Abstract
Social media content creation is often depicted in popular culture as a proverbial “dream job,” marked by autonomy, flexibility, and the potential for self-actualization. Yet high-profile creators have called out the endemic risks of platform-dependent work, including overwork and mental health strain. To reconcile these contradictory narratives, this article examines how creator burnout is articulated across different communicative contexts and creator positionalities. We draw on three sources of data—creators’ self-authored content (n = 58), news media accounts (n = 62), and in-depth interviews (n = 78)—to compare how creators define, attribute, and mitigate burnout. Our findings reveal that creator burnout remains partially unspeakable, shaped by the structural conditions of platform labor, the privileged status of creative work, and entrenched markers of power and social identity. Together, these factors structure who can speak out, how, and to whom. We conclude by reconsidering the politics of risk and responsibility within platform-dependent labor contexts.
Introduction
In a February 2025 episode of the buzzy podcast The Diary of a CEO, Jimmy Donaldson—the YouTuber-turned-cross-media entrepreneur known as MrBeast—opened up to host Steven Bartlett about the grueling demands of work in the creator economy. “There [were] definitely times where I would cry,” he confessed, “but if my mental health was a priority, I wouldn’t be as successful as I am” (Bartlett, 2025). Donaldson’s admission was not his first reference to the entrepreneurial grind, where an incessant work schedule is the price of—but also, crucially, the pathway to—success (Cheong, 2023). Yet, his framing of such conditions through the language of mental health merits critical reflection. In recent years, countless articles and pop culture exposés have chronicled the plight of social media creators, some pushed to exhaustion by the incessant charge to produce. In the early wake of the pandemic, reporter Taylor Lorenz detailed how suddenly famous TikTokers found themselves depleted from a relentless cycle of content creation and promotion (Lorenz, 2021). Since then, several high-profile influencers and creators have announced retirements or “extended sabbaticals” from content creation, citing burnout or mental strain (e.g. Hern, 2025; Luci, 2024; Mills, 2023). 1 Research from public health experts (Kiani and Rahimi, 2023; Martinez-Aguirre et al., 2025) and advocates (Lazar, 2025) has shed further light on the pervasiveness of creator burnout.
Crucially, such revelations and findings coexist with quite celebratory accounts of digital content creation, where influencers and creators tout flexibility, freedom, and the potential for self-actualization (Annabell, 2025; Duffy and Wissinger, 2017). News media articles, moreover, cite astounding monetary figures associated with the creator economy—for example, projections that sector earnings could soon eclipse $500 billion (Westfall, 2024), or reports of YouTubers earning an average of $5,000 to $10,000 per brand partnership (Upton-Clark, 2025). With “side hustle to six figures” emerging as a recurrent media trope, it is no small wonder that social media content creation remains a much-vaunted career destination—for young people and, increasingly, older adults (Hale, 2024).
These polarizing perspectives attest, in part, to the uneven deployment of the “creator” designation. Digital media scholars David Craig and Tanner Mirrlees (2026) describe at least five framings that structure accounts of online content creators: “content creators, platform-based cultural producers, influencers, precarious workers, and celebrated entrepreneurs” (p. 40). Coverage of figures like Kim Kardashian or Huda Kattan, for instance, activates the influencer and entrepreneurial constructions, while obscuring dimensions of labor and precarity experienced by a bloated creator middle class. The bifurcation of “influencers” and “creators,” moreover, carries the specter of gender-coded labor valuations and connotations (i.e. Abidin, 2015; Bishop, 2025; Duffy, 2017; Jarrett, 2022).
While our own research operationalizes creators as platform-dependent cultural workers, we contend that such “terminological dissonance” (Craig and Mirrlees, 2026) offers only a partial explanation for the contradictory discourses that circulate about work in the creator economy. Indeed, ambivalence and contestation are woven into the fabric of creative work (e.g. Hesmondhalgh and Baker, 2013 [2011], McRobbie, 2018; Neff et al., 2005; Siciliano, 2020). In a recent call to take seriously the well-being of media workers, Mark Deuze (2025) argues that the very ideals that drive careers in the creative industries—namely passion, independence, and sacrificial labor—can also be sources of profound stress and harm (see also Bossio et al., 2024; Caldwell, 2023).
Yet while creators share features of overwork and chronic fatigue with their legacy media counterparts, relations of platform dependence (Bishop, 2025; Poell et al., 2021; Duffy, in press) and the command to develop audience intimacies (Abidin, 2015; Cunningham and Craig, 2017; Glatt, 2022) congeal to create a distinctively precarious situation for online creators. At the same time that influencers and creators are bound by platform systems that demand continuous investments of labor (Arriagada and Ibáñez, 2020), they are not considered legal employees of such platforms. Inquiries into creator burnout and mental health strain must thus account for the unique structural relations and systems of dependence (Vallas and Schor, 2020), including those that blunt solidarity-building (Niebler, 2020; Salamon and Saunders, 2024).
