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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Psychol.</journal-id>
<journal-title>Frontiers in Psychology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Psychol.</abbrev-journal-title>
<issn pub-type="epub">1664-1078</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpsyg.2022.824406</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Psychology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Autonomic Nervous System Response Patterns of Test-Anxious Individuals to Evaluative Stress</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Bian</surname> <given-names>Wenjun</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1586049/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Zhang</surname> <given-names>Xiaocong</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1543452/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Dong</surname> <given-names>Yunying</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/148147/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Psychology, School of Medicine and Holistic Integrated Medicine, Nanjing University of Chinese Medicine</institution>, <addr-line>Nanjing</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>School of Education, Jiangsu University of Technology</institution>, <addr-line>Changzhou</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Jason H. Huang, Baylor Scott and White Health, United States</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Haijun Duan, Shaanxi Normal University, China; Hongyu Xu, Virginia Commonwealth University, United States</p></fn>
<corresp id="c001">&#x002A;Correspondence: Xiaocong Zhang, <email>zhangxiaocong@njucm.edu.cn</email></corresp>
<fn fn-type="other" id="fn004"><p>This article was submitted to Emotion Science, a section of the journal Frontiers in Psychology</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>28</day>
<month>02</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>824406</elocation-id>
<history>
<date date-type="received">
<day>29</day>
<month>11</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>21</day>
<month>01</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2022 Bian, Zhang and Dong.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Bian, Zhang and Dong</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>Test anxiety is a widespread and primarily detrimental emotion in learning and achievement settings. This research aimed to explore the autonomic nervous system (ANS) response patterns of test-anxious individuals in response to evaluative stress. By presenting a standard interview task, an evaluative scenario was effectively induced. Heart rate variability (HRV), a biomarker that can accurately reflect the ANS activity, was used to reflect the physiological responses of 48 high test-anxious subjects and 49 low test-anxious subjects. Results indicate that: (1) both groups show a significantly increased emotional arousal in the evaluative scenario; (2) high test-anxious individuals show a significantly decreased emotional pleasantness in the evaluative scenario, whereas low test-anxious individuals show no significant changes; (3) both groups show a significantly increased low-frequency HRV; (4) high test-anxious individuals show a significantly decreased high-frequency HRV and root mean square of successive heartbeat interval differences (RMSSD), whereas low test-anxious individuals remain stable. These findings suggest that high test-anxious individuals display an increased sympathetic nervous system (SNS) activity and a decreased parasympathetic nervous system (PNS) activity in response to evaluative stress, while low-anxious individuals display an increased SNS activity and a stable PNS activity in response to evaluative stress.</p>
</abstract>
<kwd-group>
<kwd>test anxiety</kwd>
<kwd>HRV</kwd>
<kwd>sympathetic nerve</kwd>
<kwd>parasympathetic nerve</kwd>
<kwd>evaluative stress</kwd>
</kwd-group>
<counts>
<fig-count count="6"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="36"/>
<page-count count="8"/>
<word-count count="5693"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>Introduction</title>
<p>Test anxiety refers to an individual&#x2019;s disposition to respond to excessive worry, intrusive thoughts, mental disorganization, tension, and physiological arousal when exposed to evaluative situations (<xref ref-type="bibr" rid="B34">Zeidner, 2014</xref>). In China, more than 20% of college students, middle school students, and primary school students generally experience high test anxiety (<xref ref-type="bibr" rid="B9">Huang and Zhou, 2019</xref>). Students are frequently confronted with evaluative scenarios, including exams, interviews, public presentations, and athletic competitions. These scenarios that include evaluative elements (i.e., teacher invigilation, scoring by judges, classmate comparison, and video surveillance) easily induce students&#x2019; stress responses, as their performance in these scenarios may affect the opportunities for scholarships, advancement, or employment opportunities. Frequent exposure to evaluative stress is detrimental to students&#x2019; mental and physical health (<xref ref-type="bibr" rid="B15">Loft et al., 2007</xref>).</p>
