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  <journal-id journal-id-type="publisher-id">50</journal-id>
  <journal-id journal-id-type="short-title">grr</journal-id>
  <journal-id journal-id-type="doi">10.31703/grr</journal-id>
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    <journal-title>Global Regional Review</journal-title>
    <abbrev-journal-title abbrev-type="publisher">grr</abbrev-journal-title>
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  <issn publication-format="print">2616-955X</issn>
  <issn publication-format="electronic">2663-7030</issn>
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  <publisher>
    <publisher-name>Humanity Publications</publisher-name>
    <publisher-loc>Pakistan</publisher-loc>
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<article-meta>
  <article-id pub-id-type="publisher-id">391757</article-id>
  <article-id pub-id-type="doi">10.31703/grr.2021(VI-II).24</article-id>
  <article-id pub-id-type="other" specific-use="submission-id">2226</article-id>
  <article-version article-version-type="publisher">1.0</article-version>
  <article-categories>
    <subj-group subj-group-type="heading">
      <subject>article</subject>
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  <title-group>
    <article-title xml:lang="en">Instagram Usage and Watching What Others are Doing:A Case Study of Lahore City</article-title>
  </title-group>
<contrib-group>
  <contrib contrib-type="author" seq="1" corresp="yes">
    <name>
      <surname>Pasha</surname>
      <given-names>Saadia Anwar</given-names>
    </name>
    <role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
    <role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing – original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing – original draft</role>
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    <xref ref-type="corresp" rid="cor1"/>
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  <aff id="aff1">
    <label>1</label>
    <institution-wrap>
      <institution>Department of Mass Communication, Allama Iqbal Open University</institution>
    </institution-wrap>
    <named-content content-type="author-role">Assistant Professor</named-content>
    <addr-line>Islamabad</addr-line>
    <country>Pakistan</country>
  </aff>
</contrib-group>
<author-notes>
  <corresp id="cor1">Corresponding Author: Saadia Anwar Pasha, Assistant Professor, Department of Mass Communication, Allama Iqbal Open University, Islamabad, Pakistan</corresp>
<fn fn-type="COI-statement" id="fn-coi">
  <p>The authors declare that they have no conflicts of interest.</p>
</fn>
<fn fn-type="ethics-statement" id="fn-ethics">
  <p>This study did not require formal ethics approval.</p>
</fn>
<fn fn-type="data-availability-statement" id="fn-data">
  <p>Data sharing is not applicable to this article.</p>
</fn>
</author-notes>
<pub-date pub-type="epub" date-type="pub" publication-format="electronic">
  <day>30</day>
  <month>06</month>
  <year>2021</year>
</pub-date>
<pub-date pub-type="collection">
  <month>06</month>
  <year>2021</year>
</pub-date>
<pub-date date-type="pub" publication-format="print">
  <day>16</day>
  <month>02</month>
  <year>2022</year>
</pub-date>
  <volume>6</volume>
  <issue>2</issue>
  <season>Spring</season>
  <fpage>213</fpage>
  <lpage>225</lpage>
  <history>
    <date date-type="accepted">
      <day>16</day>
      <month>02</month>
      <year>2022</year>
    </date>
  </history>
<funding-group>
  <funding-statement>
<p>The authors received no specific funding for this work.</p>
  </funding-statement>
</funding-group>
<permissions>
  <copyright-year>2021</copyright-year>
  <copyright-holder>Humanity Publications</copyright-holder>
  <license license-type="open-access" xml:lang="en" xlink:href="https://creativecommons.org/licenses/by/4.0/">
    <license-p>This is an open access article distributed under the terms of the Creative Commons Attribution 4.0 International License.</license-p>
  </license>
</permissions>
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  <abstract>
    <p>Instagram usage and its effects on the self-perception of university students in Lahore were investigated. The effects of its use on the self-perception of university students have been found through quantitative research design using survey method. Multistage sampling was utilized for the selection of the sample. In the first stage, the sample was selected from three universities. In the second stage,departments were selected for each university. In the third stage, the sample was further selected from the education, mass communication,psychology, and computer science departments. The results showed that users visit Instagram more than a few times a day and look at the lives of others through their photos. After comparison, Instagram users become unhappy about their lifestyle and dissatisfied with their bodies. The users do not get relaxed rather frustrated. Users are interested in presenting themselves like celebrities; they use filters and crop their photos to present them beautifully. They also look for the products and procedures to look beautiful and lose weight.</p>
  </abstract>
<kwd-group kwd-group-type="author-keywords">
  <kwd>Social Media</kwd>
  <kwd>Satisfaction</kwd>
  <kwd>Self-Comparison</kwd>
  <kwd>Beauty Ideals</kwd>
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</front>
<body>
<sec id="sec-1">
  <title>Introduction</title>
<p>Social media users are increasing rapidly worldwide. The majority of users, 89%, visit their accounts at least once a day. Eighty million photos are shared on Instagram every day, with more than 300 million users (Apodaca, 2017).</p><p>Instagram has become the most visited social media platform after Facebook and Snapchat; it visited more than Twitter and YouTube (PEW Research Center, 2018). The potential of Instagram as social media platform was realized early, when Facebook bought Instagram in 2012 (BBC, April 10, 2012) for &quot;$1 billion&quot; (Luckerson, 2016).</p><p>The analysis of &apos;active use of internet-powered mobile services&apos; recorded 44.61 million users by the end of January 2019 (Farooq, 2019). According to the Global digital report, 21% of the total population of Pakistan uses mobile internet while active social media users are 18%. Instagram has become the second most used social media platform after Facebook, with 92% users according to Pakistan Social Media Stats (2018).</p><p>According to the digital report of &apos;We Are Social,&apos; there are 6.40 million users of Instagram in Pakistan currently, with a growth rate of 8.5% every month. Twitter, Snapchat, and LinkedIn have 1.83, 4.40, and 6.40 million users, respectively (We Are Social, 2020).</p>
