social media influence education

Understanding the Science of Social Media

Schools can play a big role in educating students and their families about the potential pitfalls of social media.

Author and futurist Brian Solis has said that “social media is more about sociology and psychology than technology.” To take that a step further, social media really comes down to neurology—to how it influences our brains. Researchers have found a link between the amount of time adolescents spend on social media and their levels of depression , particularly among girls, and Jean Twenge, a professor of psychology, asserts that social media is the reason for a drastic uptick in mental health issues among children.

Social media has become so much of a concern that the U.S. surgeon general declared that no one under the age of 14 should be on social media , and states are starting to take action to limit usage and hold social media companies accountable.

As educators know, schools are facing unprecedented amounts of student mental health and misconduct issues with strong connections to social media. School leaders are at a loss trying to keep up with these issues. Doing so will take a multifaceted approach to address the social media crisis among students. The first step is awareness of social media’s influence on the brain, followed by educating students and parents on ways to navigate these troubled waters. 

What’s Behind Our Need for Social Media?

Why is it so easy to fall into a TikTok rabbit hole? You know these situations when you spend hours mindlessly scrolling Facebook, Instagram, etc., with no sense of time. One reason could be the influence that social media has on a chemical neurotransmitter in your brain.

Dopamine is a powerful and important neurotransmitter. It’s known as the “get up and go” or “pursuit” neurotransmitter. It motivates us to get things done. We feel our best when our dopamine level is associated with extended periods of effort. Our dopamine level goes out of whack when we receive repeated “dopamine hits” with little to no effort at all. When this occurs, the dopamine is in control of us, leading to compulsive behaviors.

Daniel Z. Lieberman, MD, asserts that there are peripersonal and extrapersonal spaces . Your peripersonal space includes items on your person or within your reach. Items in your extrapersonal space are literally out of reach. A hunter going out in the woods to hunt requires extended periods of effort to do so. Dopamine will be released over that period of time in anticipation of the hunt. The deer is out of the hunter’s reach; therefore, it exists in extrapersonal space. Once the hunter has the deer, it’s in peripersonal space, and dopamine shuts off.

So how is all this related to social media? Social media content falls under extrapersonal space. There is something always there, and dopamine is constantly pursuing it. As more and more dopamine gets released, your threshold increases, making it more and more difficult to feel accomplished. You end up compulsively scrolling and scrolling .

Social media is designed to keep our interest through the use of powerful artificial intelligence algorithms. These algorithms will quickly probe you to determine your interests. Ultimately, they are seeking to get your dopamine levels up, so you go into pursuit mode. The ease of access and endless quantity is what especially complicates the addictive behaviors associated with social media.

How can we expect our students (and their parents) to understand how to navigate those social media waters without this understanding?

Social Media Education

Schools are ideally set up to help educate youth and the community to bring about an awareness of the driving force behind social media and provide practical safeguards. Offering health classes or having the school counselor teach lessons is a good place to start, as early as elementary school. It’s important to note that when these topics are discussed in class, information should also be sent home.

Common Sense Media has lots of free information and resources to help teachers and school administrators educate students and parents on digital citizenship, including social media. In particular, they have self-paced trainings and videos.

Lesson topics should include the following elements.

Usage limits: The U.S. surgeon general recommends that children under the age of 14 should not be on social media; most social media apps set the age requirement at 13+.

If a parent is comfortable with age 14, then a daily usage limit is the next step. Increased social media use has been associated with higher levels of mental health issues , decreased academic performance, lack of exercise, and general decreased well-being. Therefore, children should be limited to 30–60 minutes a day to help avoid those issues. Both Google and Apple have screen time trackers to help parents or guardians monitor usage.

Appropriate conduct and safety: Digital etiquette and conduct while online is an integral piece of the education program. Students should be encouraged to sign a safety contract with their parents or guardians, and they should learn how to be a good digital citizen, how to identify and respond to grooming and predatory behaviors, and the dangers of sexting.

How to report cyberbullying or harassment: Inevitably, students will encounter some form of cyberbullying or harassment while online, as either a victim or a bystander. Steps should include:

• Do not respond.
• Save the evidence.
• Report it directly to the app company .
• Contact the local police department if it involves a threat or ongoing harassment.
• Notify the school’s principal if it’s associated with the school. 

Yearly Parent Informational Meeting

A yearly informational meeting should be held with your building’s parent group, covering the following topics:

• Science behind social media
• Social media apps and trends
• How to implement a phone’s parental controls ( Apple and Google Play )
• Turning off location sharing to social media apps ( Apple and Android )
• How to report inappropriate social media use
• External parental control software options
• Social media tips for parents

All educators and school leaders are urged to recognize their roles and responsibilities in better educating their students and in turn the community. Together, we can best help our youth and counter some of these troubling trends. 

TikTok, Gas, Twitter: How Social Media Is Influencing Education

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Social media has certainly influenced the way schools work—for better or worse.

Schools use social media platforms to share updates or promote events, educators use it to share lesson plans or ideas with their peers, and students use it to connect with friends.

On the other hand, social media use has created some big problems for educators and students. School leaders have to deal with cyberbullying of students and even staff members, viral challenges (think, TikTok) have disrupted instructional time and encouraged destruction of school property, and big data privacy problems often come with social media use.

Some of these challenges are being tackled at the federal and state levels. For example, the U.S. Congress has introduced bills to crack down on how social media companies handle user data and how they determine whether or not to take down problematic content. U.S. Sen. Marco Rubio, R-Florida, for example, recently crafted a bipartisan bill to ban TikTok , amid fears the app could be used to spy on Americans and manipulate content. That bill comes at the same time that TikTok is wildly popular among K-12 students as well as many educators.

Education Week has extensive coverage that examines the benefits and pitfalls of using social media. Here is a collection of articles and videos Education Week has published on this topic.

How to use social media to improve school culture

For school and district leaders, social media can be a powerful platform to connect with their school communities and share the good work they’re doing. But at the same time, it can be daunting because every piece of information an educator creates or shares could be misinterpreted or even misappropriated.

District leaders share their reasons for using social media as well as tips on how to make social media work in the best ways possible .

An assistant principal shares how he uses TikTok and YouTube to improve school culture .

A teacher talks about how he uses TikTok to build relationships, have fun, and make extra money.

Integrating social tools into lesson plans

Some teachers say they use social media to meet students where they are, and then engage them in deeper learning through other approaches.

For example, some teachers are using social media to help students understand the impact of the technology on their behavior, attention spans, and even brain development. Others are using it as a media literacy tool to help students analyze sources and contextualize information . And, sometimes, educators use social media to share bite-size lessons.

How to tackle data privacy problems, fake accounts, and TikTok challenges

School social media accounts offer a space to swap pictures of school events, build an online school community, and boost school spirit. But they also pose some serious problems for student privacy. Experts weigh in on what schools should do about privacy concerns .

There are also concerns about fake accounts representing schools or districts. Read more about what to do when there are fake accounts mis representing your school or district and what organizations are doing to help districts advocate for faster verification of their authentic accounts and quicker removal of imposters.

Education Week also has guides on combat t ing the problems that come with social media, ways schools can respond to TikTok challenges , and strategies on how to spot fake news articles .

New social apps educators should be aware of

The social media landscape is ever-changing. Here’s what you need to know about the newest social media apps that are popular with students:

• With the Gas app , users can only say nice things to each other, by participating in polls with an ostensibly positive spin. But experts say there’s still potential for hurt feelings and even bullying.
• Yubo tells teens it will help them “find your crew based on your interests” and allows users to create a profile, share their location, and check out images of people in their area and around the world.
• And if you’re not already familiar with it, here’s what educators should know about TikTok .

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CONCEPTUAL ANALYSIS article

The effect of social media on the development of students’ affective variables.

• 1 Science and Technology Department, Nanjing University of Posts and Telecommunications, Nanjing, China
• 2 School of Marxism, Hohai University, Nanjing, Jiangsu, China
• 3 Government Enterprise Customer Center, China Mobile Group Jiangsu Co., Ltd., Nanjing, China

The use of social media is incomparably on the rise among students, influenced by the globalized forms of communication and the post-pandemic rush to use multiple social media platforms for education in different fields of study. Though social media has created tremendous chances for sharing ideas and emotions, the kind of social support it provides might fail to meet students’ emotional needs, or the alleged positive effects might be short-lasting. In recent years, several studies have been conducted to explore the potential effects of social media on students’ affective traits, such as stress, anxiety, depression, and so on. The present paper reviews the findings of the exemplary published works of research to shed light on the positive and negative potential effects of the massive use of social media on students’ emotional well-being. This review can be insightful for teachers who tend to take the potential psychological effects of social media for granted. They may want to know more about the actual effects of the over-reliance on and the excessive (and actually obsessive) use of social media on students’ developing certain images of self and certain emotions which are not necessarily positive. There will be implications for pre- and in-service teacher training and professional development programs and all those involved in student affairs.

Introduction

Social media has turned into an essential element of individuals’ lives including students in today’s world of communication. Its use is growing significantly more than ever before especially in the post-pandemic era, marked by a great revolution happening to the educational systems. Recent investigations of using social media show that approximately 3 billion individuals worldwide are now communicating via social media ( Iwamoto and Chun, 2020 ). This growing population of social media users is spending more and more time on social network groupings, as facts and figures show that individuals spend 2 h a day, on average, on a variety of social media applications, exchanging pictures and messages, updating status, tweeting, favoring, and commenting on many updated socially shared information ( Abbott, 2017 ).

Researchers have begun to investigate the psychological effects of using social media on students’ lives. Chukwuere and Chukwuere (2017) maintained that social media platforms can be considered the most important source of changing individuals’ mood, because when someone is passively using a social media platform seemingly with no special purpose, s/he can finally feel that his/her mood has changed as a function of the nature of content overviewed. Therefore, positive and negative moods can easily be transferred among the population using social media networks ( Chukwuere and Chukwuere, 2017 ). This may become increasingly important as students are seen to be using social media platforms more than before and social networking is becoming an integral aspect of their lives. As described by Iwamoto and Chun (2020) , when students are affected by social media posts, especially due to the increasing reliance on social media use in life, they may be encouraged to begin comparing themselves to others or develop great unrealistic expectations of themselves or others, which can have several affective consequences.

Considering the increasing influence of social media on education, the present paper aims to focus on the affective variables such as depression, stress, and anxiety, and how social media can possibly increase or decrease these emotions in student life. The exemplary works of research on this topic in recent years will be reviewed here, hoping to shed light on the positive and negative effects of these ever-growing influential platforms on the psychology of students.

