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<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>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fpsyg.2024.1373290</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Psychology</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Foreign language anxiety research in <italic>System</italic> between 2004 and 2023: looking back and looking forward</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes"><name><surname>Yu</surname> <given-names>Qiangfu</given-names></name><xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1386826/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
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<aff><institution>Faculty of Humanities and Foreign Languages, Xi&#x2019;an University of Technology</institution>, <addr-line>Xi&#x2019;an, Shaanxi</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001">
<p>Edited by: Douglas F. Kauffman, Medical University of the Americas &#x2013; Nevis, United States</p>
</fn>
<fn fn-type="edited-by" id="fn0002">
<p>Reviewed by: Chili Li, Hubei University of Technology, China</p>
<p>Paloma Cavalcante Bezerra Medeiros, Federal University of the Parna&#x00ED;ba Delta, Brazil</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Qiangfu Yu, <email>yuqiangfu@xaut.edu.cn</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>22</day>
<month>04</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1373290</elocation-id>
<history>
<date date-type="received">
<day>19</day>
<month>01</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>09</day>
<month>04</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Yu.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Yu</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>
<abstract>
<p>With the deepening of the research on emotional factors, foreign language anxiety (FLA) has become the focus of researchers in the field of foreign language learning (FLL) and teaching. This paper aims to provide an overview of the historical trajectory of FLA research that has been published in <italic>System</italic> between 2004 and 2023. While examining the retrieved 49 studies, focus has been laid on the methodologies including research instruments, methods, participants, major themes and key findings of FLA research. Although almost all of the studies employed quantitative and mix-methods methodologies, questionnaires and semi-structured interviews were the most preferred research methods. FL learners from 21 countries/regions were represented, but a significant number of the studies came from China, Japan and Iran. And an overwhelming majority of the studies focused on FLA among the learners learning English as a foreign language (EFL). The review concluded with some research lacunae and possible directions for future research on FLA.</p>
</abstract>
<kwd-group>
<kwd>foreign language anxiety</kwd>
<kwd>foreign language learning</kwd>
<kwd>English as a foreign language</kwd>
<kwd>foreign language learners</kwd>
<kwd>literature review</kwd>
</kwd-group>
<counts>
<fig-count count="2"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="74"/>
<page-count count="7"/>
<word-count count="5745"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Educational Psychology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<title>Introduction</title>
<p>FLA, prevalent among foreign language (FL) learners (<xref ref-type="bibr" rid="ref12">Dewaele and Macintyre, 2014</xref>; <xref ref-type="bibr" rid="ref37">Li, 2020</xref>), is a very special and complex psychological phenomenon during the process of FLL (<xref ref-type="bibr" rid="ref16">Gardner, 1985</xref>; <xref ref-type="bibr" rid="ref45">Macintyre and Gardner, 1994</xref>). FLA is regarded as the biggest emotional obstacle during the process of FLL (<xref ref-type="bibr" rid="ref3">Arnold and Brown, 1999</xref>), which may undermine students&#x2019; confidence and motivation in FLL (<xref ref-type="bibr" rid="ref41">Macintyre, 2017</xref>). <xref ref-type="bibr" rid="ref22">Horwitz (2010)</xref> considered FLA as one of the strongest predictors of success or failure in FLL. Previously, anxiety in FFL, as an auxiliary variable in FLL research, had only drawn scarcity of attention from researchers (<xref ref-type="bibr" rid="ref7">Chastain, 