</sec>
<sec id="sec-2">
  <title>Figure 1</title>
<p>Usages Trend data from PEW Research Center Surveys 2018</p><p><italic>Source: </italic><ext-link ext-link-type="uri" xlink:href="https://www.pewresearch.org/internet/2018/03/01/social-media-use-in-2018/">https://www.pewresearch.org/internet/2018/03/01/social-media-use-in-2018/</ext-link><ext-link ext-link-type="uri" xlink:href="https://www.pewresearch.org/internet/2018/03/01/social-media-use-in-2018/"></ext-link><italic><break/></italic></p><p><italic><p><break/></p></italic></p><p><italic>The widespread usage of social media is witnessed worldwide, and it has been found to bring changes in the lives</italic></p><p><italic>of individuals, and those changes are diverse in nature (Koç and Tatl?, 2017). </italic></p><p><italic>The term social media was defined first in 2011 by Oxford (Zaharia, Vlad, Cercel, Rebedea, &amp; Chiru, 2020), as websites used for social networking are collectively called social media. The most known, famous, and widely used social media are Facebook, Instagram, Tumblr, Twitter, LinkedIn, YouTube, My Space, WhatsApp, Skype, and Google Plus. </italic></p><p><italic>Students and young ones have been found it convenient to share information about their studies and school events through social media. </italic></p><p><italic>Another key benefit of using social media is that it provides a space to form new interpersonal relationships over the internet and is a source for making new connections (Abbas, Aman, Nurunnabi, &amp; Bano, 2019). </italic></p><p><italic><break/></italic></p><p><italic>Instagram: An Introduction</italic></p><p><italic>Instagram has emerged as a social networking site that has offered a place to share pictures and videos. This application was initially designed for IOS (operating system) only. Instagram became &quot;an era of mobile photography&quot; Manovich, 2016 as people started capturing precisely for Instagram. </italic></p>
</sec>
<sec id="sec-3">
  <title>Figure 2</title>
<p>Instagram Audience Overview Pakistan</p><p>Source: We Are Social, <ext-link ext-link-type="uri" xlink:href="https://datareportal.com/reports/digital-2019-pakistan">https://datareportal.com/reports/digital-2019-pakistan</ext-link></p><p>Instagram Usage in Pakistan</p><p>There are 6,349,000 active users of Instagram in Pakistan. The users make up 3.2% of the total population of Pakistan. The analysis also found that the users comprise people 18 to 24 years as the leading segment; 65.3% are male users, making 3,100,000 users that are 1,100,000 more than female users that make 34.7%. The users from the young population (18-24 years) are 45.7%. The second highest age group that takes advantage of Instagram in Pakistan is 25 to 34 years, making 34.6%; 13 to 17 years old and 35 to 44 years old make 7.7% of the active users of the current time.</p><p>The statistics of social media use in Pakistan support that Instagram is the second most used application with 6.40 million users currently with an increasing rate of 8.5% monthly (We are Social, 2019).</p>
</sec>
<sec id="sec-4">
  <title>Figure 3</title>
<p>Instagram Users in Pakistan by NapoleonCat</p><p>Source: <ext-link ext-link-type="uri" xlink:href="https://napoleoncat.com/stats/instagram-users-in-pakistan/2019/12">https://napoleoncat.com/stats/instagram-users-in-pakistan/2019/12</ext-link></p><p>Instagram Usage</p><p>The use of Instagram was increasing with time. The use of this application was increasing day by day. People appreciated the idea of using an app to post videos and photos, which became the reason for its popularity.</p><p>The initial analysis of the use of Instagram found that the young generation of the country uses this application more than any other age group (Smith &amp; Anderson, 2018). The count showed that 71% of youth use Instagram.</p><p><break/></p><p>Instagram among University Students</p><p>It is not only an observation that young people use social media more than any age group, but the research and studies worldwide have also supported the fact.</p><p>Instagram has been used by individuals and organizations as well. There were and are businesses using this application for marketing and promotion (Martikainen &amp; Pitkänen, 2019).</p><p><break/></p><p>Instagram for Social Interaction</p><p>Social media and the internet have played a significant role in decreased face-to-face interaction (Clark,</p><p>Algoe, &amp; Green, 2017), where communication and social interaction are incorporated by technology.</p><p><break/></p><p>Body Image and Ideals</p><p>Previous researches have found the significant trends of Instagram as #fitspiration and #thinspiration (Tiggemann &amp; Zacc1ardo, 2018). These two trends were introduced to inspire users and followers to look fit and thin. The models or the social media celebrities used to post their photos of thin and fit bodies to be the ideal. People want to be like them.</p><p><break/></p><p>Lifestyle on Instagram</p><p>Instagram is used to project a version of one&apos;s lifestyle by posting photos depicting their routine (Wallace &amp; Jun</p><p>2019). The lifestyle-related photos are also intended to create the image of an ideal lifestyle in people&apos;s minds and portray the life events to improvise a lifestyle for the followers.</p>
</sec>
<sec id="sec-5">
  <title>Literature Review</title>
<p><bold>Instagram
Use among University Students</bold></p> <p>The excessive use of Instagram has been a concern as</p> <p>it has the incline and risks of addiction for university students (<ext-link ext-link-type="uri" xlink:href="file:///D:/Fulltext/GRR/2021/Spring/24%20Instagram%20Usage%20and%20Watching%20What%20Others%20are%20Doing%20-%20Saadia%20Anwar%20Pasha.docx#Kuss">Kuss &amp; Griffiths, 2017</ext-link>).</p> <p>University students addicted to Instagram have their academic
