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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">JMH</journal-id>
      <journal-id journal-id-type="nlm-ta">JMIR Ment Health</journal-id>
      <journal-title>JMIR Mental Health</journal-title>
      <issn pub-type="epub">2368-7959</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">v6i1e9978</article-id>
    <article-id pub-id-type="pmid">30664470</article-id>
    <article-id pub-id-type="doi">10.2196/mental.9978</article-id>
    <article-categories>
      <subj-group subj-group-type="heading">
        <subject>Original Paper</subject>
      </subj-group>
      <subj-group subj-group-type="article-type">
        <subject>Original Paper</subject>
      </subj-group>
    </article-categories>
    <title-group>
      <article-title>Sexual Desire, Mood, Attachment Style, Impulsivity, and Self-Esteem as Predictive Factors for Addictive Cybersex</article-title>
    </title-group>
    <contrib-group>
      <contrib contrib-type="editor">
        <name>
          <surname>Eysenbach</surname>
          <given-names>Gunther</given-names>
        </name>
      </contrib>
    </contrib-group>
    <contrib-group>
      <contrib contrib-type="reviewer">
        <name>
          <surname>McDonagh</surname>
          <given-names>Lorraine</given-names>
        </name>
      </contrib>
      <contrib contrib-type="reviewer">
        <name>
          <surname>Brivio</surname>
          <given-names>Eleonora</given-names>
        </name>
      </contrib>
    </contrib-group>
    <contrib-group>
      <contrib contrib-type="author" id="contrib1">
        <name name-style="western">
          <surname>Varfi</surname>
          <given-names>Nektaria</given-names>
        </name>
        <degrees>MD</degrees>
        <xref rid="aff1" ref-type="aff">1</xref>
        <ext-link ext-link-type="orcid">http://orcid.org/0000-0003-4824-5317</ext-link>
      </contrib>
      <contrib contrib-type="author" id="contrib2">
        <name name-style="western">
          <surname>Rothen</surname>
          <given-names>Stephane</given-names>
        </name>
        <degrees>PhD</degrees>
        <xref rid="aff1" ref-type="aff">1</xref>
        <ext-link ext-link-type="orcid">http://orcid.org/0000-0003-3891-277X</ext-link>
      </contrib>
      <contrib contrib-type="author" id="contrib3">
        <name name-style="western">
          <surname>Jasiowka</surname>
          <given-names>Katarzyna</given-names>
        </name>
        <degrees>MA</degrees>
        <xref rid="aff1" ref-type="aff">1</xref>
        <ext-link ext-link-type="orcid">http://orcid.org/0000-0001-8519-2870</ext-link>
      </contrib>
      <contrib contrib-type="author" id="contrib4">
        <name name-style="western">
          <surname>Lepers</surname>
          <given-names>Thibault</given-names>
        </name>
        <degrees>MA</degrees>
        <xref rid="aff1" ref-type="aff">1</xref>
        <ext-link ext-link-type="orcid">http://orcid.org/0000-0001-7586-1292</ext-link>
      </contrib>
      <contrib contrib-type="author" id="contrib5">
        <name name-style="western">
          <surname>Bianchi-Demicheli</surname>
          <given-names>Francesco</given-names>
        </name>
        <degrees>MD</degrees>
        <xref rid="aff1" ref-type="aff">1</xref>
        <ext-link ext-link-type="orcid">http://orcid.org/0000-0002-2692-3845</ext-link>
      </contrib>
      <contrib contrib-type="author" id="contrib6" corresp="yes" equal-contrib="yes">
      <name name-style="western">
        <surname>Khazaal</surname>
        <given-names>Yasser</given-names>
      </name>
      <degrees>MD</degrees>
      <xref rid="aff1" ref-type="aff">1</xref>
      <address>
        <institution>Geneva University Hospitals</institution>
        <addr-line>Grand Pré 70 C</addr-line>
        <addr-line>Geneve, 1206</addr-line>
        <country>Switzerland</country>
        <phone>41 0766792018</phone>
        <fax>41 223202840</fax>
        <email>yasser.khazaal@hcuge.ch</email>
      </address>  
      <ext-link ext-link-type="orcid">http://orcid.org/0000-0002-8549-6599</ext-link></contrib>
    </contrib-group>
    <aff id="aff1">
      <label>1</label>
      <institution>Geneva University Hospitals</institution>
      <addr-line>Geneve</addr-line>
      <country>Switzerland</country>
    </aff>
    <author-notes>
      <corresp>Corresponding Author: Yasser Khazaal 
      <email>yasser.khazaal@hcuge.ch</email></corresp>
    </author-notes>
    <pub-date pub-type="collection"><month>01</month><year>2019</year></pub-date>
    <pub-date pub-type="epub">
      <day>21</day>
      <month>01</month>
      <year>2019</year>
    </pub-date>
    <volume>6</volume>
    <issue>1</issue>
    <elocation-id>e9978</elocation-id>
    <!--history from ojs - api-xml-->
    <history>
      <date date-type="received">
        <day>1</day>
        <month>2</month>
        <year>2018</year>
      </date>
      <date date-type="rev-request">
        <day>28</day>
        <month>7</month>
        <year>2018</year>
      </date>
      <date date-type="rev-recd">
        <day>1</day>
        <month>11</month>
        <year>2018</year>
      </date>
      <date date-type="accepted">
        <day>12</day>
        <month>12</month>
        <year>2018</year>
      </date>
    </history>
    <!--(c) the authors - correct author names and publication date here if necessary. Date in form ', dd.mm.yyyy' after jmir.org-->
    <copyright-statement>©Nektaria Varfi, Stephane Rothen, Katarzyna Jasiowka, Thibault Lepers, Francesco Bianchi-Demicheli, Yasser Khazaal. Originally published in JMIR Mental Health (http://mental.jmir.org), 21.01.2019.</copyright-statement>
    <copyright-year>2019</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 (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Mental Health, is properly cited. The complete bibliographic information, a link to the original publication on http://mental.jmir.org/, as well as this copyright and license information must be included.</p>
    </license>  
    <self-uri xlink:href="https://mental.jmir.org/2019/1/e9978/" xlink:type="simple"/>
    <abstract>
      <sec sec-type="background">
        <title>Background</title>
        <p>An increasing number of studies are concerned with various aspects of cybersex addiction, the difficulty some persons have in limiting cybersex use despite a negative impact on everyday life.</p>
      </sec>
      <sec sec-type="objective">
        <title>Objective</title>
        <p>The aim of this study was to assess potential links between the outcome variable cybersex addiction, assessed with the Compulsive Internet Use Scale (CIUS) adapted for cybersex use, and several psychological and psychopathological factors, including sexual desire, mood, attachment style, impulsivity, and self-esteem, by taking into account the age, sex, and sexual orientation of cybersex users.</p>
      </sec>
      <sec sec-type="methods">
        <title>Methods</title>
        <p>A Web-based survey was conducted in which participants were assessed for sociodemographic variables and with the following instruments: CIUS adapted for cybersex use, Sexual Desire Inventory, and Short Depression-Happiness Scale. Moreover, attachment style was assessed with the Experiences in Close Relationships-Revised questionnaire (Anxiety and Avoidance subscales). Impulsivity was measured by using the Urgency, Premeditation (lack of), Perseverance (lack of), Sensation Seeking, Positive Urgency Impulsive Behavior Scale. Global self-esteem was assessed with the 1-item Self-Esteem Scale.</p>