To better understand how creators’ accounts of burnout coexist with (and perhaps necessitate) the “dream job” ethos, this study foregrounds the sociocultural and communicative dimensions of labor-related critique. We examine articulations of work risk and responsibility across three communicative levels, comparing what creators share in public media such as press interviews or panels; what they communicate through their branded social media content, and, finally, what they disclose with us as researchers in one-on-one interviews. Empirically, we draw on three sources of data: creators’ accounts of burnout published on their own social media channels, news coverage of burnout featuring firsthand creator quotes, and in-depth interviews with social media creators. We find that while creators normalize burnout as “part of the job,” there are marked variances in how they describe the condition, the extent to which they blame different social actors, and where they turn for resolution.
Taken together, we contend that burnout remains partially unspeakable, shaped by structural conditions of platform labor, norms about the much-vaunted status of creative work, and entrenched markers of power and social identity, especially those associated with masculine-coded entrepreneurship. Unlike high-performing creator-stars, career creators face a situation where they risk “biting the hand that feeds them” (Duffy, in press). Such unspeakability is a testament to the broader shift from support mechanisms and toward self-responsibilization. We conclude with insights into the normalization of occupational hazards, the individualization of blame, and the patchwork of solutions for addressing the risks of platform-dependent creative labor.
Historical antecedents of labor precarity and risk
Despite the relatively recent emergence of the “creator economy,” accounts of creator precarity and instability index long-standing conditions of creative labor. Previous studies highlighted a widely held belief about the itinerant nature of media work, namely, “you’re only as good as your last job” (Blair, 2001; Jones, 1996). This phrase captures the project-based, insecure nature of creative work, in which future employment is contingent on recent performance rather than long-term stability. In their theorization of immaterial labor—including work related to cultural production, knowledge, and communication—Hardt and Negri (2000, 2009) conceptualize precarity as a defining feature of labor under post-Fordism. Indeed, following a wave of optimistic narratives and policy-driven hype about the creative economy that emerged in the aughts (e.g. Florida, 2002, 2005), scholars have foregrounded the structural challenges and personal vulnerabilities associated with cultural and media work. Gill and Pratt (2008), for example, contend that the labor of artists, designers, and new media workers is akin to toiling in “factories without walls.” The hallmark features of the precariat include temporary and mobile employment; long hours and uneven work cycles; blurred boundaries between work, play, and self; and persistent insecurity and anxiety about one’s livelihood. These characteristics collectively capture the endemic uncertainties faced by cultural workers, in which risk is normalized—and even glamorized (Neff et al., 2005).
Scholars have also examined precarization as a process through which workers internalize risk and uncertainty, often through euphemistic discourses of flexibility and autonomy (Brophy and De Peuter, 2007). In this process, individuals are promised freedom while simultaneously being subjected to the normalization and privatization of risk (Lorey, 2015). Yet structural precarity manifests in workers’ daily experiences in distinctive ways. In their study of the UK television industry, for instance, Hesmondhalgh and Baker (2013 [2011]) analyze the pressures associated with maintaining good working relationships across short-term projects to secure future employment, highlighting the anxiety produced by this labor environment. They conclude that creative work is precarious not only because of the inherent uncertainty of cultural industries, but also because of how precariousness is registered, managed, and negotiated in workers’ everyday lives, particularly through forms of emotional labor (see also Caldwell, 2023). Meanwhile, drawing on her research on young women working in the UK creative economy, McRobbie (2018) identifies key characteristics of this sector: individualization of responsibility, the “cultural entrepreneur” ethos, the necessity of holding multiple jobs simultaneously, reliance on self-promotion, and the ambiguity of depending on informal networks in the absence of institutional or collective labor protections. Together, these dynamics intensify pressure and insecurity for contemporary cultural workers, although experiences of precarity vary across contexts, with creative work outside the West particularly precarious and shaped by broader political, social, and economic uncertainties (Alacovska and Gill, 2019; see also Bidav, 2025; Lukan and Čehovin Zajc, 2025).
In more recent years, perhaps enlivened by pandemic-era accounts of work strain, scholars have turned attention to the physical and emotional costs borne by media and cultural workers. In their study of journalists’ well-being, Bélair-Gagnon et al. (2024) conceptualize burnout as an “occupational risk,” positioning it not as an individual failure but, rather, as a structural condition of certain media industries (see also Bossio et al., 2024). Caldwell (2023), meanwhile, describes the role of “stress aesthetics”—a justification posture used by Hollywood workers—as part of a system of self-exploitation that helps drive wages down in a “race to the bottom” (p. 163). Using a similar structural lens, Deuze (2025) weaves together industry reports with research across media sectors to illuminate a worldwide mental health crisis facing media professionals. Deuze’s work traces depression, anxiety, and other stress-related conditions among media workers to factors such as the high cost of living in urban media centers, the informality of creative workplaces, the normalization of unsafe alcohol and drug use, nontraditional work schedules, and extended periods of unemployment. His assumption about the distinctiveness of creative careers—“where intrinsic motivation, technological transformation, and pure business impulse meet” (p. 9)—underpins his thesis that “what makes you happy also makes you sick.” Passion and autonomy, in other words, simultaneously function as sources of fulfillment and harm within the media industries. Like these scholars, we acknowledge a high degree of slippage between legacy and digital media workers. Still, we argue that the labor of content creators is distinguished by their high degree of platform dependence, a structural reality that heightens labor-related risks (Nieborg and Poell, 2018).
