<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.0 20040830//EN" "journalpublishing.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="2.0" xml:lang="en" article-type="research-article"><front><journal-meta><journal-id journal-id-type="nlm-ta">JMIR Public Health Surveill</journal-id><journal-id journal-id-type="publisher-id">publichealth</journal-id><journal-id journal-id-type="index">9</journal-id><journal-title>JMIR Public Health and Surveillance</journal-title><abbrev-journal-title>JMIR Public Health Surveill</abbrev-journal-title><issn pub-type="epub">2369-2960</issn><publisher><publisher-name>JMIR Publications</publisher-name><publisher-loc>Toronto, Canada</publisher-loc></publisher></journal-meta><article-meta><article-id pub-id-type="publisher-id">v11i1e53549</article-id><article-id pub-id-type="doi">10.2196/53549</article-id><article-categories><subj-group subj-group-type="heading"><subject>Original Paper</subject></subj-group></article-categories><title-group><article-title>Exploring Social-Ecological Pathways From Sexual Identity to Sleep Among Chinese Women: Structural Equation Modeling Analysis</article-title></title-group><contrib-group><contrib contrib-type="author"><name name-style="western"><surname>Wu</surname><given-names>Chanchan</given-names></name><degrees>BSc, MSc, PhD</degrees><xref ref-type="aff" rid="aff1"/></contrib><contrib contrib-type="author"><name name-style="western"><surname>Chau</surname><given-names>Pui Hing</given-names></name><degrees>BSocSci, PhD</degrees><xref ref-type="aff" rid="aff1"/></contrib><contrib contrib-type="author" corresp="yes"><name name-style="western"><surname>Choi</surname><given-names>Edmond Pui Hang</given-names></name><degrees>BNurs, MPhil, PhD</degrees><xref ref-type="aff" rid="aff1"/></contrib></contrib-group><aff id="aff1"><institution>School of Nursing, Li Ka Shing Faculty of Medicine, The University of Hong Kong</institution><addr-line>5/F, Academic Building, 3 Sassoon Road, Pok Fu Lam</addr-line><addr-line>Hong Kong</addr-line><country>China (Hong Kong)</country></aff><contrib-group><contrib contrib-type="editor"><name name-style="western"><surname>Mavragani</surname><given-names>Amaryllis</given-names></name></contrib></contrib-group><contrib-group><contrib contrib-type="reviewer"><name name-style="western"><surname>AL-Asadi</surname><given-names>Ali</given-names></name></contrib><contrib contrib-type="reviewer"><name name-style="western"><surname>Chen</surname><given-names>Qingwei</given-names></name></contrib></contrib-group><author-notes><corresp>Correspondence to Edmond Pui Hang Choi, BNurs, MPhil, PhD, School of Nursing, Li Ka Shing Faculty of Medicine, The University of Hong Kong, 5/F, Academic Building, 3 Sassoon Road, Pok Fu Lam, Hong Kong, China (Hong Kong), 852 39176972; <email>h0714919@connect.hku.hk</email></corresp></author-notes><pub-date pub-type="collection"><year>2025</year></pub-date><pub-date pub-type="epub"><day>21</day><month>1</month><year>2025</year></pub-date><volume>11</volume><elocation-id>e53549</elocation-id><history><date date-type="received"><day>10</day><month>10</month><year>2023</year></date><date date-type="rev-recd"><day>22</day><month>10</month><year>2024</year></date><date date-type="accepted"><day>29</day><month>10</month><year>2024</year></date></history><copyright-statement>&#x00A9; Chanchan Wu, Pui Hing Chau, Edmond Pui Hang Choi. Originally published in JMIR Public Health and Surveillance (<ext-link ext-link-type="uri" xlink:href="https://publichealth.jmir.org">https://publichealth.jmir.org</ext-link>), 21.1.2025. </copyright-statement><copyright-year>2025</copyright-year><license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (<ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link>), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Public Health and Surveillance, is properly cited. The complete bibliographic information, a link to the original publication on <ext-link ext-link-type="uri" xlink:href="https://publichealth.jmir.org">https://publichealth.jmir.org</ext-link>, as well as this copyright and license information must be included.</p></license><self-uri xlink:type="simple" xlink:href="https://publichealth.jmir.org/2025/1/e53549"/><abstract><sec><title>Background</title><p>Women and sexual minority individuals have been found to be at higher risk for experiencing poor sleep health compared to their counterparts. However, research on the sleep health of sexual minority women (SMW) is lacking in China.</p></sec><sec><title>Objective</title><p>This study aimed to examine sleep quality and social support for Chinese women with varied sexual identities, and then investigate the in-depth relationships between sexual identity and sleep.</p></sec><sec sec-type="methods"><title>Methods</title><p>This was a cross-sectional web-based survey. All participants completed a structured questionnaire containing a set of sociodemographic items referring to the social-ecological model of sleep health, the Pittsburgh Sleep Quality Index, the Social Support Rating Scale, and social relationships and environment domains of the World Health Organization Quality of Life-abbreviated short version. Pearson correlation coefficients were used to examine the relationship between sleep quality and social support as well as the two domains of quality of life. Structural equation modeling analysis was used to explore the social-ecological relationships.</p></sec><sec sec-type="results"><title>Results</title><p>A total of 250 cisgender heterosexual women (CHW) and 259 SMW were recruited from July to September 2021. A total of 241 (47.3%) women experienced poor sleep quality and the rate was significantly higher in SMW than in CHW (55.2% vs 39.2%, <italic>P</italic>&#x003C;.001). Around one-fifth of SMW reported low levels of social support, which was significantly higher than that of CHW (21.6% vs 5.6%, <italic>P</italic>&#x003C;.001). Pearson correlations showed that overall sleep quality was significantly negatively associated with social support with weak correlations (<italic>r=</italic>&#x2212;0.26, <italic>P</italic>&#x003C;.001). The final structural equation modeling analysis with satisfactory fit indices identified 6 social-ecological pathways, showing that alcohol use, objective support, utilization of support, and perceived social relationship and environment quality of life played important roles in the sleep quality of individuals from their sexual identity.</p></sec><sec sec-type="conclusions"><title>Conclusions</title><p>SMW experienced poorer sleep quality compared to CHW. Further research is recommended to address the modifiable factors affecting sleep and then implement tailored sleep improvement programs.</p></sec></abstract><kwd-group><kwd>sleep</kwd><kwd>social support</kwd><kwd>sexual minority women</kwd><kwd>social-ecological model</kwd><kwd>quality of life</kwd><kwd>structural equation model</kwd><kwd>Chinese women</kwd><kwd>China</kwd><kwd>women</kwd><kwd>structural equation modeling analysis</kwd><kwd>sleep quality</kwd><kwd>sexual identity</kwd><kwd>survey</kwd><kwd>heterosexual</kwd><kwd>cisgender</kwd></kwd-group></article-meta></front><body><sec id="s1" sec-type="intro"><title>Introduction</title><p>Sleep is a crucial element that significantly impacts health across all populations. As a modifiable behavior, sleep is strongly linked to health and well-being [<xref ref-type="bibr" rid="ref1">1</xref>], and abnormal sleep has been proven to be signi&#xFB01;cantly associated with an extensive range of adverse health-related outcomes [<xref ref-type="bibr" rid="ref2">2</xref>,<xref ref-type="bibr" rid="ref3">3</xref>]. Consequently, sleep health is increasingly recognized as a public health issue that concerns everyone [<xref ref-type="bibr" rid="ref4">4</xref>,<xref ref-type="bibr" rid="ref5">5</xref>]. Sleep quality is widely used to evaluate sleep health and includes both objective and subjective aspects of sleep [<xref ref-type="bibr" rid="ref6">6</xref>]. Many studies have shown that women generally experience poorer sleep quality than age-matched men, possibly due to the influence of sex steroids over sleep [<xref ref-type="bibr" rid="ref7">7</xref>,<xref ref-type="bibr" rid="ref8">8</xref>]. Although research on sleep health among vulnerable populations has gradually increased, most studies have been limited to racial or ethnic minorities [<xref ref-type="bibr" rid="ref7">7</xref>,<xref ref-type="bibr" rid="ref9">9</xref>-<xref ref-type="bibr" rid="ref12">12</xref>], and knowledge of sleep health among sexual minority populations is relatively scarce [<xref ref-type="bibr" rid="ref13">13</xref>].</p><p>To date, only 3 reviews have been published on the sleep health of sexual minorities, with all being narrative reviews that contain a very limited number of studies [<xref ref-type="bibr" rid="ref14">14</xref>-<xref ref-type="bibr" rid="ref16">16</xref>], reflecting the fact that relevant research is still in its infancy. Overall, these reviews suggest that sleep health constitutes an unmet health need for sexual minorities, and sleep health disparities related to sexual identity have been widely documented. Consistently, existing studies have recognized that sexual minority individuals experience significantly worse sleep quality than their cisgender and heterosexual peers. Furthermore, women and sexual minority individuals reported more sleep dif&#xFB01;culties than did men or heterosexual participants [<xref ref-type="bibr" rid="ref17">17</xref>], and sexual minority women (SMW) were more likely to report a higher prevalence of poor sleep quality than heterosexual women regardless of race/ethnicity [<xref ref-type="bibr" rid="ref18">18</xref>-<xref ref-type="bibr" rid="ref20">20</xref>], especially those in less supportive environments [<xref ref-type="bibr" rid="ref21">21</xref>]. Additionally, SMW were more vulnerable to experiencing sleep disturbances than both sexual minority and heterosexual men [<xref ref-type="bibr" rid="ref22">22</xref>], indicating that the sleep health of SMW deserves more attention.