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<article xmlns:xlink="http://www.w3.org/1999/xlink">
  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Being Involved in the Neighborhood through People- Nearby Applications: A Study Deepening Their Social and Community-Related Uses, Face-to-Face Meetings among Users, and Local Community Experience*</article-title>
      </title-group>
      <contrib-group>
        <aff id="aff0">
          <label>0</label>
          <institution>Department of Humanities, University of Naples Federico II</institution>
          ,
          <addr-line>Naples</addr-line>
          ,
          <country country="IT">Italy</country>
        </aff>
      </contrib-group>
      <abstract>
        <p>People-Nearby Applications (PNAs) social and community-related uses could represent an alternative way to live urban spaces and sociability when citizens experience offline constraints in doing so in their city or neighborhood. Indeed, the features of PNAs suggest that they could represent reliable tools to glue local social fabrics, enhancing their local community experience. Thus, this study aims at deepening whether PNAs social (i.e., for friendship/network) and specifically community-related (i.e., for location-based searching of new people to meet) uses can improve citizens' local community experience through fostering face-to-face meetings with other users nearby and a more involved way of living their neighborhoods at last. An online questionnaire was administered to 302 Italian PNAs users. The results show that only PNAs the community-related use associates with more frequent face-to-face meetings with other users nearby and with a more involved way of living one's neighborhood via this frequency. Conversely, no significant association emerged for PNAs social use. These results suggest that PNAs can improve users' local community experience as they seem able to enhance local social relationships and their users' feeling of involvement in their neighborhood through fostering new local acquaintances and interactions and further opportunities to live local common places and socialize. Moreover, this supports the insights about PNAs role and potentialities as an alternative path to rely on for users having unmet aggregative needs yet experiencing constraints in straightly living their neighborhood through enjoying urban spaces and local sociability.</p>
      </abstract>
      <kwd-group>
        <kwd>People-Nearby Applications (PNAs)</kwd>
        <kwd>location-based applications</kwd>
        <kwd>social media community-related uses</kwd>
        <kwd>local communities</kwd>
        <kwd>neighborhoods</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>Introduction</title>
      <p>
        People-Nearby Applications (PNAs) are mobile applications relying on mobile
devices Global Positioning System (GPS) to allow their users to discover new people
nearby to meet and interact with according to their physical location or geographical
proximity [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ]. Since the most known and used PNAs are Tinder, Grindr, and other similar
dating applications, this kind of mobile applications has been mainly studied with
reference to romantic and/or sexual needs, motives, and outcomes [e.g., 2, 3, 4, 5].
Nevertheless, PNAs can also provide their users with social and community-related
gratifications, like extending their social networks, meeting new people nearby,
entering the local social network, and feeling part of the surrounding community [
        <xref ref-type="bibr" rid="ref1 ref6 ref7">1, 6, 7</xref>
        ].
Indeed, through exposing their users to new places, people, pieces of information, and
social gatherings [
        <xref ref-type="bibr" rid="ref6 ref8">6, 8</xref>
        ], PNAs allow a remapping of the surrounding social and
physical spaces [
        <xref ref-type="bibr" rid="ref10 ref7 ref9">7, 9, 10</xref>
        ], which can now be enriched by what is known and seen through
the lens of these applications [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ]. Consistently, they can produce new social
connections among community members and between them and their life places and
contexts, fostering wider local social networks at last [
        <xref ref-type="bibr" rid="ref11 ref8">8, 11</xref>
        ]. Due to these peculiarities,
these applications have huge potentialities for creating new connections among
members of the same local community (i.e., city or neighborhood), since they can foster
social interactions among unknown people from different social groups being nearby
[
        <xref ref-type="bibr" rid="ref1 ref10">1, 10</xref>
        ] and, potentially, face-to-face meetings among them at last.
      </p>
      <p>
        These represent critical challenges within modern local communities, whose
traditional social functions have been weakened. Indeed, recent global phenomena have
brought about a gradual instrumentalization of urban spaces and sociability, which are
mainly lived through interacting with already known people, even though they often
offer wider social opportunities and gatherings [
        <xref ref-type="bibr" rid="ref12 ref13 ref14 ref15 ref16 ref17 ref18 ref19 ref20">12, 13, 14, 15, 16, 17, 18, 19, 20</xref>
        ].
