Timing Matters: How Using LLMs at Different Timings Influences Writers' Perceptions and Ideation Outcomes in AI-Assisted Ideation
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Abstract (arXiv)
Large Language Models (LLMs) have been widely used to support ideation in the writing process. However, whether generating ideas with the help of LLMs leads to idea fixation or idea expansion is unclear. This study examines how different timings of LLM usage - either at the beginning or after independent ideation - affect people's perceptions and ideation outcomes in a writing task. In a controlled experiment with 60 participants, we found that using LLMs from the beginning reduced the number of original ideas and lowered creative self-efficacy and self-credit, mediated by changes in autonomy and ownership. We discuss the challenges and opportunities associated with using LLMs to assist in idea generation. We propose delaying the use of LLMs to support ideation while considering users' self-efficacy, autonomy, and ownership of the ideation outcomes.
Key facts. Cited by 8 papers in the map (data through 14 Oct 2026). First posted on arXiv 10 Feb 2025.
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Citing papers per year: 2025: 5; 2026: 3.
8 papers.
- 2025The Homogenizing Effect of Large Language Models on Human Expression and Thoughtcited by 35
- 2025Understanding, Protecting, and Augmenting Human Cognition with Generative AI: A Synthesis of the CHI 2025 Tools for Thought Workshopcited by 7
- 2025Interaction as Intelligence: Deep Research With Human-AI Partnershipcited by 5
- 2025Constella: Supporting Storywriters' Interconnected Character Creation through LLM-based Multi-Agentscited by 4
- 2026AI-exhibited Personality Traits Can Shape Human Self-concept through Conversationscited by 3
- 2025Augmenting Human Cognition With Generative AI: Lessons From AI-Assisted Decision-Makingcited by 2
- 2026PromptHelper: A Prompt Recommender System for Encouraging Creativity in AI Chatbot Interactionscited by 0
- 2026Beyond Compliance: How AI Could Help Creative Writers by Refusing Themcited by 0
- 2026Beyond Compliance: How AI Could Help Creative Writers by Refusing Them3 Apr 2026
- 2026PromptHelper: A Prompt Recommender System for Encouraging Creativity in AI Chatbot Interactions22 Jan 2026
- 2026AI-exhibited Personality Traits Can Shape Human Self-concept through Conversations19 Jan 2026
- 2025Understanding, Protecting, and Augmenting Human Cognition with Generative AI: A Synthesis of the CHI 2025 Tools for Thought Workshop28 Aug 2025
- 2025The Homogenizing Effect of Large Language Models on Human Expression and Thought2 Aug 2025
- 2025Interaction as Intelligence: Deep Research With Human-AI Partnership21 Jul 2025
- 2025Constella: Supporting Storywriters' Interconnected Character Creation through LLM-based Multi-Agents8 Jul 2025
- 2025Augmenting Human Cognition With Generative AI: Lessons From AI-Assisted Decision-Making4 Apr 2025