      </sec>
      <sec sec-type="results">
        <title>Results</title>
        <p>A sample of 145 subjects completed the study. Addictive cybersex use was associated with higher levels of sexual desire, depressive mood, avoidant attachment style, and male gender but not with impulsivity.</p>
      </sec>
      <sec sec-type="conclusions">
        <title>Conclusions</title>
        <p>Addictive cybersex use is a function of sexual desire, depressive mood, and avoidant attachment.</p>
      </sec>
    </abstract>
    <kwd-group>
      <kwd>sex</kwd>
      <kwd>internet</kwd>
      <kwd>addictive behavior</kwd>
      <kwd>impulsivity</kwd>
    </kwd-group></article-meta>
  </front>
  <body>
    <sec sec-type="introduction">
      <title>Introduction</title>
      <sec>
        <title>Background</title>
        <p>The internet is widely used in everyday life, including for health-related queries [<xref ref-type="bibr" rid="ref1">1</xref>-<xref ref-type="bibr" rid="ref4">4</xref>] and sexual health–related purposes [<xref ref-type="bibr" rid="ref5">5</xref>]. Cybersex is a common behavior that refers to sexually oriented Web-based activities that aim to provide erotic fulfillment or sexual gratification [<xref ref-type="bibr" rid="ref6">6</xref>]. Cybersex includes various activities such as chatting, dating, searching for offline dates, sexual role-playing, webcam interactions, virtual reality, and pornography. These activities can be categorized as solitary-arousal (ie, watching porn), partnered-arousal (ie, chatting), and nonarousal activities (ie, sex-related information seeking) [<xref ref-type="bibr" rid="ref7">7</xref>].</p>
        <p>Moderate use of cybersex may contribute to the expansion of sexual knowledge and enhance offline intimate interactions and sexual communications with partners [<xref ref-type="bibr" rid="ref8">8</xref>]. Similar to those who engage in other internet-related behaviors such as gaming [<xref ref-type="bibr" rid="ref9">9</xref>-<xref ref-type="bibr" rid="ref11">11</xref>], however, some cybersex users may develop addictive patterns of use with possible negative consequences [<xref ref-type="bibr" rid="ref12">12</xref>,<xref ref-type="bibr" rid="ref13">13</xref>]. These patterns are usually described as excessive and poorly controlled use of internet-based sexual activities that lead to problems or functional impairment and persist despite such difficulties [<xref ref-type="bibr" rid="ref14">14</xref>,<xref ref-type="bibr" rid="ref15">15</xref>]. No consensus has been achieved about the conceptualization of this disorder [<xref ref-type="bibr" rid="ref12">12</xref>,<xref ref-type="bibr" rid="ref16">16</xref>], although it is often referred to as cybersex addiction [<xref ref-type="bibr" rid="ref17">17</xref>-<xref ref-type="bibr" rid="ref20">20</xref>]. Nevertheless, as reported for other internet-related problem behaviors [<xref ref-type="bibr" rid="ref21">21</xref>], it is probably an umbrella term that refers to different types of cybersex activities (solitary internet porn, sex webcams, chat, etc) and to different mechanisms (ie, positive reinforcement such as sexual gratification and arousal from porn, social rewards from chat, or negative reinforcement through escape from daily stress) [<xref ref-type="bibr" rid="ref12">12</xref>,<xref ref-type="bibr" rid="ref22">22</xref>,<xref ref-type="bibr" rid="ref23">23</xref>].</p>
        <p>Several studies have reported similarities between addictive cybersex and other addictive disorders, including reduction in executive prefrontal control (the ability to select actions or thoughts in relation to internal goals) [<xref ref-type="bibr" rid="ref24">24</xref>], association between subjective pornographic cue-related arousal and excessive cybersex [<xref ref-type="bibr" rid="ref25">25</xref>,<xref ref-type="bibr" rid="ref26">26</xref>], association between striatal cue reactivity (neuroimaging showing ventral striatum activity during exposure to cybersex cues) and sexual desire [<xref ref-type="bibr" rid="ref27">27</xref>], and subjective symptoms of cybersex addiction (feeling a loss of control in using it) [<xref ref-type="bibr" rid="ref23">23</xref>] and patterns of positive and negative reinforcement of Web-based sexual behaviors [<xref ref-type="bibr" rid="ref28">28</xref>]. Although it seems to be of scientific significance, research on cybersex addiction is still limited [<xref ref-type="bibr" rid="ref25">25</xref>]. In particular, factors related to the development and maintenance of addictive cybersex remain understudied [<xref ref-type="bibr" rid="ref12">12</xref>]. This can partly be explained by the lack of consensus about such behavioral addictions.</p>
        <p>Possible determinants of addictive cybersex have nonetheless received preliminary attention. Sexual desire reflects the powers that draw a person toward or away from sexual behavior [<xref ref-type="bibr" rid="ref29">29</xref>] and motivate people to sexually interact. Yet, despite the importance of sexual desire as a determinant of sexual behaviors [<xref ref-type="bibr" rid="ref22">22</xref>,<xref ref-type="bibr" rid="ref30">30</xref>], studies on the association between sexual desire and cybersex are still lacking. In concordance with other reports on behavioral addictions and excessive internet use [<xref ref-type="bibr" rid="ref9">9</xref>,<xref ref-type="bibr" rid="ref31">31</xref>], several studies on the psychopathological correlates of addictive use of cybersex frequently described an association with psychiatric disorders such as depressive moods [<xref ref-type="bibr" rid="ref22">22</xref>]. Low self-esteem was also associated with sexting (sharing sexual photos) [<xref ref-type="bibr" rid="ref32">32</xref>], compulsive behavior [<xref ref-type="bibr" rid="ref33">33</xref>], and sexual addiction [<xref ref-type="bibr" rid="ref34">34</xref>]. In addition, in agreement with other studies on addictive internet gaming [<xref ref-type="bibr" rid="ref35">35</xref>], some studies suggested that addictive cybersex is at least partly a coping behavior that aims to regulate negative emotions [<xref ref-type="bibr" rid="ref20">20</xref>,<xref ref-type="bibr" rid="ref36">36</xref>].</p>
        <p>The attachment theory argues that as a result of their childhood interactions with parents and relatives, people develop beliefs about their relations to others that come to shape their future affective, intimate, and sexual relationships and behaviors according to their attachment styles [<xref ref-type="bibr" rid="ref37">37</xref>]. In particular, they may develop insecure attachment styles. For instance, an avoidant attachment style is linked to discomfort with close relationships, avoidance of affective commitment, and a possible increase in the search for casual interactions. In contrast, anxious attachment is related to anxiety about rejection and abandonment, possibly leading people to overengage in behaviors that aim to ensure partner availability and validation and to repeatedly check for such security [<xref ref-type="bibr" rid="ref38">38</xref>].</p>
        <p>Such adult attachment styles seem to influence sexual experiences, intimate relationships, and sexual behaviors and satisfaction [<xref ref-type="bibr" rid="ref39">39</xref>]. A positive correlation was previously reported between anxious and avoidant attachment and sexual addiction [<xref ref-type="bibr" rid="ref40">40</xref>]. Furthermore, it was [<xref ref-type="bibr" rid="ref41">41</xref>] shown that problematic pornography use is elevated in individuals with emotional insecurities such as anxious or avoidant attachment [<xref ref-type="bibr" rid="ref42">42</xref>] and traumatic souvenirs of the past [<xref ref-type="bibr" rid="ref19">19</xref>].</p>
