An Empirical Study to Understand How Students Use ChatGPT for Writing Essays
Andrew Jelson, Daniel Manesh, Alice Jang, Daniel Dunlap, Young-Ho Kim, Sang Won Lee
摘要
As large language models (LLMs) become widespread, students increasingly turn to systems like ChatGPT for writing tasks. Educators worry that this reliance may reduce critical engagement with writing and hinder students’ learning processes. Although datasets exist on students’ use of LLMs for writing, how they functionally use ChatGPT in detail—and how this usage shapes their writing and perceptions—remains underexplored. We conducted an online study (n=77) in which students wrote an essay using an in-house ChatGPT we developed to capture their queries. Through qualitative analysis, we identified the types of assistance students sought and presented patterns of use, ranging from asking for opinions on a topic to delegating the entire writing task to ChatGPT. We also found that students’ writing self-efficacy influenced their querying patterns and that levels of ownership and creativity varied depending on how they used ChatGPT. This study contributes empirical data to ongoing discussions about how writing education should incorporate or regulate LLM-powered tools.
问问这篇 Paper
智能体会读完全文。
Lune 把这篇 Paper 索引到了最后一个公式,引用它的顶会 Paper 也一样。你提问,回答直接引用原文。
引用它的顶会 Paper2
- From Crafting Text to Crafting Thought: Grounding AI Writing Support to Writing Center PedagogyYijun Liu, John R. Gallagher, Sarah Sterman, Tal AugustCHI 2026 · 被引用 2 次
- Telescope: Improving Zero Shot Detection of LLM Generated Content By Measuring Token Repetition ProbabilityChristopher Nassif, Joshua CooperICML 2026
它引用的顶会 Paper18
- To Trust or to Think: Cognitive Forcing Functions Can Reduce Overreliance on AI in AI-assisted Decision-makingZana Buçinca, Maja Barbara Malaya, Krzysztof Z. GajosCSCW 2021 · 被引用 962 次
- Why Johnny Can't Prompt: How Non-AI Experts Try (and Fail) to Design LLM PromptsJ. D. Zamfirescu-Pereira, Richmond Y. Wong, Bjoern Hartmann, Qian YangCHI 2023 · 被引用 892 次
- The Impact of Generative AI on Critical Thinking: Self-Reported Reductions in Cognitive Effort and Confidence Effects From a Survey of Knowledge WorkersHao-Ping (Hank) Lee, Advait Sarkar, Lev Tankelevitch, Ian Drosos 等CHI 2025 · 被引用 690 次
- CoAuthor: Designing a Human-AI Collaborative Writing Dataset for Exploring Language Model CapabilitiesMina Lee, Percy Liang, Qian YangCHI 2022 · 被引用 340 次
- Co-Writing with Opinionated Language Models Affects Users' ViewsMaurice Jakesch, Advait Bhat, Daniel Buschek, Lior Zalmanson 等CHI 2023 · 被引用 249 次
相关 Paper
- How Do Programming Students Use Generative AI?Christian Rahe, Walid MaalejFSE 2025 · 被引用 12 次
- The Promise and Peril of ChatGPT in Higher Education: Opportunities, Challenges, and Design ImplicationsHyanghee Park, Daehwan AhnCHI 2024 · 被引用 80 次
- "If the Machine Is As Good As Me, Then What Use Am I?" - How the Use of ChatGPT Changes Young Professionals' Perception of Productivity and AccomplishmentCharlotte Kobiella, Yarhy Said Flores López, Franz Waltenberger, Fiona Draxler 等CHI 2024 · 被引用 54 次
- Evaluating Large Language Models on Academic Literature Understanding and Review: An Empirical Study among Early-stage ScholarsJiyao Wang, Haolong Hu, Zuyuan Wang, Song Yan 等CHI 2024 · 被引用 21 次
- Understanding the Effect of Risk Perception on the Acceptance and Use of Large Language Models Among University StudentsMichael T. Rücker, Carolin Büchting, Thomas KoschCSCW 2025 · 被引用 4 次
