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Article

Self-Regulation of Internet Behaviors on Social Media Platforms

Department of Psychology, University of Toronto Scarborough, Scarborough, ON M1C 1A4, Canada
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Author to whom correspondence should be addressed.
Societies 2024, 14(11), 220; https://doi.org/10.3390/soc14110220
Submission received: 22 July 2024 / Revised: 12 October 2024 / Accepted: 22 October 2024 / Published: 26 October 2024

Abstract

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The current research sought a comprehensive understanding about the consequences of information-sharing behavior on social media, given public concerns about privacy violations. We used a mixed-methods approach to investigate the influence of the self on “revealing” and emotional “healing” experiences online. Respondents completed a survey measuring sense of self and motivations for using social media, as well as revealing and healing attitudes and behavior. We conducted a principal component factor analysis on separate parts of the survey and ran Pearson correlations of the emerging factors. Qualitative data describing experiences of online self-disclosure were used to illustrate the correlational findings. The “revealing” factors contrasted adaptive with maladaptive and naïve posting. The sense of self, as well as motivations for social media use, influenced whether users engaged in destructive posting behaviors. The “healing” factors were associated with positive motivations for self-disclosure, seeking a supportive online community, and building resilience. Correlational data revealed that respondents with an insecure or asocial sense of self felt the greater need for online self-disclosure. Motivations to self-disclose online and experiences of “healing”, with the help of a supportive online community, depended on whether the sense of self was secure, insecure, or asocial.

1. Introduction

The frequency of user activity on social media has led to concerns about user dependency, as shown by 40% of Americans who report that abandoning social media would be difficult [1]. Social media’s dominating presence gave rise to questions about its influence on users, including matters of privacy. For instance, the public perceives their online privacy to be invaded across social, informational, physical, and psychological domains [2]. These public perceptions appear to be on the rise, since privacy concerns have increased for both infrequent and frequent Facebook users [3]. This leads to worries about maladaptive behavior in social media engagement.
According to the Privacy Paradox, people can reveal personal information online while simultaneously being concerned about privacy [4]. This discrepancy may be driven by a need for instant gratification and social rewards (e.g., relationship building) which are attained through self-disclosure [5,6,7]. However, the Privacy Paradox effect vanishes if one worries about potential consequences [8]. Past studies on this problem have shown that experiences with self-disclosure are complex and multilayered. In relation to “revealing”, a deficiency in conscious self-regulation, obsessive internet-related thoughts, and dependency for mood regulation may drive depressed or lonely individuals to engage in problematic internet use [9]. This implies that personal needs may lead users to engage with the internet in problematic ways. Risks to self-disclosure on social media include identity theft, the misuse of personal content, inappropriate messages, diminished relationship quality, and cyberbullying [10,11].
From a “healing” perspective, users may reap significant emotional and social benefits from online self-disclosure. An individual’s sense of self can influence the relationship between social media behaviors and needs being met. For instance, lonely and anxious individuals are more likely to socialize online to compensate for their poor offline social connectedness [12,13]. Online interactions may fulfill needs for relatedness [14] and relieve feelings of loneliness [15]. Since asocial users rely on digital media to share emotions, beliefs, and interests with a larger network [16], they may have a greater sensitivity to feedback. One study found the frequency of online social interactions to be positively correlated with a user’s perceived social support [17]. Furthermore, the motivation for social engagement can predict greater sharing of personal stories with honesty and positivity [18,19].
A Privacy Calculus involves weighing the pros and cons before self-disclosing [4,6]. Those motivated by risk aversion and a concern for impression management may avoid posting content for fear of retribution, conflict, and identity theft [20]. However, users motivated by social or emotional needs may be more likely to self-disclose online. For instance, those suffering from intense emotional distress are more likely to vent and seek help on social media if they perceive higher benefits than risks to self-disclosure [21]. In fact, past studies suggest the that positive effects of internet activity on social relationship quality result from frequent online self-disclosure [22]. More online interaction facilitates intimate self-disclosure and a sense of social connectedness, leading to improved well-being [23,24,25,26]. Moreover, readers of other users’ personal posts can experience vicarious emotional satisfaction and a sense of community [27]. Socially competent individuals may simply use social media as an additional avenue for interactions [28].
The literature suggests that concerns about privacy and online self-disclosure are greatly influenced by self-esteem. As it is harder to detect negative feedback during face-to-face interactions, individuals with lower self-esteem may perceive social media as a safe space for interaction [29]. However, unlike their higher self-esteem counterparts, they are not tuned to opportunities for the benefits of interpersonal connections [29,30]. This may be due to the kinds of content they post, which appear to be negative in nature or unappealing to their audiences [30]. The need for interpersonal connection in low-self-esteemed users may, regrettably, lead to problematic social media use and addiction, social comparison, and the oversharing of personal information [31,32,33].
Previous research has investigated explanatory variables for online self-disclosure and subsequent consequences. However, the literature has yet to combine the two to form a holistic view of user activity on social media. This leads to our main research question: how does one’s sense of self influence self-disclosure behaviors on social media and the resulting experiences of crisis or healing? We adopted a concurrent nested mixed-methods design, using a survey to collect quantitative and qualitative data. The qualitative data of respondents were used to illustrate the factor and correlational findings.
A strong sense of self is characterized by a stable identity associated with concrete values and beliefs [32]. During the COVID-19 pandemic, Cupchik et al. (2024) found that students with a resilient sense of personal agency and positive affect were optimistic about their futures [33]. They only shared credible information on social media with family and friends. In contrast, others with a weak sense of self have unstable identities with fluctuating opinions, values, and beliefs across social situations [34]. In the current study, with regards to “healing,” it is hypothesized that individuals with a strong sense of self will use social media as a tool that contributes to their emotional recovery. In contrast, users with a weak sense of self are expected to “reveal” more personal information on social media as a cathartic practice. They will neither benefit from the positive qualities of interactions on social media nor recover from disclosed situational distress. Instead, they will experience more harmful consequences to self-disclosure.

