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    <front>
        <journal-meta>
            <journal-id journal-id-type="publisher-id">LIBER</journal-id>
            <journal-title-group>
                <journal-title>LIBER QUARTERLY</journal-title>
            </journal-title-group>
            <issn pub-type="epub">2213-056X</issn>
            <publisher>
                <publisher-name>Uopen Journals</publisher-name>
                <publisher-loc>Utrecht, The Netherlands</publisher-loc>
            </publisher>
        </journal-meta>
        <article-meta>
            <article-id pub-id-type="publisher-id">lq.10280</article-id>
            <article-id pub-id-type="doi">10.18352/lq.10280</article-id>
            <article-categories>
                <subj-group subj-group-type="heading">
                    <subject>Article</subject>
                </subj-group>
            </article-categories>
            <title-group>
                <article-title>Article Processing Charge Hyperinflation and Price Insensitivity: An
                    Open Access Sequel to the Serials Crisis</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <contrib-id contrib-id-type="orcid"
                        >http://orcid.org/0000-0002-0972-3788</contrib-id>
                    <name>
                        <surname>Khoo</surname>
                        <given-names>Shaun Yon-Seng</given-names>
                    </name>
                    <email>shaun.khoo@umontreal.ca</email>
                    <xref ref-type="aff" rid="aff1"/>
                </contrib>
                <aff id="aff1">Department of Pharmacology and Physiology, Faculty of Medicine,
                    Universit&#x00E9; de Montr&#x00E9;al, Montreal, Quebec, Canada</aff>
            </contrib-group>
            <pub-date pub-type="epub">
                <month>5</month>
                <year>2019</year>
            </pub-date>
            <volume>29</volume>
            <fpage>xx</fpage>
            <lpage>xx</lpage>
            <permissions>
                <copyright-statement>Copyright 2019, The copyright of this article remains with the
                    author</copyright-statement>
                <copyright-year>2019</copyright-year>
                <license license-type="open-access"
                    xlink:href="http://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open-access article distributed under the terms of the
                        Creative Commons Attribution 4.0 International License (CC BY 4.0), which
                        permits unrestricted use, distribution, and reproduction in any medium,
                        provided the original author and source are credited. See <uri
                            xlink:href="http://creativecommons.org/licenses/by/4.0/"
                            >http://creativecommons.org/licenses/by/4.0/</uri>.</license-p>
                </license>
            </permissions>
            <self-uri xlink:href="https://www.liberquarterly.eu/article/10.18352/lq.10280"/>
            <abstract>
                <p>Open access publishing has frequently been proposed as a solution to the serials
                    crisis, which involved unsustainable budgetary pressures on libraries due to
                    hyperinflation of subscription costs. The majority of open access articles are
                    published in a minority of journals that levy article processing charges (APCs)
                    paid by authors or their institutions upon acceptance. Increases in APCs are
                    proceeding at a rate three times that which would be expected if APCs were
                    indexed according to inflation. As increasingly ambitious funder mandates are
                    proposed, such as Plan S, it is important to evaluate whether authors show signs
                    of price sensitivity in journal selection by avoiding journals that introduce or
                    increase their APCs. Examining journals that introduced an APC 4&#x2013;5 years
                    after launch or when flipping from a subscription model to immediate open access
                    model showed no evidence that APC introduction reduced article volumes.
                    Multilevel modelling of APC sensitivity across 319 journals published by the
                    four largest APC-funded dedicated commercial open access publishers (BMC,
                    Frontiers, MDPI, and Hindawi) revealed that from 2012 to 2018 higher APCs were
                    actually associated with increased article volumes. These findings indicate that
                    APC hyperinflation is not suppressed through market competition and author
                    choice. Instead, demand for scholarly journal publications may be more similar
                    to demand for necessities, or even prestige goods, which will support APC
                    hyperinflation to the detriment of researchers, institutions, and funders.</p>
            </abstract>
            <kwd-group>
                <kwd>open access</kwd>
                <kwd>author choice</kwd>
                <kwd>journal selection</kwd>
                <kwd>article processing charge</kwd>
                <kwd>price sensitivity</kwd>
                <kwd>hyperinflation</kwd>
            </kwd-group>
        </article-meta>
    </front>
    <body>
        <sec id="s1">
            <title>1. Introduction</title>
            <p>For over three decades, scholars and librarians have struggled with the cost of
                scholarly communication. From the 1980s, the hyperinflation of subscription costs
                imposed unsustainable pressure on library budgets (<xref ref-type="bibr" rid="r23"
                    >Houghton, 2001</xref>; <xref ref-type="bibr" rid="r42">Tananbaum, 2003</xref>).
