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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Attachment representations and generalized problematic Internet use in a sample of high school students in transition from adolescence to emerging adulthood.</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Carolina Facci</string-name>
          <email>carolina.facci@unifi.it</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Andrea Baroncelli</string-name>
          <email>a.baroncelli@unfii.it</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Enrica Ciucci</string-name>
          <email>enrica.ciucci@unifi.it</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>University of Florence, Department of Education</institution>
          ,
          <addr-line>Languages, Intercultures, Literatures, and Psychology, Via di San salvi,12, 50135, Florence</addr-line>
          ,
          <country country="IT">Italy</country>
        </aff>
      </contrib-group>
      <abstract>
        <p>The present study was conducted to explore the unique associations of different attachment representations to generalized problematic Internet use (GPIU) within a community sample of middle-school students that are in transition from adolescence to emerging adulthood. 180 youths (72 girls, mean age = 18.29 years, DS = .46 years) took part to the study. In line with expectations from extant literature, dimensions of insecure-anxious attachment were uniquely associated to the total score of GPIU, as well as to its subcomponents (with the exception of negative outcomes). Importantly, there also emerged the unique role of insecure-avoidant attachment, that was positively associated to the total score of GPIU, as well as to its specific subscales related to the preference for online social interaction and the deficient self-regulation in using the Internet. These results consolidate the suggestion that GPIU occurs within a context in which youths perceive the Internet as a medium to regulate stress and anxiety that derives from face-to-face social interactions; moreover, they also suggest that GPIU occur within a context in which youths choose a social approach that is more distancing than traditional face-to-face relationships.</p>
      </abstract>
      <kwd-group>
        <kwd>1 Attachment Representation</kwd>
        <kwd>Generalized Problematic Internet Use</kwd>
        <kwd>Adolescence</kwd>
        <kwd>Emerging Adulthood</kwd>
        <kwd>Social Development</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>
        The present study aimed to advance knowledge about socioemotional correlates to generalized
problematic Internet use (GPIU), by exploring unique associations between continuous
measures of attachment representations and GPIU in a sample of high school students that are
in transitions from adolescence to emerging adulthood. As underlined by classical studies, one
of the main developmental tasks in this period consists in laying the foundations for the
construction of a stable and coherent identity [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ]. Several studies have highlighted that the use
of the Internet can constitute both a risk and a resource for the process of identity development
[
        <xref ref-type="bibr" rid="ref2 ref3">2-3</xref>
        ]. Specifically, the problematic Internet use (PIU) refers to difficulties in regulating the
time spent in online activities, that in turn can lead to maladaptive outcomes in daily life [
        <xref ref-type="bibr" rid="ref4">4</xref>
        ].
According to both Davis [
        <xref ref-type="bibr" rid="ref5">5</xref>
        ] and Caplan [
        <xref ref-type="bibr" rid="ref6">6</xref>
        ], these difficulties can pertain either to a specific
problematic Internet use (SPIU), in which one or more content-specific Internet functions are
the core problem (e.g., online gambling, shopping, sexual material, etc.), or to a GPIU, in which
individuals present a maladaptive preference for the socio-communicative aspects of the
Internet.
      </p>
      <p>
        As for the specific of GPIU, youths with high levels of internalizing problems (e.g., loneliness,
anxiety, depression) are more prone to perceive the use of the Internet as a simple way to
regulate their emotional states in social interactions, feeling safe and competent; nevertheless,
over time they develop a compulsive attitude toward this medium, damaging residual
face-toface social relationships and reaching low school/work performances [
        <xref ref-type="bibr" rid="ref10 ref6 ref7 ref8 ref9">6-10</xref>
        ]. Recently,
research on socioemotional correlates to GPIU considered areas other than internalizing
problems; for instance, it has been suggested that youths with high levels of a callous and
unemotional attitude toward others can benefit from social relationships managed online,
considering that the interpersonal distance provided by the Internet medium is suitable for
manipulate and attack others without wondering about their sufferance [
        <xref ref-type="bibr" rid="ref11">11</xref>
        ]. Starting from the
above-mentioned results, we aimed to in-depth explore the relational characteristics associated
to GPIU in adolescent which are in transition from adolescence to emerging adulthood,
assuming that different motivations pertaining social relationships may coexist and lead to the
development of GPIU. In this view, we paid attention to the construct of attachment
representations. Attachment refers to the search of proximity and security to specific caregivers
[
        <xref ref-type="bibr" rid="ref12">12</xref>
        ]; over time, attachment relationships define specific mental representations about the Self,
the caregivers, and the relationships between the Self and the caregivers (i.e, attachment
representations), that have an important influence on future social relationships [
        <xref ref-type="bibr" rid="ref13">13</xref>
        ]. Briefly,
a “secure” attachment representation implies a positive view of both the Self and others, with
a consequent trustworthiness in social relationships; on the contrary, an “insecure” attachment
representation derives from negative attachment experiences with social partners, that can
result in considering oneself as not worthy of love and care (i.e., “insecure-anxious” attachment
representation), or not in need of close relationships (i.e., “insecure-avoidant” attachment
representation) [
        <xref ref-type="bibr" rid="ref13 ref14">13-14</xref>
        ]. Extant research on PIU has found positive correlations with
problematic interpersonal relationships and attachment insecurity to both mothers and fathers;
specifically, it has been suggested that insecure attachment representations can drive
adolescents in developing a PIU as a coping strategy to regulate stress and anxiety in
face-toface social transaction [
        <xref ref-type="bibr" rid="ref15 ref16 ref17 ref18">15-18</xref>
        ].