1975</xref>; <xref ref-type="bibr" rid="ref11">Dewaele and Li, 2021</xref>). It was not until 1986 that <xref ref-type="bibr" rid="ref23">Horwitz et al. (1986)</xref>, for the first time, proposed the concept of FLA, reckoning that FLA is a unique synthesis of self-perception, belief, emotion and behavior associated with FLL. Meanwhile, <xref ref-type="bibr" rid="ref23">Horwitz et al. (1986)</xref> developed the Foreign Language Classroom Anxiety Scale (FLCAS), which has become the most widely accepted FLA scale. Since then, researchers have conducted a plethora of studies on the connotations (<xref ref-type="bibr" rid="ref45">Macintyre and Gardner, 1994</xref>; <xref ref-type="bibr" rid="ref48">Oxford, 1999</xref>), categorization (<xref ref-type="bibr" rid="ref23">Horwitz et al., 1986</xref>; <xref ref-type="bibr" rid="ref15">Ellis, 1994</xref>; <xref ref-type="bibr" rid="ref45">Macintyre and Gardner, 1994</xref>), impacts (<xref ref-type="bibr" rid="ref58">Steinberg and Horwitz, 1986</xref>; <xref ref-type="bibr" rid="ref42">MacIntyre and Charos, 1996</xref>), sources (<xref ref-type="bibr" rid="ref72">Young, 1991</xref>; <xref ref-type="bibr" rid="ref41">Macintyre, 2017</xref>), and measurement tools (<xref ref-type="bibr" rid="ref45">Macintyre and Gardner, 1994</xref>; <xref ref-type="bibr" rid="ref55">Satio et al., 1999</xref>; <xref ref-type="bibr" rid="ref30">Kim, 2000</xref>; <xref ref-type="bibr" rid="ref14">Elkhafaifi, 2005</xref>; <xref ref-type="bibr" rid="ref68">Woodrow, 2006</xref>; <xref ref-type="bibr" rid="ref9">Cheng, 2017</xref>) of FLA.</p>
<p><italic>System</italic>, one of the most influential and prestigious international journals devoted to FL teaching and learning, has stayed abreast of the development of FLA research. The articles having been published on FLA in <italic>System</italic> represent to a large extent the development trajectory of FLA research. Therefore, this review paper chooses <italic>System</italic> as the material to provide the historical trajectory of FLA research and suggest some under-researched topics and future directions of FLA research.</p>
</sec>
<sec id="sec2">
<title>Foreign language anxiety</title>
<p>FLA, a principal learner emotional factor in foreign language learning (FLL), has become one of the significant research focuses in FLL since the 1970s. Originating from psychology, anxiety is defined as &#x201C;an unpleasant state of mind that is characterized by individual perceived feelings like nervous, fear, and worry, and is activated by the autonomic nervousness system&#x201D; (<xref ref-type="bibr" rid="ref57">Spielberger, 1972</xref>). FLA is a unique form of anxiety in the specific context of foreign language learning (<xref ref-type="bibr" rid="ref23">Horwitz et al., 1986</xref>; <xref ref-type="bibr" rid="ref40">MacIntyre, 1995</xref>). <xref ref-type="bibr" rid="ref23">Horwitz et al. (1986)</xref> conceptualized FLA as &#x201C;a distinct complex of self-perceptions, beliefs, feelings, and behaviors related to classroom language learning arising from the uniqueness of the language learning process.&#x201D;</p>
<p><xref ref-type="bibr" rid="ref23">Horwitz et al. (1986)</xref> first studied FLA as an independent phenomenon. In order to resolve the deficiency and insufficiency of traditional research tools in respect of FLA, <xref ref-type="bibr" rid="ref23">Horwitz et al. (1986)</xref> framed the Foreign Language Classroom Anxiety Scale (FLCAS), putting an end to the history of FLA study having no standardized measurement tools (<xref ref-type="bibr" rid="ref18">Guo and Xu, 2014</xref>), foreboding that FLA research entered a period of relative maturity when researchers began to focus on the overall performance of FLA and its relationship with a variety of variables (<xref ref-type="bibr" rid="ref71">Young, 1986</xref>, <xref ref-type="bibr" rid="ref73">1992</xref>; <xref ref-type="bibr" rid="ref1">Aida, 1994</xref>), as well as the relationship between FLA and some basic language skills like listening, speaking, reading and writing (<xref ref-type="bibr" rid="ref17">Gungle and Taylor, 1989</xref>; <xref ref-type="bibr" rid="ref63">Vogely, 1998</xref>; <xref ref-type="bibr" rid="ref56">Sellers, 2000</xref>).</p>