                Open access was proposed as one way of coping with these costs because articles
                would not require ongoing subscriptions to remain accessible (<xref ref-type="bibr"
                    rid="r37">Prosser, 2003</xref>; <xref ref-type="bibr" rid="r42">Tananbaum,
                    2003</xref>). Although concerns about the affordability of open access have been
                expressed (<xref ref-type="bibr" rid="r19">Green, 2019</xref>), others have argued
                that inflation of the article processing charges (APC) frequently charged to authors
                in gold open access models will be controlled by the price sensitivity of authors
                who can choose different outlets in a competitive market (<xref ref-type="bibr"
                    rid="r35">Pinfield, 2013</xref>). The architects of Plan S, which would involve
                funders requiring immediate open access to funded outputs, are also concerned about
                APCs and have commissioned an independent study on the issue (<xref ref-type="bibr"
                    rid="r24">Johnson, 2019</xref>).</p>
            <p>However, there is no evidence that authors are sensitive to price when choosing their
                publication outlets. It has previously been shown that APC costs are correlated with
                journal prestige, as measured by source normalized impact per paper (<xref
                    ref-type="bibr" rid="r4">Bj&#x00F6;rk &#x0026; Solomon, 2015</xref>; <xref
                    ref-type="bibr" rid="r36">Pollock &#x0026; Michael, 2019</xref>). Moreover,
                journal prestige and related indicators such as impact factor and indexing are
                frequently at the top of author considerations (<xref ref-type="bibr" rid="r34"
                    >Nicholas et al., 2017</xref>; <xref ref-type="bibr" rid="r46">Wijewickrema
                    &#x0026; Petras, 2017</xref>). These findings suggest that authors may be
                unlikely to consider cost very highly because the importance of publishing their
                work in the most &#x201C;prestigious&#x201D; outlet available is the most important
                component of their publishing strategy.</p>
            <p>Authors also appear to choose APC-funded journals over free journals (also known as
                platinum or diamond open access journals). APC-funded journals comprise just
                30&#x0025; open access journals, but publish 56&#x0025; of open access articles
                    (<xref ref-type="bibr" rid="r8">Crawford, 2018a</xref>), a finding that has been
                replicated multiple times (<xref ref-type="bibr" rid="r29">Laakso &#x0026;
                    Bj&#x00F6;rk, 2012</xref>; <xref ref-type="bibr" rid="r45">Walters &#x0026;
                    Linvill, 2014</xref>). However, this alone does not demonstrate that authors
                prefer APC-funded journals over platinum journals because in some fields there are
                no quality platinum options. For example, the Directory of Open Access Journals
                includes 32 journals with the DOAJ Seal for the subject area of neurosciences,
                biological psychiatry and neuropsychiatry (as of March 2019). There is just one
                journal, added in February 2019, that is APC-free due to sponsorship by the Egyptian
                government. While in aggregate this aspect of open access might suggest authors
                prefer to pay to publish, it is circumstantial only and does not necessarily reflect
                price &#x2018;competition&#x2019; within individual fields.</p>
            <p>There is already evidence that APC hyperinflation is a real phenomenon. Data from
                2005 to 2018 on the APCs paid by European institutions (<xref ref-type="fig"
                    rid="fg001">Figure 1</xref>) shows that from a mean APC of &#x20AC;858 in 2005,
                APCs have nearly doubled, to over &#x20AC;1,600 in 2018 (<xref ref-type="bibr"
                    rid="r1">Aasheim et al., 2019</xref>; <ext-link ext-link-type="uri"
                    xlink:href="https://treemaps.intact-project.org/apcdata/openapc"
                    >https://treemaps.intact-project.org/apcdata/openapc</ext-link>). However,
                inflation as reported by the United States Bureau of Labor Statistics or the
                European Central Bank would only have increased the 2005 APC to a 2018 APC of
                &#x20AC;1,100 and &#x20AC;1,046, respectively. While this is not as severe as the
                nearly 5-fold increase in serial unit-costs between 1986 and 1998 (<xref
                    ref-type="bibr" rid="r23">Houghton, 2001</xref>), it is an increase three times
                higher than what would be expected based on present economic conditions and suggests
                that the market for open access publications is not as competitive as <xref
                    ref-type="bibr" rid="r35">Pinfield (2013)</xref> predicted.</p>
            <fig id="fg001">
                <label>Fig. 1:</label>
                <caption>
                    <p>Article processing charges paid (mean&#x00B1;SEM, &#x20AC;) by European
                        institutions between 2005 and 2018 compared to the 2005 fee indexed
                        according to inflation in the United States (Consumer Price Index) and
                        Europe (Harmonised Index of Consumer Prices). Data from OpenAPC as of 31
                        March 2019.</p>
                </caption>
                <graphic xmlns:xlink="http://www.w3.org/1999/xlink"
                    xlink:href="10280-22891-1-PB.jpg"/>
            </fig>
            <p>It is therefore necessary to examine more direct evidence of whether authors are
                price sensitive when choosing journals. Many publishers increase journal APCs on a
                regular basis, for example, after the end of an introductory free period or upon
                being assigned an impact factor. If authors are sensitive to price, it would be
                expected that a journal introducing a fee for the first time would see a reduction
                in article volumes. When examining the portfolios of commercial publishers, it would
                also be expected that changes in the APC would be a significant negative predictor
                of the number of articles published by an individual journal.</p>
        </sec>
        <sec id="s2">
            <title>2. Methods</title>
            <sec id="s2a">
                <title>2.1. Fee Introduction Case Studies</title>