<p>Test anxiety can amplify individuals&#x2019; stress responses in an evaluative scenario. High test-anxious (HTA) individuals are evaluated for larger cardiovascular stress responses (i.e., increased heart rate, higher systolic and diastolic blood pressure) than low test-anxious (LTA) individuals (<xref ref-type="bibr" rid="B23">Roos et al., 2021</xref>). Studies show that LTA and HTA individuals react differently to physiological arousal signals. LTA individuals typically regard arousal as a positive signal. They are more likely to mobilize additional cognitive resources to handle challenges and put more effort into the current scenario. HTA individuals tend to regard the arousal as a negative signal. They consider the scenario a threat and try to escape to avoid it (<xref ref-type="bibr" rid="B7">Hollandsworth et al., 1979</xref>; <xref ref-type="bibr" rid="B36">Zhang et al., 2015</xref>). Avoiding a threat is an instrumental defense behavior to protect individuals from life-threatening consequences, thus ensuring adaptation to changing environmental conditions (<xref ref-type="bibr" rid="B5">Hamm and Weike, 2005</xref>; <xref ref-type="bibr" rid="B1">Boeke et al., 2017</xref>). If avoidance behaviors become too dominant, they may impair psychosocial function (<xref ref-type="bibr" rid="B12">Krypotos, 2015</xref>). Alternatively, avoidance behavior toward threats occupies attentional resources and causes fewer resources for other cognitive processes (<xref ref-type="bibr" rid="B35">Zhang et al., 2018</xref>; <xref ref-type="bibr" rid="B29">Wei et al., 2021</xref>). These results shed light on the understanding of why HTA individuals typically fail to perform well in exams.</p>
<p>To achieve a more coherent picture of the physiological arousal of test-anxious individuals, researchers are trying to explore the neural mechanism of physiological arousal from the perspective of the autonomic nervous system (ANS). The two branches of the ANS, the sympathetic nervous system (SNS) and the parasympathetic nervous system (PNS), are a coordinated response system underlying physiological arousal, stress, and flight/fight behavior (<xref ref-type="bibr" rid="B17">Porges, 1992</xref>). The SNS would be activated by evaluative scenarios. This activation is evolutionarily regarded as the tuning of the SNS to ensure metabolic resources to defend against attacks (<xref ref-type="bibr" rid="B3">Fanselow, 1994</xref>; <xref ref-type="bibr" rid="B14">Lang et al., 1997</xref>). Although SNS activation is an adaptive response to threats, high levels of SNS activation would have detrimental effects in other aspects. The SNS activation induced by an evaluative scenario makes individuals fatigue and interferes with their performance (<xref ref-type="bibr" rid="B33">Yoshie et al., 2009</xref>). The response of the PNS is related to inhibitory control, attentional regulation, and emotion regulation. The Poly-Vagal theory suggests that the myelinated vagus actively inhibits SNS activation, enabling regulatory behaviors (e.g., self-soothing and inhibiting arousal) that facilitate a calm behavioral state (<xref ref-type="bibr" rid="B18">Porges, 2007</xref>, <xref ref-type="bibr" rid="B19">2009</xref>).</p>
<p>Furthermore, the pairing of the SNS and PNS plays an important role in the stress responses of test-anxious individuals, serving as an important neural mechanism of test anxiety. The ANS has different activation patterns: there are nine pairing patterns of sympathetic and parasympathetic nerves (<xref ref-type="bibr" rid="B32">Yan et al., 2006</xref>). Specifically, in addition to mutually antagonistic patterns, there are other pairing patterns: simultaneous enhancement, simultaneous weakening, or one strengthening and the other unchanged. Up to now, far too little attention has been paid to the ANS response patterns of test-anxious individuals. Previous studies on test anxiety typically employ heart rate (HR) and blood pressure (BP) as measures to assess physiological arousal (<xref ref-type="bibr" rid="B23">Roos et al., 2021</xref>). These measures are innervated by both the SNS and the PNS, so researchers cannot clarify whether physiological arousal is produced by increased SNS activity or decreased PNS activity.</p>
<p>Due to the variety of ANS response patterns, researchers need to select more sensitive measures to distinguish between SNS and PNS activity. HRV, a non-invasive and convenient biomarker, is reliable for studying the mechanism of the SNS and PNS responses (<xref ref-type="bibr" rid="B6">Heiss et al., 2021</xref>). Low-frequency (LF) HRV (0.04&#x2013;0.15 Hz) and high-frequency (HF) HRV (0.15&#x2013;0.40 Hz) are the most commonly used frequency-domain measures. It is generally accepted that LF mainly reflects SNS activity, while HF reflects PNS activity (<xref ref-type="bibr" rid="B8">Holzman and Bridgett, 2017</xref>). Root mean square of successive heartbeat interval differences (RMSSD), a commonly used time-domain measure of heart period variability, can reflect PNS activity (<xref ref-type="bibr" rid="B33">Yoshie et al., 2009</xref>).</p>