</p><p>The current evidence on sleep health among sexual minority Chinese is very limited; it remains an understudied area of research. So far, there are only 3 relevant studies, 2 of which are based on the analysis of data from nationwide school-based surveys of adolescents [<xref ref-type="bibr" rid="ref23">23</xref>,<xref ref-type="bibr" rid="ref24">24</xref>] and college students [<xref ref-type="bibr" rid="ref25">25</xref>], indicating that sexual minority status was significantly associated with poor sleep quality. Notably, there is only 1 study that specifically investigated the sleep and discrimination experienced by lesbian, gay, and bisexual individuals in Hong Kong [<xref ref-type="bibr" rid="ref26">26</xref>], and the results showed that discrimination experienced was associated with greater sleep disturbance, which in turn led to poorer physical and mental health conditions.</p><p>Health-related research on sexual minority Chinese also exhibits significant gender disparities, manifested by a substantially higher focus on the male sexual minority population than on female groups [<xref ref-type="bibr" rid="ref27">27</xref>]. A recently published scoping review that mapped all the scientific literature and gray reports on the health needs of women with same-sex attraction in mainland China determined that Chinese sexual minority women have multiple unmet health needs [<xref ref-type="bibr" rid="ref28">28</xref>], such as substance abuse, concerning mental health, and sexual and reproductive health. However, little is known about their sleep health, which is a crucial health issue that deserves more attention.</p><p>Research on factors affecting sleep has received more attention in recent years [<xref ref-type="bibr" rid="ref29">29</xref>,<xref ref-type="bibr" rid="ref30">30</xref>]. Grandner et al [<xref ref-type="bibr" rid="ref31">31</xref>,<xref ref-type="bibr" rid="ref32">32</xref>] initially proposed the social-ecological model of sleep health that integrated possible determinants of sleep and sleep-induced health outcomes from a global perspective. This model has been applied to studies in different populations [<xref ref-type="bibr" rid="ref9">9</xref>,<xref ref-type="bibr" rid="ref33">33</xref>,<xref ref-type="bibr" rid="ref34">34</xref>] but has not yet been applied to sexual minority populations. Regarding the determinants of sleep, this model considers from a socio-ecological perspective that sleep may be determined by multiple causes at 3 levels, including the individual level, social level, and societal level.</p><p>Individual-level factors contain all aspects directly related to individuals&#x2019; sleep such as genetics and sleep-related behaviors. A growing body of literature suggests that alcohol use has detrimental effects on sleep [<xref ref-type="bibr" rid="ref35">35</xref>] by reducing sleep quality [<xref ref-type="bibr" rid="ref36">36</xref>]. Meanwhile, there is also comprehensive evidence that the pooled association between alcohol use and sleep disorders was not significant [<xref ref-type="bibr" rid="ref37">37</xref>], suggesting that the relationship between alcohol use and sleep needs further investigation. Similarly, smoking has been identified as another sleep determinant [<xref ref-type="bibr" rid="ref38">38</xref>], with smokers being more vulnerable to poorer sleep quality [<xref ref-type="bibr" rid="ref39">39</xref>]. In China, a review targeting sexual minority women concluded that the prevalence of smoking and alcohol use among minority women was much higher than among general women [<xref ref-type="bibr" rid="ref28">28</xref>]. Therefore, alcohol use and smoking status need to be considered along with sexual identity when exploring individual-level factors that affect sleep quality.</p><p>Social-level factors influencing sleep could be socioeconomic status, ethnicity, and social support. Ethnic minorities and individuals from disadvantaged economic backgrounds generally report lower sleep quality [<xref ref-type="bibr" rid="ref12">12</xref>,<xref ref-type="bibr" rid="ref13">13</xref>]. In addition, a review of sleep research concluded that financial hardship is associated with poor sleep health in the general population [<xref ref-type="bibr" rid="ref16">16</xref>]. Notably, many studies have confirmed that social support is a key factor affecting sleep [<xref ref-type="bibr" rid="ref40">40</xref>,<xref ref-type="bibr" rid="ref41">41</xref>], with greater social support associated with better sleep outcomes [<xref ref-type="bibr" rid="ref42">42</xref>-<xref ref-type="bibr" rid="ref45">45</xref>], while having strained relationships was linked to more troubled sleep [<xref ref-type="bibr" rid="ref46">46</xref>]. Compared with heterosexual populations, social support has unique functions in sexual minority individuals, but they reported receiving less support [<xref ref-type="bibr" rid="ref47">47</xref>]. Therefore, when exploring social-level factors affecting sleep quality, conditions such as ethnicity, education, employment, and economic status need to be considered in addition to social support.</p><p>Regarding societal-level factors affecting sleep, geography, physical environment, and other aspects of the environment could be grouped into this category [<xref ref-type="bibr" rid="ref32">32</xref>], and environmental factors may positively or negatively impact sleep [<xref ref-type="bibr" rid="ref48">48</xref>]. A cohort study also found a link between declining social relationship quality and poor sleep quality [<xref ref-type="bibr" rid="ref49">49</xref>]. The societal-level factors are closely linked to everyone&#x2019;s livelihood, and therefore it is worth exploring whether individuals are local residents or new migrants to their current residence and whether they are cohabitating with others. The abovementioned factors involved in the social-ecological model might have direct or indirect impacts on sleep, but the associations among these factors have not been fully studied.</p><p>Despite the evident vulnerability of women and sexual minorities to poor sleep, there has been little research on their sleep health. Meanwhile, in China, research on the sleep health of sexual minorities, although gradually receiving attention in recent years, is still very limited, and there is currently no research specifically on the sleep of sexual minority women. To help eliminate inequalities in sleep health, a more diverse and inclusive sample, including women of different sexual identities, is greatly needed. Therefore, this study aimed to examine the sleep quality and social support in Chinese adult women, compare them between SMW and cisgender heterosexual women (CHW), then investigate the in-depth relationships between sexual identity and sleep using structural equation modeling (SEM) in the Chinese context.</p></sec><sec id="s2" sec-type="methods"><title>Methods</title><sec id="s2-1"><title>Participants and Recruitment</title><p>This was a web-based cross-sectional study. The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) checklist [<xref ref-type="bibr" rid="ref50">50</xref>] was used for reporting the study findings. Eligible participants were Chinese women who: (1) were at least 18 years old, (2) self-identi&#xFB01;ed as female or were assigned female gender at birth, and (3) were able to read and understand Mandarin Chinese.</p><p>Generally, the minimum sample size for SEM is 200 [<xref ref-type="bibr" rid="ref51">51</xref>,<xref ref-type="bibr" rid="ref52">52</xref>], and the sample size needs to be more than 25 times the number of parameters as a rule of thumb [<xref ref-type="bibr" rid="ref53">53</xref>]. In this study, based on the hypothesized model, it is evident that 10 variables are expected to be entered into the SEM model validation, thus the minimum sample size is 250.</p><p>Convenience sampling and respondent-driven sampling methods were used to recruit this relatively hidden population [<xref ref-type="bibr" rid="ref54">54</xref>,<xref ref-type="bibr" rid="ref55">55</xref>], by releasing the study poster via 4 popular nongovernmental organizations and encouraging respondents to help recruit potential peers through their network of connections. Details regarding the recruitment procedure have been previously reported [<xref ref-type="bibr" rid="ref56">56</xref>].</p><p>In this study, 524 questionnaires were collected between July and September 2021, of which 15 were excluded for being cisgender men, adolescents, or invalid data. Finally, a total of 509 (97.1%) adult women were enrolled in the study with no missing data.</p></sec><sec id="s2-2"><title>Ethical Considerations</title><p>This study was approved by the Human Research Ethics Committee of the University of Hong Kong (reference number EA210325) on July 8, 2021. Electronic written consent was obtained for each study participant. Data were collected using an online survey platform (Wenjuanxing), and no compensation was provided. All information collected during the study was kept anonymous and strictly confidential.</p></sec><sec id="s2-3"><title>Measures</title><sec id="s2-3-1"><title>Pittsburgh Sleep Quality Index</title><p>The Pittsburgh Sleep Quality Index (PSQI) is a commonly used measure of individuals&#x2019; sleep quality [<xref ref-type="bibr" rid="ref14">14</xref>,<xref ref-type="bibr" rid="ref57">57</xref>]. It includes 19 self-rated items, and they generate 7 component scores with an average weight of 0&#x2010;3 points. The Chinese version of the PSQI has been previously validated [<xref ref-type="bibr" rid="ref58">58</xref>,<xref ref-type="bibr" rid="ref59">59</xref>] and was used in this study. Specifically, the seven components are: (1) subjective sleep quality, (2) sleep latency, (3) sleep duration, (4) habitual sleep efficiency, (5) sleep disturbances, (6) sleeping medication use, and (7) daytime dysfunction. The sum of the 7 component scores yields 1 global score, ranging from 0 to 21 points, and higher scores represent poorer sleep quality. A global PSQI score &#x003E;5 indicates poor sleep quality [<xref ref-type="bibr" rid="ref6">6</xref>,<xref ref-type="bibr" rid="ref57">57</xref>].