2. Materials and Methods

2.1. Samples and Data Collection

Respondents were recruited through advertisements placed on mental-health-related Facebook pages and a mental health forum on Reddit, since these are social media spaces where people share personal anecdotes. An external link to the study was provided with the advertisement posts. The second means of collection took place on an online platform where university students could sign up to participate in studies for compensation in course credits. The inclusion criterion was that participants must feel comfortable sharing an episode when they disclosed a personal story on social media. There were no exclusion criteria for this study.
Participants provided consent before starting the questionnaire, which required an average of 30 min to complete. Qualitative and quantitative data were collected simultaneously. The qualitative data were used to interpret and support the quantitative results. Upon conclusion, participants were directed to a debriefing form and provided contact information and mental health resources.
The Self and Social Media Uses scales were completed by 948 participants from two studies (78.0% female, 18.2% male, 3.8% other). This was conducted to stabilize the measures by having a large sample size. Data from the first study on fan fiction are not reported here. The current study incorporated data about Revealing (N = 214) and Healing practices (N = 239).

2.2. Instruments

Participants in the “Revealing and Healing” study provided background information (e.g., gender and social media activity) and completed two scales: the Sense of Self scale (10 items), measuring one’s sense of self, and the Social Media Uses scale (20 items), which measured motivations for and outcomes of social media activities (see Appendix A).
In the Revealing portion of this study, the questionnaire consisted of 15 items measuring online privacy attitudes and behaviors, as well as a qualitative measure asking for an instance in which the participant experienced a crisis resulting from self-disclosure on social media. Participants also completed five questions reflecting on the episode just described.
The Healing portion of this study began with 15 items asking about participants’ sense of emotional support, self-expression tendencies, and positive experiences on social media. Respondents then described an episode when they shared a personal story on their social media and how the responses to their posts contributed to their healing or coping process. Finally, participants completed 10 items measuring changes in their attitudes towards self-disclosure and their shared situation, along with how this experience impacted their relationship with online peers who responded to their anecdote. All sections of the questionnaire, except for the personal accounts, were based on a seven-point Likert scale system.

2.3. Data Analysis

The primary goal of the quantitative analysis was to provide data on participants’ traits, perceptions of online communities, and self-disclosure tendencies. To meet this goal, we analyzed our data with the resulting sample for the Sense of Self (N = 948), Social Media Uses (N = 887), Revealing (N = 214), and Healing (N = 239) scales of the questionnaire. The Self and Social Media Uses scales were completed by all participants, whereas the Revealing and Healing scales were completed by separate groups. Participants with missing data were removed from the Social Media Uses measure (N = 61). A series of principal component factor analyses were conducted using Varimax rotation, with Kaiser normalization, on SPSS to uncover sets of latent variables among the four assessed measures. Factor analyses of scale items were conducted twice, the second time excluding items with factor loadings under 0.5 or which were loaded on more than one factor. Factors with an Eigenvalue greater than 1.00 were treated as significant. The individual factors were then treated as criterion or dependent measures in Pearson correlation coefficients.
Qualitative profiles were developed following the correlations among the measures. The purpose of this was to clarify and illustrate the correlational findings on the self-disclosure behaviors and experiences of students. The focus was on Positive Motivations (Healing) to self-disclose and Maladaptive Posting (Revealing) factors that accounted for the greatest variance. We developed qualitative profiles to “illustrate” how the correlations with these two factors are represented in the students’ responses. These students had the highest weights on each factor, implying that they were particularly sensitive to it. We examined their written accounts, using an interpretivist paradigm and a data-driven thematic approach, then selected representative examples based on key words from the items that loaded on the correlating factors. For the remainder of this paper, the title of the Sense of Self scale is abbreviated to Self.

3. Results

3.1. Self Measure

Three factors emerged from the Self scale (N = 948) with Eigenvalues of 2.78, 1.47, and 1.04, accounting for 30.94%, 16.35%, and 11.58% of the total (58.87%) variance, respectively (see Table 1). Factor 1, labeled Insecure Sense of Self, encompasses a concern about the reasons behind one’s actions, incomplete identity formation, and a tendency to carry background emotions. The second factor, Secure Sense of Self, is characterized by a sense of satisfaction and confidence in one’s identity, as well as a sense of control of their life. Factor 3 reflects an Asocial trait, which involves presenting a different version of the self online and avoiding social interactions and interpersonal relationships.

3.2. Social Media Uses Measure

Data from 61 participants out of 948 were removed due to missing answers for the items in the Social Media Uses scale. The principal component factor analysis on the remaining 887 participants yielded three factors with Eigenvalues of 3.31, 1.51, and 1.34, accounting for 29.65%, 12.33%, and 11% of the total 52.98% of the variance (see Table 2). The first factor reflects an Anxious Need for Self-Validation, consisting of anxiety about negative feedback and a fragile self-esteem. This anxiety can be related to accomplishment comparisons, body dysphoria, imitation, and self-loathing. Factor 2, Need for External Stimulation, reveals a spontaneous or unconscious use of social media, particularly social media browsing, to relieve boredom. The third, Authentic Self-Presentation, encompasses social media use based on a desire for self- and world insight, along with a trust towards online users.