<p>The study about the ANS response patterns of test-anxious individuals can provide new insights into treatments for alleviating test anxiety. Previous studies have shown that biofeedback training, relaxation training, and meditation effectively alleviate excessive autonomic arousal of test-anxious individuals (<xref ref-type="bibr" rid="B10">Huntley et al., 2019</xref>). Nevertheless, substantial differences in the ANS mechanism exist among treatments targeting test anxiety. According to research by <xref ref-type="bibr" rid="B31">Wells et al. (2012)</xref>, heart rate variability biofeedback (HRVB) reduces anxiety in a stressful scenario mainly by enhancing PNS activity. <xref ref-type="bibr" rid="B26">Sutarto et al. (2013)</xref> found that HRVB improves cognitive performance by enhancing SNS activity. Based on the controversy about the mechanism of these treatments, the ANS response patterns of test-anxious individuals in response to evaluative stress should be clarified, consequently setting training goals and evaluating training effects more accurately.</p>
<p><xref ref-type="bibr" rid="B20">Putwain et al. (2021)</xref> suggest that future studies should have broader research scenarios to explore the neural mechanism of test anxiety. The interview is one of the most widely used testing methods in large-scale examinations in China (e.g., the national entrance examination for postgraduate and national civil servant examination). During a demanding interview, interviewers can assess interviewees&#x2019; diverse capabilities (e.g., professional knowledge, on-the-spot adaptability, and psychological quality). Studies on test anxiety usually set an evaluative scenario through subject examinations, IQ tests, and cognitive tests (<xref ref-type="bibr" rid="B13">Lang and Lang, 2010</xref>; <xref ref-type="bibr" rid="B21">Ramirez and Beilock, 2011</xref>; <xref ref-type="bibr" rid="B36">Zhang et al., 2015</xref>). Therefore, we set a standard stress interview task to create an evaluative scenario that included common stressors: social evaluation (which comes from scoring by judges, classmate comparison, and video surveillance) and monetary incentives (which reward those with high scores). The experiment aimed to explore the ANS response patterns of test-anxious individuals in response to evaluative stress and further to shed light on clinical psychological treatments for test anxiety.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="S2.SS1">
<title>Participants</title>
<p>Four hundred and twenty college students from different majors who participated in a public course of mental health completed the Test Anxiety Inventory (TAI). Students with the top 20% and bottom 20% TAI scores were invited to participate in the experiment. Finally, 48 HTA college students (<italic>mean</italic> age = 19.65 &#x00B1; 1.18 years; <italic>mean</italic> TAI score = 52.02 &#x00B1; 7.70) and 49 LTA college students (<italic>mean</italic> age = 19.90 &#x00B1; 1.05 years; <italic>mean</italic> TAI score = 27.96 &#x00B1; 3.31) completed the experiment. We found no significant difference in the ages of both groups (<italic>t</italic> = &#x2212;1.12, <italic>p</italic> &#x003E; 0.05, Cohen&#x2019;<italic>d</italic> = &#x2212;0.22) and found a significant difference in the TAI scores of both groups (<italic>t</italic> = 19.93, <italic>p</italic> &#x003C; 0.001, Cohen&#x2019;<italic>d</italic> = 4.06). Each participant signed an informed consent form and was compensated for their participation. This study was approved by the Ethics Committee of Nanjing University of Chinese Medicine.</p>
</sec>
<sec id="S2.SS2">
<title>Measures</title>
<sec id="S2.SS2.SSS1">
<title>Test Anxiety Inventory</title>
<p>The TAI is a widely used self-report instrument that has been found to be valid and reliable (<xref ref-type="bibr" rid="B24">Spielberger, 1980</xref>). Participants rated the frequency of specific anxiety symptoms they experienced before, during, and after exams on a four-point scale. Studies have shown that the Chinese version of the TAI has high reliability and validity among undergraduate students (<xref ref-type="bibr" rid="B28">Wang, 2003</xref>). The Cronbach&#x2019;s alpha coefficient for this measure is 0.90. We used the TAI before our experiment to assess the test anxiety level of students and selected the students whose scores were in the top 20% (representing HTA) and the bottom 20% (representing LTA) to participate in our experiment.</p>
</sec>
<sec id="S2.SS2.SSS2">
<title>Emotional Experience Report</title>
<p>To assess the subjective emotional experience during the experiment, we instructed the participants to score their emotional pleasantness (1 refers to extremely unpleasant and 9 refers to extremely pleasant) and emotional arousal (1 refers to extremely calm and 9 refers to extremely nervous) on a nine-point scale after each experimental phase (<xref ref-type="bibr" rid="B30">Wei, 2020</xref>).</p>
</sec>
<sec id="S2.SS2.SSS3">
<title>Manipulation of Evaluative Stress</title>