</p></sec><sec id="s2-3-2"><title>Social Support Rating Scale</title><p>The Social Support Rating Scale (SSRS) is a 10-item scale specially designed for the Chinese population with sound reliability and validity [<xref ref-type="bibr" rid="ref60">60</xref>]. It includes three dimensions of social support: (1) subjective support, (2) utilization of support, and (3) objective support. The full-scale score and dimension scores are the sum of the scores of each item, with higher scores indicating higher levels of social support [<xref ref-type="bibr" rid="ref61">61</xref>,<xref ref-type="bibr" rid="ref62">62</xref>]. In addition, a total score of 22 or below could be classified as low level, 23&#x2010;44 as medium level, and 45&#x2010;66 as a high level of social support [<xref ref-type="bibr" rid="ref63">63</xref>].</p></sec><sec id="s2-3-3"><title>World Health Organization Quality of Life &#x2013; Abbreviated Short Version</title><p>The World Health Organization Quality of Life &#x2013; Abbreviated Short Version (WHOQOL-BREF) is a generic quality of life (Qol) measure comprising 4 domains, and the psychometric properties of its Chinese version have been con&#xFB01;rmed [<xref ref-type="bibr" rid="ref64">64</xref>-<xref ref-type="bibr" rid="ref66">66</xref>]. According to the social-ecological model of sleep [<xref ref-type="bibr" rid="ref32">32</xref>], social relationships and environment could be considered as the societal-level factors affecting sleep, but there is little evidence of associations between sleep and these factors. Thus, this study used the social relationship domain and environment domain of the WHOQOL-BREF as societal-level factors of sleep for investigation. Each domain score can be transformed into a score ranging from 4 to 20, with higher scores representing better Qol [<xref ref-type="bibr" rid="ref64">64</xref>,<xref ref-type="bibr" rid="ref67">67</xref>].</p></sec><sec id="s2-3-4"><title>Sociodemographic Information</title><p>All participants completed a set of sociodemographic items that were widely reported in previous studies referring to the social-ecological model of sleep health [<xref ref-type="bibr" rid="ref31">31</xref>,<xref ref-type="bibr" rid="ref32">32</xref>], including individual-level factors (sexual identity, age, smoking status, alcohol use status, drug use status), social-level factors (ethnicity, education, employment, income, number of friends, social support, relationship status, bed-sharing situation), and societal-level factors (local resident or not, duration in current residence, cohabitation situation, social relationship and environment Qol).</p></sec></sec><sec id="s2-4"><title>Statistical Analysis</title><p>Descriptive statistics were reported on participants&#x2019; demographic characteristics, sleep quality, and social support. Independent <italic>t</italic> tests and <italic>&#x03C7;</italic><sup>2</sup> tests were conducted for comparisons between SMW and CHW. Cohen <italic>d</italic> effect size was calculated [<xref ref-type="bibr" rid="ref68">68</xref>].</p><sec id="s2-4-1"><title>Social-Ecological Factors Identification</title><p>Pearson correlation coefficients were used to examine the relationship between sleep quality and social support as well as the 2 domains of quality of life, and the correlations were defined as strong (&#x2265;0.5), moderate (&#x2265;0.3 and &#x003C;0.5), or weak (&#x003C;0.3) [<xref ref-type="bibr" rid="ref68">68</xref>]. Then, independent <italic>t</italic> tests, 1-way ANOVA, and multiple linear regressions were performed to identify factors significantly associated with sleep quality.</p></sec><sec id="s2-4-2"><title>Structural Equation Modeling Analysis</title><p>Based on the factors identified previously (which will be further detailed in the Results section), with reference to the socio-ecological model of sleep, the following factors with significant coefficients were simultaneously entered into the SEM analysis, including sexual identity (binary), alcohol use (binary), and smoking (binary) (identified as individual-level factors); the number of friends (categorical) and social support (continuous) (identified as social-level factors); and social relationship Qol (continuous) and environment Qol (continuous) (identified as societal-level factors). Sleep quality was treated as the latent construct using the 7 domains of the PSQI measure. The hypothesized model for socioecological in&#xFB02;uences on sleep based on the social-ecological model of sleep is shown in <xref ref-type="fig" rid="figure1">Figure 1</xref>.</p><fig position="float" id="figure1"><label>Figure 1.</label><caption><p>Hypothesized model for socioecological in&#xFB02;uences on sleep (based on the social-ecological model of sleep). PSQI: Pittsburgh Sleep Quality Index; Qol: Quality of life; Qol_Env: Environment domain of Qol; Qol_Soc: Social relationship of Qol; SSRS: Social Support Rating Scale; SSRS-D1: objective support; SSRS-D2: subjective support; SSRS-D3: utilization of support.</p></caption><graphic alt-version="no" mimetype="image" position="float" xlink:type="simple" xlink:href="publichealth_v11i1e53549_fig01.png"/></fig><p>All identified variables and the 7 components of sleep quality were included in the SEM model to test the hypothesized relationships among the previously listed variables. Standardized coefficients (&#x03B2;), standard errors, and associated <italic>P</italic> values are reported for all paths of the final model. Model goodness of fit was evaluated using chi-square (<italic>&#x03C7;</italic><sup>2</sup>), root mean square error of approximation (RMSEA), comparative fit index (CFI), Tucker-Lewis index (TLI), and standardized root mean square residual (SRMR). The model fit was considered adequate [<xref ref-type="bibr" rid="ref69">69</xref>,<xref ref-type="bibr" rid="ref70">70</xref>] when RMSEA (90% CI) &#x2264;0.08, CFI &#x2265;0.90, TLI &#x2265;0.90, and SRMR &#x2264;0.05.</p><p>Data were analyzed using SPSS version 28.0 (IBM Corp), and the SEM analysis was performed using Mplus 8.6 software [<xref ref-type="bibr" rid="ref71">71</xref>]. All signi&#xFB01;cance tests were 2-tailed, and findings with <italic>P</italic> values &#x003C;.05 were considered statistically signi&#xFB01;cant.</p></sec></sec></sec><sec id="s3" sec-type="results"><title>Results</title><sec id="s3-1"><title>Participant Characteristics</title><p><xref ref-type="table" rid="table1">Table 1</xref> presents the sociodemographic characteristics of the 509 women. Approximately half of the participants (259/509, 50.9%) were SMW, and 250 (49.1%) were CHW. The mean age of the overall sample was 25.57 years (SD 5.77), ranging from 18 to 56 years old. Details regarding the sexual orientation and gender identity of participants have been previously reported [<xref ref-type="bibr" rid="ref56">56</xref>]. Notably, SMW had higher rates of substance use than CHW, and the rates of smoking and alcohol use showed significant differences (27.4% vs 4%, <italic>P</italic>&#x003C;.001; 73.7% vs 56%, <italic>P</italic>&#x003C;.001; respectively). Nine participants in total (1.8%) had a history of recreational drug use (4 used cannabis and 5 used methamphetamine), 7 of whom were SMW.</p><table-wrap id="t1" position="float"><label>Table 1.</label><caption><p>Sociodemographic characteristics of the study sample with comparisons (N=509).</p></caption><table id="table1" frame="hsides" rules="groups"><thead><tr><td align="left" valign="bottom">Characteristics</td><td align="left" valign="bottom">Overall (N=509)</td><td align="left" valign="bottom">SMW<sup><xref ref-type="table-fn" rid="table1fn1">a</xref></sup> (n=259)</td><td align="left" valign="bottom">CHW<sup><xref ref-type="table-fn" rid="table1fn2">b</xref></sup> (n=250)</td></tr></thead><tbody><tr><td align="left" valign="top" colspan="4"><bold>Smoking, n (%);</bold> <italic><bold>P</bold></italic><bold>&#x003C;.001</bold><sup><xref ref-type="table-fn" rid="table1fn3">c</xref></sup></td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Never smoked or have quit smoking</td><td align="left" valign="top">428 (84.1)</td><td align="left" valign="top">188 (72.6)</td><td align="left" valign="top">240 (96)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Current smoker</td><td align="left" valign="top">81 (15.9)</td><td align="left" valign="top">71 (27.4)</td><td align="left" valign="top">10 (4)</td></tr><tr><td align="left" valign="top">&#x2003;Seldom (&#x003C;1 time/week)<sup><xref ref-type="table-fn" rid="table1fn4">d</xref></sup></td><td align="left" valign="top">48 (59.3)</td><td align="left" valign="top">41 (57.7)</td><td align="left" valign="top">7 (70)</td></tr><tr><td align="left" valign="top">&#x2003;Usually (1-7 times/week)<sup><xref ref-type="table-fn" rid="table1fn4">d</xref></sup></td><td align="left" valign="top">9 (11.1)</td><td align="left" valign="top">9 (12.7)</td><td align="left" valign="top">0</td></tr><tr><td align="left" valign="top">&#x2003;Almost smoke every day<sup><xref ref-type="table-fn" rid="table1fn4">d</xref></sup></td><td align="left" valign="top">24 (29.6)</td><td align="left" valign="top">21 (29.6)</td><td align="left" valign="top">3 (30)</td></tr><tr><td align="left" valign="top" colspan="4"><bold>Alcohol use, n (%);</bold> <italic><bold>P</bold></italic><bold>&#x003C;.001</bold></td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Never drank or have quit</td><td align="left" valign="top">178 (35)</td><td align="left" valign="top">68 (26.3)</td><td align="left" valign="top">110 (44)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Current alcohol user</td><td align="left" valign="top">331 (65)</td><td align="left" valign="top">191 (73.7)</td><td