3.3. Correlations Among the Self and Social Media Uses Factors

Six correlations between the Self and Social Media Uses factors were significant. Insecure Sense of Self, r(885) = 0.32, p < 0.01, and Asocial, r(885) = 0.18, p < 0.01, were both positively correlated with Anxious Need for Self-Validation. Moreover, Anxious Need for Self-Validation had a negative relationship with Secure Sense of Self, r(885) = −0.29, p < 0.01. As expected, insecure and asocial individuals are more likely to be anxious about feedback from social media, whereas individuals with a secure sense of self do need validation online. An Insecure Sense of Self, r(885) = 0.28, p < 0.01, was strongly correlated with a Need for External Stimulation, reflecting a disposition to engage with social media for browsing purposes when bored.

3.4. Revealing Measures

A principal component factor analysis (N = 214) was conducted on the 15 items on the Revealing measure and the five reflection questions that followed the personal accounts. Five factors were derived with Eigenvalues of 3.74, 2.59, 1.57, 1.25, and 1.08, accounting for 21.99%, 15.24%, 9.26%, 7.38%, and 6.35% of the total variance (53.87%), respectively (see Table 3). Factor 1, Maladaptive Posting, consists of an emotion-driven sense of obligation to post personal details on social media. The outcomes of maladaptive posting include oversharing, online conflict, and violating the privacy of friends and family on social media. Conversely, Factor 2, Self-Regulated Posting, encompasses valuing cautious posting and privacy, the belief that users experience similar consequences to online self-disclosure, and heightened situational awareness and pessimism after an instance of self-disclosure. The third factor reflects Concerned Posting, consisting of concerns about career consequences or offending someone after posting on social media. Users who practice Concerned Posting also believe their parents fear for their internet safety. In contrast, the fourth factor, Trusted Posting, is characterized by a belief that social media sites and followers respect the privacy of the user’s content. The last factor, Naïve Posting, reflects a lack of knowledge of the privacy functions on social media, as well as an ignorance regarding the number of users who can view personal information.

3.5. Correlations Among Revealing, Sense of Self, and Social Media Uses Factors

3.5.1. Maladaptive Processes

Consistent with the Privacy Paradox, the strongest correlation was between Maladaptive Posting (Revealing Factor 1) and Authentic Self-Presentation (Social Media Uses Factor 3), r(212) = 0.35, p < 0.001. Individuals who engage in unregulated posting behaviors have a need to establish an authentic online identity. Maladaptive Posting was also positively correlated with Anxious Need for Self-Validation (Social Media Uses Factor 1), r(212) = 0.29, p < 0.001. Those who seek to have their identity validated by an online audience may be less self-regulated and engage in more harmful posting behavior. Interestingly, Maladaptive Posting, r(212) = −0.24, p < 0.001, as well as Naïve Posting (Revealing Factor 5), r(212) = −0.18, p = 0.009, correlated negatively with Need for External Stimulation (Social Media Uses Factor 2). Individuals who engage in maladaptive posting practices or are unaware of online privacy concerns are less disposed to merely browsing social media.
The following correlations expand on processes associated with a need for self-validation. First, Anxious Need for Self-Validation correlated significantly with Anxious Posting (Revealing Factor 3), r(212) = 0.27, p < 0.001. Users who seek validation through self-disclosure appear anxious about potential negative responses and possible offline consequences. Anxious Need for Self-Validation was also correlated with Naïve Posting (Revealing Factor 5), r(212) = 0.24, p < 0.001. Anxious users appear unaware of their audience and how to operate privacy settings. Anxious Need for Self-Validation, r(212) = 0.23, p < 0.01, was also positively correlated with Trusted Posting (Revealing Factor 4). The greater the need for self-validation, the more likely the user will naïvely trust in social media audiences to safeguard their personal information.

3.5.2. Adaptive Processes

Self-Regulated Posting (Revealing Factor 2) significantly correlated with Need for External Stimulation, r(212) = 0.34, p < 0.001. Those who regulate their output are more likely to only browse social media. Secure Sense of Self (Sense of Self Factor 2) correlated negatively with Naïve Posting (Revealing Factor 5), r(212) = −0.28, p < 0.001. Those with a secure sense of self are likely to be conscious of their audience and how to operate privacy settings. Authentic Self-Presentation (Social Media Uses Factor 3) correlated positively with Trusted Posting, r(212) = 0.24, p < 0.001. Individuals who trust in their social media followers and platforms to respect their privacy noticeably perceive their social media platform as a trustworthy tool for gaining self- and world insight.
Insecure Sense of Self correlated positively with Concerned Posting, r(212) = 0.18, p < 0.01, and Self-Regulated Posting, r(212) = 0.17, p < 0.01. Insecure users are more introspective and possess latent negative emotions (e.g., fear). These qualities present themselves as posting anxiety, reflecting a concern for negative outcomes to online self-disclosure. Driven by posting anxiety, insecure individuals appear to regulate their online output to avoid any aversive outcomes.

3.6. Maladaptive Qualitative Profile

In this section, we “illustrate” how correlations among factors are represented in the responses of the top 40 respondents with the highest loadings on the Maladaptive Posting factor (Revealing 1). Each subsection represents a Social Media Uses factor that significantly correlated with Maladaptive Posting. Most respondents embodied the Maladaptive Posting profile through a tendency to post personal information while in an emotional state, resulting in a negative outcome. There were multiple reports of a loss of control of their shared information as well as social consequences, particularly conflicts with family, friends, and partners.

3.6.1. Authentic Self-Presentation

Many users who engaged in frequent Maladaptive Posting used social media with the goal of understanding themselves and the world better (Authentic Self-Presentation, Social Media Uses Factor 3). They tended to share posts about their achievements, leisure activities, and emotional situations, as well as visual media of themselves. Their trust in social media users with personal information unfortunately backfired on them often, resulting in aversive feelings such as embarrassment, shame, betrayal, and vulnerability.
“An episode when I found myself in a difficult situation as consequence of sharing my private life in social media was when I shared a video of myself dancing and a man started messaging me when I was 16 years old. Even though he was well aware of my age. this took an emotional toll but thankfully the situation was resolved.”
(Female, 18 years old.)
“When I revealed that I received an award, I noticed in school [that] girls would [be] excessively disrespectful towards me and I later heard them gossiping about me. It made me feel sad, as I thought they would be happy for me.”
(Female, 19 years old.)