      </p>
      <p>
        Starting from the above-reported literature, in the present study we aimed to advance the
knowledge about attachment representations and GPIU in several ways. First, most of extant
results refers to PIU (i.e., without distinguishing between SPIU and GPIU), or to specific social
media (e.g., Facebook); in the present study, we focused on the specific construct of GPIU,
hypothesizing to confirm the positive association between insecure-anxious attachment and the
presence of high levels of GPIU (considering both the total score and all its specific subscales).
Moreover, we adopted continuous measures of attachment representations, in order to consider
the unique role of secure, insecure-anxious, and insecure-avoidant attachment in the
associations to GPIU; in fact, we sought to explore whether the specific insecure-avoidant
attachment had a unique role in GPIU. In line with previous results about CU traits [
        <xref ref-type="bibr" rid="ref11">11</xref>
        ], we
hypothesized that a distancing representation of relationships with others could induce youths
to prefer and over-invest in Internet-mediated relationships, and this in turn could lead to GPIU.
In addition, while the majority of previous studies considered attachment toward parents or
within family context, we chose to consider attachment representations with multiple social
partners; this was particularly important due to the specific transition here considered (i.e.,
from adolescence to emerging adulthood), during which relationships with classmates, friends,
and romantic partners assume a great importance.
      </p>
    </sec>
    <sec id="sec-2">
      <title>2. Method</title>
    </sec>
    <sec id="sec-3">
      <title>2.1. Participants and procedures</title>
      <p>We contacted three scholastic Institutions located in Central Italy to propose a research
collaboration in the field of adolescence, psychological development, and the use of new
technologies. Institutional Review Boards and School Deans approved all procedures, and
written informed consent was requested for each student; specifically, written informed consent
was asked to parents of students under the legal adult age in Italy (i.e., 18 years), while it was
directly obtained from adult students (i.e., over the age of 18 years). About 800 students were
contacted, and about 600 students gave their consent to participate in the research. Trained
assistants administered study questionnaires in the classrooms during two school hours. For
the purpose of the present study, we selected from our database only adolescents over the age
of 18 years; moreover, we applied the following exclusion criteria: inaccuracy in completing
questionnaires (i.e., multiple items with no answer, or with all identical answers), psychiatric
diagnosis or mental injuries that prevented the understanding of the questionnaires, severe
unfamiliarity with Italian language, absence from school during data collection. As a
consequence, the final sample of the present study was made up by 180 community sample
adolescents (72 girls, mean age = 18.29 years, DS = .46 years); more than 90% of the students
were from Italian backgrounds. 8.89% of the students attended Vocational Schools, 44.44%
attended Technical Institutes, and 46.67% attended Lyceum High Schools.
2.2.</p>
    </sec>
    <sec id="sec-4">
      <title>Measures</title>
      <p>
        GPIU. The Generalized Problematic Internet Use Scale 2 (GPIUS2 [
        <xref ref-type="bibr" rid="ref6">6</xref>
        ], Italian version by
Fioravanti and colleagues [19]) is a 15-item self-report questionnaire that assesses cognition
and behaviours related to GPIU. This questionnaire allows both to obtain a total score of GPIU
(alpha in the present study = .89), as well as specific scores regarding preference for online
social interactions (POSI; 3 items, e.g., “I prefer communicating with people online rather than
face-to-face”, alpha in the present study = .72), the use of the Internet for mood regulation (3
items, e.g., “I have used the Internet to make myself feel better when I was down”, alpha in the
present study = .85), deficient self-regulation in using the Internet (6 items, e.g., “When I
haven’t been online for some time, I become preoccupied with the thought of going online”,
alpha in the present study = .88), and negative outcomes (3 items, e.g., “I have missed social
engagements or activities because of my Internet use”, alpha in the present study = .75).