align="left" valign="top">140 (56)</td></tr><tr><td align="left" valign="top">&#x2003;Seldom (&#x003C;1 time/week)<sup><xref ref-type="table-fn" rid="table1fn5">e</xref></sup></td><td align="left" valign="top">220 (43.2)</td><td align="left" valign="top">111 (42.9)</td><td align="left" valign="top">109 (43.6)</td></tr><tr><td align="left" valign="top">&#x2003;Occasionally (2&#x2010;4 times/month)<sup><xref ref-type="table-fn" rid="table1fn5">e</xref></sup></td><td align="left" valign="top">88 (17.3)</td><td align="left" valign="top">64 (24.7)</td><td align="left" valign="top">24 (9.6)</td></tr><tr><td align="left" valign="top">&#x2003;Usually (2&#x2010;4 times/week)<sup><xref ref-type="table-fn" rid="table1fn5">e</xref></sup></td><td align="left" valign="top">17 (3.3)</td><td align="left" valign="top">13 (5)</td><td align="left" valign="top">4 (1.6)</td></tr><tr><td align="left" valign="top">&#x2003;Almost use alcohol every day<sup><xref ref-type="table-fn" rid="table1fn5">e</xref></sup></td><td align="left" valign="top">6 (1.2)</td><td align="left" valign="top">3 (1.2)</td><td align="left" valign="top">3 (1.2)</td></tr><tr><td align="left" valign="top" colspan="4"><bold>Drug use, n (%);</bold> <italic><bold>P</bold></italic><bold>=.10</bold></td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Never used before</td><td align="left" valign="top">500 (98.2)</td><td align="left" valign="top">252 (97.3)</td><td align="left" valign="top">248 (99.2)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Have used drugs before</td><td align="left" valign="top">9 (1.8)</td><td align="left" valign="top">7 (2.7)</td><td align="left" valign="top">2 (0.8)</td></tr><tr><td align="left" valign="top" colspan="4"><bold>Ethnicity, n (%);</bold> <italic><bold>P</bold></italic><bold>=.12</bold></td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Han people</td><td align="left" valign="top">466 (91.6)</td><td align="left" valign="top">242 (93.4)</td><td align="left" valign="top">224 (89.6)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Others (Muslim, etc)</td><td align="left" valign="top">43 (8.4)</td><td align="left" valign="top">17 (6.6)</td><td align="left" valign="top">26 (10.4)</td></tr><tr><td align="left" valign="top" colspan="4"><bold>Education, n (%);</bold> <italic><bold>P</bold></italic><bold>&#x003C;.001</bold></td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>High school and below</td><td align="left" valign="top">33 (6.5)</td><td align="left" valign="top">21 (8.1)</td><td align="left" valign="top">12 (4.8)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>College/bachelor</td><td align="left" valign="top">284 (55.8)</td><td align="left" valign="top">167 (64.5)</td><td align="left" valign="top">117 (46.8)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Graduate degree and above</td><td align="left" valign="top">192 (37.7)</td><td align="left" valign="top">71 (27.4)</td><td align="left" valign="top">121 (48.4)</td></tr><tr><td align="left" valign="top" colspan="4"><bold>Monthly income (Chinese yuan)<sup><xref ref-type="table-fn" rid="table1fn6">f</xref></sup>, n (%);</bold> <italic><bold>P</bold></italic><bold>&#x003C;.001</bold></td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>&#x2264;1000</td><td align="left" valign="top">163 (32)</td><td align="left" valign="top">88 (54)</td><td align="left" valign="top">75 (46)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>1001&#x2010;3000</td><td align="left" valign="top">79 (15.5)</td><td align="left" valign="top">51 (64.6)</td><td align="left" valign="top">28 (35.4)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>3001&#x2010;5000</td><td align="left" valign="top">40 (7.9)</td><td align="left" valign="top">23 (57.5)</td><td align="left" valign="top">17 (42.5)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>5001&#x2010;7000</td><td align="left" valign="top">33 (6.5)</td><td align="left" valign="top">17 (51.5)</td><td align="left" valign="top">16 (48.5)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>7001&#x2010;9000</td><td align="left" valign="top">45 (8.8)</td><td align="left" valign="top">24 (53.3)</td><td align="left" valign="top">21 (46.7)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>9001&#x2010;11,000</td><td align="left" valign="top">38 (7.5)</td><td align="left" valign="top">16 (42.1)</td><td align="left" valign="top">22 (57.9)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>More than 11,000</td><td align="left" valign="top">111 (21.8)</td><td align="left" valign="top">40 (36)</td><td align="left" valign="top">71 (64)</td></tr><tr><td align="left" valign="top" colspan="4"><bold>Relationship, n (%);</bold> <italic><bold>P</bold></italic><bold>&#x003C;.001</bold></td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Have a steady partner</td><td align="left" valign="top">251 (49.3)</td><td align="left" valign="top">115 (44.4)</td><td align="left" valign="top">136 (54.4)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Have no steady partner(s)</td><td align="left" valign="top">258 (50.7)</td><td align="left" valign="top">144 (55.6)</td><td align="left" valign="top">114 (45.6)</td></tr><tr><td align="left" valign="top" colspan="4"><bold>Bed sharing status, n (%);</bold> <italic><bold>P=</bold></italic><bold>.12</bold></td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Separate bed in separate room</td><td align="left" valign="top">293 (57.6)</td><td align="left" valign="top">160 (61.8)</td><td align="left" valign="top">133 (53.2)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Separate bed in shared room</td><td align="left" valign="top">76 (14.9)</td><td align="left" valign="top">37 (14.3)</td><td align="left" valign="top">39 (15.6)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Sharing same bed with partner</td><td align="left" valign="top">140 (27.5)</td><td align="left" valign="top">62 (23.9)</td><td align="left" valign="top">78 (31.2)</td></tr><tr><td align="left" valign="top" colspan="4"><bold>Local resident or not, n (%);</bold> <italic><bold>P=</bold></italic><bold>.52</bold></td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Local resident</td><td align="left" valign="top">181 (35.6)</td><td align="left" valign="top">96 (37.1)</td><td align="left" valign="top">85 (34)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Nonlocal resident (migrant)</td><td align="left" valign="top">328 (64.4)</td><td align="left" valign="top">163 (62.9)</td><td align="left" valign="top">165 (66)</td></tr><tr><td align="left" valign="top" colspan="4"><bold>Duration in current residence, n (%);</bold> <italic><bold>P=</bold></italic><bold>.59</bold></td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>&#x003C;3 months</td><td align="left" valign="top">50 (9.8)</td><td align="left" valign="top">27 (10.4)</td><td align="left" valign="top">23 (9.2)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>3&#x2010;6 months</td><td align="left" valign="top">17 (3.3)</td><td align="left" valign="top">11 (4.2)</td><td align="left" valign="top">6 (2.4)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>7&#x2010;12 months</td><td align="left" valign="top">33 (6.5)</td><td align="left" valign="top">15 (5.8)</td><td align="left" valign="top">18 (7.2)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>&#x003E;1 year</td><td align="left" valign="top">409 (80.4)</td><td align="left" valign="top">206 (79.5)</td><td align="left" valign="top">203 (81.2)</td></tr><tr><td align="left" valign="top" colspan="4"><bold>Cohabitation status, n (%);</bold> <italic><bold>P</bold></italic><bold>&#x003C;.001</bold></td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Live alone</td><td align="left" valign="top">114 (22.4)</td><td align="left" valign="top">60 (23.2)</td><td align="left" valign="top">54 (21.6)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Live with same-sex partner</td><td align="left" valign="top">41 (8.1)</td><td align="left" valign="top">34 (13.1)</td><td align="left" valign="top">7 (2.8)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Live with opposite-sex partner</td><td align="left" valign="top">75 (14.7)</td><td align="left" valign="top">18 (7)</td><td align="left" valign="top">57 (22.8)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Live with friends</td><td align="left" valign="top">91 (17.9)</td><td align="left" valign="top">42 (16.2)</td><td align="left" valign="top">49 (19.6)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Live with family</td><td align="left" valign="top">162 (31.8)</td><td align="left" valign="top">93 (35.9)</td><td align="left" valign="top">69 (27.6)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Other</td><td align="left" valign="top">26 (5.1)</td><td align="left" valign="top">12 (4.6)</td><td align="left" valign="top">14 (5.6)</td></tr><tr><td align="left" valign="top" colspan="4"><bold>Quality of life, mean (SD);</bold> <italic><bold>P</bold></italic><bold>&#x003C;.001</bold></td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Social relationship domain</td><td align="left" valign="top">13.62 (3.07)</td><td align="left" valign="top">13.02 (3.35)</td><td align="left" valign="top">14.23 (2.61)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Environment domain</td><td align="left" valign="top">13.74 (2.68)</td><td align="left" valign="top">13.32 (2.90)</td><td align="left" valign="top">14.18 (2.35)</td></tr></tbody></table><table-wrap-foot><fn id="table1fn1"><p><sup>a</sup>SMW: sexual minority women. The percentages for this column were all calculated with 259 SMW as the denominator.</p></fn><fn id="table1fn2"><p><sup>b</sup>CHW: cisgender heterosexual women. The percentages for this column were all calculated with 250 CHW as the denominator.</p></fn><fn id="table1fn3"><p><sup>c</sup>All <italic>P</italic> values were reported by conducting comparisons performing <italic>&#x03C7;</italic><sup>2</sup> tests or independent <italic>t</italic> tests.