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'Haven't You Heard? I'M The Internet Girl': Katseye Fan Discussions And Parasocial Relationships On Tiktok, Kristin Tuttle May 2026

'Haven't You Heard? I'M The Internet Girl': Katseye Fan Discussions And Parasocial Relationships On Tiktok, Kristin Tuttle

Journalism Undergraduate Honors Theses

This study examines how fans of the girl group KATSEYE interact with each other on TikTok and explores how their discourse may reflect indicators of parasocial relationships. The study is guided by parasocial relationship literature, participatory culture theory, and the Celebrity Attitudes Scale (McCutcheon, Lange, & Houran, 2002), which identifies varying levels and intensities of celebrity worship and emotional investment. The study addresses two research questions: RQ1: How do KATSEYE fans talk about the group and interact with one another on TikTok, and RQ2: How are indicators of parasocial closeness expressed in KATSEYE fan discourse? To answer these questions, a …


The Impact Of Ai-Generated Celebrity Endorsements In Political Advertising, Ryann M. Richards May 2026

The Impact Of Ai-Generated Celebrity Endorsements In Political Advertising, Ryann M. Richards

Journalism Undergraduate Honors Theses

This study examines how celebrity endorsements and the use of artificial intelligence (AI) influence voter perceptions in elections. To study the relationship between celebrity endorsements and AI, I used an experiment embedded in a survey with two conditions: one AI-generated celebrity endorsement and one AI-generated non-celebrity endorsement. Both endorsements were for a fictional candidate running for office on a platform of supporting maximum age limits of elected officials. In the celebrity condition, an AI-generated version of Dolly Parton’s voice was used. Participants then reported their perceptions of favorability, trustworthiness, recognition, fandom, and policy support. The results showed that participants who …


You Have Come Too Close To Give Up: The Use Of Social Media By Black Men During Their Doctoral Process, Lamarcus Jermaine Hall May 2026

You Have Come Too Close To Give Up: The Use Of Social Media By Black Men During Their Doctoral Process, Lamarcus Jermaine Hall

All-Inclusive List of Electronic Theses and Dissertations

The purpose of the dissertation is to determine how and to what extent social media contributes to and supports the success of Black men as they obtain their terminal degrees. A qualitative study collected and analyzed data from the research question, “What are the experiences of Black men who used social media during their doctoral degree process?” Eleven participants from various U.S. regions were interviewed. This research is based on Critical Race Theory (CRT) and Social Network Theory (SNT), which offer frameworks to understand how social media helps participants achieve their terminal degrees. Using a narrative inquiry approach, I highlight …


How Does The Rise Of Ai-Generated Media Influence Public Trust In Audiovisual Communication?, Danny Mathew May 2026

How Does The Rise Of Ai-Generated Media Influence Public Trust In Audiovisual Communication?, Danny Mathew

Communications and Digital Media Theses

This study examines how the rise of AI-generated media influences public trust in audiovisual communication. As artificial intelligence technology advances, they have become capable of producing highly realistic images and videos that challenge traditional assumptions about the credibility of audiovisual media. This research uses a qualitative visual content analysis to compare AI-generated and authentic audiovisual content shared on social media platforms, specifically on platforms such as Instagram and Facebook. A dataset of 30 media samples was evaluated using a structured coding framework that evaluated visual realism, facial and visual inconsistencies, contextual presentation, indicators of AI generation, and perceived credibility. The …


Soft Life Or Survival? The Digital Rebranding Of Black Womanhood In Online Culture, Elizabeth Revangil May 2026

Soft Life Or Survival? The Digital Rebranding Of Black Womanhood In Online Culture, Elizabeth Revangil

Communications and Digital Media Theses

This thesis examines how Black women are using digital media, specifically the popular social media platform, TikTok, to redefine femininity through the soft life SOFT LIFE OR SURVIVAL 2 movement. Historically, Black womanhood has been tied to strength, resilience, and survival, leaving limited space for softness and emotional vulnerability. This tends to create unrealistic expectations, and an undeniable societal pressure on Black women to perform. In recent years, social media has created opportunities for Black women to challenge these expectations and present alternative definitions of the Black women identity, reshaped around peace, emotional well-being, and softness instead of strength. Using …


Scrolling Fatigue: How Continuous Short-Form Video Consumption Affects User Attention And Satisfaction, Maribeliy Ramos Jimenez May 2026

