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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Psychol.</journal-id>
<journal-title>Frontiers in Psychology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Psychol.</abbrev-journal-title>
<issn pub-type="epub">1664-1078</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpsyg.2023.1224059</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Psychology</subject>
<subj-group>
<subject>Editorial</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Editorial: Individual differences in second/foreign language speech production: multidisciplinary approaches and new sounds</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Sun</surname> <given-names>Peijian Paul</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/709432/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Yuan</surname> <given-names>Boping</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1499271/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Yan</surname> <given-names>Xun</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/852952/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Kahng</surname> <given-names>Jimin</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1494207/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Linguistics, Zhejiang University</institution>, <addr-line>Hangzhou</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>School of Foreign Languages, Shanghai Jiao Tong University</institution>, <addr-line>Shanghai</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>Faculty of Asian and Middle Eastern Studies, University of Cambridge</institution>, <addr-line>Cambridge</addr-line>, <country>United Kingdom</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Linguistics, University of Illinois at Urbana-Champaign</institution>, <addr-line>Champaign, IL</addr-line>, <country>United States</country></aff>
<aff id="aff5"><sup>5</sup><institution>Department of Modern Languages, University of Mississippi</institution>, <addr-line>Oxford, MS</addr-line>, <country>United States</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited and reviewed by: Xiaolin Zhou, Peking University, China</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Peijian Paul Sun <email>luapnus&#x00040;zju.edu.cn</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>13</day>
<month>06</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1224059</elocation-id>
<history>
<date date-type="received">
<day>17</day>
<month>05</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>30</day>
<month>05</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2023 Sun, Yuan, Yan and Kahng.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Sun, Yuan, Yan and Kahng</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license> </permissions>
<related-article id="RA1" related-article-type="commentary-article" xlink:href="https://www.frontiersin.org/research-topics/27708/individual-differences-in-secondforeign-language-speech-production-multidisciplinary-approaches-and-new-sounds" ext-link-type="uri">Editorial on the Research Topic <article-title>Individual differences in second/foreign language speech production: multidisciplinary approaches and new sounds</article-title></related-article>
<kwd-group>
<kwd>individual difference</kwd>
<kwd>L2 speech production</kwd>
<kwd>fluency</kwd>
<kwd>test performance</kwd>
<kwd>gesture</kwd>
</kwd-group>
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<fig-count count="0"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="7"/>
<page-count count="3"/>
<word-count count="1678"/>
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<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Psychology of Language</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<p>Second/foreign language (L2) speech production can be subject to various individual difference factors. A review of the literature indicates that common individual difference factors examined in the field of L2 speaking include, but are not limited to, learning environments, learning strategies, willingness-to-communicate, motivation, and anxiety (Sun and Teng, <xref ref-type="bibr" rid="B3">2021</xref>; Sun, <xref ref-type="bibr" rid="B1">2022</xref>, <xref ref-type="bibr" rid="B2">2023</xref>; Sun and Zhang, <xref ref-type="bibr" rid="B4">2022</xref>). Although there is no consensus on what individual differences encompass, the literature has witnessed a growing interest in research on individual differences in L2 speaking. Nevertheless, our understanding of L2 speaking is still in its infancy compared to L2 writing. We, therefore, call for more research to shed light on the possible influence of individual difference factors on L2 speaking from multidisciplinary approaches.</p>
<p>Our call has resulted in 10 seminal works on individual differences in L2 speech performance and production (9 original research, 1 brief report, and 1 opinion). Specifically, three papers examined individual differences in L2 fluency (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpsyg.2022.968946">Aubrey</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpsyg.2022.926367">Feng</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fcomm.2022.1012811">Kahng</ext-link>), two profiled L2 English speakers&#x00027; oral test performance (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fcomm.2022.926409">Gao</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpsyg.2022.954217">Zhang et al.</ext-link>), and two tapped into elicited imitation in L2 speech production (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpsyg.2022.917168">Lei and Yan</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpsyg.2022.916736">Munro</ext-link>). The rest three papers explored the role of first language (L1, Zhang and Yuan) and gesture (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpsyg.2022.941114">Ma and Jin</ext-link>) in L2 speech production, and the connectedness in L2 speech development (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpsyg.2022.940269">Botezatu et al.</ext-link>).</p>
<sec id="s1">
<title>Individual differences and L2 fluency</title>
<p>To understand the relationship between emotions (i.e., anxiety and enjoyment) and breakdown fluency from an intra-individual level, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpsyg.2022.968946">Aubrey</ext-link> adopted an idiodynamic approach to investigate English-as-a-foreign-language (EFL) university students&#x00027; L2 speech performance in monolog tasks. The study found a strong positive connection between anxiety and breakdown fluency, but a weak association between enjoyment and breakdown fluency. The study also suggested that task design, task implementation, cognitive-linguistic, and achievement outcome factors could influence the emotion-fluency relationship.</p>