                <p>If authors are price sensitive with respect to APCs, then they might be expected
                    to react the most readily when a journal transitions from charging no APC to
                    levying an APC. Two notable cases of APC introduction were selected: eLife and
                    Royal Society Open Science. eLife is commonly viewed as a prestigious journal
                    launched to compete with elite titles like Nature, Science, and Cell (<xref
                        ref-type="bibr" rid="r7">Callaway, 2016</xref>), while Royal Society Open
                    Science is an example of an open access mega-journal or OAMJ (<xref
                        ref-type="bibr" rid="r5">Bj&#x00F6;rk &#x0026; Catani, 2016</xref>; <xref
                        ref-type="bibr" rid="r27">Khoo &#x0026; Lay, 2018</xref>). Both of these
                    journals are quite large, publishing more than 1,000 articles of all types in
                    2018. Article volumes were downloaded from Scopus, focusing on research articles
                    that were published in final form, using a search string such as
                    &#x201C;ISSN(2050-084X) AND DOCTYPE( ar ) AND PUBSTAGE (final)&#x201D;. Stepwise
                    linear regression was performed using SPSS 25 (IBM, New York, NY, USA) with year
                    and whether there was an APC as independent variables and the number of articles
                    as the dependent variable.</p>
                <p>Journals also introduce APCs when flipping from subscription publishing to open
                    access publishing. In a recent conference paper, <xref ref-type="bibr" rid="r32"
                        >Momeni, Fraser, Peters, and Philip (2019)</xref> provided a dataset of
                    journals that have flipped to open access. After excluding journals in this
                    dataset that used hybrid or delayed open access models, or were not indexed by
                    the DOAJ, 19 journals were identified where the flip year could be verified, and
                    sufficient data on article volumes was available via the Crossref API to examine
                    publishing volumes for 4 years prior and 4 years after flipping to open access.
                    The Crossref API was used because many of these journals were not fully indexed
                    in Scopus. Most journals (n&#x003D;11) that flipped to open access charged an
                    APC at the flip. Almost all of these journals were published by commercial
                    publishers BMC (n&#x003D;6), Springer Open (n&#x003D;1), Wiley (n&#x003D;2), and
                    Wolters Kluwer (n&#x003D;1), with one journal published by the society-owned
                    Portland Press. Journals that did not levy an APC at flip (n&#x003D;8) tended to
                    be published by non-profit or society publishers such as the American Library
                    Association (n&#x003D;1), Association of College and Research Libraries
                    (n&#x003D;1), IOP Publishing (n&#x003D;1), Norwegian Polar Institute
                    (n&#x003D;1), and Spanish National Research Council (es: Consejo Superior de
                    Investigaciones Cient&#x00ED;ficas, n&#x003D;3). Only one journal was published
                    by a commercial publisher (BMC), with the journal supported by a national
                    funder. Article volumes were analysed using a mixed-design ANOVA, with the 9
                    years around the flip as a within-subjects factor (time) and whether the journal
                    levied an APC as a between-subjects factor. Following a significant violation of
                    the assumption of sphericity for the within-subjects factor of time, the
                    Greenhouse-Geisser correction was applied to the degrees of freedom for these
                    effects.</p>
            </sec>
            <sec id="s2b">
                <title>2.2. Analysis of Fee Increases and Article Volumes</title>
                <p>Authors might also be expected to respond to price increases that occur gradually
                    over time. In order to test this, the APCs and article volumes of journals from
                    major open access publishers were examined over several years. A study period of
                    2012&#x2013;2018 was selected because data on historical APCs was publicly
                    available (<xref ref-type="bibr" rid="r9">Crawford, 2018b</xref>) and could be
                    combined and supplemented with searches of the internet archive
                    (web.archive.org). The published APC in US dollars was used or converted to US
                    dollars based on yearly average exchange rates published by the US Internal
                    Revenue Service. Data on article volumes was downloaded from Scopus, using the
                    journal&#x2019;s ISSN and excluding editorials, letters to the editor,
                    commentaries, and articles that were still &#x2018;in-press&#x2019;, for example
                    &#x201C;ISSN(1932-6203) AND DOCTYPE(ar) AND PUBSTAGE (final)&#x201D;. Scopus was
                    used to limit results to research articles because some publishers distinguish
                    between different article types in their pricing.</p>
                <p>The journals of BioMed Central Ltd (BMC), Frontiers Media SA, MDPI AG, and
                    Hindawi Limited were analysed because they represent the 4 largest commercial
                    open access publishers that use an APC business model, as measured by the number
                    of articles indexed by the DOAJ. Journals from these four publishers were
                    included if they were published from 2012 to 2018 by the same publisher and
                    indexed by Scopus from 2012 to 2018. 134 BMC journals, 24 Frontiers journals, 54
                    MDPI journals, and 107 Hindawi journals were included in final analyses. </p>
                <p>In order to determine whether APCs had an effect on article volumes, a multilevel
                    modelling approach was used. Multilevel modelling is an extension of linear
                    regression modelling that can be used to analyse multiple covariates
                    longitudinally (<xref ref-type="bibr" rid="r15">Galla et al., 2014</xref>; <xref
                        ref-type="bibr" rid="r22">Heck, Thomas, &#x0026; Tabata, 2014</xref>). In
                    the present study, a series of models were developed in SPSS, using a
                    first-order autoregressive covariance type and maximum likelihood estimation.