Scrolling Fatigue: How Continuous Short-Form Video Consumption Affects User Attention And Satisfaction, Maribeliy Ramos Jimenez

Communications and Digital Media Theses

This thesis focuses on the negative effects that derive from continuous short-from video consumption. It specifically examines the relationship between user scrolling fatigue, attention, and satisfaction with constant usage of short-form video platforms. It mainly focuses on the use of digital platforms such as TikTok, Snapchat, Facebook, and Instagram. This research builds on previously examined empirical investigations that analyzed the effects of scrolling through short-form video digital platforms influences users’ memory, stress, and procrastination. The research analyzes the possible connection with the use of survey-based quantitative methods. The study aims to determine how users process the continuous exposure to short-form …


An Experimental Study On Gendered Leadership Effects In Neighborhood Climate Protests, Farzana Fahmee May 2026

An Experimental Study On Gendered Leadership Effects In Neighborhood Climate Protests, Farzana Fahmee

Graduate Theses and Dissertations

Leaders are at the frontline as they determine the attitude that audiences have towards social movements and the level of attention they are willing to give to those movements. This paper investigates the influence of a neighborhood environmental protest leader’s gender on perceived leadership and democratic participation. The study relies on self-categorization theory, social identity theory, and the concept of issue-fit to assert the possibility of women gaining from the cultural connection between environmental care and femininity, while also experiencing backlash due to the masculine coding of leadership. A post-test online experiment involving 189 university students was conducted in which …


Exploration Of Expressive Prosody During Dyadic Conversation In Adults With Dementia, Kara Marie Sabanski May 2026

Exploration Of Expressive Prosody During Dyadic Conversation In Adults With Dementia, Kara Marie Sabanski

Undergraduate Honors Thesis Collection

Dementia is associated with progressive cognitive and communicative impairments that can contribute to social withdrawal and reduced quality of life. Although prior research has explored musical interventions and the use of prosodic features for early diagnosis, little is known about how expressive prosody is linked to engagement and communicative state during dyadic conversation in individuals with dementia. The present study examines different speech characteristics present in expressive prosody during conversation and explores whether these characteristics are associated with differences in conversational and behavioral engagement. Acoustic measures of pitch and speaking rate were analyzed during conversational interactions. Results indicated that prosodic …


It's Okay, I'M Fine: A Communication Approach To Masculinity, Vulnerability, And Emotional Intimacy In Male Friendships, Nathan M. Spencer May 2026

It's Okay, I'M Fine: A Communication Approach To Masculinity, Vulnerability, And Emotional Intimacy In Male Friendships, Nathan M. Spencer

All Graduate Theses and Dissertations, Fall 2023 to Present

Vulnerability is a key part of any relationship, as it allows people to feel more connected and closer to one another. However, toxic masculine norms are inhibiting men from being vulnerable in their relationships, especially in their friendships with other men. This study seeks to explore how vulnerable communication can lead to increased feelings of emotional intimacy and partner responsiveness within male friendships, even when it goes against the person’s expectations. Findings suggest that when a man is exposed to a vulnerable message, he will perceive an increase in both emotional intimacy and partner responsiveness. Another factor was that when …


Branding The Protector And Helper: How The U.S. Army National Guard Presents Itself In Humanitarian Outreach, Aaron Otoo Acromond May 2026

Branding The Protector And Helper: How The U.S. Army National Guard Presents Itself In Humanitarian Outreach, Aaron Otoo Acromond

Electronic Theses and Dissertations

This study examines how the United States Army National Guard constructs and communicates its humanitarian identity during domestic disaster response through official social media. Addressing limited scholarship on how hybrid military institutions frame their roles in domestic crises, the research applies qualitative content analysis to visual and textual posts from official Facebook and Instagram accounts during three disasters: Hurricane Ian (2022), the Hawaii Wildfires (2023), and Hurricane Helene (2024). The analysis identifies three communication themes: operational preparedness and technical capacity, humanitarian assistance to affected civilians, and collaboration with civilian agencies. These narratives portray the National Guard as a professional and …


Media Portrayal Of High-Profile Female Victims Of Sexual Harassment, Chinenye Nwaneri May 2026

Media Portrayal Of High-Profile Female Victims Of Sexual Harassment, Chinenye Nwaneri