performance, and life satisfaction gets affected due to this addiction. It
directly affects the students&apos; well-being (<ext-link ext-link-type="uri" xlink:href="file:///D:/Fulltext/GRR/2021/Spring/24%20Instagram%20Usage%20and%20Watching%20What%20Others%20are%20Doing%20-%20Saadia%20Anwar%20Pasha.docx#Satici">Satici, 2019</ext-link>).</p> <p>The use of Instagram among university students has raised to the level
of addiction where university users have an emotional involvement in using
Instagram. Isada and Isada (2019) found that addiction and emotional attachment
with Instagram correlate with the number of followers and followings on the
profile. The more followers and followings a user has, the more he or she is
addicted to and attached to Instagram (Isada &amp; Isada, 2019).</p> <p><ext-link ext-link-type="uri" xlink:href="file:///D:/Fulltext/GRR/2021/Spring/24%20Instagram%20Usage%20and%20Watching%20What%20Others%20are%20Doing%20-%20Saadia%20Anwar%20Pasha.docx#Ershad">Ershad and Aghajani (2017)</ext-link> studied Instagram addiction based on alexithymia, attachment styles,
and neuroticism. Alexithymia is also a risk factor as it is relevant to
interpersonal issues. People with disturbed emotions tend to be addicted to
Instagram because they have interpersonal issues, so they like to stay busy in
the virtual world and on Instagram (<ext-link ext-link-type="uri" xlink:href="file:///D:/Fulltext/GRR/2021/Spring/24%20Instagram%20Usage%20and%20Watching%20What%20Others%20are%20Doing%20-%20Saadia%20Anwar%20Pasha.docx#Ershad">Ershad &amp; Aghajani, 2017</ext-link>).</p> <p>K?rcaburun and Griffiths (2018) found that users find themselves away
from the real world and emotionally attached to their online relationships as
they leave more comments and likes on their posts (<ext-link ext-link-type="uri" xlink:href="file:///D:/Fulltext/GRR/2021/Spring/24%20Instagram%20Usage%20and%20Watching%20What%20Others%20are%20Doing%20-%20Saadia%20Anwar%20Pasha.docx#Kircaburun">K?rcaburun &amp; Griffiths,
2018</ext-link>).</p> <p>For minimizing the negative body image generated among the users of
Instagram, #fatspiration/#fatspo and #healthateverysize/ #haeshashtags came
into the trend for bringing overall well-being to the users (<ext-link ext-link-type="uri" xlink:href="file:///D:/Fulltext/GRR/2021/Spring/24%20Instagram%20Usage%20and%20Watching%20What%20Others%20are%20Doing%20-%20Saadia%20Anwar%20Pasha.docx#Webb">Webb, Vinoski, Bonar, Davies
&amp; Etzel, 2017).</ext-link></p>  <p><bold>Pseudo Self Presentation: Motives Behind</bold></p> <p>Different reasons for using Instagram differ
from culture to culture (Schaffer &amp; Debb, 2020). Instagram is the platform
that offers space to upload and post photos of yourself for self-expression <ext-link ext-link-type="uri" xlink:href="file:///D:/Fulltext/GRR/2021/Spring/24%20Instagram%20Usage%20and%20Watching%20What%20Others%20are%20Doing%20-%20Saadia%20Anwar%20Pasha.docx#Andalibi">(Andalibi, Ozturk, &amp;
Forte, 2017).</ext-link></p> <p><ext-link ext-link-type="uri" xlink:href="file:///D:/Fulltext/GRR/2021/Spring/24%20Instagram%20Usage%20and%20Watching%20What%20Others%20are%20Doing%20-%20Saadia%20Anwar%20Pasha.docx#Lee">Lee, Abu Bakar, Muhammad
Dahri, and Sin (2015)</ext-link> examined the use
of photo-sharing application Instagram use and found that the main reasons are
&quot;community support, self-representation, status-seeking, and
informativeness.&quot;</p> <p>The feelings about self are related to the likes and comments on one&apos;s
picture posted on Instagram (<ext-link ext-link-type="uri" xlink:href="file:///D:/Fulltext/GRR/2021/Spring/24%20Instagram%20Usage%20and%20Watching%20What%20Others%20are%20Doing%20-%20Saadia%20Anwar%20Pasha.docx#Bay">Bay, 2015</ext-link>).</p> <p><ext-link ext-link-type="uri" xlink:href="file:///D:/Fulltext/GRR/2021/Spring/24%20Instagram%20Usage%20and%20Watching%20What%20Others%20are%20Doing%20-%20Saadia%20Anwar%20Pasha.docx#Chang">Change and Jerry (2019)</ext-link> found that
Instagram users&apos; self-esteem and self-esteem are related to the comments about
their looks and likes on their pictures.</p>  <p><bold>Instagram Selfies
and Body Satisfaction</bold></p> <p>The users who are seriously addicted to Instagram have reported less
body satisfaction as they compare themselves with people on social media. As
they see more appearance-related content on social media, they are more involved
in social comparison and become less satisfied with their own selves and their
appearance (<ext-link ext-link-type="uri" xlink:href="file:///D:/Fulltext/GRR/2021/Spring/24%20Instagram%20Usage%20and%20Watching%20What%20Others%20are%20Doing%20-%20Saadia%20Anwar%20Pasha.docx#Lee">Lee,
2019</ext-link>).</p> <p>Instagram has this selfie posting trend that is self-objectification
with the presentation of perfect facial features. It affects the eating
patterns of the viewers to achieve those body features (<ext-link ext-link-type="uri" xlink:href="file:///D:/Fulltext/GRR/2021/Spring/24%20Instagram%20Usage%20and%20Watching%20What%20Others%20are%20Doing%20-%20Saadia%20Anwar%20Pasha.docx#Cohen">Cohen, Newton-John &amp;
Slater, 2017</ext-link>).</p> <p>Picture about the body on Instagram is directly related to body
dissatisfaction. The more a person is dissatisfied with the body, the more he
takes selfies to find a better self-picture (<ext-link ext-link-type="uri" xlink:href="file:///D:/Fulltext/GRR/2021/Spring/24%20Instagram%20Usage%20and%20Watching%20What%20Others%20are%20Doing%20-%20Saadia%20Anwar%20Pasha.docx#Wagner">Wagner, Aguirre, &amp;
Sumner, 2016</ext-link>).</p>  <p><bold>Social Comparison</bold></p> <p>Social comparison has affected the
individuals&apos; perceptions about self, and there are depression symptoms found after
social comparison. It leads to competition among the individuals who want to
have social control with their power or attractive appearance (<ext-link ext-link-type="uri" xlink:href="file:///D:/Fulltext/GRR/2021/Spring/24%20Instagram%20Usage%20and%20Watching%20What%20Others%20are%20Doing%20-%20Saadia%20Anwar%20Pasha.docx#Donnelly">Donnelly &amp; Kuss, 2016</ext-link>).</p> <p><bold>Uses and Gratification</bold><bold> Theory</bold></p> <p>Instagram usage is related to specific needs
