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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Public Health</journal-id>
<journal-title-group>
<journal-title>Frontiers in Public Health</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Public Health</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2296-2565</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpubh.2025.1613384</article-id><article-version article-version-type="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>Tai Chi as a preventive intervention for improving mental and physical health in non-depressed college students with high perceived stress</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Sun</surname><given-names>Jingyu</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1813909"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
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</contrib>
<contrib contrib-type="author">
<name><surname>Yao</surname><given-names>Ke</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
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</contrib>
<contrib contrib-type="author">
<name><surname>Zhao</surname><given-names>Rongji</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/3152225"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
</contrib>
<contrib contrib-type="author">
<name><surname>Li</surname><given-names>Hanfei</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Cicchella</surname><given-names>Antonio</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1409215"/>
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<aff id="aff1"><label>1</label><institution>Sports and Health Research Center, Department of Physical Education, Tongji University</institution>, <city>Shanghai</city>, <country country="cn">China</country></aff>
<aff id="aff2"><label>2</label><institution>International College of Football, Tongji University</institution>, <city>Shanghai</city>, <country country="cn">China</country></aff>
<aff id="aff3"><label>3</label><institution>Department for Quality-of-Life Studies, Bologna University</institution>, <city>Bologna</city>, <country country="it">Italy</country></aff>
<author-notes><corresp id="c001"><label>&#x002A;</label>Correspondence: Antonio Cicchella, <email xlink:href="mailto:antonio.cicchella@unibo.it">antonio.cicchella@unibo.it</email></corresp></author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2025-11-12">
<day>12</day>
<month>11</month>
<year>2025</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2025</year>
</pub-date>
<volume>13</volume>
<elocation-id>1613384</elocation-id>
<history>
<date date-type="received">
<day>17</day>
<month>04</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>10</day>
<month>10</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 Sun, Yao, Zhao, Li and Cicchella.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Sun, Yao, Zhao, Li and Cicchella</copyright-holder>
<license><ali:license_ref start_date="2025-11-12">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 id="sec1">
<title>Aim</title>
<p>Non-depressed college students with high perceived stress represent a distinct preclinical population at elevated risk for psychological deterioration. While Tai Chi is established as a mind&#x2013;body exercise for improving well-being in clinical and older populations, its targeted efficacy in this specific at-risk subgroup&#x2014;particularly regarding integrated physical and mental health benefits&#x2014;remains inadequately explored. This study aimed to investigate the effects of a 16-week Tai Chi program on comprehensive fitness outcomes in this population.</p>
</sec>
<sec id="sec2">
<title>Methods</title>
<p>Eighty-eight non-depressed students with high perceived stress (Perceived Stress Scale scores between 38 and 56, Self-Rating Depression Scale scores below 50) were randomly assigned to a Tai Chi group (<italic>n</italic>&#x202F;=&#x202F;47), which underwent a 16-week supervised program (3 sessions/week, 90&#x202F;min/session), or a control group (<italic>n</italic>&#x202F;=&#x202F;41) that maintained usual activities. Assessments pre- and post-intervention covered health-related physical fitness and mental health status (Perceived Stress Scale, Self-Rating Depression Scale, Pittsburgh Sleep Quality Index, Fatigue Scale-14, Hamilton Anxiety Scale, and SF-36).</p>
</sec>
<sec id="sec3">
<title>Results</title>
<p>Compared to controls, the Tai Chi group showed significant between-group improvements in lower-limb muscular endurance (squat test), perceived stress, sleep quality, somatic anxiety, role limitations due to physical health, and social functioning (all <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05). Significant enhancements were also observed in physical functioning, fatigue, and general mental health (all <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05).</p>
</sec>
<sec id="sec4">
<title>Conclusion</title>
<p>The 16-week Tai Chi intervention yielded concurrent benefits in physical and mental health among non-depressed college students with high perceived stress. These findings support Tai Chi as a feasible, multi-targeted preventive strategy against stress-related morbidity in this at-risk campus population.</p>
</sec>
<sec id="sec5">
<title>Clinical trial registration</title>
<p>Identifier ChiCTR2400089594, <uri xlink:href="http://www.chictr.org.cn/index.html">http://www.chictr.org.cn/index.html</uri>.</p>
</sec>
</abstract>
<kwd-group>
<kwd>Tai Chi exercise</kwd>
<kwd>high perceived stress</kwd>
<kwd>non-depressed</kwd>
<kwd>mental and physical outcomes</kwd>
<kwd>college students</kwd>
</kwd-group><funding-group><funding-statement>The author(s) declare that no financial support was received for the research and/or publication of this article.</funding-statement></funding-group>
<counts>
<fig-count count="2"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="71"/>
<page-count count="10"/>
<word-count count="7643"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Public Mental Health</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec6">
<label>1</label>
<title>Introduction</title>
<p>College students navigate a critical developmental transition, facing a confluence of academic pressures, career uncertainties, and complex social dynamics that significantly elevate their risk for chronic stress (<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref2">2</xref>). The high prevalence of perceived stress and anxiety in this population is a global concern, with reported rates ranging from 32% to over 55% (<xref ref-type="bibr" rid="ref3">3</xref>, <xref ref-type="bibr" rid="ref4">4</xref>), a trend exacerbated by recent societal challenges such as the COVID-19 pandemic (<xref ref-type="bibr" rid="ref5">5</xref>, <xref ref-type="bibr" rid="ref6">6</xref>). Chronic exposure to such stressors is not merely a subjective discomfort; it is robustly linked to measurable declines in sleep quality, physical health, and psychological well-being, thereby increasing the susceptibility to clinical disorders like anxiety and depression (<xref ref-type="bibr" rid="ref7">7</xref>). Consequently, the World Health Organization has identified stress management as a paramount public health priority for student populations (<xref ref-type="bibr" rid="ref8">8</xref>).</p>