Electronic Theses and Dissertations

This rhetorical study investigated how the Nigerian media portray high-profile female victims of sexual harassment. The research was undertaken in response to concerns that media narratives often reinforce gender stereotypes and influence public perceptions of victims. Focusing on the sexual harassment allegations made by senator Natasha Akpoti-Uduaghan against Senate president Godswill Akpabio, the study analyzed newspaper coverage from Daily Trust and Vanguard between February and December 2025. Using Critical Discourse Analysis within the framework of Feminist Media Theory, the research examined how language and framing shaped the representation of the female accuser. The findings reveal that media coverage constructed the …


The Trade-Off Between The Fear Of Judgment (Stigma) And The Intention To Engage With Ai-Driven Hiv/Aids Information: Evidence From Bangladesh And Nigeria, Abdullah Mohaimen May 2026

The Trade-Off Between The Fear Of Judgment (Stigma) And The Intention To Engage With Ai-Driven Hiv/Aids Information: Evidence From Bangladesh And Nigeria, Abdullah Mohaimen

Masters Theses

This study explores the relationship between Fear of Judgment (FOJ), understood as perceived stigma, and Intention to Engage (EI) with an AI-driven chatbot providing HIV/AIDS information. Stigma often discourages individuals from seeking information or discussing sensitive health issues, creating barriers to prevention and education. AI chatbots offer a potential solution by enabling anonymous, accessible, and non-judgmental interactions. This study examines whether FOJ reduces users’ willingness to engage with such technology and whether cultural context shapes this relationship. Data were collected from young adults in Bangladesh and Nigeria (N = 56) through an anonymous online survey using a simulated chatbot, Lifeline. …


Examination Of The Association Among Family Communication Patterns, Attitudes Toward Sex, And Sexual Communication Self-Efficacy, Brooklynn Edelmayer May 2026

Examination Of The Association Among Family Communication Patterns, Attitudes Toward Sex, And Sexual Communication Self-Efficacy, Brooklynn Edelmayer

All Graduate Theses and Dissertations, Fall 2023 to Present

The purpose of this study was to gain a better understanding of the role that family communication plays in the development of sexual attitudes and sexual communication self-efficacy. Essentially, each family has a unique communication environment, which consists of how open communication is, the variety of topics a family might discuss, and expectations of conformity that parents have for their children. Attitudes toward sex can be conservative–reflecting traditional views toward sex–or progressive–reflecting tolerance and flexibility toward various sexual lifestyles. Sexual communication self-efficacy is the degree to which an individual feels comfortable communicating about sex with a sexual partner. Participants in …


"Am I A Man Or A Muppet": A Rhetorical Analysis Of Generative Ai’S Representation Of Gender, Jessica Boaz May 2026

"Am I A Man Or A Muppet": A Rhetorical Analysis Of Generative Ai’S Representation Of Gender, Jessica Boaz

Electronic Theses and Dissertations

This thesis examines how generative artificial intelligence constructs and performs gender roles through a rhetorical analysis of the fully AI-generated podcast Fairytale Forensics. Drawing on theories of constitutive rhetoric, stereotyping, and McLuhan’s approach to the medium, this thesis investigates how AI-generated hosts interpret classic fairy tales while simultaneously reproducing and negotiating gender norms through the lens of prosopopoeia, metonymy and synecdoche. These performances rely on normative gender stereotypes that align with broader societal expectations, thereby potentially reinforcing existing cultural assumptions about masculinity and femininity. Ultimately, it demonstrates that AI-generated discourse does not merely reflect human biases but actively participates in …


Building Collaborative Capacity For Coexistence With The Montana Beaver Working Group, Shane Randle May 2026

Building Collaborative Capacity For Coexistence With The Montana Beaver Working Group, Shane Randle

Graduate Student Portfolios, Professional Papers, and Capstone Projects

Despite beavers’ recent surge in popularity, prevailing negative attitudes and the persistence of beaver removal practices remain obstacles for those advocating living with beavers. The Montana Beaver Working Group (BWG) advances beavers’ role in ecological and community resilience through members’ collaborative efforts, including beaver-related restoration and conflict resolution projects. Bringing together people with diverse values and perspectives, the BWG builds collective understanding, develops a holistic vision for beavers in Montana, and supports members in pursuing it. As the group’s impacts and membership have grown, so too has their need to adapt. For my Civic Engagement Project, I strengthened the BWG’s …