</p></fn><fn id="table1fn4"><p><sup>d</sup>The denominator for this row is the number of current smokers (n=81).</p></fn><fn id="table1fn5"><p><sup>e</sup>The denominator for this row is the number of current alcohol users (n=331).</p></fn><fn id="table1fn6"><p><sup>f</sup>1 CNY=US $0.136612.</p></fn></table-wrap-foot></table-wrap></sec><sec id="s3-2"><title>Sleep Quality and Social Support</title><p>A total of 241 (47.3%) women experienced poor sleep quality and the rate was significantly higher in SMW than in CHW (55.2% vs 39.2%, <italic>P</italic>&#x003C;.001). Similarly, independent <italic>t</italic> tests showed that SMW experienced significantly worse overall sleep quality than CHW (<italic>P</italic>&#x003C;.001). There were statistically significant differences in subjective sleep quality, sleep latency, habitual sleep efficiency, sleep disturbances, and daytime dysfunction between CHW and SMW (<xref ref-type="table" rid="table2">Table 2</xref>). In addition, 81.5% (415/509) of all participants reported medium levels of social support. Around one-fifth of SMW reported low levels of social support, which was significantly higher than that of CHW (21.6% vs 5.6%, <italic>P</italic>&#x003C;.001). <xref ref-type="table" rid="table2">Table 2</xref> shows that SMW reported significantly lower support in all aspects than CHW (<italic>P</italic>&#x003C;.01).</p><table-wrap id="t2" position="float"><label>Table 2.</label><caption><p>Sleep quality and social support of the study sample with comparisons (N=509).</p></caption><table id="table2" frame="hsides" rules="groups"><thead><tr><td align="left" valign="bottom"/><td align="left" valign="bottom">Overall (N=509)</td><td align="left" valign="bottom">SMW<sup><xref ref-type="table-fn" rid="table2fn1">a</xref></sup> (n=259)</td><td align="left" valign="bottom">CHW<sup><xref ref-type="table-fn" rid="table2fn2">b</xref></sup> (n=250)</td><td align="left" valign="bottom"><italic>P</italic> value</td><td align="left" valign="bottom">Chi-square (<italic>df</italic>) or Cohen <italic>d</italic></td></tr></thead><tbody><tr><td align="left" valign="top" colspan="6"><bold>Sleep quality (PSQI</bold><sup><xref ref-type="table-fn" rid="table2fn3"><bold>c</bold></xref></sup><bold>), n (%)</bold></td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Good (total score &#x2264;5)</td><td align="left" valign="top">268 (52.7)</td><td align="left" valign="top">116 (44.8)</td><td align="left" valign="top">152 (60.8)</td><td align="left" valign="top">&#x003C;.001</td><td align="left" valign="top">13.08 (1)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Poor (total score &#x003E;5)</td><td align="left" valign="top">241 (47.3)</td><td align="left" valign="top">143 (55.2)</td><td align="left" valign="top">98 (39.2)</td><td align="left" valign="top">&#x2003;</td><td align="left" valign="top">&#x2003;</td></tr><tr><td align="left" valign="top" colspan="6"><bold>Sleep quality (PSQI), mean (SD)</bold></td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Subjective sleep quality</td><td align="left" valign="top">1.13 (0.74)</td><td align="left" valign="top">1.22 (0.74)</td><td align="left" valign="top">1.04 (0.72)</td><td align="left" valign="top">.005</td><td align="left" valign="top">0.25</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Sleep latency</td><td align="left" valign="top">1.24 (0.98)</td><td align="left" valign="top">1.33 (1.01)</td><td align="left" valign="top">1.14 (0.93)</td><td align="left" valign="top">.02</td><td align="left" valign="top">0.20</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Sleep duration</td><td align="left" valign="top">0.42 (0.71)</td><td align="left" valign="top">0.46 (0.75)</td><td align="left" valign="top">0.37 (0.66)</td><td align="left" valign="top">.13</td><td align="left" valign="top">0.14</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Habitual sleep efficiency</td><td align="left" valign="top">0.38 (0.78)</td><td align="left" valign="top">0.45 (0.86)</td><td align="left" valign="top">0.30 (0.67)</td><td align="left" valign="top">.03</td><td align="left" valign="top">0.19</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Sleep disturbances</td><td align="left" valign="top">1.06 (0.53)</td><td align="left" valign="top">1.12 (0.53)</td><td align="left" valign="top">1.00 (0.53)</td><td align="left" valign="top">.009</td><td align="left" valign="top">0.23</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Sleeping medication use</td><td align="left" valign="top">0.17 (0.59)</td><td align="left" valign="top">0.21 (0.66)</td><td align="left" valign="top">0.12 (0.50)</td><td align="left" valign="top">.06</td><td align="left" valign="top">0.17</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Daytime dysfunction</td><td align="left" valign="top">1.53 (0.98)</td><td align="left" valign="top">1.68 (0.97)</td><td align="left" valign="top">1.37 (0.96)</td><td align="left" valign="top">&#x003C;.001</td><td align="left" valign="top">0.32</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Total score</td><td align="left" valign="top">5.92 (3.29)</td><td align="left" valign="top">6.48 (3.32)</td><td align="left" valign="top">5.33 (3.16)</td><td align="left" valign="top">&#x003C;.001</td><td align="left" valign="top">0.36</td></tr><tr><td align="left" valign="top" colspan="6"><bold>Social support (SSRS</bold><sup><xref ref-type="table-fn" rid="table2fn4"><bold>d</bold></xref></sup><bold>), n (%)</bold></td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Low level (total score &#x2264;22)</td><td align="left" valign="top">70 (13.8)</td><td align="left" valign="top">56 (21.6)</td><td align="left" valign="top">14 (5.6)</td><td align="left" valign="top">&#x003C;.001</td><td align="left" valign="top">36.42 (2)</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Medium level (total score 23-44)</td><td align="left" valign="top">415 (81.5)</td><td align="left" valign="top">199 (76.8)</td><td align="left" valign="top">216 (86.4)</td><td align="left" valign="top">&#x2003;</td><td align="left" valign="top">&#x2003;</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>High level (total score &#x003E;45)</td><td align="left" valign="top">24 (4.7)</td><td align="left" valign="top">4 (1.6)</td><td align="left" valign="top">20 (8)</td><td align="left" valign="top">&#x2003;</td><td align="left" valign="top">&#x2003;</td></tr><tr><td align="left" valign="top" colspan="6"><bold>Social support (SSRS), mean (SD)</bold></td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Objective support</td><td align="left" valign="top">7.55 (2.34)</td><td align="left" valign="top">7.23 (2.35)</td><td align="left" valign="top">7.89 (2.28)</td><td align="left" valign="top">.001</td><td align="left" valign="top">&#x2212;0.28</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Subjective support</td><td align="left" valign="top">16.17 (5.59)</td><td align="left" valign="top">14.54 (5.09)</td><td align="left" valign="top">17.85 (5.60)</td><td align="left" valign="top">&#x003C;.001</td><td align="left" valign="top">&#x2212;0.62</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Utilization of support</td><td align="left" valign="top">7.49 (1.97)</td><td align="left" valign="top">7.04 (1.88)</td><td align="left" valign="top">7.96 (1.95)</td><td align="left" valign="top">&#x003C;.001</td><td align="left" valign="top">&#x2212;0.48</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Total score</td><td align="left" valign="top">31.21 (7.96)</td><td align="left" valign="top">28.81 (7.41)</td><td align="left" valign="top">33.70 (7.75)</td><td align="left" valign="top">&#x003C;.001</td><td align="left" valign="top">&#x2212;0.65</td></tr></tbody></table><table-wrap-foot><fn id="table2fn1"><p><sup>a</sup>SMW: sexual minority women.</p></fn><fn id="table2fn2"><p><sup>b</sup>CHW: cisgender heterosexual women.</p></fn><fn id="table2fn3"><p><sup>c</sup>PSQI: Pittsburgh Sleep Quality Index.</p></fn><fn id="table2fn4"><p><sup>d</sup>SSRS: Social Support Rating Scale.</p></fn></table-wrap-foot></table-wrap></sec><sec id="s3-3"><title>Associations Between Social-Ecological Factors and Sleep</title><p>The correlations among sleep quality (PSQI total score and seven component scores) and social support (SSRS total score and three domain scores), social relationship Qol, and environment Qol are reported in <xref ref-type="table" rid="table3">Table 3</xref>. The total sleep quality was significantly negatively associated with social support and all domains with weak correlations (<italic>r</italic> ranged from &#x2212;0.15 to &#x2212;0.26, <italic>P</italic>&#x003C;.001), and it was significantly negatively linked with social relationship Qol (<italic>r</italic>=&#x2212;0.38, <italic>P</italic>&#x003C;.001) and environment Qol (<italic>r</italic>=&#x2212;0.39, <italic>P</italic>&#x003C;.001) with moderate correlations.</p><table-wrap id="t3" position="float"><label>Table 3.</label><caption><p>Correlations between sleep quality, social support, and quality of life.