Significance of the study

Though social media, as the name suggests, is expected to keep people connected, probably this social connection is only superficial, and not adequately deep and meaningful to help individuals feel emotionally attached to others. The psychological effects of social media on student life need to be studied in more depth to see whether social media really acts as a social support for students and whether students can use social media to cope with negative emotions and develop positive feelings or not. In other words, knowledge of the potential effects of the growing use of social media on students’ emotional well-being can bridge the gap between the alleged promises of social media and what it actually has to offer to students in terms of self-concept, self-respect, social role, and coping strategies (for stress, anxiety, etc.).

Exemplary general literature on psychological effects of social media

Before getting down to the effects of social media on students’ emotional well-being, some exemplary works of research in recent years on the topic among general populations are reviewed. For one, Aalbers et al. (2018) reported that individuals who spent more time passively working with social media suffered from more intense levels of hopelessness, loneliness, depression, and perceived inferiority. For another, Tang et al. (2013) observed that the procedures of sharing information, commenting, showing likes and dislikes, posting messages, and doing other common activities on social media are correlated with higher stress. Similarly, Ley et al. (2014) described that people who spend 2 h, on average, on social media applications will face many tragic news, posts, and stories which can raise the total intensity of their stress. This stress-provoking effect of social media has been also pinpointed by Weng and Menczer (2015) , who contended that social media becomes a main source of stress because people often share all kinds of posts, comments, and stories ranging from politics and economics, to personal and social affairs. According to Iwamoto and Chun (2020) , anxiety and depression are the negative emotions that an individual may develop when some source of stress is present. In other words, when social media sources become stress-inducing, there are high chances that anxiety and depression also develop.

Charoensukmongkol (2018) reckoned that the mental health and well-being of the global population can be at a great risk through the uncontrolled massive use of social media. These researchers also showed that social media sources can exert negative affective impacts on teenagers, as they can induce more envy and social comparison. According to Fleck and Johnson-Migalski (2015) , though social media, at first, plays the role of a stress-coping strategy, when individuals continue to see stressful conditions (probably experienced and shared by others in media), they begin to develop stress through the passage of time. Chukwuere and Chukwuere (2017) maintained that social media platforms continue to be the major source of changing mood among general populations. For example, someone might be passively using a social media sphere, and s/he may finally find him/herself with a changed mood depending on the nature of the content faced. Then, this good or bad mood is easily shared with others in a flash through the social media. Finally, as Alahmar (2016) described, social media exposes people especially the young generation to new exciting activities and events that may attract them and keep them engaged in different media contexts for hours just passing their time. It usually leads to reduced productivity, reduced academic achievement, and addiction to constant media use ( Alahmar, 2016 ).

The number of studies on the potential psychological effects of social media on people in general is higher than those selectively addressed here. For further insights into this issue, some other suggested works of research include Chang (2012) , Sriwilai and Charoensukmongkol (2016) , and Zareen et al. (2016) . Now, we move to the studies that more specifically explored the effects of social media on students’ affective states.

Review of the affective influences of social media on students

Vygotsky’s mediational theory (see Fernyhough, 2008 ) can be regarded as a main theoretical background for the support of social media on learners’ affective states. Based on this theory, social media can play the role of a mediational means between learners and the real environment. Learners’ understanding of this environment can be mediated by the image shaped via social media. This image can be either close to or different from the reality. In the case of the former, learners can develop their self-image and self-esteem. In the case of the latter, learners might develop unrealistic expectations of themselves by comparing themselves to others. As it will be reviewed below among the affective variables increased or decreased in students under the influence of the massive use of social media are anxiety, stress, depression, distress, rumination, and self-esteem. These effects have been explored more among school students in the age range of 13–18 than university students (above 18), but some studies were investigated among college students as well. Exemplary works of research on these affective variables are reviewed here.

In a cross-sectional study, O’Dea and Campbell (2011) explored the impact of online interactions of social networks on the psychological distress of adolescent students. These researchers found a negative correlation between the time spent on social networking and mental distress. Dumitrache et al. (2012) explored the relations between depression and the identity associated with the use of the popular social media, the Facebook. This study showed significant associations between depression and the number of identity-related information pieces shared on this social network. Neira and Barber (2014) explored the relationship between students’ social media use and depressed mood at teenage. No significant correlation was found between these two variables. In the same year, Tsitsika et al. (2014) explored the associations between excessive use of social media and internalizing emotions. These researchers found a positive correlation between more than 2-h a day use of social media and anxiety and depression.

Hanprathet et al. (2015) reported a statistically significant positive correlation between addiction to Facebook and depression among about a thousand high school students in wealthy populations of Thailand and warned against this psychological threat. Sampasa-Kanyinga and Lewis (2015) examined the relationship between social media use and psychological distress. These researchers found that the use of social media for more than 2 h a day was correlated with a higher intensity of psychological distress. Banjanin et al. (2015) tested the relationship between too much use of social networking and depression, yet found no statistically significant correlation between these two variables. Frison and Eggermont (2016) examined the relationships between different forms of Facebook use, perceived social support of social media, and male and female students’ depressed mood. These researchers found a positive association between the passive use of the Facebook and depression and also between the active use of the social media and depression. Furthermore, the perceived social support of the social media was found to mediate this association. Besides, gender was found as the other factor to mediate this relationship.

Vernon et al. (2017) explored change in negative investment in social networking in relation to change in depression and externalizing behavior. These researchers found that increased investment in social media predicted higher depression in adolescent students, which was a function of the effect of higher levels of disrupted sleep. Barry et al. (2017) explored the associations between the use of social media by adolescents and their psychosocial adjustment. Social media activity showed to be positively and moderately associated with depression and anxiety. Another investigation was focused on secondary school students in China conducted by Li et al. (2017) . The findings showed a mediating role of insomnia on the significant correlation between depression and addiction to social media. In the same year, Yan et al. (2017) aimed to explore the time spent on social networks and its correlation with anxiety among middle school students. They found a significant positive correlation between more than 2-h use of social networks and the intensity of anxiety.

Also in China, Wang et al. (2018) showed that addiction to social networking sites was correlated positively with depression, and this correlation was mediated by rumination. These researchers also found that this mediating effect was moderated by self-esteem. It means that the effect of addiction on depression was compounded by low self-esteem through rumination. In another work of research, Drouin et al. (2018) showed that though social media is expected to act as a form of social support for the majority of university students, it can adversely affect students’ mental well-being, especially for those who already have high levels of anxiety and depression. In their research, the social media resources were found to be stress-inducing for half of the participants, all university students. The higher education population was also studied by Iwamoto and Chun (2020) . These researchers investigated the emotional effects of social media in higher education and found that the socially supportive role of social media was overshadowed in the long run in university students’ lives and, instead, fed into their perceived depression, anxiety, and stress.

Keles et al. (2020) provided a systematic review of the effect of social media on young and teenage students’ depression, psychological distress, and anxiety. They found that depression acted as the most frequent affective variable measured. The most salient risk factors of psychological distress, anxiety, and depression based on the systematic review were activities such as repeated checking for messages, personal investment, the time spent on social media, and problematic or addictive use. Similarly, Mathewson (2020) investigated the effect of using social media on college students’ mental health. The participants stated the experience of anxiety, depression, and suicidality (thoughts of suicide or attempts to suicide). The findings showed that the types and frequency of using social media and the students’ perceived mental health were significantly correlated with each other.

The body of research on the effect of social media on students’ affective and emotional states has led to mixed results. The existing literature shows that there are some positive and some negative affective impacts. Yet, it seems that the latter is pre-dominant. Mathewson (2020) attributed these divergent positive and negative effects to the different theoretical frameworks adopted in different studies and also the different contexts (different countries with whole different educational systems). According to Fredrickson’s broaden-and-build theory of positive emotions ( Fredrickson, 2001 ), the mental repertoires of learners can be built and broadened by how they feel. For instance, some external stimuli might provoke negative emotions such as anxiety and depression in learners. Having experienced these negative emotions, students might repeatedly check their messages on social media or get addicted to them. As a result, their cognitive repertoire and mental capacity might become limited and they might lose their concentration during their learning process. On the other hand, it should be noted that by feeling positive, learners might take full advantage of the affordances of the social media and; thus, be able to follow their learning goals strategically. This point should be highlighted that the link between the use of social media and affective states is bi-directional. Therefore, strategic use of social media or its addictive use by students can direct them toward either positive experiences like enjoyment or negative ones such as anxiety and depression. Also, these mixed positive and negative effects are similar to the findings of several other relevant studies on general populations’ psychological and emotional health. A number of studies (with general research populations not necessarily students) showed that social networks have facilitated the way of staying in touch with family and friends living far away as well as an increased social support ( Zhang, 2017 ). Given the positive and negative emotional effects of social media, social media can either scaffold the emotional repertoire of students, which can develop positive emotions in learners, or induce negative provokers in them, based on which learners might feel negative emotions such as anxiety and depression. However, admittedly, social media has also generated a domain that encourages the act of comparing lives, and striving for approval; therefore, it establishes and internalizes unrealistic perceptions ( Virden et al., 2014 ; Radovic et al., 2017 ).

It should be mentioned that the susceptibility of affective variables to social media should be interpreted from a dynamic lens. This means that the ecology of the social media can make changes in the emotional experiences of learners. More specifically, students’ affective variables might self-organize into different states under the influence of social media. As for the positive correlation found in many studies between the use of social media and such negative effects as anxiety, depression, and stress, it can be hypothesized that this correlation is induced by the continuous comparison the individual makes and the perception that others are doing better than him/her influenced by the posts that appear on social media. Using social media can play a major role in university students’ psychological well-being than expected. Though most of these studies were correlational, and correlation is not the same as causation, as the studies show that the number of participants experiencing these negative emotions under the influence of social media is significantly high, more extensive research is highly suggested to explore causal effects ( Mathewson, 2020 ).

As the review of exemplary studies showed, some believed that social media increased comparisons that students made between themselves and others. This finding ratifies the relevance of the Interpretation Comparison Model ( Stapel and Koomen, 2000 ; Stapel, 2007 ) and Festinger’s (1954) Social Comparison Theory. Concerning the negative effects of social media on students’ psychology, it can be argued that individuals may fail to understand that the content presented in social media is usually changed to only represent the attractive aspects of people’s lives, showing an unrealistic image of things. We can add that this argument also supports the relevance of the Social Comparison Theory and the Interpretation Comparison Model ( Stapel and Koomen, 2000 ; Stapel, 2007 ), because social media sets standards that students think they should compare themselves with. A constant observation of how other students or peers are showing their instances of achievement leads to higher self-evaluation ( Stapel and Koomen, 2000 ). It is conjectured that the ubiquitous role of social media in student life establishes unrealistic expectations and promotes continuous comparison as also pinpointed in the Interpretation Comparison Model ( Stapel and Koomen, 2000 ; Stapel, 2007 ).

