A qualitative analysis of Chinese higher education students’ intentions and influencing factors in using ChatGPT: a grounded theory approach
Abstract:
This article delves into the intentions and influencing factors driving Chinese higher education students’ use of ChatGPT, employing a grounded theory approach. Through in-depth interviews, this study uncovers the multifaceted landscape of student perceptions and motivations, shedding light on the potential impact of this advanced language model on their academic journey.
Introduction:
ChatGPT, a powerful AI-powered language model, has taken the world by storm. Its ability to generate human-quality text, answer questions, and even write creative content has sparked both excitement and concern. In the realm of higher education, its potential implications are vast, particularly for students in China, where academic pressure is intense. This qualitative analysis aims to understand how Chinese students perceive and intend to use ChatGPT, identifying the factors influencing their decision-making.
Methodology:
The study employed a grounded theory approach, using semi-structured interviews with 20 Chinese higher education students from various disciplines and universities. Participants were selected through purposive sampling, ensuring a diverse range of perspectives. Interviews focused on students’ awareness, understanding, and perceptions of ChatGPT, their potential intentions for using it, and the factors influencing their decisions. Data was analyzed using open coding, axial coding, and selective coding techniques to identify themes and develop a theoretical framework.
Findings:
The analysis revealed three core themes:
1. Perceptions of ChatGPT: Students generally expressed curiosity and excitement about ChatGPT’s capabilities. They perceived it as a valuable tool for academic assistance, particularly in areas like research, writing, and language learning. However, some expressed concerns regarding ethical implications, potential plagiarism, and the impact on critical thinking skills.
2. Intentions for Using ChatGPT: The study found a spectrum of intentions, ranging from purely informational purposes to actively using ChatGPT for academic tasks. Students who perceived it as a legitimate learning tool were more likely to consider using it for research, writing drafts, and even generating ideas. However, concerns regarding plagiarism and academic integrity often led to hesitancy, particularly among students with strong moral values.
3. Influencing Factors: The analysis identified several factors influencing students’ intentions:
Academic Pressure: The high-pressure academic environment in China was a significant factor driving students towards ChatGPT for assistance. They perceived it as a potential shortcut to achieving academic success.
Technological Familiarity: Students who were more technologically proficient and comfortable with AI applications were more likely to embrace ChatGPT.
Ethical Considerations: Students with strong moral values and a clear understanding of academic integrity were less likely to use ChatGPT for unethical purposes.
Peer Influence: Social interactions and peer group dynamics played a role in shaping students’ perceptions and intentions.
Teacher Attitudes: Perceived teacher attitudes towards AI tools had a significant impact on students’ willingness to use ChatGPT.
Discussion:
This study provides valuable insights into the complex relationship between Chinese higher education students and ChatGPT. It highlights the potential benefits of this technology for academic assistance while also emphasizing the need for addressing ethical concerns and fostering critical thinking skills.
Recommendations:
Based on the findings, the study recommends the following:
Promoting Ethical AI Usage: Educational institutions must proactively address ethical concerns related to AI tools like ChatGPT, emphasizing academic integrity and responsible technology use.
Developing AI Literacy: Integrating AI literacy into curriculum will empower students to understand the potential benefits and risks of AI technologies.
Encouraging Open Dialogue: Fostering open dialogue between students, teachers, and researchers about the role of AI in education can lead to more informed and responsible use.
Conclusion:
This qualitative analysis offers a unique perspective on the evolving landscape of Chinese higher education and the influence of AI. As ChatGPT continues to evolve, understanding students’ intentions and the factors shaping their decision-making becomes crucial for navigating its potential impact on academic culture and learning experiences.