<p>To understand the L2 fluency development from a longitudinal perspective, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fcomm.2022.1012811">Kahng</ext-link> examined L1 Chinese EFL learners&#x00027; L2 utterance fluency change (i.e., speech, pausing, and repair) over 5-month study-abroad. The study showed that there was an improvement in learners&#x00027; mean syllable duration and end-clause silent pausing. Such a change was the result of learners&#x00027; increased L2 use rather than their L2 motivation.</p>
<p>However, both Scott&#x00027;s and <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fcomm.2022.1012811">Kahng</ext-link>&#x00027;s studies focused on within-individuals&#x00027; rather than between-individuals&#x00027; L2 fluency. In other words, L2 fluency should be examined not only from an individual perspective but also from a dialogic perspective to take into account the interaction between interlocutors. As <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpsyg.2022.926367">Feng</ext-link> pointed out, incorporating both the monadic (intra-individual) and non-monadic (inter-individual) perspectives could enrich the ongoing discussion on factors contributing to L2 speech performance.</p>
</sec>
<sec id="s2">
<title>Test takers&#x00027; L2 speech performance</title>
<p>Do high-proficiency EFL speakers differ in oral test performance? If yes, how can we create profiles to capture these differences? <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fcomm.2022.926409">Gao</ext-link>&#x00027;s study has provided the audience with detailed steps for profiling high-proficiency EFL speakers&#x00027; L2 speech performance. Specifically, employing cluster analysis on participants&#x00027; speech fluency and vocabulary use, the study identified four types of high-proficiency EFL speakers.</p>
<p>In addition to <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fcomm.2022.926409">Gao</ext-link>&#x00027;s approach to profiling high-proficiency EFL speakers&#x00027; oral test performance, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpsyg.2022.876208">Zhang et al.</ext-link> examined Chinese EFL learners&#x00027; speaking performance in integrated L2 speaking assessment tasks. The study revealed that problem-solving was the most frequently adopted metacognitive strategy in L2 speech production. However, metacognitive strategies were not found to have significant effects on participants&#x00027; L2 speech performance across the four integrated speaking tasks in the study.</p>
<p>Regardless of test-takers&#x00027; different profiles of L2 speech performance or different use of metacognitive strategies in L2 speech production, it is necessary to take test contexts into consideration. For example, to what extent can test anxiety and time pressure influence test takers&#x00027; L2 speech performance? How different learners&#x00027; L2 speech performance profiles or speaking strategies use will be in testing and non-testing conditions? Future research may consider addressing these issues.</p>
</sec>
<sec id="s3">
<title>Elicited imitation and L2 speech production</title>
<p>Elicited imitation (EI) is an effective measure of L2 proficiency (Yan et al., <xref ref-type="bibr" rid="B7">2016</xref>, <xref ref-type="bibr" rid="B6">2020</xref>). It requires participants to listen to a series of stimulus sentences, phrases, words, or sounds and then repeat them verbatim (Underhill, <xref ref-type="bibr" rid="B5">1987</xref>). Despite the surge of interest in EI, little is known about the strategies employed by L2 learners in EI tasks and their effect on EI performance. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpsyg.2022.917168">Lei and Yun </ext-link>bridged the gap by examining L2 Chinese learners&#x00027; strategy use in EI tasks. They found that participants adopted cognitive, metacognitive, communication, approach, and test-wiseness strategies in the process of elicited imitation. Additionally, cognitive strategies were found to have a significant positive influence on EI prompted L2 speech performance, while metacognitive strategies had a significant negative effect.</p>
<p>While differences in strategy use can impact EI performance in L2 speaking, the extent to which differences in ET tasks may influence learners&#x00027; L2 speech performance in vowel production is under-researched. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpsyg.2022.916736">Munro</ext-link>, therefore, examined L1 Cantonese speakers&#x00027; production of English high vowels (i.e.,/i/,/&#x00131;/,/u/,/&#x02127;/) on two EI tasks: a picture naming task and an interrupted repetition task. The study found that participants&#x00027; vowel production on the interrupted repetition task was more intelligible than on the picture naming task by over 10 percentage points. However, the task effect on vowel production was inconsistent across speakers.</p>
</sec>
<sec id="s4">
<title>L1, gesture, and graph structure in L2 speech production</title>
<p>This collection also attracted researchers to explore L2 speech production from the angles of L1, gesture, and graph structure. Specifically, Zhang and Yuan investigated the influence of learners&#x00027; L1 English and L1 Korean on their L2 Chinese oral production of ellipses. The study revealed that L1 influence on L2 Chinese learners&#x00027; oral production of ellipses was not observed at the beginner level but observed at the intermediate and advanced levels. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpsyg.2022.941114">Ma and Jin</ext-link> investigated the relationship between co-speech gestures and L2 speech performance. Results showed that there were positive correlations between co-speech gestures and L2 speech measures in meaning and discourse. Last but not least, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpsyg.2022.940269">Botezatu et al.&#x00027;s</ext-link> graph structure analysis of the relationship between L2 lexical retrieval and the global connectedness of narratives suggested that, in the early phases of L2 oral development, the connectedness of L2 speech can be attributed to individuals&#x00027; ability in L2 lexical access.</p>
<p>Summing up, this collection of articles provides the audience with a multidisciplinary approach to understanding how individual difference factors may be associated with L2 speech production. The studies in the collection offer valuable insights into the complex nature of L2 speech production and highlight the importance of taking individual differences into account to support learners&#x00027; L2 speech development.</p>
</sec>
<sec sec-type="author-contributions" id="s5">
<title>Author contributions</title>
<p>PS drafted the editorial. All authors contributed to the refinement of the editorial and approved it for publication.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="s6">
<title>Funding</title>
<p>This work was supported by the National Social Science Foundation of China under Grant 19CYY008.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s7">
<title>Publisher&#x00027;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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