<p>Within this broad context, a specific preclinical subgroup warrants particular attention: non-depressed students experiencing high perceived stress. These individuals, while not meeting the clinical threshold for depression, represent an at-risk population in the prodromal stage of potential psychological deterioration (<xref ref-type="bibr" rid="ref9">9</xref>, <xref ref-type="bibr" rid="ref10">10</xref>). Sustained high stress is a known correlate of depression pathogenesis, potentially inducing neuroplastic alterations that pave the way for depressive onset (<xref ref-type="bibr" rid="ref11">11</xref>). For this subgroup, prolonged stress already impairs daily functioning and academic performance (<xref ref-type="bibr" rid="ref12">12</xref>, <xref ref-type="bibr" rid="ref13">13</xref>), creating a vulnerable state that, without timely intervention, can escalate to major depressive disorder or other adverse outcomes (<xref ref-type="bibr" rid="ref9">9</xref>, <xref ref-type="bibr" rid="ref14">14</xref>). This positions them as a critical target for early, preventive interventions aimed at curbing the progression along the stress-depression continuum.</p>
<p>Exercise is widely recognized as a viable non-pharmacological intervention to mitigate stress-related risks (<xref ref-type="bibr" rid="ref15">15</xref>). Meta-analytic evidence supports the efficacy of aerobic exercise in reducing depressive symptoms in student populations (<xref ref-type="bibr" rid="ref16">16</xref>). Among various forms, Tai Chi, a low-intensity mind&#x2013;body aerobic exercise, demonstrates particular promise due to its unique integration of physical activity with meditative focus and diaphragmatic breathing (<xref ref-type="bibr" rid="ref17">17</xref>). A growing body of evidence documents its benefits for multidimensional effects, including physical, psychological and quality of life benefits (<xref ref-type="bibr" rid="ref17 ref18 ref19 ref20 ref21 ref22">17&#x2013;22</xref>). Systematic reviews and randomized controlled trials, conducted mainly in older adults and clinical populations, indicate that Tai Chi consistently improves functional fitness (including BMI, body fat, vital capacity, lower limb strength, balance/dynamic stability, and flexibility) and yields cardiometabolic benefits, including reductions in blood pressure and improvements in glycemic control (<xref ref-type="bibr" rid="ref23">23</xref>). In parallel, its mental health benefits, such as reducing stress (<xref ref-type="bibr" rid="ref17">17</xref>), anxiety (<xref ref-type="bibr" rid="ref18">18</xref>), and depressive symptoms (<xref ref-type="bibr" rid="ref24">24</xref>), are attributed to its proposed mechanisms of regulating autonomic function (e.g., reducing cortisol, increasing heart rate variability) and fostering psychological self-regulation through mindful movement (<xref ref-type="bibr" rid="ref17">17</xref>, <xref ref-type="bibr" rid="ref23 ref24 ref25 ref26 ref27 ref28 ref29">23&#x2013;29</xref>).</p>
<p>However, a significant literature gap remains. While the effects of Tai Chi are well-documented in older or clinically ill cohorts, its mechanisms and efficacy are underexplored in the specific, preclinical subgroup of non-depressed college students with high perceived stress. This population faces a distinct set of challenges and possesses different resilience resources compared to older or clinical groups. The question of whether Tai Chi&#x2019;s documented physical and mental benefits can be translated to confer preventive, dual-domain protection in this young, high-risk, yet non-clinical population has not been systematically investigated. Their underrepresentation in targeted exercise intervention research highlights a missed opportunity for early prevention.</p>
<p>To address this gap, the present study aimed to examine the effects of a 16-week Tai Chi intervention on a comprehensive set of mental and health-related physical fitness outcomes within this target population. We hypothesized that Tai Chi would yield significant improvements in both domains compared to a control group. Furthermore, the study concurrently evaluated its feasibility as a practical, campus-based stress management tool. By pursuing these objectives, this research provides novel insights into Tai Chi&#x2019;s preventive potential against stress-related morbidity in higher education contexts, offering empirical support for institutional well-being initiatives.</p>
</sec>
<sec sec-type="methods" id="sec7">
<label>2</label>
<title>Methods</title>
<sec id="sec8">
<label>2.1</label>
<title>Participants</title>
<p>All interventions were approved by the University Ethics Committee (2021tjdx024). Participants were recruited via flyers, social media, and printed notices posted on campus. A total of 116 respondents were initially invited to visit the research department. The study protocol and objectives were explained in detail to all potential participants prior to data collection. Written informed consent was obtained from all participants before registration.</p>
<p>Participants were all undergraduate students from colleges, aged between 18 and 23. Participants were subjected to an initial screening that included completion of questionnaires to collect background information (e.g., sedentary behavior, medical history, current health status, etc.), and a physical examination. Based on the following inclusion exclusion criteria: (1) participants aged 18&#x2013;23&#x202F;years; (2) Perceived Stress Scale (PSS) scores between 38 and 56, confirming high perceived stress status (<xref ref-type="bibr" rid="ref30">30</xref>); (3) Self-Rating Depression Scale (SDS) scores below 50 to ensure absence of depression; and (4) Kessler Psychological Distress Scale (K10) scores below 30 (excluding severe psychological distress), thereby maintaining relative psychological homogeneity in the sample and minimizing potential confounding effects of extreme psychological distress on primary outcomes; (5) Willing to accept the principle of randomization; (6) Willing to take the tests and sign an informed consent form. Those participants who satisfied the following criteria were excluded: (1) Suffering from a disease that affects their athletic performance; (2) Had a history of heart disease, severe arrhythmia, or pacemaker use; (3) Regular smokers or heavy drinkers of alcohol or other stimulating beverages; and (4) Taking medications that may affect their emotional responses, such as anxiolytics or antidepressants, at least 1&#x202F;month before this study. A total of 88 students were eventually retained in the experiment (<xref ref-type="fig" rid="fig1">Figure 1</xref>).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Participant flow diagram.</p>
</caption>
<graphic xlink:href="fpubh-13-1613384-g001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Flowchart showing a study process. Recruitment involved 116 participants, with 28 excluded for not meeting inclusion criteria. Baseline evaluation included 88 participants. They were allocated into a Tai Chi intervention group with 47 participants and a control group with 41 participants. Both groups underwent analysis, with none excluded.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec9">
<label>2.2</label>
<title>Experimental procedures</title>
<p>Participants completed baseline assessments consisting of demographic questionnaires and standardized psychometric instruments: Pittsburgh Sleep Quality Index (PSQI), Hamilton Anxiety Scale (HAMA), the 14-item Fatigue Scale (FS-14) and 36-Item Short Form Health Survey (SF-36). Health-related physical fitness evaluations included eight standardized measures: (1) body weight and BMI, (2) resting heart rate, (3) vital capacity, (4) blood pressure, (5) one-minute sit-up test, (6) standing long jump, (7) one-minute squat test, and (8) eyes-closed single-leg balance test.</p>
