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Internet Usage and Adolescents' Happiness

   | 25 lut 2022

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Introduction

The internet has become pervasive among today's youth. It broadens access to information, enables new modes of contact, and acts as a platform for a plethora of online services in varied fields. It has evolved into a vital instrument for communication and social interaction during adolescence, a stage of life marked by increased social sensitivity (Blakemore and Mills 2014). More precisely, during adolescence, boys and girls undergo a series of biological, social, emotional, and cognitive changes that influence their behaviour (Hawkridge 2018), drawing them closer to technology in order to meet their emerging needs (Borca et al. 2015).

Furthermore, adolescents are among the earliest and most ardent consumers of internet technology (Taylor and Silver 2019). Besides providing youngsters with great intellectual skills, the internet also shapes their perceptions of their identity, relationships, and growth (Turkle 2011), which is critical for their psychosocial development. When it comes to the internet, adolescent users are the most vulnerable since they lack self-control, self-regulation, and cognition (Hoareau, Bagès, and Guerrien 2021). Their time spent on the internet has expanded significantly, especially for gaming, social networking, messaging, entertainment, education, and above all for addressing psychological needs (More 2012). This has reduced the time for face-to-face interaction. Online socialising doesn't genuinely fulfil an adolescent's social requirements, which can lead to negative effects if they spend too much time online (Shapka 2019). Emerging research links excessive online time to negative health outcomes for adolescents (Santesteban-Echarri et al. 2018), which include insufficient sleep (Li et al. 2017), psychological distress (B. N. Kim, Park, and Park 2017), loneliness (J. Kim, Larose, and Peng 2009), and suicidal ideation (Kwon, Kim, and So 2020; Padmanathan et al. 2018). As a result, the quality of life of these adolescents also declines (Shen and Williams 2011).

Thus, the mode of social connection switched from 'offline engagement' to 'online interaction', disrupting genuine social relationships and promoting fake virtual ones, which has had a negative impact on many aspects of adolescents' lives, including their happiness (Lee et al. 2014).

Adolescents' happiness is influenced by a variety of personal factors such as fun time, satisfaction of needs, level of religiosity, and social factors such as spending time with friends and family, supporting others in times of need, and sharing important moments with loved ones (Kaur and Chauhan 2021a). The factors of internet usage determining the happiness of adolescents is a subject explored less, particularly in developing countries, despite the fact that adolescents are the primary users of technology.

In this context, exploring the factors of Internet usage and the relationship between these factors and determining the impact of these factors on adolescents' happiness are the objectives of this research. This study aims to answer the following research question: ‘What aspects of internet usage affect the happiness of adolescents?’ So the present review will provide an overview of Internet usage and happiness. The review also tries to reveal the critical research gaps that must be filled by future scholars.

Methods and Search Criteria

The review adhered to Arksey and O’Malley's (2005) guidelines for scoping reviews. Owing to the intricacy of the subject of happiness, scoping research was conducted (Mays, Roberts, and Popay 2001). From 1 January 2001 to 30 September 2021, the search terms 'Internet', 'computer', 'digital technology', 'adolescent', 'youth', 'teen', 'young people', 'happiness', 'well-being', 'wellbeing', and 'subjective well-being' were used in PubMed, Psych INFO, and Google Scholar. These keywords and Boolean operators were used to restrict the search results. The full-text examination papers were referenced in the manual searches, which resulted in the discovery of further publications. The review was limited to English-language records. Ultimately, 46 papers were included in the review of literature for consideration (Table 1). The selection diagram is depicted in Figure 1.