Consistently, local social interactions, traditionally providing community members
with physical and social resources to rely on [
        <xref ref-type="bibr" rid="ref21">21</xref>
        ] and an open-minded, interested and
inclusive behavior [
        <xref ref-type="bibr" rid="ref22 ref23">22, 23</xref>
        ] at the individual level while enhancing reciprocal
proximity and acknowledgment and shared meanings and visions at community level [
        <xref ref-type="bibr" rid="ref22 ref24 ref25 ref26">22, 24,
25, 26</xref>
        ], have become more hardly attainable.
      </p>
      <p>
        Taking into account these challenges modern local community features pose to
community members, it has recently been suggested that PNAs social and
community-related uses could represent alternative strategies adopted by citizens feeling that
their local community has some constraints weakening its social fabric and traditional
social functions [
        <xref ref-type="bibr" rid="ref17 ref27">17, 27</xref>
        ]. Indeed, everyone chooses which social media to use and
how based on their unmet needs and goals and on how the specific features and uses
of each social media promise to meet them [
        <xref ref-type="bibr" rid="ref28 ref29">28, 29</xref>
        ]. Consistently, when the
neighborhood is somehow hindering its members’ opportunities to meet new people in local
common spaces, citizens feeling that their social and aggregative needs have been left
unmet by their local community and social relationships may use PNAs with social
and/or community-related aims as an alternative path to rely on to satisfy these needs.
Specifically, in partially closed neighborhoods, where social opportunities are
available yet hardly attainable for community members due to some neighborhood features
[
        <xref ref-type="bibr" rid="ref30">30</xref>
        ], PNAs could represent a reliable tool to reconnect the local social fabric and
foster more involved and active ways of living the surrounding physical and social
context [
        <xref ref-type="bibr" rid="ref1 ref10 ref17">1, 10, 17</xref>
        ], since they could play a catalyst role for local social encounters
and interactions to happen anyway. Nevertheless, since this is a relative new
perspective which is still underlining, to authors’ best knowledge no study has already
deepened the outcomes of PNAs social and community-related uses.
2
      </p>
    </sec>
    <sec id="sec-2">
      <title>Aim of the study</title>
      <p>
        Building on what is already known about PNAs, the present study aims at taking a
further step towards a better understanding of their social and community-related uses
and whether they can improve citizens’ local community experience – that is how
they live their local community and relate to other members within it – through
fostering face-to-face meetings among nearby users and a more involved way of living their
neighborhoods at last. Thus, it has been led by three main research questions:
1. do PNAs social uses positively associate with the frequency of face-to-face
meetings with other users nearby met through these applications (H1)? Specifically, the
considered social uses are: (a) a solely social one, that is, using PNAs to look for
friendship and extend one’s social network, and (b) a social yet specifically
community-related one, that is, using PNAs for location-based searching of new
people to meet in the same area. They have been selected among those identified in
previous studies [
        <xref ref-type="bibr" rid="ref1 ref6 ref7">1, 6, 7</xref>
        ] since they were the ones showing their potential in
reconnecting the local social fabric; conversely, PNAs uses mainly relying on
individual dimensions (e.g., gaining social approval, looking for entertainment) or
explicitly being romantic or sexual ones have been excluded from this study;
2. do PNAs social uses positively associate with users’ perception about them being
involved in their neighborhoods via the frequency of their face-to-face meetings
with other users nearby (H2)?
3. do PNAs social and community-related uses show different patterns of
associations with the frequency of face-to-face meetings with other users nearby and with
users’ perceptions about being involved in their neighborhood?