<p>Simply put, FLA is the feeling of tension, fear and nervousness in self-consciousness, emotions, beliefs, and behaviors (<xref ref-type="bibr" rid="ref1">Aida, 1994</xref>) associated with a context which requires an individual to use a foreign language he or she is not proficient with (<xref ref-type="bibr" rid="ref44">MacIntyre and Gardner, 1991</xref>).</p>
</sec>
<sec id="sec3">
<title>Research design</title>
<p>In order to present a systematic analysis of FLA research published in <italic>System</italic>, a narrative approach of systematic review was adopted. Systematic review involves &#x201C;a clearly formulated question&#x201D; and adopts &#x201C;systematic and explicit methods to identify, select, and critically appraise relevant research, and to collect and analyze data from the studies that are included in the review&#x201D; (<xref ref-type="bibr" rid="ref10">Cochrane Collaboration, 2003</xref>). A narrative approach relies &#x201C;primarily on the use of words and text to summarize and explain the findings,&#x201D; and is considered helpful to systematically review topics that have been studied differently researchers (<xref ref-type="bibr" rid="ref51">Popay et al., 2006</xref>), highlight the strengths and limitations of studies being reviewed (<xref ref-type="bibr" rid="ref67">Wong et al., 2013</xref>).</p>
<p>The review aims to provide a systematic analysis of FLA research during the past two decades between 2004 and 2023 by answering the following questions:</p>
<disp-quote>
<p>Question 1: What is the overall trend in FLA research published in <italic>System</italic> during the past two decades?</p>
<p>Question 2: What are the major themes and the key findings of FLA research?</p>
<p>Question 3: What are the existent gaps in the current research and the potential directions for future research?</p>
</disp-quote>
<sec id="sec4">
<title>Data collection</title>
<p>Following the PRISMA guidelines (<xref ref-type="bibr" rid="ref47">Moher et al., 2009</xref>), an extensive literature search was conducted to ensure a comprehensive analysis of the current FLA research published in <italic>System</italic>. The data selection criteria and collection process are summarized in <xref ref-type="fig" rid="fig1">Figure 1</xref>.</p>
<fig position="float" id="fig1"><label>Figure 1</label>
<caption>
<p>PRISMA flow chart.</p>
</caption>
<graphic xlink:href="fpsyg-15-1373290-g001.tif"/>
</fig>
<p>Firstly, relevant studies published until and including December 15, 2023 were searched in the database of Elsevier ScienceDirect. The author conducted advanced searches in the database with the following searching parameters: <italic>In this journal or book title</italic>&#x2009;=&#x2009;(<italic>System</italic>) AND <italic>Title, abstract, or author-specific keywords</italic>&#x2009;=&#x2009;(anxiety). Overall, the database returned 185 publications, among which 95 were published in journals other than <italic>System</italic> and therefore were deleted. Then, 2 book reviews and 1 review article were deleted. The remaining 87 publications were evaluated for the eligibility by reading and analyzing the titles, abstracts and full texts, and 38 publications were excluded based on the following criterion that the studies focused on topics other than FLA.</p>
</sec>
<sec id="sec5">
<title>Data analysis</title>
<p>This review first conducted a bibliometric analysis of the retrieved records. A coding analysis was then performed through iterative reading with the highlights on the following categories that guided the data analysis: year of publication, characteristics of samples, research methodologies, and key findings.</p>
</sec>
</sec>
<sec sec-type="results" id="sec6">
<title>Results</title>
<sec id="sec7">
<title>Descriptive characteristics of studies</title>
<sec id="sec8">
<title>Publishing years</title>
<p>There is a dynamic upward trend in the number of studies on FLA over the past two decades (see <xref ref-type="fig" rid="fig2">Figure 2</xref>). 2021 witnessed a surge in the number of publications, reaching an all-time peak of 8 papers. There is a gradual downward trend in the following 2&#x2009;years, but compared with the average of about 2 papers per year, there is still an increase in the number of papers in 2022 and 2023.</p>
<fig position="float" id="fig2"><label>Figure 2</label>