and motives. &quot;Self-presentation&quot; and &quot;usage&quot; are correlated
with the number of followers on Instagram. Self-presentation and
self-expression are essential motives for Instagram use (<ext-link ext-link-type="uri" xlink:href="file:///D:/Fulltext/GRR/2021/Spring/24%20Instagram%20Usage%20and%20Watching%20What%20Others%20are%20Doing%20-%20Saadia%20Anwar%20Pasha.docx#Ting">Ting,
2014</ext-link>).</p> <p>Instagram addiction is positively associated
with the uses and gratification of Instagram (<ext-link ext-link-type="uri" xlink:href="file:///D:/Fulltext/GRR/2021/Spring/24%20Instagram%20Usage%20and%20Watching%20What%20Others%20are%20Doing%20-%20Saadia%20Anwar%20Pasha.docx#Ponnusamy">Ponnusamy,
Iranmanesh, Foroughi &amp; Hyun, 2020</ext-link>). Users with different inclines, interests,
and traits have different gratifications to be achieved through Instagram (<ext-link ext-link-type="uri" xlink:href="file:///D:/Fulltext/GRR/2021/Spring/24%20Instagram%20Usage%20and%20Watching%20What%20Others%20are%20Doing%20-%20Saadia%20Anwar%20Pasha.docx#Ryan">Ryan,
Chester, Reece, &amp; Xenos, 2014</ext-link>).</p> <p>Gratification is that outcome that users
expect from the use of social media. The use of the internet, social media and
specifically Instagram is hence a concern for the researchers to find the
relationship between addictive use and gratification of the users (<ext-link ext-link-type="uri" xlink:href="file:///D:/Fulltext/GRR/2021/Spring/24%20Instagram%20Usage%20and%20Watching%20What%20Others%20are%20Doing%20-%20Saadia%20Anwar%20Pasha.docx#Donnelly">Donnelly,
&amp; Kuss, 2016</ext-link>).</p> <p><break/></p><p><bold>Table 1.</bold>Research Gird</p> <table-wrap id="table1"><label>Table 1</label><caption><title>Table 1</title></caption><table><thead><tr><th> <p><bold>Objectives</bold></p> </th><th> <p><bold>Research Questions</bold></p> </th><th> <p><bold>Hypothesis</bold></p> </th></tr></thead><tbody><tr><td> <p>To find the usage of Instagram among
  university students</p> </td><td> <p>What is the usage pattern and motives of
  Instagram among university students?</p> </td><td>  </td></tr><tr><td> <p>To investigate the correlation between
  motives and self-presentation</p> </td><td> <p>To what extent are users interested in
  presenting themselves on Instagram?</p>  </td><td> <p>More User interest in self-promotion,
  greater pseudo-self-portrayal on Instagram</p> </td></tr><tr><td> <p>To explore user attitudes regarding beauty
  trends and celebrities</p> </td><td> <p>What is the perception of Instagram users
  about social media celebrities and beauty trends?</p> </td><td>  </td></tr><tr><td> <p>To explore university students perception of
  Instagram</p> </td><td> <p>What is the effect of Instagram on
  university students’ self-perception after comparing themselves with others?</p> </td><td rowspan="2"> <p>The use of Instagram decreases the level of
  satisfaction among university students regarding their self and lifestyle.</p> </td></tr><tr><td> <p>To find the level of satisfaction of
  Instagram users about self after comparing self with others.</p> </td><td> <p>What is the level of satisfaction of
  Instagram users about self after comparing self with others?</p> </td></tr><tr><td> <p>To find whether Instagram users are
  interested in taking any measure to look like social media celebrities.</p> </td><td> <p>Whether Instagram users interested in taking
  any measure to look like social media celebrities?</p> </td><td> <p>The use of Instagram develops students&apos;
  Interest in beauty and weight loss procedures and products.</p> </td></tr></tbody></table></table-wrap>
</sec>
<sec id="sec-6">
  <title>Methodology</title>
<p>The researcher has adopted a quantitative research design seeking the
usage pattern of Instagram and its effect on the self-perceptions of university
students. The selected users&apos; opinions about self-perceptions were gathered
through the survey. The population of this study consisted of all Instagram
users aged 18-29 years at universities. The sample has been withdrawn as
representative of the population. The sample represents 18-29 years university
students in Lahore who use Instagram comprising 320 respondents.</p> <p>The following themes have been studied under the significant
constructs of Social Interaction, Self-Promotion, and Well-being.</p> <p>·        
Instagram Usage (adopted by Fardouly, Willburger, and Vartanian, 2017)</p> <p>·        
Response to Beauty Ideals (adopted by Baker, Ferszt, and Breines, 2019)</p> <p>·        
Comparing Self with Others (adopted by Baker, Ferszt, and Breines, 2019)</p> <p>·        
Selfie Feedback Investment (adopted by Butkowski, Dixon, and Weeks,
2019)</p> <p>·        
Physical Appearance Pride (adopted by Webb, Vinoski, Bonar, Davies, and
Etzel, 2017)</p> <p>·        
Body Satisfaction (adopted by Slater, Varsani, and Diedrichs, 2017)</p> <p>·        
Body Appreciation (adopted by Slater, Varsani, and Diedrichs, 2017)</p> <p>·        
Eating and Weight Loss Related Content (adopted by Webb, Vinoski, Bonar,
Davies, and Etzel, 2017)</p> <p>·        
Lifestyle Photos</p> <p>·        
Pseudo Self Presentation</p> <p><break/></p>  <p><bold>Table 2.</bold> Conceptual and
Operational Definitions, Measuring Scale, and Indicators of Variables</p> <table-wrap id="table2"><label>Table 2</label><caption><title>Table 2</title></caption><table><thead><tr><th> <p><bold>S. No</bold></p> </th><th> <p><bold>Variable</bold></p> </th><th> <p><bold>Conceptual
   Definition</bold></p> </th><th> <p><bold>Operational
   Definition</bold></p> </th><th> <p><bold>Measuring
   scale </bold></p> </th><th> <p><bold>Indicators</bold></p> </th></tr></thead><tbody><tr><td> <p>1</p> </td><td> <p>Instagram usage</p> </td><td> <p>The use
  of Instagram</p> </td><td> <p>Measured
  in hours per day</p> </td><td> <p>Ordinal</p> </td><td> <p>Numbers
  of hours spend using Instagram</p> </td></tr><tr><td> <p>2</p> </td><td> <p>Frequency</p> </td><td> <p>The
  number of visits of Instagram</p> </td><td> <p>Measured
  in visits per day</p> </td><td> <p>Ordinal</p> </td><td> <p>Number
  of visits in a day</p> </td></tr><tr><td> <p>3</p> </td><td> <p>Motives</p> </td><td> <p>The
  goals or incentives sought</p> </td><td> <p>Gratification