3
3.1
      </p>
    </sec>
    <sec id="sec-3">
      <title>Method</title>
      <sec id="sec-3-1">
        <title>Participants and Procedures</title>
        <p>The participants were 302 Italian PNAs users (57.6% female), aged between 18 and
75 (M = 30.99; SD = 10.79). To achieve a non-college sample, they were recruited via
snowball sampling through sharing the questionnaire in some Facebook groups about
Italian PNAs users (e.g., I Gentlemen di Grindr, Tinder and the City, Tinder Italiano)
and through word of mouth among PNAs users. They received no compensation for
participating in the study. The questionnaire was introduced by an explanation about
confidentiality and anonymity issues, wherein the participants had to express their
informed consent to take part in the study. No IP addresses or other identifying data
were retained.</p>
        <p>Most of the participants were heterosexual (74.5%), while 13.2% were
homosexual, and 10.3% bisexual; six respondents (2%) did not provide this information. About
half of them (43.4%) lived in a major city and 21.9% in a city, while 16.9% in a place
near a major city, 15.2% in a village, and 2.6% in a rural area. They had been living in
their neighborhood for 17.89 years on average (SD = 12.05). Most of the participants
were single (70.2%) and did not have children (86.1%), while 14.2% were married or
lived with their partner, 7.6% were involved in an unmarried and non-cohabitant
relationship, 7.6% were separated or divorced, and one participant was widower.</p>
        <p>Of the participants, 41.1% had a High School diploma as their highest educational
title and 26.2% a bachelor’s degree, while 12.9% had a post-degree title, 10.9% a
Secondary School diploma, and 8.9% a master’s degree title. As of their employment,
36.8% were employees and 32.8% students, while 13.9% were freelance
professionals, 3% business owners, and 2.3% had managerial positions; only one participant was
retiree and 9.9% were unemployed.
3.2</p>
      </sec>
      <sec id="sec-3-2">
        <title>Measures</title>
        <p>The questionnaire included a socio-demographic section, followed by these measures.</p>
      </sec>
      <sec id="sec-3-3">
        <title>PNAs Use for Friendship/Network. Five items (e.g., “Build my social/friendship</title>
        <p>
          network”) by Van De Wiele and Tong [
          <xref ref-type="bibr" rid="ref7">7</xref>
          ] were adapted so that they did not
specifically refer to gay men and used to detect this PNAs use. Respondents were asked to rate
their agreement with each item on a 7-point Likert scale (1 = Strongly disagree; 7 =
Strongly agree).
        </p>
      </sec>
      <sec id="sec-3-4">
        <title>PNAs Use for Location-Based Searching. Three items (e.g., “Meet other people</title>
        <p>
          in the area”) by Van De Wiele and Tong [
          <xref ref-type="bibr" rid="ref7">7</xref>
          ] were adapted so that they did not
specifically refer to gay men and used to detect this PNAs use. Respondents were asked to
rate their agreement with each item on a 7-point Likert scale (1 = Strongly disagree; 7
= Strongly agree).
        </p>
      </sec>
      <sec id="sec-3-5">
        <title>Frequency of Face-to-Face Meetings with Other Users. The frequency with</title>
        <p>which the respondents were used to meet face-to-face the people they had met
through these applications was detected through the item “How often do you meet
offline the people you meet through PNAs on average?”, whose answer was on a
7point Likert scale (1 = Never; 7 = Very often).</p>
      </sec>
      <sec id="sec-3-6">
        <title>Living the Neighborhood in an Involved Way. Participants’ feelings about be</title>
        <p>ing part of their neighborhood and participating in it was detected through the item
“How much do you feel part of and participate in your neighborhood?”, which
required an answer on a 7-point Likert scale (1 = Nothing at all; 7 = At all).
3.3</p>
      </sec>
      <sec id="sec-3-7">
        <title>Data Analyses</title>
        <p>
          For the items about PNAs uses [
          <xref ref-type="bibr" rid="ref7">7</xref>
          ], the back-translation method was used since there
was no Italian translation available. Thus, previously to hypotheses testing for each
measure Confirmatory Factor Analyses (CFA) were run with Structural Equation
Modeling (SEM) using the maximum likelihood estimator. To evaluate the model fit,
the Comparative Fit Index (CFI) and the Standardized Root Mean square Residual
(SRMR) were observed [
          <xref ref-type="bibr" rid="ref31">31</xref>
          ]. For CFI, values equal to or higher than .90 e .95 reflect
respectively good or excellent fit indices; for SRMR, values equal to or smaller than
.06 e .08 reflect respectively good or reasonable fit indices [
          <xref ref-type="bibr" rid="ref32">32</xref>
          ]. The reliability was
checked through Cronbach’s alphas.
