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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Psychol.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Psychology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Psychol.</abbrev-journal-title>
</journal-title-group>
<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.2025.1601842</article-id><article-version article-version-type="Corrected Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading"><subject>Original Research</subject></subj-group>
</article-categories>
<title-group>
<article-title>Visual prosody in Korean Sign Language: (non)manual cues for boundary and prominence</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Lee</surname>
<given-names>Jungah</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/3017685"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &amp; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x0026; editing</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="investigation" vocab-term-identifier="https://credit.niso.org/contributor-roles/investigation/">Investigation</role>
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</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Choi</surname>
<given-names>Youngju</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/3194341"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Funding acquisition" vocab-term-identifier="https://credit.niso.org/contributor-roles/funding-acquisition/">Funding acquisition</role>
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<aff id="aff1"><label>1</label><institution>Chungbuk National University, Department of General Education</institution>, <city>Chungju</city>, <country country="kr">Republic of Korea</country></aff>
<aff id="aff2"><label>2</label><institution>Chosun University, English Language and Literature Department &#x0026; Department of Applied Linguistics and Sign Languages</institution>, <city>Gwangju</city>, <country country="kr">Republic of Korea</country></aff>
<author-notes><corresp id="c001"><label>&#x002A;</label>Correspondence: Youngju Choi, <email xlink:href="mailto:ychoi1@chosun.ac.kr">ychoi1@chosun.ac.kr</email></corresp></author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2025-10-21">
<day>21</day>
<month>10</month>
<year>2025</year>
</pub-date>
<pub-date publication-format="electronic" date-type="corrected" iso-8601-date="2026-03-19">
<day>19</day>
<month>03</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1601842</elocation-id>
<history>
<date date-type="received">
<day>28</day>
<month>03</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>27</day>
<month>08</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 Lee and Choi.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Lee and Choi</copyright-holder>
<license><ali:license_ref start_date="2025-10-21">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. 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.</license-p>
</license>
</permissions>
<abstract>
<sec>
<title>Introduction</title>
<p>This study examines how manual and nonmanual features contribute to prosodic marking in Korean Sign Language (KSL), particularly for prominence and Accentual Phrase (AP) boundaries. While previous studies have emphasized the role of nonmanuals in marking prosodic boundaries, we investigate whether these cues in KSL primarily serve to indicate prominence, regardless of boundary position.</p>
</sec>
<sec>
<title>Methods</title>
<p>Six adult Deaf KSL signers participated in a controlled card-arrangement task designed to elicit target signs in four prosodic conditions: focused vs. unfocused prominence and AP-initial vs. AP-medial positions. The resulting data were analyzed using Bayesian mixed-effects modeling, with two predictors: prominence (focused vs. unfocused) and boundary position (AP-initial vs. AP-medial). A range of manual and nonmanual features&#x2014;including eye contact, eyebrow movements, and sign duration&#x2014;were annotated and statistically evaluated to determine their association with prosodic prominence and boundary marking in KSL.</p>
</sec>
<sec>
<title>Results</title>
<p>The results showed that prominence had a robust effect on both manual and nonmanual cues. Features like eye contact, furrowed eyebrows, and squinted eyes were significantly more frequent in focused conditions. In contrast, boundary position alone showed minimal impact, with few features differing between AP-initial and AP-medial positions. Although some interaction effects were found, they were not consistent across features.</p>
</sec>
<sec>
<title>Discussion</title>
<p>These findings suggest that KSL prosody is prominence-driven, with nonmanuals functioning as primary markers of focus rather than of AP boundaries. By highlighting the prominence-driven nature of prosodic marking in KSL, this study contributes to a growing body of cross-linguistic research showing that prosodic strategies in sign languages are not uniform but shaped by language-specific implementations.</p>
</sec>
</abstract>
<kwd-group>
<kwd>Korean Sign Language (KSL)</kwd>
<kwd>sign language prosody</kwd>
<kwd>visual prosody</kwd>
<kwd>nonmanual cues</kwd>
<kwd>manual cues</kwd>
<kwd>prominence</kwd>
<kwd>prosodic boundary</kwd>
<kwd>accentual phrase (AP)</kwd>
</kwd-group><funding-group><funding-statement>The author(s) declare that financial support was received for the research and/or publication of this article. Ministry of Education and National Research Foundation of Korea (NRF-2020S1A5C2A04093295).</funding-statement></funding-group>
<counts>
<fig-count count="10"/>
<table-count count="6"/>
<equation-count count="0"/>
<ref-count count="33"/>
<page-count count="11"/>
<word-count count="6898"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Psychology of Language</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>Spoken languages convey grammatical and prosodic information through both segmental and suprasegmental cues. Grammatical markers&#x2014;such as verb inflections in English and sentence-final suffixes in Korean&#x2014;and prosodic features like intonation, stress, and rhythm collaboratively serve to organize syntactic structures, distinguish sentence types, and highlight prominence (<xref ref-type="bibr" rid="ref6">Cho, 2016</xref>; <xref ref-type="bibr" rid="ref17">Jun, 2006</xref>, <xref ref-type="bibr" rid="ref18">2010</xref>).</p>
<p>Sign languages similarly encode grammatical and prosodic structure using both manual articulators (e.g., timing, repetition, size, and location of signs) and nonmanual signals (e.g., facial expressions, head movements, eye gaze, and mouth gestures; <xref ref-type="bibr" rid="ref19">Meier, 1993</xref>; <xref ref-type="bibr" rid="ref4">Brentari, 2010</xref>; <xref ref-type="bibr" rid="ref25">Sandler and Lillo-Martin, 2006</xref>; <xref ref-type="bibr" rid="ref27">Stokoe, 2005</xref>; <xref ref-type="bibr" rid="ref22">Nespor and Sandler, 1999</xref>). Among these, nonmanual features play a particularly salient role in expressing prosodic prominence&#x2014;functions typically realized by pitch accent and stress in spoken languages (<xref ref-type="bibr" rid="ref24">Sandler, 2010</xref>; <xref ref-type="bibr" rid="ref11">Dachkovsky et al., 2013</xref>). Raised eyebrows, widened eyes, head movements, and directed gaze have been identified as key markers of informational focus in many sign languages (<xref ref-type="bibr" rid="ref30">Wilbur, 2000</xref>, <xref ref-type="bibr" rid="ref31">2013</xref>; <xref ref-type="bibr" rid="ref9">Crasborn and Van der Kooij, 2013</xref>; <xref ref-type="bibr" rid="ref13">Fenlon and Brentari 2021</xref>). These cues frequently co-occur in coordinated clusters, generating visually salient markers of prominence. For example, in Sign Language of the Netherlands (NGT) and Italian Sign Language (LIS), prominence is expressed through eyebrow movements, intensified mouthing, and head tilts (<xref ref-type="bibr" rid="ref9">Crasborn and Van der Kooij, 2013</xref>; <xref ref-type="bibr" rid="ref15">Geraci, 2015</xref>; <xref ref-type="bibr" rid="ref3">Branchini and Mantovan, 2020</xref>; <xref ref-type="bibr" rid="ref14">Fontana and Caligiore, 2021</xref>; <xref ref-type="bibr" rid="ref26">Sbranna et al., 2023</xref>).</p>
