Human–AI Collaboration in Socioemotional Support: Empirical Evidence of the Spontaneous Use of LLMs
Resumo
Context: The adoption of Large Language Models (LLMs) increased human–AI interaction in emotional support settings, but their collaborative role is still unclear. Objective: We investigate LLMs' use of socioemotional support, examining user motivations, perceived benefits, and risks. Method: A Multivocal Literature Review analyzed 22 academic studies and 113 gray literature sources published between 2021 and 2025. Results: Users seek privacy, and relief from loneliness, perceiving interactions as accessible and non-judgmental; however, risks include emotional dependency, inappropriate advice, and data vulnerabilities. Conclusions: LLMs are becoming mediators of informal care, showing collaborative potential and ethical risks.
Palavras-chave:
Large Language Models, LLMs, Human-Computer Interaction, Mental Health, Multivocal Literature Review, Reddit, TikTok
Referências
AGGARWAL, Vaishali et al. Leveraging LLMs for Mental Health: Detection and Recommendations from Social Discussions. In: 2024 IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology (WIIAT). IEEE, 2024. p. 350-354.
FORBES BRASIL. ChatGPT tem recorde de crescimento da base de usuários. Forbes Brasil, [s.l.], 01 fev. 2023. Disponível em: [link].
GAROUSI, Vahid; FELDERER, Michael; MÄNTYLÄ, Mika V. Guidelines for including grey literature and conducting multivocal literature reviews in software engineering. Information and software technology, v. 106, p. 101-121, 2019.
GIRAY, Louie. Cases of using ChatGPT as a mental health and psychological support tool. Journal of Consumer Health on the Internet, v. 29, n. 1, p. 29-48, 2025.
HAENSCH, Anna-Carolina. "It Listens Better Than My Therapist": Exploring Social Media Discourse on LLMs as Mental Health Tool. arXiv preprint arXiv:2504.12337, 2025.
KITCHENHAM, Barbara et al. Guidelines for performing systematic literature reviews in software engineering. 2007.
MA, Zilin et al. Evaluating the experience of LGBTQ+ people using large language model based chatbots for mental health support. In: Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems. 2024. p. 1-15. NAZIR, Anam;
MOYLAN, Kayley; DOHERTY, Kevin. Expert and Interdisciplinary Analysis of AI-Driven Chatbots for Mental Health Support: Mixed Methods Study. Journal of Medical Internet Research, v. 27, p. e67114, 2025.
ROUSMANIERE, Tony et al. Large language models as mental health resources: Patterns of use in the united states. 18 mar. 2025.
SPALLEK, Sophia et al. Can we use ChatGPT for mental health and substance use education? Examining its quality and potential harms. JMIR Medical Education, v. 9, n. 1, p. e51243, 2023
TALK INC RESEARCH. Inteligência Artificial na Vida Real. Talk Digital, [s.l.], 2024. Disponível em: [link].
WANG, Ze. A comprehensive survey of ChatGPT: advancements, applications, prospects, and challenges. Meta-radiology, v. 1, n. 2, p. 100022, 2023.
ZHENG, Xi et al. Customizing emotional support: How do individuals construct and interact with LLM-powered chatbots. In: Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems. 2025. p. 1-20.
FORBES BRASIL. ChatGPT tem recorde de crescimento da base de usuários. Forbes Brasil, [s.l.], 01 fev. 2023. Disponível em: [link].
GAROUSI, Vahid; FELDERER, Michael; MÄNTYLÄ, Mika V. Guidelines for including grey literature and conducting multivocal literature reviews in software engineering. Information and software technology, v. 106, p. 101-121, 2019.
GIRAY, Louie. Cases of using ChatGPT as a mental health and psychological support tool. Journal of Consumer Health on the Internet, v. 29, n. 1, p. 29-48, 2025.
HAENSCH, Anna-Carolina. "It Listens Better Than My Therapist": Exploring Social Media Discourse on LLMs as Mental Health Tool. arXiv preprint arXiv:2504.12337, 2025.
KITCHENHAM, Barbara et al. Guidelines for performing systematic literature reviews in software engineering. 2007.
MA, Zilin et al. Evaluating the experience of LGBTQ+ people using large language model based chatbots for mental health support. In: Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems. 2024. p. 1-15. NAZIR, Anam;
MOYLAN, Kayley; DOHERTY, Kevin. Expert and Interdisciplinary Analysis of AI-Driven Chatbots for Mental Health Support: Mixed Methods Study. Journal of Medical Internet Research, v. 27, p. e67114, 2025.
ROUSMANIERE, Tony et al. Large language models as mental health resources: Patterns of use in the united states. 18 mar. 2025.
SPALLEK, Sophia et al. Can we use ChatGPT for mental health and substance use education? Examining its quality and potential harms. JMIR Medical Education, v. 9, n. 1, p. e51243, 2023
TALK INC RESEARCH. Inteligência Artificial na Vida Real. Talk Digital, [s.l.], 2024. Disponível em: [link].
WANG, Ze. A comprehensive survey of ChatGPT: advancements, applications, prospects, and challenges. Meta-radiology, v. 1, n. 2, p. 100022, 2023.
ZHENG, Xi et al. Customizing emotional support: How do individuals construct and interact with LLM-powered chatbots. In: Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems. 2025. p. 1-20.
Publicado
08/06/2026
Como Citar
ASSIS, Isabelle Q. G. de; VILELA, Jéssyka.
Human–AI Collaboration in Socioemotional Support: Empirical Evidence of the Spontaneous Use of LLMs. In: CONCURSO DE TESES, DISSERTAÇÕES E TCCS EM SISTEMAS COLABORATIVOS - SIMPÓSIO BRASILEIRO DE SISTEMAS COLABORATIVOS (SBSC), 21. , 2026, Porto Alegre/RS.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2026
.
p. 163-169.
DOI: https://doi.org/10.5753/sbsc_estendido.2026.20659.