Students completed the questionnaire using an 8-point Likert-type scale, from 1 (definitely
disagree) to 8 (definitely agree).
      </p>
      <p>Attachment representations. The attachment representations were investigated using the
Attachment Style Questionnaire (ASQ [20]; Italian version by Fossati and colleagues [21]). It
is 40-item self-report questionnaire that allow to assess five attachment representations:
confidence (8 items, e.g., “I feel confident that other people will be there for me when I need
them”, alpha in the present study = .68), discomfort with closeness (10 items, e.g., “I find it
hard to trust other people”, alpha in the present study = .79), relationships as secondary (7
items, e.g., “To ask for help is to admit that you’re a failure”, alpha in the present study = .78),
need for approval (7 items, e.g., “It’s important to me that others like me”, alpha in the present
study = .69), preoccupation with relationships (8 items, e.g., “I worry a lot about my
relationships”, alpha in the present sample = .77). Participants had to indicate their agreement
with each item using a 6-point Likert-type scale, from 1 (totally disagree) to 6 (totally agree).
2.3.</p>
    </sec>
    <sec id="sec-5">
      <title>Data Analysis</title>
      <p>First of all, we inspected data distribution by examining mean, standard deviation, skewness
and kurtosis of each study variable. Subsequently, we realized zero-order correlations:
Kendal’s tau-b was used for correlations involving “Gender” (i.e., a dichotomous variable),
and Pearson’s r was used for pairs of continuous variables. In order to test the unique role of
each attachment representation to the total score of GPIU (and subsequently to each GPIUS
subscale) over and above gender, age, and the other measures of attachment representations,
main analyses were realized using a linear regression approach.</p>
    </sec>
    <sec id="sec-6">
      <title>3. Results</title>
      <p>Table 1 illustrates descriptive statistics and zero-order correlations; all variables approached
normal distribution (both skewness and kurtosis values were in the range [-2.00; +2.00]), with
the exception of the negative outcome subscales form the GPIUS. Since we did not obtain
significant improvements from the log-transformation of the scale, we preferred to keep the
original scale. Correlation analyses showed that confidence was negatively associated to the
variables from the GPIUS (rs ranging from -.18, p &lt; .05, to -.22, p &lt; .01), with the exception
of negative outcomes. Moreover, the two scales assessing avoidant attachment representations
(i.e., discomfort with closeness and relationships as secondary) were positively related to all
the variables from the GPIUS (rs ranging from .17, p &lt; .05, to .30, p &lt; .001). Lastly, the two
scales assessing anxious attachment representations (i.e., need for approval and preoccupation
with relationships) were positively related to the variables from the GPIUS (rs ranging from
.21, p &lt; .01, to .37, p &lt; .001), with the exception of negative outcomes.</p>
      <p>Table 2 reports results of linear regressions. Over and above gender and age, total score of
GPIU presented unique positive associations to both relationships as secondary (β = .18, p &lt;
.05) and preoccupation with relationships (β = .27, p &lt; .01). Considering the specific subscales
of the GPIUS, POSI showed unique positive associations to both relationships as secondary (β
= .23, p &lt; .01) and need for approval (β = .21, p &lt; .05). Mood regulation presented a unique
positive association to preoccupation with relationships (β = .28, p &lt; .01), and deficient
selfregulation showed unique positive associations to both relationships as secondary (β = .17, p &lt;
.05) and preoccupation with relationships (β = .26, p &lt; .01). Negative outcomes did not show
significant associations with attachment representations.</p>
      <sec id="sec-6-1">
        <title>4. Discussions</title>
        <p>
          The present study was conducted in order to explore the unique effects of different attachment
representations in their association to GPIU within a community sample of middle-school
students that are in transition from adolescence to emerging adulthood. In line with previous
studies [
          <xref ref-type="bibr" rid="ref15 ref16 ref17 ref18">15-18</xref>
          ] and according to our hypotheses, dimensions of insecure-anxious attachment
were uniquely associated to GPIU. Specifically, the unique role of preoccupation with
relationships - that is defined by desire for intimacy with others along with fear of abandonment
[20, 21] - emerged for the GPIU total score, as well as for specific subscales concerning the
use of the Internet for mood regulation and the deficient self-regulation in using the Internet.
