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Skill but not Effort Drive GPT Overperformance over Humans in Cognitive Reframing of Negative Scenarios

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/s11920-019-1094-0openalex-snapshot

Artificial Intelligence for Mental Health and Mental Illnesses: an Overview

inferredcites →https://doi.org/10.1016/0169-2070(88)90126-4openalex-snapshot

Journal of personality and social psychology

inferredcites →https://doi.org/10.1016/j.cobeha.2018.08.007openalex-snapshot

From surviving to thriving in the face of threats: the emerging science of emotion regulation training

inferredcites →https://doi.org/10.1016/j.cpr.2009.11.004openalex-snapshot

Emotion-regulation strategies across psychopathology: A meta-analytic review

inferredcites →https://doi.org/10.1016/j.jrp.2012.09.006openalex-snapshot

Emotion regulation and peer-rated social functioning: A 4-year longitudinal study

inferredcites →https://doi.org/10.1016/j.procs.2020.06.024openalex-snapshot

Predicting Information Cascade on Twitter Using Random Walk

inferredcites →https://doi.org/10.1017/s2045796015001067openalex-snapshot

The future of mental health care: peer-to-peer support and social media

inferredcites →https://doi.org/10.1037/0022-3514.85.2.348openalex-snapshot

Individual differences in two emotion regulation processes: Implications for affect, relationships, and well-being.

inferredcites →https://doi.org/10.1037/1089-2680.2.3.271openalex-snapshot

The Emerging Field of Emotion Regulation: An Integrative Review

inferredcites →https://doi.org/10.1037/emo0001284openalex-snapshot

You changed my mind: Immediate and enduring impacts of social emotion regulation.

inferredcites →https://doi.org/10.1037/pspp0000232openalex-snapshot

When there’s a will, there’s a way: Disentangling the effects of goals and means in emotion regulation.

inferredcites →https://doi.org/10.1038/s41562-023-01675-wopenalex-snapshot

AI will never convey the essence of human empathy

inferredcites →https://doi.org/10.1038/s41591-024-02943-6openalex-snapshot

The health risks of generative AI-based wellness apps

inferredcites →https://doi.org/10.1038/s42256-022-00593-2openalex-snapshot

Human–AI collaboration enables more empathic conversations in text-based peer-to-peer mental health support

inferredcites →https://doi.org/10.1038/s44159-023-00241-5openalex-snapshot

Using large language models in psychology

inferredcites →https://doi.org/10.1038/s44184-023-00047-6openalex-snapshot

Loneliness and suicide mitigation for students using GPT3-enabled chatbots

inferredcites →https://doi.org/10.1046/j.1525-1497.2001.016009606.xopenalex-snapshot

The PHQ-9

inferredcites →https://doi.org/10.1073/pnas.2319112121openalex-snapshot

AI can help people feel heard, but an AI label diminishes this impact

inferredcites →https://doi.org/10.1080/1047840x.2014.940781openalex-snapshot

Emotion Regulation: Current Status and Future Prospects

inferredcites →https://doi.org/10.1111/pops.12236openalex-snapshot

Emotions and Emotion Regulation in Intractable Conflict: Studying Emotional Processes Within a Unique Context

inferredcites →https://doi.org/10.1145/3442381.3450097openalex-snapshot

Towards Facilitating Empathic Conversations in Online Mental Health Support: A Reinforcement Learning Approach

inferredcites →https://doi.org/10.1145/3613904.3642761openalex-snapshot

Facilitating Self-Guided Mental Health Interventions Through Human-Language Model Interaction: A Case Study of Cognitive Restructuring

inferredcites →https://doi.org/10.1177/0956797612452572openalex-snapshot

Can Emotion Regulation Change Political Attitudes in Intractable Conflicts? From the Laboratory to the Field

inferredcites →https://doi.org/10.1177/1088868315586325openalex-snapshot

Why Do People Regulate Their Emotions? A Taxonomy of Motives in Emotion Regulation

