Skip to main content

ETHNOS_APP

Home • Search • Journals • List 0

Social chatbots and emotion regulation in daily life

Examining parasocial interaction and resilience among Chinese individuals with self-reported depressive symptoms

Bibliographic Data

ID21283907
AuthorsGuoya Jiang (Huazhong University of Science and Technology), Jingjun Wang (0000-0001-9630-2975, Huazhong University of Science and Technology, corresponding author)
Year2026
Volume267
Pages107017
Publication date2026-07-01
Open AccessYes
TypeARTICLE
VenueActa Psychologica (JOURNAL)
Journal identifiersISSN: 0001-6918 • E-ISSN: 1873-6297
PublisherElsevier BV (PUBLISHER)
DOI10.1016/j.actpsy.2026.107017
PMID42114369
OpenAlexW7160758701
LanguageEN
References cited97

Depressive symptoms have become an important public health concern in China. In this context, social chatbots are increasingly used as self-help tools for emotional expression and support. This study quantitatively examines how technology perceptions and proactive interactions with social chatbots are associated with emotion regulation among Chinese individuals with self-reported depressive symptoms in non-clinical settings. An online survey was conducted with 488 participants who reported depressive experiences and prior use of social chatbots for emotional support. The data were analyzed using structural equation modeling and path analysis. Results indicate that (a) perceived ease of use was positively associated with perceived usefulness, (b) perceived usefulness was positively associated with parasocial interaction, and (c) parasocial interaction was positively associated with emotion regulation. In addition, (d) psychological resilience moderated the association between parasocial interaction and emotion regulation, such that the positive association was stronger at higher levels of resilience. These findings highlight the potential role of social chatbots in everyday emotional support and offer implications for the design of AI-based tools that facilitate emotional disclosure and adaptive self-regulation

Depression (economics) · Depressive symptoms · Negative emotion · Poison control · Psychological resilience · Resilience (materials science) · Social relation · Social support · Digital Mental Health Interventions · Media Influence and Health · Mental Health via Writing

  • Emotion Regulation

    Ross A Thompson•Monographs of the Society for…•1994

  • Social Cognition Unbound

    Open Access•Adam Waytz, Nicholas Epley et al.•Current Directions in Psychological…•2010

  • Development of parasocial interaction relationships

    Rebecca B Rubin, Michael P McHugh•Journal of Broadcasting &…•1987

  • Social anxiety in young people

    Open Access•Philip Jefferies, M Ungar et al.•PLoS ONE•2020

  • A meta-analysis of the trait resilience and mental health

    Open Access•Tianqiang Hu, Dajun Zhang et al.•Personality and Individual…•2015

  • Establishing and maintaining long-term human-computer relationships

    Open Access•Timothy Bickmore, Timothy W Bickmore et al.•ACM Transactions on Computer-Human…•2005

  • Prevalence of depressive disorders and treatment in China

    Open Access•Jin Lu, Xiufeng Xu et al.•The Lancet Psychiatry•2021

  • User Experiences of Social Support From Companion Chatbots in Everyday Contexts

    Open Access•Vivian P Ta, Caroline Griffith et al.•Journal of Medical Internet…•2020

  • Loneliness and Social Internet Use

    Open Access•Rebecca Nowland, Elizabeth A Necka et al.•Perspectives on Psychological…•2018

  • Hey Alexa … examine the variables influencing the use of artificial intelligent in-home voice assistants

    Open Access•Graeme McLean, Kofi Osei-Frimpong•Computers in Human Behavior•2019

  • On seeing human

    Nicholas Epley, Adam Waytz et al.•Psychological Review•2007

  • Psychometric analysis and refinement of the connor–davidson resilience scale (CD‐Risc)

    Open Access•Laura Campbell‐Sills, Margot B Stein et al.•Journal of Traumatic Stress•2007

  • G*Power 3

    Open Access•Franz Faul, Edgar Erdfelder et al.•Behavior Research Methods•2007

  • Loss, Trauma, and Human Resilience

    George A Bonanno•American Psychologist•2004

  • User Acceptance of Information Technology

    Viswanath Venkatesh, Venkatesh Venkatesh et al.•MIS Quarterly•2003

  • Evaluating Structural Equation Models with Unobservable Variables and Measurement Error

    Open Access•Claes Fornell, David F Larcker•Journal of Marketing Research•1981

  • A Theoretical Extension of the Technology Acceptance Model

    Open Access•Vivek Venkatesh, Viswanath Venkatesh et al.•Management Science•2000

  • Emotion Regulation

    James J Gro, James J Gross•Psychological Inquiry•2015

  • Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology

    Fred D Davis•MIS Quarterly•1989

  • The PHQ-9

    Kurt Kroenke, Robert L Spitzer et al.•Journal of General Internal…•2001

  • Resilience definitions, theory, and challenges

    Open Access•Steven M Southwick, George A Bonanno et al.•European Journal of Psychotraumatol…•2014

  • Psychological, Relational, and Emotional Effects of Self-Disclosure After Conversations With a Chatbot