Implications of the study

The use of social media is ever increasing among students, both at school and university, which is partly because of the promises of technological advances in communication services and partly because of the increased use of social networks for educational purposes in recent years after the pandemic. This consistent use of social media is not expected to leave students’ psychological, affective and emotional states untouched. Thus, it is necessary to know how the growing usage of social networks is associated with students’ affective health on different aspects. Therefore, we found it useful to summarize the research findings in recent years in this respect. If those somehow in charge of student affairs in educational settings are aware of the potential positive or negative effects of social media usage on students, they can better understand the complexities of students’ needs and are better capable of meeting them.

Psychological counseling programs can be initiated at schools or universities to check upon the latest state of students’ mental and emotional health influenced by the pervasive use of social media. The counselors can be made aware of the potential adverse effects of social networking and can adapt the content of their inquiries accordingly. Knowledge of the potential reasons for student anxiety, depression, and stress can help school or university counselors to find individualized coping strategies when they diagnose any symptom of distress in students influenced by an excessive use of social networking.

Admittedly, it is neither possible to discard the use of social media in today’s academic life, nor to keep students’ use of social networks fully controlled. Certainly, the educational space in today’s world cannot do without the social media, which has turned into an integral part of everybody’s life. Yet, probably students need to be instructed on how to take advantage of the media and to be the least affected negatively by its occasional superficial and unrepresentative content. Compensatory programs might be needed at schools or universities to encourage students to avoid making unrealistic and impartial comparisons of themselves and the flamboyant images of others displayed on social media. Students can be taught to develop self-appreciation and self-care while continuing to use the media to their benefit.

The teachers’ role as well as the curriculum developers’ role are becoming more important than ever, as they can significantly help to moderate the adverse effects of the pervasive social media use on students’ mental and emotional health. The kind of groupings formed for instructional purposes, for example, in social media can be done with greater care by teachers to make sure that the members of the groups are homogeneous and the tasks and activities shared in the groups are quite relevant and realistic. The teachers cannot always be in a full control of students’ use of social media, and the other fact is that students do not always and only use social media for educational purposes. They spend more time on social media for communicating with friends or strangers or possibly they just passively receive the content produced out of any educational scope just for entertainment. This uncontrolled and unrealistic content may give them a false image of life events and can threaten their mental and emotional health. Thus, teachers can try to make students aware of the potential hazards of investing too much of their time on following pages or people that publish false and misleading information about their personal or social identities. As students, logically expected, spend more time with their teachers than counselors, they may be better and more receptive to the advice given by the former than the latter.

Teachers may not be in full control of their students’ use of social media, but they have always played an active role in motivating or demotivating students to take particular measures in their academic lives. If teachers are informed of the recent research findings about the potential effects of massively using social media on students, they may find ways to reduce students’ distraction or confusion in class due to the excessive or over-reliant use of these networks. Educators may more often be mesmerized by the promises of technology-, computer- and mobile-assisted learning. They may tend to encourage the use of social media hoping to benefit students’ social and interpersonal skills, self-confidence, stress-managing and the like. Yet, they may be unaware of the potential adverse effects on students’ emotional well-being and, thus, may find the review of the recent relevant research findings insightful. Also, teachers can mediate between learners and social media to manipulate the time learners spend on social media. Research has mainly indicated that students’ emotional experiences are mainly dependent on teachers’ pedagogical approach. They should refrain learners from excessive use of, or overreliance on, social media. Raising learners’ awareness of this fact that individuals should develop their own path of development for learning, and not build their development based on unrealistic comparison of their competences with those of others, can help them consider positive values for their activities on social media and, thus, experience positive emotions.

At higher education, students’ needs are more life-like. For example, their employment-seeking spirits might lead them to create accounts in many social networks, hoping for a better future. However, membership in many of these networks may end in the mere waste of the time that could otherwise be spent on actual on-campus cooperative projects. Universities can provide more on-campus resources both for research and work experience purposes from which the students can benefit more than the cyberspace that can be tricky on many occasions. Two main theories underlying some negative emotions like boredom and anxiety are over-stimulation and under-stimulation. Thus, what learners feel out of their involvement in social media might be directed toward negative emotions due to the stimulating environment of social media. This stimulating environment makes learners rely too much, and spend too much time, on social media or use them obsessively. As a result, they might feel anxious or depressed. Given the ubiquity of social media, these negative emotions can be replaced with positive emotions if learners become aware of the psychological effects of social media. Regarding the affordances of social media for learners, they can take advantage of the potential affordances of these media such as improving their literacy, broadening their communication skills, or enhancing their distance learning opportunities.

A review of the research findings on the relationship between social media and students’ affective traits revealed both positive and negative findings. Yet, the instances of the latter were more salient and the negative psychological symptoms such as depression, anxiety, and stress have been far from negligible. These findings were discussed in relation to some more relevant theories such as the social comparison theory, which predicted that most of the potential issues with the young generation’s excessive use of social media were induced by the unfair comparisons they made between their own lives and the unrealistic portrayal of others’ on social media. Teachers, education policymakers, curriculum developers, and all those in charge of the student affairs at schools and universities should be made aware of the psychological effects of the pervasive use of social media on students, and the potential threats.

It should be reminded that the alleged socially supportive and communicative promises of the prevalent use of social networking in student life might not be fully realized in practice. Students may lose self-appreciation and gratitude when they compare their current state of life with the snapshots of others’ or peers’. A depressed or stressed-out mood can follow. Students at schools or universities need to learn self-worth to resist the adverse effects of the superficial support they receive from social media. Along this way, they should be assisted by the family and those in charge at schools or universities, most importantly the teachers. As already suggested, counseling programs might help with raising students’ awareness of the potential psychological threats of social media to their health. Considering the ubiquity of social media in everybody’ life including student life worldwide, it seems that more coping and compensatory strategies should be contrived to moderate the adverse psychological effects of the pervasive use of social media on students. Also, the affective influences of social media should not be generalized but they need to be interpreted from an ecological or contextual perspective. This means that learners might have different emotions at different times or different contexts while being involved in social media. More specifically, given the stative approach to learners’ emotions, what learners emotionally experience in their application of social media can be bound to their intra-personal and interpersonal experiences. This means that the same learner at different time points might go through different emotions Also, learners’ emotional states as a result of their engagement in social media cannot be necessarily generalized to all learners in a class.

As the majority of studies on the psychological effects of social media on student life have been conducted on school students than in higher education, it seems it is too soon to make any conclusive remark on this population exclusively. Probably, in future, further studies of the psychological complexities of students at higher education and a better knowledge of their needs can pave the way for making more insightful conclusions about the effects of social media on their affective states.

Suggestions for further research

The majority of studies on the potential effects of social media usage on students’ psychological well-being are either quantitative or qualitative in type, each with many limitations. Presumably, mixed approaches in near future can better provide a comprehensive assessment of these potential associations. Moreover, most studies on this topic have been cross-sectional in type. There is a significant dearth of longitudinal investigation on the effect of social media on developing positive or negative emotions in students. This seems to be essential as different affective factors such as anxiety, stress, self-esteem, and the like have a developmental nature. Traditional research methods with single-shot designs for data collection fail to capture the nuances of changes in these affective variables. It can be expected that more longitudinal studies in future can show how the continuous use of social media can affect the fluctuations of any of these affective variables during the different academic courses students pass at school or university.

As already raised in some works of research reviewed, the different patterns of impacts of social media on student life depend largely on the educational context. Thus, the same research designs with the same academic grade students and even the same age groups can lead to different findings concerning the effects of social media on student psychology in different countries. In other words, the potential positive and negative effects of popular social media like Facebook, Snapchat, Twitter, etc., on students’ affective conditions can differ across different educational settings in different host countries. Thus, significantly more research is needed in different contexts and cultures to compare the results.

There is also a need for further research on the higher education students and how their affective conditions are positively and negatively affected by the prevalent use of social media. University students’ psychological needs might be different from other academic grades and, thus, the patterns of changes that the overall use of social networking can create in their emotions can be also different. Their main reasons for using social media might be different from school students as well, which need to be investigated more thoroughly. The sorts of interventions needed to moderate the potential negative effects of social networking on them can be different too, all requiring a new line of research in education domain.

Finally, there are hopes that considering the ever-increasing popularity of social networking in education, the potential psychological effects of social media on teachers be explored as well. Though teacher psychology has only recently been considered for research, the literature has provided profound insights into teachers developing stress, motivation, self-esteem, and many other emotions. In today’s world driven by global communications in the cyberspace, teachers like everyone else are affecting and being affected by social networking. The comparison theory can hold true for teachers too. Thus, similar threats (of social media) to self-esteem and self-worth can be there for teachers too besides students, which are worth investigating qualitatively and quantitatively.

Probably a new line of research can be initiated to explore the co-development of teacher and learner psychological traits under the influence of social media use in longitudinal studies. These will certainly entail sophisticated research methods to be capable of unraveling the nuances of variation in these traits and their mutual effects, for example, stress, motivation, and self-esteem. If these are incorporated within mixed-approach works of research, more comprehensive and better insightful findings can be expected to emerge. Correlational studies need to be followed by causal studies in educational settings. As many conditions of the educational settings do not allow for having control groups or randomization, probably, experimental studies do not help with this. Innovative research methods, case studies or else, can be used to further explore the causal relations among the different features of social media use and the development of different affective variables in teachers or learners. Examples of such innovative research methods can be process tracing, qualitative comparative analysis, and longitudinal latent factor modeling (for a more comprehensive view, see Hiver and Al-Hoorie, 2019 ).

Author contributions

Both authors listed have made a substantial, direct, and intellectual contribution to the work, and approved it for publication.

This study was sponsored by Wuxi Philosophy and Social Sciences bidding project—“Special Project for Safeguarding the Rights and Interests of Workers in the New Form of Employment” (Grant No. WXSK22-GH-13). This study was sponsored by the Key Project of Party Building and Ideological and Political Education Research of Nanjing University of Posts and Telecommunications—“Research on the Guidance and Countermeasures of Network Public Opinion in Colleges and Universities in the Modern Times” (Grant No. XC 2021002).

Conflict of interest

Author XX was employed by China Mobile Group Jiangsu Co., Ltd.

The remaining author declares that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Publisher’s note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

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Keywords : affective variables, education, emotions, social media, post-pandemic, emotional needs

Citation: Chen M and Xiao X (2022) The effect of social media on the development of students’ affective variables. Front. Psychol. 13:1010766. doi: 10.3389/fpsyg.2022.1010766

Received: 03 August 2022; Accepted: 25 August 2022; Published: 15 September 2022.