inferredcites →https://doi.org/10.1177/1754073919862617openalex-snapshot

Reappraising Reappraisal

inferredcites →https://doi.org/10.1207/s15327752jpa4901_13openalex-snapshot

The Satisfaction With Life Scale

inferredcites →https://doi.org/10.14236/ewic/hci2017.24openalex-snapshot

Towards a chatbot for digital counselling

inferredcites →https://doi.org/10.18653/v1/2022.acl-long.257openalex-snapshot

Inducing Positive Perspectives with Text Reframing

inferredcites →https://doi.org/10.2196/12529openalex-snapshot

Development and Evaluation of ClientBot: Patient-Like Conversational Agent to Train Basic Counseling Skills

inferredcites →https://doi.org/10.2196/27868openalex-snapshot

Evidence of Human-Level Bonds Established With a Digital Conversational Agent: Cross-sectional, Retrospective Observational Study

inferredcites →https://doi.org/10.2196/40242openalex-snapshot

Chatbot-Delivered Cognitive Behavioral Therapy in Adolescents With Depression and Anxiety During the COVID-19 Pandemic: Feasibility and Acceptability Study

inferredcites →https://doi.org/10.31219/osf.io/km6r4openalex-snapshot

Emotion Regulation Contagion Drives Reduction in Negative Intergroup Emotions

inferredcites →https://doi.org/10.31234/osf.io/m4gpqopenalex-snapshot

A global test of brief reappraisal interventions on emotions during the COVID-19 pandemic

inferredcites →https://doi.org/10.32388/2cdmlfopenalex-snapshot

Substance Abuse and Mental Health Services Administration

inferredcites →https://doi.org/10.32614/cran.package.emmeansopenalex-snapshot

emmeans: Estimated Marginal Means, aka Least-Squares Means

inferredcites →https://doi.org/10.4230/lipics.cp.2025.31openalex-snapshot

HISTORIAE, History of Socio-Cultural Transformation as Linguistic Data Science. A Humanities Use Case

inferredcites →https://doi.org/10.48550/arxiv.2109.03910openalex-snapshot

A Recipe For Arbitrary Text Style Transfer with Large Language Models

inferredcites →https://doi.org/10.48550/arxiv.2305.02466openalex-snapshot

Cognitive Reframing of Negative Thoughts through Human-Language Model Interaction

inferredcites →https://doi.org/10.48550/arxiv.2404.01288openalex-snapshot

Large Language Models are Capable of Offering Cognitive Reappraisal, if Guided

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.5207588openalex-extracted

The Cybernetic Teammate: A Field Experiment on Generative AI Reshaping Teamwork and Expertise

inferred← citeshttps://doi.org/10.1007/978-981-95-9493-1_8openalex-snapshot

CARE: Collaborative Cognitive Reframing in Large Language Models via Reasoning for Psychological Counseling

inferred← citeshttps://doi.org/10.1007/s10339-026-01391-zopenalex-snapshot

Exploring conflict-related behavioral intentions in AI and human role-playing interventions: evidence from behavioral experiments and linguistic analyses

inferred← citeshttps://doi.org/10.1038/s41562-025-02247-wopenalex-snapshot

Comparing the value of perceived human versus AI-generated empathy

inferred← citeshttps://doi.org/10.1038/s44184-024-00097-4openalex-snapshot

“It happened to be the perfect thing”: experiences of generative AI chatbots for mental health

inferred← citeshttps://doi.org/10.1080/0267257x.2024.2431099openalex-snapshot

Building relationship marketing theory: Shelby Hunt’s contributions to our understanding of marketing’s exchange relationships

inferred← citeshttps://doi.org/10.1093/ppmgov/gvaf005openalex-snapshot

Chatbot Democracy

inferred← citeshttps://doi.org/10.1177/00218863241279916openalex-snapshot

“AI Can’t Steal My Soul”: In the Age of AI, the Human Touch is Paramount for the Craft of Managing Change

inferred← citeshttps://doi.org/10.1287/orsc.2025.20702openalex-snapshot

The Cybernetic Teammate: A Field Experiment on Generative AI and Teamwork

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