</p></caption><table id="table3" frame="hsides" rules="groups"><thead><tr><td align="left" valign="bottom">Sleep quality (PSQI<sup><xref ref-type="table-fn" rid="table3fn1">a</xref></sup>)</td><td align="left" valign="bottom" colspan="4">Social support (SSRS<sup><xref ref-type="table-fn" rid="table3fn2">b</xref></sup>)</td><td align="left" valign="bottom" colspan="2">Quality of life</td></tr><tr><td align="left" valign="top"/><td align="left" valign="bottom">Objective</td><td align="left" valign="bottom">Subjective</td><td align="left" valign="bottom">Utilization</td><td align="left" valign="bottom">Sum score</td><td align="left" valign="bottom">Social</td><td align="left" valign="bottom">Environment</td></tr></thead><tbody><tr><td align="left" valign="top" colspan="7"><bold>Subjective sleep quality</bold></td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><italic>r</italic></td><td align="left" valign="top">&#x2212;0.07</td><td align="left" valign="top">&#x2212;0.17</td><td align="left" valign="top">&#x2212;0.13</td><td align="left" valign="top">&#x2212;0.17</td><td align="left" valign="top">&#x2212;0.23</td><td align="left" valign="top">&#x2212;0.26</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><italic>P</italic> value</td><td align="left" valign="top">.14</td><td align="left" valign="top">&#x003C;.001</td><td align="left" valign="top">.005</td><td align="left" valign="top">&#x003C;.001</td><td align="left" valign="top">&#x003C;.001</td><td align="left" valign="top">&#x003C;.001</td></tr><tr><td align="left" valign="top" colspan="7"><bold>Sleep latency</bold></td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><italic>r</italic></td><td align="left" valign="top">&#x2212;0.13</td><td align="left" valign="top">&#x2212;0.12</td><td align="left" valign="top">&#x2212;0.16</td><td align="left" valign="top">&#x2212;0.16</td><td align="left" valign="top">&#x2212;0.21</td><td align="left" valign="top">&#x2212;0.19</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><italic>P</italic> value</td><td align="left" valign="top">.004</td><td align="left" valign="top">.005</td><td align="left" valign="top">&#x003C;.001</td><td align="left" valign="top">&#x003C;.001</td><td align="left" valign="top">&#x003C;.001</td><td align="left" valign="top">&#x003C;.001</td></tr><tr><td align="left" valign="top" colspan="7"><bold>Sleep duration</bold></td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><italic>r</italic></td><td align="left" valign="top">&#x2212;0.12</td><td align="left" valign="top">&#x2212;0.15</td><td align="left" valign="top">&#x2212;0.13</td><td align="left" valign="top">&#x2212;0.17</td><td align="left" valign="top">&#x2212;0.26</td><td align="left" valign="top">&#x2212;0.28</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><italic>P</italic> value</td><td align="left" valign="top">.007</td><td align="left" valign="top">&#x003C;.001</td><td align="left" valign="top">.003</td><td align="left" valign="top">&#x003C;.001</td><td align="left" valign="top">&#x003C;.001</td><td align="left" valign="top">&#x003C;.001</td></tr><tr><td align="left" valign="top" colspan="7"><bold>Habitual sleep efficiency</bold></td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><italic>r</italic></td><td align="left" valign="top">&#x2212;0.12</td><td align="left" valign="top">&#x2212;0.15</td><td align="left" valign="top">&#x2212;0.18</td><td align="left" valign="top">&#x2212;0.18</td><td align="left" valign="top">&#x2212;0.25</td><td align="left" valign="top">&#x2212;0.26</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><italic>P</italic> value</td><td align="left" valign="top">.007</td><td align="left" valign="top">&#x003C;.001</td><td align="left" valign="top">&#x003C;.001</td><td align="left" valign="top">&#x003C;.001</td><td align="left" valign="top">&#x003C;.001</td><td align="left" valign="top">&#x003C;.001</td></tr><tr><td align="left" valign="top" colspan="7"><bold>Sleep disturbances</bold></td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><italic>r</italic></td><td align="left" valign="top">&#x2212;0.09</td><td align="left" valign="top">&#x2212;0.12</td><td align="left" valign="top">&#x2212;0.13</td><td align="left" valign="top">&#x2212;0.14</td><td align="left" valign="top">&#x2212;0.26</td><td align="left" valign="top">&#x2212;0.29</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><italic>P</italic> value</td><td align="left" valign="top">.04</td><td align="left" valign="top">.009</td><td align="left" valign="top">.003</td><td align="left" valign="top">.001</td><td align="left" valign="top">&#x003C;.001</td><td align="left" valign="top">&#x003C;.001</td></tr><tr><td align="left" valign="top" colspan="7"><bold>Sleeping medication use</bold></td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><italic>r</italic></td><td align="left" valign="top">&#x2212;0.12</td><td align="left" valign="top">&#x2212;0.12</td><td align="left" valign="top">&#x2212;0.09</td><td align="left" valign="top">&#x2212;0.14</td><td align="left" valign="top">&#x2212;0.10</td><td align="left" valign="top">&#x2212;0.15</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><italic>P</italic> value</td><td align="left" valign="top">.007</td><td align="left" valign="top">.007</td><td align="left" valign="top">.04</td><td align="left" valign="top">.001</td><td align="left" valign="top">.02</td><td align="left" valign="top">&#x003C;.001</td></tr><tr><td align="left" valign="top" colspan="7"><bold>Daytime dysfunction</bold></td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><italic>r</italic></td><td align="left" valign="top">&#x2212;0.02</td><td align="left" valign="top">&#x2212;0.18</td><td align="left" valign="top">&#x2212;0.08</td><td align="left" valign="top">&#x2212;0.15</td><td align="left" valign="top">&#x2212;0.32</td><td align="left" valign="top">&#x2212;0.25</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><italic>P</italic> value</td><td align="left" valign="top">.66</td><td align="left" valign="top">&#x003C;.001</td><td align="left" valign="top">.09</td><td align="left" valign="top">&#x003C;.001</td><td align="left" valign="top">&#x003C;.001</td><td align="left" valign="top">&#x003C;.001</td></tr><tr><td align="left" valign="top" colspan="7"><bold>Total score</bold></td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><italic>r</italic></td><td align="left" valign="top">&#x2212;0.15</td><td align="left" valign="top">&#x2212;0.24</td><td align="left" valign="top">&#x2212;0.21</td><td align="left" valign="top">&#x2212;0.26</td><td align="left" valign="top">&#x2212;0.38</td><td align="left" valign="top">&#x2212;0.39</td></tr><tr><td align="left" valign="top"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><italic>P</italic> value</td><td align="left" valign="top">&#x003C;.001</td><td align="left" valign="top">&#x003C;.001</td><td align="left" valign="top">&#x003C;.001</td><td align="left" valign="top">&#x003C;.001</td><td align="left" valign="top">&#x003C;.001</td><td align="left" valign="top">&#x003C;.001</td></tr></tbody></table><table-wrap-foot><fn id="table3fn1"><p><sup>a</sup>PSQI: Pittsburgh Sleep Quality Index.</p></fn><fn id="table3fn2"><p><sup>b</sup>SSRS: Social Support Rating Scale.</p></fn></table-wrap-foot></table-wrap><p>Comparisons of overall sleep quality between different socioecological groups are shown in Table S1 in <xref ref-type="supplementary-material" rid="app1">Multimedia Appendix 1</xref>, with significant differences in sleep quality between people with different sexual identities, smoking status, alcohol use status, number of friends, and perceived social support (all <italic>P</italic>&#x003C;.01). Table S2 in <xref ref-type="supplementary-material" rid="app1">Multimedia Appendix 1</xref> presents the multiple linear regression model of all the significant variables on sleep quality, and SEM was then performed among all these significant variables.</p></sec><sec id="s3-4"><title>Model Testing</title><p>The full initial model including smoking and number of friends failed because these 2 variables were neither directly nor indirectly correlated to sleep in the model and were therefore not included in subsequent model analyses. Contrary to the hypothesized model, none of the aspects of social support were found to have a direct relationship with sleep quality. Furthermore, the model involving the subjective support domain of social support (SSRS-D2) showed no direct or indirect association of this domain with sleep and it was therefore also removed. The final model was then proposed and illustrated in <xref ref-type="fig" rid="figure2">Figure 2</xref>, exhibiting robust fit indices (<italic>&#x03C7;</italic><sup>2</sup><sub>51</sub>=118.80; RMSEA=0.051, 90% CI 0.039-0.063; CFI=0.948, TLI=0.921, SRMR=0.040).</p><fig position="float" id="figure2"><label>Figure 2.</label><caption><p>Final structural equation model of this study. Correlations and paths with nonsigni&#xFB01;cant <italic>P</italic> values are not depicted. PSQI: Pittsburgh Sleep Quality Index; PSQI-D1: subjective sleep quality; PSQI-D2: sleep latency; PSQI-D3: sleep duration; PSQI-D4: habitual sleep efficiency; PSQI-D5: sleep disturbance; PSQI-D6: sleeping medication use; PSQI-D7: daytime dysfunction; Qol: quality of life; Qol_Soc: social relationship of Qol; Qol_Env: environment domain of Qol; SSRS: Social Support Rating Scale; SSRS-D1: objective support; SSRS-D3: utilization of support.</p></caption><graphic alt-version="no" mimetype="image" position="float" xlink:type="simple" xlink:href="publichealth_v11i1e53549_fig02.png"/></fig><p>All model standardized coef&#xFB01;cients (&#x03B2;), their standard errors, and associated <italic>P</italic> values are reported in <xref ref-type="table" rid="table4">Table 4</xref>. There were 6 significant paths from sexual identity (sexuality) to sleep quality in the final SEM model. Specifically, alcohol use (<italic>&#x03B2;</italic>=0.12, <italic>P</italic>=.01), social relationship Qol (<italic>&#x03B2;</italic>=&#x2212;0.17, <italic>P</italic>=.004), and environment Qol (<italic>&#x03B2;</italic>=&#x2212;0.26, <italic>P</italic>&#x003C;.001) were direct predictors of sleep quality. Although social support did not directly in&#xFB02;uence sleep, it may indirectly influence sleep by a&#xFB00;ecting the perceived social relationship Qol and environment Qol (<italic>&#x03B2;</italic> range 0.14&#x2010;0.35, <italic>P</italic>&#x003C;.01).</p><table-wrap id="t4" position="float"><label>Table 4.</label><caption><p>Standardized path coefficients and standard errors for all pathways in the final model.