<caption>
<p>Trend of FLA research in <italic>System</italic> (2004&#x2013;2023).</p>
</caption>
<graphic xlink:href="fpsyg-15-1373290-g002.tif"/>
</fig>
</sec>
<sec id="sec9">
<title>Countries/regions of research</title>
<p>There was diversity of countries/ regions where the studies took place, with 21 countries/regions represented. Twenty-one papers (42.86%) came from China, followed by 6 papers (12.24%) from Japan and 4 papers (8.16%) from Iran. Three papers were conducted in Korea and USA each, followed by 2 papers from Saudi Arabia, and 1 paper from Canada, Australia, Indonesia, Austria, Germany, Switzerland, Italy, Slovakia, Macau, Chile, Thailand, Turkey, and UK each.</p>
</sec>
<sec id="sec10">
<title>Research participants</title>
<p>The overwhelming majority of the studies (<italic>n</italic> =&#x2009;43, 87.76%) focused on FLA among university students, with 3 papers focused on primary school students and 5 on secondary school students. It is noteworthy to point out that there were 3 studies which focused on PhD students, adult students, and vocational high school students, respectively.</p>
</sec>
<sec id="sec11">
<title>Foreign languages studied</title>
<p>Since the status of English as a universal language is beyond doubt, almost all the studies examined FLA in the context of EFL learning. Among the 49 papers, there were only 4 papers focusing on FLA in the context of FLL other than EFL learning. These foreign languages included Korean, Arabic, German and Chinese. There was 1 paper comparing the possible FLA differences between the contexts of German as L1 learning and English as LX learning.</p>
</sec>
<sec id="sec12">
<title>Research methodologies</title>
<p>Of the retrieved records, 38 were cross-sectional studies and 11 were longitudinal studies. The average length of time for the longitudinal studies was approximately 11.36&#x2009;weeks, ranging from the shortest length of 1&#x2009;week to the longest length of 18&#x2009;weeks. The studies adopting quantitative methods (<italic>n</italic>&#x2009;=&#x2009;24, 48.98%) and the studies using mix-methods (<italic>n</italic>&#x2009;=&#x2009;24, 48.98%) markedly dwarfed the only one study using qualitative methods (2.04%).</p>
<p>Questionnaires were the most common research method in both quantitative studies and mix-methods studies. The FLCAS was the most frequently-used scale (<italic>n</italic> =&#x2009;22, 48.83%), which a significant number of studies used directly (<italic>n</italic> =&#x2009;7, 14.58%), adapted (<italic>n</italic> =&#x2009;4, 8.33%), modified (<italic>n</italic> =&#x2009;6, 12.50%) or translated (<italic>n</italic> =&#x2009;5, 10.42%). Besides, a number of studies used questionnaires that adopted, modified or translated other scales such as the FLRAS (<xref ref-type="bibr" rid="ref55">Satio et al., 1999</xref>), the FLLAS (<xref ref-type="bibr" rid="ref14">Elkhafaifi, 2005</xref>), and the S-FLCAS (<xref ref-type="bibr" rid="ref12">Dewaele and Macintyre, 2014</xref>) among many others. Notwithstanding, some researchers devised targeted questionnaires (<xref ref-type="bibr" rid="ref24">Hurd, 2007</xref>; <xref ref-type="bibr" rid="ref69">Woodrow, 2011</xref>; <xref ref-type="bibr" rid="ref33">Lee, 2016</xref>; <xref ref-type="bibr" rid="ref36">Li, 2018</xref>; <xref ref-type="bibr" rid="ref65">Wang H. et al., 2021</xref>; <xref ref-type="bibr" rid="ref2">Alrabai, 2022</xref>).</p>
<p>With regard to qualitative methodology, the research methods frequently used to measure FLA embraced interviews (<italic>n</italic>&#x2009;=&#x2009;15, 62.50%), classroom observations (<italic>n</italic>&#x2009;=&#x2009;5, 20.83%), students&#x2019; reflective journals (<italic>n</italic>&#x2009;=&#x2009;5, 20.83%), open-ended questions (<italic>n</italic>&#x2009;=&#x2009;3, 12.50%). Of note, <xref ref-type="bibr" rid="ref24">Hurd (2007)</xref> employed audio-recorded think-aloud protocols combined with questionnaires and one-to-one semi-structured telephone interviews to explore FLA in a distance learning environment. <xref ref-type="bibr" rid="ref13">Dryden et al. (2021)</xref> used linguistic ethnography to investigate how four migrant EFL learners in Australia experienced FLA.</p>
</sec>
</sec>
<sec id="sec13">
<title>Research themes and key findings</title>