  sought by the use of Instagram</p> </td><td> <p>Nominal</p> </td><td> <p>The reasons
  for using Instagram</p> </td></tr><tr><td> <p>4</p> </td><td> <p>Knowledge</p> </td><td> <p>Familiarity
  or information of something</p> </td><td> <p>The
  knowledge of beauty ideals</p> </td><td> <p>Nominal</p> </td><td> <p>Familiarity
  with beauty ideals</p> </td></tr><tr><td> <p>5</p> </td><td> <p>Response</p> </td><td> <p>Reaction
  to something</p> </td><td> <p>Response
  of the targeted users towards beauty ideals promoted on Instagram</p> </td><td> <p>5-point
  Likert scale</p> </td><td> <p>Attainable,
  appreciated, idealized or inspiration</p> </td></tr><tr><td> <p>6</p> </td><td> <p>Comparing appearance</p> </td><td> <p>Comparing
  self with the way someone looks</p> </td><td> <p>Comparing
  self with the appearance of others on Instagram</p> </td><td> <p>5-point
  Likert scale</p> </td><td> <p>Comparison
  of Skin tone, body shape, features, makeup and styling, dress, likes, and
  comments</p> <p>Feeling
  about self after comparison</p> </td></tr><tr><td> <p>7</p> </td><td> <p>Idealization of celebrities</p> </td><td> <p>Representing
  someone as perfect</p> </td><td> <p>Consideration
  of Instagram celebrities as ideals</p> </td><td> <p>5-point
  Likert scale</p> </td><td> <p>The
  response towards Instagram celebrities</p> </td></tr><tr><td> <p>8</p> </td><td> <p>Feedback on photos</p> </td><td> <p>Reaction
  or comments on photos</p> </td><td> <p>Response
  of peers on Instagram photos</p> </td><td> <p>5-point
  Likert scale</p> </td><td> <p>Like and
  comments</p> </td></tr><tr><td> <p>9</p> </td><td> <p>Body visibility and skin exposure</p> </td><td> <p>Photos
  showing body and skin showing ideally beautiful body</p> </td><td> <p>Physical
  appearance pride photos on Instagram</p> </td><td> <p>5-point
  Likert scale</p> </td><td> <p>Attainable,
  appreciated</p> </td></tr><tr><td> <p>10</p> </td><td> <p>Lifestyle Photos</p> </td><td> <p>Photography
  showing lifestyle</p> </td><td> <p>Photos
  about lifestyle on Instagram</p> </td><td> <p>5-point
  Likert scale</p> </td><td> <p>Response
  on photos of the home, places they visit, dresses, accessories they have</p> </td></tr><tr><td> <p>11</p> </td><td> <p>Use of editing apps and cropped photos</p> </td><td> <p>Using
  photo editing mobile applications for presenting photos beautiful</p> </td><td> <p>Photos
  on Instagram posted after editing</p> </td><td> <p>5-point
  Likert scale</p> </td><td> <p>Response
  on pseudo presentation of self</p> </td></tr><tr><td> <p>12</p> </td><td> <p>Body satisfaction</p> </td><td> <p>Satisfaction
  about overall self, appearance, and life</p> </td><td> <p>Satisfaction
  with features, weight, and appearance</p> </td><td> <p>5-point
  Likert scale</p> </td><td> <p>Satisfaction
  level</p> </td></tr><tr><td> <p>13</p> </td><td> <p>Eating and weight loss related content</p> </td><td>  </td><td> <p>Photos
  of the meal at a restaurant on Instagram</p> </td><td> <p>5-point
  Likert scale</p> </td><td> <p>Response
  on photos related to eating and weight loss</p> </td></tr></tbody></table></table-wrap>  <p><break/></p> <p>The response rate was 94.68%, as 303 out of 320 respondents filled and
submitted the questionnaire. The data collected was analyzed using SPSS-23 with
AMOS.</p>  <p><bold>Reliability of Tool</bold></p> <p>Cronbach&apos;s alpha is the statistical measure used to evaluate scale or
test items&apos; reliability or internal consistency.</p>  <p><bold>Data Analysis </bold></p> <p>Univariate or descriptive analysis of the data describes</p> <p>and summarizes each variable individually and presents the patterns in
the data. Univariate analysis is helpful to present the data in tabular and
graphical forms.</p>  <p><bold>Demographics</bold></p> <p>This section presents the demographics of the respondents. The study
explored five demographic variables. Table</p> <p>18 shows descriptions for
gender (M=1.52, SD=0.500), age (M=2.06, SD=1.052), institute (M=2.48, SD=1.094)
and department (M=2.46,</p> <p>SD=1.120).</p> <p>It is manifested that 146 (48.2%) study</p> <p>participants were female, and 157 (51.8%) were male, while the total
number of participants was 303.</p> <p><bold><italic><break/> </italic></bold></p>  <p><bold>Table 3. </bold>Demographics of
Participants</p> <table-wrap id="table3"><label>Table 3</label><caption><title>Table 3</title></caption><table><tbody><tr><td rowspan="2" valign="top">  </td><td valign="top">  </td><td colspan="3" valign="top"> <p><bold>Demographics</bold></p> </td></tr><tr><td> <p><bold>Frequency</bold></p> </td><td> <p><bold>Percent</bold></p> </td><td> <p><bold>Mean</bold></p> </td><td> <p><bold>Standard deviation</bold></p> </td></tr><tr><td> <p>Gender of
  the Users</p> </td><td>  </td><td>  </td><td> <p>1.52</p> </td><td> <p>.500</p> </td></tr><tr><td> <p>Male</p> </td><td> <p>157</p> </td><td> <p>51.8</p> </td><td>  </td><td>  </td></tr><tr><td> <p>Female</p> </td><td> <p>146</p> </td><td> <p>48.2</p> </td><td>  </td><td>  </td></tr><tr><td> <p>Age of the
  Users</p> </td><td>  </td><td>  </td><td> <p>2.06</p> </td><td> <p>1.052</p> </td></tr><tr><td> <p>18-20</p> </td><td> <p>109</p> </td><td> <p>36.0</p> </td><td>  </td><td>  </td></tr><tr><td> <p>21-23</p> </td><td> <p>118</p> </td><td> <p>38.9</p> </td><td>  </td><td>  </td></tr><tr><td> <p>24-26</p> </td><td> <p>26</p> </td><td> <p>8.6</p> </td><td>  </td><td>  </td></tr><tr><td> <p>27-29</p> </td><td> <p>50</p> </td><td> <p>16.5</p> </td><td>  </td><td>  </td></tr><tr><td> <p>Institute</p> </td><td>  </td><td>  </td><td> <p>2.48</p> </td><td> <p>1.094</p> </td></tr><tr><td> <p>Forman
  Christian College</p> </td><td> <p>74</p> </td><td> <p>24.4</p> </td><td>  </td><td>  </td></tr><tr><td> <p>Government
  College University</p> </td><td> <p>80</p> </td><td> <p>26.4</p> </td><td>  </td><td>  </td></tr><tr><td> <p>University
  of Central Punjab</p> </td><td> <p>80</p> </td><td> <p>26.4</p> </td><td>  </td><td>  </td></tr><tr><td> <p>University