                    Journal was the unit level of analysis with the APC in US dollars and publisher
                    group (BMC, Frontiers, MDPI, Hindawi, or OAMJ) as covariates, and the number of
                    articles as the dependent variable. Beginning with the null model, the fixed
                    factors of APC was added to the analysis. Publisher was included as a random
                    effect. Model selection was performed using the likelihood-ratio test, which
                    involves a &#x03C7;<sup>2</sup> test of the deviance score or change in
                    &#x2212;2 log likelihood (&#x2212;2LL), although Akaike&#x2019;s Information
                    Criterion (AIC) is also presented for convenience (<xref ref-type="bibr"
                        rid="r17">Gomes et al., 2014</xref>).</p>
            </sec>
            <sec id="s2c">
                <title>2.3. Data Availability Statement</title>
                <p>The raw data underlying this study is available on Figshare (<xref
                        ref-type="bibr" rid="r26">Khoo, 2019</xref>).</p>
            </sec>
        </sec>
        <sec id="s3">
            <title>3. Results</title>
            <sec id="s3a">
                <title>3.1. Fee Introduction Case Studies</title>
                <p>The introduction of an APC was not a significant predictor of the number of
                    articles for eLife (<xref ref-type="fig" rid="fg002">Figure 2a</xref>). For
                    eLife, stepwise linear regression produced a model (R<sup>2</sup>&#x003D;0.926,
                    F(1,6)&#x003D;62.439, p&#x003D;0.001) with year as a significant predictor that
                    was associated with increased article volumes (&#x03B2;&#x003D;236.4,
                    p&#x003D;0.001). However, for Royal Society Open Science (<xref ref-type="fig"
                        rid="fg002">Figure 2b</xref>) both year and APC were significant predictors
                        (R<sup>2</sup>&#x003D;0.998, F(2,4)&#x003D;660.13, p&#x003D;0.002). However,
                    both year (&#x03B2;&#x003D;196.2, p&#x003D;0.002) and APC (&#x03B2;&#x003D;159,
                    p&#x003D;0.037) were associated with increases in the number of articles
                    published by the journal.</p>
                <fig id="fg002">
                    <label>Fig. 2:</label>
                    <caption>
                        <p>The number of articles published in (a) eLife and (b) Royal Society Open
                            Science was unaffected by the introduction of an article processing
                            charge 4&#x2013;5 years after launch.</p>
                    </caption>
                    <graphic xmlns:xlink="http://www.w3.org/1999/xlink"
                        xlink:href="figures/Liber_2019_29_Yon-Seng-Khoo_fig_002.jpg"/>
                </fig>
                <p>Another case of fee introduction occurs when journals flip from subscription
                    models to open access models. In a dataset derived from <xref ref-type="bibr"
                        rid="r32">Momeni et al. (2019)</xref>, 19 journals were identified that
                    flipped to open access models between 2006 and 2014. Two outliers were excluded
                    from the APC group (final APC n&#x003D;9, no-APC n&#x003D;8) because their
                    increase in article volume after flipping to open access was so large that 4
                    years post-flip, they were more than 4 standard deviations from the mean during
                    the flip (flip year M&#x003D;109, SD&#x003D;117). As shown in <xref
                        ref-type="fig" rid="fg003">Figure 3</xref>, there was no evidence that
                    introducing an APC caused a reduction in article volumes. A mixed-design ANOVA
                    showed no significant change in article volumes over time
                    (F(3.116,46.741)&#x003D;0.642, p&#x003D;0.597, &#x025B;&#x003D;0.39). Journals
                    that levied an APC did not publish significantly more than journals that did not
                    (F(1,17)&#x003D;0.177, p&#x003D;0.684). While two outlier journals experienced
                    extremely strong growth in article volumes after flipping to open access (<xref
                        ref-type="fig" rid="fg003">Figure 3</xref>, inset), there was not a
                    significant pattern of this in other journals, with no time&#x00D7;APC
                    interaction (F(3.116,46.741)&#x003D;2.298, p&#x003D;0.088,
                    &#x025B;&#x003D;0.39).</p>
                <fig id="fg003">
                    <label>Fig. 3:</label>
                    <caption>
                        <p>There was no evidence that introducing an article processing charge
                            during a flip to open access caused a reduction in article volumes
                            (mean&#x00B1;SEM). In two outlier cases, journals that flipped and
                            charged an APC greatly increased their article volume (see inset).</p>
                    </caption>
                    <graphic xmlns:xlink="http://www.w3.org/1999/xlink"
                        xlink:href="figures/Liber_2019_29_Yon-Seng-Khoo_fig_003.jpg"/>
                </fig>
            </sec>
            <sec id="s3b">