The Effects Of Excessive Smartphone Use On Interpersonal Relationships, Lisa M. Whitesell May 2026

The Effects Of Excessive Smartphone Use On Interpersonal Relationships, Lisa M. Whitesell

Electronic Theses, Projects, and Dissertations

Smartphones are integral to daily life, generating a propensity for overuse that raises concerns about the potentially adverse effects on social connections and communication. Previous research is primarily quantitative, focused on male subjects outside the United States, and has not explored the impact of smartphone use on relationships from the perspective of close friends and family. This study addresses the gap by applying qualitative methodologies using a more balanced gender sample in the United States. Semi-structured interviews will capture participants’ experiences and perceptions of how excessive smartphone use affects their interpersonal relationships. Open-ended questions will explore smartphone use patterns, the …


Nonbinary And Transgender Representation In Media: How Scripted Media Impacts And Shapes The Identities Of Communities Outside The Gender Binary, Makenna Dykstra May 2026

Nonbinary And Transgender Representation In Media: How Scripted Media Impacts And Shapes The Identities Of Communities Outside The Gender Binary, Makenna Dykstra

Electronic Theses, Projects, and Dissertations

The lack of, and otherwise poor, representation of nonbinary and trans communities contributes to the societal othering of these communities. However, nonbinary and trans representation holds importance to these communities. Trans and nonbinary communities, like other communities, use media to help them negotiate their identities (Hall, 2005). However, current representation in scripted television is small and contentious, with the ability to have just as much of a negative impact as a positive one. LGBTQ+ television has a history of favoring moderate depictions of queerness, like that in nonbinary and trans characters, as a means of defining these identities to cisgender …


Understanding Barriers To Breast Cancer Screening Among Rural Women In South Carolina: A Qualitative Study Using The Idea Model, Israt Jahan May 2026

Understanding Barriers To Breast Cancer Screening Among Rural Women In South Carolina: A Qualitative Study Using The Idea Model, Israt Jahan

All Theses

Breast cancer screening rates remain low among rural women in South Carolina, leading to higher incidences of late-stage cancer diagnosis. This qualitative study used semi-structured interviews to investigate reasons why many women delay or avoid screenings, even when free screening programs such as the Best Chance Network are available in South Carolina. Guided by the IDEA model, the study explored how women interpret cancer risk, how they seek and trust cancer information, how they understand screening explanations, and what barriers affect their ability to take action. Participants described fear of pain, fear of diagnosis, personal relevance, confusion about the screening …


Addressing Medical Mistrust Among Women: Effects Of Narratives Acknowledging Mistrust On Identification, Credibility, And Persuasive Outcomes, Kylie A. Friday May 2026

Addressing Medical Mistrust Among Women: Effects Of Narratives Acknowledging Mistrust On Identification, Credibility, And Persuasive Outcomes, Kylie A. Friday

All Theses

This study examines the effectiveness of narratives addressing medical mistrust in addressing medical mistrust and promoting preventive sexual health behaviors among women. Drawing on narrative persuasion frameworks, this research investigates how tailoring to aspects of medical mistrust influences identification, transportation, credibility, emotions, and persuasive outcomes. Particular attention is given to the role of medical mistrust as a key audience characteristic that may influence how individuals engage with and interpret health messages. By considering both emotional and cognitive mechanisms of persuasion, this study advances a more nuanced understanding of how narratives may function differently across audiences with varying levels of trust …


Connection Through Crisis: A Thematic Analysis Of Dialogic Public Relations And Renewal In Social Media Posts From Nonprofit Organizations During Hurricane Helene, Cassidy L. Gruber May 2026

Connection Through Crisis: A Thematic Analysis Of Dialogic Public Relations And Renewal In Social Media Posts From Nonprofit Organizations During Hurricane Helene, Cassidy L. Gruber

All Theses

During a crisis, nonprofit organizations must communicate quickly and ethically with their stakeholders to maintain a good relationship. Data was collected from nonprofit organizations’ Instagram and X accounts during a one-month period surrounding Hurricane Helene in 2024 to see how organizations were communicating with their stakeholders during a crisis. This study found that nonprofit organizations were implementing elements of dialogic communication and renewal into their social media messages. It was also found that national and global organizations were more vocal than local and regional organizations during the crisis. This research highlights the importance of communicating ethically with stakeholders during a …