Summary of studies discussed in the Review of Literature

Reference Methodology Country/sample age range Main Findings
Anderson, M., and Jiang, J. (2018). n = 743, Pew research center survey, quantitative US/13–17 years) The internet is mostly used for communication via social media, which aids in the establishment of friendships and provides emotional support.
Barker, V. (2009). n = 734, quantitative California/minimum 18 years Participants with high self-esteem use the internet for communicative purposes, whereas those with low self-esteem utilise it for social compensation and identity construction. There are gender variations in how males and females use the internet, with females utilising it for interaction and recreation and males using it for social identity construction and recompense.
Brikjær, Michael and Kaats, Micah (2019)s n = 1,160 + 77,600, Mixed Study, qualitative and quantitative Five Nordic countries (Denmark, Finland, Iceland, Norway, and Sweden). /14–29 years Excessive usage of social media has been shown to be detrimental to young people's well-being.
C. Longobardi, M. Settanni, M. A. Fabris, D. Marengo (2020) n = 345, quantitative Italy/11–16 years Social media (Instagram) has a negative effect on adolescents’ psychological well-being.
Christian Schemer, Philipp K Masur, Stefan Geiß, Philipp Müller, Svenja Schäfer (2021) n = 4,338, Longitudinal study, quantitative Germany/16–18 years The frequency with which people utilise the internet in general and social networking sites in particular is not significantly associated to subjective well-being.
Crowe, N., and Bradford, S. (2006). three-year field study, data collected from Forums and News group postings, Semi-structured interviews, quantitative UK/13–18 years The use of the internet for gaming and entertaining by children and adolescents is important for self-expression and identity formation.
Cummings, J. N., Butler, B., and Kraut, R. (2002). n = 1,066 email based listservs, survey, quantitative Pennsylvania/college students The purpose of utilising the internet is to facilitate interpersonal communication through the exchange of email, chat sessions via instant messaging services, and visits to chat rooms. Among all of them, interpersonal communication is the most important application of the internet for enhancing well-being.
Dr. Fatih Bayraktar and Zübeyit Gün (2007) n = 686, quantitative North Cyprus/12–17 years Adolescents used the internet for entertainment and communication purposes in general. Additionally, excessive time spent on the internet is positively associated with compulsive internet use, which is further correlated with depression.
E Bozzola · 2019 Systemetic Literature Review adolescents Excessive time spent on the Internet has a negative effect on psychological well-being.
Gross et al. (2002) n = 130, quantitative California/11–13 years There is a positive correlation between adolescents’ use of the internet for social connections with peers and their happiness. Online time was not found to be connected with daily well-being.
Gross, E. F. (2004). n = 261, Daily Reports, quantitative and qualitative California/13–16 years There is no correlation between time spent online and well-being
Hugues Sampasa-Kanyinga and Rosamund F. Lewis. (2015) n = 753, Survey, quantitative Canada/12–18 years Over two hours of daily usage of social networking sites is independently connected with poor mental health, significant levels of psychological distress, and suicidal thinking. As a result, adolescents with poor mental health are greater internet users. Thus, time spent on the internet is associated with poor mental health.
Jackson, L. A., Von Eye, A., Barbatsis, G., Biocca, F., Fitzgerald, H. E., & Zhao, Y. (2004) n = 117, Survey, quantitative US/average age 38.6 years Internet use has no effect on the psychological well-being or social connectedness, regardless of the time of using internet.
Jean M. Twenge (2019) n ≥ 1,000, review of Longitudinal and experimental studies UK and US/adolescents Digital media use has a negative correlation with psychological well-being. Additionally, non-users of digital media have a poorer level of well-being than light users.
Kilic, A. F., and Güzeller, C. (2017). n = 3,170, quantitative Turkey/14–17 years There are considerable gender disparities in the reasons for using the internet among adolescents in various grades. Duration of using Internet influence purpose of using internet.
Kim, C. (2017) n = 178, online survey, quantitative analyis Sothern California Social media is the most effective method of communication outside of class and is consequently employed as an educational tool.
Kraut, R., and Burke, M. (2015) Review US The use of the internet to communicate with close friends and family members has been shown to improve psychological well-being. through reductions in despair, isolation, and anxiety, as well as improvements in subjective well-being, although chatting with strangers has been shown to be detrimental to well-being.
Liu, D., Baumeister, R. F., Yang, C. C., and Hu, B. (2019) n = 1,935, Meta-analysis California/15–25 years

Online gaming has a damaging effect on one's well-being.

Using the Internet for social connection, self-presentation, and amusement has been shown to be associated with increased happiness and well-being.