<sec id="sec14">
<title>Level of FLA</title>
<p>Twelve papers (24.49%) were found to investigate FLA level of FL learners, however, no consensus has been reached on the level of FLA among FL learners, possibly due to the fact that the participants of the retrieved studies were different. For example, <xref ref-type="bibr" rid="ref27">Jiang and Dewaele (2020)</xref> found 1,031 university freshmen in China experienced a moderate level of FLA. <xref ref-type="bibr" rid="ref76">Zuniga and Simard (2022)</xref> and <xref ref-type="bibr" rid="ref35">Lee et al. (2023)</xref> had similar findings. However, <xref ref-type="bibr" rid="ref26">Jiang and Dewaele (2019)</xref> found a higher level of FLA among 564 EFL university freshmen in China than the counterpart participants in the study of <xref ref-type="bibr" rid="ref12">Dewaele and MacIntyre (2014)</xref>. Similarly, <xref ref-type="bibr" rid="ref5">Bekleyen (2009)</xref> found the language teacher candidates in Turkey experienced a high level of FL listening anxiety.</p>
<p>Dynamicity of FLA drew attention from some scholars. <xref ref-type="bibr" rid="ref31">Koga (2010)</xref> investigated the dynamicity of FLA among 88 first-year university students in Japan and found FLA decreased significantly at the end of the 15-week English courses. <xref ref-type="bibr" rid="ref62">Veenstra and Weaver (2022)</xref> investigated 341 students from two private universities in Japan and a continuum of FL speaking anxiety showed that the participants&#x2019; overall level of FL speaking anxiety decreased after finishing an English presentation course lasting 15&#x2009;weeks.</p>
<p>Some studies explored some potential differences of FLA among different participants or among the same participants in different contexts. For example, <xref ref-type="bibr" rid="ref8">Chen et al. (2022)</xref> found Chinese undergraduates had a higher level of EFL reading anxiety than Spanish undergraduates. <xref ref-type="bibr" rid="ref53">Resnik and Dewaele (2020)</xref> found the participants experienced a higher level of FLA in English (LX) classes than in German (L1) classes.</p>
</sec>
<sec id="sec15">
<title>Sources of FLA</title>
<p>Nine studies (18.37%) explored sources or causes of FLA. <xref ref-type="bibr" rid="ref5">Bekleyen (2009)</xref> revealed some major sources of FL listening anxiety, including low priority of listening in previous FLL, and failure to recognize the spoken form of word, phrase or sentence. <xref ref-type="bibr" rid="ref26">Jiang and Dewaele (2019)</xref> uncovered a number of factors contributing to FL class anxiety, including exams and quizzes, speaking in front of the class without preparation, challenging classroom activities, and teacher questioning. <xref ref-type="bibr" rid="ref4">Bashori et al. (2021)</xref> identified insufficient vocabulary knowledge as one of the factors provoking FL speaking anxiety. Besides, speaking strategies, willingness to communicate, speaking self-efficacy and speaking proficiency were found to have positive direct effects on FLA (<xref ref-type="bibr" rid="ref59">Sun and Teng, 2021</xref>). Of note, <xref ref-type="bibr" rid="ref74">Zare et al. (2022)</xref> focused on FLA outside the traditional face-to-face classroom and found that autonomous learning was the source of the participants&#x2019; anxiety during the data-driven FFL.</p>
</sec>
<sec id="sec16">
<title>Correlation of FLA with other variables</title>
<p>Some studies (<italic>n</italic> =&#x2009;5, 10.20%) explored the correlation of FLA with demographic variables of the participants. <xref ref-type="bibr" rid="ref50">Park and French (2013)</xref> found female students had significantly higher levels of FLA than male students. However, <xref ref-type="bibr" rid="ref27">Jiang and Dewaele (2020)</xref> found gender and ethnic affiliation were not correlated with FLA while geographical background and experience in traveling abroad had a weak correlation with FLA. Similarly, <xref ref-type="bibr" rid="ref46">Matsuda and Gobel (2004)</xref> found EFL learners with overseas experience experienced lower anxiety when speaking English and gender did not have a significant effect on FLA. However, <xref ref-type="bibr" rid="ref70">Yim (2014)</xref> found gender had a significant effect of FLA. The discrepancies in the correlation with demographic variables may be attributed to the different samples or the possibility that male learners are not inclined to willingly admit anxiety than female learners (<xref ref-type="bibr" rid="ref66">Williams, 1996</xref>; <xref ref-type="bibr" rid="ref49">Pappamihiel, 2002</xref>).</p>