Log Off To Level Up: The Effect Of Social Media Hiatus On Goal Pursuit, Nekysha L. Y. Jalil, Yong Han Tan, Andree Hartanto, Eddie M. W. Tong May 2026

Log Off To Level Up: The Effect Of Social Media Hiatus On Goal Pursuit, Nekysha L. Y. Jalil, Yong Han Tan, Andree Hartanto, Eddie M. W. Tong

Research Collection School of Social Sciences

Concerns are growing that social media, with its constant notifications and attention-grabbing content, may distract individuals and hinder progress toward important goals. Despite its pervasive presence in our lives, the impact of social media on goal achievement has not been thoroughly studied. This within-subject experimental study aims to investigate the effects of social media hiatus (SMH), a short abstinence from social media usage, on goal pursuit processes. Participants (N= 107) completed daily diaries over three consecutive days of SMH and three days of regular social media use. SMH was manipulated by blocking participants’ access to multiple social media platforms. The …


The Artificial Artist: Considering Ai’S Impact On Image Copyright, Alyse Mandelblatt May 2026

The Artificial Artist: Considering Ai’S Impact On Image Copyright, Alyse Mandelblatt

Communication Undergraduate Honors Theses

This thesis seeks to create empirical results to ground what has been a largely theoretical discussion about the effect of artificial intelligence (AI) on copyright law in the United States. AI has disrupted traditional ideas of creativity and expression, which are vital communication tools. Copyright is a regulatory agent to encourage the production of unique communication products by giving owners complete rights to their work. Copyright principles conflict with current AI model training practices. This research considers how AI literacy may provide insight into copyright knowledge and AI attitudes for prediction of how common law and AI regulation policy may …


The Mouse At The Border: Magic, Money, And Manufactured Identity, Ricardo Manuel Hinojosa May 2026

The Mouse At The Border: Magic, Money, And Manufactured Identity, Ricardo Manuel Hinojosa

Open Access Theses & Dissertations

This thesis investigates the methods by which The Walt Disney Company constructs and negotiates representations of Latine, gender, and queer identities within contemporary animation, with a particular emphasis on Coco (2017), Encanto (2021), and Wish (2023). Through a critical and intersectional lens, this research posits that Disney strikes a balance between cultural specificity and global market appeal, often leading to representations that are visually elaborate yet narratively limited. Both Coco and Encanto showcase a significant engagement with cultural traditions and themes such as memory and generational trauma; however, they ultimately fall short of thoroughly addressing systemic issues like colonialism and …


Developing A Questionnaire For The Interoceptive Awareness Of Stuttering, Leslie Williams May 2026

Developing A Questionnaire For The Interoceptive Awareness Of Stuttering, Leslie Williams

Graduate Theses and Dissertations

Stuttering is commonly measured through its overt characteristics (blocks, prolongations, and repetitions). This equates to stuttering “severity,” or the frequency of these behaviors. This method, however, does not reflect the lived experience of adults who stutter. This “measurement problem” has been the subject of numerous studies. In this graduate thesis, the measurement problem is addressed by using qualitative data previously gathered by Malcolm (2024) from adults who stutter about the internal experience of stuttering to create survey. Quotes from adults who stutter were gathered, categorized, edited for clarity, and formatted into a survey, The Multidimensional Interoceptive Awareness of Stuttering Scale …


Marvelous And Disturbing: Surreal Imagery, Elaboration And The Limits Of Persuasion In Women's Health Journalism, Shelby Elizabeth Gill May 2026

Marvelous And Disturbing: Surreal Imagery, Elaboration And The Limits Of Persuasion In Women's Health Journalism, Shelby Elizabeth Gill

Graduate Theses and Dissertations

Since the 1930s, surrealism has lent its abstract hand to journalism, offering a visual language for topics that resist literal depiction. Given its historical and often fraught association with the female form, surrealist imagery has found a natural home in editorial coverage of women's health, most recently in reporting on endometriosis, a condition whose invisible, stigmatized and difficult-to-articulate experience makes conventional photojournalism an inadequate representational tool. The present study experimentally compared surreal imagery, realistic imagery and a text-only control condition to assess their effects on knowledge acquisition, comprehension, attitudinal responses, perceived risk and behavioral intentions related to endometriosis in a …