Reviewed by:

Copyright © 2022 Chen and Xiao. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY) . The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Miao Chen, [email protected] ; Xin Xiao, [email protected]

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.

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Measuring the effect of social media on student academic performance using a social media influence factor model

• Published: 18 July 2022
• Volume 28 , pages 1165–1188, ( 2023 )

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• Mohammed Nurudeen   ORCID: orcid.org/0000-0001-6711-6735 1 ,
• Siddique Abdul-Samad 2 ,
• Emmanuel Owusu-Oware 1 ,
• Godfred Yaw Koi-Akrofi 1 &
• Hannah Ayaba Tanye 1  

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With the advent of smartphones and fourth generation mobile technologies, the effect of social media on society has stirred up some debate and researchers across various disciplines have drawn different conclusions. Social media provides university students with a convenient platform to create and share educational content. However, social media may have an addicting effect that may lead to poor health, poor concentration in class, poor time management and consequently poor academic performance. Using a random sample of 623 students from the University of Professional Studies Accra, Ghana, this paper presents a social media influence factor (SMIF) model for measuring the effect of social media on student academic performance. The proposed model is examined using linear regression analysis and the results show a statistically significant negative relationship between SMIF variables and student grade point average (GPA). The model accounted for 30.7% of the variability in student GPA and it demonstrated a prediction quality of 55.4% given the data collected.

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Acknowledgements

We wish to thank the respondents who took the time to respond to this survey and the University of Professional Studies Accra, Ghana

This research was conducted using the researchers’ annual research allowance which is funding given by the Government of Ghana to all academic staffs in Ghanaian public universities. The research was therefore conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest. Also, no funding body played any role in the design of the study, collection, analysis, and interpretation of data and in writing the manuscript.

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Nurudeen, M., Abdul-Samad, S., Owusu-Oware, E. et al. Measuring the effect of social media on student academic performance using a social media influence factor model. Educ Inf Technol 28 , 1165–1188 (2023). https://doi.org/10.1007/s10639-022-11196-0

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• Acknowledgments
• Appendix A: Classifying democracies
• Appendix B: Negative Impact of the Internet and Social Media Index
• Appendix C: Political categorization
• Classifying parties as populist
• Classifying parties as left, right or center
• Appendix E: Country-specific examples of smartphones
• Appendix F: Country-specific examples of social media sites
• Pew Research Center’s Spring 2022 Global Attitudes Survey
• The American Trends Panel survey methodology

When asked whether social media is a good or bad thing for democracy in their country, a median of 57% across 19 countries say that it is a good thing. In almost every country, close to half or more say this, with the sentiment most common in Singapore, where roughly three-quarters believe social media is a good thing for democracy in their country. However, in the Netherlands and France, about four-in-ten agree. And in the U.S., only around a third think social media is positive for democracy – the smallest share among all 19 countries surveyed.

In eight countries, those who believe that the political system in their country allows them to have an influence on politics are also more likely to say that social media is a good thing for democracy. This gap is most evident in Belgium, where 62% of those who feel their political system allows them to have a say in politics also say that social media is a good thing for democracy in their country, compared with 44% among those who say that their political system does not allow them much influence on politics.

Those who view the spread of false information online as a major threat to their country are less likely to say that social media is a good thing for democracy, compared with those who view the spread of misinformation online as either a minor threat or not a threat at all. This is most clearly observed in the Netherlands, where only four-in-ten (39%) among those who see the spread of false information online as a major threat say that social media has been a good thing for democracy in their country, as opposed to the nearly six-in-ten (57%) among those who do not consider the spread of misinformation online to be a threat who say the same. This pattern is evident in eight other countries as well.

Views also vary by age. Older adults in 12 countries are less likely to say that social media is a good thing for democracy in their country when compared to their younger counterparts. In Japan, France, Israel, Hungary, the UK and Australia, the gap between the youngest and oldest age groups is at least 20 percentage points and ranges as high as 41 points in Poland, where nearly nine-in-ten (87%) younger adults say that social media has been a good thing for democracy in the country and only 46% of adults over 50 say the same.

The publics surveyed believe the internet and social media are affecting societies. Across the six issues tested, few tend to say they see no changes due to increased connectivity – instead seeing things changing both positively and negatively – and often both at the same time. 

A median of 84% say technological connectivity has made people easier to manipulate with false information and rumors – the most among the six issues tested. Despite this, medians of 73% describe people being more informed about both current events in other countries and about events in their own country. Indeed, in most countries, those who think social media has made it easier to manipulate people with misinformation and rumors are also more likely to think that social media has made people more informed.

When it comes to politics, the internet and social media are generally seen as disruptive, with a median of 65% saying that people are now more divided in their political opinions. Some of this may be due to the sense – shared by a median of 44% across the 19 countries – that access to the internet and social media has led people to be less civil in the way they talk about politics. Despite this, slightly more people (a median of 45%) still say connectivity has made people more accepting of people from different ethnic groups, religions and races than say it has made people less accepting (22%) or had no effect (29%). 

There is widespread concern over misinformation – and a sense that people are more susceptible to manipulation

Previously reported results indicate that a median of 70% across the 19 countries surveyed believe that the spread of false information online is a major threat to their country. In places like Canada, Germany and Malaysia, more people name this as a threat than say the same of any of the other issues asked about. 

This sense of threat is related to the widespread belief that people today are now easier to manipulate with false information and rumors thanks to the internet and social media. Around half or more in every country surveyed shares this view. And in places like the Netherlands, Australia and the UK, around nine-in-ten see people as more manipulable.

In many places, younger people – who tend to be more likely to use social media (for more on usage, see Chapter 3 ) – are also more likely to say it makes people easier to manipulate with false information and rumors. For example, in South Korea, 90% of those under age 30 say social media makes people easier to manipulate, compared with 65% of those 50 and older. (Interestingly, U.S.-focused research has found older adults are more likely to share misinformation than younger ones.) People with more education are also often more likely than those with less education to say that social media has led to people being easier to manipulate.

In 2018, when Pew Research Center asked a similar question about whether access to mobile phones, the internet and social media has made people easier to manipulate with false information and rumors, the results were largely similar. Across the 11 emerging economies surveyed as part of that project , at least half in every country thought this was the case and in many places, around three-quarters or more saw this as an issue. Large shares in many places were also specifically concerned that people in their country might be manipulated by domestic politicians. For more on how the two surveys compare, see “ In advanced and emerging economies, similar views on how social media affects democracy and society .”

Spotlight on the U.S.: Attitudes and experiences with misinformation

Misinformation has long been seen as a source of concern for Americans. In 2016 , for example, in the wake of the U.S. presidential election, 64% of U.S. adults thought completely made-up news had caused a great deal of confusion about the basic facts of current events. At the time, around a third felt that they often encountered political news online that was completely made up and another half said they often encountered news that was not fully accurate. Moreover, about a quarter (23%) said they had shared such stories – whether knowingly or not.

When asked in 2019 who was the cause of made-up news, Americans largely singled out two groups of people: political leaders (57%) and activists (53%). Fewer placed blame on journalists (36%), foreign actors (35%) or the public (26%). A large majority of Americans that year (82%) also described themselves as either “very” or “somewhat” concerned about the potential impact of made-up news on the 2020 presidential election. People who followed political and election news more closely and those with higher levels of political knowledge also tended to be more concerned.

Among adult American Twitter users in 2021, in particular, there was widespread concern about misinformation: 53% said inaccurate or misleading information is a major problem on the platform and 33% reported seeing a lot of that type of content when using the site. 

As of 2021 , around half (48%) of Americans thought the government should take steps to restrict false information, even if it meant losing freedom to access and publish content – a share that had increased somewhat substantially since 2018, when 39% felt the same.

Most say people are more informed about current events – foreign and domestic – thanks to social media and the internet

A majority in every country surveyed thinks that access to the internet and social media has made people in their country more informed about domestic current events. In Sweden, Japan, Greece and the Netherlands, around eight-in-ten or more share this view, while in Malaysia, a smaller majority (56%) says the same.

Younger adults tend to see social media making people more informed than older adults do. Older adults, for their part, don’t necessarily see the internet and social media making people less informed about what’s happening in their country; rather, they’re somewhat more likely to describe these platforms as having little effect on people’s information levels. In the case of the U.S., for example, 71% of adults under 30 say social media has made people more informed about current events in the U.S., compared with 60% of those ages 50 and older. But those ages 50 and older are about twice as likely to say social media has not had much impact on how informed people are compared with those under 30: 19% vs. 11%, respectively.

In seven of the surveyed countries, people with higher levels of education are more likely than those with lower levels to see social media informing the public on current events in their own country.

Majorities in every country also agree that the internet and social media are making people more informed about current events happening in other countries. The two questions are extremely highly correlated ( r = 0.94), meaning that in most places where people say social media is making people more informed about domestic events, they also say the same of international events. (See the topline for detailed results for both questions, by country.)

In the 2018 survey of emerging economies , results of a slightly different question also found that a majority in every country – and around seven-in-ten or more in most places – said people were more informed thanks to social media, the internet and smartphones, rather than less. 

In some countries, those who think social media has made it easier to manipulate people with misinformation and rumors are also more likely to think that social media has made people more informed. This finding, too, was similar in the 2018 11-country study of emerging economies: Generally speaking, individuals who are most attuned to the potential benefits technology can bring to the political domain are also the ones most anxious about the possible harms. 

Spotlight on the U.S.: Social media use and news consumption

In the U.S. , around half of adults say they either get news often (17%) or sometimes (33%) from social media. When it comes to where Americans regularly get news on social media, Facebook outpaces all other social media sites. Roughly a third of U.S. adults (31%) say they regularly get news from Facebook. While Twitter is only used by about three-in-ten U.S. adults (27%), about half of its users (53%) turn to the site to regularly get news there. And a quarter of U.S. adults regularly get news from YouTube, while smaller shares get news from Instagram (13%), TikTok (10%) or Reddit (8%). Notably, TikTok has seen rapid growth as a source of news among younger Americans in recent years.

On several social media sites asked about, adults under 30 make up the largest share of those who regularly get news on the site. For example, half or more of regular news consumers on Snapchat (67%), TikTok (52%) or Reddit (50%) are ages 18 to 29. 

While this survey finds that 64% of Americans think the public has become more informed thanks to social media, results of Center analyses do show that Americans who mainly got election and political information on social media during the 2020 election were less knowledgeable and less engaged than those who primarily got their news through other methods (like cable TV, print, etc.).