  of Punjab</p> </td><td> <p>69</p> </td><td> <p>22.8</p> </td><td>  </td><td>  </td></tr><tr><td> <p>Department</p> </td><td>  </td><td>  </td><td> <p>2.46</p> </td><td> <p>1.120</p> </td></tr><tr><td> <p>Education</p> </td><td> <p>79</p> </td><td> <p>26.1</p> </td><td>  </td><td>  </td></tr><tr><td> <p>Mass Communication</p> </td><td> <p>80</p> </td><td> <p>26.4</p> </td><td>  </td><td>  </td></tr><tr><td> <p>Computer Science</p> </td><td> <p>71</p> </td><td> <p>23.4</p> </td><td>  </td><td>  </td></tr><tr><td> <p>Psychology</p> </td><td> <p>73</p> </td><td> <p>24.1</p> </td><td>  </td><td>  </td></tr></tbody></table></table-wrap>  <p><break/></p><p>The findings after analysis are that 79 (26.1%) participants studied
at the Department of Education, 80 (26.4%) studied at the Department of Mass
Communication, 71 (23.4%) studied at the Department of Computer Science, and 73
(24.1%) studied at the Department of Psychology.</p><p><bold>Social Interaction</bold></p><p><bold>Usage</bold></p><p>The findings show that the number of participants using Instagram less
than one hour per day was 25 (8.3%), 31 (10.2%) participants visit for 2 hours
per day, 54 (17.8%) use for 3 hours per day, 96 (31.7%) use for 4 hours per
day, and 97 (32%) spend more than 4 hours in a day, using Instagram. The
majority of the participants spend four or more 4 hours on Instagram.</p><p><bold>Response to Beauty Ideals</bold></p><p>The analysis shows that 32 (10.6%) of the participants mostly met
people who promote beauty ideals on Instagram, 112 (37%) participants
encountered the beauty ideals very often, 99 (32.7%) often, 31 (10.2%)
sometimes, and 29 (9.6%) rarely.</p><p><bold>Comparing Self with
Others</bold></p><p>The descriptive analysis of questions related to comparing self with
others has been discussed in detail. Table 21 shows the analysis of the
comparison of appearance with others, including body shape (M=2.42, SD=1.060),
skin tone (M=2.45, SD=1.044), features (M=3.56, SD=1.049), makeup and styling
(M=3.54, SD=1.161), dress (M=3.65, SD=1.084), and likes and comments (M=3.47,
SD=1.150) and Feeling after comparison including feel about life after
comparison (M=3.38, SD=1.236) and feeling about the body after comparison
(M=3.42, SD=1.255).</p><p><bold>Celebrity Worship</bold></p><p>Analysis of responses to the question of whether users believe
celebrities are just like them but are intrigued and want attention themselves
was rated with 5 (1.7%) totally disagreeing, 8 (5.9%) , 55 (18.25) were
natural, 55 (18.25) rated. 144 (47.5%) agreed, and 81 (26.7%) totally agreed.
Most participants agreed that celebrities are like ordinary people,
self-obsessed, and want attention.</p><p><bold>Selfie Feedback
Investment</bold></p><p>The descriptive analysis of the responses to selfie feedback investment
questions includes concern about getting likes and positive comments (M=3.71,
SD=1.077), appreciation of all kinds of comments (M=3.75, SD=0.972), and like
to be appreciated (M=3.79, SD=1.024).</p><p><bold>Self-Promotion</bold></p><p>The responses to self-promotion questions include an appreciation for
physical appearance pride photos (M=3.89, SD=0.910) and Interest in posting
physical appearance photos (M=3.55, SD=1.203), which have been presented under
this heading.</p><p><bold>Physical Appearance
Pride</bold></p><p>The responses are recorded towards physical appearance pride photos,
including an appreciation for physical appearance pride photos (M=3.89,
SD=0.910) and Interesting in posting physical appearance photos (M=3.55,
SD=1.203).</p><p><bold>Lifestyle Photos</bold></p><p>The descriptive analysis of the feeling after comparing lifestyle with
others on Instagram has been recorded under the heading lifestyle photos in
table 25. The questions include comparing home and feeling inadequate (M=3.65,
SD=1.071), comparing traveling practice and feeling inadequate (M=3.96,
SD=0.918), comparing styling, makeup skills, and accessories and feeling
inadequate (M=3.68, SD=1.010), and comparing photography accessories and
feeling inadequate (M=3.80, SD=1.009).</p><p><bold>Pseudo Self
Presentation</bold></p><p>The responses to the questions about pseudo-self-presentation,
including photos, are cropped and photoshopped (M=3.98, SD=0.919) and
manipulation of photos with filters (M=3.73, SD=1.074).</p><p><bold>Well-being</bold></p><p><bold>Body Appreciation</bold></p><p>Table 27 shows the descriptive analysis of the responses to body
appreciation questions including perception</p><p>about body after comparison; overall features (M=3.67, SD=0.971), hair
(M=3.71, SD=0.949), body shape (M=3.51, SD=1.051), height (M=3.77, SD=0.923),
skin tone (M=3.80, SD=0.961), weight (M=3.63, SD=0.987), and facial features (M=3.63,
SD=1.087).</p><p><bold>Body Satisfaction </bold></p><p>Results show the descriptive analysis of the responses on questions
about life satisfaction, including Interest in beauty products and procedures
(M=3.77, SD=0.999), prefer posting other stuff (M=3.63, SD=1.087). Society only
accepts those meeting beauty standards (M=3.85, SD=0.923), happy about self
after using Instagram (M=3.64, SD=1.080), 
motives of getting relaxed (M=3.51, SD=1.112); and body satisfaction,
including overall satisfaction with self (M=3.80, SD=0.974), thinking about
self not good as others (M=3.57, SD=1.042), and feeling low in self-esteem
(M=3.71, SD=1.077).</p><p><bold>Eating and Weight
Loss Related Content</bold></p><p>Results show the descriptive analysis of eating and weight
loss-related responses, including weight loss. Content on Instagram is
inspiring to stay healthy, thin, and fit (M=3.51, SD=1.088), weight loss
content on Instagram is frustrating (M=3.59, SD=1.117), gym photos are
inspiring to stay fit and get perfect shape (M=3.49, SD=1.115), thinking of
using beauty and weight loss products to look like Instagram (M=3.52,
SD=1.193), and considering weight while eating for not getting fat (M=3.65,
SD=1.155).</p><p><bold>Multiple Regression</bold></p><p>Multiple regression analysis has been used to predict the independent
variable(s) effects on the dependent variable. Multiple regression assumes that
data is typically distributed and a linear relationship between the dependent
and independent variables.</p><p>The
results of multiple regression show a positive correlation between social interaction
and comparing self with others (R<sup>2</sup>=0.32), and significance F change
is 0.008 (p&lt;0.05), and it was the positive indicator. The histogram shows
the data as normally distributed (M=7.13E-17, SD=0.997) with no skewness.