</p></caption><table id="table4" frame="hsides" rules="groups"><thead><tr><td align="left" valign="bottom">Pathways</td><td align="left" valign="bottom">&#x03B2;<sup><xref ref-type="table-fn" rid="table4fn1">a</xref></sup></td><td align="left" valign="bottom">SE</td><td align="left" valign="bottom"><italic>P</italic> value</td></tr></thead><tbody><tr><td align="left" valign="top">Sexuality &#x2192; Sleep quality</td><td align="left" valign="top">&#x2212;0.07</td><td align="left" valign="top">0.05</td><td align="left" valign="top">.17</td></tr><tr><td align="left" valign="top">Sexuality &#x2192; Alcohol use</td><td align="left" valign="top">&#x2212;0.19</td><td align="left" valign="top">0.04</td><td align="left" valign="top">&#x003C;.001</td></tr><tr><td align="left" valign="top">Sexuality &#x2192; SSRS-D1<sup><xref ref-type="table-fn" rid="table4fn2">b</xref></sup></td><td align="left" valign="top">0.30</td><td align="left" valign="top">0.04</td><td align="left" valign="top">&#x003C;.001</td></tr><tr><td align="left" valign="top">Sexuality &#x2192; SSRS-D3<sup><xref ref-type="table-fn" rid="table4fn3">c</xref></sup></td><td align="left" valign="top">0.23</td><td align="left" valign="top">0.04</td><td align="left" valign="top">&#x003C;.001</td></tr><tr><td align="left" valign="top">Sexuality &#x2192; Qol_Soc<sup><xref ref-type="table-fn" rid="table4fn4">d</xref></sup></td><td align="left" valign="top">0.03</td><td align="left" valign="top">0.04</td><td align="left" valign="top">.51</td></tr><tr><td align="left" valign="top">Sexuality &#x2192; Qol_Env<sup><xref ref-type="table-fn" rid="table4fn5">e</xref></sup></td><td align="left" valign="top">0.05</td><td align="left" valign="top">0.04</td><td align="left" valign="top">.23</td></tr><tr><td align="left" valign="top">Alcohol use &#x2192; Sleep quality</td><td align="left" valign="top">0.12</td><td align="left" valign="top">0.05</td><td align="left" valign="top">.01</td></tr><tr><td align="left" valign="top">Alcohol use &#x2192; Qol_Soc</td><td align="left" valign="top">&#x2212;0.09</td><td align="left" valign="top">0.04</td><td align="left" valign="top">.02</td></tr><tr><td align="left" valign="top">Alcohol use &#x2192; Qol_Env</td><td align="left" valign="top">0.00</td><td align="left" valign="top">0.04</td><td align="left" valign="top">.98</td></tr><tr><td align="left" valign="top">SSRS-D1 &#x2192; Sleep quality</td><td align="left" valign="top">&#x2212;0.03</td><td align="left" valign="top">0.05</td><td align="left" valign="top">.65</td></tr><tr><td align="left" valign="top">SSRS-D1 &#x2192; Qol_Soc</td><td align="left" valign="top">0.35</td><td align="left" valign="top">0.04</td><td align="left" valign="top">&#x003C;.001</td></tr><tr><td align="left" valign="top">SSRS-D1 &#x2192; Qol_Env</td><td align="left" valign="top">0.26</td><td align="left" valign="top">0.05</td><td align="left" valign="top">&#x003C;.001</td></tr><tr><td align="left" valign="top">SSRS-D3 &#x2192; Sleep quality</td><td align="left" valign="top">&#x2212;0.06</td><td align="left" valign="top">0.05</td><td align="left" valign="top">.25</td></tr><tr><td align="left" valign="top">SSRS-D3 &#x2192; Qol_Soc</td><td align="left" valign="top">0.21</td><td align="left" valign="top">0.04</td><td align="left" valign="top">&#x003C;.001</td></tr><tr><td align="left" valign="top">SSRS-D3 &#x2192; Qol_Env</td><td align="left" valign="top">0.14</td><td align="left" valign="top">0.05</td><td align="left" valign="top">.002</td></tr><tr><td align="left" valign="top">Qol_Soc &#x2192; Sleep quality</td><td align="left" valign="top">&#x2212;0.17</td><td align="left" valign="top">0.06</td><td align="left" valign="top">.004</td></tr><tr><td align="left" valign="top">Qol_Env &#x2192; Sleep quality</td><td align="left" valign="top">&#x2212;0.26</td><td align="left" valign="top">0.06</td><td align="left" valign="top">&#x003C;.001</td></tr></tbody></table><table-wrap-foot><fn id="table4fn1"><p><sup>a</sup>&#x03B2;: standardized coef&#xFB01;cient.</p></fn><fn id="table4fn2"><p><sup>b</sup>SSRS-D1: objective support domain of social support.</p></fn><fn id="table4fn3"><p><sup>c</sup>SSRS-D3: utilization of support domain of social support.</p></fn><fn id="table4fn4"><p><sup>d</sup>Qol_Soc: social relationship domain of quality of life.</p></fn><fn id="table4fn5"><p><sup>e</sup>Qol_Env: environment domain of quality of life.</p></fn></table-wrap-foot></table-wrap></sec></sec><sec id="s4" sec-type="discussion"><title>Discussion</title><sec id="s4-1"><title>Principal Findings</title><p>This study was the first to explore the social-ecological pathways from sexual identity to sleep quality. Few studies worldwide have examined the sleep health of SMW, and this investigation was the first to examine the sleep health of Chinese women with diverse sexual identities. This study showed SMW reported significantly worse overall sleep quality relative to CHW, which is consistent with existing reviews [<xref ref-type="bibr" rid="ref14">14</xref>-<xref ref-type="bibr" rid="ref16">16</xref>] and findings among Chinese youth [<xref ref-type="bibr" rid="ref24">24</xref>,<xref ref-type="bibr" rid="ref25">25</xref>]. Compared with the pooled PSQI mean score of the general Chinese population from a recent meta-analysis [<xref ref-type="bibr" rid="ref72">72</xref>], our study populations reported higher total scores on the same standardized PSQI scale (5.92 vs 4.32), implying that the female population in this study experienced noticeably poorer sleep quality. Furthermore, compared with the percentage of Korean sexual minority adults (lesbian, gay, and bisexual) reporting poor sleep quality (33.8%) [<xref ref-type="bibr" rid="ref73">73</xref>], the rate of SMW reporting poor sleep quality in our study (55.2%) was higher, indicating that sleep in SMW requires more attention and improvement.</p><p>This study also found that the proportions of current smokers and alcohol users were significantly higher among SMW than those among CHW, which is consistent with findings in China and overseas [<xref ref-type="bibr" rid="ref28">28</xref>,<xref ref-type="bibr" rid="ref74">74</xref>]. A scoping review summarized that some Chinese SMW regard smoking and drinking as a means of interacting with other SMW in specific social gatherings. It is also reported that smoking and drinking were the main strategies they used as a sexual minority to cope with marital stress and feeling isolated [<xref ref-type="bibr" rid="ref28">28</xref>]. These also echo our findings on the mental health of this sample population, where we have found that SMW indeed significantly experienced more psychological symptoms [<xref ref-type="bibr" rid="ref56">56</xref>]. A national survey conducted in the United States revealed higher rates of substance use disorders among sexual minority adults compared to heterosexual adults, with SMW showing the highest rates [<xref ref-type="bibr" rid="ref75">75</xref>], suggesting that substance use among women, especially SMW, needs to be given attention as a public health issue.</p><p>Alcohol is one of the most commonly used psychoactive substances in different social communities around the world. A growing body of literature has confirmed that alcohol use has deleterious effects on sleep by reducing sleep duration and sleep quality [<xref ref-type="bibr" rid="ref35">35</xref>,<xref ref-type="bibr" rid="ref36">36</xref>], which has also been documented in sexual minority men [<xref ref-type="bibr" rid="ref76">76</xref>] and is consistent with this study. However, a meta-analysis of cohort studies indicates that the relationship between alcohol consumption and sleep disorders is conditional, with pooled analyses finding that general drinking and the incidence of sleep disorder were significantly correlated, while heavy drinking was not [<xref ref-type="bibr" rid="ref37">37</xref>]. Another review concluded that alcohol use has a bidirectional relationship with sleep continuity disturbance [<xref ref-type="bibr" rid="ref77">77</xref>]. For instance, insomnia symptoms were associated with subsequent heavy drinking; conversely, heavy drinking was associated with subsequent insomnia symptoms [<xref ref-type="bibr" rid="ref78">78</xref>]. Nevertheless, both comparative analyses and the final SEM in this study revealed that drinking alcohol was significantly associated with poor sleep quality compared to not drinking alcohol, suggesting that both alcohol use and sleep in women deserve more attention and tailored intervention. Considering the limitations of the cross-sectional design used in this study, which could not provide evidence of causal relationships between drinking and sleep quality, more longitudinal studies with further subdivision of alcohol use are warranted in the future.</p><p>The adverse effects of smoking on sleep are well documented, as evidenced by the fact that smokers are more likely to experience sleeping difficulties, longer sleep latency, and poorer sleep quality [<xref ref-type="bibr" rid="ref38">38</xref>,<xref ref-type="bibr" rid="ref39">39</xref>,<xref ref-type="bibr" rid="ref79">79</xref>], and similar findings were observed in the all-female population included in this study. The possible mechanism regarding the effects of smoking on sleep may be that smoking triggers depression or sleep-related breathing problems, which can lead to poor sleep quality [<xref ref-type="bibr" rid="ref79">79</xref>]. However, a meta-analysis that included only cohort studies showed that, despite the significant correlation between smoking and the prevalence of insomnia, the difference between smokers and nonsmokers was very small (odds ratio 1.07) [<xref ref-type="bibr" rid="ref80">80</xref>]. This may partly explain why the smoking variable that differed in between-group comparisons in our study was no longer associated with sleep quality in our final SEM. Future studies should record and subdivide smoking status and use prospective study designs to further explore the relationship between smoking and sleep across sexual identities.