<p>A number of studies (<italic>n</italic> =&#x2009;9, 18.37%) explored the correlation of FLA with academic performance/ achievement. For example, <xref ref-type="bibr" rid="ref52">Pyun et al. (2014)</xref> found that oral achievement of the participants was negatively correlated with FLA. However, <xref ref-type="bibr" rid="ref61">Tsang and Lee (2023)</xref> found FL speaking anxiety was not significantly related to speaking proficiency. <xref ref-type="bibr" rid="ref21">Hamada and Takaki (2021)</xref> found FL reading anxiety had significantly direct effects on course achievement. <xref ref-type="bibr" rid="ref69">Woodrow (2011)</xref> and <xref ref-type="bibr" rid="ref39">Li et al. (2023)</xref> found FL writing anxiety was significantly negatively correlated with writing performance, but FLA did not have a significant prediction on writing achievement (<xref ref-type="bibr" rid="ref39">Li et al., 2023</xref>). Besides, <xref ref-type="bibr" rid="ref25">In&#x2019;nami (2006)</xref> found that test anxiety did not affect FL listening test performance.</p>
<p>Many studies (<italic>n</italic> =&#x2009;19, 38.78%) focused on the correlation of FLA with other student-specific variables, including learning motivation (<xref ref-type="bibr" rid="ref60">Tsai and Liao, 2021</xref>), willingness to communicate (<xref ref-type="bibr" rid="ref34">Lee and Hsieh, 2019</xref>; <xref ref-type="bibr" rid="ref65">Wang H. et al., 2021</xref>), language proficiency (<xref ref-type="bibr" rid="ref27">Jiang and Dewaele, 2020</xref>) and trait emotional intelligence (<xref ref-type="bibr" rid="ref53">Resnik and Dewaele, 2020</xref>; <xref ref-type="bibr" rid="ref38">Li et al., 2021</xref>) among many others. Several studies (<italic>n</italic> =&#x2009;5, 10.20%) focused on the correlation of FLA with teacher-specific variables, such as teachers&#x2019; oral corrective feedback (<xref ref-type="bibr" rid="ref33">Lee, 2016</xref>), perceived teacher emotional support (<xref ref-type="bibr" rid="ref28">Jin and Dewaele, 2018</xref>), and teaching styles (<xref ref-type="bibr" rid="ref6">Briesmaster and Briesmaster-Paredes, 2015</xref>).</p>
</sec>
<sec id="sec17">
<title>Ways to relieve FLA</title>
<p>Ways to relieve FLA was also a topic of immense interest to researchers. Ten studies (20.41%) explored how to relieve or alleviate FLA. <xref ref-type="bibr" rid="ref29">Jin et al. (2021)</xref> and <xref ref-type="bibr" rid="ref2">Alrabai (2022)</xref> applied positive psychology intervention to reduce leaners&#x2019; FLA. <xref ref-type="bibr" rid="ref2">Alrabai (2022)</xref> revealed that the integration of positive and negative emotions in FLL could result in alleviation of FLA among Saudi EFL learners. <xref ref-type="bibr" rid="ref29">Jin et al. (2021)</xref> uncovered that reminiscing about language achievements significantly mitigated the levels of FLA among Chinese EFL learners. Similarly, <xref ref-type="bibr" rid="ref35">Lee et al. (2023)</xref> found that constructing learners&#x2019; growth language mindset relieved their FLA.</p>
<p>Besides, <xref ref-type="bibr" rid="ref60">Tsai and Liao (2021)</xref> found using machine translation systems had a positive effect on lowering FLA among EFL learners in Taiwan. <xref ref-type="bibr" rid="ref4">Bashori et al. (2021)</xref> investigated the potential effects of Automatic Speech Recognition-based websites on EFL learners&#x2019; vocabulary, FLA and FLE. Other studies found that self-regulatory strategies (<xref ref-type="bibr" rid="ref19">Guo et al., 2018</xref>), recasts (<xref ref-type="bibr" rid="ref36">Li, 2018</xref>), and translanguaging (<xref ref-type="bibr" rid="ref13">Dryden et al., 2021</xref>) had a significant effect on mitigating the levels of FLA among EFL learners. Of note, <xref ref-type="bibr" rid="ref32">Kralova et al. (2017)</xref> employed psycho-social training as a strategy to alleviate FLA among 68 Slovak EFL learners.</p>
</sec>
</sec>
</sec>
<sec sec-type="discussion" id="sec18">