<p>In spoken languages, prominence is typically realized through prosodic modulation of pitch, stress, and duration to signal focus (<xref ref-type="bibr" rid="ref1">Beckman and Pierrehumbert, 1986</xref>; <xref ref-type="bibr" rid="ref10">Crystal, 2011</xref>). These modulations enhance the perceptual salience of target elements and often influence the articulation of adjacent segments&#x2014;a phenomenon known as prosodic strengthening (<xref ref-type="bibr" rid="ref6">Cho, 2016</xref>; <xref ref-type="bibr" rid="ref20">M&#x00FC;cke and Grice, 2014</xref>). In Korean, prominence commonly appears on focused elements within a prosodic phrase and is phonetically marked by a combination of pitch rise, increased amplitude, and temporal expansion, particularly through pre-boundary lengthening (<xref ref-type="bibr" rid="ref6">Cho, 2016</xref>; <xref ref-type="bibr" rid="ref17">Jun, 2006</xref>). These phonetic cues are closely tied to prosodic structuring: Focus may trigger prosodic restructuring, resulting in the formation of a new Accentual Phrase (AP; <xref ref-type="bibr" rid="ref17">Jun, 2006</xref>), or it may be realized within an existing AP through localized phonetic enhancement in AP-medial positions (<xref ref-type="bibr" rid="ref7">Cho, 2022</xref>). This distinction has generated ongoing theoretical debate about the relationship between prominence and prosodic phrasing.</p>
<p>In Korean Sign Language (KSL), however, the prosodic realization of prominence&#x2014;especially through nonmanual articulations&#x2014;remains underexplored. Prior studies have largely focused on syntactic strategies such as topicalization and focalization (<xref ref-type="bibr" rid="ref21">National Institute of Korean Language, 2021</xref>), while empirical investigations of how prominence is marked prosodically, particularly at levels below the Intonational Phrase (IP), are limited. Although nonmanual features such as head nods and eye gaze have been observed at IP boundaries&#x2014;paralleling patterns in other sign languages&#x2014;it remains unclear whether these cues also function to mark focused elements within smaller prosodic domains like the AP.</p>
<p>Of particular interest is the question of whether KSL signers use (non)manual cues&#x2014;such as eyebrow movement and/or head orientation&#x2014;to mark prominence at the level of the AP. This raises broader theoretical questions about the interaction between boundary and prominence: Does prominence in KSL trigger the formation of a new AP, as in <xref ref-type="bibr" rid="ref17">Jun&#x2019;s (2006)</xref> account of spoken Korean, or can prominence be expressed within an existing AP without boundary modification, as suggested by <xref ref-type="bibr" rid="ref7">Cho (2022)</xref>? Understanding how prominence is encoded at the AP level in KSL not only contributes to our knowledge of sign language prosody but also informs cross-modal comparisons of prosodic systems.</p>
<p>To address these questions, the present study investigates the use of (non)manual features in marking prominence and prosodic boundaries in KSL, focusing specifically on AP boundaries. We analyze several nonmanual cues&#x2014;eye contact, furrowed eyebrows, squinted eyes, wide eyes, mouthing, etc.&#x2014;under controlled conditions manipulating both prominence (focused vs. unfocused) and boundary position (AP-initial vs. AP-medial).</p>
<p>This study is guided by the following research questions:</p>
<list list-type="simple">
<list-item>
<p>(1) How do KSL signers use (non)manual features to mark prominence and prosodic boundaries in natural signing? Specifically, how are these features influenced by prominence condition (focused vs. unfocused) and boundary position (AP-initial vs. AP-medial)?</p>
</list-item>
<list-item>
<p>(2) To what extent do specific nonmanual features preferentially signal either prominence or boundary? Are certain features more frequently associated with focused elements regardless of position?</p>
</list-item>
<list-item>
<p>(3) How do KSL prominence-marking patterns compare to those in spoken Korean and other sign languages? Do similar mechanisms of prosodic enhancement and structuring appear cross-modally?</p>
</list-item>
</list>
<p>By situating KSL within broader typological and theoretical discussions of prosody, this study contributes to a deeper understanding of how modality shapes the interplay between prominence and prosodic structure.</p>
</sec>
<sec sec-type="materials|methods" id="sec2">
<label>2</label>
<title>Materials and methods</title>
<sec id="sec3">
<label>2.1</label>
<title>Participants</title>
<p>Six female Deaf signers (aged 40&#x2013;58) participated in the study. Recruited through personal networks, they were compensated for their time (see <xref ref-type="table" rid="tab1">Table 1</xref> for demographic information)<xref ref-type="fn" rid="fn0001"><sup>1</sup></xref>. Participants completed a background survey and took part in a card arrangement game designed to elicit naturalistic signing and to examine how nonmanual cues mark prominence and AP boundaries in KSL<xref ref-type="fn" rid="fn0002"><sup>2</sup></xref>. A KSL interpreter with over 15&#x202F;years of experience and the second author ensured a comfortable environment. The experimenter, familiar with the KSL community, emphasized voluntary participation and allowed participants to withdraw at any time. Before recording, participants reviewed and signed consent forms (IRB: 2-1041055-AB-N-01-2024-24). All participants had completed higher education and maintained strong connections with Korea&#x2019;s Deaf community.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Demographic information of participants.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th>Demographic information</th>
<th align="left" valign="top">Description</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Mean age</td>
<td align="center" valign="top">47.8 Y (SD: 7.2)</td>
</tr>
<tr>
<td align="left" valign="top">Hometown</td>
<td align="center" valign="top">Chonnam (west southern province)</td>
</tr>
<tr>
<td align="left" valign="top">Mean age of first exposure to KSL</td>
<td align="center" valign="top">10.2 Y (SD: 4.3)</td>
</tr>
<tr>
<td align="left" valign="top">Mean length of using KSL</td>
<td align="center" valign="top">37.5 Y (10.4)</td>
</tr>
<tr>
<td align="left" valign="top">Education background</td>
<td align="center" valign="top">College</td>
</tr>
<tr>
<td align="left" valign="top">Occupation</td>
<td align="center" valign="top">Professional office worker</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>Materials and task design</title>
<p>The target signs consisted of four minimal pairs in KSL&#x2014;<xref ref-type="fn" rid="fn0003"><sup>3</sup></xref><sc>chicken</sc> vs. <sc>silly</sc>, <sc>see</sc> vs. <sc>find</sc>, <sc>practice</sc> vs. <sc>non</sc>-<sc>deaf</sc>, and <sc>pretty</sc> vs. <sc>difficult</sc>&#x2014;differing in one phonological parameter (location, movement, orientation, or handshape). These pairs were chosen to ensure clear phonological contrasts, as minimal pairs inherently differ by only one phonological parameter. This parametric difference allows for precise control of segmental variation, making focus types (focused vs. unfocused) and prosodic conditions (AP-initial vs. AP-medial) more salient and analytically tractable. Supplementary material summarizes the target signs.</p>
<p>To elicit natural prosodic conditions, we employed a card arrangement task inspired by <xref ref-type="bibr" rid="ref8">Choi et al. (2020)</xref>. Participants were asked to respond to spatial prompts by arranging two types of cards: one set depicting lexical signs such as <sc>silly</sc> and <sc>chicken</sc>, and another set displaying images of objects such as trees and flowers. This task was designed to generate discourse contexts in which prosodic marking of prominence and phrasal boundaries could naturally emerge. A key observation from this task was the consistent production of a prosodic pause following the negation sign <sc>no</sc>. In participants&#x2019; responses, <sc>no</sc> reliably marked the end of the preceding prosodic unit and was immediately followed by the onset of a new prosodic phrase. This boundary was perceptually confirmed by both a professional KSL interpreter and the second author, a sign language specialist.</p>