<p>We set an evaluative scenario with a standard interview task, following the methodology of <xref ref-type="bibr" rid="B16">L&#x00FC; et al. (2018)</xref>. The experiment presented the instrument via a computer screen (the computer played a recorded audio instruction simultaneously): &#x201C;You will participate in a job interview for a primary or secondary teacher.&#x201D; You have 30 s to prepare and 5 min to explain why you are qualified for the position. Your performance will be videotaped and evaluated by two interviewers. The interviewee with the highest score will receive &#x00A5;200 cash. &#x201C;After the instrument, two interviewers entered the experimental room and sat in front of the subject, turning on the camera simultaneously.&#x201D; After 30 s of preparation, the participants would deliver their job presentation for 5 min. If they paused for more than 10 s, they were reminded to continue. If participants were unable to continue, interviewers would ask standard questions (i.e., &#x201C;Do you have experience in this job?&#x201D; or &#x201C;What are your plans if you get the job?&#x201D;).</p>
</sec>
</sec>
<sec id="S2.SS3">
<title>Experimental Design</title>
<p>We used a 2 &#x00D7; 3 mixed experimental design, with test anxiety (HTA and LTA) as a between-subject variable, experimental phases (baseline phase, stress phase, and recovery phase) as a within-subject variable, HRV values (Ln LF, Ln HF, and Ln RMSSD) and emotional experience (pleasantness and arousal) as dependent variables.</p>
</sec>
<sec id="S2.SS4">
<title>Procedures</title>
<p>When participants arrived at the laboratory, they signed an informed consent form. Following that, they naturally sat on a chair to relax, and researchers helped the subjects carry the sensor of a multiple-lead physiological recording instrument. Physiological data were collected during the procedure. After a 10-min rest, the experiment began. The experimental trial comprised the following three experimental phases (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Experimental flow diagram.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyg-13-824406-g001.tif"/>
</fig>
<sec id="S2.SS4.SSS1">
<title>Baseline Phase (5 Min)</title>
<p>Subjects sit peacefully on a chair, maintaining a stable breath, and gazing at a neutral picture (sourced from the International Affective Picture Library, IAPS) on the computer screen. At the end of this phase, the subjects scored their emotional pleasantness and emotional arousal.</p>
</sec>
<sec id="S2.SS4.SSS2">
<title>Stress Phase (5 Min)</title>
<p>Subjects delivered a job interview presentation as directed (see section &#x201C;Manipulation of Evaluative Stress&#x201D;). At the end of this phase, the subjects scored their emotional pleasantness and emotional arousal once again.</p>
</sec>
<sec id="S2.SS4.SSS3">
<title>Recovery Phase (5 Min)</title>
<p>Subjects were allowed to relax and look at the neutral picture on the computer screen again. After this phase, the subjects provided final assessments of their emotional pleasantness and emotional arousal.</p>
</sec>
</sec>
<sec id="S2.SS5">
<title>Physiological Data Acquisition</title>
<p>The ECG amplifier (ECG100C) of a Biopac MP150 multiple-lead physiological recorder was used to collect physiological data. Three Ag-AgCL disposable electrodes were pasted on the subjects&#x2019; wrist and ankles by the standard lead II configuration. The Biopac amplifier employed a band-pass filter of 35 Hz and 0.5 Hz, sampling at 1,000 Hz. Subsequently, AcqKnowledge 4.2 software was used to calculate the physiological scores of each participant during different phases. The data were subjected to a natural logarithmic transformation to obtain a normal distribution. The units of Ln LF and Ln HF are ms<sup>2</sup>. The unit of Ln RMSSD is ms.</p>
</sec>
<sec id="S2.SS6">
<title>Statistical Analysis</title>
<p>All statistical tests were conducted with SPSS (Ver. 22, IBM Chicago, IL, United States). To assess the difference between HTA and LTA individuals during three experimental phases, we conducted a series of two-factor repeated measures ANOVAs, with test anxiety (HTA vs. LTA) as a between-subject variable and experimental phases (baseline phase, stress phase, and recovery phase) as a within-subject variable. These ANOVAs were conducted for subjective emotional experience (emotional pleasantness and arousal) and HRV values (Ln LF, Ln HF, and Ln RMSSD). When the interaction effect between the experimental phase and test anxiety was significant, a simple effect analysis would be conducted. Effect sizes were presented as partial &#x03B7;<sup>2</sup> for ANOVA effects. All tests were two-tailed and were analyzed using a set level of significance of alpha = 0.05.</p>
</sec>
</sec>
<sec id="S3" sec-type="results">
<title>Results</title>
<p><xref ref-type="table" rid="T1">Table 1</xref> shows the data of HRV and subjective emotional experience of HTA and LTA subjects in three experimental phases (baseline phase, stress phase, and recovery phase).</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Emotional experience and HRV values in three experimental phases (mean &#x00B1; standard deviation).</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Subjects</td>
<td valign="top" align="center">Experimental phase</td>
<td valign="top" align="center">Arousal</td>
<td valign="top" align="center">Pleasantness</td>
<td valign="top" align="center">Ln LF</td>
<td valign="top" align="center">Ln HF</td>