                <title>3.2. Fee Increases Did Not Reduce Article Volumes</title>
                <p>In the time between 2012 and 2018, the mean APC listed for each journal
                    (n&#x003D;319) by the four largest open access publishers (BMC, Frontiers, MDPI,
                    and Hindawi) increased by US$396 from US$1,255 to US$1,651 (<xref ref-type="fig"
                        rid="fg004">Figure 4a</xref>). US inflation (CPI) during this time would
                    have predicted an increase of merely US$151 (12&#x0025;) and European inflation
                    (HICP) would have produced an even smaller US$68 (5.4&#x0025;) increase. MDPI
                    had the largest increase in APCs of 220&#x0025;, albeit, from a low base, while
                    Frontiers increased prices by 40&#x0025;, Hindawi by 34&#x0025;, and BMC
                    increased only slightly above US inflation at 17&#x0025;. Despite APC growth of
                    between 2.5 and 6 times inflation, total article volumes more than doubled from
                    58,007 to 127,528 for these journals. As shown in <xref ref-type="fig"
                        rid="fg004">Figure 4b</xref>, no publisher experienced a decrease in article
                    volumes and Frontiers and MDPI appeared to be particularly successful in
                    achieving growth in the number of articles per journal.</p>
                <fig id="fg004">
                    <label>Fig. 4:</label>
                    <caption>
                        <p>(a) Mean&#x00B1;SEM article processing charges and (b) the number of
                            articles published per journal per year both increased from 2012 to
                            2018.</p>
                    </caption>
                    <graphic xmlns:xlink="http://www.w3.org/1999/xlink"
                        xlink:href="figures/Liber_2019_29_Yon-Seng-Khoo_fig_004.jpg"/>
                </fig>
                <p>Multi-level modelling found that higher APCs were not associated with a decrease
                    in article volumes, but were instead associated with an increase. <xref
                        ref-type="table" rid="tb001">Table 1</xref> presents full results with
                    parameter estimates and information criteria. The intraclass correlation
                    coefficient from the null model for publisher-level effects was 0.108,
                    indicating a non-significant proportion (10.8&#x0025;, Wald Z&#x003D;1.259,
                    p&#x003D;0.208) of the variation was between publishers. A lower &#x2212;2LL
                    indicated that model 1, which incorporated the journal&#x2019;s APC as a fixed
                    effect, was a superior fit than the null model
                    (&#x03C7;<sup>2</sup>(1)&#x003D;30.48, p&#x003C;0.001). This model indicated
                    increasing APCs were associated with higher article volumes, with a
                    US$15&#x2013;20 price increase being associated with an additional article per
                    year (&#x03B2;&#x003D;0.0658, SE&#x003D;0.0102, p&#x003C;0.001). Variance due to
                    differences between publishers was not significant (12.3&#x0025;, Wald
                    Z&#x003D;1.294, p&#x003D;0.196).</p>
                <table-wrap id="tb001">
                    <label>Table 1:</label>
                    <caption>
                        <p>Results of multilevel modelling for article volumes as a function of APCs
                            and publishers from 2012 to 2018.</p>
                    </caption>
                    <table frame="hsides" rules="groups">
                        <thead>
                            <tr>
                                <th valign="top" align="left"/>
                                <th valign="top" align="left">Null model</th>
                                <th valign="top" align="left">Model 1</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td valign="top" align="left">Fixed Effects</td>
                                <td valign="top" align="left"/>
                                <td valign="top" align="left"/>
                            </tr>
                            <tr>
                                <td valign="top" align="left">&#x2003;Intercept</td>
                                <td valign="top" align="left">250.1&#x00B1;72.53,
                                    p&#x003D;0.027</td>
                                <td valign="top" align="left">154&#x00B1;76.5, p&#x003D;0.108</td>
                            </tr>
                            <tr>
                                <td valign="top" align="left">&#x2003;APC</td>
                                <td valign="top" align="left">&#x2013;</td>
                                <td valign="top" align="left">0.0658&#x00B1;0.0102,
                                    p&#x003C;0.001</td>
                            </tr>
                            <tr>
                                <td valign="top" align="left">Repeated Measures</td>
                                <td valign="top" align="left"/>
                                <td valign="top" align="left"/>
                            </tr>
                            <tr>
                                <td valign="top" align="left">&#x2003;AR1 diagonal</td>
