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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Emotion dysregulation and adolescents' preference for online social interactions: The moderating role of gender</article-title>
      </title-group>
      <contrib-group>
        <aff id="aff0">
          <label>0</label>
          <institution>Department of Humanities, University of Naples Federico II</institution>
        </aff>
      </contrib-group>
      <abstract>
        <p>The number of young social media users is increasing year after year, animating the scholar debate about excessive Internet use and its effects. Boys and girls' different social media use motives and purposes might reflect the way in which they display their emotions, indeed increasing attention has been paid to emotion dysregulation role in addictive behaviors. This study aimed at exploring the moderating role of gender on the relation between difficulties in emotion regulation and problematic preference for online social interactions. 693 Italian adolescents (55% female and 45% male; mean age = 16+1.597) were involved in the study. Results showed that gender differently moderated the relationship between emotion dysregulation and preference for web-mediated interactions in males and females: girls with higher difficulties in regulation of emotional states did not prefer online social interactions. On the contrary, boys' problematic preference for web-mediated interactions always increased for difficulties in acceptance, understanding, control, and modulating negative emotions.</p>
      </abstract>
      <kwd-group>
        <kwd>Emotion Regulation</kwd>
        <kwd>Problematic Social Network sites Use</kwd>
        <kwd>Adolescence</kwd>
        <kwd>Gender</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>
        Web-based communication via social networking sites (SNSs) is growing fast among
adolescents. Indeed, among younger Internet users, 97% of teenagers and 99% of young
adults are web users [
        <xref ref-type="bibr" rid="ref1 ref2">1,2</xref>
        ]. Social media use seems to provide a useful online medium,
contributing to self-definition, identity construction, and development of social skills
[
        <xref ref-type="bibr" rid="ref3 ref4 ref42 ref43 ref5 ref6 ref7">3,4,5,6,7,42,43</xref>
        ]. At the same time, teens’ widespread Internet use seems to offer boys
and girls risky opportunities [
        <xref ref-type="bibr" rid="ref8 ref9">8,9</xref>
        ]. The emergence of possible abuse symptoms,
especially in adolescence, constantly animates the scholar debate about the excessive
Internet use effects and the validity of the umbrella term “Internet addiction” (IA) [
        <xref ref-type="bibr" rid="ref10 ref11 ref6">6,10,11</xref>
        ],
and in recent years increasing attention has been paid to emotion dysregulation role in
addict1ive behaviors [
        <xref ref-type="bibr" rid="ref12 ref13 ref14 ref15">12,13,14,15</xref>
        ].
      </p>
      <p>
        In 2004 Gratz and Roemer [
        <xref ref-type="bibr" rid="ref16">16</xref>
        ] defined emotion regulation as the awareness,
understanding, acceptance, and modulation of own emotional states and some studies
suggested that these abilities play a major role in inhibiting addictive behaviors,
otherwise engaging to escape from or minimize negative moods [
        <xref ref-type="bibr" rid="ref12 ref13 ref17">12,13,17</xref>
        ]. In problematic
Internet use (PIU) research field, studies suggested significant associations between
web-related activities to manage emotions, uncontrolled Internet use, and negative
outcomes of Internet use [
        <xref ref-type="bibr" rid="ref12 ref17 ref18 ref19 ref20 ref21">12,17,18,19,20,21</xref>
        ]. But, these findings highly support the
association between difficulties in emotion regulation and PIU in adults. Indeed, although
some papers pointed out the pivotal role of improvement of recognition and regulation
of emotions abilities in adolescents’ PIU and Internet gaming disorder treatments
[
        <xref ref-type="bibr" rid="ref22 ref23 ref24 ref25">22,23,24,25</xref>
        ], still little is known about the link between emotion dysregulation and
Internet-related activities in boys and girls.
      </p>
      <p>
        After the feminization of the web [
        <xref ref-type="bibr" rid="ref26">26</xref>
        ], females have become increasingly more engaged
on the Internet and, despite similarities, their motives of use were different from those
of boys [
        <xref ref-type="bibr" rid="ref27">27</xref>
        ]. Overall, girls seem to prefer social and communication activities (i.e
social networking, instant messaging, blogging, photo-sharing) [
        <xref ref-type="bibr" rid="ref27 ref28 ref29 ref30">27,28,29,30</xref>
        ], whereas
males spent more time surfing, online videogaming, visiting pornographic sites, and
file downloading [
        <xref ref-type="bibr" rid="ref28 ref31 ref9">9,28,31</xref>
        ]. Likely, the girls’ expressive social media use for social
purposes and the instrumental Internet use for non-social purposes [
        <xref ref-type="bibr" rid="ref32 ref33">32,33</xref>
        ] reflect the
way in which adolescents are asked to display their emotions: girls in an expressive
way talking about their feelings with others, and boys in a more physical way [
        <xref ref-type="bibr" rid="ref17">17</xref>
        ].