<p>We treated the lexical sign that immediately followed <sc>no</sc>&#x2014;and thus occurred after a prosodic reset&#x2014;as occupying the initial position of a new accentual phrase (AP-initial position). For instance, when the interpreter placed the card depicting the sign <sc>silly</sc> in front of the card with a tree image and asked, &#x201C;Is the tree in front of <sc>chicken</sc>?,&#x201D; the signer responded, &#x201C;No, the tree is in front of <sc>silly</sc>.&#x201D; In this response, <sc>silly</sc> follows a clear pause after <sc>no</sc>, marking the beginning of a new prosodic phrase. Because <sc>silly</sc> is the first lexical item in the phrase and also carries contrastive focus, this condition is classified as AP-initial focused (see <xref ref-type="fig" rid="fig1">Figures 1</xref>, <xref ref-type="fig" rid="fig2">2</xref>).</p>
<list list-type="simple">
<list-item>
<p>(1) AP-initial focused condition</p>
</list-item>
</list>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Card arrangement example for AP-initial focused condition.</p>
</caption>
<graphic xlink:href="fpsyg-16-1601842-g001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Two panels depict different arrangements. The left panel shows a sequence: a tree, "CHICKEN", and "FRONT," with accompanying text discussing a tree in front of "CHICKEN." The right panel shows the same tree with "SILLY" highlighted, discussing the tree in front of "SILLY."</alt-text>
</graphic>
</fig>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Card arrangement example for AP-initial focused condition.</p>
</caption>
<graphic xlink:href="fpsyg-16-1601842-g002.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Two panels contrast interpretations of an arrangement: The left panel features a flower and a person signing "see," labeled "interpreter," asking if the flower is in front of "see." The right panel has the same flower and a person signing "find," with the label "signer," correcting that the flower is in front of "find."</alt-text>
</graphic>
</fig>
<p>For the AP-initial unfocused condition, the same structure was used, but contrastive focus was shifted away from the noun. For example, when the tree was placed behind <sc>silly</sc>, the signer responded, &#x201C;No, the tree is behind <sc>silly</sc>,&#x201D; with the focus on the locative expression <sc>behind</sc> rather than on the noun <sc>silly</sc>. Although <sc>silly</sc> still occupies the AP-initial position, it is not the focused element (see <xref ref-type="fig" rid="fig3">Figures 3</xref>, <xref ref-type="fig" rid="fig4">4</xref>).</p>
<list list-type="simple">
<list-item>
<p>(2) AP-initial unfocused condition</p>
</list-item>
</list>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Card arrangement example for AP-initial unfocused condition.</p>
</caption>
<graphic xlink:href="fpsyg-16-1601842-g003.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Two panels show an interpreter and a signer with different sentence structures about a tree and a person labeled "SILLY". The interpreter's panel says, "TREE SILLY FRONT", asking, "Is the tree in front of SILLY?" The signer's panel, with an orange border highlighting the tree, says, "NO SILLY BEHIND," meaning "No, the tree is behind SILLY."</alt-text>
</graphic>
</fig>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Card arrangement example for AP-initial unfocused condition.</p>
</caption>
<graphic xlink:href="fpsyg-16-1601842-g004.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Two panels show a sign language conversation. The left panel has an interpreter showing a flower in front of a face, asking, "Is the flower in front of FIND?" The right panel has a signer showing a flower behind a face, responding, "No, the flower is behind FIND."</alt-text>
</graphic>
</fig>
<p>To construct the AP-medial conditions, we visually modified the target card by overlaying a color (e.g., <sc>purple</sc>) on the background of the <sc>silly</sc> card. This created a modified sign such as <sc>purple silly</sc>, where the adjective <sc>purple</sc> appears first and the noun <sc>silly</sc> follows. Importantly, this manipulation ensured that <sc>silly</sc> no longer occurred in the AP-initial position but rather in the AP-medial position, following the color modifier.</p>
<p>In the AP-medial focused condition, for instance, the interpreter placed the <sc>purple silly</sc> card in front of the tree card and asked, &#x201C;Is the tree in front of the <sc>purple chicken</sc>?&#x201D; The signer responded, &#x201C;No, the tree is in front of the <sc>purple silly</sc>,&#x201D; shifting contrastive focus from <sc>chicken</sc> to <sc>silly</sc>. Because <sc>silly</sc> appears after the AP-initial modifier <sc>purple</sc>, it is prosodically situated in the AP-medial position, even though it bears informational focus (see <xref ref-type="fig" rid="fig5">Figures 5</xref>, <xref ref-type="fig" rid="fig6">6</xref>).</p>
<list list-type="simple">
<list-item>
<p>(3) AP-medial focused condition</p>
</list-item>
</list>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>Card arrangement example for AP-medial focused condition.</p>
</caption>
<graphic xlink:href="fpsyg-16-1601842-g005.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Illustration showing two panels comparing different sign language interpretations. Left panel: A tree next to a person with the caption "TREE purple CHICKEN FRONT" and the question "Is the tree in front of purple CHICKEN?". Right panel: A person next to a tree with the caption "NO purple SILLY FRONT" and the response "No, the tree is in front of PURPLE SILLY".</alt-text>
</graphic>
</fig>
<fig position="float" id="fig6">
<label>Figure 6</label>
<caption>
<p>Card arrangement example for AP-medial focused condition.</p>
</caption>
<graphic xlink:href="fpsyg-16-1601842-g006.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Interpreter and signer communicate using sign language, accompanied by an illustration of a flower with text in red. The interpreter asks, "Is the flower in front of purple see?" The signer responds, "No, the flower is in front of purple find." The signs include gestures to convey the dialogue.</alt-text>
</graphic>
</fig>
<p>For the AP-medial unfocused condition, the same card design was used, but the focus was shifted to another element. When the <sc>purple silly</sc> card was placed behind the tree and the interpreter asked, &#x201C;Is the tree in front of the <sc>purple silly</sc>?,&#x201D; the signer replied, &#x201C;No, the tree is behind the <sc>purple silly</sc>,&#x201D; assigning contrastive focus to <sc>behind</sc> rather than to the noun phrase. In this case, <sc>silly</sc> remains in the AP-medial position without bearing prosodic prominence (see <xref ref-type="fig" rid="fig7">Figures 7</xref>, <xref ref-type="fig" rid="fig8">8</xref>).</p>
<list list-type="simple">
<list-item>
<p>(4) AP-medial unfocused condition</p>
</list-item>
</list>
<fig position="float" id="fig7">
<label>Figure 7</label>
<caption>
<p>Card arrangement example for AP-medial unfocused condition.</p>
</caption>
<graphic xlink:href="fpsyg-16-1601842-g007.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">On the left, an illustration shows a tree in front of a person with a purple background, labeled by an interpreter: "TREE purple SILLY FRONT" with "Is the tree in front of purple SILLY?" below. On the right, the position is reversed with the person in front and the tree behind, labeled by a signer: "NO purple SILLY BEHIND" with "No, the tree is behind purple SILLY" below.</alt-text>
</graphic>
</fig>
<fig position="float" id="fig8">
<label>Figure 8</label>
<caption>
<p>Card arrangement example for AP-medial unfocused condition.</p>
</caption>
<graphic xlink:href="fpsyg-16-1601842-g008.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Interpreter and signer images showing a flower and a person. On the left, the interpreter asks if the flower is in front of a purple square, using both visual and text cues. On the right, the signer responds that the flower is actually behind the purple square, with indications shown through illustration and text.</alt-text>
</graphic>
</fig>
<p>The card arrangement game was conducted in KSL without pre-scripted sentences or predetermined structures. The provided examples illustrate the study&#x2019;s design and target prosodic conditions but do not constitute fixed experimental prompts (<xref ref-type="bibr" rid="ref8">Choi et al., 2020</xref>). The KSL interpreter and the signers interacted freely to ensure authentic prosodic phrasing and spontaneous responses.</p>