Majorities or pluralities tend to see social media leading to more political divisions

Around half or more in almost every country surveyed think social media has made people more divided in their political opinions. The U.S., South Korea and the Netherlands are particularly likely to hold this view. As a separate analysis shows, the former two also stand out for being the countries where people are most likely to report conflicts between people who support different political parties . While perceived political division in the Netherlands is somewhat lower, it, too, stands apart: Between 2021 and 2022, the share who said there were conflicts increased by 23 percentage points – among the highest year-on-year shifts evident in the survey.

More broadly, across each of the countries surveyed, people who see social division between people who support different political parties, are, in general, more likely to see social media leading people to be more divided in their political opinions.

In a number of countries, younger people are somewhat more likely to see social media enlarging political differences than older people. More educated people, too, often see social media exacerbating political divisions more than those with less education. 

Similarly, in the survey of 11 emerging economies conducted in 2018, results of a slightly different question indicated that around four-in-ten or more in every country – and a majority in most places – thought social media had made people more divided.

Publics diverge over whether social media has made people more accepting of differences

There is less consensus over what role social media has played when it comes to tolerance: A 19-country median of 45% say it has made people more accepting of people from different ethnic backgrounds, religions and races, while a median of 22% say it has made them less so, and 29% say that it has not had much impact either way.

South Korea, Singapore, Italy and Japan are the most likely to see social media making people more tolerant. On the flip side, the Netherlands and Hungary stand out as the two countries where a plurality says the internet and social media have made people less accepting of people with racial or religious differences. Most other societies are somewhat divided, as in the case of the U.S., where around a third of the public falls into each of the three groups.

Younger people are more likely than older ones in most countries to say that social media has increased tolerance. This is the case, for example, in Canada, where 54% of adults under 30 say social media has contributed to people being more accepting of people from different ethnic groups, religions and races, compared with a third of those ages 50 and older. In some places – and in Canada – older people are more likely to see social media leading to less tolerance, though in other places, older people are simply less likely to see much impact from the technology.

In most countries, people who see social media leading to more divisions between people with different political opinions are more likely to say social media has made people less accepting of those racially and religiously different from them than those who say social media is having no effect on political division. People who see more conflicts between partisans in their society are also more likely than those who see fewer divisions to place some of the blame on social media, describing it as making people less accepting of differences.  

Results of an analysis of the 11-country poll did find that people who used smartphones and social media were more likely to regularly interact with people from diverse backgrounds – though the question did not ask about acceptance , just about interactions. The publics in these emerging economies were also somewhat divided when it came to their opinions on how social media has led to people being more or less accepting of those with different viewpoints.

Mixed views on whether social media has made people discuss politics civilly

Across the countries surveyed, a median of 46% say access to the internet and social media has made people less civil when they talk about politics. This is more than the 23% who say it has made them more civil – though a median of 26% see little impact either way.

In the U.S., the Netherlands and Australia, a majority sees the internet and social media making people less civil. Roughly seven-in-ten Americans say this. Singapore stands out as the only country where around half see these technologies increasing civility. All other countries surveyed are somewhat divided.

People with higher levels of education tend to see less civility thanks to social media relative to those with lower levels of education.

In most places surveyed, those who think social media has made people more divided politically, compared with those who say it has had no impact on divisions, are also more likely to say social media has made people less civil in how they talk about politics.

Across advanced economies, people generally recognize social media as useful for bringing the public’s and elected officials’ attention to certain issues, for changing people’s minds and for influencing policy choices. A median of 77% across the 19 countries surveyed say social media is an effective way to raise public awareness about sociopolitical issues. Those in the UK are particularly optimistic about social media as a way of bringing public attention to a topic, with about nine-in-ten holding this belief. People in France and Belgium are the least convinced about social media’s role in raising public awareness, but majorities in both countries still say it’s effective for highlighting certain issues among the public.

Many also consider social media effective for changing people’s minds on social or political issues (65% median). Confidence in social media’s effect on changing people’s minds is strongest in South Korea, Singapore and Malaysia. Germans, Belgians, Israelis and French adults are more skeptical, with no more than about half seeing social media as effective for changing people’s minds on sociopolitical issues.

Views on social media as a way to bring the attention of elected officials to certain issues are similar. A median of 64% consider social media effective for directing elected officials’ attention to issues, and this view is especially prevalent in South Korea, Singapore and Malaysia. People in Belgium, Hungary and France are less convinced.

Somewhat fewer consider social media effective for influencing policy decisions (61% median). Israelis are particularly doubtful of social media as a way for affecting policy change: A majority of Israelis say social media is an ineffective way of influencing policy decisions, and about half in France, Belgium, the Netherlands and Germany agree. About a fifth in Poland also did not provide an answer.

An additional question was asked in the U.S. about social media’s role in creating sustained social movements; roughly seven-in-ten Americans say social media is effective for this. Younger Americans, as well as those with more education or higher incomes, are more likely than others to hold this view. Social media users and those who say social media has been generally good for U.S. democracy are also more likely to believe social media is effective at creating sustained social movements.

Age plays a role in how people in many of the 19 nations surveyed view social media’s role in public discourse. Those ages 18 to 29 are especially likely to see social media as effective for raising public awareness. For example, in France, 70% of those ages 18 to 29 see social media as an effective way of raising public awareness. Only 48% of those 50 and older share this view, a difference of 22 percentage points.

Similarly, younger adults are also more likely to consider social media an effective way for changing people’s minds on issues. The difference is greatest in Poland and Germany, where younger adults are 24 points more likely than their older counterparts to see social media this way. There are fewer differences between younger and older adults when it comes to social media’s effectiveness for directing elected officials’ attention and influencing policy decisions. Younger adults are also generally more likely to be social media users and provide answers to these questions.

Education and income are other demographic characteristics related to people’s view of social media as a way to influence public discourse. In 11 countries, those with incomes higher than the median income are more likely than those with lower incomes to consider social media effective for raising public awareness about sociopolitical issues. Those with more education are similarly more likely to consider social media effective for elevating sociopolitical issues in the public consciousness in eight countries. People with lower levels of education and income are somewhat less likely than others to provide answers to questions about social media’s effectiveness for influencing policies, changing minds and bringing attention to issues.

Social media usage is also connected to how people evaluate these platforms as a way to affect public discourse and policy choices. In nearly all countries, social media users are more likely than those who are not on social media to say social media is effective for raising public awareness, and social media users are also more likely to consider social media useful for changing people’s minds in 11 of 19 countries. The differences are greatest in Israel in both cases. Israeli social media users are 47 points more likely than non-users to say social media is effective for raising awareness and 38 points more likely to consider it effective for changing people’s minds on sociopolitical issues. Different views between social media users and non-users are less common when it comes to social media as an effective way for bringing elected officials’ attention to issues or influencing policy decisions. Social media users are also more likely than non-users to answer these questions.

Among social media users, those who are more active are more likely to consider social media an effective avenue for shaping people’s views and attention. Those who post about political or social issues at least sometimes on social media have a greater chance of seeing social media as effective for raising awareness for sociopolitical issues than those who post rarely or never in 16 countries. For example, in Spain, 84% of social media users who post sometimes or often see social media as an effective way to bring awareness to issues, compared to 71% of users who never or rarely post. Similarly, social media users who post more frequently are more likely to see social media as effective for changing minds in 13 countries, for influencing policy decisions in 15 countries, and bringing elected officials’ attention to issues in 12 nations.

People’s views of social media as a way to spread awareness or affect change are additionally related to how they see democracy. The beliefs that social media is effective for influencing policy decisions and for bringing issues to the attention of elected officials or the public are especially common among people who also believe they have a say in politics. For example, in Germany, 60% of people who say people like them have at least a fair amount of influence on politics also say social media is effective for affecting policy choices. In comparison, 43% of Germans who do not think they have a say in politics also think social media can influence policy decisions.

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How is social media influencing education?

Insights from our latest survey of college students with morning consult.

The next time you're on a campus, take a look around. Chances are most people will be looking down at a screen. As research repeatedly confirms, 18-29-year-olds are the biggest users of social media. Liking, posting and scrolling has become as much a part of the daily routine as brushing teeth or getting dressed—and it's starting to transform the way students want to study and learn.

What does this shift mean, and how can educators best support students in and out of the classroom? To find out, we partnered with Morning Consult to survey 500 undergraduate students around the country about their school experiences, learning and studying pain points, social media use, and awareness and use of online study apps. The survey was part of our research for the development of SHARPEN, a new mobile app we launched this month that delivers content in social-friendly formats.

Students' answers shed new light on how and where learners want to get their information and ways educators can support them.

Here are five important insights we learned.

1. Social media is a go-to resource for class content.

College students are using social media for more than just checking out funny memes and videos. A majority of survey respondents also turn to these platforms to help find information for class.

2. Social media's format fits into students' busy lives.

Whether they're juggling work or outside demands alongside school, learners are busier than ever. Survey respondents say they appreciate the convenience and engaging format of social media—a two-minute video instead of, say, a five-page article. 

3. Video is hands-down the format of choice for many undergraduates.

More than half of students we surveyed say they turn to YouTube when they need help with classwork, with TikTok a distant second.

4. Social media content may be engaging, but students say it's not always credible.

Not all information is created equal. More than three-quarters of survey respondents say they regard information they find on social media with a degree of skepticism. 

5. Many students say they'd prefer if trusted learning content were as convenient and engaging as the content they find social media.

Social media content is designed to be easy to access and digest. If those same qualities could be applied to credible learning content, students say they’d be more likely to study and retain the material.

As students' study habits shift, McGraw Hill continues to adapt to meet their changing needs. In fact, that was the inspiration behind our new SHARPEN app, which delivers complimentary learning materials students need in the formats they prefer, such as short videos, continuous content feeds and swipe-able study tools. To learn more, visit www.mheducation.com/sharpen .

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The effect of social media on the development of students’ affective variables

1 Science and Technology Department, Nanjing University of Posts and Telecommunications, Nanjing, China

2 School of Marxism, Hohai University, Nanjing, Jiangsu, China

3 Government Enterprise Customer Center, China Mobile Group Jiangsu Co., Ltd., Nanjing, China

The use of social media is incomparably on the rise among students, influenced by the globalized forms of communication and the post-pandemic rush to use multiple social media platforms for education in different fields of study. Though social media has created tremendous chances for sharing ideas and emotions, the kind of social support it provides might fail to meet students’ emotional needs, or the alleged positive effects might be short-lasting. In recent years, several studies have been conducted to explore the potential effects of social media on students’ affective traits, such as stress, anxiety, depression, and so on. The present paper reviews the findings of the exemplary published works of research to shed light on the positive and negative potential effects of the massive use of social media on students’ emotional well-being. This review can be insightful for teachers who tend to take the potential psychological effects of social media for granted. They may want to know more about the actual effects of the over-reliance on and the excessive (and actually obsessive) use of social media on students’ developing certain images of self and certain emotions which are not necessarily positive. There will be implications for pre- and in-service teacher training and professional development programs and all those involved in student affairs.