<p>Sample size was determined from prior evidence (PMID: 25686304) indicating that a standardized mindful awareness practices intervention produced significant improvements in sleep quality, a stress-related outcome. Using G&#x002A;Power for a two-tailed test (<italic>&#x03B1;</italic> =&#x202F;0.05, Cohen&#x2019;s d&#x202F;=&#x202F;0.80), we estimated that 26 participants per group would be required. To ensure adequate power, we set a target sample size of 88 and subsequently randomized 88 university students to either a Tai Chi intervention group (<italic>n</italic> =&#x202F;47), assigned to regular 24-form Yang-style Tai Chi practice, or a control group (<italic>n</italic> =&#x202F;41) instructed to maintain their usual lifestyles (<xref ref-type="bibr" rid="ref19">19</xref>). The intervention group received 4&#x202F;weeks of foundational training from a senior Tai Chi instructor (20&#x202F;years&#x2019; teaching experience), followed by a structured 16-week intervention (3 sessions/week, 90&#x202F;min/session). Each session comprised: (1) 10-min warm-up (gentle stretching and breathing exercises), (2) 70-min core Tai Chi practice, and (3) 10-min cool-down (meditation and slow walking). All participants resided within the same closed-campus community. Adherence was ensured through dual oversight: a certified Tai Chi master/research assistant supervised all sessions, and participants signed standardized attendance sheets at every meeting.</p>
</sec>
<sec id="sec10">
<label>2.3</label>
<title>Health-related physical fitness measurement</title>
<p>All assessments were administered between 14:00 and 17:00 in a temperature-controlled laboratory (24&#x2013;26&#x202F;&#x00B0;C) under standardized lighting. Participants abstained from caffeine and alcohol for at least 24&#x202F;h before testing and rested quietly for at least 10&#x202F;min upon arrival. To minimize fatigue carryover, tests followed a fixed sequence: (1) anthropometrics and vitals, (2) lung function, (3) balance, (4) muscular strength/power, and (5) muscular endurance. Unless otherwise specified, three trials were permitted with 1&#x2013;2&#x202F;min of passive rest between trials and ~3&#x202F;min between different items; the best performance was retained for analysis.</p>
<p>Pulmonary function was indexed by forced vital capacity (FVC) (<xref ref-type="bibr" rid="ref31">31</xref>), measured with a portable spirometry device (HK6000/6800 FH; Hengkang Jiaye, Shenzhen, China). During testing, participants grasped the mid-section of the mouthpiece with both hands, refrained from placing their lips on the tube during inspiration, and took care not to occlude the air outlet with their hands while exhaling.</p>
<p>Muscle strength was assessed using handgrip dynamometry and the standing long jump (SLJ) (<xref ref-type="bibr" rid="ref32">32</xref>). Maximal voluntary grip strength was obtained with an electronic dynamometer (CAMRY-EH101; Hengkang Jiaye, Shenzhen, China) across three trials per hand. The SLJ was performed three times, and the greatest distance achieved was retained for analysis.</p>
<p>Muscular endurance was evaluated with one-minute sit-up and one-minute squat tests (<xref ref-type="bibr" rid="ref33">33</xref>). For sit-ups, participants lay supine on a mat with feet at shoulder width, knees flexed, and arms crossed over the chest; a valid repetition required elbow-to-knee contact on the ascent and the shoulder blades touching the mat on the descent. The count of correct repetitions completed within 60&#x202F;s was documented. For squats, participants adopted a natural stance with feet externally rotated about 30&#x00B0;. Throughout the movement, knees did not travel beyond the toes and were aligned with the direction of the toes; repetitions completed in 1&#x202F;min were tallied.</p>
<p>Static balance was examined using a single-leg stance with eyes closed (<xref ref-type="bibr" rid="ref34">34</xref>). Barefoot on a level surface, participants elevated one leg&#x2014;maintaining approximately a 90&#x00B0; bend&#x2014;while the contralateral foot remained on the floor. They were instructed to keep an upright posture and minimize sway. The trial ended if the eyes opened, the lifted foot touched down, or the arms were used for support. Time to loss of balance was recorded, with longer durations indicating superior static balance.</p>
</sec>
<sec id="sec11">
<label>2.4</label>
<title>Questionnaire assessments</title>
<p>All questionnaires were administered in their validated Chinese versions between 14:00 and 17:00 in a quiet laboratory under standardized lighting with trained proctor supervision. Participants rested quietly for at least 10&#x202F;min before testing and received uniform instructions. To reduce respondent burden and maintain consistency, a fixed sequence was used: (1) PSS, (2) SDS, (3) PSQI, (4) HAMA, (5) FS-14, and (6) SF-36. Brief intervals of approximately 1&#x2013;2&#x202F;min were provided between instruments. Proctors checked forms on site for completeness and clarity; any missing or multiple responses were corrected immediately before scoring.</p>
<p>This study employed internationally recognized standardized instruments&#x2014;the PSS (<xref ref-type="bibr" rid="ref35">35</xref>), SDS (<xref ref-type="bibr" rid="ref36">36</xref>), PSQI (<xref ref-type="bibr" rid="ref37">37</xref>), HAMA (<xref ref-type="bibr" rid="ref38">38</xref>), FS-14 (<xref ref-type="bibr" rid="ref39">39</xref>), and SF-36 (<xref ref-type="bibr" rid="ref40">40</xref>)&#x2014;all of which have well-documented reliability, validity, and responsiveness. These measures have been repeatedly used as primary or key secondary endpoints in randomized controlled trials and large cohort studies published in high-impact journals (<xref ref-type="bibr" rid="ref41 ref42 ref43 ref44 ref45">41&#x2013;45</xref>), thereby ensuring the scientific rigor, methodological standardization, and cross-study comparability of our outcome assessments. The PSS is a well-established psychometric instrument designed to evaluate an individual&#x2019;s subjective experience of stress (<xref ref-type="bibr" rid="ref35">35</xref>). Scores between 38 and 56 are classified as indicative of high stress, with progressively higher scores reflecting more severe perceived stress levels (<xref ref-type="bibr" rid="ref46">46</xref>). The SDS quantifies the presence and intensity of depressive symptomatology (<xref ref-type="bibr" rid="ref36">36</xref>). Each item is rated on a 4-point scale (1&#x202F;=&#x202F;none or a little of the time to 4&#x202F;=&#x202F;most or all of the time), yielding a total score from 20 to 80, with higher scores indicating greater symptom severity (<xref ref-type="bibr" rid="ref36">36</xref>). PSQI score is derived from the sum of seven component scores, yielding a total ranging from 0 to 21 (<xref ref-type="bibr" rid="ref47">47</xref>). Lower scores reflect better sleep quality, while higher scores indicate poorer sleep. A score above 5 typically signifies significant sleep disturbances (<xref ref-type="bibr" rid="ref48">48</xref>). The HAMA widely applied in clinical and research settings, assesses anxiety severity across both psychological and somatic domains (<xref ref-type="bibr" rid="ref49">49</xref>). The instrument comprises 14 items graded from 0 to 4, where 0 denotes no anxiety and 4 indicates marked severity. The aggregate score ranges from 0 to 56, providing a quantitative index of anxiety burden. Conventional interpretive bands are: values &#x003E;17 suggest mild anxiety; scores of 17&#x2013;23 indicate moderate anxiety; and scores of 25&#x2013;30 denote severe anxiety (<xref ref-type="bibr" rid="ref50">50</xref>). The FS14 is a fatigue perception questionnaire that assesses two key dimensions: physical fatigue and psychological fatigue. The total score ranges from 0 to 33, with higher scores indicating greater fatigue severity (<xref ref-type="bibr" rid="ref51">51</xref>). The SF-36 is a widely used instrument for assessing health-related quality of life, measuring self-reported physical and mental health across eight domains (<xref ref-type="bibr" rid="ref52">52</xref>): physical functioning (PF), role limitations due to physical health (RP), bodily pain (BP), general health perceptions (GH), vitality (VT), social functioning (SF), role limitations due to emotional problems (RE), and mental health (MH). Additionally, this questionnaire was utilized to evaluate changes in perceived health status over the preceding year (<xref ref-type="bibr" rid="ref53">53</xref>).</p>