<p>In summary, the determination of AP-initial and AP-medial positions was based on two key observations consistently confirmed across participants: (1) the presence of a prosodic pause immediately following <sc>no</sc>; and (2) the grouping of <sc>purple</sc> and the following target sign into a single Accentual Phrase (AP). These prosodic structures were independently confirmed by a professional KSL interpreter and the second author, a sign language specialist.</p>
</sec>
<sec id="sec5">
<label>2.3</label>
<title>Recording procedure and analyses</title>
<p>Before recording, participants completed a 30-min practice session to familiarize themselves with the target word cards and the card arrangement task. They reviewed the game structure and confirmed their understanding of the rules. Recording took place in a private, controlled setting at C University, with only the KSL interpreter and the signer present to ensure natural interaction. Two high-definition cameras (Panasonic HC-VX1) were positioned to clearly capture the interpreter, the signer, and their upper-body movements (see <xref ref-type="fig" rid="fig9">Figures 9A</xref>,<xref ref-type="fig" rid="fig9">B</xref>). The card arrangement game lasted about an hour, with standardized lighting and room configurations to ensure consistency.</p>
<fig position="float" id="fig9">
<label>Figure 9</label>
<caption>
<p><bold>(A)</bold> (Left) and <bold>(B)</bold> (Right). Camera setting for consistent video recording process.</p>
</caption>
<graphic xlink:href="fpsyg-16-1601842-g009.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Panel A shows a room set with a wooden table surrounded by cushioned chairs and a tripod placed on a carpeted floor. Panel B depicts the same setup from a different angle, with blue curtains in the background and another tripod visible.</alt-text>
</graphic>
</fig>
<p>Each test set was repeated three times in a randomized order, resulting in 971 observations (6 signers &#x00D7; 8 target signs &#x00D7; 2 boundary positions &#x00D7; 2 focus types &#x00D7; 3 repetitions). Of the 971 tokens, 967 lexical sign tokens were analyzed. This number excludes a small set of tokens due to unclear articulation, annotation uncertainty, or occasional omissions by the interpreter during simultaneous translation. These exclusions were necessary to ensure the reliability of prosodic coding and acoustic analysis. <xref ref-type="table" rid="tab2">Table 2</xref> presents the frequency of tokens across boundary position and prominence condition. A trained KSL interpreter transcribed and glossed the nonmanual features following established conventions (see <xref ref-type="table" rid="tab3">Table 3</xref>; FACS and coding systems in KSL; <xref ref-type="bibr" rid="ref9002">Ekman and Friesen, 1978</xref>; <xref ref-type="bibr" rid="ref9001">Cohn et al., 2007</xref>; <xref ref-type="bibr" rid="ref12">Dachkovsky and Sandler, 2009</xref>, <xref ref-type="bibr" rid="ref11">Dachkovsky et al., 2013</xref>; <xref ref-type="bibr" rid="ref21">National Institute of Korean Language, 2021</xref>). The interpreter, with over 15&#x202F;years of experience working with KSL, collaborated with the second author to apply a structured coding protocol. To ensure both accuracy and consistency, the first author and the corresponding author conducted a final review of the transcriptions for quality assurance. The annotated dataset is provided as supplementary material (OSF repository).<xref ref-type="fn" rid="fn0004"><sup>4</sup></xref>,<xref ref-type="fn" rid="fn0005"><sup>5</sup></xref></p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>The number of tokens across boundary and prominence condition.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Boundary</th>
<th align="left" valign="top">Prominence</th>
<th align="center" valign="top">The number of tokens (frequency)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" rowspan="2">AP-initial position</td>
<td align="left" valign="top">Focused</td>
<td align="center" valign="top">281</td>
</tr>
<tr>
<td align="left" valign="top">Unfocused</td>
<td align="center" valign="top">206</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">AP-medial position</td>
<td align="left" valign="top">Focused</td>
<td align="center" valign="top">269</td>
</tr>
<tr>
<td align="left" valign="top">Unfocused</td>
<td align="center" valign="top">211</td>
</tr>
<tr>
<td align="left" valign="top" colspan="2">Total</td>
<td align="center" valign="top">967</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Glossing &#x0026; coding of (non)manual features.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" colspan="5">Nonmanual features</th>
<th align="left" valign="top" colspan="5">Manual features</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Eyebrows</td>
<td align="left" valign="top">Eyes</td>
<td align="left" valign="top">Mouth</td>
<td align="left" valign="top">Head</td>
<td align="left" valign="top">Upper body</td>
<td align="left" valign="top">Space</td>
<td align="left" valign="top">Speed</td>
<td align="left" valign="top">Pause</td>
<td align="left" valign="top">Hold</td>
<td align="left" valign="top">Intensity</td>
</tr>
<tr>
<td align="left" valign="top">raise</td>
<td align="left" valign="top">squint</td>
<td align="left" valign="top">mouth gesture</td>
<td align="left" valign="top">head forward</td>
<td align="left" valign="top">narrow shoulder</td>
<td align="left" valign="top">small</td>
<td align="left" valign="top">slow</td>
<td align="left" valign="top">short</td>
<td align="left" valign="top">short</td>
<td align="left" valign="top">soft</td>
</tr>
<tr>
<td align="left" valign="top">grimace</td>
<td align="left" valign="top">wide open</td>
<td align="left" valign="top">mouthing</td>
<td align="left" valign="top">head nod</td>
<td align="left" valign="top">lowering shoulders</td>
<td align="left" valign="top" rowspan="5">big</td>
<td align="left" valign="top" rowspan="5">fast</td>
<td align="left" valign="top" rowspan="5">long</td>
<td align="left" valign="top" rowspan="5">long</td>
<td align="left" valign="top" rowspan="5">intense</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="4">lowering</td>
<td align="left" valign="top" rowspan="4">contact (intense gaze)</td>
<td align="left" valign="top">lip rounding</td>
<td align="left" valign="top">head up</td>
<td align="left" valign="top">bending the upper body</td>
</tr>
<tr>
<td align="left" valign="top">pucker</td>
<td align="left" valign="top">head down</td>
<td align="left" valign="top">lean back</td>
</tr>
<tr>
<td align="left" valign="top">tight lips</td>
<td align="left" valign="top">lean left</td>
<td align="left" valign="top" rowspan="2">lean left or right</td>
</tr>
<tr>
<td align="left" valign="top">upper lip raise</td>
<td align="left" valign="top">lean right</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Prosodic boundaries in this study were identified using a data-driven approach based on observable (non)manual cues in the signers&#x2019; productions, including pauses, final-sign lengthening, holds, and the initiation of nonmanual signals. Importantly, the identification of prosodic boundaries was driven by perceptual and visual evidence emerging from signers&#x2019; actual productions, rather than by syntactic structure. This approach ensured that prosodic segmentation reflected naturally occurring signing patterns. By integrating general prosodic theory with KSL-specific discourse organization, our approach ensures theoretical rigor while remaining sensitive to the modality-specific nature of sign language prosody.</p>
</sec>
</sec>
<sec sec-type="results" id="sec6">
<label>3</label>
<title>Results</title>
<p>To investigate the effects of prominence (focused vs. unfocused) and boundary (AP-initial vs. AP-medial) on the frequency of (non)manual features, we conducted statistical analyses using R version 4.0.2 (<xref ref-type="bibr" rid="ref23">R Core Team, 2019</xref>) with the tidyverse package version 1.3.0 (<xref ref-type="bibr" rid="ref29">Wickham et al., 2019</xref>). Effect sizes (Cohen&#x2019;s <italic>d</italic>) were computed using the effsize package version 0.8.0 (<xref ref-type="bibr" rid="ref28">Torchiano, 2020</xref>). Bayesian mixed-effects regression models were implemented with brms (version 2.13.3; <xref ref-type="bibr" rid="ref5">B&#x00FC;rkner, 2017</xref>). The Bayesian mixed models were specified with (Non)manual Features as the dependent variable and boundary (AP-initial vs. AP-medial) and prominence (focused vs. unfocused) as fixed effects, along with their interaction. Random effects included by-Signer intercepts to account for individual variability. Models were run using four Markov chain Monte Carlo (MCMC) chains with 6,000 iterations per chain, including 3,000 warm-up iterations, yielding a total of 12,000 post-warmup draws. Convergence diagnostics were assessed using <italic>R&#x0302;</italic> values, with all parameters reaching <italic>R&#x0302;</italic> &#x2248; 1.00, indicating proper mixing. Effective sample sizes (Bulk_ESS and Tail_ESS) were also examined to confirm model reliability.</p>