        <p>Moreover, impulsivity is a multifaceted psychological and neuropsychological construct leading to the fulfillment of behaviors without careful anticipation [<xref ref-type="bibr" rid="ref43">43</xref>]. Impulsivity is a transdiagnostic factor involved in addictive behaviors [<xref ref-type="bibr" rid="ref44">44</xref>], including problem gaming [<xref ref-type="bibr" rid="ref45">45</xref>] and internet gambling [<xref ref-type="bibr" rid="ref21">21</xref>]. Nonetheless, to date, the association between addictive cybersex and impulsivity has also received little attention [<xref ref-type="bibr" rid="ref20">20</xref>], and in those studies that have examined this association, mixed results were found. In some studies, lack of executive prefrontal control [<xref ref-type="bibr" rid="ref25">25</xref>,<xref ref-type="bibr" rid="ref26">26</xref>] and impulsivity facets were associated with addictive cybersex [<xref ref-type="bibr" rid="ref25">25</xref>,<xref ref-type="bibr" rid="ref26">26</xref>]. In contrast, Wetterneck et al [<xref ref-type="bibr" rid="ref46">46</xref>] did not find any differences in impulsivity measures between addictive and nonaddictive pornography use.</p>
        <p>A recent self-report measure of impulsivity is the Urgency, Premeditation (lack of), Perseverance (lack of), Sensation Seeking, Positive Urgency (UPPS-P) Impulsive Behavior Scale, which has been translated with stable factor structure into numerous languages [<xref ref-type="bibr" rid="ref47">47</xref>-<xref ref-type="bibr" rid="ref50">50</xref>]. The acronym is related to the different impulsivity facets assessed by the scale: negative urgency (the tendency to act impulsively when experiencing negative emotions), premeditation (lack of), perseverance (lack of), sensation seeking, and positive urgency (the tendency to act impulsively when experiencing positive emotions). A recent study [<xref ref-type="bibr" rid="ref20">20</xref>] showed that negative urgency and negative affect interact in predicting addictive cybersex, whereas no other associations were found with the other impulsivity dimensions assessed, such as lack of premeditation, lack of perseverance, or positive urgency (the tendency to act impulsively when experiencing positive emotions).</p>
        <p>Despite a possible broader conception, sexual orientation can be described as homosexuality, bisexuality, or heterosexuality [<xref ref-type="bibr" rid="ref51">51</xref>]. In previous studies, males with a homosexual and a bisexual orientation reported differences in the use of cybersex (more frequent Web-based sexual interactions than those reported by heterosexual males) [<xref ref-type="bibr" rid="ref52">52</xref>]. Furthermore, people in sexual minority groups, partly due to stigma, are at increased risk of health inequalities, such as addictive disorders [<xref ref-type="bibr" rid="ref53">53</xref>] and depression [<xref ref-type="bibr" rid="ref54">54</xref>].</p>
      </sec>
      <sec>
        <title>Objectives</title>
        <p>The aim of this study was to assess the links between cybersex addiction and several psychological and psychopathological factors, including sexual desire, mood, attachment style, and impulsivity, by taking into account the age, sex, and sexual orientation (heterosexual, homosexual, or bisexual) of cybersex users. We expected to find an influence of the selected variables on cybersex addiction.</p>
      </sec>
    </sec>
    <sec sec-type="methods">
      <title>Methods</title>
      <sec>
        <title>Recruitment Procedure</title>
        <p>The participants consisted of users of cybersex sites and forums recruited via advertising on specialized forums and websites (pornographic sites, chat rooms, and dating sites). To be included, participants had to be more than 18 years old and to understand the languages of the questionnaires (French or English). There was no incentive for participation. The participants gave consent and then completed the questionnaires anonymously via SurveyMonkey links. The survey responses were sent over a secure—Secure Sockets Layer—encrypted connection. Internet protocol addresses were used only to check for double participation. The study did not use the participants’ names, nicknames, or email addresses, and the data were analyzed anonymously. The study protocol was approved by the Ethical Committee of the Geneva University Hospitals.</p>
      </sec>
      <sec>
        <title>Sample</title>
        <p>The recruitment procedure resulted in 761 people clicking on the link to participate in the study, of whom 605 gave their consent. The participant completion rate decreased along the length of the questionnaire. Among the 605 subjects who gave their consent, 358 continued past the demographics section. Only 226 subjects continued to the last part, the questionnaire section. After missing values were removed, the final sample included 145 participants.</p>
      </sec>
      <sec>
        <title>Instruments</title>
        <sec>
          <title>Compulsive Internet Use Scale</title>
          <p>The Compulsive Internet Use Scale (CIUS) [<xref ref-type="bibr" rid="ref55">55</xref>] consists of 14 items rated on a 5-point Likert scale ranging from 0 (never) to 4 (very often). Higher scores indicate more severe addictive use. Previous studies reported good factorial stability across time and across different samples [<xref ref-type="bibr" rid="ref55">55</xref>]. The scale involves items related to different aspects of addictive behaviors such as loss of control, preoccupation, withdrawal, coping, and conflict. In different samples and linguistic validations of the CIUS, a 1-factor solution was repeatedly retained as the best-fit model [<xref ref-type="bibr" rid="ref55">55</xref>-<xref ref-type="bibr" rid="ref59">59</xref>]. The items of the CIUS ask about general use of the internet (ie, “Do you find it difficult to stop using the internet when you are online?”). To specifically assess cybersex activities, we asked participants to answer the questions while keeping in mind that the word <italic>internet</italic> specifically refers to cybersex use. The CIUS and other internet addiction scales have previously been successfully adapted to focus on a specific internet use to assess internet gaming, internet gambling [<xref ref-type="bibr" rid="ref60">60</xref>], and cybersex [<xref ref-type="bibr" rid="ref20">20</xref>,<xref ref-type="bibr" rid="ref61">61</xref>] without alterations of their psychometric properties.</p>
        </sec>
        <sec>
          <title>Sexual Desire Inventory</title>
          <p>Consisting of 14 items on a Likert scale, the Sexual Desire Inventory (SDI) was used to evaluate sexual desire (eg, “When you first see an attractive person, how strong is your desire?”) [<xref ref-type="bibr" rid="ref62">62</xref>].</p>
          <p>Four items are scored from 0 (not at all) to 7 (more than once a day). The other items are answered on a 9-point Likert scale ranging from 0 (no desire) to 8 (strong desire). Higher SDI scores reveal higher sexual desire.</p>
        </sec>
        <sec>
          <title>Short Depression-Happiness Scale</title>