3.6.2. Anxious Need for Self-Validation

Maladaptive Posting individuals tended to disclose their personal situations with the Anxious Need for Self-Validation (Social Media Uses Factor 1). Pursuing this need often was conducted by posting personal information with a sense of obligation or pressure and without taking enough time to reflect on the amount of self-exposure they would perform. Many of these users shared posts that included or depicted a friend or romantic partner. Such students also often reported feelings of shame, regret, and a heightened sense of insecurity.
“Sharing pictures of my boyfriend on social media caused me to become insecure of myself as I was sharing a personal aspect of my life to everyone I knew. This caused my insecurity to rise up because I thought people would think I was not good enough for him.”
(Female, 20 years old.)
“With my romantic relationship or personal friendships, I feel an obligation to post about them in order for them to be appreciated or recognized by those who follow me online.”
(Female, 18 years old.)

3.7. Healing Measures

A principal component factor analysis (N = 239) was conducted on the fifteen items in the Healing scale and the five Reflection questions that followed the personal accounts. Three factors were derived with Eigenvalues of 6.67, 1.78, and 1.48, accounting for 41.66%, 11.14%, and 9.24% of the total variance (62.04%), respectively (see Table 4). The first factor relates to Positive Motivations to go on social media, such as a desire for emotional expression and perceiving online communities as reliable and supportive. The second factor, Emotional Support and Community, represents the emotional support received after one shared their personal feelings to online communities. The third factor, Resilience, is composed of the five reflection items, and it reflects the degree to which an individual coped with a situation that they disclosed online.

3.8. Correlations Among Healing, Sense of Self, and Social Media Uses

The strongest correlation among the Healing, Social Media Uses, and Self factors was a positive one between Authentic Self-Presentation (Social Media Uses Factor 3) and Positive Motivations (Healing Factor 1), r(238) = 0.36, p < 0.001. Those who want to better understand themselves and the world are motivated to self-disclose online, hoping that positive feedback will help them gain a deeper trust and understanding of their world. This desire to enhance sense-making capabilities leads them to trust that online communities can be reliable for emotional support and validation. A strong relationship was also found between Authentic Self-Presentation and Emotional Support and Community (Healing Factor 2), r(238) = 0.30, p < 0.001. Users who seek to increase self- and world insight feel more rewarded by reading other users’ similar experiences. They also become more empathic after receiving emotional support.
The most significant correlation between the Sense of Self and Healing factors was a positive one between Insecure Sense of Self and Emotional Support and Community, r(277) = 0.23, p < 0.001. This correlation suggests that insecure users benefit emotionally from a supportive online community, even if they are merely reading online posts describing other users’ experiences. They gain a sense of community because of positive responses to their posts, and social media provides them with a temporary escape from the real world. Lastly, there was a strong positive relationship between the Asocial self and Positive Motivations, r(277) = 0.19, p = 0.002. While asocial individuals may worry about receiving negative feedback online, it appears they remain hopeful about receiving emotional support from self-disclosure on social media. This hope motivates them to share their feelings online.
Anxious Need for Self-Validation (Social Media Uses Factor 1) significantly correlated with Positive Motivations, r(238) = 0.28, p < 0.001, Emotional Support and Community, r(238) = 0.26, p < 0.001, and Resilience (Healing Factor 3), r(238) = 0.20, p = 0.002. Knowing about the possibility of receiving positive feedback on social media, individuals who anxiously desire acceptance and validation are more inclined to share their feelings online. They also gain emotional support from online communities, which in turn improves their coping methods for stressful life events.
There was a significant positive correlation between Need for External Stimulation (Social Media Uses Factor 2) and Emotional Support and Community, r(238) = 0.18, p = 0.005. Emotional Support and Community reflects feelings of acceptance and satisfaction from reading others’ experiences. Therefore, this correlation suggests that, rather than sharing your personal story, reading others’ posts about personal experiences can vicariously fulfill the need for stimulation simply through the satisfaction of relatability. Lastly, results showed a positive correlation between Authentic Self-Presentation and Resilience, r(238) = 0.15, p = 0.025. As relational experiences on social media help users gain a deeper understanding of themselves and the world, this knowledge becomes a protective factor that is fundamental to resilience in everyday life.

3.9. Positive Motivations Qualitative Profile

The qualitative responses of the top 40 students with Positive Motivations (Healing Factor 1) to self-disclose were consistent with the correlational results. Most students expressed Positive Motivations through a search for validation, reassurance, and comfort. After receiving positive user feedback (e.g., words of encouragement and relatability), many reported improved mood and resilience, thus desiring to engage again with supportive online communities.

3.9.1. Authentic Self-Presentation

Those with Positive Motivations tended to use social media with the intent of Authentic Self-Presentation (Social Media Uses Factor 3). The opportunity to enhance their self- and world insight was seen as an additional reward (i.e., aside from “healing” from a situation) to disclosing their situations to a supportive and trustworthy online community.
“Once I shared a story about childhood bullying I experienced within an online community that shared similar interests with me. Everyone was very positive about the situation which definitely made me regret my decision to post this story less. Their responses also helped regain confidence in myself and understand that I deserve to share my experiences and receive support.”
(Male, 18 years old.)