However, despite the typical lower capability of self-control and emotion regulation in
both boys and girls during the adolescence [
        <xref ref-type="bibr" rid="ref9">9</xref>
        ], females seem to display greater
awareness of their emotions, ability to describe emotional experiences, and more emotional
regulation strategies than males [
        <xref ref-type="bibr" rid="ref17 ref34 ref35 ref36 ref9">9,17,34,35,36</xref>
        ].
2
      </p>
    </sec>
    <sec id="sec-2">
      <title>Current study</title>
      <p>The main goal of this study was to explore the links between adolescents’ difficulties
in emotion regulation and their preference for online social interactions, as a
problematic aspect of Social Network sites (SNS) use, highlighting possible gender-related
differences. Based on the literature reviewed, it was hypothesized that gender moderate
the predictive role of difficulties in emotion regulation on problematic preference for
web-mediated interactions.
3
3.1</p>
    </sec>
    <sec id="sec-3">
      <title>Methods</title>
      <sec id="sec-3-1">
        <title>Participants</title>
        <p>A total of 693 Italian high-school students (55% female and 45% male; mean age =
16+1.597) were involved. General information about the aim of the study was
announced in class. Participants were informed that participation was voluntary, and all
students agreed to participate and completed the questionnaires in a classroom setting
through their smartphones. No course credits or remunerative rewards were given.</p>
      </sec>
      <sec id="sec-3-2">
        <title>Measures</title>
        <p>
          Difficulties in Emotion Regulation Scale (DERS). The DERS [
          <xref ref-type="bibr" rid="ref16">16</xref>
          ] is a 36-items
measure rated on a 5-point Likert scale ranging from 1 (“almost never”) to 5 (“almost
always”). This measure was developed to clinically assess difficulties in emotion
regulation scored on six scales: Nonacceptance of emotional responses
(NOACCEPTANCE); Difficulties engaging in goal-directed behavior (GOALS);
Impulse control difficulties due to negative emotions (IMPULSE); Lack of emotional
awareness (AWARENESS); Limited access to emotion regulation strategies
(STRATEGIES); and Lack of emotional clarity (CLARITY). The Italian adaptation of
the DERS [
          <xref ref-type="bibr" rid="ref37">37</xref>
          ] has good psychometric properties. In the current study, the Cronbach's
alpha was α= .881.
        </p>
        <p>
          Preference for Online Social Interactions Sub-Scale (POSI). The POSI is a
subscale of the Generalized Problematic Internet Use 2 (GPIUS2; [
          <xref ref-type="bibr" rid="ref19">19</xref>
          ]). It measures the
degree to which individuals prefer the online communicative context on a scale ranging
from 1 (“strongly disagree”) to 8 (“strongly agree”). According to Casale and
Fioravanti [
          <xref ref-type="bibr" rid="ref38">38</xref>
          ], the participants were asked of referring only to their use of SNS. In the
current study the Cronbach's alpha was α= .694.
3.3
        </p>
      </sec>
      <sec id="sec-3-3">
        <title>Data Analysis</title>
        <p>
          Means, standard deviations, and Pearson’s correlations between the study variables
were performed (Table 1). Preliminary analyses of variance (ANOVAs) were also run
in IBM SPSS 23 to point out possible gender-related differences in considered
dimensions. ANOVAs revealed a significant effect of gender on GOALS [F(1,692)=28.707;
p=&lt;.001]; IMPULSE [F(1,692)=10.801; p=.001]; CLARITY [F(1,692)=9.203; p=.003]; and
AWARENESS [F(1,692)=45.328; p=&lt;.001]. Females showed higher means in all
dimensions except AWARENESS. To examine the potential moderating effect of gender on
the relationship between DERS dimensions and POSI we tested six separate models
using the SPSS macro PROCESS suggested by Hayes [
          <xref ref-type="bibr" rid="ref39">39</xref>
          ]. This SPSS macro
PROCESS is specifically developed for assessing the complex models including
moderator variables. Simple slope analyses were completed to determine the nature of the
moderation effects.