According to existing results [
          <xref ref-type="bibr" rid="ref16">16</xref>
          ], we advance that youths with high levels of this attachment
representation in their history could choose the Internet medium as a coping strategy to regulate
stress and anxiety that derives from face-to-face social interactions. Moreover, the need for
approval - that refers to an exacerbated need for acceptance and confirmation from others [20,
21] - was the attachment subscale to play a unique role in the association to the preference for
online social interaction: once again, we could hypothesize that youths high in this attachment
dimension perceive online social interaction as easier to carry on - and therefore with a higher
probability of positive feedback - than offline relationships.
        </p>
        <p>
          Importantly, we also found that insecure-avoidant attachment plays a unique role in the
association to GPIU. Specifically, the attachment dimension connected with considering
relationships as secondary - that is similar to the dismissing style proposed by Bartholomew
[22], in which the self-sufficient Self denies the need of others - was positively associated both
to the total score of GPIU, as well as to its specific dimensions related to the preference for
online social interaction and the deficient self-regulation in using the Internet. These results
can be read in line with a previous evidence emerged within the field of research on CU traits
[
          <xref ref-type="bibr" rid="ref11">11</xref>
          ], that suggested the interpersonal distance provided by the Internet medium as a suitable
situation in order to manipulate and attack others without wondering about their sufferance;
similarly, we can hypothesize that a detached and devaluing representation of relationships
with others can favor youths in choosing a type of social approach that is more distancing than
the face-to-face one, even if this can lead to lose control about time spent online and being
preoccupied with the thought of going online. Nevertheless, the cross sectional nature of our
data prevents us from reaching causal conclusion; in fact, we could also hypothesize that a
prolonged experience of high levels of GPIU can impact on attachment representations in a
critical period for the development of identity such as that represented by the end of
adolescence and the transition to adulthood.
        </p>
        <p>These results are affected by some limits. First, we have already mentioned the cross-sectional
nature of the study, and only future longitudinal research can confirm and better explain our
results. Moreover, all study variables were investigated using self-report questionnaires, and a
future replication should include a multi informant approach to prevent the risks related to
common shared variance. Further, the sample was quite homogeneous considering
participants’ cultural background, thus generalization of our results to other contexts has to be
tested. Nevertheless, this study enlarged the field of research on GPIU by demonstrating that
both insecure-anxious and insecure-avoidant attachment representation can play a role as
unique correlates of this phenomenon. These results also suggest broadening the gaze on the
role that attachment – defined as a dimensional rather than a categorical construct - can play in
the development of the identity of young adults, intercepting the risks and the benefits of the
Internet medium in multiple ways.</p>
      </sec>
      <sec id="sec-6-2">
        <title>5. Acknowledgements</title>
        <p>The data collection was carried out thanks to the involvement of three scholastic Institutions
located in Central Italy and the support of the deans and professors. We therefore thank the
psychology students of the University of Florence who contributed to the research by offering
us their support in collecting data.</p>
      </sec>
      <sec id="sec-6-3">
        <title>6. References</title>
        <p>[19] G. Fioravanti, C. Primi, S. Casale, Psychometric evaluation of the Generalized Problematic
Internet Use Scale 2 in an Italian sample, Cyberpsychology, Behavior and Social Networking
(2013), 16, 761-766. doi:10.1089/cyber.2012.0429.
[20] J. A. Feeney, P. Noller, M. Hanrahan, Assessing adult attachment, in M. B. Sperling, W. H.</p>
        <p>Berman (Eds.), Attachment in adults: Clinical and developmental perspectives (128-153).</p>
        <p>Guilford, 1994.
[21] A. Fossati, J. A. Feeney, D. Donati, M. Donini, L. Novella, M. Bagnato, E. Acquarini, C. Maffei,
On the dimensionality of the Attachment Style Questionnaire in Italian clinical and nonclinical
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[22] K. Bartholomew, Avoidance of intimacy: An attachment perspective, Journal of Social and
Personal Relationships (1990), 7, 147-178. doi:10.1177/0265407590072001.</p>
      </sec>
    </sec>
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