<p>Questionnaires were administered in their validated Chinese versions (<xref ref-type="bibr" rid="ref50">50</xref>, <xref ref-type="bibr" rid="ref51">51</xref>, <xref ref-type="bibr" rid="ref54 ref55 ref56 ref57 ref58">54&#x2013;58</xref>).</p>
</sec>
<sec id="sec12">
<label>2.5</label>
<title>Statistical analysis</title>
<p>Statistical analyses of all data were performed using the SPSS statistical package (IBM SPSS Statistics, version 25). Extracted data included health-related physical fitness measures (anthropometrics and vitals, lung function, balance, muscular strength/power, and muscular endurance) and questionnaire scores (PSS, SDS, PSQI, HAMA, FS-14, and SF-36). For each outcome, means and standard deviations (SD) were calculated at baseline and after the 16-week intervention. Levene&#x2019;s and Shapiro&#x2013;Wilk tests were used to check the homogeneity of variance and normality of data, respectively. Between-group differences in change scores (&#x0394;&#x202F;=&#x202F;Baseline &#x2013; Post) were examined with independent-samples <italic>t</italic>-tests, and within-group pre&#x2013;post changes were evaluated with paired <italic>t</italic>-tests for both physical and psychological outcomes. Two-sided <italic>p</italic>-values with 95% confidence intervals are reported, and statistical significance was set at <italic>&#x03B1;</italic> =&#x202F;0.05.</p>
</sec>
</sec>
<sec sec-type="results" id="sec13">
<label>3</label>
<title>Results</title>
<sec id="sec14">
<label>3.1</label>
<title>Baseline characteristics of non-depressed college students with high perceived stress</title>
<p>There was no significant difference in age (<italic>p</italic>&#x202F;=&#x202F;0.062), sex distribution (<italic>p</italic>&#x202F;=&#x202F;0.45), PSS (<italic>p</italic>&#x202F;=&#x202F;0.31), SDS (<italic>p</italic>&#x202F;=&#x202F;0.16) and K10 (<italic>p</italic>&#x202F;=&#x202F;0.72) between the two groups (<xref ref-type="table" rid="tab1">Table 1</xref>).</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Summary of basic characteristics of high perceived stress in non-depressed college students with high perceived stress.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th colspan="2">Index</th>
<th align="center" valign="top">Control group</th>
<th align="center" valign="top">Intervention group</th>
<th align="center" valign="top"><italic>p</italic></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" rowspan="2">Gender</td>
<td align="left" valign="top">Male</td>
<td align="center" valign="top">22 (53.7%)</td>
<td align="center" valign="top">29 (61.7%)</td>
<td align="center" valign="top" rowspan="2">0.45</td>
</tr>
<tr>
<td align="left" valign="top">Female</td>
<td align="center" valign="top">19 (46.3%)</td>
<td align="center" valign="top">18 (38.3%)</td>
</tr>
<tr>
<td align="left" valign="top">Age</td>
<td/>
<td align="center" valign="top">19.34&#x202F;&#x00B1;&#x202F;1.04</td>
<td align="center" valign="top">18.28&#x202F;&#x00B1;&#x202F;0.97</td>
<td align="center" valign="top">0.062</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="5">Weight Status</td>
<td align="left" valign="top">Lean</td>
<td align="center" valign="top"><italic>n</italic> =&#x202F;6</td>
<td align="center" valign="top"><italic>n</italic> =&#x202F;2</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Normal</td>
<td align="center" valign="top"><italic>n</italic> =&#x202F;17</td>
<td align="center" valign="top"><italic>n</italic> =&#x202F;26</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Overweight</td>
<td align="center" valign="top"><italic>n</italic> =&#x202F;13</td>
<td align="center" valign="top"><italic>n</italic> =&#x202F;14</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Obese</td>
<td align="center" valign="top"><italic>n</italic> =&#x202F;5</td>
<td align="center" valign="top"><italic>n</italic> =&#x202F;5</td>
<td/>
</tr>
<tr>
<td/>
<td align="center" valign="top">Total: 41</td>
<td align="center" valign="top">Total: 47</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">PSS</td>
<td/>
<td align="center" valign="top">44.95&#x202F;&#x00B1;&#x202F;3.63</td>
<td align="center" valign="top">44.85&#x202F;&#x00B1;&#x202F;2.31</td>
<td align="center" valign="top">0.31</td>
</tr>
<tr>
<td align="left" valign="top">SDS</td>
<td/>
<td align="center" valign="top">37.59&#x202F;&#x00B1;&#x202F;9.11</td>
<td align="center" valign="top">41.17&#x202F;&#x00B1;&#x202F;5.04</td>
<td align="center" valign="top">0.16</td>
</tr>
<tr>
<td align="left" valign="top">K10</td>
<td/>
<td align="center" valign="top">20.12&#x202F;&#x00B1;&#x202F;6.63</td>
<td align="center" valign="top">19.66&#x202F;&#x00B1;&#x202F;5.47</td>
<td align="center" valign="top">0.72</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Lean: BMI &#x003C;18.5, Normal: BMI 18.5&#x2013;23.9, Overweight: BMI 24&#x2013;28, Obese: BMI&#x003E;28.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec15">
<label>3.2</label>
<title>Effects of tai chi exercise on physical outcomes in non-depressed college students with high perceived stress</title>
<p>As shown in <xref ref-type="table" rid="tab2">Table 2</xref>, within-group comparisons showed significant changes in the Tai Chi intervention group for the 1-min deep-squat test (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05); However, the participants in the control group did not show such changes (<italic>p</italic>&#x202F;&#x003E;&#x202F;0.05).</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Changes in mental indicators of the participants in the control and intervention groups.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" colspan="2" rowspan="2">Index</th>
<th align="center" valign="top" colspan="3">Control (<italic>n</italic>&#x202F;=&#x202F;41)</th>
<th align="center" valign="top" colspan="3">Intervention (<italic>n</italic>&#x202F;=&#x202F;47)</th>
<th align="center" valign="top" rowspan="2"><italic>p</italic></th>
</tr>
<tr>
<th align="center" valign="top">Pre</th>
<th align="center" valign="top">Post</th>
<th align="center" valign="top">Change (95% CI)</th>
<th align="center" valign="top">Pre</th>
<th align="center" valign="top">Post</th>
<th align="center" valign="top">Change (95% CI)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" rowspan="4">General physiological indicator</td>
<td align="left" valign="top">Weight (kg)</td>
<td align="center" valign="middle">69.17&#x202F;&#x00B1;&#x202F;13.86</td>
<td align="center" valign="middle">68.57&#x202F;&#x00B1;&#x202F;14.58</td>
<td align="center" valign="middle">0.59 (&#x2212;0.32 to 1.51)</td>
<td align="center" valign="middle">64.81&#x202F;&#x00B1;&#x202F;12.67</td>
<td align="center" valign="middle">64.25&#x202F;&#x00B1;&#x202F;13.05</td>
<td align="center" valign="middle">0.56 (&#x2212;0.05 to 1.18)</td>
<td align="center" valign="middle">0.96</td>
</tr>
<tr>
<td align="left" valign="top">BMI (kg/m<sup>2</sup>)</td>
<td align="center" valign="middle">23.00&#x202F;&#x00B1;&#x202F;3.67</td>
<td align="center" valign="middle">23.10&#x202F;&#x00B1;&#x202F;3.65</td>
<td align="center" valign="middle">&#x2212;0.10 (&#x2212;0.25 to 0.06)</td>
<td align="center" valign="middle">23.50&#x202F;&#x00B1;&#x202F;3.35</td>
<td align="center" valign="middle">23.44&#x202F;&#x00B1;&#x202F;3.36</td>
<td align="center" valign="middle">0.06 (&#x2212;0.07 to 0.19)</td>
<td align="center" valign="middle">0.12</td>
</tr>
<tr>
<td align="left" valign="top">HR (points)</td>