<list list-type="simple">
<list-item>
<p>(1) (Non)manual Features ~ Boundary&#x002A;Prominence + (1|Signer)</p>
</list-item>
</list>
<p><xref ref-type="fig" rid="fig10">Figure 10</xref> presents the frequency of (non)manual features across prominence and boundary conditions. First, <xref ref-type="table" rid="tab4">Table 4</xref> presents the effects of prominence (focused vs. unfocused). Prominence showed significant and systematic effects on (non)manual features. Several nonmanual features were significantly more frequent in focused conditions, including eye contact (<italic>&#x03B2;</italic>&#x202F;=&#x202F;&#x2212;1.54, SE&#x202F;=&#x202F;0.46, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.01), furrowed eyebrows (<italic>&#x03B2;</italic>&#x202F;=&#x202F;&#x2212;1.50, SE&#x202F;=&#x202F;0.47, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.01), raised eyebrows (<italic>&#x03B2;</italic>&#x202F;=&#x202F;&#x2212;2.43, SE&#x202F;=&#x202F;0.57, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001), squinted eyes (<italic>&#x03B2;</italic>&#x202F;=&#x202F;&#x2212;2.07, SE&#x202F;=&#x202F;0.70, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.01), wide eyes (<italic>&#x03B2;</italic>&#x202F;=&#x202F;&#x2212;2.97, SE&#x202F;=&#x202F;0.72, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001), head down (<italic>&#x03B2;</italic>&#x202F;=&#x202F;&#x2212;1.24, SE&#x202F;=&#x202F;0.58, <italic>p</italic>&#x202F;=&#x202F;0.033), and leaning left (<italic>&#x03B2;</italic>&#x202F;=&#x202F;&#x2212;1.73, SE&#x202F;=&#x202F;0.56, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.01). In contrast, features such as head up (<italic>&#x03B2;</italic>&#x202F;=&#x202F;0.82, SE&#x202F;=&#x202F;1.29, <italic>p</italic>&#x202F;&#x003E;&#x202F;0.05) and intense signing (<italic>&#x03B2;</italic>&#x202F;=&#x202F;0.38, SE&#x202F;=&#x202F;0.77, <italic>p</italic>&#x202F;&#x003E;&#x202F;0.05) did not differ significantly between focused and unfocused conditions. These results underscore prominence as a key driver of nonmanual feature use in KSL, particularly for eye- and eyebrow-related movements.</p>
<fig position="float" id="fig10">
<label>Figure 10</label>
<caption>
<p>Interaction between boundary and prominence on (non)manual feature frequency.</p>
</caption>
<graphic xlink:href="fpsyg-16-1601842-g010.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Bar chart titled "Interaction Between Boundary and Prominence on Nonmanual Feature Frequency" showing nonmanual feature frequency percentages. Two groups, "AP-initial" and "AP-medial", are compared. "Focused" is in blue, showing higher frequencies than "Unfocused" in orange for both boundary positions.</alt-text>
</graphic>
</fig>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>Prominence effects on (non)manual features.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">(Non)manual feature</th>
<th align="center" valign="top">
<italic>&#x03B2;</italic>
</th>
<th align="center" valign="top">SE</th>
<th align="center" valign="top">95% CI (Lower)</th>
<th align="center" valign="top">95% CI (Upper)</th>
<th align="center" valign="top"><italic>p</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Eye contact</td>
<td align="center" valign="middle">&#x2212;1.54</td>
<td align="center" valign="middle">0.46</td>
<td align="center" valign="middle">&#x2212;2.44</td>
<td align="center" valign="middle">&#x2212;0.64</td>
<td align="center" valign="middle">0.001</td>
</tr>
<tr>
<td align="left" valign="middle">Wide eyes</td>
<td align="center" valign="middle">&#x2212;2.97</td>
<td align="center" valign="middle">0.72</td>
<td align="center" valign="middle">&#x2212;4.38</td>
<td align="center" valign="middle">&#x2212;1.56</td>
<td align="center" valign="middle">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="middle">Squinted eyes</td>
<td align="center" valign="middle">&#x2212;2.07</td>
<td align="center" valign="middle">0.7</td>
<td align="center" valign="middle">&#x2212;3.44</td>
<td align="center" valign="middle">&#x2212;0.70</td>
<td align="center" valign="middle">0.003</td>
</tr>
<tr>
<td align="left" valign="middle">Furrowed eyebrows</td>
<td align="center" valign="middle">&#x2212;1.5</td>
<td align="center" valign="middle">0.47</td>
<td align="center" valign="middle">&#x2212;2.42</td>
<td align="center" valign="middle">&#x2212;0.58</td>
<td align="center" valign="middle">0.001</td>
</tr>
<tr>
<td align="left" valign="middle">Raised eyebrows</td>
<td align="center" valign="middle">&#x2212;2.43</td>
<td align="center" valign="middle">0.57</td>
<td align="center" valign="middle">&#x2212;3.55</td>
<td align="center" valign="middle">&#x2212;1.31</td>
<td align="center" valign="middle">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="middle">Head down</td>
<td align="center" valign="middle">&#x2212;1.24</td>
<td align="center" valign="middle">0.58</td>
<td align="center" valign="middle">&#x2212;2.38</td>
<td align="center" valign="middle">&#x2212;0.10</td>
<td align="center" valign="middle">0.033</td>
</tr>
<tr>
<td align="left" valign="middle">Head up</td>
<td align="center" valign="middle">0.82</td>
<td align="center" valign="middle">1.29</td>
<td align="center" valign="middle">&#x2212;1.71</td>
<td align="center" valign="middle">&#x2212;3.35</td>
<td align="center" valign="middle">0.525</td>
</tr>
<tr>
<td align="left" valign="middle">Leaning left</td>
<td align="center" valign="middle">&#x2212;1.73</td>
<td align="center" valign="middle">0.56</td>
<td align="center" valign="middle">&#x2212;2.83</td>
<td align="center" valign="middle">&#x2212;0.63</td>
<td align="center" valign="middle">0.002</td>
</tr>
<tr>
<td align="left" valign="middle">Intense signing</td>
<td align="center" valign="middle">0.38</td>
<td align="center" valign="middle">0.77</td>
<td align="center" valign="top">&#x2212;1.13</td>
<td align="center" valign="middle">1.89</td>
<td align="center" valign="middle">0.622</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Notes: Coefficients (&#x03B2;) are reported with SE, two-sided Wald 95% CIs (&#x03B2; &#x00B1; 1.96&#x00B7;SE), and p-values. Reference levels:Boundary = AP-medial, Prominence = Unfocused. Thus a negative &#x03B2; for Prominence indicates higher frequency in Focused than in Unfocused; a positive &#x03B2; for Boundary indicates AP-initial &#x003E; AP-medial. Minus signs are true &#x201C;&#x2212;&#x201D;; SE/CI rounded to two decimals.</p>
</table-wrap-foot>
</table-wrap>
<p>Next, the effects of boundary position (AP-initial vs. AP-medial) are summarized in <xref ref-type="table" rid="tab5">Table 5</xref>. Overall, there was limited evidence supporting a significant increase in the frequency of (non)manual features in AP-initial positions compared to AP-medial positions. Moreover, most coefficients associated with AP-initial conditions were close to zero and statistically insignificant. Specifically, eye contact (<italic>&#x03B2;</italic>&#x202F;=&#x202F;0.20, SE&#x202F;=&#x202F;0.48, <italic>p</italic>&#x202F;&#x003E;&#x202F;0.05) and furrowed eyebrows (<italic>&#x03B2;</italic>&#x202F;=&#x202F;&#x2212;0.10, SE&#x202F;=&#x202F;0.48, <italic>p</italic>&#x202F;&#x003E;&#x202F;0.05) showed no significant differences between positions. However, squinted eyes tended to be less frequent in AP- initial positions, but this did not reach significance (<italic>&#x03B2;</italic>&#x202F;=&#x202F;&#x2212;2.32, 95% CI [&#x2212;4.93, 0.29], <italic>p</italic>&#x202F;=&#x202F;0.081). Features such as head up (<italic>&#x03B2;</italic>&#x202F;=&#x202F;1.93, SE&#x202F;=&#x202F;1.40, <italic>p</italic>&#x202F;&#x003E;&#x202F;0.05) and intense signing (<italic>&#x03B2;</italic>&#x202F;=&#x202F;0.72, SE&#x202F;=&#x202F;0.89, <italic>p</italic>&#x202F;&#x003E;&#x202F;0.05) displayed non-significant trends toward increased frequency in AP-initial positions, suggesting weak but not robust boundary-marking tendencies.</p>