Lung F-W, Shu B-C, Chiang T-L, Lin S-J (2020) n = 1,457, cohort study, quantitative analysis Taiwan There is a negative correlation between time spent on the internet and adolescent happiness. Those who spend more than five hours online during the holidays were at an increased risk of self-harm and are unhappy.
Mathers et al. (2009) n = 925, cross sectional study, quantitative analysis Australia/13–19 years Adolescents’ time spent on the internet, particularly playing games, is inversely associated with their happiness and well-being.
McDool, E., Powell, P., Roberts, J., and Taylor, K. (2020) n = 6,310, Longitudinal Study, quantitative England/10–15 years Internet use is connected with decreased well-being across a variety of sectors. Spending a significant amount of time online (five hours or more) had a significant negative correlation with all areas of wellbeing except friendship.
Mesch (2001) n = 927, Face-to-face survey, quantitative Israel/13–18 years Adolescents who are socially isolated spend more time online, and internet use does not supplant other social activities.
Nie, N. H., Hillygus, D. S., and Erbring, L. (2008). n = 6,000, Survey, quantitative analysis US/18–64 years Time spent online has an adverse effect on social relationships, and the time of day spent online dictates the sort of relationship that is impacted.
Otsuka Y, Kaneita Y, Itani O, Jike M, Osaki Y, Higuchi S, Kanda H, Kinjo A, Kuwabara Y, Yoshimoto H. (2020) n = 64,417, Survey, quantitative analysis Japan/12–19 years Unhappiness was substantially connected with maleness and bad lifestyle practises such as skipping breakfast, having poor sleep quality, and indulging in some problematic internet use. Unhappiness appears to be significantly related to how Japanese adolescents spend their daily lives.
Park, H. (2015) n = 72,435, Survey, quantitative Analysis Korea Internet use for non-academic activities between 0 and 1 hour per day has a beneficial influence on adolescents’ happiness. Adolescents who do not utilise the internet for non-academic purposes are dissatisfied.
Park, So-Youn, and Yang, So-Nam. (2015) n = 72,060, online survey data, quantitative analysis North Korea/13–16 years Lower level of subjective pleasure and a lack of social support are associated with increased internet time.
Rains, S. A., and Young, V. (2009) n = 4,081, meta-analysis Non-students Participants who took part in a computer-mediated support group were more likely to have better social support, less despair, and greater happiness.
Ranieri, J., Guerra, F., Martelli, A. et al. (2021) n = 113, quantitative analysis Italy/18–25 years More than six hours per day of internet use isn’t necessarily linked to mental health issues, and internet use doesn’t adversely affect well-being.
Richard H. Hall (2016) n = 28, quantitative analysis US/18–19 Years Internet use has a negative correlation with happiness. Using the internet to seek knowledge has a good correlation with happiness. The amount of time spent on the internet for emotive expression has no correlation with happiness.
Richard H. Hall (2017) n = 34, Longitudinal study, Mixed study (quantitative and qualitative) US/18–19 years Spending more time on the internet playing online games is associated with unhappiness, whereas spending more time examining facts and accumulating information and spending less time on the internet is associated with happiness.
Richard H. Hall (2018) n = 34, quantitative analysis US/18–19 years Those who spend less time on the internet and refrain from expressing negative feelings on the internet are happier. Those who spend time on the internet researching facts and information are also happy.
Richard H. Hall (2019) Literature review Varied populations According to recent studies, the internet is positively associated with happiness, and the major objective of internet usage is social connection. This link is mediated and moderated by a number of factors.
Shen, C., and Williams, D. (2011) n = 5,000, survey data from Everquest II, quantitative analysis US/Average age = 31.6 years Various activities revealed both time displacement and social enhancement effects. The effects of internet and MMO use were highly reliant on the users’ goals, situations, and personal traits. 1. More internet time predicts more loneliness. 2. Meeting strangers online was linked to higher loneliness. Communication with family and friends, both near and far, had a mixed or no effect on psychological well-being. Notably, persons who utilise the internet to obtain knowledge felt less lonely.
Subrahmanyam K, Lin G. (2007) n = 156, quantitative analysis Los Angeles/15–18.4 years In terms of internet use and well-being, the findings indicate that there is no correlation between the total amount of time spent online and time spent on email and well-being. Additionally, time spent is unrelated to perceived parental and close friend support.
Techatassanasoontorn, A. A., and Thaiprasert, N. (2013) n = 100, Literature review Thailand/18–22 years Life satisfaction and well-being of young adults are influenced by positive feelings derived from internet activity.
Thierry Pénard, Nicolas Poussing, Raphaël Suire (2013) n = 1,332, Luxemburgish data, European Value survey, quantitative analysis Europe/18–89 years Internet users report higher levels of happiness than non-users. For adolescents, the association between internet use and happiness is stronger.
Tsai, M. J., and Tsai, C. C. (2010) n = 936, cluster sampling, quantitative analysis Taiwan/average age = 14.59 years The aim and intensity of internet use were found to be significantly different between boys and girls. Boys prefer to use the Internet to gather information, whilst girls prefer to use it for socialising. Additionally, boys used the internet at a considerably higher rate than girls.
Twenge, J. M., Martin, G. N., and Campbell, W. K. (2018) n = 1.1 million, cross sectional study, quantitative US/13–18 years Electronic communication and screens (eg, social media, the internet, texting, and gaming) have a negative impact on adolescents’ self-esteem, life satisfaction, and happiness as compared to non-screen activities such as in-person social engagement and sports/exercise.
Twenge, J. M., Martin, G. N., and Spitzberg, B. H. (2018) n = 1,021,209, Survey, quantitative US/13–18 Years On average, adolescents spend 4–6 hours each day using digital media, which includes the internet, texting, and social media.
Valenzuela, S., Park, N., and Kee, K. F. (2009) n = 2603, Random web survey, quantitative US There is a positive correlation between the intensity of Facebook use and students’ levels of happiness, social trust, civic engagement, and political participation.
Valkenburg, P. M., and Peter, J. (2007). n = 800, Survey, quantitative, Dutch/10–17 Years Time spent online chatting with friends has been shown to correlate positively with happiness and well-being. Instant messaging positively moderates the relationship between internet usage and well-being of adolescents.
Valkenburg, P. M., and Peter, J. (2009). literature review adolescents The use of the internet has a favourable correlation with social connectivity and well-being.
Van den Eijnden, R. J. J. M., Meerkerk, G. J., Vermulst, A. A., Spijkerman, R., and Engels, R. C. M. E. (2008). n = 663, Cross-sectional and longitudinal study, quantitative Netherland/12–15 Years Depression and net addiction are correlated positively with internet use, but loneliness is adversely correlated with it. The most common use of the internet is instant messaging, followed by entertainment and informational purposes. Addiction and communication go hand in hand
Vilhelmson, B., Thulin, E., and Elldér, E. (2017) n = 7,366, Survey, cross-sectional data, quantitative analysis Sweden/15–84 Years There is a strong correlation between the amount of time spent using ICTs and one's leisure time. Excessive Internet use has a negative impact on outdoor and athletic activities, but does not affect time spent with friends and family.
Wang L, Tao T, Fan C, Gao W (2015) n = 1,727, quantitative analysis China/12–25 Years Online happiness is not correlated with real-world contentment.
Yang-Sook Yoo, PhD, RN, Ok-Hee Cho, PhD, RN, Kyeong-Sook Cha, PhD, RN (2013) n = 74,980, Survey, quantitative analysis Korea/12–19 Years Utilising the internet for more than four hours per day results in suicidal ideation, attempted suicide, a melancholy mood, significant subjective stress, and a lack of or inability to experience happiness.