The occupational hazards of platform-dependent work
In recent years, scholars have examined the distinctive infrastructures, economies, and governance mechanisms that contribute to the vulnerabilities of work in the creator economy (e.g. Jarrett, 2022; Poell et al., 2021). Some of these vulnerabilities are a direct upshot of relations of dependence between platform companies and laborers, including the risks of demonetization and/or deplatforming (Are and Briggs, 2023; Caplan and Gillespie, 2020), algorithmic discrimination (Christin and Lu, 2024; Duffy and Meisner, 2023; Glatt, 2022; Rauchberg, 2025), and shadowbanning and censorship (Are, 2022; Cotter, 2023; Savolainen, 2022). Other vulnerabilities are traced to audience relations mediated by platforms. Creators are thus expected to cultivate intimacy with audiences through practices such as liking, sharing, and responding to comments; maintaining regular interactions with followers; and sharing “behind-the-scenes” images of their personal lives in a bid to project relatability and ordinariness (Abidin, 2015; Bishop, 2018; Cunningham and Craig, 2017; Homant and Sender, 2019; Hund, 2023). These activities constitute forms of relational labor (Baym, 2018) that intensify pressures within what is already a highly demanding, time-intensive, and affectively loaded form of work. Yet these parasocial dynamics also introduce new forms of risk, forcing laborers to individually shoulder the burdens of public scrutiny and online harassment (Abidin, 2019; Duffy et al., 2024; Meisner, 2023).
Under these conditions, it is perhaps unsurprising that burnout emerges as one of the key occupational risks of work in the creator economy. In fact, survey data from 500 creators across North America indicate high levels of psychosocial strain, with 62% reporting burnout, 69% financial stress, and nearly two-thirds anxiety or depression (Lazar, 2025). While there has been a groundswell of industry reports about creator burnout, academic research on this phenomenon remains overwhelmingly limited to medicine and public health. Drawing on interviews with creators in Iran, Kiani and Rahimi (2023) contend that creators experience a complex intersection of psychological, social, and platform-driven pressures that significantly affect their mental health. Their findings identify burnout as one of several occupational stressors, alongside algorithmic uncertainty and income instability. More recently, Ghelani and Pandey (2025) analyzed a corpus of publicly available creator-generated posts to examine stressors contributing to burnout, categorizing them as economic, individual, and environmental. 2
Such findings index a need for further inquiries into the communication dynamics and complexities of creator labor and well-being. Not only is mental health a stigmatized topic, but it is rendered more fraught given the labor dynamics that structure the independent economy. There are, moreover, powerful sanctions against ‘speaking out’ about workplaces refracted through a glamorized prism. Consider, for example, how workers in legacy media environments have been reluctant to address gender inequity despite striking power imbalances—a situation that Rosalind Gill (2014) described as “unspeakable inequalities.” Given creators’ public personae, platform-dependent status, and persistent mental health stigma, it seems important to consider how they communicate this topic to different audiences. Our study responds to this need for insight by centering on creators’ sense-making and communicative practices, including how they discuss burnout, where they assign responsibility, and how they attempt to mitigate its harms. In particular, we examine what is considered speakable and unspeakable in discussions of creator burnout, and by whom.
Methods
This article draws upon three sources of data: (1) in-depth interviews with professional content creators, (2) online news articles, and (3) content on creators’ own TikTok and YouTube accounts. Our aim was not only to triangulate data but also to understand how the topics of mental health and burnout are discussed across different communicative contexts, considering the relationship and tension between public narratives (social media posts and news articles) and private narratives (interviews with a researcher).
Given that the topics of mental health and burnout emerged inductively during a separate study of visibility in the creator economy (Duffy, in press), we conducted a secondary analysis of the interview transcripts. 3 Of more than 100 creator economy participants interviewed for the original project, 78 identified as current or former creators, influencers, or streamers. The interviews were conducted on Zoom or over the phone, based on participants’ preferences, and ranged between 30 minutes to nearly an hour and a half. Only the audio content was recorded, and all interviews were transcribed using a professional, human-based transcription service. We systematically coded the interviews using thematic analysis (Braun and Clarke, 2006) to identify patterns in how creators experience and discuss mental health issues, particularly the connection between their careers and content.
Second, we conducted a qualitative textual analysis of 58 publicly available creator confession videos sampled from YouTube and TikTok. We identified the videos through keyword searches, using terms such as “creator burnout,” “creator mental health,” and “YouTube burnout.” Our textual analysis involved closely examining creators’ narratives, language, and tone to understand how they discuss burnout and mental health.
Third, we gathered online articles on the topic via the LexisNexis database. The keyword used for selection was “creator burnout,” which yielded 399 articles as of 21 March 2025. After eliminating duplicates and articles that were irrelevant to our search, the final sample included 62 articles (n = 62). In this stage, we also used textual analysis to examine how burnout and mental health are framed in public media discourse.