3.9.2. Asocial Self

Many Positive Motivations users were found to be associated with an Asocial Self (Self Factor 3) profile. These Asocial individuals enjoyed the opportunity to present themselves differently online than they typically present offline. This control in online self-presentation would enhance their emotional courage and thus facilitate online self-disclosure. The emotional support they received from social media users appeared to meet the social needs that Asocial users struggled to fulfill offline due to a lack of close relationships.
“I was feeling really antisocial since [university] started and I didn’t really feel like trying to make new friends. [I] posted on my private story how [university] was making me antisocial and how I hadn’t been to lectures or [university] in general for quite a few days. I got a bunch of replies from new and old friends asking how I was doing or feeling or just saying that they felt the same way, so it was nice to see that some people cared and also that I wasn’t the only one feeling this way.”
(Female, 18 years old.)

3.9.3. Anxious Need for Self-Validation

Those who wished to fulfill their Anxious Need for Self-Validation (Social Media Uses Factor 1) on social media were more likely to be driven by Positive Motivations. Such users had a major tendency to compare themselves to others in relation to body image and accomplishments. Their poor self-esteem made them quite sensitive to negative feedback. However, they felt more comfortable sharing their situations online to a reliable virtual community whose feedback would validate their feelings and be soothing.
“I told people my time being a virgin at 19 years old. People commented saying they didn’t lose their virginity till they were 25+ so that made me feel really good about it knowing I was not the only one.”
(Male, 19 years old.)

4. Discussion

The current study aimed to understand the negative and positive implications of online self-disclosure. A mixed-methods research design was crucial for determining how the sense of self influences self-disclosure on social media and the resulting experiences of crisis or healing. Our approach was to develop a holistic model (i.e., combining Revealing and Healing) that explains self-disclosure behavior on social media as influenced by the sense of self. In short, the results indicate that (a) there are three types of selves (i.e., secure, insecure, and asocial); (b) individuals use social media for self-validation, authentic self-presentation, and external stimulation; (c) there are five types of sharing activities that determine how public or private online users are; and (d) users are motivated to self-disclose online with the hope of “healing” through a caring online community.

4.1. Sense of Self and Social Media Uses

The results highlight two dominating themes that drive social media activity within asocial, insecure, and secure users. First, due to their fragile identity, insecure individuals may rely on user feedback to stabilize their sense of identity and self-esteem. This aligns with our hypothesis stating that a weaker sense of self would initiate more self-disclosure on social media. In this case, the need for self-validation drives sharing behaviors, and it is gained through self-disclosure and user feedback. Likewise, asocial individuals present themselves differently online for self-validating purposes. In contrast, secure individuals are stable enough in their identity not to need self-validation from social media audiences, so they may not feel as compelled to share personal information online.

4.2. Revealing

Through the correlations among the Revealing, Sense of Self, and Social Media Uses factors, we identified whether individuals will self-disclose in a maladaptive or an adaptive manner. These processes are differentiated by degrees of self-regulation. Specifically, adaptive processes are defined by conscious and concerned modes of self-regulation, while excessive self-disclosure involved maladaptive and naïve self-regulation.
Users who engage in Maladaptive Regulation exhibit dysfunctional posting habits despite their anxious attitudes towards self-disclosure. However, this may be an example of cognitive dissonance, which is the discomfort felt when there is a discrepancy between one’s attitudes and behaviors [35]. To reduce feelings of discomfort, one must reduce the discrepancy by changing either attitudes or behaviors so that they align [36]. In maladaptive regulation, attitudes are adjusted to become more trusting of social media so that posting-anxiety is alleviated and dysfunctional posting behaviors can continue. Attitudes are changed because the need to engage in unregulated posting dominates any posting anxiety. This rationale is supported by research showing that, despite privacy concerns, trusting platforms enables one to feel more comfortable with self-disclosure [37,38,39]. Past research explains that the observed discrepancy is due to the value placed on immediate rewards [8,9]. Similarly, maladaptively regulated individuals value the immediate validation gained from social media feedback. To feel content with their identity, they seek self-validation from positive feedback on their posts and engaging in social comparison [40].
In contrast, individuals with adaptive behavior show self-control by weighing the pros and cons of revealing online [41]. Private individuals are influenced by the disadvantages of social media and do not depend on validation from functions such as “likes” [9,42]. In the current study, the Concernedly Regulated anticipate harm from revealing online and thus adopt reserved posting practices to avoid potential adversities. Consequently, this leads to passive browsing on social media. Similarly, those Self-Regulated (i.e., contentiously regulated) behave in ways that are consistent with their beliefs. By preserving their online privacy, self-regulated individuals can feel comfortable in their revealing and gain the perceived benefits of social media. In both cases, behaviors align with perceptions of there being greater benefit or greater costs to self-disclosure.

4.3. Healing

Interestingly, the findings of the present study were contrary to the hypotheses that secure individuals are significantly more likely to emotionally benefit from user responses to their personal stories, whereas insecure individuals practice self-disclosure on social media as a form of catharsis and thus do not benefit from user feedback. Participants with a secure sense of self neither turned to social media for emotional disclosure nor needed emotional support from an online community. They also displayed less of an anxious need for self-validation because they possess greater confidence and self-acceptance. The findings suggest that users with an insecure sense of self or with asocial tendencies are more inclined to self-disclose in hopes of receiving online emotional support. Insecure and asocial individuals are interpersonally (rejection) sensitive, making them reactive to perceived social rejection [43,44,45]. This interpersonal sensitivity causes the positive feedback from social media users to be emotionally rewarding; thus, they feel a sense of community online and are better able to accept their situations. They also experience satisfaction by reading posts from online users experiencing similar stressful events. This grants them greater self-awareness, consciousness of our world, trust in user authenticity, and enhanced resilience.
Asocial individuals are particularly more likely to seek social validation through online self-disclosure due to positive perceptions of an attentive support network. Despite anxious expectations, they are hopeful for emotional support from an online community, improved well-being, and closeness. Asocial users can also compensate for their lack of close offline relationships and gain self-validation by catering their online identities to online communities. Possessing an insecure sense of self contributes to a spontaneous search for external stimulation, which distracts users from the internal ambivalence they feel. Alternatively, past gratification may give the need for external stimulation an addictive quality that is beyond conscious thought. However, if the insecure individual merely uses social media for external stimulation, they may miss the opportunity to benefit from positive user feedback and to “heal” from their situation.
Findings regarding Authentic Self-Presentation imply that, regardless of the type of self, users share emotions online to gain a deeper understanding of themselves and the world through user feedback. This leads them to trust that online communities are reliable for emotional support and validation.