          <p>The Short Depression-Happiness Scale (SDHS) was used to evaluate mood variation from depressive mood (eg, “I felt dissatisfied with my life”) to happiness (eg, “I felt happy”) during the last 7-day period. It consists of 6 items, 3 positive and 3 negative, rated on a 4-point Likert scale ranging from 0 (never) to 3 (often). The lower the score, the higher the depressive symptoms [<xref ref-type="bibr" rid="ref63">63</xref>].</p>
        </sec>
        <sec>
          <title>Experiences in Close Relationships-Revised Questionnaire</title>
          <p>This Experiences in Close Relationships-Revised (ECR-R) questionnaire was used to evaluate attachment style [<xref ref-type="bibr" rid="ref64">64</xref>,<xref ref-type="bibr" rid="ref65">65</xref>]. The inventory includes 18 items for anxious attachment characterized by possessive love and fear of loss (eg, “I often worry that my partner will not want to stay with me”) and 18 items for avoidant attachment characterized by fear of romantic love and low relationship success (eg, “I prefer not to show a partner how I feel deep down”). The items are rated on a 7-point Likert scale ranging from 1 (completely disagree) to 7 (completely agree). Several studies showed good test-retest reliability and a good association of the subscale scores with other ratings of daily anxiety and avoidance faced with a close companion [<xref ref-type="bibr" rid="ref66">66</xref>].</p>
        </sec>
        <sec>
          <title>Urgency, Premeditation (Lack of), Perseverance (Lack of), Sensation Seeking, Positive Urgency) Impulsive Behavior Scale Impulsive Behavior Scale</title>
          <p>The UPPS-P Impulsive Behavior Scale [<xref ref-type="bibr" rid="ref67">67</xref>], in its short 20-item version [<xref ref-type="bibr" rid="ref47">47</xref>], is used to measure impulsivity according to 5 dimensions: positive urgency (strong reactions while experiencing intense positive emotions), negative urgency (strong reactions while experiencing intense negative emotions, eg, “When I am upset I often act without thinking”), lack of premeditation (tendency to disregard the consequences before acting), lack of perseverance (difficulty staying focused on a difficult or boring task), and sensation seeking. Responses are rated on a 4-point Likert scale ranging from 1 (strongly agree) to 4 (totally disagree). Good test-retest stability was previously reported [<xref ref-type="bibr" rid="ref47">47</xref>]. In consideration of its multicomponents, the scale was of particular interest for the assessment of addictions [<xref ref-type="bibr" rid="ref68">68</xref>]. In some studies, some of the impulsivity facets assessed with the UPPS-P, in particular negative urgency [<xref ref-type="bibr" rid="ref69">69</xref>-<xref ref-type="bibr" rid="ref72">72</xref>] and, depending on the assessed behaviors and sample, positive urgency [<xref ref-type="bibr" rid="ref71">71</xref>], lack of premeditation [<xref ref-type="bibr" rid="ref69">69</xref>], lack of perseverance [<xref ref-type="bibr" rid="ref73">73</xref>], and sensation seeking [<xref ref-type="bibr" rid="ref68">68</xref>], were previously associated with addictive behaviors.</p>
        </sec>
        <sec>
          <title>Single-Item Self-Esteem Scale</title>
          <p>This 1-item scale (“I have high self-esteem”) was used to measure global self-esteem [<xref ref-type="bibr" rid="ref74">74</xref>]. Participants complete the single item on a 5-point Likert scale ranging from 1 (not very true of me) to 5 (very true of me). The Single-Item Self-Esteem Scale (SISE) showed good convergent validity with other assessments of self-esteem such as the Rosenberg Self-Esteem Scale [<xref ref-type="bibr" rid="ref74">74</xref>]. Due to the single-item composition of the SISE, internal consistency is supposed to be perfect by definition and cannot be estimated. In this sample, this scale was normally distributed.</p>
          <p>Age, gender (male or female), marital status (single, in a relationship—married, in a relationship—not married, widow, or widower), and sexual orientation (measured with a question asking whether the subject described himself or herself as heterosexual, homosexual, or bisexual) were also assessed.</p>
        </sec>
      </sec>
      <sec>
        <title>Analyses</title>
        <p>Due to the small sample size for sexual orientation and marital status, demographics were compared between men and women by using the Fisher exact test, whereas the Wilcoxon rank sum test was performed for age. Regarding the different scales, when missing items represented less than or equal to 10% of all items on a specific scale (16.6% for the SDHS because it has only 6 items), the missing answer was replaced with the mean of the subject’s responses to the items on that scale (person-mean imputation). Internal consistency was assessed with Cronbach alpha [<xref ref-type="bibr" rid="ref75">75</xref>]. To assess the variables associated with a high score on the CIUS, we performed a linear mixed model. The dependent variable was the CIUS score, and the independent variables were the SDI score, the SDHS score, the ECR-R subscales, the UPPS-P subscales, the SISE, sex, and sexual orientation. An interaction term between sex and sexual orientation was also included in the model. As there were 19 subjects who did not report their year of birth, age was not included in the model. This should not introduce bias into the analysis because the correlation between age and the CIUS score was close to 0 and did not reach statistical significance.</p>
        <p>A linear mixed model is a statistical model containing both fixed effects, as in a classical linear regression, and random effects [<xref ref-type="bibr" rid="ref76">76</xref>]. Random effects are useful for modeling cluster data; therefore, this type of model is suitable for correlated measurements, as it accounts for the lack of independence of the observations. In this sample, it could be assumed that subjects who filled in the French version of the questionnaire were more similar to one another than subjects who filled in the English version of the questionnaire; therefore, language was modeled as a random effect.</p>
        <p>To determine whether the tested model was valid, we performed residual analyses and collinearity diagnostics. Residual analysis showed graphically that residuals were normally distributed, that there were no extreme values, and that they were homoscedastic. Regarding collinearity diagnostics, no variance inflation factor was higher than 4, which suggests that no collinearity problems were present [<xref ref-type="bibr" rid="ref77">77</xref>]. Analyses were done with R 3.1.0 (R Core Team, 2014) [<xref ref-type="bibr" rid="ref78">78</xref>]. The package nlme (R Core Team, 2017) was used to run the linear mixed model.</p>
      </sec>
    </sec>
    <sec sec-type="results">
      <title>Results</title>
      <sec>
        <title>Demographics of the Participants</title>
        <p>The study involved 145 participants. When we compared the 145 included subjects with those who at least provided their age, sex, and sexual orientation, no statistical differences were found.</p>
