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チャットボットから心の友へ:感情的サポートにおけるLLM利用の異文化研究
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- 大規模言語モデル(LLM)を感情的サポートに利用する実態を7カ国4,641人を対象に調査した。
- LLMの利用率は国によって大きく異なり、年齢、宗教、結婚、社会経済的地位が利用意欲に影響することが判明した。
- 孤独、ストレス、人間関係の悩みなどが主な相談内容であり、LLMの安全で適切な利用に向けた研究が必要である。
Abstract
Large Language Models (LLMs) are increasingly used not only for instrumental tasks, but as always-available and non-judgmental confidants for emotional support. Yet what drives adoption and how users perceive emotional support interactions across countries remains unknown. To address this gap, we present the first large-scale cross-cultural study of LLM use for emotional support, surveying 4,641 participants across seven countries (USA, UK, Germany, France, Spain, Italy, and The Netherlands). Our results show that adoption rates vary dramatically across countries (from 20% to 59%). Using mixed models that separate cultural effects from demographic composition, we find that: Being aged 25-44, religious, married, and of higher socioeconomic status are predictors of positive perceptions (trust, usage, perceived benefits), with socioeconomic status being the strongest. English-speaking countries consistently show more positive perceptions than Continental European countries. We further collect a corpus of 731 real multilingual prompts from user interactions, showing that users mainly seek help for loneliness, stress, relationship conflicts, and mental health struggles. Our findings reveal that LLM emotional support use is shaped by a complex sociotechnical landscape and call for a broader research agenda examining how these systems can be developed, deployed, and governed to ensure safe and informed access.
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