Normal P-Plot of regression shows the values near the best fit line.</p>
</sec>
<sec id="sec-7">
  <title>Figure 1</title>
<p>Histogram of comparing body shape with others</p>
</sec>
<sec id="sec-8">
  <title>Figure 2</title>
<p>Normal P-Plot of Regression Standardized Residual for Comparing Shape with Others</p>
</sec>
<sec id="sec-9">
  <title>KMO and Bartlett&apos;s Test</title>
<p>The Kaiser-Meyer-Olkin measure shows the proportion of variance in the
study&apos;s variables. Some factors can cause variance. KMO values close to 1.0 are
high values that indicate that helpful factor analysis for the data. KMO values
less than 0.50 are usually not valid. Bartlett&apos;s test of sphericity is used to
tell if the correlation matrix is an identity matrix. For Bartlett&apos;s test,
Small values (less than 0.05) of the significance level mean a factor analysis
is suitable with the data.</p> <p><bold><italic><break/> </italic></bold></p>  <p><bold>Table 3. </bold>KMO and
Bartlett&apos;s Test</p> <table-wrap id="table4"><label>Table 4</label><caption><title>Table 4</title></caption><table><tbody><tr><td colspan="2"> <p><bold>KMO and
  Bartlett&apos;s Test</bold></p> </td></tr><tr><td> <p>Kaiser-Meyer-Olkin
  Measure of Sampling Adequacy.</p> </td><td> <p>.930</p> </td></tr><tr><td> <p>Bartlett&apos;s Test
  of Sphericity Approx. Chi-Square</p> </td><td> <p>0.033E4</p> </td></tr><tr><td> <p>df</p> </td><td> <p>1128</p> </td></tr><tr><td> <p>Sig.</p> </td><td> <p>.000</p> </td></tr></tbody></table></table-wrap>  <p><break/></p> <p>Bartlett&apos;s sphericity test indicates a correlation between the
variables, and the Kaiser-Meyer-Olkin (KMO) measure a 0.93 indicated
satisfaction for the factor analysis. The test yielded a value of chi-square
0.0001063 at 1128 degrees of freedom with a p-value of 0.000, s correlation
matrix has significant matrix sig</p>  <p><bold>Hypothesis Testing</bold></p> <p>Hypothesis testing is the way to test the observed and</p> <p>developed assumptions. Null hypotheses have been tested, and a
separate model has been made for each testing each hypothesis. In the end, the
model has been tested and analyzed for being a good fit or not. The fifth and
the last hypothesis has been tested by comparing means in SPSS 23.</p> <p><bold>H1: </bold>Usage of Instagram decreases
the level of satisfaction among university students regarding their self and
lifestyle.</p> <p><bold><italic><break/> </italic></bold></p>  <p><bold>Table 4. </bold>Regression
Estimates for Hypothesis-1</p> <table-wrap id="table5"><label>Table 5</label><caption><title>Table 5</title></caption><table><thead><tr><th rowspan="2">  </th><th colspan="4" valign="top"> <p><bold>The use of
   Instagram decreases the level of satisfaction among university students
   regarding their self and lifestyle.</bold></p> </th></tr><tr><th> <p><bold>Estimate</bold></p> </th><th> <p><bold>S.E.</bold></p> </th><th> <p><bold>C.R.</bold></p> </th><th> <p><bold>P</bold></p> </th></tr></thead><tbody><tr><td> <p>Satisfaction &lt;… Use of Instagram</p> </td><td> <p>-0.202</p> </td><td> <p>0.086</p> </td><td> <p>-2.353</p> </td><td> <p>0.019</p> </td></tr><tr><td> <p>Standardized Regression</p> <p>Satisfaction &lt;… Use of Instagram</p> </td><td> <p>-0.134</p> </td><td>  </td><td>  </td><td>  </td></tr></tbody></table></table-wrap>  <p><break/></p> <p>Estimation of regression weights shows a positive relationship between
Instagram use and decreased self and lifestyle satisfaction. It states that the
model fits the data well. The finding supports the hypothesis of the p-value
0.01 (p?0.05).</p> <p><bold>H2: </bold>The use of Instagram develops students&apos; Interest in beauty and weight
loss procedures and products.</p> <p>In addition, it indicated that the regression
estimate (CFI=1.000, SRMR=0.10, RMSEA=0.045) for using Instagram as the
independent variable and the Interest in using beauty and weight is Loss
Products as the dependent variable, while the standardized estimate is -0.147.</p> <p><bold><italic><break/> </italic></bold></p><p><bold>Table 5. </bold>Regression
Estimates for Hypothesis-4</p> <table-wrap id="table6"><label>Table 6</label><caption><title>Table 6</title></caption><table><tbody><tr><td rowspan="2">  </td><td colspan="4" valign="top"> <p><bold>The use of Instagram develops students&apos;
  Interest in beauty and weight loss procedures and products.</bold></p> </td></tr><tr><td> <p><bold>Estimate</bold></p> </td><td> <p><bold>S.E.</bold></p> </td><td> <p><bold>C.R.</bold></p> </td><td> <p><bold>P</bold></p> </td></tr><tr><td> <p>Interest in the use of beauty and weight loss products &lt;… Use of
  Instagram</p> </td><td> <p>-2.10</p> </td><td> <p>0.081</p> </td><td> <p>-2.585</p> </td><td> <p>0.010</p> </td></tr><tr><td> <p>Standardized Regression</p> <p>Interest in the use of beauty and weight loss products &lt;… Use of
  Instagram</p> </td><td> <p>-0.147</p> </td><td>  </td><td>  </td><td>  </td></tr></tbody></table></table-wrap> <p><bold>Table 6. </bold>Regression