The researchers independently reviewed the corpus of data and documented potential coding ideas in individual memos. We then discussed and compared our memos to develop the coding scheme. The coding categories that emerged included entrepreneurship/individualized agency, self-help and resilience, expertise, techno-solutionism, temporality, creators as a microcosm, gratitude and complaints, and privilege, among others. This analytic process was guided by grounded theory, in which data collection and analysis occurred simultaneously and iteratively (Charmaz, 2014). We then further refined these codes inductively to develop the categorical themes presented below.
Findings: Communicating burnout across contexts
While creators discussed experiences of burnout and mental health strain in highly individualized ways, there was a pervasive tendency to frame overwork as merely “part of the job.” In a characteristic response to a Tubefilter’s weekly creator Q&A that included a question about burnout, game creator Joseph Alminawi said, “Absolutely. I’d be surprised if anyone in this arena hasn’t [experienced it]” (Hale, 2019). Lifestyle blogger Lucy Moon, similarly, shared in The Guardian: “I don’t know a single YouTuber who hasn’t had a burnout in some form or another” (Stokel-Walker, 2018). Creators’ public communication seemed not only to normalize burnout but also to further legitimize the occupational hazards of a profession widely disparaged as “not real work” (Duffy, in press). Creators thus issued several variants on the phrase “the struggle is real,” assuring fans and the wider public that, in the context of career risks, “creator burnout is real.” Interview participants, meanwhile, urged us to devote more attention to the topic of creator mental health in our research. As TikToker Freddie 4 told us at the close of our interview when we probed for topics we did not raise, “I don’t see a lot of people talking about the pitfalls of mental health.”
Whereas creators tended to cast overwork as an inevitable career consequence, we discerned noteworthy variances in what they articulated—and what remained unspeakable. To illuminate such variances across communicative contexts (their audience-fans, the public, and us, the researchers), we explore how creators described the condition of burnout, where they cast blame, and the extent to which they discussed solutions. We attribute such variances in speakability to different power relations between creators, platforms, and audiences.
Defining burnout: Risks, conditions, and effects
In their contentions that creator burnout is real, creators tended to take for granted the definition and symptoms of burnout. In a rare clinical account, creator and mental health expert Kati Morton described burnout physiologically, as the amygdala’s response to “misalignment between the effort put into both work and everyday life and the rewards, or lack thereof” (Ifeanyi, 2022). YouTuber and mental health specialist Raffael Boccamazzo (2023), meanwhile, cited a model of occupational burnout used by the World Health Organization. Notwithstanding such accounts—both furnished by individuals who specialize in mental health—creators were far more likely to address burnout in experiential rather than diagnostic terms.
Across both public and private self-reports, creators invoked remarkably similar metaphors to describe chronic fatigue and a sense of creative depletion. “YouTube is a treadmill . . . if you stop for a second, you’re dead,” YouTube gamer Drake McWhorter told then-CNN reporter Kaya Yurieff (2019). Or, as YouTube vlogger Lizzy Capri shared in an article exploring creator loneliness, “It’s exhausting and repetitive, and you feel like you’re on this hamster wheel. And you can’t get out because your whole business will crumble” (Liederman, 2023). Cyclical metaphors were common in interviews, too. Mark, a first-generation creator who later went into consulting, explained a tendency among creators to “dash out of the gate [and onto] that treadmill.” He added, “Pumping out content starts to take its toll. It’s mentally challenging. The criticism is tough.” Educational content creator Allen, meanwhile, described how creators are expected to “spin our wheels as much as possible.” To be sure, references to churns and cycles are not unprecedented; as sociologist Hartmut Rosa (2014) explains, the metaphor of the hamster wheel speaks to wider structures of labor acceleration under systems of advanced capitalism. In digital contexts, however, cyclical references capture the “always on” nature of social media and the infinite scroll feature adopted by many platforms.
Some creators—while communicating about their labor to audiences and the wider public—seemed to venerate work strain, casting it as a necessary sacrifice on their artistic journeys. As YouTuber-filmaker Casey Neistat (2019) explained, What it took for me to get this channel from 200,000 subscribers to 10 million was not sleeping, was uploading every single day for two and a half years. I busted my ass to build this channel, and I don’t have a lot of sympathy for people who aren’t willing to do that but want the success. Hard work is always required to get to where you want to be.
Much like the MrBeast confessional reported in the introduction, Neistat appeals to a masculine-coded version of entrepreneurship—one marked by radical individualism, self-sacrifice, and avowals of a talent-based meritocracy (Lusoli, 2025; Marwick, 2013). Tech reviewer Brannon Neary (2025), similarly, noted how pervasive burnout is among his YouTube peers before assuring audiences, “I’m not quitting. I’m going to continue to grind.” Accounts of sacrificial labor and projections of “stress aesthetics” (Caldwell, 2023) appeared in press reports, too. YouTuber and author George McMichael Moyer described his relationship with YouTube as a “sick obsession,” adding, “I think about YouTube while I eat and sleep” (Raza, 2024). He went on to detail the necessity of this work ethic, justifying, “You have to put in the work in anything to be successful; it’s just not going to be handed to you” (Raza, 2024). From these accounts, neither “sick obsessions” nor self-neglect are pathologized; they are, rather, artistic avowals that construct an imagined boundary between “real” creators and those far less committed to their craft.