<table-wrap position="float" id="tab5">
<label>Table 5</label>
<caption>
<p>Boundary effects on (non)manual features.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">(Non)manual feature</th>
<th align="center" valign="top">
<italic>&#x03B2;</italic>
</th>
<th align="center" valign="top">SE</th>
<th align="center" valign="top">95% CI (Lower)</th>
<th align="center" valign="top">95% CI (Upper)</th>
<th align="center" valign="top"><italic>p</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Eye contact</td>
<td align="center" valign="middle">0.2</td>
<td align="center" valign="middle">0.48</td>
<td align="center" valign="middle">&#x2212;0.74</td>
<td align="center" valign="middle">1.14</td>
<td align="center" valign="middle">0.677</td>
</tr>
<tr>
<td align="left" valign="middle">Wide eyes</td>
<td align="center" valign="middle">0.2</td>
<td align="center" valign="middle">0.59</td>
<td align="center" valign="middle">&#x2212;0.96</td>
<td align="center" valign="middle">1.36</td>
<td align="center" valign="middle">0.735</td>
</tr>
<tr>
<td align="left" valign="middle">Squinted eyes</td>
<td align="center" valign="middle">&#x2212;2.32</td>
<td align="center" valign="middle">1.33</td>
<td align="center" valign="middle">&#x2212;4.93</td>
<td align="center" valign="middle">0.29</td>
<td align="center" valign="middle">0.081</td>
</tr>
<tr>
<td align="left" valign="middle">Furrowed eyebrows</td>
<td align="center" valign="middle">&#x2212;0.1</td>
<td align="center" valign="middle">0.48</td>
<td align="center" valign="middle">&#x2212;1.04</td>
<td align="center" valign="middle">0.84</td>
<td align="center" valign="middle">0.835</td>
</tr>
<tr>
<td align="left" valign="middle">Raised eyebrows</td>
<td align="center" valign="middle">0.71</td>
<td align="center" valign="middle">0.54</td>
<td align="center" valign="middle">&#x2212;0.35</td>
<td align="center" valign="middle">1.77</td>
<td align="center" valign="middle">0.189</td>
</tr>
<tr>
<td align="left" valign="middle">Head down</td>
<td align="center" valign="middle">0.16</td>
<td align="center" valign="middle">0.61</td>
<td align="center" valign="middle">&#x2212;1.04</td>
<td align="center" valign="middle">1.36</td>
<td align="center" valign="middle">0.793</td>
</tr>
<tr>
<td align="left" valign="middle">Head up</td>
<td align="center" valign="middle">1.93</td>
<td align="center" valign="middle">1.4</td>
<td align="center" valign="middle">&#x2212;0.81</td>
<td align="center" valign="middle">4.67</td>
<td align="center" valign="middle">0.168</td>
</tr>
<tr>
<td align="left" valign="middle">Leaning left</td>
<td align="center" valign="middle">&#x2212;0.09</td>
<td align="center" valign="middle">0.61</td>
<td align="center" valign="middle">&#x2212;1.29</td>
<td align="center" valign="middle">1.11</td>
<td align="center" valign="middle">0.883</td>
</tr>
<tr>
<td align="left" valign="middle">Intense signing</td>
<td align="center" valign="middle">0.72</td>
<td align="center" valign="middle">0.89</td>
<td align="center" valign="middle">&#x2212;1.02</td>
<td align="center" valign="middle">2.46</td>
<td align="center" valign="middle">0.419</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Notes: Coefficients (&#x03B2;) are reported with SE, two-sided Wald 95% CIs (&#x03B2; &#x00B1; 1.96&#x00B7;SE), and p-values. Reference levels:Boundary = AP-medial, Prominence = Unfocused. Thus a negative &#x03B2; for Prominence indicates higher frequency in Focused than in Unfocused; a positive &#x03B2; for Boundary indicates AP-initial &#x003E; AP-medial. Minus signs are true &#x201C;&#x2212;&#x201D;; SE/CI rounded to two decimals.</p>
</table-wrap-foot>
</table-wrap>
<p>Finally, the interaction between prominence and boundary conditions was examined (<xref ref-type="table" rid="tab6">Table 6</xref>) to assess whether prominence systematically increased nonmanual feature usage specifically at AP-initial boundaries. At the feature level, all Boundary &#x00D7; Prominence coefficients had 95% confidence intervals that overlapped zero (<xref ref-type="table" rid="tab6">Table 6</xref>), indicating no reliable interactions for individual features. By contrast, the model-level interaction term was statistically significant (<italic>&#x03B2;</italic>&#x202F;=&#x202F;1.10, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05), but this average effect did not translate into consistent, feature-specific patterns. For instance, eye contact (<italic>&#x03B2;</italic>&#x202F;=&#x202F;&#x2212;0.12, SE&#x202F;=&#x202F;0.53, <italic>p</italic>&#x202F;&#x003E;&#x202F;0.05), furrowed eyebrows (<italic>&#x03B2;</italic>&#x202F;=&#x202F;0.25, SE&#x202F;=&#x202F;0.54, <italic>p</italic>&#x202F;&#x003E;&#x202F;0.05), and head up (<italic>&#x03B2;</italic>&#x202F;=&#x202F;&#x2212;2.29, SE&#x202F;=&#x202F;1.49, <italic>p</italic>&#x202F;&#x003E;&#x202F;0.05) were not significantly affected by the interaction between boundary and prominence. Thus, while prominence substantially increased the frequency of (non)manual features, this effect did not uniformly depend on boundary position, suggesting that prominence operates relatively independently from boundary cues in KSL prosody.<xref ref-type="fn" rid="fn0006"><sup>6</sup></xref> Taken together, these results suggest that prominence robustly increases (non)manual frequency irrespective of boundary position, with no systematic amplification at AP-initial.</p>
<table-wrap position="float" id="tab6">
<label>Table 6</label>
<caption>
<p>Boundary x prominence effects on (non)manual features.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">(Non)manual feature</th>
<th align="center" valign="top">
<italic>&#x03B2;</italic>
</th>
<th align="center" valign="top">SE</th>
<th align="center" valign="top">95% CI (Lower)</th>
<th align="center" valign="top">95% CI (Upper)</th>
<th align="center" valign="top"><italic>p</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle">Eye contact</td>
<td align="center" valign="middle">&#x2212;0.12</td>
<td align="center" valign="middle">0.53</td>
<td align="center" valign="middle">&#x2212;1.16</td>
<td align="center" valign="middle">0.92</td>
<td align="center" valign="middle">0.821</td>
</tr>
<tr>
<td align="left" valign="middle">Wide eyes</td>
<td align="center" valign="middle">0.57</td>
<td align="center" valign="middle">0.85</td>
<td align="center" valign="middle">&#x2212;1.10</td>
<td align="center" valign="middle">2.24</td>
<td align="center" valign="middle">0.502</td>
</tr>
<tr>
<td align="left" valign="middle">Squinted eyes</td>
<td align="center" valign="middle">1.93</td>
<td align="center" valign="middle">1.48</td>
<td align="center" valign="middle">&#x2212;0.97</td>
<td align="center" valign="middle">4.83</td>
<td align="center" valign="middle">0.192</td>
</tr>
<tr>
<td align="left" valign="middle">Furrowed eyebrows</td>
<td align="center" valign="middle">0.25</td>
<td align="center" valign="middle">0.54</td>
<td align="center" valign="middle">&#x2212;0.97</td>
<td align="center" valign="middle">1.31</td>
<td align="center" valign="middle">0.643</td>
</tr>
<tr>
<td align="left" valign="middle">Raised eyebrows</td>
<td align="center" valign="middle">&#x2212;0.41</td>
<td align="center" valign="middle">0.7</td>
<td align="center" valign="middle">&#x2212;1.78</td>
<td align="center" valign="middle">0.96</td>
<td align="center" valign="middle">0.558</td>
</tr>
<tr>
<td align="left" valign="middle">Head down</td>
<td align="center" valign="middle">&#x2212;0.23</td>
<td align="center" valign="middle">0.71</td>
<td align="center" valign="middle">&#x2212;1.62</td>
<td align="center" valign="middle">1.16</td>
<td align="center" valign="middle">0.746</td>
</tr>
<tr>
<td align="left" valign="middle">Head up</td>
<td align="center" valign="middle">&#x2212;2.29</td>
<td align="center" valign="middle">1.49</td>
<td align="center" valign="middle">&#x2212;5.21</td>
<td align="center" valign="middle">0.63</td>
<td align="center" valign="middle">0.124</td>
</tr>
<tr>
<td align="left" valign="middle">Leaning left</td>
<td align="center" valign="middle">0.11</td>
<td align="center" valign="middle">0.74</td>
<td align="center" valign="middle">&#x2212;1.34</td>
<td align="center" valign="middle">1.56</td>