4.4. Complementary Findings

Holistically, the processes behind the Revealing and Healing sections are complementary in the sense that they explain the difference between self-disclosure and experiencing positive versus negative outcomes. The first difference between Revealing and Healing is what triggers an individual to self-disclose online. Triggers can either stem from internal processes or external events. Internal triggers involve psychological processes like affect, self-esteem, and cognition. In the case of Revealing, maladaptive users are driven to self-disclose due to poor self-esteem and a need for self-validation. Regarding Healing, insecure and asocial users are driven to self-disclose online after experiencing an aversive life event. In this case, the trigger is situational and separate from the user. As shown in the Revealing section, insecure individuals’ worries about the consequences of online self-disclosure influence their privacy attitudes, which leads them to regulate their posting behaviors. However, although anxiety regarding user feedback is present, distressing life events lead insecure individuals to self-disclose on social media.
Paradoxically, after a social media user has been triggered by either negative external events or negative internal processes, they are driven to cope by self-disclosing on social media. In the case of Revealing, self-disclosing acts as a coping strategy because self-validating functions (e.g., positive user feedback) raise preexisting low self-esteem. For Healing, by disclosing a distressing event to a helpful online community, users are better able to accept their situations and rely on those with similar experiences. In both cases, self-disclosure is a means of coping with one’s circumstances, yet one form of self-disclosure is healthy, while the other is harmful. Specifically, the Revealing results showed that self-disclosure online can be maladaptive in nature. One’s revealing habits are uncontrolled and do not adjust to circumstances where information should be kept private. In an unrestrained attempt to relieve negative feelings, the user experiences unexpected harmful consequences. Alternatively, as seen in the Healing section, self-disclosure can be managed in a helpful manner that is beneficial to the user’s mental wellbeing. Asocial and insecure individuals are more selective, only self-disclosing when help is needed during distressing life events. They also share their personal stories with a community that seems empathetic and supportive. Due to a positively receptive audience and calculated posting practices, they are more likely to effectively heal after their self-disclosure.
Overall, the consequences of self-disclosure online can depend on three factors. First, when confronted with a negative situation and lacking self-control, the state of emotional distress can lead an individual to share online. Secondly, social media can be used as a coping mechanism, but the effectiveness of using social media as a coping tool depends on how controlled and thoughtful one is when sharing personal information. Finally, if users engage in destructive posting behaviors, they risk encountering more tribulations by depending on social media to satisfy their needs. Alternatively, healthy posting behaviors that allow one to heal from hardships can lead to feelings of closeness with an online community and increased resilience.

4.5. Implications

Future research should consider expanding on the topic of enhanced resilience by investigating the relationship between the qualities of user feedback and “protective factors” such as taking initiative, mood regulation, achievements, community engagement, and acquiring self-mastery [46,47]. Although research has uncovered that social media can function as an intervention tool for mental health, more effort to build compensatory online mental health services is needed [48,49]. Considering that the demand for mental health services on social media increased before and during the COVID-19 pandemic, along with the fact that mental illness is persistently one of the leading causes of disability globally, efforts are needed to improve the accessibility and efficacy of mental wellness services online [50,51,52]. It is also important to consider the likelihood that one’s sense of self fluctuates with life events. It is possible that a secure individual may reach a difficult point in life that ultimately causes their sense of self to destabilize and become insecure. A destabilized sense of self may also be a product of a discrepancy between one’s current and ideal self. This discrepancy has been suggested to enhance the need for validation on social media sites like Facebook [53]. It is encouraged that future research considers investigating the dynamic and perceived sense of self in the context of online self-disclosure.

Author Contributions

Conceptualization, C.B.R. and K.L.C.R.; methodology, G.C.C., C.B.R., S.G. and K.L.C.R.; analysis, A.I.; investigation, S.G., C.B.R. and K.L.C.R.; data curation, C.B.R. and A.I.; writing—original draft preparation, C.B.R. and K.L.C.R.; writing—review and editing, C.B.R. and G.C.C.; supervision, G.C.C.; project administration, C.B.R. All authors have read and agreed to the published version of the manuscript.

Funding

This research received no external funding.

Institutional Review Board Statement

This study was approved by a Research Ethics Board of the University of Toronto (protocol code: 2019-13; date of approval: 28 November 2019).

Informed Consent Statement

Informed consent was obtained from all subjects involved in this study.

Data Availability Statement

The raw data supporting the conclusions of this article will be made available by the authors on request.

Conflicts of Interest

The authors declare no conflicts of interest.