        <p><xref ref-type="table" rid="table1">Table 1</xref> shows the demographics of the participants. The sample was composed of 60.0% (87/145) men and 40.0% (58/145) women. The median age of the sample was 31 years (range: 18-70 years). Women were younger than men (28 years vs 36.5 years, respectively, <italic>P</italic>=.014). Regarding marital status, 37.9% (55/145) of the participants were single, 39.3% (57/145) in a relationship—not married, 20.7% (30/145) in a relationship—married, and 2.1% (3/145) widows or widowers. Sexual orientation and sexual orientation within sex were also measured: 77.9% (113/145) of the participants reported being heterosexual, 7.6% (11/145) being homosexual, and 14.5% (21/145) being bisexual. Among men, 79% (69/87) reported being heterosexual, 6% (6/87) being homosexual, and 13% (12/87) being bisexual; among women, 75% (44/58) reported being heterosexual, 8% (5/58) being homosexual, and 15% (9/58) being bisexual.</p>
        <table-wrap position="float" id="table1">
          <label>Table 1</label>
          <caption>
            <p>Demographics of the participants.</p>
          </caption>
          <table width="1000" cellpadding="5" cellspacing="0" border="1" rules="groups" frame="hsides">
            <col width="30"/>
            <col width="270"/>
            <col width="200"/>
            <col width="200"/>
            <col width="200"/>
            <col width="100"/>
            <thead>
              <tr valign="top">
                <td colspan="2">Characteristic</td>
                <td>Whole sample</td>
                <td>Women (n=58)</td>
                <td>Men (n=87)</td>
                <td><italic>P</italic> value</td>
              </tr>
            </thead>
            <tbody>
              <tr valign="top">
                <td colspan="2">Age, median (range)</td>
                <td>31 (18-70)</td>
                <td>28 (18-70)</td>
                <td>36.5 (18-70)</td>
                <td>.014<sup>a</sup></td>
              </tr>
              <tr valign="bottom">
                <td colspan="5"><bold>Sexual orientation<sup>b</sup>, n (%)</bold></td>
                <td>0.87</td>
              </tr>
              <tr valign="top">
                <td><break/></td>
                <td>Heterosexual</td>
                <td>113 (77.9)</td>
                <td>44 (38.9)</td>
                <td>69 (61.1)</td>
                <td><break/></td>
              </tr>
              <tr valign="top">
                <td><break/></td>
                <td>Homosexual</td>
                <td>11 (7.6)</td>
                <td>5 (45.5)</td>
                <td>6 (54.5)</td>
                <td><break/></td>
              </tr>
              <tr valign="top">
                <td><break/></td>
                <td>Bisexual</td>
                <td>21 (14.5)</td>
                <td>9 (42.9)</td>
                <td>12 (57.1)</td>
                <td><break/></td>
              </tr>
              <tr valign="bottom">
                <td colspan="5"><bold>Marital status<sup>c</sup>, n (%)</bold></td>
                <td>0.49</td>
              </tr>
              <tr valign="top">
                <td><break/></td>
                <td>Single</td>
                <td>58 (40.0)</td>
                <td>21 (36.2)</td>
                <td>37 (63.8)</td>
                <td><break/></td>
              </tr>
              <tr valign="top">
                <td><break/></td>
                <td>In a relationship</td>
                <td>87 (60.0)</td>
                <td>37 (42.5)</td>
                <td>50 (57.5)</td>
                <td><break/></td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn id="table1fn1">
              <p><sup>a</sup>W statistic for the Wilcoxon rank sum test is 2500.5.</p>
            </fn>
            <fn id="table1fn2">
              <p><sup>b</sup>Women/men proportions are within sexual orientation categories.</p>
            </fn>
            <fn id="table1fn3">
              <p><sup>c</sup>Women/men percentages are within marital status categories.</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
      </sec>
      <sec>
        <title>Instruments</title>
        <p><xref ref-type="table" rid="table2">Table 2</xref> shows the means and SDs of the instruments used as well as Cronbach alpha [<xref ref-type="bibr" rid="ref75">75</xref>] as a measure of internal consistency and its 95% confidence interval. Every instrument had good (&gt;0.80) to excellent (&gt;0.90) internal consistency, but the UPPS-P positive urgency scale fell into the acceptable range (&gt;0.70).</p>
      </sec>
      <sec>
        <title>Results of the Linear Mixed Model</title>
        <p>The results of the linear mixed model are reported in <xref ref-type="table" rid="table3">Table 3</xref>. The most important influences on the CIUS scores (see standardized coefficients) were lower SDHS scores (meaning more depressive scores), followed by higher avoidant attachment style scores, male gender, and higher sexual desire. The other variables (anxious attachment, UPPS-P subscales, SIUS, sexual orientation, and interaction between gender and sexual orientation) did not reach statistical significance on the CIUS scores.</p>
        <table-wrap position="float" id="table2">
          <label>Table 2</label>
          <caption>
            <p>Description of the instruments.</p>
          </caption>
          <table width="1000" cellpadding="5" cellspacing="0" border="1" rules="groups" frame="hsides">
            <col width="30"/>
            <col width="370"/>
            <col width="200"/>
            <col width="200"/>
            <col width="200"/>
            <thead>
              <tr valign="top">
                <td colspan="2">Instrument</td>
                <td>Mean (SD)</td>
                <td>Cronbach alpha</td>
                <td>95% CI</td>
              </tr>
            </thead>
            <tbody>
              <tr valign="top">
                <td colspan="2">Compulsive Internet Use Scale</td>
                <td>14.64 (9.84)</td>
                <td>.89</td>
                <td>0.89-0.91</td>
              </tr>
              <tr valign="top">
                <td colspan="2">Sexual Desire Inventory</td>
                <td>70.83 (17.66)</td>
                <td>.87</td>
                <td>0.84-0.90</td>
              </tr>
              <tr valign="top">
                <td colspan="2">Short Depression-Happiness Scale</td>
                <td>11.29 (4.38)</td>
                <td>.86</td>
                <td>0.83-0.90</td>
              </tr>
              <tr valign="top">
                <td colspan="5"><bold>Experiences in Close Relationships-Revised questionnaire</bold></td>
              </tr>
              <tr valign="top">
                <td><break/></td>
                <td>Anxious attachment</td>
                <td>3.39 (1.33)</td>
                <td>.92</td>
                <td>0.91-0.94</td>
              </tr>
              <tr valign="top">
                <td><break/></td>
                <td>Avoidant attachment</td>
                <td>3.07 (1.04)</td>
                <td>.89</td>
                <td>0.86-0.91</td>
              </tr>
              <tr valign="top">
                <td colspan="5"><bold>UPPS-P<sup>a</sup> Impulsive Behavior Scale</bold></td>
              </tr>
              <tr valign="top">
                <td><break/></td>
                <td>Positive urgency</td>
                <td>10.44 (2.57)</td>
                <td>.74</td>
                <td>0.67-0.81</td>
              </tr>
              <tr valign="top">
                <td><break/></td>
                <td>Negative urgency</td>
                <td>8.64 (3.04)</td>
                <td>.86</td>
                <td>0.82-0.89</td>
              </tr>
              <tr valign="top">
                <td><break/></td>
                <td>Lack of premeditation</td>