<title>Discussion</title>
<p>During the past two decades between 2004 and 2023, <italic>System</italic> has been an ardent supporter of FLA research, committed to probing into and resolving FLA-related problems of foreign language teaching and learning. However, based on the review, some research lacunae are discerned concerning samples, methodologies and themes of FLA research, and some possible directions for future FLA research are also suggested.</p>
<sec id="sec19">
<title>Research samples</title>
<p>Notwithstanding the FLA studies in <italic>System</italic> involved a variety of FL learners as the participants, there was a serious polarization phenomenon concerning the diversity of the research samples. An overwhelmingly large number of the studies focused on FLA among the FL learners in school and few studies focused on FLA among non-school FL learners. Moreover, a majority of the studies explored FLA among undergraduate students, especially the non-English-major university students, and there is a scarcity of studies investigating FLA among students in primary schools, secondary schools, vocational colleges as well as postgraduate students. In terms of geographical distribution of the research samples, most studies focused on FL learners from Asian countries including China, Japan and Iran among many others, and less attention was paid to FL learners from Europe, North America and South America. And no studies on FLA involving FL learners in Africa have been found. Meanwhile, most participants were from urban places, and only a couple of studies explored FLA among rural FL learners (<xref ref-type="bibr" rid="ref21">Hamada and Takaki, 2021</xref>; <xref ref-type="bibr" rid="ref39">Li et al., 2023</xref>). Last but not the least, with regard to the types of FL, a plethora of studies concentrated on English as a FL. Of the 49 retrieved studies, only 4 studies focused on FLA among the participants learning Korean, Arabic, German and Chinese as a FL, respectively.</p>
<p>Future research should diversify the research objects and focus increasing attention on the FLA research among primary school students, secondary school students, vocational college students and non-school FL adult learners, and moderate attention should be paid to the FLA research among preschool children and postgraduate students, so as to avoid the polarization of research samples. Besides, the dominance of English as a <italic>lingua franca</italic> has made English the FL taught in schools around the globe (<xref ref-type="bibr" rid="ref54">Rose et al., 2020</xref>), facilitating FLA studies among EFL learners. However, recent years has witnessed frequent calls for conducting research on teaching and learning of foreign languages other than English (<xref ref-type="bibr" rid="ref75">Zhang et al., 2019</xref>; <xref ref-type="bibr" rid="ref20">Guo et al., 2021</xref>). Future studies can also focus on FLA among learners of foreign languages other than English as well as FL learners in countries and regions outside Asia.</p>
</sec>
<sec id="sec20">
<title>Research methodologies</title>
<p>Notwithstanding an increasing number of studies combined quantitative methods and qualitative methods in recent years, questionnaires were still the staple tool for quantitative data collection, and semi-structured interviews for qualitative data collection. A few mix-methods studies used classroom observation, student journals, field investigation and case studies for qualitative analysis. In addition, the FLCAS was the most popular scale for quantitative data collection and analysis, and only a few studies devised target questionnaires for their research. Moreover, cross-sectional studies far exceeded longitudinal studies, and the average length of time for longitudinal studies were relatively short, lasing about 10&#x2009;weeks. Finally, there were only three comparative studies on FLA, probing into FLA differences among the participants (<xref ref-type="bibr" rid="ref53">Resnik and Dewaele, 2020</xref>; <xref ref-type="bibr" rid="ref21">Hamada and Takaki, 2021</xref>; <xref ref-type="bibr" rid="ref8">Chen et al., 2022</xref>).</p>
