current pecking order of finance journals look like? The results in Table VI

    address this question. Table VI ranks the 23 journals in this study based on the percentage of

    1990-2009 (Panel A) and 2000-2009 (Panel B) journal content by prolific authors. The results in

    Panel A rank the journals based on publication activity over a longer period and are less likely

    to be distorted by short-term (nonpermanent) trends. The results in Panel B are more current.

    The Panel B results also necessarily exclude the pre-2000 publications of the post-1990 second

    tier journals (as all nine of these journals published their first issues prior to 2000) and focuson publishing activity after the journals reputations started taking shape. Thus, each ranking

    has unique benefits, and a comparison of the two rankings can reveal recent shifts in perceived

    journal quality.

    Panels A and B report rankings using the two prolific author definitions individually (Columns

    2 and 3) and based on a weighted-average of the two rankings (Column 1). In each case, journals

    with higher percentages of content from prolific authors rank higher. The weighted-average

    ranking is calculated as the sum of the percentage of appearances by the two sets of prolific

    authors divided by two. Since authors with five or more appearances in the five elite journals are

    included in both groups, the publication records of these authors are more heavily weighted in this

    index. Column 4 lists the percentage of journal content by authors with no elite five appearances,

    but does not rank the journals on this basis.

    Panel A of Table VI reports that over the entire 1990-2009 period, theJF, theRFS, theJFE, the

    JFQA, and theJBremain the top five journals (based on the weighted-average ranking in Column

    1). Moving to the more recent 2000-2009 period, however, Panel B reveals that the RFS has

    surpassed theJFin prolific author content. While, the percentage of prolific author content has

    decreased in the most recent 10-year subperiod in each of theRFS, theJF, theJFE, and theJFQA,

    these declines are modest. As previously discussed, these declines are caused, in part, by the fact

    that the population of authors publishing articles from 2000 to 2009 includes some individuals at

    the beginning of their research careers, who have not yet accumulated enough publications (but

    will at some future date) to be classified as prolific using the benchmarks defined in this study.

    After the top four surviving journals (excluding theJB), the top 10 surviving journals, based onthe weighted-average rankings in Column 1, include the same titles in Panels A and B of Table VI,

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    22 Financial Management Spring 2014

    Table VI. The Current Pecking Order of Finance Journals

    This table presents the current ranking of journals based on the percentage of journal content by prolific authors, where

    prolific authors are identified based upon appearances accumulated over 1970-2009. Panel A analyzes journal content

    during the most recent 20-year period (1990-2009), while Panel B reports on the most recent 10-year period (2000-2009).

    In each panel, Column 2 ranks journals based on appearances by authors having five or more appearances in all 23 journals.Column 3 ranks journals using appearances by authors with five or more appearances in the five elite journals. Column

    1 ranks journals using a simple weighted-average of the appearance percentages in Columns 2 and 3. For example, the

    weighted-average appearances by prolific authors in the Review of Financial Studies in Panel A is 64.8% (= [70.2% +

    59.4%]/2). Not all of the percentages in Column 1 can be recalculated exactly from the appearance information in Columns

    2 and 3, as listed here, due to rounding. In each panel, the journals are listed based upon the ranking in this column. The

    table also lists the percentage of journal content by authors with no appearances in the five elite journals (Column 4), but

    does not rank the journals on this basis.

    Column 1 Column 2 Column 3 Column 4

    Weighted- % by Authors % by Authors % by Authors

    Average with 5+ with 5+Elite with No Elite

    Appearances by Appearances Appearances Appearances

    Prolific Authors in All 23

    % Rank % Rank % Rank %

    Panel A. Appearances in Individual Journal by Prolific Authors: 1990-2009

    Journal of Finance 65.2% 1 72.0% 1 58.5% 2 0.0%

    Review of Financial

    Studies

    64.8% 2 70.2% 3 59.4% 1 0.0%

    Journal of Financial

    Economics

    63.3% 3 70.3% 2 56.3% 3 0.0%

    Journal of Financial

    and Quantitative

    Analysis

    57.1% 4 70.0% 4 44.2% 4 0.0%

    Journal of Business 49.6% 5 60.2% 7 39.0% 5 0.0%Financial

    Management

    46.4% 6 65.8% 5 26.9% 9 35.8%

    Journal of Financial

    Markets

    45.0% 7 59.2% 8 30.8% 7 31.1%

    Journal of Applied

    Corporate Finance

    42.8% 8 54.2% 12 31.4% 6 50.9%

    Journal of Financial

    Intermediation

    41.0% 9 53.8% 13 28.2% 8 34.7%

    Journal of Corporate

    Finance

    39.7% 10 55.2% 11 24.1% 10 40.5%

    Financial Analysts

    Journal

    39.0% 11 57.7% 9 20.3% 12 54.6%

    Journal of Financial

    Research

    38.1% 12 61.9% 6 14.3% 18 46.2%

    Review of Finance 35.8% 13 48.8% 16 22.8% 11 41.4%

    Journal of Derivatives 33.4% 14 47.9% 18 18.9% 13 59.2%

    Journal of Portfolio

    Management

    32.4% 15 50.2% 15 14.5% 17 68.1%

    Financial Review 32.2% 16 56.3% 10 8.2% 20 54.0%

    Pacific Basin Finance

    Journal

    31.4% 17 48.0% 17 14.7% 15 59.2%

    European Financial

    Management

    31.0% 18 46.0% 20 16.1% 14 60.9%

    Journal of Banking

    and Finance

    30.1% 19 46.6% 19 13.6% 19 58.5%

    Journal of Futures

    Markets

    29.2% 20 51.4% 14 7.1% 22 65.8%

    (Continued)

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    Danielson & Heck Voting with Their Feet 23