Figure 1

Flow chart showing selection of studies.

Internet Usage and Happiness: A Literature Review

The internet's rapid spread into key realms of our society over the last several years has aroused interest and concern about how different populations utilise it. While extensive research on internet use has been undertaken, very few studies have evaluated the factors of internet usage in relation to adolescents' happiness. This study was undertaken as happiness fluctuates greatly during adolescence and is most likely to be influenced by external factors (Harter 2012) such as internet use, which is most prevalent during this period of time.

Time spent on the internet includes both regulated hours used for academic purposes, such as educational and informative purposes, and unregulated hours used for non-academic purposes such as entertainment and communication during leisure time (Bayraktar and Gün 2007). Twenge, Martin, and Campbell (2018) have opined that unregulated use of the internet is connected with unhappiness, whereas its regulated use is associated with happiness and well-being. Likewise, adolescents' favourite time for using the internet is during their leisure hours (Twenge, Martin, and Spitzberg 2018), the prolific use of which is considered to be the most important factor for the happiness of adolescents (Kaur and Chauhan 2021b). This involvement is responsible for reducing the time available for sports and recreation (Vilhelmson, Thulin, and Elldér 2017). Adolescents who spend more than five hours on the internet during holidays are at an increased risk of self-harm (Lung et al. 2020), especially if gaming is the purpose of its usage (Mathers et al. 2009), thus preventing the person experiencing happiness (Yoo, Cho, and Cha 2014). Furthermore, adolescents may participate in aggressive online deeds, meetings, or talks with nefarious individuals without proper safeguards (Hoareau, Bagès, and Guerrien 2021). It indicates that unregulated internet usage for communication and entertainment outweighs controlled or regulated internet usage for information or knowledge among the youth, which is responsible for lowering their well-being (Bozzola et al. 2019). Suicidal thoughts in teens are also linked to excessive internet use (Kwon, Kim, and So 2020). Park (2015) asserted that using the internet for less than an hour per day for non-academic purposes had a favourable effect on teenagers' happiness. On the contrary, not using the internet at all is associated with unhappiness (Pénard et al., 2013; Twenge, 2019). The American Academy of Pediatrics recommends less than two hours a day of internet usage by adolescents (Chassiakos et al. 2016).