<td valign="top" align="center">Ln RMSSD</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">LTA (<italic>n</italic> = 49)</td>
<td valign="top" align="center">Baseline phase</td>
<td valign="top" align="center">2.96 &#x00B1; 1.34</td>
<td valign="top" align="center">5.55 &#x00B1; 1.26</td>
<td valign="top" align="center">6.42 &#x00B1; 0.83</td>
<td valign="top" align="center">6.06 &#x00B1; 0.92</td>
<td valign="top" align="center">3.61 &#x00B1; 0.73</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center">Stress phase</td>
<td valign="top" align="center">5.65 &#x00B1; 1.42</td>
<td valign="top" align="center">5.47 &#x00B1; 1.20</td>
<td valign="top" align="center">7.18 &#x00B1; 0.63</td>
<td valign="top" align="center">6.19 &#x00B1; 0.93</td>
<td valign="top" align="center">3.69 &#x00B1; 0.72</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center">Recovery phase</td>
<td valign="top" align="center">3.73 &#x00B1; 1.57</td>
<td valign="top" align="center">5.45 &#x00B1; 1.17</td>
<td valign="top" align="center">6.58 &#x00B1; 0.74</td>
<td valign="top" align="center">6.08 &#x00B1; 0.87</td>
<td valign="top" align="center">3.62 &#x00B1; 0.71</td>
</tr>
<tr>
<td valign="top" align="left">HTA (<italic>n</italic> = 48)</td>
<td valign="top" align="center">Baseline phase</td>
<td valign="top" align="center">3.83 &#x00B1; 1.55</td>
<td valign="top" align="center">5.40 &#x00B1; 1.14</td>
<td valign="top" align="center">6.29 &#x00B1; 0.75</td>
<td valign="top" align="center">6.37 &#x00B1; 0.83</td>
<td valign="top" align="center">3.77 &#x00B1; 0.95</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center">Stress phase</td>
<td valign="top" align="center">6.73 &#x00B1; 1.32</td>
<td valign="top" align="center">4.27 &#x00B1; 1.62</td>
<td valign="top" align="center">6.58 &#x00B1; 0.73</td>
<td valign="top" align="center">5.79 &#x00B1; 0.91</td>
<td valign="top" align="center">3.58 &#x00B1; 1.09</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="center">Recovery phase</td>
<td valign="top" align="center">4.33 &#x00B1; 1.36</td>
<td valign="top" align="center">5.06 &#x00B1; 1.08</td>
<td valign="top" align="center">6.40 &#x00B1; 0.60</td>
<td valign="top" align="center">6.34 &#x00B1; 0.78</td>
<td valign="top" align="center">3.80 &#x00B1; 0.95</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>To assess the differences in emotional arousal between HTA and LTA individuals during three experimental phases, a two-factor repeated measures ANOVA is conducted. Results show a main significant effect in the experimental phase [<italic>F</italic>(2,95) = 157.59, <italic>p</italic> &#x003C; 0.001, &#x03B7;<italic><sup>2</sup><sub><italic>p</italic></sub></italic> = 0.62]. Subjects show significantly higher emotional arousal during the stress phase (<italic>M</italic> = 6.19, <italic>SE</italic> = 1.47) than during the baseline phase (<italic>M</italic> = 3.39, <italic>SE</italic> = 1.50). Additionally, there is a significant main effect in test anxiety [<italic>F</italic>(1,95) = 15.09, <italic>p</italic> &#x003C; 0.001, &#x03B7;<italic><sup>2</sup><sub><italic>p</italic></sub></italic> = 0.14]. The emotional arousal of HTA individuals (<italic>M</italic> = 4.97, <italic>SE</italic> = 1.89) is significantly higher than that of LTA subjects (<italic>M</italic> = 4.12, <italic>SE</italic> = 1.83). The interaction is not significant [<italic>F</italic>(2,95) = 1.06, <italic>p</italic> &#x003E; 0.05, &#x03B7;<italic><sup>2</sup><sub><italic>p</italic></sub></italic> = 0.01] (<xref ref-type="fig" rid="F2">Figure 2</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Differences in emotional arousal during three experimental phases of HTA and LTA individuals. &#x002A;&#x002A;&#x002A; represents a significant difference between the baseline and stress phase of both groups with <italic>p</italic>-value &#x003C; 0.001.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyg-13-824406-g002.tif"/>
</fig>
<p>To assess differences in emotional pleasantness between HTA and LTA individuals during three experimental phases, a two-factor repeated measures ANOVA is conducted. Results show a significant main effect in the experimental phase [<italic>F</italic>(2,95) = 8.19, <italic>p</italic> &#x003C; 0.01, &#x03B7;<italic><sup>2</sup><sub><italic>p</italic></sub></italic> = 0.08] and test anxiety levels [<italic>F</italic>(1,95) = 7.33, <italic>p</italic> &#x003C; 0.01, &#x03B7;<italic><sup>2</sup><sub><italic>p</italic></sub></italic> = 0.07]. The interaction is significant [<italic>F</italic>(2,95) = 5.63, <italic>p</italic> &#x003C; 0.05, &#x03B7;<italic><sup>2</sup><sub><italic>p</italic></sub></italic> = 0.06]. Simple effect analysis indicates that LTA subjects show no significant differences in emotional pleasantness during three experimental phases [<italic>F</italic>(2,48) = 0.19, <italic>p</italic> &#x003E; 0.05, &#x03B7;<italic><sup>2</sup><sub><italic>p</italic></sub></italic> = 0.004]. HTA subjects show significant differences in emotional pleasantness during three experimental phases [<italic>F</italic>(2,47) = 12.92, <italic>p</italic> &#x003C; 0.001, &#x03B7;<italic><sup>2</sup><sub><italic>p</italic></sub></italic> = 0.22]. Their emotional pleasantness during the stress phase (<italic>M</italic> = 4.27, <italic>SE</italic> = 1.62) is significantly lower than during the baseline phase [<italic>M</italic> = 5.40, <italic>SE</italic> = 1.14; <italic>t</italic> (47) = &#x2212;4.26, <italic>p</italic> &#x003C; 0.001, Cohen&#x2019;<italic>d</italic> = &#x2212;0.81] (<xref ref-type="fig" rid="F3">Figure 3</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>Differences in emotional pleasantness during three experimental phases of HTA and LTA individuals. &#x002A;&#x002A;&#x002A; represents a significant difference between the baseline and stress phase of HTA individuals with <italic>p</italic>-value &#x003C; 0.001.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyg-13-824406-g003.tif"/>