    Table VI. The Current Pecking Order of Finance Journals (Continued)

    Column 1 Column 2 Column 3 Column 4

    Weighted- % by Authors % by Authors % by Authors

    Average with 5+ with 5+Elite with No Elite

    Appearances by Appearances Appearances Appearances

    Prolific Authors in All 23

    % Rank % Rank % Rank %

    Panel A. Appearances in Individual Journal by Prolific Authors: 1990-2009

    Journal of Empirical

    Finance

    28.3% 21 42.0% 21 14.6% 16 57.3%

    Journal of Business

    Finance and

    Accounting

    22.0% 22 41.2% 22 2.8% 23 74.8%

    Mathematical Finance 19.3% 23 30.7% 23 8.0% 21 73.5%

    Panel B. Appearances in Individual Journal by Prolific Authors: 2000-2009

    Review of Financial

    Studies

    63.0% 1 68.9% 3 57.0% 1 0.0%

    Journal of Finance 62.1% 2 68.7% 4 55.5% 2 0.0%

    Journal of Financial

    Economics

    61.6% 3 69.0% 2 54.2% 3 0.0%

    Journal of Financial

    and Quantitative

    Analysis

    55.7% 4 69.3% 1 42.1% 4 0.0%

    Journal of Business 50.6% 5 61.0% 6 40.2% 5 0.0%

    Financial

    Management

    45.9% 6 65.0% 5 26.8% 8 35.1%

    Journal of Financial

    Markets

    45.5% 7 60.0% 7 30.9% 6 31.1%

    Financial Analysts

    Journal

    40.0% 8 59.0% 8 20.9% 11 54.2%

    Journal of Corporate

    Finance

    39.3% 9 56.5% 10 22.1% 10 41.5%

    Journal of Applied

    Corporate Finance

    39.3% 9 49.2% 13 29.4% 7 55.1%

    Journal of Financial

    Intermediation

    38.8% 11 51.5% 12 26.1% 9 36.7%

    Journal of Financial

    Research

    35.1% 12 57.5% 9 12.7% 16 48.0%

    Review of Finance 34.4% 13 47.9% 15 20.9% 12 43.7%

    Financial Review 32.1% 14 56.1% 11 8.1% 20 56.4%

    European Financial

    Management

    30.3% 15 45.0% 17 15.5% 13 63.3%

    Journal of Derivatives 29.5% 16 43.8% 19 15.2% 14 64.8%

    Journal of Portfolio

    Management

    28.9% 17 46.0% 16 11.7% 17 73.3%

    Journal of Empirical

    Finance

    28.0% 18 42.9% 20 13.1% 15 59.1%

    Journal of Futures

    Markets

    27.4% 19 48.6% 14 6.2% 21 71.6%

    Pacific Basin Finance

    Journal

    26.9% 20 44.2% 18 9.5% 19 67.3%

    Journal of Banking

    and Finance

    26.0% 21 41.8% 21 10.2% 18 53.5%

    Journal of Business

    Finance andAccounting

    19.1% 22 35.9% 22 2.2% 23 79.1%

    Mathematical Finance 15.6% 23 26.3% 23 4.8% 22 79.9%

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    24 Financial Management Spring 2014

    but in a slightly different order. Across the entire 1990-2009 period, the journals on this list are

    (in order):FM,JFM,JACF,JFI,JCF, andFAJ. From 2000 to 2009, this ranking now reads:FM,

    JFM,FAJ,JCF,JACF, andJFI. It is noteworthy that the journals ranked from fifth to tenth place

    include just one pre-1990 general interest journal (FM), three specialty journals with inaugural

    dates after 1990 (JFI,JCF, andJFM), and two journals that focus on applied finance (FAJandJACF). The inclusion of theFAJand theJACFon these lists confirms that prolific authors consider

    applied finance to be an integral part of the literature. In addition, the volume of prolific author

    content in these journals sets a high-quality benchmark that contributions from other authors must

    meet.

    As with the five elite journals, most of the nonelite journals experienced slight declines in

    prolific author content from 2000 to 2009 (Panel B) relative to 1990-2009 (Panel A). The largest

    of these declines was for the PBFJ (=4.5% =31.4% to 26.9%). Only seven of the journals

    experienced a decline of less than one percentage point, or an increase, in prolific author content

    (FAJ, JFM, FR, JEF, JCF, FM, andEFM). As prolific author content declined in the nonelite

    journals, most of these journals published more content by individuals who have never published

    an elite five article (Table VI, Column 4). For five journals, the percentage of appearances by

    authors who have not published an elite five article increased by more than five percentage points

    between Panel A and Panel B of Table VI (JD,JPM,PBFJ,JFU, andMF). The largest of these

    increases was for the PBFJ(=8.1% =67.3% to 59.2%). In only three journals (FM, FAJ, and

    JBF) did the percentage of journal content by authors who have never published an elite article

    decline from 1990 to 2009 to 2000 to 2009. These changes certainly are caused, in part, by the

    shifting population of active finance researchers, as the 2000-2009 population of appearances

    includes contributions by individuals who ultimately will be classified as prolific, but have yet to

    meet the benchmarks defined in this paper. However, these changes could also be due, in part, to

    the ever-increasing population of finance journals, which has spread prolific author content over

    a wider number of journal titles.Perhaps the most interesting pieces of information in Table VI are the differences between the

    ranking of the nonelite journals when appearances in all 23 journals determine prolific authors

    and when appearances in just the elite five are used as the benchmark. When prolific authors

    are identified using appearances across all 23 journals, theJFRand theFR move into the top

    10 surviving journals (in both Panels A and B), replacing theJACFand the JFI. When only

    appearances in the five elite journals are used to isolate prolific authors, th