Estimates of Effect of Instagram Usage on Satisfaction after Comparison</p> <table-wrap id="table7"><label>Table 7</label><caption><title>Table 7</title></caption><table><tbody><tr><td rowspan="2">  </td><td colspan="6" valign="top"> <p><bold>The Effect of Instagram Usage on Satisfaction after Comparison</bold></p> </td></tr><tr><td valign="top">  </td><td valign="top">  </td><td> <p><bold>Estimate</bold></p> </td><td> <p><bold>S.E.</bold></p> </td><td> <p><bold>C.R.</bold></p> </td><td> <p><bold>P</bold></p> </td></tr><tr><td> <p>Comparing
  body shape</p> </td><td> <p>&lt;---</p> </td><td> <p>Use</p> </td><td> <p>.074</p> </td><td> <p>.049</p> </td><td> <p>1.510</p> </td><td> <p>.031</p> </td></tr><tr><td> <p>Comparing
  features</p> </td><td> <p>&lt;---</p> </td><td> <p>Use</p> </td><td> <p>-.011</p> </td><td> <p>.048</p> </td><td> <p>-.217</p> </td><td> <p>.028</p> </td></tr><tr><td> <p>Comparing
  feedback</p> </td><td> <p>&lt;---</p> </td><td> <p>Use</p> </td><td> <p>.008</p> </td><td> <p>.053</p> </td><td> <p>.142</p> </td><td> <p>.007</p> </td></tr><tr><td> <p>Comparing
  Lifestyle</p> </td><td> <p>&lt;---</p> </td><td> <p>Use</p> </td><td> <p>.147</p> </td><td> <p>.049</p> </td><td> <p>3.028</p> </td><td> <p>.002</p> </td></tr><tr><td> <p>Comparing
  Styling</p> </td><td> <p>&lt;---</p> </td><td> <p>Use</p> </td><td> <p>.071</p> </td><td> <p>.042</p> </td><td> <p>1.685</p> </td><td> <p>.092</p> </td></tr><tr><td> <p>Comparing
  Accessories</p> </td><td> <p>&lt;---</p> </td><td> <p>Visits</p> </td><td> <p>-.157</p> </td><td> <p>.073</p> </td><td> <p>-2.162</p> </td><td> <p>.031</p> </td></tr><tr><td> <p>Comparing
  Body Shape</p> </td><td> <p>&lt;---</p> </td><td> <p>Visits</p> </td><td> <p>-.087</p> </td><td> <p>.079</p> </td><td> <p>-1.096</p> </td><td> <p>.027</p> </td></tr><tr><td> <p>Comparing
  Features</p> </td><td> <p>&lt;---</p> </td><td> <p>Visits</p> </td><td> <p>-.104</p> </td><td> <p>.072</p> </td><td> <p>-1.438</p> </td><td> <p>.050</p> </td></tr><tr><td> <p>Comparing
  Skin Tone</p> </td><td> <p>&lt;---</p> </td><td> <p>Visits</p> </td><td> <p>-.190</p> </td><td> <p>.073</p> </td><td> <p>-2.590</p> </td><td> <p>.010</p> </td></tr><tr><td> <p>Happy
  about Self</p> </td><td> <p>&lt;---</p> </td><td> <p>Comparing
  body shape</p> </td><td> <p>-.231</p> </td><td> <p>.055</p> </td><td> <p>-4.188</p> </td><td> <p>***</p> </td></tr><tr><td> <p>Happy
  about self</p> </td><td> <p>&lt;---</p> </td><td> <p>Comparing
  features</p> </td><td> <p>.051</p> </td><td> <p>.056</p> </td><td> <p>.901</p> </td><td> <p>.068</p> </td></tr><tr><td> <p>Happy
  about self</p> </td><td> <p>&lt;---</p> </td><td> <p>Comparing
  feedback</p> </td><td> <p>.229</p> </td><td> <p>.051</p> </td><td> <p>4.441</p> </td><td> <p>***</p> </td></tr><tr><td> <p>Satisfaction</p> </td><td> <p>&lt;---</p> </td><td> <p>Comparing
  lifestyle</p> </td><td> <p>.231</p> </td><td> <p>.055</p> </td><td> <p>4.180</p> </td><td> <p>***</p> </td></tr><tr><td> <p>Happy
  about self</p> </td><td> <p>&lt;---</p> </td><td> <p>Comparing
  lifestyle</p> </td><td> <p>-.170</p> </td><td> <p>.064</p> </td><td> <p>-2.639</p> </td><td> <p>.008</p> </td></tr></tbody></table></table-wrap>
</sec>
<sec id="sec-10">
  <title>Conclusion</title>
<p>The study concluded that people are not satisfied with their appearance after comparing themselves to others on Instagram. People watch more appearance-related pictures and compare themselves with them. It creates dissatisfaction with their own selves about their appearance. It was found that there is no difference between the effects of Instagram on the self-perception of male and female students. The photos on Instagram affect both male and female users equally. The study also refuted the assumption of the uses and gratification theory and found that users are unhappy and dissatisfied with themselves after using Instagram. Their motive for getting relaxed was not fulfilled. The more young people got involved, the more discomfort and disappointment levels increased among them. They become more dissatisfied rather than being gratified.</p>
</sec>
</body>
<back>
<fn-group content-type="conflict-of-interest">
  <title>Conflict of Interest</title>
  <fn fn-type="conflict">
<p>The authors declare that they have no conflicts of interest.</p>
  </fn>
</fn-group>
<fn-group content-type="ethics-statement">
  <title>Ethics Statement</title>
  <fn fn-type="ethics">
<p>This study did not require formal ethics approval.</p>
  </fn>
</fn-group>
<fn-group content-type="data-availability">
  <title>Data Availability</title>
  <fn fn-type="data-availability-statement">
<p>Data sharing is not applicable to this article.</p>
  </fn>
</fn-group>
<app-group>
  <app id="app-suppl">
    <title>Supplementary Materials</title>
<supplementary-material id="suppl-pdf" content-type="pdf" xlink:href="https://grrjournal.com/pdf/grr/8BZcMIJpFy.pdf">
  <label>PDF</label>
  <caption>
    <title>Full Text PDF</title>
  </caption>
</supplementary-material>
  </app>
</app-group>
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