Behind The Screens And The Scoop: A Qualitative Analysis Of First-Person Mental Health Content On Social Media And Implications For News Coverage, Isabella Lise Marie Larue May 2026

Behind The Screens And The Scoop: A Qualitative Analysis Of First-Person Mental Health Content On Social Media And Implications For News Coverage, Isabella Lise Marie Larue

Graduate Theses and Dissertations

More young people are reporting increased viewership of health content across social media platforms, with only 55% of adults reporting this in a 2025 KFF (Kaiser Family Foundation) poll. While trust in this form of information is low, consumption is increasing, alongside traditional news articles’ agenda-setting that discusses the same information in a different format. The goal of this research is to explore the effects of consuming first-person mental health content on social media for people with mental illness, more than just documenting its existence, and if audiences report a sense of belonging through this social media content. The results …


Mental Health Representation And Audience Interpretation In Contemporary Streaming Media, Caitlyn Freeman May 2026

Mental Health Representation And Audience Interpretation In Contemporary Streaming Media, Caitlyn Freeman

Communications and Digital Media Theses

This study looks at streaming television as a place where ideas about mental health are shaped and communicated. These shows communicate mental health through storytelling, rather than simply reflected. Instead of viewing series as realistic depictions of psychological struggle, this analysis focuses on different elements to understand how audiences understand mental illness. This study focuses on patterns in how mental health is presented to audiences, including whether it is shown as an emotional conflict, ongoing experience, or a moment of crisis within the story. Using a qualitative analysis, the research analyzes selected episodes from each series through a codebook with …


Towards Dementia-Inclusive Digital Text-Based Health Information: A Multi-Method Investigation Of Cognitive And Affective Accessibility, Margi Engineer May 2026

Towards Dementia-Inclusive Digital Text-Based Health Information: A Multi-Method Investigation Of Cognitive And Affective Accessibility, Margi Engineer

All Dissertations

This dissertation examines the accessibility, readability, emotional tone, and trustworthiness of digital, text‑based dementia information and investigates how older adults with and without dementia cognitively and affectively engage with such content. It further explores the potential of generative AI to improve dementia information delivery through the development of a domain‑specific retrieval‑augmented generation (RAG) large language model (LLM) chatbot designed to deliver accessible, stigma‑free information. The dissertation comprises four studies using complementary quantitative and qualitative methods. Study I conducts a large‑scale content analysis of 300 medical articles, 35 websites, and 50 blogs, applying readability metrics, LIWC‑based linguistic and sentiment analysis, and …


The Biased Divide: Perceptions And Challenges Of Esports Within Universities, Alexzandra O'Neal May 2026

The Biased Divide: Perceptions And Challenges Of Esports Within Universities, Alexzandra O'Neal

Graduate Theses and Dissertations

This study examines how institutional framing and student motivations influence the development and perception of collegiate Esports programs within higher education. The research explores how Esports is positioned as either a legitimate academic and competitive pursuit or a low-priority extracurricular activity, and how these perceptions impact program growth and student experience. This non-traditional thesis is presented as a documentary film utilizing a qualitative, semi-structured interview methodology. Data were collected through interviews with students, faculty, and program leaders, focusing on a comparative analysis between University of Oklahoma and University of Arkansas. Findings indicate that institutional support and framing play a significant …


Resilience, Stress, And Emotion Regulation In College Students: A Moderated Mediation Model Of Tiktok Engagement, Samuel Bibat, Jon Thang, Hui Zhang, Hannah Carrie, Jessica Golden May 2026

Resilience, Stress, And Emotion Regulation In College Students: A Moderated Mediation Model Of Tiktok Engagement, Samuel Bibat, Jon Thang, Hui Zhang, Hannah Carrie, Jessica Golden

Journal of Social, Behavioral, and Health Sciences

This study examined associations between stress, resilience, emotion regulation (ER), and TikTok use. Data were collected from 101 undergraduate students (Mage = 20.04, SDage = 4.02) at a Midwestern private university. Participants completed self-report measures of TikTok use and intensity (i.e., emotional attachment), resilience, perceived stress, and intrapersonal and interpersonal ER. Mediation and moderated mediation analyses were conducted using PROCESS macro models. Stress mediated the relationship between resilience and TikTok use but not intensity. Interpersonal ER moderated the resilience–stress link, with higher interpersonal ER amplifying the negative association between resilience and stress, which in turn was linked …