Introduction

Social media has turned into an essential element of individuals’ lives including students in today’s world of communication. Its use is growing significantly more than ever before especially in the post-pandemic era, marked by a great revolution happening to the educational systems. Recent investigations of using social media show that approximately 3 billion individuals worldwide are now communicating via social media ( Iwamoto and Chun, 2020 ). This growing population of social media users is spending more and more time on social network groupings, as facts and figures show that individuals spend 2 h a day, on average, on a variety of social media applications, exchanging pictures and messages, updating status, tweeting, favoring, and commenting on many updated socially shared information ( Abbott, 2017 ).

Researchers have begun to investigate the psychological effects of using social media on students’ lives. Chukwuere and Chukwuere (2017) maintained that social media platforms can be considered the most important source of changing individuals’ mood, because when someone is passively using a social media platform seemingly with no special purpose, s/he can finally feel that his/her mood has changed as a function of the nature of content overviewed. Therefore, positive and negative moods can easily be transferred among the population using social media networks ( Chukwuere and Chukwuere, 2017 ). This may become increasingly important as students are seen to be using social media platforms more than before and social networking is becoming an integral aspect of their lives. As described by Iwamoto and Chun (2020) , when students are affected by social media posts, especially due to the increasing reliance on social media use in life, they may be encouraged to begin comparing themselves to others or develop great unrealistic expectations of themselves or others, which can have several affective consequences.

Considering the increasing influence of social media on education, the present paper aims to focus on the affective variables such as depression, stress, and anxiety, and how social media can possibly increase or decrease these emotions in student life. The exemplary works of research on this topic in recent years will be reviewed here, hoping to shed light on the positive and negative effects of these ever-growing influential platforms on the psychology of students.

Significance of the study

Though social media, as the name suggests, is expected to keep people connected, probably this social connection is only superficial, and not adequately deep and meaningful to help individuals feel emotionally attached to others. The psychological effects of social media on student life need to be studied in more depth to see whether social media really acts as a social support for students and whether students can use social media to cope with negative emotions and develop positive feelings or not. In other words, knowledge of the potential effects of the growing use of social media on students’ emotional well-being can bridge the gap between the alleged promises of social media and what it actually has to offer to students in terms of self-concept, self-respect, social role, and coping strategies (for stress, anxiety, etc.).

Exemplary general literature on psychological effects of social media

Before getting down to the effects of social media on students’ emotional well-being, some exemplary works of research in recent years on the topic among general populations are reviewed. For one, Aalbers et al. (2018) reported that individuals who spent more time passively working with social media suffered from more intense levels of hopelessness, loneliness, depression, and perceived inferiority. For another, Tang et al. (2013) observed that the procedures of sharing information, commenting, showing likes and dislikes, posting messages, and doing other common activities on social media are correlated with higher stress. Similarly, Ley et al. (2014) described that people who spend 2 h, on average, on social media applications will face many tragic news, posts, and stories which can raise the total intensity of their stress. This stress-provoking effect of social media has been also pinpointed by Weng and Menczer (2015) , who contended that social media becomes a main source of stress because people often share all kinds of posts, comments, and stories ranging from politics and economics, to personal and social affairs. According to Iwamoto and Chun (2020) , anxiety and depression are the negative emotions that an individual may develop when some source of stress is present. In other words, when social media sources become stress-inducing, there are high chances that anxiety and depression also develop.

Charoensukmongkol (2018) reckoned that the mental health and well-being of the global population can be at a great risk through the uncontrolled massive use of social media. These researchers also showed that social media sources can exert negative affective impacts on teenagers, as they can induce more envy and social comparison. According to Fleck and Johnson-Migalski (2015) , though social media, at first, plays the role of a stress-coping strategy, when individuals continue to see stressful conditions (probably experienced and shared by others in media), they begin to develop stress through the passage of time. Chukwuere and Chukwuere (2017) maintained that social media platforms continue to be the major source of changing mood among general populations. For example, someone might be passively using a social media sphere, and s/he may finally find him/herself with a changed mood depending on the nature of the content faced. Then, this good or bad mood is easily shared with others in a flash through the social media. Finally, as Alahmar (2016) described, social media exposes people especially the young generation to new exciting activities and events that may attract them and keep them engaged in different media contexts for hours just passing their time. It usually leads to reduced productivity, reduced academic achievement, and addiction to constant media use ( Alahmar, 2016 ).

The number of studies on the potential psychological effects of social media on people in general is higher than those selectively addressed here. For further insights into this issue, some other suggested works of research include Chang (2012) , Sriwilai and Charoensukmongkol (2016) , and Zareen et al. (2016) . Now, we move to the studies that more specifically explored the effects of social media on students’ affective states.

Review of the affective influences of social media on students

Vygotsky’s mediational theory (see Fernyhough, 2008 ) can be regarded as a main theoretical background for the support of social media on learners’ affective states. Based on this theory, social media can play the role of a mediational means between learners and the real environment. Learners’ understanding of this environment can be mediated by the image shaped via social media. This image can be either close to or different from the reality. In the case of the former, learners can develop their self-image and self-esteem. In the case of the latter, learners might develop unrealistic expectations of themselves by comparing themselves to others. As it will be reviewed below among the affective variables increased or decreased in students under the influence of the massive use of social media are anxiety, stress, depression, distress, rumination, and self-esteem. These effects have been explored more among school students in the age range of 13–18 than university students (above 18), but some studies were investigated among college students as well. Exemplary works of research on these affective variables are reviewed here.

In a cross-sectional study, O’Dea and Campbell (2011) explored the impact of online interactions of social networks on the psychological distress of adolescent students. These researchers found a negative correlation between the time spent on social networking and mental distress. Dumitrache et al. (2012) explored the relations between depression and the identity associated with the use of the popular social media, the Facebook. This study showed significant associations between depression and the number of identity-related information pieces shared on this social network. Neira and Barber (2014) explored the relationship between students’ social media use and depressed mood at teenage. No significant correlation was found between these two variables. In the same year, Tsitsika et al. (2014) explored the associations between excessive use of social media and internalizing emotions. These researchers found a positive correlation between more than 2-h a day use of social media and anxiety and depression.

Hanprathet et al. (2015) reported a statistically significant positive correlation between addiction to Facebook and depression among about a thousand high school students in wealthy populations of Thailand and warned against this psychological threat. Sampasa-Kanyinga and Lewis (2015) examined the relationship between social media use and psychological distress. These researchers found that the use of social media for more than 2 h a day was correlated with a higher intensity of psychological distress. Banjanin et al. (2015) tested the relationship between too much use of social networking and depression, yet found no statistically significant correlation between these two variables. Frison and Eggermont (2016) examined the relationships between different forms of Facebook use, perceived social support of social media, and male and female students’ depressed mood. These researchers found a positive association between the passive use of the Facebook and depression and also between the active use of the social media and depression. Furthermore, the perceived social support of the social media was found to mediate this association. Besides, gender was found as the other factor to mediate this relationship.

Vernon et al. (2017) explored change in negative investment in social networking in relation to change in depression and externalizing behavior. These researchers found that increased investment in social media predicted higher depression in adolescent students, which was a function of the effect of higher levels of disrupted sleep. Barry et al. (2017) explored the associations between the use of social media by adolescents and their psychosocial adjustment. Social media activity showed to be positively and moderately associated with depression and anxiety. Another investigation was focused on secondary school students in China conducted by Li et al. (2017) . The findings showed a mediating role of insomnia on the significant correlation between depression and addiction to social media. In the same year, Yan et al. (2017) aimed to explore the time spent on social networks and its correlation with anxiety among middle school students. They found a significant positive correlation between more than 2-h use of social networks and the intensity of anxiety.

Also in China, Wang et al. (2018) showed that addiction to social networking sites was correlated positively with depression, and this correlation was mediated by rumination. These researchers also found that this mediating effect was moderated by self-esteem. It means that the effect of addiction on depression was compounded by low self-esteem through rumination. In another work of research, Drouin et al. (2018) showed that though social media is expected to act as a form of social support for the majority of university students, it can adversely affect students’ mental well-being, especially for those who already have high levels of anxiety and depression. In their research, the social media resources were found to be stress-inducing for half of the participants, all university students. The higher education population was also studied by Iwamoto and Chun (2020) . These researchers investigated the emotional effects of social media in higher education and found that the socially supportive role of social media was overshadowed in the long run in university students’ lives and, instead, fed into their perceived depression, anxiety, and stress.

Keles et al. (2020) provided a systematic review of the effect of social media on young and teenage students’ depression, psychological distress, and anxiety. They found that depression acted as the most frequent affective variable measured. The most salient risk factors of psychological distress, anxiety, and depression based on the systematic review were activities such as repeated checking for messages, personal investment, the time spent on social media, and problematic or addictive use. Similarly, Mathewson (2020) investigated the effect of using social media on college students’ mental health. The participants stated the experience of anxiety, depression, and suicidality (thoughts of suicide or attempts to suicide). The findings showed that the types and frequency of using social media and the students’ perceived mental health were significantly correlated with each other.

The body of research on the effect of social media on students’ affective and emotional states has led to mixed results. The existing literature shows that there are some positive and some negative affective impacts. Yet, it seems that the latter is pre-dominant. Mathewson (2020) attributed these divergent positive and negative effects to the different theoretical frameworks adopted in different studies and also the different contexts (different countries with whole different educational systems). According to Fredrickson’s broaden-and-build theory of positive emotions ( Fredrickson, 2001 ), the mental repertoires of learners can be built and broadened by how they feel. For instance, some external stimuli might provoke negative emotions such as anxiety and depression in learners. Having experienced these negative emotions, students might repeatedly check their messages on social media or get addicted to them. As a result, their cognitive repertoire and mental capacity might become limited and they might lose their concentration during their learning process. On the other hand, it should be noted that by feeling positive, learners might take full advantage of the affordances of the social media and; thus, be able to follow their learning goals strategically. This point should be highlighted that the link between the use of social media and affective states is bi-directional. Therefore, strategic use of social media or its addictive use by students can direct them toward either positive experiences like enjoyment or negative ones such as anxiety and depression. Also, these mixed positive and negative effects are similar to the findings of several other relevant studies on general populations’ psychological and emotional health. A number of studies (with general research populations not necessarily students) showed that social networks have facilitated the way of staying in touch with family and friends living far away as well as an increased social support ( Zhang, 2017 ). Given the positive and negative emotional effects of social media, social media can either scaffold the emotional repertoire of students, which can develop positive emotions in learners, or induce negative provokers in them, based on which learners might feel negative emotions such as anxiety and depression. However, admittedly, social media has also generated a domain that encourages the act of comparing lives, and striving for approval; therefore, it establishes and internalizes unrealistic perceptions ( Virden et al., 2014 ; Radovic et al., 2017 ).