One side of the argument claims that everyday usage of the internet for communication purposes makes social ties stronger, thereby reducing the depression, anxiety, and loneliness of the user (Rains and Young 2009) and enhancing their happiness (Gross, Juvonen, and Gable 2002). Furthermore, studies also suggest that internet users are frequently more sociable, both online and offline, than non-users (Shen and Williams 2011). On the other hand, adolescents who lacked social support spent more time online. (S.-Y. Park and Yang 2015). Thus, excessive use of internet does not affect time spent socialising with family and friends or volunteering (Vilhelmson, Thulin, and Elldér 2017). Internet use also encourages teenagers to express themselves and boosts their self-esteem by allowing them to create intimacy with the person with whom they connect, resulting in happiness. (Valkenburg and Peter 2009). Likewise, using online games for entertainment stimulate young people's imaginations by allowing gamers to benefit from opportunities that they may not have in the real world (Crowe and Bradford 2006). But the opposing side of the argument maintains that the excessive usage of the internet increases the chance of coming in contact with inappropriate content, which is a big challenge for teens' happiness and well-being (McDool et al. 2020). Nie et al. (2008) observed that the internet replaces face-to-face engagement with family and friends, which is detrimental to the well-being of adolescents (Longobardi et al., 2020; Michael and Micah, 2019; Sampasa-Kanyinga and Lewis, 2015). Similarly, the lack of real-life emotional contact may push some adolescents who are more likely to be depressed, unhappy, and socially isolated towards internet addiction (Mesch, 2001; van den Eijnden et al., 2008). Thus, unhappiness is strongly related to internet usage (Otsuka et al. 2020). Accordingly, the negative and the positive aspects (Hall, 2019; Ranieri et al., 2021) of internet usage go hand in hand. Several researches have also shown that there is no association between internet use and happiness (Crowe and Bradford, 2006; Jackson et al., 2004; Subrahmanyam and Lin, 2007). So the relationship between internet usage and happiness is rather complicated. Another factor affecting internet usage patterns is the purpose for using it, which varies from academic activities such as education and information/knowledge searching to non-academic activities such as leisure, entertainment, and connecting socially (C. Kim 2017). It has been found that, for many purposes, the use of the internet for entertainment, commerce, or for finding information is unrelated to happiness, but spending more time communicating, especially with family and friends, brings happiness by lowering depression and loneliness. (Kraut and Burke 2015). In contrast, spending time communicating with strangers, has been linked to a decrease in happiness (Kraut and Burke 2015). Another study conducted by Liu et al. (2019) found that although using the internet for communication purposes is favourably associated with happiness, using it for entertainment purposes adversely affects happiness. Contrary to these findings, some studies propose that using the internet for informational purpose is positively related to happiness (Hall, 2016; Hall, 2017; Hall, 2018) whilst using it for communication purposes decreases happiness (Jackson et al. 2004). Some researchers have shown that face-to-face interaction is more valuable for happiness as compared with online interactions (Cummings, Butler, and Kraut 2002) although others confirm that the intensity of using social media is positively related to life satisfaction (Valenzuela, Park, and Kee 2009). As adolescents grow older, the purpose of using the internet shifts from being educational to being communicative (Kilic and Güzeller 2017). So for the sake of satisfaction adolescents mostly use the internet for social purposes (Barker 2009), which is beneficial in obtaining social support during challenging times (Anderson and Jiang 2018). However, despite our expanding connectivity, we are becoming increasingly isolated (Techatassanasoontorn and Thaiprasert 2013). This may be the case, as it is widely believed that virtual contentment never results in real-world happiness (Wang et al. 2015). Regardless of the purpose, the internet usage is determined by the user's existing values, choices, goals, and presumption, among other factors (De Waal and Schoenbach 2010).

It has been noted that gender predicts the purpose of internet use, with male students preferring to use it for gaming while female students prefer to use it for social interaction (Kilic and Güzeller 2017). According to another view by Tsai and Tsai (2010), male students primarily use the Internet for exploratory purposes, whilst female students use it primarily for communication. Females use the internet for relational purposes, whilst males use it for social compensation and social identification, according to Barker (2009). In another study, Gross (2004) reported no significant difference between the purpose of internet usage by boys and girls, as both prefer to use it for social interaction.