                <td>7.45 (2.64)</td>
                <td>.80</td>
                <td>0.75-0.85</td>
              </tr>
              <tr valign="top">
                <td><break/></td>
                <td>Lack of perseverance</td>
                <td>7.34 (2.66)</td>
                <td>.84</td>
                <td>0.80-0.88</td>
              </tr>
              <tr valign="top">
                <td><break/></td>
                <td>Sensation seeking</td>
                <td>11.31 (2.70)</td>
                <td>.80</td>
                <td>0.74-0.85</td>
              </tr>
              <tr valign="top">
                <td colspan="2">Single-Item Self-Esteem Scale</td>
                <td>2.61 (0.83)</td>
                <td>—<sup>b</sup></td>
                <td>—</td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn id="table2fn1">
              <p><sup>a</sup>Urgency, Premeditation (lack of), Perseverance (lack of), Sensation Seeking, Positive Urgency.</p>
            </fn>
            <fn id="table2fn2">
              <p><sup>b</sup>Not applicable.</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
        <table-wrap position="float" id="table3">
          <label>Table 3</label>
          <caption>
            <p>Results of the linear mixed model.</p>
          </caption>
          <table width="1000" cellpadding="7" cellspacing="0" border="1" rules="groups" frame="hsides">
            <col width="30"/>
            <col width="250"/>
            <col width="170"/>
            <col width="130"/>
            <col width="150"/>
            <col width="70"/>
            <col width="200"/>
            <thead>
              <tr valign="top">
                <td colspan="2">Characteristics and measures</td>
                <td>Regression coefficient</td>
                <td>Standard error</td>
                <td><italic>t</italic> value (degrees of freedom)</td>
                <td><italic>P</italic> value</td>
                <td>Standardized coefficients</td>
              </tr>
            </thead>
            <tbody>
              <tr valign="top">
                <td colspan="2">Female versus male</td>
                <td>−3.82</td>
                <td>1.75</td>
                <td>−2.18 (128)</td>
                <td>.03</td>
                <td>−0.19</td>
              </tr>
              <tr valign="top">
                <td colspan="7"><bold>Sexual orientation (reference group: heterosexual)</bold></td>
              </tr>
              <tr valign="top">
                <td><break/></td>
                <td>Homosexual</td>
                <td>0.08</td>
                <td>3.67</td>
                <td>0.02 (128)</td>
                <td>.98</td>
                <td>0.07</td>
              </tr>
              <tr valign="top">
                <td><break/></td>
                <td>Bisexual</td>
                <td>−1.37</td>
                <td>2.61</td>
                <td>−0.52 (128)</td>
                <td>.60</td>
                <td>0.10</td>
              </tr>
              <tr valign="top">
                <td colspan="7"><bold>Interaction (female)</bold></td>
              </tr>
              <tr valign="top">
                <td><break/></td>
                <td>Homosexual</td>
                <td>1.62</td>
                <td>5.58</td>
                <td>0.29 (128)</td>
                <td>.77</td>
                <td>0.08</td>
              </tr>
              <tr valign="top">
                <td><break/></td>
                <td>Bisexual</td>
                <td>5.81</td>
                <td>4.13</td>
                <td>1.41 (128)</td>
                <td>.16</td>
                <td>0.29</td>
              </tr>
              <tr valign="top">
                <td colspan="2">Sexual Desire Inventory</td>
                <td><italic>0.11</italic><sup>a</sup></td>
                <td><italic>0.04</italic></td>
                <td><italic>2.48</italic> (128)</td>
                <td><italic>.01</italic></td>
                <td><italic>0.19</italic></td>
              </tr>
              <tr valign="top">
                <td colspan="2">Self-esteem</td>
                <td>−0.68</td>
                <td>1.00</td>
                <td>−0.67 (128)</td>
                <td>.50</td>
                <td>−0.06</td>
              </tr>
              <tr valign="top">
                <td colspan="7"><bold>UPPS-P<sup>b</sup> Impulsive Behavior Scale</bold></td>
              </tr>
              <tr valign="top">
                <td><break/></td>
                <td>Positive urgency</td>
                <td>0.19</td>
                <td>0.33</td>
                <td>0.57 (128)</td>
                <td>.57</td>
                <td>0.06</td>
              </tr>
              <tr valign="top">
                <td><break/></td>
                <td>Negative urgency</td>
                <td>−0.15</td>
                <td>0.37</td>
                <td>−0.39 (128)</td>
                <td>.69</td>
                <td>−0.04</td>
              </tr>
              <tr valign="top">
                <td><break/></td>
                <td>Lack of premeditation</td>
                <td>0.31</td>
                <td>0.34</td>
                <td>0.92 (128)</td>
                <td>.35</td>
                <td>0.08</td>
              </tr>
              <tr valign="top">
                <td><break/></td>
                <td>Lack of perseverance</td>
                <td>−0.07</td>
                <td>0.36</td>
                <td>−0.20 (128)</td>
                <td>.84</td>
                <td>−0.02</td>
              </tr>
              <tr valign="top">
                <td><break/></td>
                <td>Sensation seeking</td>
                <td>0.07</td>
                <td>0.30</td>
                <td>0.25 (128)</td>
                <td>.80</td>
                <td>0.02</td>
              </tr>
              <tr valign="top">
                <td colspan="2">Short Depression-Happiness Scale</td>
                <td>− <italic>0.85</italic></td>
                <td><italic>0.22</italic></td>
                <td>− <italic>3.95</italic> (128)</td>
                <td><italic>&gt;.001</italic></td>
                <td>− <italic>0.38</italic></td>
              </tr>
              <tr valign="top">
                <td colspan="7"><bold>Experiences in Close Relationships-Revised</bold></td>
              </tr>
              <tr valign="top">
                <td><break/></td>
                <td>Anxiety</td>
                <td>−0.56</td>
                <td>0.70</td>
                <td>−0.81 (128)</td>
                <td>.42</td>
                <td>−0.08</td>
              </tr>
              <tr valign="top">
                <td><break/></td>
                <td>Avoidance</td>
                <td><italic>2.20</italic></td>
                <td><italic>0.79</italic></td>
                <td><italic>2.79</italic> (128)</td>
                <td><italic>.006</italic></td>
                <td><italic>0.23</italic></td>
              </tr>
            </tbody>
          </table>
          <table-wrap-foot>
            <fn id="table3fn1">
              <p><sup>a</sup>Italics represents significant regression parameters.</p>
            </fn>
            <fn id="table3fn2">
              <p><sup>b</sup>Urgency, Premeditation (lack of), Perseverance (lack of), Sensation Seeking, Positive Urgency.</p>
            </fn>
          </table-wrap-foot>
        </table-wrap>
      </sec>
    </sec>