Appendix A. Experiences in Social Media Questionnaire

Demographics
Gender:
  • Male
  • Female
  • Other
Age: [Written response]
Platforms Used: Think of five social media platforms that you regularly use and then rank order how comfortable you feel expressing your feelings publicly on them.
  • _________________________________________
  • _________________________________________
  • _________________________________________
  • _________________________________________
  • _________________________________________
Self-Questionnaire
Please rate how much you agree or disagree with the following statements from 1 (strongly disagree) to 7 (strongly agree).
  • I am confident I am everything I want to be.
  • I am trying to figure myself out.
  • I am constantly thinking about my reasons for doing things.
  • I keep people at a distance and avoid close interpersonal relationships.
  • My life is determined by my own actions.
  • I am confident in my identity, morals and abilities.
  • I carry around background emotions like sadness, anger or fear.
  • I say what I think when I am with other people.
  • I am different offline than I am online.
  • I am an outgoing and sociable person.
General Questions Regarding Social Media Use
(1 = myself, 4 = balance of both, 7 = other subjects)
  • I mostly post videos and photos of myself (1) or of subjects other than myself (7) on social media.
    (1 = strongly disagree, 7 = strongly agree)
  • I spend more time browsing on social media than interacting with others by liking, sharing, commenting, etc.
  • I prefer my communications with friends to be hidden from the public eye (For example, through Facebook private messaging).
  • I seek out opinions online to make decisions.
  • I worry about receiving negative feedback from content that I post.
  • I feel disconnected from friends when I am not using social media.
  • I have experienced social media fatigue or feeling “burnt out”.
  • When people unfollow/unfriend me, it hurts my self-esteem.
  • One should be concerned about potential predators on social media.
  • I can present the person I’d like to be more easily on social media than I do in real life.
  • Using social media helps me understand myself better.
  • I try to imitate (i.e., opinions, aesthetic, lifestyle, actions, etc.) people I admire on social media.
  • I trust that those whom I meet online are exactly who they are offline.
  • Using social media helps me understand the world better.
  • I often compare myself with others with respect to what I have accomplished in life.
  • I go on social media when I’m bored.
  • I go on social media without consciously thinking about it.
  • In everyday life, I find myself more concerned with capturing the moment to post on my profile, than just being present.
  • Sometimes, when I see my posts from previous years, I dislike the person I once was.
  • I have felt unhappy about my body after I saw others’ content on social media.
Revealing
(1 = strongly disagree, 7 = strongly agree)
  • I trust that the social media platforms I am on will keep my information private.
  • I trust that none of my social media friends/followers will share my content without my consent.
  • I know how to use the privacy functions on my social media profile.
  • I find it hard to grasp how many people can see my personal information.
  • I would say that people on social media know me as well as the people I am close to offline.
  • I have moments where I regret sharing information on social media.
  • I find myself criticizing others for being too open about themselves on social media.
  • I find myself getting into conflict for what I’ve posted online.
  • I find that I present personal information of myself when I’m emotional.
  • I find myself violating the privacy of friends and family when I post on social media.
  • I feel obligated to post personal information on my profile.
  • I’m concerned that what I post on social media can lead to consequences in my job/career.
  • I feel stressed about posting on social media because I worry that what I post will offend someone.
  • When I reveal information about myself online, my parents fear for my safety (against cyberbullying, being solicited by strangers online, stalkers etc.).
  • I express thoughts, interests, opinions, and ideas on social media that I don’t express offline.
Revealing: Personal Accounts
Describe an episode when you found yourself in a difficult situation as a consequence of sharing your private life on social media. Types of situations can include:
  • Social (Family, friendships, romantic relationships, etc.)
  • Personal (Identity, self-esteem, self-worth, etc.)
  • Emotional (Anxiety, depression, rage, etc.)
  • Threatening (Bullying, blackmail, harassment, etc.)
  • Cognitive (Mental fatigue, pessimistic worldview, altered mental representations, etc.)
Sharing media can include, but are not limited to, pictures, statuses, stories, or videos.
[written response]
Revealing: Reflection
(1 = strongly disagree, 7 = strongly agree)
  • Based off what you just wrote, do you think there is a benefit to living a more private life?
  • At the time this event happened, I did not think that it was an issue as I do now.
  • I believe it’s important to be cautious when presenting yourself online to avoid future challenges.
  • I believe that others may be experiencing similar problems when presenting themselves on social media.
  • This experience has made me pessimistic regarding social media sites.
Healing
(1 = strongly disagree, 7 = strongly agree)
  • It takes a lot of emotional courage to share personal troubles and feelings online.
  • People on social media tend to be understanding and supportive.
  • Going on social media provides me with a temporary escape from the everyday life.
  • It is satisfying to see that online users experience the same issues as me.
  • Positive responses on my postings provide me with a sense of community.
  • I have felt more accepting of a situation in my life after reading others’ similar experiences on social media.
  • Social media has made me a more empathic person.
  • Past experiences of support on social media motivate me to help others who share their personal troubles.
  • I get more helpful advice from people who share the same interests and beliefs as me.
  • Sharing my personal feelings online makes me feel better, even if I do not receive responses.
  • Sharing my feelings online makes it easier to express my emotional states in everyday life.
  • There are particular communities online I can rely on for emotional support.
  • The feedback I get on my social media posts makes it okay to feel what I feel.
  • Sharing my feelings from behind a screen is easier than doing so in person.
  • It is easier to publicly share my feelings once than to repeat it over and over again in individual conversations (online or offline).
Healing: Personal Accounts
Recall a time when you shared on your social media a painful, personal, or stigmatized story about a particular trouble in your life, and the responses to your post:
  • Made you feel good about yourself,
  • Made you feel “healed”, or
  • Helped you accept a situation in your life.
[written response]
Healing: Reflection
(1 = strongly disagree, 7 = strongly agree)
  • The responses I received helped me come to accept the situation and move on.
  • Responses from other users impacted my relationships with them in some sort of manner. (i.e., they strengthened, maintained, weakened, etc.)
  • This experience has helped me other situations in my life.
  • It was easier to share my story online than offline.
  • I would recommend others to share their stories online when they are in a dark place.