Not all creators publicly glorified “the grind.” In a video titled “Creator Burnout | Why It Occurs and How To Avoid It,” YouTuber-artist Emily Artful (2019) chronicled her own struggle to come to grips with the demands of the job: When there were moments available for me to rest, I instead doubled down on my work, staying up late while fighting back 101-degree fever. “I’m fine,” I keep telling myself, “I’m pumped full of Advil and caffeine. There is absolutely no way this could go wrong.” Oh, how wrong it did go. I suddenly began to have random fits of sweating, shaking and dizziness that would completely stop me in my tracks. Eventually I was forced to take a break because my body would simply not let me carry on the way I was.
Unlike those who continued to “grind,” Emily described the moment when she was forced to finally reckon with the psychological experiences of burnout. While this fits within a broader narrative of transformation, a theme to which we later return, it suggests the harm-inducing potential of work in the platform-dependent economy. Such critiques resounded in our one-on-one interviews with creators. Social media creator-turned-consultant Ada admitted that the mental health cost was among the reasons she had moved away from full-time creation, explaining, “Creators and influencers oftentimes don’t really take as seriously burnout and their own mental health.” Or, as gamer-streamer Kelsey confessed, [It takes a] massive toll on your mental health 100%. Especially when you’re spending X amount of hours a day streaming and then X amount of hours on your mobile device, PC, just trying to create content . . . It’s just a never-ending cycle.
Together, these accounts instantiate the potential for the “dream job” of social media content creation to exact a profound toll on workers.
Casting blame and (not) speaking out
Alongside reports of burnout and other career-related risks, creators offered widely different perspectives about why full-time creators may be especially susceptible to overwork. Some seemed to individually shoulder the blame, citing their own failures at boundary-setting or management. Consider, for instance, how lifestyle influencer Alisha Marie (2018) chronicled the missteps in her own professional journey: I used to be so naive, like last year I would see YouTubers stop uploading. I would be like, “Oh shoot, they’re off their game let me hustle more,” and I would hustle and hustle. I pushed myself to upload so many times in the summer, and I would vlog every single day towards the end of the year, and it was a lot, and I was just like, “I can do it. I can do it.” I would push myself.
By describing her own “naive[te],” Alisha assumes responsibility for her compulsion to create and remain competitive in a hypersaturated content marketplace.
In other instances, creators blamed the managerial incompetence of their peers. In a panel discussion posted on the Think Media YouTube channel, Derral Eves argued that burnout and fatigue happen because creators “are not willing to let go [delegate], they’re control freaks. They’re not scaling their business” (Think Media, 2020). On another panel—one not incidentally hosted by YouTube—former vlogger Elle Mills seems to engage in defensive containment, rebuffing the assumption that platform dynamics compel creators toward overwork.
A lot of it falls onto the creators to make it better. YouTube can only do so much. [The] creator’s the one who is saying yes or no to those things, they have control over their schedule and how much pressure they put on themselves. (YouTube Creators, 2019)
This same spirit of self-blame emerged in the articles, too, as creators seemed to recast blame from work conditions onto individual failures. After conceding that YouTube prefers a steady stream of content, then-vlogger Charlie McDonnell reasoned, “I’m hesitant to badmouth the algorithm too much. I feel like YouTubers can use it as a bit of a scapegoat sometimes, because it feels like an unknown thing” (Stokel-Walker, 2018). Together, these creators and entrepreneurs place the onus for burnout on laboring subjectivities, emphasizing personal failure of skills or capability rather than the structural conditions of platform-dependent work.
Yet, another faction of creators did directly blame external forces for the burnout epidemic—be it demanding platforms or audiences starved for content provisions. Across our sample, creators called out platform features—especially the synecdochic “algorithm”—for driving them toward fatigue. Indeed, the earlier-mentioned accounts of the YouTube treadmill and potentially “crumbling businesses” were hitched to fears that the platforms’ algorithms would punish creators who paused content creation. As lifestyle content creator Vitasta Bhat put it, “Constantly posting on Instagram gets to me a lot. Even if I am tired and want to take about 2-3 days off from social media, my reach drops” (Patwa, 2022). During an interview, TikToker Mia similarly shared her fear that she might get “dinged by the algorithm” if she took any sort of posting break.
It is perhaps not surprising that, during interviews, creators were especially likely to cast blame on platform logics and systems. “There’s a ton of . . . creator burnout in our space, and it’s not spoken enough about,” one former creator turned advocate confessed to us. Then invoking culpability, she added, “The platforms are relying on creators as an anchor for their algorithms to constantly push out new content, but then they don’t really understand the demands of that.” Menswear fashion creator Thomas, meanwhile, shared that he had recently “spun out about the algorithms” to the point that he was having regular conversations with a therapist about how to separate his self-worth from platform markers of success. In other words, creators experienced a profound level of what has been described in another context as “algorithmic anxiety” (Jhaver et al., 2018).