<td align="center" valign="middle">84.00&#x202F;&#x00B1;&#x202F;13.85</td>
<td align="center" valign="middle">80.66&#x202F;&#x00B1;&#x202F;13.81</td>
<td align="center" valign="middle">3.34 (&#x2212;1.34 to 8.02)</td>
<td align="center" valign="middle">84.43&#x202F;&#x00B1;&#x202F;14.44</td>
<td align="center" valign="middle">80.62&#x202F;&#x00B1;&#x202F;9.99</td>
<td align="center" valign="middle">3.81 (&#x2212;0.37 to 7.99)</td>
<td align="center" valign="middle">0.88</td>
</tr>
<tr>
<td align="left" valign="top">Vital Capacity (mL)</td>
<td align="center" valign="middle">3402.24&#x202F;&#x00B1;&#x202F;747.80</td>
<td align="center" valign="middle">3404.83&#x202F;&#x00B1;&#x202F;750.13</td>
<td align="center" valign="middle">&#x2212;2.59 (&#x2212;114.54 to 109.37)</td>
<td align="center" valign="middle">3438.83&#x202F;&#x00B1;&#x202F;789.83</td>
<td align="center" valign="middle">3457.43&#x202F;&#x00B1;&#x202F;797.20</td>
<td align="center" valign="middle">&#x2212;18.60 (&#x2212;110.20 to 73.01)</td>
<td align="center" valign="middle">0.82</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Blood pressure</td>
<td align="left" valign="top">SBP (mmHg)</td>
<td align="center" valign="middle">122.88&#x202F;&#x00B1;&#x202F;18.87</td>
<td align="center" valign="middle">123.05&#x202F;&#x00B1;&#x202F;19.02</td>
<td align="center" valign="middle">&#x2212;0.17 (&#x2212;0.75 to 0.41)</td>
<td align="center" valign="middle">116.55&#x202F;&#x00B1;&#x202F;13.34</td>
<td align="center" valign="middle">117.13&#x202F;&#x00B1;&#x202F;13.56</td>
<td align="center" valign="middle">&#x2212;0.58 (&#x2212;1.17, 0.02)</td>
<td align="center" valign="middle">0.33</td>
</tr>
<tr>
<td align="left" valign="top">DBP (mmHg)</td>
<td align="center" valign="middle">75.27&#x202F;&#x00B1;&#x202F;8.58</td>
<td align="center" valign="middle">75.21&#x202F;&#x00B1;&#x202F;8.64</td>
<td align="center" valign="middle">0.05 (&#x2212;0.27 to 0.36)</td>
<td align="center" valign="middle">74.77&#x202F;&#x00B1;&#x202F;8.20</td>
<td align="center" valign="middle">74.68&#x202F;&#x00B1;&#x202F;8.08</td>
<td align="center" valign="middle">0.09 (&#x2212;0.14 to 0.31)</td>
<td align="center" valign="middle">0.85</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Upper limb muscle strength</td>
<td align="left" valign="top">RHGS (kg)</td>
<td align="center" valign="middle">31.94&#x202F;&#x00B1;&#x202F;10.38</td>
<td align="center" valign="middle">33.20&#x202F;&#x00B1;&#x202F;9.47</td>
<td align="center" valign="middle">&#x2212;1.26 (&#x2212;2.29 to &#x2212;0.23)</td>
<td align="center" valign="middle">31.95&#x202F;&#x00B1;&#x202F;9.14</td>
<td align="center" valign="middle">31.90&#x202F;&#x00B1;&#x202F;9.24</td>
<td align="center" valign="middle">0.05 (&#x2212;1.19 to 1.29)</td>
<td align="center" valign="middle">0.11</td>
</tr>
<tr>
<td align="left" valign="top">LHGS (kg)</td>
<td align="center" valign="middle">29.26&#x202F;&#x00B1;&#x202F;9.99</td>
<td align="center" valign="middle">30.00&#x202F;&#x00B1;&#x202F;10.24</td>
<td align="center" valign="middle">&#x2212;0.73 (&#x2212;1.79 to 0.32)</td>
<td align="center" valign="middle">30.08&#x202F;&#x00B1;&#x202F;8.98</td>
<td align="center" valign="middle">29.61&#x202F;&#x00B1;&#x202F;8.86</td>
<td align="center" valign="middle">0.47 (&#x2212;0.38 to 1.32)</td>
<td align="center" valign="middle">0.07</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Lower limb muscle strength</td>
<td align="left" valign="top">SLJ (points)</td>
<td align="center" valign="middle">188.27&#x202F;&#x00B1;&#x202F;33.46</td>
<td align="center" valign="middle">186.66&#x202F;&#x00B1;&#x202F;30.79</td>
<td align="center" valign="middle">1.61 (&#x2212;1.15 to 4.37)</td>
<td align="center" valign="middle">193.21&#x202F;&#x00B1;&#x202F;42.42</td>
<td align="center" valign="middle">191.74&#x202F;&#x00B1;&#x202F;39.95</td>
<td align="center" valign="middle">1.47 (&#x2212;1.38 to 4.31)</td>
<td align="center" valign="middle">0.94</td>
</tr>
<tr>
<td align="left" valign="top">1-min Squat (number)</td>
<td align="center" valign="middle">43.51&#x202F;&#x00B1;&#x202F;6.94</td>
<td align="center" valign="middle">43.54&#x202F;&#x00B1;&#x202F;8.13</td>
<td align="center" valign="middle">&#x2212;0.02 (&#x2212;2.06 to 2.00)</td>
<td align="center" valign="middle">47.34&#x202F;&#x00B1;&#x202F;8.31</td>
<td align="center" valign="middle">50.09&#x202F;&#x00B1;&#x202F;8.23 <sup>&#x002A;&#x002A;</sup></td>
<td align="center" valign="middle">&#x2212;2.74 (&#x2212;4.18 to &#x2212;1.31) <sup>#</sup></td>
<td align="center" valign="middle">0.03</td>
</tr>
<tr>
<td align="left" valign="top">Muscular endurance</td>
<td align="left" valign="top">1-min sit-up (number)</td>
<td align="center" valign="middle">34.39&#x202F;&#x00B1;&#x202F;8.13</td>
<td align="center" valign="middle">34.22&#x202F;&#x00B1;&#x202F;8.37</td>
<td align="center" valign="middle">0.17 (&#x2212;0.16 to 0.50)</td>
<td align="center" valign="middle">33.34&#x202F;&#x00B1;&#x202F;9.04</td>
<td align="center" valign="middle">33.36&#x202F;&#x00B1;&#x202F;9.15</td>
<td align="center" valign="middle">&#x2212;0.02 (&#x2212;0.31 to 0.26)</td>
<td align="center" valign="middle">0.37</td>
</tr>
<tr>
<td align="left" valign="top">Static balance</td>
<td align="left" valign="top">Balance (second)</td>
<td align="center" valign="middle">39.32&#x202F;&#x00B1;&#x202F;24.66</td>
<td align="center" valign="middle">42.02&#x202F;&#x00B1;&#x202F;25.09</td>
<td align="center" valign="middle">&#x2212;2.71 (&#x2212;5.84 to 0.43)</td>
<td align="center" valign="middle">45.72&#x202F;&#x00B1;&#x202F;31.77</td>
<td align="center" valign="middle">45.34&#x202F;&#x00B1;&#x202F;29.65</td>
<td align="center" valign="middle">0.38 (&#x2212;2.18 to 2.94)</td>
<td align="center" valign="middle">0.12</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Data are presented as Mean &#x00B1; SD. <sup>&#x002A;</sup><italic>p</italic>&#x202F;&#x003C;&#x202F;0.05 and <sup>&#x002A;&#x002A;</sup><italic>p</italic>&#x202F;&#x003C;&#x202F;0.01, intragroup comparison. <sup>#</sup><italic>p</italic>&#x202F;&#x003C;&#x202F;0.05 and <sup>##</sup><italic>p</italic>&#x202F;&#x003C;&#x202F;0.01, between-groups comparison at the same time. p value indicates differences in changes between the control and intervention group. Weight, Body Weight; BMI, Body Mass Index; SBP, Systolic Blood Pressure; DBP, Diastolic Blood Pressure; HR, Heart Rate; LHGS, Left-hand Grip Strength; RHGS, Right-hand Grip Strength; 1-min Sit-Up, 1-Minute Sit-Up Test; SLJ, Standing Long Jump; 1-min Squat, 1-Minute Squat Test.</p>
</table-wrap-foot>
</table-wrap>
<p>The between-group comparisons indicated that, following the 16-week Tai Chi intervention, participants in the intervention group exhibited a significant improvement in lower-limb muscle strength, as evidenced by a significant increase in the number of deep-squat repetitions completed in 1&#x202F;min (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05).</p>
</sec>
<sec id="sec16">
<label>3.3</label>
<title>Effects of tai chi exercise on mental outcomes in non-depressed college students with high perceived stress</title>
<p>As shown in <xref ref-type="table" rid="tab3">Table 3</xref>, within-group comparisons revealed significant improvements in the Tai Chi intervention group in perceived stress scores measured by the PSS questionnaire, sleep quality scores assessed by the PSQI questionnaire, body anxiety scores from the HAMA questionnaire, physical and mental fatigue scores as well as total scores in the FS-14 questionnaire, and physical functioning, social functioning, role limitations due to physical health, and mental health scores in the SF-36 questionnaire (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05). In contrast, no significant changes were observed in the control group (<italic>p</italic>&#x202F;&#x003E;&#x202F;0.05).</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Changes in mental indicators of the participants in the control and intervention groups.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top" colspan="2" rowspan="2">Index</th>