</p><p>The correlation between social support and sleep has been extensively studied in different populations [<xref ref-type="bibr" rid="ref42">42</xref>,<xref ref-type="bibr" rid="ref43">43</xref>,<xref ref-type="bibr" rid="ref45">45</xref>] but its exploration in sexual minorities remains scarce. Therefore, the strength of this study is to fill this gap by examining the association between social support and sleep quality among Chinese women with diverse sexual identities. Consistent with previous research [<xref ref-type="bibr" rid="ref49">49</xref>], overall social support was significantly and negatively associated with each component of sleep quality in the current study sample. Moreover, sexual minority individuals generally experience a higher level of poor social relationships, especially in the relatively traditional Chinese culture, where such groups are often invisible and therefore perceive more discrimination and stress [<xref ref-type="bibr" rid="ref27">27</xref>,<xref ref-type="bibr" rid="ref28">28</xref>,<xref ref-type="bibr" rid="ref56">56</xref>]. However, findings from a study of 3 generations showed that feeling stigma was statistically significant in predicting a sleep disorder diagnosis among sexual minority individuals [<xref ref-type="bibr" rid="ref81">81</xref>].</p><p>A mediation analysis of Chinese college students nationwide found that the relationship between sexual orientation and sleep quality was independently and in series mediated by interpersonal relationships and depressive symptoms, and this effect was more robust in men than women [<xref ref-type="bibr" rid="ref25">25</xref>]. These interpersonal difficulties were related to their perceived stress associated with sleep difficulties. Our findings align with previous studies that found that sexual minority status is significantly associated with poor sleep quality [<xref ref-type="bibr" rid="ref23">23</xref>], and social support has both direct and indirect correlations with sleep quality [<xref ref-type="bibr" rid="ref42">42</xref>]. The relationships manifested in this study were that sexual identity was significantly associated with inadequate levels of social support, which in turn was significantly associated with poor levels of quality of life in terms of social relationships and environment, all of which were associated with poor sleep quality. Therefore, the lack of social support for sexual minority women is a significant public health issue, as is their poor sleep health, which deserves more attention.</p><p>Our correlation findings suggest that there may be more complex pathways from sexual identity to sleep among Chinese women with different sexual identities. Therefore, based on the holistic perspective proposed by the social-ecological model of sleep [<xref ref-type="bibr" rid="ref32">32</xref>], this study explored and demonstrated the socioecological pathways from sexual identity to sleep quality for the first time using the multivariate SEM analysis method, providing a comprehensive evidence reference for promoting sleep health. The results of the final fitted model with satisfactory fit indices showed that starting from sexual identity, the following factors played important roles in women&#x2019;s sleep quality: alcohol use; objective social support and utilization of support; and social relationship and environment Qol. Our findings demonstrated the important roles of socioecological factors on sleep quality among women with different sexual identities. Therefore, future research should consider not only modifiable individual-level factors but also the potential influence of social- and societal-level factors when developing and implementing sleep promotion interventions. In particular, future interventions targeting sleep quality in sexual minority women may benefit from incorporating strategies that improve their social support, alcohol use, and the quality of their living environment.</p><p>This study has several limitations. First, due to the cross-sectional design, it was not possible to determine the explicit causal relationships among variables, so further research using longitudinal designs is needed. Second, despite the diversity of sexual identities, our sample was an all-female population (self-identi&#xFB01;ed as female or assigned female at birth), so the results might not be generalizable to the broader Chinese sexual minority population. There has also been research indicating that bisexual people [<xref ref-type="bibr" rid="ref82">82</xref>], those with less education [<xref ref-type="bibr" rid="ref83">83</xref>], and those who are economically disadvantaged [<xref ref-type="bibr" rid="ref16">16</xref>] may be more likely to suffer from sleep disorders than other groups. Hence, future studies with more diverse and representative samples including individuals from varied socioeconomic backgrounds are warranted. Third, the social-ecological model of sleep used in this study is only the upstream end of sleep research, and the downstream effects, namely the effects of sleep on specific health outcomes, have not been expanded upon in this study. Therefore, further research is recommended to comprehensively explore sleep and holistic health across diverse populations.</p></sec><sec id="s4-2"><title>Conclusion</title><p>Overall, this study contributes to the existing literature by including SMW and expanding knowledge on sleep health in this population. By exploring socioecological pathways from sexual identity to sleep quality, this study provides a comprehensive understanding of factors that affect sleep health at different levels. These contextual and modifiable factors, based on the socioecological model of sleep, are layered and may interact with one another, providing guidance for future interventions. In addition, the pathways from sexual identity to sleep identified in this study are complex and multidisciplinary; thus, all stakeholders and sleep professionals across disciplines are encouraged to collaborate and contribute to sleep improvement programs tailored for sexual minority individuals.</p></sec></sec></body><back><ack><p>We are grateful to all the participants for sharing their experiences with us. We also thank TrueSelf Shenzhen, Period Pride China, Wuhan LGBT Center, and r&#x0026;B bisexual community, as well as all those who shared this survey with their friends, for their contribution to the questionnaire distribution.</p></ack><notes><sec><title>Data Availability</title><p>The datasets generated during and/or analyzed during this study are available from the corresponding author upon reasonable request.</p></sec></notes><fn-group><fn fn-type="conflict"><p>None declared.</p></fn></fn-group><glossary><title>Abbreviations</title><def-list><def-item><term id="abb1">CFI</term><def><p>comparative fit index</p></def></def-item><def-item><term id="abb2">CHW</term><def><p>cisgender heterosexual women</p></def></def-item><def-item><term id="abb3">PSQI</term><def><p>Pittsburgh Sleep Quality Index</p></def></def-item><def-item><term id="abb4">Qol</term><def><p>quality of life</p></def></def-item><def-item><term id="abb5">Qol_Env</term><def><p>environment domain of quality of life</p></def></def-item><def-item><term id="abb6">Qol_Soc</term><def><p>social relationship domain of quality of life</p></def></def-item><def-item><term id="abb7">RMSEA</term><def><p>root mean square error of approximation</p></def></def-item><def-item><term id="abb8">SEM</term><def><p>structural equation modeling</p></def></def-item><def-item><term id="abb9">SMW</term><def><p>sexual minority women</p></def></def-item><def-item><term id="abb10">SRMR</term><def><p>standardized root mean square residual</p></def></def-item><def-item><term id="abb11">SSRS</term><def><p>Social Support Rating Scale</p></def></def-item><def-item><term id="abb12">TLI</term><def><p>Tucker-Lewis index</p></def></def-item><def-item><term id="abb13">WHOQOL-BREF</term><def><p>World Health Organization Quality of Life&#x2013;abbreviated short version</p></def></def-item></def-list></glossary><ref-list><title>References</title><ref id="ref1"><label>1</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Czeisler</surname><given-names>CA</given-names> </name></person-group><article-title>Duration, timing and quality of sleep are each vital for health, performance and safety</article-title><source>Sleep Health</source><year>2015</year><month>03</month><volume>1</volume><issue>1</issue><fpage>5</fpage><lpage>8</lpage><pub-id pub-id-type="doi">10.1016/j.sleh.2014.12.008</pub-id><pub-id pub-id-type="medline">29073414</pub-id></nlm-citation></ref><ref id="ref2"><label>2</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Gao</surname><given-names>C</given-names> </name><name name-style="western"><surname>Guo</surname><given-names>J</given-names> </name><name name-style="western"><surname>Gong</surname><given-names>TT</given-names> </name><etal/></person-group><article-title>Sleep duration/quality with health outcomes: an umbrella review of meta-analyses of prospective studies</article-title><source>Front Med (Lausanne)</source><year>2021</year><volume>8</volume><fpage>813943</fpage><pub-id pub-id-type="doi">10.3389/fmed.2021.813943</pub-id><pub-id pub-id-type="medline">35127769</pub-id></nlm-citation></ref><ref id="ref3"><label>3</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Sivakumaran</surname><given-names>K</given-names> </name><name name-style="western"><surname>Ritonja</surname><given-names>JA</given-names> </name><name name-style="western"><surname>Palmer</surname><given-names>N</given-names> </name><etal/></person-group><article-title>Effect of sleep disturbance on biomarkers related to the development of adverse health outcomes: a systematic review of the human literature</article-title><source>J Sleep Res</source><year>2023</year><month>06</month><volume>32</volume><issue>3</issue><fpage>e13775</fpage><pub-id pub-id-type="doi">10.1111/jsr.13775</pub-id><pub-id pub-id-type="medline">36330773</pub-id></nlm-citation></ref><ref id="ref4"><label>4</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Buysse</surname><given-names>DJ</given-names> </name></person-group><article-title>Sleep health: can we define it? 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