                                <td valign="top" align="left">154459.3&#x00B1;10915</td>
                                <td valign="top" align="left">145011&#x00B1;10272</td>
                            </tr>
                            <tr>
                                <td valign="top" align="left">&#x2003;AR1 &#x03C1;</td>
                                <td valign="top" align="left">0.93&#x00B1;0.005</td>
                                <td valign="top" align="left">0.93&#x00B1;0.006</td>
                            </tr>
                            <tr>
                                <td valign="top" align="left">Random Effects</td>
                                <td valign="top" align="left"/>
                                <td valign="top" align="left"/>
                            </tr>
                            <tr>
                                <td valign="top" align="left">&#x2003;Intercept &#x007C;
                                    Publisher</td>
                                <td valign="top" align="left">18728.8&#x00B1;14879.2</td>
                                <td valign="top" align="left">20352.9&#x00B1;15724.1</td>
                            </tr>
                            <tr>
                                <td valign="top" align="left">&#x2003;Intercept &#x007C;
                                    Publisher&#x00D7;Journal</td>
                                <td valign="top" align="left">0&#x00B1;0</td>
                                <td valign="top" align="left">0&#x00B1;0</td>
                            </tr>
                            <tr>
                                <td valign="top" align="left">Information Criteria</td>
                                <td valign="top" align="left"/>
                                <td valign="top" align="left"/>
                            </tr>
                            <tr>
                                <td valign="top" align="left">&#x2003;&#x2212;2 log likelihood
                                    (&#x2212;2LL)</td>
                                <td valign="top" align="left">29174.53</td>
                                <td valign="top" align="left">29134.05</td>
                            </tr>
                            <tr>
                                <td valign="top" align="left">&#x2003;Akaike&#x2019;s information
                                    criterion</td>
                                <td valign="top" align="left">29184.53</td>
                                <td valign="top" align="left">29146.05</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
            </sec>
        </sec>
        <sec id="s4">
            <title>4. Discussion</title>
            <p>Increases in article processing charges at commercial publishers are proceeding at a
                rate far higher than inflation. Case studies of fee introduction did not show any
                evidence that introducing an APC reduced the number of articles published either in
                an elite open access journal, an open access mega-journal, or in established
                journals that flipped to open access. A longitudinal study of 319 journals operated
                by four major commercial publishers, BMC, Frontiers, MDPI, and Hindawi, indicated
                that higher APCs are associated with higher article volumes. These findings suggest
                that authors are not sensitive to price in a way that can control APC
                hyperinflation.</p>
            <p>The hyperinflation of list-price APCs for the four publishers examined in the present
                study is consistent with the APCs paid by European institutions and reported as part
                of the OpenAPC project (<xref ref-type="bibr" rid="r1">Aasheim et al., 2019</xref>).
                From 2012 to 2018, APCs paid by European institutions increased from &#x20AC;1,173
                to over &#x20AC;1,600, or 40&#x0025;. Similarly, overall APC increases by BMC,
                Frontiers, MDPI, and Hindawi was 31.6&#x0025;, with publisher-specific increases of
                between 17&#x0025; and 220&#x0025;. These fee increases are consistently above
                inflation as reported by the US Bureau of Labor Statistics and the European Central
                Bank.</p>
            <p>If authors weigh journal price heavily in their journal selection strategies, then it
                might be expected that APC-funded journals would struggle to become established and
                lower-APC journals would be favoured. While some journals have launched with an
                introductory no-APC period, such as eLife and Royal Society Open Science, the end of
                the introductory period did not prevent the journals from continuing to publish a
                large volume of articles, or continuing to grow. For journals that flipped to open
                access, there was no statistically significant effect of introducing an APC. While
                    <xref ref-type="bibr" rid="r32">Momeni et al. (2019)</xref> noted that there was
                a post-flip decrease in article volumes, in the present analysis, this was only
                evident in a small and statistically non-significant decrease in non-APC-levying
                journals from M&#x003D;70 four years pre-flip to M&#x003D;65 four years post-flip.