    Open Access•Annabell Suh Ho, Annabell Ho et al.•Journal of Communication•2018

  • Factors influencing users’ attitudes towards intelligent chatbots in Chinese academic libraries

    Open Access•Heng Lu, Xin Li•Humanities and Social Sciences…•2025

  • “I felt her company”

    Open Access•Kate Loveys, Catherine Hiko et al.•International Journal of…•2022

  • Introducing mobile apps to promote the well-being of German and Italian university students. A cross-national application of the Technology Acceptance Model

    Open Access•Giulia Paganin, Jennifer Apolinário-Hagen et al.•Current Psychology•2023

  • Building Long-Term Human–Robot Relationships

    Open Access•Guy Laban, Arvid Kappas et al.•International Journal of Social…•2024

  • The Differential Susceptibility to Media Effects Model

    Open Access•Patti M Valkenburg, Jochen Peters et al.•Journal of Communication•2013

  • Parasocial relationships and self‐discrepancies

    Open Access•Jaye L Derrick, Shira Gabriel et al.•Personal Relationships•2008

  • Conservation of Resources in the Organizational Context

    Stevan E Hobfoll, Jonathon Halbesleben et al.•Annual Review of Organizational…•2017

  • Effects of attractions and social attributes on peoples’ usage intention and media dependence towards chatbot

    Open Access•Ke Zhang, Yuchen Xie et al.•BMC Psychology•2025

  • Teachers and educators’ experiences and perceptions of artificial-powered interventions for autism groups

    Open Access•Guang Li, Mohammad Amin Zarei et al.•BMC Psychology•2024

  • Social Robots for Supporting Post-traumatic Stress Disorder Diagnosis and Treatment

    Open Access•Guy Laban, Ziv Ben-Zion et al.•Frontiers in Psychiatry•2022

  • The ethical aspects of integrating sentiment and emotion analysis in chatbots for depression intervention

    Open Access•Kerstin Denecke, Elia Gabarrón•Frontiers in Psychiatry•2024

  • Interpersonal emotion regulation

    Jamil Zaki, W Craig Williams et al.•Emotion•2013

  • Digital interventions for the treatment of depression

    Isaac Moshe, Yannik Terhorst et al.•Psychological Bulletin•2021

  • Social comparison, social media, and self-esteem

    Erin A Vogel, Jason P Rose et al.•Psychology of Popular Media Culture•2014

  • Depressive Symptoms, Cognition, and Everyday Function Among Community-Residing Older Adults

    Open Access•Glenna Brewster, Glenna S Brewster et al.•Journal of Aging and Health•2016

  • The Emerging Field of Emotion Regulation

    Open Access•James J Gro•Review of General Psychology•1998

  • Emotional Support from AI Chatbots

    Open Access•Jingbo Meng, Yue Dai•Journal of Computer-Mediated…•2021

  • Theorizing Development of Parasocial Engagement

    Open Access•Riva Tukachinsky, Gayle S Stever et al.•Communication Theory•2018

  • Emplotting anticipatory resilience

    Timothy Betts, Elizabeth A Hintz et al.•Communication Monographs•2021

  • Obstetric Ultrasound and the Technological Mediation of Morality

    Open Access•Peter-Paul Verbeek•Human Studies•2008

  • Resilience 2.0

    Open Access•Mareile Kaufmann•Media Culture & Society•2015

  • Mental Illness Stigma, Help Seeking, and Public Health Programs

    Claire Henderson, Sara Evans-Lacko et al.•American Journal of Public Health•2013

  • Attitudes toward AI in health- and non-health-related contexts

    Open Access•Kamilla Boda, Andras Matuz et al.•Acta Psychologica•2026

  • Ordinary magic

    Ann S Masten•American Psychologist•2001

  • Coping with Emotional Distress via Self-Disclosure to Robots

    Open Access•Guy Laban, Val Morrison et al.•International Journal of Social…•2025

  • The mind in the machine

    Open Access•Adam Waytz, Joy Heafner et al.•Journal of Experimental Social…•2014

  • Emotion regulation and memory

    Jane M Richards, James J Gro et al.•Journal of Personality and Social…•2000

  • Individual differences in two emotion regulation processes

    James J Gro, James J Gross et al.•Journal of Personality and Social…•2003

  • Conservation of resources

    Stevan E Hobfoll•American Psychologist•1989

  • Presence, Explicated

    Open Access•Kwan Min Lee•Communication Theory•2004

  • Understanding the promises and premises of online health platforms

    Open Access•José Van Dijck, Thomas Poell•Big Data & Society•2016

  • The Role of Friends' Appearance and Behavior on Evaluations of Individuals on Facebook

    Open Access•Joseph B Walther, Brandon Van Der Heide et al.•Human Communication Research•2008

Highly citedNo

Tools

Open DOIOpen Access
Ethnos_APP • Open Source Project • MIT License • Frontend v2.0.0 • Privacy and Cookies • API Documentation: api.ethnos.app/docs • API Source Code: GitHub • DOI: 10.5281/zenodo.17049435 • Frontend Source Code: GitHub • DOI: 10.5281/zenodo.17050053 • cruz.rio.br • Expectantes Misericordiae