1 POSI
2 DERS
NoAccept
3 DERS
Goals
4 DERS
Strategies
5 DERS
Impulse
6 DERS
Clarity
7 DERS
        </p>
        <p>Awareness
4</p>
      </sec>
    </sec>
    <sec id="sec-4">
      <title>Results</title>
      <sec id="sec-4-1">
        <title>Model 1</title>
        <sec id="sec-4-1-1">
          <title>NOACCEPTANCE</title>
        </sec>
        <sec id="sec-4-1-2">
          <title>Gender</title>
        </sec>
        <sec id="sec-4-1-3">
          <title>NOACCEPTANCE * Gender</title>
          <p>Model 2</p>
        </sec>
        <sec id="sec-4-1-4">
          <title>GOALS</title>
        </sec>
        <sec id="sec-4-1-5">
          <title>Gender</title>
        </sec>
        <sec id="sec-4-1-6">
          <title>GOALS * Gender</title>
        </sec>
      </sec>
      <sec id="sec-4-2">
        <title>Model 3</title>
        <sec id="sec-4-2-1">
          <title>STRATEGIES</title>
        </sec>
        <sec id="sec-4-2-2">
          <title>Gender</title>
        </sec>
        <sec id="sec-4-2-3">
          <title>STRATEGIES * Gender</title>
          <p>Model 4</p>
        </sec>
        <sec id="sec-4-2-4">
          <title>IMPULSE</title>
        </sec>
        <sec id="sec-4-2-5">
          <title>Gender</title>
        </sec>
        <sec id="sec-4-2-6">
          <title>IMPULSE * Gender</title>
        </sec>
        <sec id="sec-4-2-7">
          <title>CLARITY</title>
        </sec>
        <sec id="sec-4-2-8">
          <title>Gender</title>
        </sec>
        <sec id="sec-4-2-9">
          <title>CLARITY * Gender AWARENESS Gender</title>
        </sec>
        <sec id="sec-4-2-10">
          <title>AWARENESS * Gender</title>
          <p>Dependent Variable: POSI
-.173
.134
-1.2918
.197</p>
          <p>Figures 1, 2, 3, 4, 5 graphically show the changes of POSI between genders: males
prefer online social interactions more than women when have difficulties in emotion
regulations. Specifically, as can be seen in Figure 1, for high difficulties in emotions
acceptance, boys report a much higher preference for online social interactions, but for
low NOACCEPTANCE the males’ preference is lower than females. Similarly, for
higher difficulties engaging in goal-directed behavior (GOALS) the males’ POSI
increases (Figure 2). In Figures 3 and 4 while for higher limited access to emotion
regulation strategies (STRATEGIES) and impulse control difficulties (IMPULSE) boys
report higher preference for online social interactions, girls show lower POSI. Finally,
Figure 5 shows that gender moderates the CLARITY-POSI relation: for higher lack of
emotional clarity (CLARITY) boys’ POSI increases. For girls the effect appears almost
unchanged.
NOACCEPTANCE</p>
          <p>Male</p>
          <p>Female
2.518</p>
          <p>GOALS</p>
          <p>3
2,5
IS1,52
O
P 1
0,5</p>
          <p>0
0,5
0</p>
        </sec>
      </sec>
    </sec>
    <sec id="sec-5">
      <title>Discussion and conclusion</title>
      <p>This present study explored the relation between adolescents’ difficulties in emotion
regulation and their problematic preference for web-mediated interactions, highlighting
gender-related differences.</p>
      <p>
        Contrary to previous findings were males were more predisposed to difficulties in
emotion regulation [
        <xref ref-type="bibr" rid="ref17 ref34 ref35 ref36 ref9">9,17,34,35,36</xref>
        ], in this study girls showed higher mean scores than
boys in difficulties engaging in goal-directed behaviors, controlling impulses due to
negative emotional states, and in clear understanding of experienced emotions.
Moreover, girls showed lower awareness of their emotions than boys. No statistically
significative gender-related differences were found in mean scores of preference for online
social interactions and difficulties in acceptance of their own emotions and in access to
emotion regulation strategies.
      </p>
      <p>
        Gender was found to have a moderating role on the relationship between emotion
dysregulation and preference for web-mediated interactions. Indeed, the effect of poor
ability to understand, accept, modulate, and manage negative emotions was
significantly different between males and females. Despite higher levels of emotion-related
difficulties and an inclination for social and communicative activities online [
        <xref ref-type="bibr" rid="ref28 ref29 ref4">4,28,29</xref>
        ],
girls with higher difficulties in regulation of emotional states did not prefer online social
interactions. On the contrary, boys’ problematic preference for web-mediated
interactions always increased for difficulties in acceptance, understanding, control, and
modulating negative emotions. Likely, even though girls use social media for social
purposes, they could prefer to express and display their emotional experiences mostly
turning to others in face-to-face relations. In another way, girls could carry out other online
and offline activities to try and regulate their negative emotions. On the contrary, boys
that might express their emotions in a more physical way [
        <xref ref-type="bibr" rid="ref17">17</xref>
        ] could prefer online social
interactions and other web-related activities to manage and take out their negative
emotions [
        <xref ref-type="bibr" rid="ref12 ref17 ref18 ref19">12,17,18,19</xref>
        ]. These controversial findings could be related to the involved boys’
and girls’ cultural context, their personal characteristics, or, overall, to the rapid
changes in adolescents’ online interests and activities that reflect how fast are the
changes in social media landscape [
        <xref ref-type="bibr" rid="ref40 ref41">40,41</xref>
        ].
      </p>
      <p>
        Some limitations need to be addressed. Firstly, this preliminary study explores just
one dimension of problematic Social Network sites use in association with difficulties
in emotion regulation. Other aspects should be explored, especially the SNS misuse as
mood regulator [
        <xref ref-type="bibr" rid="ref19">19</xref>
        ]. Secondly, other psychosocial factors should be investigated in
association with emotion dysregulation, trying to identify gender-related differences in
SNS use. In this regard, this study highlighted that the heterogeneity of scholar findings
reflects the need of problematic social media use research field of further exploration.
Finally, these findings clearly showed the importance of interventions aimed to increase
teens’ awareness, understanding, acceptance, and regulation of emotions, in online and
offline contexts.
      </p>
    </sec>
  </body>
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