        </p>
        <p>
          To test all the hypotheses, a multiple mediation model was run using SEM. It
included the two PNAs uses (i.e., friendship/network and location-based searching of
new people to meet) as the independent variables, users’ perceptions about living their
neighborhood in an involved way as the dependent one, and the frequency of
face-toface meetings with other users met through these applications as the mediator. To
evaluate the model fit, CFI and SRMR were observed again [
          <xref ref-type="bibr" rid="ref31">31</xref>
          ]. In the face of
significant direct and/or indirect effects of both uses on the frequency of face-to-face
meetings and/or on the perceptions about living their neighborhood in an involved way,
Wald’s test would have been used to determine whether the effects of the two
considered PNAs uses significantly differed, in order to answer the third research question:
if the test returns a significant result, the considered effects are different.
        </p>
        <p>
          Bootstrap estimation with 10,000 samples was used to test the significance of the
results [
          <xref ref-type="bibr" rid="ref33">33</xref>
          ] and the bias-corrected 95% confidence interval (BC 95% CI) was
computed: the effects are significant when the 0 is not included in the CI.
4
        </p>
      </sec>
    </sec>
    <sec id="sec-4">
      <title>Results</title>
      <p>Both PNAs uses confirmed their one-factor structure with good fit indices: for
friendship/network, CFI = .96, SRMR = .04; for location-based searching, CFI = .99,
SRMR = .001. For factor loadings, see Figures 1 and 2.</p>
      <p>Reliability indices, descriptive statistics, and correlations for all the measures are
in Table 1.</p>
      <p>Model results are summarized in Table 2 and shown in Figure 3. The model
showed good fit indices, CFI = .94, SRMR = .05, yet H1 and H2 were only partially
confirmed. Indeed, PNAs use for location-based searching of new people to meet was
the only one showing a direct, positive, effect on the frequency of face-to-face
meetings with other users met through these applications and an indirect, positive, effect
on users’ perceptions about living their neighborhood in an involved way via the
frequency of these meetings. Conversely, PNAs use to look for friendship and to extend
one’s social network showed no significant effect. Thus, no Wald’s test was run.
5</p>
    </sec>
    <sec id="sec-5">
      <title>Discussion</title>
      <p>The present study was aimed at shedding light on PNAs social and community-related
uses, specifically tackling their potentialities in fostering a more involving local
community experience through the opportunities they create for face-to-face meetings
among neighbors who did not know each other before. Indeed, returning to
community members manageable opportunities to create new local connections and
interactions represents a critical challenge in modern communities, whose traditional social
and aggregative functions have been weakened due to the gradual privatization of
Note. n = 302.</p>
      <p>Unstandardized coefficients (B) are shown; standard errors (SE) are in brackets.
*** p &lt; .001 (2-tailed).
Note. n = 302.</p>
      <p>Unstandardized coefficients (B) are shown; standard errors (SE) are in brackets.
*** p &lt; .001 (2-tailed).
BC 95%</p>
      <p>CI
[-0.06,
0.15]
[-0.10,
0.09]
[0.19,
0.51]
[-0.20,
0.09]
[0.04,
0.27]
Note. n = 302.</p>
      <p>
        Unstandardized coefficients (B) are shown; standard errors (SE) are in brackets.
*** p &lt; .001 (2-tailed); ** p &lt; .01 (2-tailed); * p &lt; .05 (2-tailed).
urban spaces and sociability [
        <xref ref-type="bibr" rid="ref12 ref13 ref14 ref17">12, 13, 14, 17</xref>
        ]. Consistently, a solely social use (i.e., for
friendship/network) and a social and specifically community-related one (i.e., for
location-based searching of people to meet) were considered, to test their association
with the frequency of face-to-face meetings with other users met through these
applications and with users’ perception about living their neighborhood in an involved way
via the frequency of these face-to-face meetings. The hypotheses were only partially
confirmed, since the community-related use showed both the expected positive
associations yet the solely social one showed none of them.