                For APC-levying journals, a statistically non-significant increase from M&#x003D;89
                four years pre-flip to M&#x003D;120 four years post-flip was observed, with two
                outlier journals increasing their volumes by 7 and 100-fold. </p>
            <p>The longitudinal study of 319 journals from 2012 to 2018 confirmed and extended
                previous findings that suggested authors might not be price sensitive. If anything,
                authors appear to favour more expensive journals since the final model&#x2019;s
                estimate was that APC was a positive predictor of article volumes. This could be
                explained by the perceived association between journal prestige and price (<xref
                    ref-type="bibr" rid="r4">Bj&#x00F6;rk &#x0026; Solomon, 2015</xref>). In this
                market, a higher price is associated with higher prestige. Very low APCs in the
                order of US$100 are even associated with potentially predatory journals, while
                legitimate open access journals levy fees closer to US$2,000 (<xref ref-type="bibr"
                    rid="r40">Shamseer et al., 2017</xref>). Given the importance of prestige and
                journal reputation in the academic publishing market (<xref ref-type="bibr"
                    rid="r34">Nicholas et al., 2017</xref>; <xref ref-type="bibr" rid="r46"
                    >Wijewickrema &#x0026; Petras, 2017</xref>), it seems logical that academic
                publications follow the principles of &#x2018;prestige pricing&#x2019; or
                &#x2018;status consumption&#x2019; where price increases can be associated with
                increased demand (<xref ref-type="bibr" rid="r16">Goldsmith, Flynn, &#x0026; Kim,
                    2010</xref>; <xref ref-type="bibr" rid="r28">Kumcu &#x0026; McClure,
                2003</xref>).</p>
            <p>A lack of price sensitivity appears unsurprising given that every APC-charging open
                access journal is facing competition from journals that are free-to-authors. Authors
                almost always have the option to submit to a subscription journal or one of the many
                platinum open access journals available (<xref ref-type="bibr" rid="r8">Crawford,
                    2018a</xref>; <xref ref-type="bibr" rid="r29">Laakso &#x0026; Bj&#x00F6;rk,
                    2012</xref>; <xref ref-type="bibr" rid="r45">Walters &#x0026; Linvill,
                    2014</xref>). However, it can also be argued that in fact the majority of
                authors do choose subscription journals because the vast majority of articles are
                not immediately open access (<xref ref-type="bibr" rid="r18">Green, 2017</xref>,
                    <xref ref-type="bibr" rid="r19">2019</xref>). Moreover, of those authors
                publishing in hybrid subscription journals, more than 95&#x0025; do not choose to
                pay an APC in order to make their article immediately open access (<xref
                    ref-type="bibr" rid="r30">Laakso &#x0026; Bj&#x00F6;rk, 2016</xref>).</p>
            <p>Authors may therefore assess APCs on a binary basis, assessing whether they can pay
                an APC but not weighing the magnitude of the APC. This approach would be consistent
                with both the results of the present study and with arguments that APCs exclude
                authors from less well-funded research groups (<xref ref-type="bibr" rid="r41">Shaw
                    &#x0026; Elger, 2018</xref>). Authors who are satisfied with their
                free-to-publish options may choose a subscription journal or platinum open access
                journal (subject to availability), but if they are able to, will likely choose to
                publish in an outlet that is commonly perceived as more prestigious, even if that
                means paying an APC or a higher APC. In this respect, authors may be treating
                publications more like a necessity. If publications are necessities, this would
                explain the negligible sensitivity that authors who can pay show towards APCs, much
                like how consumers will continue to purchase staple foods in the face of price
                increases (<xref ref-type="bibr" rid="r25">Kemp, 1998</xref>; <xref ref-type="bibr"
                    rid="r39">Regmi &#x0026; Meade, 2013</xref>).</p>
            <p>It has previously been argued that paying to publish constitutes a conflict of
                interest for researchers (<xref ref-type="bibr" rid="r43">Tennant et al.,
                    2016</xref>). In addition to potentially biasing the editorial process (<xref
                    ref-type="bibr" rid="r2">Beall, 2012</xref>, <xref ref-type="bibr" rid="r3"
                    >2013</xref>; <xref ref-type="bibr" rid="r11">de Vrieze, 2018</xref>; <xref
                    ref-type="bibr" rid="r21">Haspelmath, 2013</xref>), this also places authors in
                a potential conflict with the public interests (such as government or philanthropic
                funders) that support them. The author&#x2019;s own career interests and needs (more
                papers in more prestigious journals) may incentivise them to be more willing to pay
                an APC or to pay a higher APC, while as a steward of public funds they might be
                expected to publish using a lower cost open access model such as preprints or
                self-archiving.</p>
            <p>The results of the present study also suggest that publishers are aware that they are
                able to set prices without adversely affecting their market share. For example,
                Springer Nature&#x2019;s open access mega-journal, Scientific Reports, overtook the
                non-profit PLOS One as the largest mega-journal in 2017 (see <xref ref-type="fig"
                    rid="fg005">Figure 5</xref>), despite PLOS One charging a lower APC. Similarly,
                Frontiers and MDPI enjoyed the greatest growth in article volumes per journal and
                also increased their APCs by the highest margins. Publishers have freely admitted
                that they do not price on the cost of production, but rather on the economic value
                of their journals (<xref ref-type="bibr" rid="r33">Morrison, 2018</xref>),
                consistent with commentary in the scholarly publishing literature (<xref
                    ref-type="bibr" rid="r23">Houghton, 2001</xref>). For example, once a journal is
                assigned an impact factor, its prestige value increases and it can therefore command
                a higher price. As open access journals become more established, this should concern
                funders and institutions because it will drive further hyperinflation in the
                scholarly publishing market unless funders and institutions leverage their
                negotiating and policy-setting power to decrease costs (<xref ref-type="bibr"
                    rid="r12">Else, 2018a</xref>; <xref ref-type="bibr" rid="r14">Gaind,
                2019</xref>; <xref ref-type="bibr" rid="r44">Vogel &#x0026; Kupferschmidt,
                    2017</xref>).</p>
            <fig id="fg005">
                <label>Fig. 5:</label>
                <caption>
                    <p>(a) Article processing charges and (b) article volumes for PLOS One and
                        Scientific Reports, which are the two largest open access mega-journals.</p>
                </caption>
                <graphic xmlns:xlink="http://www.w3.org/1999/xlink"
                    xlink:href="figures/Liber_2019_29_Yon-Seng-Khoo_fig_005.jpg"/>
            </fig>
            <p>Price insensitivity leaves ambitious open access funder mandates like Plan S with few
                options for controlling publication costs charged by commercial publishers. Plan S
                proposes to cap APCs at some undisclosed amount (<xref ref-type="bibr" rid="r13"
                    >Else, 2018b</xref>). However, there is no single reasonable APC. Journals that
                are perceived as more prestigious tend to charge higher APCs (<xref ref-type="bibr"
                    rid="r4">Bj&#x00F6;rk &#x0026; Solomon, 2015</xref>; <xref ref-type="bibr"
                    rid="r36">Pollock &#x0026; Michael, 2019</xref>), perhaps because they tend to
                have a higher rejection rate and APCs are only received for accepted manuscripts.