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Table 1. Factor loadings for the principal components factor analysis of the Self scale.
Table 1. Factor loadings for the principal components factor analysis of the Self scale.
Factors and EigenvaluesItemsLoadings
(1) Insecure Sense of Self
2.78
I am constantly thinking about my reasons for doing things.0.82
I am trying to figure myself out.0.81
I carry around background emotions like sadness, anger, or fear.0.59
(2) Secure Sense of Self
1.47
My life is determined by my own actions.0.75
I am confident in my identity, morals, and abilities.0.73
I am confident I am everything I want to be.0.66
(3) Asocial Self
1.04
I keep people at a distance and avoid close interpersonal relationships.0.78
I am an outgoing and sociable person.−0.71
I am different offline than I am online.0.58
Table 2. Factor loadings for the principal components factor analysis of Social Media Uses.
Table 2. Factor loadings for the principal components factor analysis of Social Media Uses.
Factors and EigenvaluesItemsLoadings
(1) Anxious Need for Self-Validation
3.31
I worry about receiving negative feedback from content that I post.0.75
When people unfollow/unfriend me, it hurts my self-esteem.0.74
I often compare myself with others with respect to what I have accomplished in life.0.71
I have felt unhappy about my body after I saw others’ content on social media.0.62
I try to imitate (i.e., opinions, aesthetic, lifestyle, actions, etc.) people I admire on social media.0.55
Sometimes, when I see my posts from previous years, I dislike the person I once was.0.53
(2) Need for External Stimulation
1.51
I go on social media when I am bored.0.82
I go on social media without consciously thinking about it.0.73
I spend more time browsing on social media than interacting with others by liking, sharing, commenting, etc.0.57
(3) Authentic Self-Presentation
1.04
Using social media helps me understand myself better.0.76
I trust that those whom I meet online are exactly who they are offline.0.71
Using social media helps me understand the world better.0.65
Table 3. Factor loadings for the principal components factor analysis of Revealing.
Table 3. Factor loadings for the principal components factor analysis of Revealing.
Factors and EigenvaluesItemsLoadings
(1) Maladaptive Posting
3.74
I find myself violating the privacy of friends and family when I post on social media.0.73
I feel obligated to post personal information on my profile.0.70
I find that I present personal information of myself when I’m emotional.0.70
I find myself getting into conflict for what I’ve posted online.0.62
I would say that people on social media know me as well as the people I am close to offline.0.60
(2) Self-Regulated Posting
2.59
I believe it’s important to be cautious when presenting yourself online to avoid future challenges.0.83
I believe that others may be experiencing similar problems when presenting themselves on social media.0.83
Based off what you just wrote, do you think there is a benefit to living a more private life?0.67
This experience has made me pessimistic regarding social media sites.0.56
At the time this event happened, I did not think that it was an issue as I do now.0.53
(3) Anxious Posting
1.57
I’m concerned that what I post on social media can lead to consequences in my job/career.0.80
I feel stressed about posting on social media because I worry that what I post will offend someone.0.71
When I reveal information about myself online, my parents fear for my safety (against cyberbullying, being solicited by strangers online, stalkers etc.).0.62
(4) Trusted Posting
1.25
I trust that none of my social media friends/followers will share my content without my consent.0.85
I trust that the social media platforms I am on will keep my information private.0.79
(5) Naïve Posting
1.08
I know how to use the privacy functions on my social media profile.−0.76
I find it hard to grasp how many people can see my personal information.0.56
Table 4. Factor loadings for the principal components factor analysis of Healing.
Table 4. Factor loadings for the principal components factor analysis of Healing.
Factors and EigenvaluesItemsLoadings
(1) Positive Motivations
6.67
Sharing my feelings online makes it easier to express my emotional states in everyday life.0.83
Sharing my personal feelings online makes me feel better, even if I do not receive responses.0.80
There are particular communities online I can rely on for emotional support.0.66
It is easier to publicly share my feelings once than to repeat it over and over again in individual conversations (online or offline).0.66
The feedback I get on my social media posts makes it okay to feel what I feel.0.65
People on social media tend to be understanding and supportive.0.51
(2) Emotional Support and Community
1.78
Positive responses on my postings provide me with a sense of community.0.78
I have felt more accepting of a situation in my life after reading others’ similar experiences on social media.0.77
It is satisfying to see that online users experience the same issues as me.0.77
Going on social media provides me with a temporary escape from everyday life.0.67
Social media has made me a more empathic person.0.63
Past experiences of support on social media motivate me to help others who share their personal troubles.0.53
(3) Resilience
1.48
The responses I received helped me come to accept the situation and move on.0.86
Responses from other users impacted my relationships with them in some sort of manner. (i.e., they strengthened, maintained, weakened, etc.).0.82
This experience has helped me in other situations in my life.0.79
It was easier to share my story online than offline.0.59
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MDPI and ACS Style

Rebello, C.B.; Reddock, K.L.C.; Ghir, S.; Ignacio, A.; Cupchik, G.C. Self-Regulation of Internet Behaviors on Social Media Platforms. Societies 2024, 14, 220. https://doi.org/10.3390/soc14110220

AMA Style

Rebello CB, Reddock KLC, Ghir S, Ignacio A, Cupchik GC. Self-Regulation of Internet Behaviors on Social Media Platforms. Societies. 2024; 14(11):220. https://doi.org/10.3390/soc14110220

Chicago/Turabian Style

Rebello, Clara B., Kiana L. C. Reddock, Sonia Ghir, Angelie Ignacio, and Gerald C. Cupchik. 2024. "Self-Regulation of Internet Behaviors on Social Media Platforms" Societies 14, no. 11: 220. https://doi.org/10.3390/soc14110220

APA Style

Rebello, C. B., Reddock, K. L. C., Ghir, S., Ignacio, A., & Cupchik, G. C. (2024). Self-Regulation of Internet Behaviors on Social Media Platforms. Societies, 14(11), 220. https://doi.org/10.3390/soc14110220

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