It bears repeating that these latter critiques took place in the context of research interviews rather than in a public setting. Communicating a critique about a platform on the platform raises the possibility of retaliation—directly or indirectly through forms of redacted platform reach. While platforms systematically deny the issue of such punishment—instantiating what Cotter (2023) and others dub algorithmic gaslighting—our interviews shared their own accounts of platform retribution. As one creator confessed, “I notice that when I speak about TikTok as a platform negatively, I often—my next few videos after that will be shadow banned.” Another Instagrammer who waged a public critique against algorithmic discrimination on Instagram shared that her account continued to suffer.
I still use Instagram, because that’s my biggest platform . . . I love that I can still make money from it and work with friends. But . . . I know that I am still shadow banned as much as Instagram will say that I’m not. My reach isn’t where it is, where it used to be because I did speak out about it.
That she uses the explicit refrain of “speak[ing] out” suggests how platform-dependent creators face a situation akin to “biting the hand that feeds you.”
Along with their (public and private) critiques of platform demands, creators addressed how the perceived expectations of audiences pushed them to continuously self-produce. Before announcing her public departure, YouTuber Elle Mills told then-CNN reporter Kaya Yurieff, I refrain from taking too many breaks because then people are less forgiving. Every once in a while, they’re like, “OK, we get it, it’s been a lot,” but if you keep on taking too many breaks, then I feel like the loyalty starts to fade. (Yurieff, 2019)
In other cases, the audiences and algorithms were described as a singular force. As gamer-comedian Matt Lees offered, “The audience expects consistency. They expect frequency. Without these, it’s incredibly easy to slip off the radar and lose favor with the algorithm that gave you your wings” (Parkin, 2018). Lifestyle influencer Alisha Marie confessed to a reporter, “I honestly had never seen a creator actually take a break successfully. A whole bunch of creators had taken a break, but to be very blunt, everyone saw them as now irrelevant” (Chang, 2021). Whether expressly retaliating or through algorithmic distance, the result was the same: taking a break was seen as a direct threat to creators’ livelihoods.
The imagined audience was not only a catalyst of burnout but also, crucially, a source that prevented creators from speaking out about the intensity of their careers. Some creators acknowledged the fraught dynamics while speaking directly to audiences. YouTuber Emily Artful (2019) thus explained how the feeling of chronic exhaustion was complicated by a sense of “feeling guilty”: “I can’t believe I even have thoughts of being tired. I am so lucky to be able to do this as a living. It would be wrong to even complain.” Or, as creator-entrepreneur Roberto Blake (2020) put it, “It’s legit hard, but then you don’t talk about it because you don’t think you can. Because there is this guilt and it’s the shaming, like oh get a real job or oh that’s not hard.”
The assumption that audiences would lack empathy—or worse, shame creators—was a powerful deterrent to labor-related complaints. As Devron Harris put it, “When creators do try to speak out on being bullied or burned out or not being treated as human, the comments all say, ‘You’re an influencer, get over it’” (Lorenz, 2021). Creators thus were expected to exhibit an air of gratitude toward their communities alongside a professed “passion for the job.” One TikToker, after disclosing to us that “[Creators are] always stressed, they’re always having panic attacks,” noted how these confessions are relegated to their “friends-only” accounts. Much like media workers who repudiate conditions of gender-based inequity (Gill, 2014), creators’ gratitude may preclude them from expressing discontent with such a “dream job.”
Mitigating burnout: Resilience, recalibration, and retreat
If burnout is an unavoidable risk of platform-dependent content creation, then it seems important to consider the structures of mitigating risks and harms. While some of the articles mentioned industry-orchestrated measures—such as mental health videos supplied by platforms themselves (YouTube Creators, 2019)—the risk-reduction tactics were overwhelmingly individualized. They ranged from pampering and self-care to full-scale departures from content creation. To systematize these approaches, we categorize them as accounts that emphasize individual pluck and resilience, acts of creative reframing, and concerted breaks—either sabbaticals or retirement. Though the strategies of resilience, recalibration, and retreat were not mutually exclusive, they attest to a patchwork system of solutions that recasts the burden from institutional conditions onto individual laborers.
Narratives of personal resilience abounded in public accounts: creators spoke of intentional boundary-setting, acts of mindfulness and self-care, and their efforts to cultivate self-compassion and redefine success. Given the ethos of entrepreneurship that sustains creators, it is perhaps not surprising that some creators described “pushing through” the experiences of physical and psychic strain. Recall Brannon’s earlier-mentioned avowal to “continue to grind.” MrBeast, when asked whether there might be “a moment where you almost break,” replied, “I do have quite a few, but if you just take half a day off then you’re good. Just crank out like a season of anime in a night and then you’re good” (Impaulsive, 2021). Or, as filmmaker and YouTuber Van Neistat remarked in a clip discussing his daily routine, sometimes the routine creators use needs recalibrated. “. . . this burnout feels fake, cunning, baffling. Going to fight through it. This is the part of the marathon, where you’ve got to swallow your pride, and walk, slow down, but don’t stop” (Van Neistat, 2022).
That both of these accounts are issued by masculine public figures is not incidental; indeed, invocations of resilience seemed to fall along gender lines, with masculine grit sharply contrasted with feminine-coded self-care and restorative practices. Lifestyle influencer Sylvia Gani explained to Tubefilter how her response to burnout was one of self-care that included “doing things to destress, massages, spa, nails . . .” (Hale, 2018). More broadly, we observed marked gender dynamics in how creators address the symptoms and solution of burnout. Women tended to engage in self-blame and describe burnout as a visceral, embodied experience, while men were more likely to generalize burnout and attribute it to others’ mismanagement.