<th align="center" valign="top" colspan="3">Control (<italic>n</italic>&#x202F;=&#x202F;41)</th>
<th align="center" valign="top" colspan="3">Intervention (<italic>n</italic>&#x202F;=&#x202F;47)</th>
<th align="center" valign="top" rowspan="2"><italic>p</italic></th>
</tr>
<tr>
<th align="center" valign="top">Pre</th>
<th align="center" valign="top">Post</th>
<th align="center" valign="top">Change (95% CI)</th>
<th align="center" valign="top">Pre</th>
<th align="center" valign="top">Post</th>
<th align="center" valign="top">Change (95% CI)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="2">Perceived stress</td>
<td align="center" valign="top">44.73&#x202F;&#x00B1;&#x202F;3.67</td>
<td align="center" valign="top">46.09&#x202F;&#x00B1;&#x202F;3.23</td>
<td align="center" valign="top">&#x2212;1.36 (&#x2212;3.15 to 0.43)</td>
<td align="center" valign="top">45.43&#x202F;&#x00B1;&#x202F;2.72</td>
<td align="center" valign="top">43.23&#x202F;&#x00B1;&#x202F;2.83 <sup>&#x002A;&#x002A;</sup></td>
<td align="center" valign="top">2.19 (1.03 to 3.35) <sup>##</sup></td>
<td align="center" valign="top">0.00</td>
</tr>
<tr>
<td align="left" valign="top" colspan="2">Depression</td>
<td align="center" valign="top">40.37&#x202F;&#x00B1;&#x202F;4.65</td>
<td align="center" valign="top">41.62&#x202F;&#x00B1;&#x202F;11.22</td>
<td align="center" valign="top">&#x2212;1.26 (&#x2212;4.61 to 2.10)</td>
<td align="center" valign="top">41.83&#x202F;&#x00B1;&#x202F;5.01</td>
<td align="center" valign="top">42.02&#x202F;&#x00B1;&#x202F;7.07</td>
<td align="center" valign="top">&#x2212;0.19 (&#x2212;2.38 to 2.00)</td>
<td align="center" valign="top">0.58</td>
</tr>
<tr>
<td align="left" valign="top" colspan="2">Sleep quality (PSQI score)</td>
<td align="center" valign="top">5.02&#x202F;&#x00B1;&#x202F;2.62</td>
<td align="center" valign="top">5.41&#x202F;&#x00B1;&#x202F;2.90</td>
<td align="center" valign="top">&#x2212;0.39 (&#x2212;1.29 to 0.51)</td>
<td align="center" valign="top">5.72&#x202F;&#x00B1;&#x202F;2.64</td>
<td align="center" valign="top">3.96&#x202F;&#x00B1;&#x202F;1.60 <sup>&#x002A;&#x002A;</sup></td>
<td align="center" valign="top">1.77 (0.99 to 2.54) <sup>##</sup></td>
<td align="center" valign="top">0.00</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="3">Anxiety (HAMAscore)</td>
<td align="left" valign="top">HAMA/Mental (points)</td>
<td align="center" valign="top">6.80&#x202F;&#x00B1;&#x202F;4.95</td>
<td align="center" valign="top">5.76&#x202F;&#x00B1;&#x202F;3.56</td>
<td align="center" valign="top">1.04 (&#x2212;0.42 to 2.51)</td>
<td align="center" valign="top">6.32&#x202F;&#x00B1;&#x202F;4.90</td>
<td align="center" valign="top">6.40&#x202F;&#x00B1;&#x202F;3.86</td>
<td align="center" valign="top">&#x2212;0.09 (&#x2212;1.31 to 1.14)</td>
<td align="center" valign="top">0.23</td>
</tr>
<tr>
<td align="left" valign="top">HAMA/Somatic (points)</td>
<td align="center" valign="top">4.51&#x202F;&#x00B1;&#x202F;3.03</td>
<td align="center" valign="top">4.34&#x202F;&#x00B1;&#x202F;3.37</td>
<td align="center" valign="top">0.17 (&#x2212;0.94 to 1.28)</td>
<td align="center" valign="top">4.36&#x202F;&#x00B1;&#x202F;3.42</td>
<td align="center" valign="top">2.89&#x202F;&#x00B1;&#x202F;2.57<sup>&#x002A;&#x002A;</sup></td>
<td align="center" valign="top">1.47 (0.77 to 2.17) <sup>#</sup></td>
<td align="center" valign="top">0.04</td>
</tr>
<tr>
<td align="left" valign="top">HAMA/Total (points)</td>
<td align="center" valign="top">11.32&#x202F;&#x00B1;&#x202F;6.15</td>
<td align="center" valign="top">10.10&#x202F;&#x00B1;&#x202F;5.47</td>
<td align="center" valign="top">1.22 (&#x2212;0.76 to 3.19)</td>
<td align="center" valign="top">10.68&#x202F;&#x00B1;&#x202F;6.00</td>
<td align="center" valign="top">9.30&#x202F;&#x00B1;&#x202F;4.94</td>
<td align="center" valign="top">1.38 (0.00 to 2.76)</td>
<td align="center" valign="top">0.89</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="3">Fatigue (FS14 score)</td>
<td align="left" valign="top">FS14/Physical (points)</td>
<td align="center" valign="top">4.76&#x202F;&#x00B1;&#x202F;1.79</td>
<td align="center" valign="top">4.66&#x202F;&#x00B1;&#x202F;1.49</td>
<td align="center" valign="top">0.10 (&#x2212;0.49 to 0.69)</td>
<td align="center" valign="top">5.04&#x202F;&#x00B1;&#x202F;2.24</td>
<td align="center" valign="top">4.23&#x202F;&#x00B1;&#x202F;2.21<sup>&#x002A;&#x002A;</sup></td>
<td align="center" valign="top">0.81 (0.29 to 1.33)</td>
<td align="center" valign="top">0.07</td>
</tr>
<tr>
<td align="left" valign="top">FS14/Mental (points)</td>
<td align="center" valign="top">2.59&#x202F;&#x00B1;&#x202F;1.90</td>
<td align="center" valign="top">2.32&#x202F;&#x00B1;&#x202F;1.92</td>
<td align="center" valign="top">0.27 (&#x2212;0.26 to 0.80)</td>
<td align="center" valign="top">2.15&#x202F;&#x00B1;&#x202F;1.71</td>
<td align="center" valign="top">1.66&#x202F;&#x00B1;&#x202F;1.52<sup>&#x002A;</sup></td>
<td align="center" valign="top">0.49 (0.05 to 0.93)</td>
<td align="center" valign="top">0.52</td>
</tr>
<tr>
<td align="left" valign="top">FS14/Total (points)</td>
<td align="center" valign="top">7.34&#x202F;&#x00B1;&#x202F;2.41</td>
<td align="center" valign="top">6.98&#x202F;&#x00B1;&#x202F;2.43</td>
<td align="center" valign="top">0.37 (&#x2212;0.31 to 1.04)</td>
<td align="center" valign="top">7.19&#x202F;&#x00B1;&#x202F;3.00</td>
<td align="center" valign="top">5.89&#x202F;&#x00B1;&#x202F;2.70<sup>&#x002A;&#x002A;</sup></td>
<td align="center" valign="top">1.30 (0.56 to 2.04)</td>
<td align="center" valign="top">0.06</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="8">Health (SF36 score)</td>
<td align="left" valign="top">SF36/PF (points)</td>
<td align="center" valign="top">91.34&#x202F;&#x00B1;&#x202F;10.96</td>
<td align="center" valign="top">93.54&#x202F;&#x00B1;&#x202F;7.92</td>
<td align="center" valign="top">&#x2212;2.20 (&#x2212;5.15 to 0.76)</td>
<td align="center" valign="top">90.96&#x202F;&#x00B1;&#x202F;9.48</td>
<td align="center" valign="top">95.21&#x202F;&#x00B1;&#x202F;7.14 <sup>&#x002A;&#x002A;</sup></td>
<td align="center" valign="top">&#x2212;4.26 (&#x2212;6.80 to &#x2212;1.71)</td>
<td align="center" valign="top">0.29</td>
</tr>
<tr>
<td align="left" valign="top">SF36/RP (points)</td>
<td align="center" valign="top">72.56&#x202F;&#x00B1;&#x202F;30.00</td>
<td align="center" valign="top">68.90&#x202F;&#x00B1;&#x202F;30.51</td>
<td align="center" valign="top">3.66 (&#x2212;6.71 to 14.03)</td>
<td align="center" valign="top">76.06&#x202F;&#x00B1;&#x202F;29.00</td>
<td align="center" valign="top">88.30&#x202F;&#x00B1;&#x202F;17.17 <sup>&#x002A;&#x002A;</sup></td>
<td align="center" valign="top">&#x2212;12.23 (&#x2212;20.31 to &#x2212;4.15) <sup>#</sup></td>
<td align="center" valign="top">0.02</td>
</tr>
<tr>
<td align="left" valign="top">SF36/BP (points)</td>
<td align="center" valign="top">78.80&#x202F;&#x00B1;&#x202F;13.37</td>
<td align="center" valign="top">79.44&#x202F;&#x00B1;&#x202F;12.91</td>
<td align="center" valign="top">&#x2212;0.63 (&#x2212;4.78 to 3.51)</td>
<td align="center" valign="top">82.40&#x202F;&#x00B1;&#x202F;8.46</td>
<td align="center" valign="top">81.04&#x202F;&#x00B1;&#x202F;11.33</td>
<td align="center" valign="top">1.36 (&#x2212;1.92 to 4.64)</td>
<td align="center" valign="top">0.44</td>
</tr>
<tr>
<td align="left" valign="top">SF36/GH (points)</td>
<td align="center" valign="top">55.34&#x202F;&#x00B1;&#x202F;12.07</td>
<td align="center" valign="top">53.51&#x202F;&#x00B1;&#x202F;8.63</td>