                Indeed, the President of the US National Academy of Sciences argues that their
                flagship journal would have to charge an APC of US$6,000 purely for cost-recovery
                purposes (<xref ref-type="bibr" rid="r31">McNutt, 2019</xref>). Although one of the
                principles of Plan S is that APCs should be paid for by funders or institutions,
                societies still have concerns about cost barriers for authors (<xref ref-type="bibr"
                    rid="r20">Guzik &#x0026; Ahluwalia, 2019</xref>; <xref ref-type="bibr" rid="r38"
                    >Purton, Michelangeli, &#x0026; F&#x00E9;s&#x00FC;s, 2019</xref>). With a
                uniform European APC cap, there appears to be no reason why the amount of the APC
                cap would not simply become the standard APC charged by publishers as they aim to
                maximise their revenue. Moreover, the cap cannot be set too low otherwise it will
                exclude funded researchers from the journals that are commonly believed to occupy
                the top tiers of their discipline. Publishers can then apply upwards pressure on the
                APC cap by raising their fees above it and forcing authors to seek out supplementary
                funding to publish in journals considered more prestigious (<xref ref-type="bibr"
                    rid="r38">Purton et al., 2019</xref>).</p>
            <p>Many societies see Plan S as a threat to their subscription journals, which may help
                to concentrate more of scholarly publishing with the largest commercial publishers.
                If societies sell their journals to commercial publishers (<xref ref-type="bibr"
                    rid="r6">Brainard, 2019</xref>), this may further exacerbate APC hyperinflation.
                In subscription journal pricing, larger commercial publishers tend to be more
                expensive on a per page or per point of impact factor basis (<xref ref-type="bibr"
                    rid="r10">Creaser &#x0026; White, 2008</xref>). In the present study, commercial
                publishers were behind the majority of journals that flipped to open access and
                charged an APC, while non-profit publishers were behind almost all of the journals
                that flipped without charging an APC. Although the details of Plan S still appear to
                be under consideration, as originally announced it would have banned publishing in
                subscription journals, even if the individual article could be made open access
                under a hybrid model, unless the journal was covered by a &#x2018;transformative
                agreement&#x2019; (<xref ref-type="bibr" rid="r13">Else, 2018b</xref>; <xref
                    ref-type="bibr" rid="r24">Johnson, 2019</xref>). Depending on the final details
                of Plan S, it will be important to examine what effects it has on the scholarly
                publishing ecosystem and its associated costs. For example, future studies could
                compare the present rate of APC hyperinflation to APC hyperinflation following Plan
                S implementation to examine whether the continued concentration of market power with
                commercial publishers will further accelerate price increases in scholarly
                publishing.</p>
        </sec>
        <sec id="s5">
            <title>5. Conclusions</title>
            <p>Open access publishing has been suggested as a potential solution to the serials
                crisis because journal costs are theoretically more exposed to price competition.
                However, examination of journal article volumes when article processing charges are
                introduced or increased over time shows no evidence that authors avoid journals that
                introduce or increase APCs. Instead, it appears that once authors are willing or
                able to pay an APC, that they are willing to pay them with little regard to the size
                of an APC. This data suggests that publishers are adept at pricing journals
                according to the prestige value of the title and the funding available to authors in
                each market. Unless funders and institutions leverage their negotiating and
                policy-setting power to constrain costs, author price insensitivity will ensure that
                APC-funded open access will merely be a sequel to the serials crisis.</p>
        </sec>
    </body>
    <back>
        <ack>
            <p>This work was not funded by any specific grant. The author thanks Walt Crawford for
                providing advice on the datasets related to his book on gold open access.</p>
        </ack>
        <sec>
            <title>Conflict of Interest Declaration</title>
            <p>The author has published with or reviewed for some of the journals or publishers or
                their competitors included in these analyses as part of their regular academic
                duties and he is a reviewing editor at Frontiers in Behavioral Neuroscience
                (Frontiers Media SA). He is the founding president, an editor, and financial
                contributor to Episteme Health Inc., a non-profit incorporated association aiming to
                provide platinum open access publishing for neuroscientists. He has never received
                and does not expect to ever receive any payment for any of these roles.</p>
        </sec>
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