Beyond resilience, creators publicly described their efforts to revive their artistry and self-expression. In the earlier-mentioned Tubefilter Q&A, Joseph Alminawi detailed his own efforts to stave off burnout, namely by—to use a favorite euphemism—pivoting.
It’s only when it feels like I don’t have enough variety that I get the burnout vibes. What I’ve found has worked best for me is to occasionally try something completely different to keep things interesting—maybe a different game genre, or maybe a cooking video.
He went on to describe the potential for such recalibrations to boost audience engagement: “Sometimes I get surprised with an outstanding community response!” In this instance, Alminawi casts his content pivot as a win-win—staving off burnout while engaging audiences (Hale, 2019).
Other creators advised a different sort of recalibration—one that focused on non-metric indices of success. In an appeal to fellow creators, Greg Smith (2022) advised them to shift attention away from metric performance: “Instead of striving to hit 100,000 views, set a goal of up-leveling your content—ask yourself how you can make something that people will love.” But Smith pitched his own solution, too: “As a creator with a long-running online course and the CEO of a company that helps thousands of creators earn revenue from their content, I have firsthand experience with creator burnout and how to avoid it” (Smith, 2022). Here, much like with Alminawi’s version, we can see how the problem of burnout (preoccupation with external markers of success) was simultaneously cast as the solution (look inward, success will come).
It is not incidental that several of the examples in our video sample focused on self-branded products and services packaged as remedies to burnout. Consider, for instance, how the founder of Momentum Productions (2021) pitches his services, “If you’re feeling that [burnout] it’s perfectly normal, I’ve been there. I hope you’re absorbing what I’m talking because I’ve gotten out of this burnout.” Or, as Katie Steckly (2023) put it, “Creating your Instagram content, coming up with social strategy, my team at Creatorly Media would love to help you out.” Much like the kinds of market devices that creator-entrepreneurs peddle (MacDonald, 2023), these creators sold their own version of burnout prevention.
But alongside those who found ways to cope with the harms—and even capitalize on them, a minority of creators reported retreating. Such departures included extended breaks, withdrawals, and—in some cases—retirement from their eminently public careers. Consider how longtime beauty vlogger Michelle Phan described her own decision to step away from such a high-visibility career, “I didn’t have the bandwidth. I just didn’t have the passion for it anymore. And I was depressed—I was getting so many hate comments” (Spangler, 2018). More recently, YouTuber Ellie Mills penned a widely circulated New York Times essay that opened, “My life so far has often been distilled to numbers: 1.7 million subscribers, 1.8 million total followers, 155 million views. At 12 years old, I started posting videos on YouTube. In November, at 24, I quit” (Mills, 2023). Significantly, these public departures were from high-profile creators who enjoyed enough success that they could pursue other economic opportunities. More often, creators find themselves trapped between constant productivity and full-scale departure.
Discussion and conclusion
Amid growing attention to the affective demands of work today, researchers and advocates have identified a widespread mental health crisis affecting media and cultural workers (Bélair-Gagnon et al., 2024; Deuze, 2025). While platform-dependent content creators face similar challenges to their legacy media counterparts, the latter experience unique struggles, too, given the strain of platform precarity (Cunningham and Craig, 2017; Poell et al., 2021), volatility bound up with “the algorithm” (Are and Briggs, 2023; Arriagada and Ibáñez, 2020), and vulnerabilities from audiences’ expectations for intimacy and self-disclosure (Abidin, 2015; Duffy et al., 2024; Glatt, 2022). Our research attests to a patterned framing of these conditions through the lens of mental health and wellness, with an emphasis on overwork, chronic fatigue, and creative depletion. Crucially, though, creators articulated the risks of and responsibilities for burnout quite differently across communicative contexts, depending on whether these disclosures appear in their branded content, in media reports, or are part of academic research. Such differences attest to wider power hierarchies and systems of privilege.
In explicating the problem of burnout, we found that creators primarily discussed the condition and symptoms in experiential terms, with many bemoaning the relentless, cyclical nature of platform labor. The circular metaphors they invoke—such as “hamster wheels” and “treadmills”—are redolent of what Nguyen (2025) found among book authors, who experience a “vortex of visibility”—a pull toward platform opportunities coupled with the risk of being swept into endless cycles of performance and market logic. The risk-intensive nature of creative labor is hardly unprecedented. Research has long indicated how traditional cultural workers accept as normal the risks associated with flexible employment conditions, stirred by the promise of “cool jobs” within “hot industries” (Neff et al., 2005). In the platform economy, content creators further normalize and even glorify the occupational hazards related to their own mental health and well-being, framing them as necessary prerequisites for retaining their “dream jobs.” Recall from the opening anecdote MrBeast’s appeal to entrepreneurial grit—or what Caldwell (2023) aptly described as the “stress aesthetics” of the creator economy.