<td align="center" valign="middle">0.882</td>
</tr>
<tr>
<td align="left" valign="middle">Intense signing (manual feature)</td>
<td align="center" valign="middle">&#x2212;0.96</td>
<td align="center" valign="middle">0.96</td>
<td align="center" valign="middle">&#x2212;2.84</td>
<td align="center" valign="middle">0.92</td>
<td align="center" valign="middle">0.317</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Notes: Coefficients (&#x03B2;) are reported with SE, two-sided Wald 95% CIs (&#x03B2; &#x00B1; 1.96&#x00B7;SE), and p-values. Reference levels:Boundary = AP-medial, Prominence = Unfocused. Thus a negative &#x03B2; for Prominence indicates higher frequency in Focused than in Unfocused; a positive &#x03B2; for Boundary indicates AP-initial &#x003E; AP-medial. Minus signs are true &#x201C;&#x2212;&#x201D;; SE/CI rounded to two decimals.</p>
</table-wrap-foot>
</table-wrap>
<p>To support the statistical findings, we provide illustrative examples showing how (non)manual features varied across prominence and boundary conditions. In (5) how nonmanual markers are used for <sc>silly</sc> under the AP-initial focused condition is presented. In this condition, signers consistently produced a cluster of (non)manual cues associated with prominence&#x2014;specifically mouthing, furrowed eyebrows, raised eyebrows, head up, and eye contact. These nonmanual signals were frequently accompanied by manual articulatory features, such as a slower signing rate and sign lengthening. Together, these observations suggest that prosodic prominence in KSL is expressed through the coordinated use of both manual and nonmanual cues, particularly when a focused element occurs at the beginning of an Accentual Phrase.</p>
<list list-type="simple">
<list-item>
<p>(5) AP-initial positions (Focused)</p>
</list-item>
</list>
<p><inline-graphic xlink:href="fpsyg-16-1601842-i001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">A series of four images showing a person using sign language against a solid blue background. The first image shows the sign for "NO" with the person making a hand gesture. The second and third images depict the sign for "SILLY" with the person employing different hand motions and facial expressions. The fourth image illustrates the sign for "FRONT" with a distinct gesture. Throughout, the person displays mouthing, furrowed eyebrows, raised eyebrows, head up, and eye contact. Text below describes the meaning of the signs.</alt-text>
</inline-graphic></p>
<p>Next, in the AP-initial unfocused condition, only raised eyebrows and head lean left were observed. Notably, eye contact was not present, as seen in (6). This suggests that, in the absence of prominence, certain nonmanual cues&#x2014;such as eye contact&#x2014;may not be triggered, even at AP-initial positions.</p>
<list list-type="simple">
<list-item>
<p>(6) AP-initial positions (Unfocused)</p>
</list-item>
</list>
<p><inline-graphic xlink:href="fpsyg-16-1601842-i002.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Three-panel image showing a person signing in American Sign Language against a blue background. The first panel shows the sign for "NO" with an expression of disagreement. The second panel shows the sign for "SILLY" with a playful expression. The third panel displays the sign for "BEHIND," indicating position. The caption describes the expression: raised eyebrows, head leaning left, indicating the meaning: "No, the tree (card) is behind (the card including the sign) SILLY."</alt-text>
</inline-graphic></p>
<p>In the AP-medial focused condition, the sign <sc>silly</sc> was accompanied by raised eyebrows, eye contact, and mouthing, as seen in (7). This indicates that, even in AP-medial positions, eye contact can still emerge as a cue for prominence when the sign is in focus.</p>
<list list-type="simple">
<list-item>
<p>(7) AP-medial positions (Focused)</p>
</list-item>
</list>
<p><inline-graphic xlink:href="fpsyg-16-1601842-i003.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">A person is demonstrating a series of American Sign Language (ASL) signs against a blue background. The sequence captures signs for "NO," "PURPLE," "SILLY," and "FRONT." Each image shows different facial expressions, including mouthing, raised eyebrows, and eye contact, to emphasize meaning. The context provided describes the phrase: "No, the tree (card) is in front of (the purple colored card including the sign) SILLY."</alt-text>
</inline-graphic></p>
<p>Finally, in the AP-medial unfocused condition, only mouthing was observed, with minimal use of other nonmanual feature, as seen in (8). Again, prominence-related cues such as eye contact were absent.</p>
<list list-type="simple">
<list-item>
<p>(8) AP-medial positions (Unfocused)</p>
</list-item>
</list>
<p><inline-graphic xlink:href="fpsyg-16-1601842-i004.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Four images show a person using sign language against a blue background. Each image corresponds to words: first for "No," second for "Purple," third for "Silly," and fourth for "Behind." The person gestures and moves their head left, conveying a message in sign language.</alt-text>
</inline-graphic></p>
<p>These examples are consistent with the quantitative findings, reinforcing the interpretation that prominence plays a more decisive role than boundary position in shaping the distribution of nonmanual features in KSL. Eye-related cues, in particular, were more consistently observed under focused conditions regardless of AP position, whereas postural and head movement cues appeared more frequently at AP-initial boundaries.</p>
<p>Taken together, these patterns suggest that prominence exerts a stronger and more systematic influence on nonmanual articulation than boundary position, with minimal interaction between the two factors.</p>
</sec>
<sec id="sec7">
<label>4</label>
<title>Discussion and conclusion</title>
<p>Our findings clearly demonstrate that nonmanual prosody in KSL is not a random or stylistic choice, but rather a systematic and functionally organized component of the language&#x2019;s prosodic system. Statistical analyses revealed that both prominence (focused vs. unfocused) and boundary position (AP-initial vs. AP-medial) significantly influenced the frequency and type of nonmanual features observed. Specifically, focused signs consistently exhibited a higher frequency of nonmanual cues&#x2014;such as eye contact, furrowed eyebrows, raised eyebrows, wide eyes, head down, and leaning left&#x2014;compared to unfocused signs. These results confirm that nonmanual prosody in KSL plays a critical role in prominence marking, particularly through facial and head articulations.</p>
<p>A feature-specific analysis further revealed that while most nonmanual cues were closely associated with prominence, squinted eyes functioned as a boundary cue, appearing predominantly in AP-initial positions and rarely in AP-medial focused conditions. This fine-grained division of prosodic functions highlights the systematic nature of nonmanual prosody in KSL and underscores the language-specific role of facial and head movements. Unlike previous findings in ISL, where eyebrow movements primarily marked boundaries (<xref ref-type="bibr" rid="ref12">Dachkovsky and Sandler, 2009</xref>), KSL signers predominantly used eyebrow and eye movements as prominence markers. This suggests that prosodic cues are subject to cross-linguistic and cross-modal variation.</p>
<p>Our findings align with <xref ref-type="bibr" rid="ref9">Crasborn and van der Kooij (2013)</xref> observations in NGT, where prominence marking commonly involves the co-occurrence of multiple nonmanual cues rather than a single isolated signal. KSL signers similarly used coordinated facial and head articulations, supporting the view that prominence in sign languages is typically realized through multimodal enhancement.</p>
<p>Importantly, our study contributes to the ongoing theoretical debate on whether focus necessarily triggers prosodic restructuring. In spoken Korean, <xref ref-type="bibr" rid="ref17">Jun (2006)</xref> argued that focus induces the formation of a new AP boundary, whereas <xref ref-type="bibr" rid="ref7">Cho (2022)</xref> demonstrated that prominence can also be realized without prosodic restructuring. Extending this debate to KSL, our results suggest that in KSL, prominence is primarily marked through nonmanual cues independent of prosodic boundary formation, aligning with <xref ref-type="bibr" rid="ref7">Cho (2022)</xref> view. This finding indicates that prominence and boundary marking in KSL are functionally more differentiated, and that prosodic restructuring is not a prerequisite for marking prominence.</p>