      </p>
      <p>
        These results provide some interesting hints about the needs underlying these two
similar yet different PNAs social uses. Indeed, building on the acknowledgment that
social media users actively select which social media to use and how based on their
unmet needs and on how the features and uses of each social media are considered
able to meet them [
        <xref ref-type="bibr" rid="ref28 ref29">28, 29</xref>
        ], PNAs social uses had been hypothesized as relying on
both social and aggregative unmet needs, traditionally satisfied by friendly and
neighborly relationships in local communities which are no longer exerting this role [
        <xref ref-type="bibr" rid="ref17 ref30">17,
30</xref>
        ]. However, what emerges from this study suggests a further specification of this
main idea: indeed, only the specifically community-related use associates with more
frequent face-to-face meetings with other users and with a stronger feeling of being
involved in one’s neighborhood, while the solely social one proved not to associate
with either of them. Consistently, it seems reasonable to rather tackle separately the
social and the aggregative needs underlying these two PNAs uses. Indeed, the
different patterns of relationships emerged suggest that these two uses bring about different
local outcomes and interactions, presumably in the attempt to satisfy the different
needs they rely on. Specifically, the positive association with face-to-face meetings
suggests that when users have a local focus and wish for more local acquaintances
and interactions they mean PNAs not as an “easier” way to relate with others through
taking advantage of online communications but rather as a complement to their
already existing yet unsatisfactory offline opportunities to meet new, not-yet-known,
people nearby [
        <xref ref-type="bibr" rid="ref17">17</xref>
        ]. Conversely, the lack of association of the solely social use could
suggest that it rather relies on a more specific yet abstract need to communicate with
new people and feel part of a wider social network, which can also be virtual.
      </p>
      <p>
        Moreover, the present results suggest that PNAs community-related use could
represent a modern reliable tool to enhance users’ active and involved experience of their
local community through fostering a higher frequency of face-to-face meetings with
other people in the same area. Indeed, when using PNAs with the specific aim to meet
new people nearby, users may be more inclined to set face-to-face encounters with the
users they come in contact with and this could in turn bring them to meet in local
common spaces. This could in turn increase their perception about being involved in
their neighborhood in terms of meeting other community members face-to-face in
common places, participating in shared activities, and feeling a part of the
neighborhood community at last [
        <xref ref-type="bibr" rid="ref16 ref24">16, 24</xref>
        ].
      </p>
      <p>
        What emerges seems consistent with the suggestions about the rise of a new kind
of local socialization process [
        <xref ref-type="bibr" rid="ref34 ref6">6, 34</xref>
        ] based upon the integration between interactions
and shared social spaces within local communities and online environments and
opportunities, which could become possible taking advantage of ubiquitous mobile
applications, like PNAs [
        <xref ref-type="bibr" rid="ref17">17</xref>
        ]. This new socialization process could break the boundaries
between online and offline spaces and dynamics, but also those between different
subgroups and subcultures within the same local community, which could be due to
mistrust, indifference, and lack of reciprocal acknowledgment [
        <xref ref-type="bibr" rid="ref12 ref13 ref14 ref15 ref16">12, 13, 14, 15, 16</xref>
        ].
      </p>
      <p>
        Altogether, since mobile social applications are always more frequent in daily
lives and relationships [
        <xref ref-type="bibr" rid="ref35">35</xref>
        ], deepening the social processes and dynamics rising from
their intersection with offline physical and social environments in terms of benefits
and risks for their users seems a critical issue. Specifically, the present results support
the insights about the potentialities that PNAs community-related use could have in
enhancing the relationships among nearby users and between users and their local
communities meant both as physical shared spaces and as social contexts [
        <xref ref-type="bibr" rid="ref1 ref10 ref11 ref17 ref8">1, 8, 10, 11,
17</xref>
        ]. Indeed, through fostering new opportunities for local encounters among
neighbors this specific PNAs use could enhance citizens’ reciprocal support and
acknowledgment, the perception about neighbors respecting each other, common spaces, and
shared norms, and the one about being involved in their neighborhood community,
which are all compounding elements fostering the adoption of a more responsible way
of living together and interacting within one’s local community [
        <xref ref-type="bibr" rid="ref13 ref36">13, 36</xref>
        ].
5.1
      </p>
      <sec id="sec-5-1">
        <title>Limitations and Future Directions</title>
        <p>This study is not free from limitations. First, the findings rely on self-reported data,
which can be distorted by memory bias and response fatigue. Moreover, the sampling
strategy allowed to reach a broad range of PNAs users yet may have led to a sort of
self-selection bias. However, even though the sample is not representative, it goes
beyond student samples providing validity to the results.</p>
        <p>Lastly, since the study has a cross-sectional design, the described relationships
should be considered carefully and cannot allow inferences on the direction of
causality.</p>
      </sec>
    </sec>
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