    <sec sec-type="discussion">
      <title>Discussion</title>
      <sec>
        <title>Principal Findings</title>
        <p>The aim of this study was to study cybersex addiction and to assess the links between cybersex addiction and possible determinants of such behavior, namely, sexual desire, mood, attachment style, and impulsivity, by taking into account the age, sex, and sexual orientation of cybersex users. We concluded that addictive cybersex use, as assessed by the CIUS adapted for sexual activities, is associated with sexual desire, depressive mood, an avoidant attachment style, and male gender. As shown in <xref ref-type="table" rid="table3">Table 3</xref> (standardized coefficients), the results suggest that the most important influence on the CIUS scores is depressive mood, followed by avoidant attachment style, male gender, and sexual desire. UPPS-P impulsivity subscores, self-esteem, and sexual orientation do not have a significant influence on addictive cybersex.</p>
        <p>Sexual desire is an important drive for sexual behavior and is positively associated with emotional intimacy [<xref ref-type="bibr" rid="ref79">79</xref>]. In this study, elevated sexual desire was significantly associated with addictive cybersex use. This finding is consistent with the gratification hypothesis [<xref ref-type="bibr" rid="ref26">26</xref>] and with previous findings showing an association between cybersex use and arousal and craving for specific porn cues [<xref ref-type="bibr" rid="ref80">80</xref>]. The results suggest that at least part of addictive cybersex use is linked to such positive reinforcement. Sexual desire is also known for its modification related to depressive mood [<xref ref-type="bibr" rid="ref81">81</xref>]. Possible fluctuations between sexual desire, mood modification, and cybersex use could be assessed in future studies by using methods that are based on ecological momentary assessment [<xref ref-type="bibr" rid="ref82">82</xref>].</p>
        <p>Our finding of an association between addictive cybersex use and depressive mood is congruent with other studies that showed the importance of links between addictive cybersex and diverse assessments of psychological distress and mood [<xref ref-type="bibr" rid="ref22">22</xref>,<xref ref-type="bibr" rid="ref26">26</xref>]. This finding is also in line with other reports of the association between excessive internet gaming [<xref ref-type="bibr" rid="ref83">83</xref>] or internet gambling [<xref ref-type="bibr" rid="ref21">21</xref>] and depressive mood. Such associations suggest that addictive cybersex is at least partly a coping behavior that aims to regulate negative emotions [<xref ref-type="bibr" rid="ref20">20</xref>,<xref ref-type="bibr" rid="ref35">35</xref>,<xref ref-type="bibr" rid="ref36">36</xref>,<xref ref-type="bibr" rid="ref84">84</xref>]. This finding opens the debate, as has occurred for other internet addictive-like behaviors, about an appropriate diagnostic framework [<xref ref-type="bibr" rid="ref16">16</xref>] and adequate understanding of such an association [<xref ref-type="bibr" rid="ref85">85</xref>]. The possible development of psychopathological distress, which could lead to a more pronounced depressive mood secondary to the negative impact of addictive cybersex (interpersonal isolation and reduction of offline sexual activities), cannot be ruled out [<xref ref-type="bibr" rid="ref86">86</xref>], and thus, further prospective studies are warranted.</p>
        <p>We also found an association between addictive cybersex use and avoidant attachment but not anxious attachment. These results are congruent with those of other studies showing the implications of insecure attachment in excessive internet use [<xref ref-type="bibr" rid="ref19">19</xref>] and cybersex [<xref ref-type="bibr" rid="ref41">41</xref>]. Beutel et al [<xref ref-type="bibr" rid="ref42">42</xref>] found an increase in the intensity of internet sex use with the importance of anxious attachment. Their results failed, however, to reach statistical significance for the link between the importance of internet sex use and avoidant attachment. Such differences could possibly be explained by differences in cybersex use assessment methods. In fact, Beutel et al’s study used more items related to cybersex use (eg,“ I have searched for sexual materials online...”) and only 2 items related to addictive cybersex (ie, “I believe that I am an internet sex addict” and “I have promised myself to stop using the internet for sexual purposes”). Furthermore, items were on a dichotomous scale (true or false), which may limit the ability to detect variability. The association found with avoidant attachment could be explained by displeasure and fear of close relationships, which lead to an increase in cybersex activities that less often involve closeness in relationships. In this study, the lack of association between addictive cybersex and anxious attachment style was possibly because of the limitations in sample size. One could hypothesize differences in attachment style across specific cybersex activities (ie, anxious attachment may have more Web-based interactions with potential partners because of anticipated fear of rejections). Further studies should assess specific cybersex activities in more detail. Despite such differences across studies, insecure attachment styles play an important role in cybersex addiction. As suggested elsewhere [<xref ref-type="bibr" rid="ref19">19</xref>], such findings deserve clinical investigation and treatment of attachment style for patients who are involved in addictive cybersex.</p>
        <p>Impulsivity and cybersex addiction were not significantly associated in our study. The results of the study at hand contrast with those of other studies regarding the links between the UPPS-P and internet-related addictive behaviors [<xref ref-type="bibr" rid="ref21">21</xref>,<xref ref-type="bibr" rid="ref45">45</xref>]. The results of this study are contrary to those of previous studies showing some associations between addictive cybersex and impulsivity [<xref ref-type="bibr" rid="ref20">20</xref>,<xref ref-type="bibr" rid="ref46">46</xref>]. Furthermore, using the same UPPS-P scale, Wery et al [<xref ref-type="bibr" rid="ref20">20</xref>] showed that in a group of male participants, negative urgency interacted with negative affects in predicting addictive cybersex. However, the strength of the association was not strong, as shown by the authors’ reported odds ratio of 1.03 (95% CI=1.01-1.06). In another study, Wetterneck et al [<xref ref-type="bibr" rid="ref46">46</xref>] showed a small correlation between a measure of impulsivity and the number of hours of porn use by week. However, they did not report significant differences in impulsivity between a group of addictive porn users and controls.</p>
        <p>In light of such observations across studies, one may hypothesize that some impulsivity facets may contribute to addictive cybersex without having a main determinant effect on such behavior. This may contribute to disparities between studies. Furthermore, such differences are possibly influenced by sample size, the specific type of cybersex activities (ie, possible differences between porn use and sex dating), and other assessments involved in the analyses. For instance, our study included measures of attachment, a construct not included in the previously mentioned studies. However, we cannot exclude the possibility of modifications in executive functions when an individual faces specific cybersex cues [<xref ref-type="bibr" rid="ref24">24</xref>] or during interactions with negative states and cybersex use [<xref ref-type="bibr" rid="ref20">20</xref>]. Further studies on the possible role of impulsivity constructs in addictive cybersex are needed.</p>