<p>Taken together, these findings provide empirical evidence that prosodic strategies in KSL are modality-specific, with a unique emphasis on facial and head movements rather than on spatial or temporal adjustments commonly reported in other sign languages. The systematic use of nonmanual cues in KSL reflects both universal prosodic strategies and language-specific adaptations shaped by the visual-manual modality and the cultural-linguistic context of the Korean Deaf community.</p>
<p>Future studies should further explore larger prosodic units (e.g., IP boundaries) and more spontaneous signing to assess the generalizability of the current findings. Perceptual studies could also investigate how KSL users process nonmanual prosodic cues, providing deeper insights into cue salience and cognitive processing. Additionally, cross-linguistic studies across sign languages (e.g., ASL, JSL, and BSL) and research on the acquisition of nonmanual prosody in KSL learners will be valuable for understanding both universal and language-specific aspects of prosody.</p>
<p>In sum, this study provides the first systematic phonetic-prosodic analysis of prominence and boundary marking in KSL. By demonstrating that prominence can be realized independently of prosodic restructuring, we contribute to a growing body of work that emphasizes the flexibility of prosodic systems across modalities. Our findings position KSL within broader typological and theoretical frameworks of prosody, offering new insights into the cross-modal diversity of prosodic organization.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec8">
<title>Data availability statement</title>
<p>The datasets, analysis scripts and anonymized annotations presented in this study can be found in online repositories. This data can be found here: <ext-link xlink:href="https://osf.io/9duze/?view_only=5c452fd5002a480588b85148ff555019" ext-link-type="uri">https://osf.io/9duze/?view_only=5c452fd5002a480588b85148ff555019</ext-link>.</p>
</sec>
<sec sec-type="ethics-statement" id="sec9">
<title>Ethics statement</title>
<p>This study was approved by the Chosun University IRB (IRB No. 2-1041055-AB-N-01-2024-24). Written informed consent was obtained from all participants prior to participation. Written informed consent was obtained from the individual for the publication of any identifiable images or data included in this article.</p>
</sec>
<sec sec-type="author-contributions" id="sec10">
<title>Author contributions</title>
<p>JL: Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing, Investigation, Software, Methodology, Formal analysis, Visualization. YC: Funding acquisition, Supervision, Validation, Resources, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<sec sec-type="COI-statement" id="sec12">
<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="correction-note" id="sec013">
<title>Correction note</title>
<p>This article has been corrected with minor changes. These changes do not impact the scientific content of the article.</p>
</sec>
<sec sec-type="ai-statement" id="sec13">
<title>Generative AI statement</title>
<p>The author(s) declare that no Gen AI was used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
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<title>Publisher&#x2019;s note</title>
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<fn-group>
<fn id="fn0007" fn-type="custom" custom-type="edited-by"><p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/379518/overview">Kazuya Hayata</ext-link>, Sapporo Gakuin University, Japan</p></fn>
<fn id="fn0008" fn-type="custom" custom-type="reviewed-by"><p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/148179/overview">Dachkovsky Svetlana</ext-link>, University of Haifa, Israel</p><p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3127839/overview">Kunihito Yamamori</ext-link>, University of Miyazaki, Japan</p></fn>
</fn-group>
<fn-group>
<fn id="fn0001"><label>1</label><p>While these participants share similar early exposure to KSL, we avoid the term &#x201C;native signer<italic>&#x201D;</italic> in line with recent discussions in the field (<xref ref-type="bibr" rid="ref2">Bisnath, 2024</xref>; <xref ref-type="bibr" rid="ref16">Hou and Namboodiripad, 2025</xref>), which highlight the diverse pathways of sign language acquisition and call for more precise descriptions of signing backgrounds.</p></fn>
<fn id="fn0002"><label>2</label><p>We acknowledge that the presence and behavior of the interviewer may have influenced participants&#x2019; use of nonmanual cues during the interaction. However, note that was a close hearing family member of a deaf signer and lives in daily contact with the Deaf community. Although not a deaf signer, she is fluent in KSL due to regular interaction with native signers, including her spouse who is also a signer. Future research could systematically control and analyze for interviewer effects to better isolate participant-driven prosodic patterns.</p></fn>
<fn id="fn0003"><label>3</label><p>In KSL, <sc>chicken</sc> and <sc>silly</sc> share the same handshape, movement, and palm orientation, but differ in location: <sc>chicken</sc> is articulated on the forehead, while <sc>silly</sc> is signed on the nose. S<sc>ee</sc> and <sc>find</sc> differ only in movement, while sharing the same handshape, orientation, and location, making them a minimal pair based on movement. The signs <sc>practice</sc> and <sc>non</sc>-<sc>deaf</sc> differ in palm orientation, while maintaining the same handshape, movement, and location, constituting a minimal pair based on orientation. Finally, <sc>pretty</sc> and <sc>difficult</sc> form a minimal pair based on handshape, as all other parameters remain identical.</p></fn>
<fn id="fn0004"><label>4</label><p>Available at: <ext-link xlink:href="https://osf.io/9duze/?view_only=5c452fd5002a480588b85148ff555019" ext-link-type="uri">https://osf.io/9duze/?view_only=5c452fd5002a480588b85148ff555019</ext-link>.</p></fn>
<fn id="fn0005"><label>5</label><p>Although the stimulus sentences were designed to elicit prosodic variation, prosodic segmentation was determined solely by the prosodic patterns that naturally emerged in the signers&#x2019; spontaneous signing, rather than by syntactic structure. To our knowledge, this is the first study to systematically investigate prosodic boundaries and units in KSL using a phonetic-prosodic approach. Prior research on KSL prosody is extremely limited. Some studies have informally distinguished smaller prosodic units such as the Accentual Phrase (AP) below the Intonational Phrase (IP), and the <xref ref-type="bibr" rid="ref21">National Institute of Korean Language (2021)</xref> briefly notes that phrase boundaries in KSL may be indicated by pauses and final sign lengthening, particularly preceding IP-initial positions. In KSL, it has been reported that pauses and manual cues such as sign lengthening often occur before IP-initial positions. However, little is known about how nonmanual cues&#x2014;such as head movements, facial expressions, and eye gaze&#x2014;are distributed at prosodic boundaries, especially between the preceding phrase and the AP-initial position. The current study addresses this gap by independently identifying prosodic units based on observable patterns in natural KSL signing and by systematically analyzing the role of nonmanual cues in boundary marking at the AP level. For the prosodic unit of analysis, we adopted the AP, following empirical observations from the Chosun University Korean Sign Language Corpus. (Non)manual cues were identified based on observable visual cues and were independently validated by a professional KSL interpreter, the second author (a sign language specialist), and native KSL signers.</p></fn>
<fn id="fn0006"><label>6</label><p>Data analysis was conducted by the KSL interpreter. To ensure data reliability, all annotations and analyses were cross-checked by the second author, director of the sign language linguistics research lab and a certified KSL researcher (IRB: 2-1041055-AB-N-01-2024-24).</p></fn>
</fn-group>
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</article>