</fig>
<p>To assess differences in Ln LF between HTA and LTA individuals during three experimental phases, a two-factor repeated measures ANOVA is conducted. Results show a main significant effect in the experimental phase [<italic>F</italic>(2,95) = 27.01, <italic>p</italic> &#x003C; 0.001, &#x03B7;<italic><sup>2</sup><sub><italic>p</italic></sub></italic> = 0.22] and in the test anxiety level [<italic>F</italic>(1,95) = 6.77, <italic>p</italic> &#x003C; 0.05, &#x03B7;<italic><sup>2</sup><sub><italic>p</italic></sub></italic> = 0.07]. The interaction is significant [<italic>F</italic>(2,95) = 5.85, <italic>p</italic> &#x003C; 0.001, &#x03B7;<italic><sup>2</sup><sub><italic>p</italic></sub></italic> = 0.06]. Simple effect analysis indicates that LTA subjects significantly vary in Ln LF during three experimental phases [<italic>F</italic>(2,48) = 42.84, <italic>p</italic> &#x003C; 0.001, &#x03B7;<sup>2</sup><sub><italic>p</italic></sub> = 0.48]. Their Ln LF values during the stress phase (<italic>M</italic> = 7.18, <italic>SE</italic> = 0.03) are significantly higher than that during the baseline phase [<italic>M</italic> = 6.42, <italic>SE</italic> = 0.83; <italic>t</italic> (48) = 7.55, <italic>p</italic> &#x003C; 0.001, Cohen&#x2019;<italic>d</italic> = 0.57]. Nevertheless, there is a marginally significant difference in Ln LF values of HTA subjects during different experimental phases [<italic>F</italic>(2,47) = 3.01, <italic>p</italic> = 0.06, &#x03B7;<italic><sup>2</sup><sub><italic>p</italic></sub></italic> = 0.22]. Their Ln LF values during the stress phase (<italic>M</italic> = 6.58, <italic>SE</italic> = 0.73) are significantly higher than during the baseline phase [<italic>M</italic> = 6.29, <italic>SE</italic> = 0.75; <italic>t</italic> (47) = 2.01, <italic>p</italic> &#x003C; 0.05, Cohen&#x2019;<italic>d</italic> = 0.39] (<xref ref-type="fig" rid="F4">Figure 4</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption><p>Differences in Ln LF during three experimental phases of HTA and LTA individuals. &#x002A;&#x002A;&#x002A; represents a significant difference between the baseline and stress phase of LTA individuals with <italic>p</italic>-value &#x003C; 0.001. &#x002A; represents a significant difference between the baseline and stress phase of HTA individuals with <italic>p</italic>-value &#x003C; 0.05.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyg-13-824406-g004.tif"/>
</fig>
<p>To assess differences in Ln HF between HTA and LTA individuals during three experimental phases, a two-factor repeated measures ANOVA is conducted. Results show a significant main effect in the experimental phase [<italic>F</italic>(2,95) = 8.54, <italic>p</italic> &#x003C; 0.01, &#x03B7;<italic><sup>2</sup><sub><italic>p</italic></sub></italic> = 0.08], whereas there is no significant main effect in the test anxiety level [<italic>F</italic>(1,95) = 0.11, <italic>p</italic> &#x003E; 0.05, &#x03B7;<sup>2</sup><sub><italic>p</italic></sub> = 0.001]. The interaction is significant [<italic>F</italic>(2,96) = 20.21, <italic>p</italic> &#x003C; 0.001, &#x03B7;<italic><sup>2</sup><sub><italic>p</italic></sub></italic> = 0.18]. Simple effect analysis shows that LTA subjects display no significant difference in Ln HF during three experimental phases [<italic>F</italic>(2,48) = 1.71, <italic>p</italic> &#x003E; 0.05, &#x03B7;<italic><sup>2</sup><sub><italic>p</italic></sub></italic> = 0.03], whereas HTA subjects vary significantly during three experimental phases [<italic>F</italic>(2,47) = 21.56, <italic>p</italic> &#x003C; 0.01, &#x03B7;<italic><sup>2</sup><sub><italic>p</italic></sub></italic> = 0.31]. Their Ln HF values during the stress phase (<italic>M</italic> = 5.79, <italic>SE</italic> = 0.91) are significantly lower than during the baseline phase [<italic>M</italic> = 6.37, <italic>SE</italic> = 0.83; <italic>t</italic> (47) = &#x2212;5.48, <italic>p</italic> &#x003C; 0.001, Cohen&#x2019;<italic>d</italic> = &#x2212;0.67] (<xref ref-type="fig" rid="F5">Figure 5</xref>).</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption><p>Differences in Ln HF during three experimental phases of HTA and LTA individuals. &#x002A;&#x002A;&#x002A; represents a significant difference between the baseline and stress phase of HTA individuals with <italic>p</italic>-value &#x003C; 0.001.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyg-13-824406-g005.tif"/>
</fig>