<td align="center" valign="top">1.83 (&#x2212;1.92 to 5.58)</td>
<td align="center" valign="top">53.55&#x202F;&#x00B1;&#x202F;9.07</td>
<td align="center" valign="top">55.64&#x202F;&#x00B1;&#x202F;9.43</td>
<td align="center" valign="top">&#x2212;2.09 (&#x2212;5.15 to 0.98)</td>
<td align="center" valign="top">0.10</td>
</tr>
<tr>
<td align="left" valign="top">SF36/VT (points)</td>
<td align="center" valign="top">60.73&#x202F;&#x00B1;&#x202F;16.98</td>
<td align="center" valign="top">64.02&#x202F;&#x00B1;&#x202F;18.34</td>
<td align="center" valign="top">&#x2212;3.29 (&#x2212;8.95 to 2.36)</td>
<td align="center" valign="top">62.13&#x202F;&#x00B1;&#x202F;19.50</td>
<td align="center" valign="top">61.19&#x202F;&#x00B1;&#x202F;19.05</td>
<td align="center" valign="top">0.94 (&#x2212;4.30 to 6.17)</td>
<td align="center" valign="top">0.27</td>
</tr>
<tr>
<td align="left" valign="top">SF36/SF (points)</td>
<td align="center" valign="top">86.99&#x202F;&#x00B1;&#x202F;15.50</td>
<td align="center" valign="top">86.72&#x202F;&#x00B1;&#x202F;13.88</td>
<td align="center" valign="top">0.27 (&#x2212;4.78 to 5.32)</td>
<td align="center" valign="top">85.82&#x202F;&#x00B1;&#x202F;16.00</td>
<td align="center" valign="top">92.43&#x202F;&#x00B1;&#x202F;11.37 <sup>&#x002A;&#x002A;</sup></td>
<td align="center" valign="top">&#x2212;6.62 (&#x2212;11.22 to &#x2212;2.02) <sup>#</sup></td>
<td align="center" valign="top">0.045</td>
</tr>
<tr>
<td align="left" valign="top">SF36/RE (points)</td>
<td align="center" valign="top">46.34&#x202F;&#x00B1;&#x202F;37.92</td>
<td align="center" valign="top">59.35&#x202F;&#x00B1;&#x202F;41.84</td>
<td align="center" valign="top">&#x2212;13.01 (&#x2212;28.05 to 2.03)</td>
<td align="center" valign="top">51.06&#x202F;&#x00B1;&#x202F;41.03</td>
<td align="center" valign="top">51.06&#x202F;&#x00B1;&#x202F;44.42</td>
<td align="center" valign="top">0.00 (&#x2212;14.86&#x202F;&#x00B1;&#x202F;14.86)</td>
<td align="center" valign="top">0.22</td>
</tr>
<tr>
<td align="left" valign="top">SF36/MH (points)</td>
<td align="center" valign="top">71.02&#x202F;&#x00B1;&#x202F;13.08</td>
<td align="center" valign="top">74.63&#x202F;&#x00B1;&#x202F;15.58</td>
<td align="center" valign="top">&#x2212;3.61 (&#x2212;9.02 to 1.80)</td>
<td align="center" valign="top">71.64&#x202F;&#x00B1;&#x202F;16.72</td>
<td align="center" valign="top">78.98&#x202F;&#x00B1;&#x202F;15.55 <sup>&#x002A;</sup></td>
<td align="center" valign="top">&#x2212;7.34 (&#x2212;13.25 to &#x2212;1.43)</td>
<td align="center" valign="top">0.35</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Data are presented as Mean &#x00B1; SD. <sup>&#x002A;</sup><italic>p</italic>&#x202F;&#x003C;&#x202F;0.05 and <sup>&#x002A;&#x002A;</sup><italic>p</italic>&#x202F;&#x003C;&#x202F;0.01, intragroup comparison. <sup>#</sup><italic>p</italic>&#x202F;&#x003C;&#x202F;0.05 and <sup>##</sup><italic>p</italic>&#x202F;&#x003C;&#x202F;0.01, between-groups comparison at the same time. <italic>p</italic> value indicates differences in changes between the control and intervention group. Fatigue Scale-14; FS14/Physical, Physical Fatigue of Fatigue Scale-14; FS14/Mental, Mental Fatigue of Fatigue Scale-14; 36-Item Short Form Health Survey; SF36/MH, Mental Health of MOS 36-Item Short Form Health Survey; SF36/PF, Physical Functioning of MOS 36-Item Short Form Health Survey; SF36/RP, Role-Physical of MOS 36-Item Short Form Health Survey; SF36/BP, Bodily Pain of MOS 36-Item Short Form Health Survey; SF36/GH, General Health of MOS 36-Item Short Form Health Survey; SF36/VT, Vitality of MOS 36-Item Short Form Health Survey; SF36/SF, Social Functioning of MOS 36-Item Short Form Health Survey; SF36/RE, Role-Emotional of MOS.</p>
</table-wrap-foot>
</table-wrap>
<p>Between-group comparisons indicated that, following the 16-week Tai Chi intervention, participants in the intervention group demonstrated significant improvements in perceived stress, sleep quality, somatic anxiety, role limitations due to physical health, and social functioning, as reflected in the scores of the PSS, PSQI, the somatic anxiety subscale of the HAMA, and the role-physical and social functioning domains of the SF-36 (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.05).</p>
</sec>
</sec>
<sec sec-type="discussion" id="sec17">
<label>4</label>
<title>Discussion</title>
<p>This study demonstrates that a 16-week Tai Chi intervention led to significant and concurrent improvements across multiple health domains in non-depressed college students with high perceived stress&#x2014;a preclinical subgroup at elevated risk for stress-related morbidity. As illustrated in <xref ref-type="fig" rid="fig2">Figure 2</xref>, participants in the Tai Chi group showed enhanced lower-limb muscular endurance (reflected by 1-min squat performance), reduced perceived stress (PSS), improved sleep quality (indicated by lower PSQI total scores), and decreased somatic anxiety (HAMA-Somatic subscale). These findings provide evidence supporting the utility of Tai Chi as an integrated intervention that concurrently enhances health-related physical fitness and alleviates key stress-related symptoms in this younger, non-clinical yet high-risk population, which has been underrepresented in previous research focusing primarily on older or clinical cohorts.</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Tai Chi intervention effects in high-stress, non-depressed students.</p>
</caption>
<graphic xlink:href="fpubh-13-1613384-g002.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Flowchart showing the effects of Tai Chi exercise on non-depressed college students with high perceived stress. Tai Chi positively affects one-minute squat endurance and sleep quality, and negatively impacts perceived stress and somatic anxiety.</alt-text>
</graphic>
</fig>
<p>To interpret these findings, a multidimensional framework encompassing biomechanical, neurophysiological, and psychosocial pathways can be proposed. While the present design does not allow for causal inference, the interrelationships between these pathways offer a plausible, theoretical model for understanding Tai Chi&#x2019;s potential effects. First, on a biomechanical level, the significant improvement in lower-limb muscular endurance is consistent with the demands of Tai Chi&#x2019;s characteristic sustained, knee-flexed postures, which engage the quadriceps and related muscle groups (<xref ref-type="bibr" rid="ref59">59</xref>). We speculate that this physical adaptation may be particularly beneficial for college students, as it could help counteract the physical fatigue and musculoskeletal discomfort that often accompanies chronic academic stress (<xref ref-type="bibr" rid="ref60">60</xref>, <xref ref-type="bibr" rid="ref61">61</xref>). It is plausible that alleviating such somatic strain may, in turn, contribute to the observed reductions in global perceived stress and somatic anxiety, potentially by modulating the physical manifestations of stress.</p>
<p>Second, the observed reductions in perceived stress and somatic anxiety may be understood through neurophysiological perspectives. The integration of mindful movement, breath regulation, and meditative focus in Tai Chi is theorized to promote autonomic nervous system regulation, potentially favoring parasympathetic dominance (<xref ref-type="bibr" rid="ref17">17</xref>, <xref ref-type="bibr" rid="ref62">62</xref>). Such a shift could be associated with the stabilization of physiological stress responses, offering a possible explanation for the parallel improvements in sleep quality (<xref ref-type="bibr" rid="ref63">63</xref>). The fact that significant improvement was specific to somatic anxiety, rather than emotional anxiety (HAMA), might suggest that the intervention&#x2019;s initial effects are more pronounced on the physiological and somatic level, possibly through enhancing body awareness and regulation, before significantly influencing core affective dimensions (<xref ref-type="bibr" rid="ref64">64</xref>, <xref ref-type="bibr" rid="ref65">65</xref>).</p>