The duration of daily time spent online determines the purpose of internet usage. Students who spend less than an hour on the internet per day use it for educational purpose, while those who spend more than four hours use it for communication purposes (Kilic and Güzeller 2017). Conversely, other studies suggest that daily time spent online has no effect on happiness, but it is only the purpose for using the internet that affects one's happiness (Valkenburg and Peter 2007). So the studies related to internet usage and happiness are quite inconsistent and inconclusive. The reason for this inconsistency is the mistake of considering internet usage as a unidimensional concept, though it is not (Baym, Zhang, and Lin 2004). Moreover, various studies used daily or weekly time spent on the internet as a benchmark for internet usage, which doesn’t take into account the different purposes for internet use, such as surfing, online chat, gaming, and so on (Valkenburg and Peter 2007).

Use of the internet has been a blessing for those who are introverted and shy. However, long-term internet use raises concerns about one's health. As a result, the risks of excessive internet use must be taken into consideration, particularly for adolescents who may become regular internet users in the future. Adolescents' well-being can be affected in both positive and negative ways by their participation in various online activities. Owing to a global pandemic that has spread to every country on Earth, internet use has become necessary. Because of the COVID-19 pandemic, teenagers have become even more engrossed in their smartphones, tablets, and laptops, which has resulted in an increase in the risk of addictive behaviour (Duan et al. 2020). Even with increased parental supervision and surveillance, the amount of time teenagers spend on the internet cannot be reduced (Ofcom 2021; Shapka and Law 2013). As a result, adolescent internet use has expanded dramatically. We cannot deny the grim reality that digital technology is here to stay. Since this rising technology is so readily available to adolescents, it is impossible to keep them away from it (Premsingh and Prajina. P.V, 2012).

Critical Analysis of the Reviewed Literature

Whilst research on the use of digital technology and its addiction amongst adolescents has increased over the last two decades, research on the usage of the internet in relation to adolescents‘ happiness has garnered less empirical attention. Additionally, research on internet usage has concentrated on the media side of it, with scant empirical evidence on the relative influence of non-social media objectives on adolescents‘ happiness. Although the negative aspects of internet use are emphasised, the positive aspects are overlooked. In light of this, new research efforts are needed to look at the interplay and redundant interactions between components instead of focusing on a single aspect.

Only a few studies used mixed methods, and the sample sizes of most studies were modest, as seen in Table 1. There was a variety of research that examined adolescent internet usage among the articles analysed. Numerous research studies did not employ validated software for quantitative analysis, such as SPSS, or for qualitative analysis, such as NVivo. There is still a dearth of research from developing countries. Apart from China and Thailand, all studies on the influence of internet use on teenagers reviewed here were conducted in developed countries. Nearly 80% of the empirical research examined used quantitative analysis, with 10% using longitudinal studies and only 8.69% using cross-sectional studies. A wide range of techniques and analytical tools are expected to yield productive findings in future research.

Conclusion

Many studies have focused on the relationship between adolescent happiness and internet use, particularly social media, in recent years. However, there is still a great deal of research to be done in this area. The purpose of this study was to identify the experimentally confirmed characteristics that influence the happiness of adolescents through internet use. The amount of time spent online and the purpose for which teens use the internet are two of the most important aspects of adolescent happiness on the internet. Adolescents‘ use of the internet can have a significant impact on their happiness when these two elements are taken into consideration.

According to a review of published studies, adolescents' use of the internet improves their sense of well-being and identity. The majority of research supports the positive effects of internet use on adolescents, such as the ability to express themselves, promote interpersonal communication, participate in leisure activities, and gain access to information. Cross-sectional studies also found a negative correlation between internet use and happiness. This is possibly because cross-sectional research yields false conclusions by restricting inferences to correlational findings (Kraut and Burke 2015). Some studies have failed to find a link between adolescent happiness and internet use because of small effect sizes or the use of self-reported measurements (Crowe et al., 2021).

The gaps discovered through literature analysis include a dearth of studies in this field from developing countries, a scarcity of studies using a mixed-methods research technique, and studies with a wider age range, which creates issues of representativeness and generalisability of the results. Additionally, internet usage is conceptualised only through the lens of social media, oblivious to other critical goals for its use. Although the literature reviewed indicated that time spent on the internet and the purpose for which it was used were independently related to adolescents' happiness, additional research is needed to determine whether there is a correlation between the purpose for which the internet is used and time spent online, and whether this interaction has an effect on adolescents' happiness.

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