It should be mentioned that the susceptibility of affective variables to social media should be interpreted from a dynamic lens. This means that the ecology of the social media can make changes in the emotional experiences of learners. More specifically, students’ affective variables might self-organize into different states under the influence of social media. As for the positive correlation found in many studies between the use of social media and such negative effects as anxiety, depression, and stress, it can be hypothesized that this correlation is induced by the continuous comparison the individual makes and the perception that others are doing better than him/her influenced by the posts that appear on social media. Using social media can play a major role in university students’ psychological well-being than expected. Though most of these studies were correlational, and correlation is not the same as causation, as the studies show that the number of participants experiencing these negative emotions under the influence of social media is significantly high, more extensive research is highly suggested to explore causal effects ( Mathewson, 2020 ).

As the review of exemplary studies showed, some believed that social media increased comparisons that students made between themselves and others. This finding ratifies the relevance of the Interpretation Comparison Model ( Stapel and Koomen, 2000 ; Stapel, 2007 ) and Festinger’s (1954) Social Comparison Theory. Concerning the negative effects of social media on students’ psychology, it can be argued that individuals may fail to understand that the content presented in social media is usually changed to only represent the attractive aspects of people’s lives, showing an unrealistic image of things. We can add that this argument also supports the relevance of the Social Comparison Theory and the Interpretation Comparison Model ( Stapel and Koomen, 2000 ; Stapel, 2007 ), because social media sets standards that students think they should compare themselves with. A constant observation of how other students or peers are showing their instances of achievement leads to higher self-evaluation ( Stapel and Koomen, 2000 ). It is conjectured that the ubiquitous role of social media in student life establishes unrealistic expectations and promotes continuous comparison as also pinpointed in the Interpretation Comparison Model ( Stapel and Koomen, 2000 ; Stapel, 2007 ).

Implications of the study

The use of social media is ever increasing among students, both at school and university, which is partly because of the promises of technological advances in communication services and partly because of the increased use of social networks for educational purposes in recent years after the pandemic. This consistent use of social media is not expected to leave students’ psychological, affective and emotional states untouched. Thus, it is necessary to know how the growing usage of social networks is associated with students’ affective health on different aspects. Therefore, we found it useful to summarize the research findings in recent years in this respect. If those somehow in charge of student affairs in educational settings are aware of the potential positive or negative effects of social media usage on students, they can better understand the complexities of students’ needs and are better capable of meeting them.

Psychological counseling programs can be initiated at schools or universities to check upon the latest state of students’ mental and emotional health influenced by the pervasive use of social media. The counselors can be made aware of the potential adverse effects of social networking and can adapt the content of their inquiries accordingly. Knowledge of the potential reasons for student anxiety, depression, and stress can help school or university counselors to find individualized coping strategies when they diagnose any symptom of distress in students influenced by an excessive use of social networking.

Admittedly, it is neither possible to discard the use of social media in today’s academic life, nor to keep students’ use of social networks fully controlled. Certainly, the educational space in today’s world cannot do without the social media, which has turned into an integral part of everybody’s life. Yet, probably students need to be instructed on how to take advantage of the media and to be the least affected negatively by its occasional superficial and unrepresentative content. Compensatory programs might be needed at schools or universities to encourage students to avoid making unrealistic and impartial comparisons of themselves and the flamboyant images of others displayed on social media. Students can be taught to develop self-appreciation and self-care while continuing to use the media to their benefit.

The teachers’ role as well as the curriculum developers’ role are becoming more important than ever, as they can significantly help to moderate the adverse effects of the pervasive social media use on students’ mental and emotional health. The kind of groupings formed for instructional purposes, for example, in social media can be done with greater care by teachers to make sure that the members of the groups are homogeneous and the tasks and activities shared in the groups are quite relevant and realistic. The teachers cannot always be in a full control of students’ use of social media, and the other fact is that students do not always and only use social media for educational purposes. They spend more time on social media for communicating with friends or strangers or possibly they just passively receive the content produced out of any educational scope just for entertainment. This uncontrolled and unrealistic content may give them a false image of life events and can threaten their mental and emotional health. Thus, teachers can try to make students aware of the potential hazards of investing too much of their time on following pages or people that publish false and misleading information about their personal or social identities. As students, logically expected, spend more time with their teachers than counselors, they may be better and more receptive to the advice given by the former than the latter.

Teachers may not be in full control of their students’ use of social media, but they have always played an active role in motivating or demotivating students to take particular measures in their academic lives. If teachers are informed of the recent research findings about the potential effects of massively using social media on students, they may find ways to reduce students’ distraction or confusion in class due to the excessive or over-reliant use of these networks. Educators may more often be mesmerized by the promises of technology-, computer- and mobile-assisted learning. They may tend to encourage the use of social media hoping to benefit students’ social and interpersonal skills, self-confidence, stress-managing and the like. Yet, they may be unaware of the potential adverse effects on students’ emotional well-being and, thus, may find the review of the recent relevant research findings insightful. Also, teachers can mediate between learners and social media to manipulate the time learners spend on social media. Research has mainly indicated that students’ emotional experiences are mainly dependent on teachers’ pedagogical approach. They should refrain learners from excessive use of, or overreliance on, social media. Raising learners’ awareness of this fact that individuals should develop their own path of development for learning, and not build their development based on unrealistic comparison of their competences with those of others, can help them consider positive values for their activities on social media and, thus, experience positive emotions.

At higher education, students’ needs are more life-like. For example, their employment-seeking spirits might lead them to create accounts in many social networks, hoping for a better future. However, membership in many of these networks may end in the mere waste of the time that could otherwise be spent on actual on-campus cooperative projects. Universities can provide more on-campus resources both for research and work experience purposes from which the students can benefit more than the cyberspace that can be tricky on many occasions. Two main theories underlying some negative emotions like boredom and anxiety are over-stimulation and under-stimulation. Thus, what learners feel out of their involvement in social media might be directed toward negative emotions due to the stimulating environment of social media. This stimulating environment makes learners rely too much, and spend too much time, on social media or use them obsessively. As a result, they might feel anxious or depressed. Given the ubiquity of social media, these negative emotions can be replaced with positive emotions if learners become aware of the psychological effects of social media. Regarding the affordances of social media for learners, they can take advantage of the potential affordances of these media such as improving their literacy, broadening their communication skills, or enhancing their distance learning opportunities.

A review of the research findings on the relationship between social media and students’ affective traits revealed both positive and negative findings. Yet, the instances of the latter were more salient and the negative psychological symptoms such as depression, anxiety, and stress have been far from negligible. These findings were discussed in relation to some more relevant theories such as the social comparison theory, which predicted that most of the potential issues with the young generation’s excessive use of social media were induced by the unfair comparisons they made between their own lives and the unrealistic portrayal of others’ on social media. Teachers, education policymakers, curriculum developers, and all those in charge of the student affairs at schools and universities should be made aware of the psychological effects of the pervasive use of social media on students, and the potential threats.

It should be reminded that the alleged socially supportive and communicative promises of the prevalent use of social networking in student life might not be fully realized in practice. Students may lose self-appreciation and gratitude when they compare their current state of life with the snapshots of others’ or peers’. A depressed or stressed-out mood can follow. Students at schools or universities need to learn self-worth to resist the adverse effects of the superficial support they receive from social media. Along this way, they should be assisted by the family and those in charge at schools or universities, most importantly the teachers. As already suggested, counseling programs might help with raising students’ awareness of the potential psychological threats of social media to their health. Considering the ubiquity of social media in everybody’ life including student life worldwide, it seems that more coping and compensatory strategies should be contrived to moderate the adverse psychological effects of the pervasive use of social media on students. Also, the affective influences of social media should not be generalized but they need to be interpreted from an ecological or contextual perspective. This means that learners might have different emotions at different times or different contexts while being involved in social media. More specifically, given the stative approach to learners’ emotions, what learners emotionally experience in their application of social media can be bound to their intra-personal and interpersonal experiences. This means that the same learner at different time points might go through different emotions Also, learners’ emotional states as a result of their engagement in social media cannot be necessarily generalized to all learners in a class.

As the majority of studies on the psychological effects of social media on student life have been conducted on school students than in higher education, it seems it is too soon to make any conclusive remark on this population exclusively. Probably, in future, further studies of the psychological complexities of students at higher education and a better knowledge of their needs can pave the way for making more insightful conclusions about the effects of social media on their affective states.

Suggestions for further research

The majority of studies on the potential effects of social media usage on students’ psychological well-being are either quantitative or qualitative in type, each with many limitations. Presumably, mixed approaches in near future can better provide a comprehensive assessment of these potential associations. Moreover, most studies on this topic have been cross-sectional in type. There is a significant dearth of longitudinal investigation on the effect of social media on developing positive or negative emotions in students. This seems to be essential as different affective factors such as anxiety, stress, self-esteem, and the like have a developmental nature. Traditional research methods with single-shot designs for data collection fail to capture the nuances of changes in these affective variables. It can be expected that more longitudinal studies in future can show how the continuous use of social media can affect the fluctuations of any of these affective variables during the different academic courses students pass at school or university.

As already raised in some works of research reviewed, the different patterns of impacts of social media on student life depend largely on the educational context. Thus, the same research designs with the same academic grade students and even the same age groups can lead to different findings concerning the effects of social media on student psychology in different countries. In other words, the potential positive and negative effects of popular social media like Facebook, Snapchat, Twitter, etc., on students’ affective conditions can differ across different educational settings in different host countries. Thus, significantly more research is needed in different contexts and cultures to compare the results.

There is also a need for further research on the higher education students and how their affective conditions are positively and negatively affected by the prevalent use of social media. University students’ psychological needs might be different from other academic grades and, thus, the patterns of changes that the overall use of social networking can create in their emotions can be also different. Their main reasons for using social media might be different from school students as well, which need to be investigated more thoroughly. The sorts of interventions needed to moderate the potential negative effects of social networking on them can be different too, all requiring a new line of research in education domain.