<p>To assess differences in Ln RMSSD between HTA and LTA individuals during three experimental phases, a two-factor repeated measures ANOVA is conducted. There is no significant main effect in the experimental stage [<italic>F</italic>(2,95) = 2.39, <italic>p</italic> &#x003E; 0.05, &#x03B7;<italic><sup>2</sup><sub><italic>p</italic></sub></italic> = 0.03] and in the test anxiety level [<italic>F</italic>(1,95) = 0.66, <italic>p</italic> &#x003E; 0.05, &#x03B7;<italic><sup>2</sup><sub><italic>p</italic></sub></italic> = 0.002]. The interaction is significant [<italic>F</italic>(2,95) = 9.70, <italic>p</italic> &#x003C; 0.001, &#x03B7;<italic><sup>2</sup><sub><italic>p</italic></sub></italic> = 0.09]. Simple effect analysis indicates that LTA subjects show no significant differences in Ln RMSSD during three experimental phases [<italic>F</italic>(2,48) = 1.66, <italic>p</italic> &#x003E; 0.05, &#x03B7;<italic><sup>2</sup><sub><italic>p</italic></sub></italic> = 0.03], while HTA subjects vary significantly during three experimental phases [<italic>F</italic>(2,47) = 9.05, <italic>p</italic> &#x003C; 0.01, &#x03B7;<sup>2</sup><sub><italic>p</italic></sub> = 0.16]. Their Ln RMSSD values during the stress phase (<italic>M</italic> = 3.58, <italic>SE</italic> = 1.09) are significantly lower than during the baseline phase [<italic>M</italic> = 3.77, <italic>SE</italic> = 0.95; <italic>t</italic> (47) = &#x2212;3.09, <italic>p</italic> &#x003C; 0.01, Cohen&#x2019;<italic>d</italic> = &#x2212;0.19] (<xref ref-type="fig" rid="F6">Figure 6</xref>).</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption><p>Differences in Ln RMSSD during three experimental phases of HTA and LTA individuals. &#x002A;&#x002A; represents a significant difference between the baseline and stress phase of HTA individuals with <italic>p</italic>-value &#x003C; 0.01.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyg-13-824406-g006.tif"/>
</fig>
</sec>
<sec id="S4" sec-type="discussion">
<title>Discussion</title>
<p>In this study, we used a standard interview task to induce evaluative stress to explore the ANS response patterns and emotional experience of test-anxious individuals. Results show that emotional arousal and Ln LF values of both groups increase significantly in response to evaluative stress. HTA individuals show a significant decrease in emotional pleasantness, Ln HF, and Ln RMSSD values during the stress phase. At the same time, LTA individuals show no significant changes in these measures during the stress phase.</p>
<p>When both groups are exposed to the evaluative scenario, they have similar emotional experience and SNS responses. We find that the emotional arousal and Ln LF values of both groups are significantly higher during the stress phase than during the baseline phase. These results indicate that the evaluative stressors we set in the experiment could effectively induce stress responses, which is consistent with previous research (<xref ref-type="bibr" rid="B15">Loft et al., 2007</xref>; <xref ref-type="bibr" rid="B36">Zhang et al., 2015</xref>). More importantly, the increase in Ln LF values indicates increased SNS activity in response to evaluative stress. Stress responses require energy mobilization, a metabolic function served by the SNS, and this response is controlled by sympathetic-mediated changes in the contractile force of the left ventricle (<xref ref-type="bibr" rid="B22">Richter et al., 2012</xref>). Increased SNS activity also contributes to the rapid mobilization of dopamine, adrenaline, and norepinephrine secretion (signaling physiological arousals such as accelerated heartbeats and elevated blood pressure) (<xref ref-type="bibr" rid="B25">Strohmaier et al., 2020</xref>).</p>
<p>Though HTA and LTA individuals have similarities in emotional experience and the ANS responses, several differences exist in other aspects, which play an important role in the differences between HTA and LTA individuals in the evaluative scenario. From the perspective of emotional experience, the results indicate that only HTA individuals reduce their emotional pleasantness, while LTA individuals remain stable in the evaluative scenario. This result is consistent with previous studies indicating that HTA individuals are more prone to tension in evaluative scenarios and magnify negative emotional experience (<xref ref-type="bibr" rid="B2">Conley and Lehman, 2012</xref>; <xref ref-type="bibr" rid="B34">Zeidner, 2014</xref>). Negative emotions would occupy considerable cognitive resources according to the Attentional Control Theory, consequently reducing available working memory resources during cognitive processes and thus impairing cognitive processing efficiency (<xref ref-type="bibr" rid="B29">Wei et al., 2021</xref>). HTA individuals&#x2019; reduced emotional pleasantness can also be interpreted as avoidance behavior, which would decrease available resources to cope with environmental challenges (<xref ref-type="bibr" rid="B35">Zhang et al., 2018</xref>; <xref ref-type="bibr" rid="B29">Wei et al., 2021</xref>).</p>