<p>Future FLA research should adopt mix-methods studies with qualitative research not just being confined to semi-structured interviews, but embracing a variety of methods, such as classroom observation, video recording, student journals, field investigation, case study and particularly audio-recorded think-aloud protocols. And path analysis and structural equation modeling analysis should be increasingly employed to analyze the quantitative data. Meanwhile, some advanced techniques such as Event-related Potentials (ERP), Positron Emission Tomography (PET) and functional Magnetic Resonance Imaging (fMRI) can be used in future research to analyze FLA from the perspective of neural mechanism by measuring the electromagnetic, blood flow and neuronal activities of the human brain. In addition, it is necessary to devise localized FLA scale with ideal validity and reliability in accordance with the cultural background and educational environment of the country or region where the research objects are located. Moreover, the dynamic nature of FLA requires more longitudinal studies to explain how FLA changes dynamically and what impacts FLA exerts on FLL. Finally, future studies can pay more attention to the comparative study of FLA differences among different groups, which is more conducive to understanding the characteristics and distribution of FLA among different groups of FL learners, so as to put forward targeted strategies to mitigate FLA in FLL.</p>
</sec>
<sec id="sec21">
<title>Research themes</title>
<p>Research themes of the studies on FLA in <italic>System</italic> were of rich variety. However, no research has been found on translation anxiety and interpretation anxiety. Besides, there was a scarcity of research on the effectiveness of alleviating FLA. Studies on strategies to reduce FLA were mostly conducted from the perspective of teachers, and few studies revealed how to alleviate FLA from the perspective of learners. And most of the specific strategies to mitigate FLA were only at the theoretical level, lacking sufficient theoretical and empirical evidence, which were not applicable in practical FL teaching.</p>
<p>The following research themes deserve more attention in future research: translation anxiety and interpretation anxiety, types and effectiveness of strategies for alleviating FLA among different groups of FL learners, FLA among learners of heritage languages as well as non-heritage languages, and comparative studies on the effects of regional locations and mother languages on FLA. Moreover, future studies should not only focus on the theoretical research of FLA, but also carry out more empirical studies on strategies on how to alleviate FLA among different FL learners, such as learners from different regional locations, learners in monolingualism, bilingualism and multilingualism, and the effectiveness of FLA-alleviating strategies.</p>
</sec>
</sec>
<sec sec-type="conclusions" id="sec22">
<title>Conclusion</title>
<p>By reviewing the 49 studies on FLA published in <italic>System</italic> between 2004 and 2023, this paper demonstrates that the journal&#x2019;s commitment to FLA research embraces a wide range of research themes being explored with different research methods. Based on the findings of the review, some research lacunae regarding samples, methodologies and themes of FLA research are discussed, and some possible directions for future FLA research are also suggested.</p>
</sec>
<sec sec-type="data-availability" id="sec23">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="author-contributions" id="sec24">
<title>Author contributions</title>
<p>QY: Writing &#x2013; review &#x0026; editing, Writing &#x2013; original draft.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="sec25">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This work was supported by grants from the Research Project of Humanities, Foreign Languages and Arts, Xi&#x2019;an University of Technology (110-451623011) and the Research Project on Graduate Education and Teaching Reform, Xi&#x2019;an University of Technology (310-252042342).</p>
</sec>
<sec sec-type="COI-statement" id="sec26">
<title>Conflict of interest</title>
<p>The author declares 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 id="sec100" sec-type="disclaimer">
<title>Publisher&#x2019;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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