Creators’ location of blame is also worthy of reflection. In public media and on their own channels, creators tended to attribute burnout to their own personal failures or the expectations of audiences. During interviews, however, they were more likely to attribute burnout to platforms’ addictive systems and algorithms that compel content production at a relentless pace. Notably, high-profile creators tended to refrain from explicitly critiquing platforms, whereas some creators with smaller followings were more willing to voice criticisms of platform power. A possible explanation is that highly visible creators have more at stake, which may discourage overt platform critique. These patterns of power and un/speakability are further reinforced by platforms’ own public narratives of care. For instance, a TikTok spokesperson emphasized that the company “care[s] deeply about our creators’ wellbeing” (Lorenz, 2021), while a YouTube spokesperson similarly stated that the platform is “focused on creator wellbeing” and does not want creators to burn out (Hamilton, 2019). These assurances expressly contradict creators’ repeated accounts that taking breaks leads to declining views, revealing a marked disjuncture between platforms’ public narratives of care and creators’ lived experiences of algorithmic precarity. These narratives, moreover, convey an implicit individualization of responsibility, whereby burnout is framed as a failure to self-manage rather than a structural condition.
Given that both platforms and creators tend to individualize responsibility for burnout, it follows that creators often resort to personal responses or fragmented solutions. Many creators emphasized self-help and recalibration strategies, relying on self-care and resilience, or proposing external solutions involving technology, experts, or teams. In addition, creators—particularly on their social media channels—disclose their experiences of burnout as fodder for their self-brand, providing “content” helping them to promote related services. A solution frequently invoked in public media and creators’ channels is AI and other emerging technological tools, which are framed as mechanisms to reduce labor and enable creators to become “real” entrepreneurs. As trends related to AI accelerate, this move to technosolutionism is likely to intensify, further displacing attention away from platforms themselves as potential sites of responsibility or intervention.
Taken together, our findings suggest that burnout remains partially unspeakable, shaped by the structural features of platform labor, norms about the privileged status of creative work, and entrenched power relations. Notably, many creators described reluctance to speak openly about burnout in terms of guilt and a sense of gratitude toward their audiences and communities. We describe this dynamic elsewhere as “performative gratitude” (Duffy, in press)—a compulsion to brush off occupational risks to appear grateful for occupying a culturally valorized “dream job.” Such posturing speaks to broader assumptions about the privileged nature of creative work, contingent upon status characteristics, elite networks, and cultural capital (Trapido and Koppman, 2023). Our findings further suggest that the ability to call attention to creator burnout, or what we call speakability, is itself a form of privilege, shaped not only by existing markers of career status, but also by patterns of social identity, including subjectivities of gender. Given the historical tendency to dismiss or trivialize women’s mental health concerns as irrational, future research should examine more closely the gendered patterns through which burnout is experienced and articulated among digital creative workers.
By examining how creator burnout is differently speakable across communicative contexts and social identities, our study extends scholarship on platformized creative labor, showing how occupational risks are shaped by deep-seated notions of power and privilege—which together defy the myth of a talent meritocracy. However, it is important to note that our data are drawn primarily from creators based in English-speaking countries, particularly the United States, Canada, and the United Kingdom. As such, speakability, and the forms of unspeakability we identify, may be further shaped by distinct political economies, regulatory regimes, and cultural norms in other regions. Future research should therefore examine how speaking out about occupational hazards unfolds across different global contexts, where the conditions of platform labor and expressive constraints may differ significantly.
More broadly, our research indicates an urgent need to reckon with what was recently dubbed the “quiet mental health struggles” among content creators (Popov, 2025). We are thus heartened by recent efforts to draw public and policy attention to the risks of platform-dependent creative work. Some of these efforts come from creators themselves and coexist with broader forms of agency (Lukan and Čehovin Zajc, 2025), resistance (Salamon and Saunders, 2024), and collective action (Niebler, 2020). Others take the form of solidarity-building and policy-oriented interventions. In the US context in which our study was situated, the Creators 4 Mental Health organization has partnered with lawmakers to develop a Creator Bill of Rights. In introducing the resolution, Shira Lazar, Founder and CEO of What’s Trending and Creators 4 Mental Health, noted that: “Creators are a growing workforce building the culture and economy we all rely on, yet we’re doing it without basic protections or frameworks of support” (Khanna, 2026). Our research, too, underscores the critical need for such support structures, alongside an understanding—from industry leaders, policy-makers, and the wider public—that creator burnout is indeed real.
Footnotes
Acknowledgements
The authors would like to thank Anna Hooper for her research assistance, Lee Humphreys for presenting the paper on our behalf at the 2025 Association of Internet Researchers (AoIR) conference, and the two anonymous reviewers for their thoughtful and constructive feedback.
Ethical considerations
This project was approved by Cornell University’s Institutional Review Board [IRB Approval Number: IRB0146685].
Consent to participate
All participants provided written informed consent.
Funding
The authors disclosed receipt of the following financial support for the research, authorship, and/or publication of this article: This work was supported by a grant from the Cornell Center for Social Sciences.
Declaration of conflicting interests
The authors declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.
Data availability statement
The datasets generated during and/or analyzed during the current study are not publicly available to protect participant confidentiality but are available from the corresponding author on request.