<p>Third, the enhancements in social functioning, and fewer physical health-related role limitations point to potentially important psychosocial processes. The group-based delivery of the intervention inherently created a context for social support and interaction, which may have been particularly beneficial for high-stress individuals who might otherwise experience social withdrawal (<xref ref-type="bibr" rid="ref66">66</xref>). Furthermore, the process of mastering movement sequences and perceiving physical improvements may foster a strengthened sense of self-efficacy and perceived control&#x2014;a process that could be termed &#x201C;mind&#x2013;body fortification&#x201D; (<xref ref-type="bibr" rid="ref66">66</xref>, <xref ref-type="bibr" rid="ref67">67</xref>). This enhanced self-efficacy might empower students to engage more fully in daily activities, thereby improving physical health-related role limitations and social functioning. The reduction in both physical and mental fatigue (FS-14) could be understood as a downstream effect of this process, where increased bodily stamina and the practice-induced relaxation may collectively alleviate exhaustion and its cognitive burden (<xref ref-type="bibr" rid="ref68">68</xref>, <xref ref-type="bibr" rid="ref69">69</xref>).</p>
<p>Collectively, these findings position Tai Chi as a holistic intervention with relevance for the embodied experience of stress in a high-risk, preclinical student population. The co-occurrence of benefits across diverse domains suggests potentially synergistic effects. For instance, gains in physical endurance may support reductions in fatigue and somatic anxiety, which could then facilitate lower stress perception and greater social participation, thereby collectively building resilience. This profile highlights the innovative preventive value of Tai Chi as a campus-based strategy, specifically aimed at mitigating risk factors and promoting protective factors in a group that remains underrepresented in exercise intervention research, thereby potentially altering the trajectory toward more severe stress-related morbidity (<xref ref-type="bibr" rid="ref62">62</xref>, <xref ref-type="bibr" rid="ref70">70</xref>, <xref ref-type="bibr" rid="ref71">71</xref>). Future research should prioritize longer-term trials to assess the sustainability of benefits and their impact on affective anxiety. Crucially, mechanistic studies incorporating physiological biomarkers and psychological mediators are needed to empirically validate the theoretical pathways proposed in this framework.</p>
</sec>
<sec id="sec18">
<label>5</label>
<title>Limitation</title>
<p>Although this study provides valuable insights into the effects of Tai Chi training among non-depressed college students with high perceived stress, several limitations warrant acknowledgment. First, we recognize the multidimensional nature of stress assessment&#x2014;while the PSS remains the gold standard for measuring perceived stress, future research would benefit from complementing PSS scores with physiological biomarkers (e.g., cortisol assays) or autonomic nervous system markers (e.g., heart rate variability) to achieve more comprehensive stress characterization, as noted in our revised discussion. Second, the single-intervention timepoint design limits our understanding of temporal effects; subsequent studies should incorporate multiple intervention timepoints to examine dose&#x2013;response relationships. Future dose- and frequency-matched trials with active exercise comparators (e.g., brisk walking, flexibility training, or non-mindful calisthenics) are warranted to further distinguish Tai Chi&#x2013;specific effects from general effects of physical activity. Third, the homogeneous sample of Chinese college students constrains generalizability, highlighting the need for cross-cultural validation across diverse ethnicities, regions, and populations (including non-depressed individuals with high stress from varying socioeconomic backgrounds). Finally, the underlying mechanisms through which Tai Chi improves psychological outcomes in this population remain unclear, necessitating multidisciplinary investigations integrating neurobiological, physiological, and psychological measures to elucidate the pathways of action.</p>
</sec>
<sec sec-type="conclusions" id="sec19">
<label>6</label>
<title>Conclusion</title>
<p>This study investigated the effects of Tai Chi exercise on non-depressed college students experiencing high perceived stress&#x2014;a preclinical population at elevated risk for psychological deterioration. The 16-week Tai Chi intervention resulted in significant improvements compared to the control group across multiple domains, including lower-limb muscular endurance (as assessed by the deep-squat test), perceived stress levels, sleep quality, somatic anxiety, and the role limitations due to physical health and social functioning domains of the SF-36 questionnaire. These findings provide robust evidence that Tai Chi is an effective, feasible campus-based intervention for enhancing both mental and health-related physical fitness in this high-risk student subgroup. By mitigating key stress-related impairments and fostering resilience, Tai Chi holds significant promise as a valuable public health strategy for preventing the progression toward stress-related morbidity, including depression, within college populations.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec20">
<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 sec-type="ethics-statement" id="sec21">
<title>Ethics statement</title>
<p>The studies involving humans were approved by the Ethics Committee of Tongji University (2021tjdx024). The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study. Written informed consent was obtained from the individual(s) for the publication of any potentially identifiable images or data included in this article.</p>
</sec>
<sec sec-type="author-contributions" id="sec22">
<title>Author contributions</title>
<p>JS: Conceptualization, Methodology, Writing - original draft, Writing - review &#x0026; editing. KY: Methodology, Software, Writing - original draft, Writing - review &#x0026; editing. RZ: Investigation, Writing - original draft. HL: Formal analysis, Writing - original draft. MZ: Validation, Writing - review &#x0026; editing. HY: Visualization, Writing - review &#x0026; editing. AC: Project administration, Writing - original draft, Writing - review &#x0026; editing.</p>
</sec>

<sec sec-type="COI-statement" id="sec24">
<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="ai-statement" id="sec25">
<title>Generative AI statement</title>
<p>The authors 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>
</sec>
<sec sec-type="disclaimer" id="sec26">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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</ref-list><fn-group><fn id="fn0001" fn-type="custom" custom-type="edited-by"><p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/236960/overview">Jason H. Huang</ext-link>, Baylor Scott and White Health, United States</p></fn>
<fn id="fn0002" fn-type="custom" custom-type="reviewed-by"><p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1388984/overview">Yuke Teng</ext-link>, Chengdu University of Traditional Chinese Medicine, China</p><p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1535322/overview">Yi Wang</ext-link>, Weinan Normal University, China</p></fn></fn-group></back>
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