Finally, there are hopes that considering the ever-increasing popularity of social networking in education, the potential psychological effects of social media on teachers be explored as well. Though teacher psychology has only recently been considered for research, the literature has provided profound insights into teachers developing stress, motivation, self-esteem, and many other emotions. In today’s world driven by global communications in the cyberspace, teachers like everyone else are affecting and being affected by social networking. The comparison theory can hold true for teachers too. Thus, similar threats (of social media) to self-esteem and self-worth can be there for teachers too besides students, which are worth investigating qualitatively and quantitatively.

Probably a new line of research can be initiated to explore the co-development of teacher and learner psychological traits under the influence of social media use in longitudinal studies. These will certainly entail sophisticated research methods to be capable of unraveling the nuances of variation in these traits and their mutual effects, for example, stress, motivation, and self-esteem. If these are incorporated within mixed-approach works of research, more comprehensive and better insightful findings can be expected to emerge. Correlational studies need to be followed by causal studies in educational settings. As many conditions of the educational settings do not allow for having control groups or randomization, probably, experimental studies do not help with this. Innovative research methods, case studies or else, can be used to further explore the causal relations among the different features of social media use and the development of different affective variables in teachers or learners. Examples of such innovative research methods can be process tracing, qualitative comparative analysis, and longitudinal latent factor modeling (for a more comprehensive view, see Hiver and Al-Hoorie, 2019 ).

Author contributions

Both authors listed have made a substantial, direct, and intellectual contribution to the work, and approved it for publication.

This study was sponsored by Wuxi Philosophy and Social Sciences bidding project—“Special Project for Safeguarding the Rights and Interests of Workers in the New Form of Employment” (Grant No. WXSK22-GH-13). This study was sponsored by the Key Project of Party Building and Ideological and Political Education Research of Nanjing University of Posts and Telecommunications—“Research on the Guidance and Countermeasures of Network Public Opinion in Colleges and Universities in the Modern Times” (Grant No. XC 2021002).

Conflict of interest

Author XX was employed by China Mobile Group Jiangsu Co., Ltd. The remaining author declares that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Publisher’s note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

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Class of 2024 reflects on college years marked by COVID-19, protests and life’s lost milestones

On a recent afternoon, Grant Oh zigzagged across the University of Southern California campus as if he was conquering an obstacle course, coming up against police blockade after police blockade on his way to his apartment while officers arrested demonstrators protesting the Israel-Hamas war.

In many ways, the chaotic moment was the culmination of a college life that started amid the coronavirus pandemic and has been marked by continual upheaval in what has become a constant battle for normalcy. Oh already missed his prom and his high school graduation as COVID-19 surged in 2020. He started college with online classes. Now the 20-year-old will add another missed milestone to his life: USC has  canceled its main commencement ceremony  that was expected to be attended by 65,000 people.

His only graduation ceremony was in middle school and there were no caps and gowns.

“It’s crazy because I remember starting freshman year with the start of the Russian invasion of Ukraine, which came after senior year of high school when the Black Lives Matter protests were happening and COVID, and xenophobia,” he said “It feels definitely surreal. It still shocks me that we live in a world that is so fired up and so willing to tear itself apart.”

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Oh, who is getting a degree in health promotion and disease prevention, added that his loss of a memorable moment pales in comparison to what is happening: “At the end of the day, people are dying.”

College campuses have always been a hotbed for protests from the civil rights era to the Vietnam war to demonstrations over apartheid in South Africa. But students today also carry additional stresses from having lived through the isolation and fear from the pandemic, and the daily influence of social media that amplifies the world’s wrongs like never before, experts say.

It’s not just about missed milestones. Study after study shows Generation Z suffers from much higher rates of anxiety and depression than Millennials, said Jean Twenge, a psychologist and professor at San Diego State University, who wrote a book called “Generations.” She attributes much of that to the fact that negativity spreads faster and wider on social media than positive posts.

“Gen Z, they tend to be much more pessimistic than Millennials,” she said. “The question going forward is do they take this pessimism and turn it into concrete action and change, or do they turn it into annihilation and chaos?”

Protesters have  pitched tents on campuses  from Harvard and MIT to Stanford and the University of Texas, Austin, raising tensions as many schools prepare for spring commencements. Hundreds of students have been arrested across the country. Inspired by demonstrations at  Columbia University , students at more than a dozen U.S. colleges have formed pro-Palestinian encampments and pledged to stay put until their demands are met.

The campus will be closed for the semester at California State Polytechnic University, Humboldt, which has been negotiating with students who have been barricaded inside a campus building since Monday, rebuffing an attempt by the police to clear them out.

USC announced Thursday that it would be calling off its main graduation ceremony after protests erupted over not only the Israel-Hamas war but the school’s decision earlier this month to  call off the commencement speech by its valedictorian  Asna Tabassum, who expressed support for Palestinians. Officials cited security concerns.

“By trying to silence Asna, it made everything way worse,” Oh said, adding that he hopes there will be no violence on graduation day May 10 when smaller ceremonies will be held by different departments.

Maurielle McGarvey graduated from high school in 2019 so was able to have a ceremony but then she took a gap year when many universities held classes only online. McGarvey, who is getting a degree in screenwriting with a minor in gender and social justice studies at USC, called the cancellations “heartbreaking,” and said the situation has been grossly mishandled by the university. She said police with batons came at her yelling as she held a banner while she and fellow demonstrators said a Jewish prayer.

“It’s definitely been like an overall diminished experience and to take away like the last sort of like typical thing that this class was allowed after having so many weird restrictions, so many customs and traditions changed,” she said. “It’s such a bummer.”

She said the email by the university announcing the cancellation particularly stung with its link to photos of past graduates in gowns tossing up their caps and cheering. “That’s just insult to injury,” she said.

Students at other universities were equally glum.

“Our grade is cursed,” said Abbie Barkan of Atlanta, 21, who is graduating from the University of Texas in two weeks with a journalism degree and who was among a group of Jewish students waving flags and chanting at a counter-protest Thursday near a pro-Palestinian demonstration on campus.

University of Minnesota senior Sarah Dawley, who participated in pro-Palestinian protests, is grateful graduation plans have not changed at her school. But she said the past weeks have left her with a mix of emotions. She’s been dismayed to watch colleges call in police.

But she said she also feels hope after having gone through the pandemic and become part of a community that stands up for what they believe in.

“I think a lot of people are going to go on to do cool things because after all this, we care a lot,” she said.

Watson reported from San Diego. AP journalists Stefanie Dazio and Eugene Garcia in Los Angeles, Mark Vancleave in Minneapolis, Jim Vertuno and Acacia Coronado in Austin, Texas, and Rodrique Ngowi in Boston contributed to this report.

• Some Jewish U of M students report increased antisemitism amid Gaza demonstrations
• Minneapolis Public Schools, teachers reach tentative agreement overnight
• Minneapolis teachers set to vote this week on strike authorization

Press release

New UNESCO report warns social media affects girls’ well-being, learning and career choices

Children’s social lives are increasingly playing out on social media. But all too often, algorithm-driven platforms amplify exposure to negative gender norms. Ethical considerations must be taken into account in the design of these platforms. Social media should not confine women and girls to roles that limit their educational and career aspirations.

Social media negatively affects well-being and reinforces gender stereotypes 

Entitled  Technology on Her Terms , the report warns that algorithm-driven, image-based content, especially on social media, can expose girls to material ranging from sexual content to videos that glorify unhealthy behaviours or unrealistic body standards. This exposure can have particularly detrimental effects on girls’ self-esteem and body image. In turn, this impacts girls’ mental health and well-being, which are essential for academic success. 

The UNESCO report cites Facebook’s own research, which found that 32% of teenage girls said that, when they felt bad about their bodies, Instagram made them feel worse. It also underlines the addictive design of TikTok, characterized by short, engaging videos. This instant-gratification model may affect attention spans and learning habits, making sustained concentration on educational and extracurricular tasks more challenging.

Girls also suffer more cyberbullying than boys. On average, across OECD countries with available data, 12% of 15-year-old girls reported having been cyberbullied, compared to 8% of boys. This situation is compounded by the rise of image-based sexual content, AI-generated deepfakes and ‘self-generated’ sexual imagery circulating on-line and in classrooms. Female students in several countries interviewed for the report said that they were exposed to pictures or videos they did not want to see.

The results demonstrate the importance of greater investment in education – including media and information literacy – and smarter regulation of digital platforms, in line with  UNESCO’s Guidelines for the Governance of Digital Platforms , launched in November last year.

Negative gender stereotypes dampen girls’ STEM aspirations

All these factors create a feedback loop: in which girls are exposed to negative gender norms that are amplified by social media, are steered away from studying science, technology, engineering and mathematics (STEM) subjects that are considered male-oriented fields, and are deprived of the opportunity to shape the very tools that expose them to these stereotypes.

According to UNESCO data, women make up only 35% of tertiary STEM graduates around the world, a figure that has not changed in the past 10 years. The report shows that persistent biases deter women from pursuing STEM careers – ultimately resulting in a lack of women in the technology workforce. 

Women hold less than 25% of science, engineering, information and communication technologies jobs. They constitute only 26% of employees in data and artificial intelligence, 15% in engineering, and 12% in cloud computing across the world's leading economies. Only 17% of patent applications are filed by women globally. 

Evidence shows that the digital transformation is being led by men. Although 68% of countries have policies in place to support STEM education, only half of these policies specifically support girls and women. Policy efforts should seek to promote role models, including on social media, to encourage career choices in STEM among young women. Improving girls’ access to STEM studies is key to ensuring that women participate on equal terms in the digital transformation of our societies, and supporting the design of truly inclusive technologies.

About UNESCO

With 194 Member States, the United Nations Educational, Scientific and Cultural Organization contributes to peace and security by leading multilateral cooperation on education, science, culture, communication and information. Headquartered in Paris, UNESCO has offices in 54 countries and employs over 2300 people. UNESCO oversees more than 2000 World Heritage sites, Biosphere Reserves and Global Geoparks; networks of Creative, Learning, Inclusive and Sustainable Cities; and over 13 000 associated schools, university chairs, training and research institutions. Its Director-General is Audrey Azoulay.

“Since wars begin in the minds of men, it is in the minds of men that the defenses of peace must be constructed” – UNESCO Constitution, 1945. 

More information:  www.unesco.org

About The Global Education Monitoring Report (GEM)

Established in 2002, the GEM Report is an editorially independent report, hosted and published by UNESCO. At the 2015 World Education Forum, it received a mandate from 160 governments to monitor and report on progress on education in the Sustainable Development Goals (SDGs), with particular reference to the SDG 4 monitoring framework, and the implementation of national and international strategies to help hold all relevant partners to account for their commitments.

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