<p>From the perspective of the ANS responses, the results indexed by Ln LF and Ln RMSSD indicate that HTA individuals display decreased PNS activity, whereas LTA individuals display stable PNS activity. According to the neurovisceral integration model and the Poly-Vagal theory, PNS activity is regarded as an inhibition underpinned by vagus nerves. The PNS, which serves as floodgates, can regulate heart responses and control individual emotional and social responses (<xref ref-type="bibr" rid="B19">Porges, 2009</xref>; <xref ref-type="bibr" rid="B27">Thayer, 2009</xref>). Therefore, decreased PNS activity shows the lack of inhibition of HTA individuals in the evaluative scenario (<xref ref-type="bibr" rid="B11">John et al., 2013</xref>). To be specific, lack of inhibition means a failure to inhibit cognitive (e.g., vigilance and worry), affective (e.g., panic), behavioral (e.g., avoidance), and physiological (e.g., increased HR) responses, thus resulting in poor performance of HTA individuals in the exam. Compared to the decreased PNS responses of HTA individuals, stable PNS activity indicates that LTA individuals could effectively control the hyperactive responses of sympathetic nerves and maintain a great cognitive, emotional, and behavioral state, conducive to performing their cognitive abilities in an evaluative scenario.</p>
<p>Furthermore, the balance of SNS and PNS contributes to understanding the underlying neural mechanism of test anxiety (<xref ref-type="bibr" rid="B11">John et al., 2013</xref>). HTA individuals display increased SNS activity and decreased PNS activity in response to evaluative stress, indicating the inability of the ANS to maintain balance. The imbalance would cause a weakening efficiency in regulating cognitive, emotional, and behavioral functions, thus failing to effectively address the challenge of evaluative stress (<xref ref-type="bibr" rid="B19">Porges, 2009</xref>; <xref ref-type="bibr" rid="B27">Thayer, 2009</xref>; <xref ref-type="bibr" rid="B29">Wei et al., 2021</xref>). Correspondingly, despite the increased SNS activity in the evaluative scenario, the PNS activity of LTA individuals remained stable: this helps maintain the balance of ANS function and thus effectively cope with the environmental challenges.</p>
<p>In this study, HRV measures were used to reflect the ANS&#x2019;s response patterns of test-anxious individuals, with the aim to gain a better understanding of the neural mechanism of test anxiety. HTA individuals have a more negative emotional experience and a poorer balance of ANS activity (i.e., hyper SNS activity and weakened PNS activity) when confronted with evaluative stress. In the future, in order to alleviate test anxiety problems, biological feedback training can be used to increase the level of PNS activity and improve the balance of ANS activity. In this way, the adverse effects of test anxiety on students&#x2019; psychosomatic health and academic performance might be alleviated (<xref ref-type="bibr" rid="B4">Goessl et al., 2017</xref>).</p>
</sec>
<sec id="S5">
<title>Limitations</title>
<p>Though the findings from the current study are promising, several limitations of the present research should still be considered when interpreting its findings and providing innovative directions for future research. Firstly, our sample is primarily composed of college students, which restricts generalization to other age groups. Future studies can take this limitation into account. Secondly, the experimental scenario may limit the applicability to more naturalistic conditions. Future research should be conducted in a more natural setting to ensure applicability to real-life scenarios.</p>
</sec>
<sec id="S6" sec-type="conclusion">
<title>Conclusion</title>
<p>This study has shown that test-anxious individuals differ in their ANS response patterns when confronted with evaluative stress. HTA individuals show increased SNS activity and decreased PNS activity, whereas LTA individuals show increased SNS activity and stable PNS activity. By capturing the complex construct of text anxiety, we might profoundly understand the neural mechanism underlying test anxiety. This more ecologically valid, objective, and detailed assessment might also help improve interventions targeting test anxiety.</p>
</sec>
<sec id="S7" sec-type="data-availability">
<title>Data Availability Statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="S8">
<title>Ethics Statement</title>
<p>The study involving human participants was reviewed and approved by the Ethics Committee of the Nanjing University of Chinese Medicine. The participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="S9">
<title>Author Contributions</title>
<p>WB and XZ contributed to the conception and design of the study, and conducted the experiment. YD checked and corrected the scientific issue of the study. WB wrote the first draft of the manuscript and analyzed the data. All authors contributed to the revision of the manuscript and approved it for publication.</p>
</sec>
<sec id="conf1" sec-type="COI-statement">
<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 id="pudiscl1" 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>
</body>
<back>
<sec id="S10" sec-type="funding-information">
<title>Funding</title>
<p>This work was supported by the Provincial Key Training Program of Innovation and Entrepreneurship for Undergraduates (202110315017Z) and Science and Technology Project of Jiangsu Bureau of Traditional Chinese Medicine (YB201906).</p>
</sec>
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