        <p>Self-esteem had no impact on CIUS scores. This result contradicts those of other studies that show, for instance, an association between low self-esteem and adolescent sexting (sharing sexual photos) [<xref ref-type="bibr" rid="ref32">32</xref>]. These differences between studies may be because of sample characteristics, participants’ specific cybersex activities, or the assessment methods. This study, for example, assessed general self-esteem with only 1 question. Furthermore, the impact of specific cybersex activities on self-esteem cannot be ruled out. Prospective studies on the links between such activities and self-esteem, including possible mediators of effects such as fear of negative evaluation [<xref ref-type="bibr" rid="ref33">33</xref>], are needed.</p>
        <p>This study also showed an association between addictive cybersex and male gender, as has repeatedly been found [<xref ref-type="bibr" rid="ref17">17</xref>,<xref ref-type="bibr" rid="ref42">42</xref>,<xref ref-type="bibr" rid="ref46">46</xref>,<xref ref-type="bibr" rid="ref87">87</xref>,<xref ref-type="bibr" rid="ref88">88</xref>]. Sociocultural differences may contribute to this phenomenon. Moreover, possible differences between men and women in sexual desire, sexual arousal, and their interplay may contribute to the observed difference [<xref ref-type="bibr" rid="ref89">89</xref>]. The design of sex-related websites and mobile phones apps may also influence gender differences in cybersex use. Gender differences were commonly reported in addictive disorders; additional studies are required to understand the underlying mechanisms [<xref ref-type="bibr" rid="ref90">90</xref>].</p>
        <p>Among a population of cybersex users, our study showed no association between age and cybersex addiction. Most studies on cybersex have involved adolescents and young adults [<xref ref-type="bibr" rid="ref17">17</xref>]. Some earlier studies (in the early 2000s), however, showed that adults older than 50 years were less prone to cybersex use than younger adults [<xref ref-type="bibr" rid="ref91">91</xref>]. The findings of this study are possibly explained by a focus on cybersex addiction (and not on cybersex use) and by societal evolution and wider access to the internet in all age ranges.</p>
        <p>In this study, sexual orientation had no effect on the assessed behavior. Similarly, no effect was found in the interactions between gender and sexual orientation. However, sexual orientation was assessed in only 3 main categories (heterosexual, bisexual, and homosexual). Future studies would benefit from more refined evaluations of sexual orientation [<xref ref-type="bibr" rid="ref51">51</xref>] and its possible components (eg, erotic fantasy and social interactions) [<xref ref-type="bibr" rid="ref92">92</xref>] as well as from evaluations of gender identity and its related distress [<xref ref-type="bibr" rid="ref93">93</xref>].</p>
        <p>Cybersex is associated with addictive use for only a small number of users [<xref ref-type="bibr" rid="ref20">20</xref>]. This observation is also illustrated by the mean (<xref ref-type="table" rid="table2">Table 2</xref>) and median (13 of 56) of the CIUS scores in this study. Nonetheless, for those with addictive patterns of use, treatment options are still sparse and understudied; most of the few preliminary studies in the field have tried to reproduce what is already known from the psychotherapy of addictive disorders [<xref ref-type="bibr" rid="ref12">12</xref>].</p>
        <p>The findings of this study have clinical implications. It seems important to consider cybersex addiction in terms of its principal connections with several psychological dimensions. Particular attention should be given to the patient’s patterns of attachment. Psychotherapeutic treatment has to be tailored to the specific needs of each patient. People with avoidant attachment, for example, may benefit from a psychotherapeutic approach designed to integrate treatment of addiction and attachment disturbances. Future studies for the assessment and treatment of cybersex addiction are needed in clinical settings.</p>
      </sec>
      <sec>
        <title>Limitations</title>
        <p>Several limitations of the study must be considered. The sample was relatively small but adequate for the study statistics. Furthermore, the sample was exposed to self-selection biases [<xref ref-type="bibr" rid="ref94">94</xref>]. The cross-sectional design did not allow assessment of longitudinal interplay between the assessed variables. Furthermore, the study did not take into consideration the different cybersex activities that could influence cybersex use across different behaviors and cybersex communities. Finally, there is no consensus related to cybersex addiction, and thus, the study used the CIUS adapted to cybersex as a proxy. Using a continuous approach rather than a categorical one, however, allows assessment of some determinants of the severity of addictive cybersex use with an adequate research instrument related to addictive use of internet-delivered services.</p>
      </sec>
      <sec>
        <title>Conclusions</title>
        <p>Despite these limitations, this study indicates that addictive cybersex is influenced by an avoidant attachment style, depressive mood, and sexual desire. Males are at increased risk. Self-esteem and impulsivity do not seem to have a significant influence on addictive cybersex. Further research, including prospective studies, is needed in the field.</p>
      </sec>
    </sec>
  </body>
  <back>
    <glossary>
      <title>Abbreviations</title>
      <def-list>
        <def-item>
          <term id="abb1">CIUS</term>
          <def>
            <p>Compulsive Internet Use Scale</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb2">ECR-R</term>
          <def>
            <p>Experiences in Close Relationships-Revised</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb3">SDHS</term>
          <def>
            <p>Short Depression-Happiness Scale</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb4">SDI</term>
          <def>
            <p>Sexual Desire Inventory</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb5">SISE</term>
          <def>
            <p>Single-Item Self-Esteem Scale</p>
          </def>
        </def-item>
        <def-item>
          <term id="abb6">UPPS-P</term>
          <def>
            <p>Urgency, Premeditation (lack of), Perseverance (lack of), Sensation Seeking, Positive Urgency) Impulsive Behavior Scale</p>
          </def>
        </def-item>
      </def-list>
    </glossary>
    <ack>
      <p>No funding was received for this study. The authors thank the study participants.</p>
    </ack>
    <fn-group>
      <fn fn-type="con">
        <p>NV, YK, FBD, and SR were involved in the study concept and design. SR, YK, and NV were involved in statistical analysis and interpretation of data. TL, KJ, and YK were involved in the recruitment of participants. NV, YK, KJ, TL, SR, and FBD were involved in writing of the manuscript.</p>
      </fn>
      <fn fn-type="conflict">
        <p>None declared.</p>
      </fn>
    </fn-group>
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