Is Chatgpt a menace for creative writing ability? An experiment

被引:26
|
作者
Niloy, Ahnaf Chowdhury [1 ,5 ]
Akter, Salma [2 ]
Sultana, Nayeema [2 ]
Sultana, Jakia [3 ]
Rahman, Sayed Imran Ur [4 ]
机构
[1] KPMG, Management Consulting, Dhaka, Bangladesh
[2] East West Univ, Dept Business Adm, Dhaka, Bangladesh
[3] BRAC Univ, Inst Educ Dev, Dhaka, Bangladesh
[4] BUP, Fac Business Studies, Dhaka, Bangladesh
[5] KPMG, Management Consulting, Dhaka 1212, Bangladesh
关键词
AI; ChatGPT; creative writing; creativity; experiment; writing ability; ARTIFICIAL-INTELLIGENCE; APPROPRIATENESS; ORIGINALITY; WORK;
D O I
10.1111/jcal.12929
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
BackgroundThe increasing prevalence of Artificial Intelligence (AI) language models, exemplified by ChatGPT, has sparked inquiries into their influence on creative writing skills in educational contexts. This study aims to quantitatively investigate whether ChatGPT's use negatively affects university students' creative writing abilities, focusing on originality, content presentation, accuracy, and elaboration in essays. The research adopts an experimental approach to shed light on this concern.ObjectiveThis study aims to quantitatively investigate whether the utilization of ChatGPT, an AI chatbot, adversely affects specific dimensions of creative writing skills among university students, with an emphasis on originality, content presentation, accuracy, and elaboration.MethodThe experimental study involves 600 students from 10 universities, divided into a control and an experimental group (EGp). The EGp incorporates ChatGPT in their creative writing process as an intervention. The study evaluates originality, content presentation, accuracy, and elaboration, utilizing the Wilcoxon Signed-Rank Test for analysis.Results and ConclusionThe findings reveal a detrimental association between ChatGPT use and university students' creative writing abilities. Analysing both machine-based and human-based assessments substantiates earlier qualitative observations regarding ChatGPT's adverse impact on creative writing. This study highlights the necessity of approaching AI integration, particularly in creative writing disciplines, with caution. While AI tools have merits, their integration should be thoughtful, considering the potential drawbacks. These insights inform future research and educational practices, guiding the effective incorporation of AI while nurturing students' writing skills. What is already known about this topicChatGPT poses an ethical dilemma regarding its use in the field of academiaQualitative claims and opinions have been raised in prior studies regarding its use in the creative writing processPrior studies have both supported and opposed its use but with very limited quantitative approaches while most of the opinions remain qualitativeSome prior studies opine in support of ChatGPT's ability as an authorSeveral factors measuring creativity has been identified by previous studies but a constructive approach in the light of advanced Artificial Intelligence (AI) based chatbots like ChatGPT is missing in such literatureAn experimental approach to provide a valid quantitative proof of the qualitative claims over ChatGPT's detrimental effect towards creativity in writing, which was absent in prior studiesA multifactor-based formula to measure creativity in a quantitative formA quantitative view of the factors that are affected in either a positive way or a negative way in a user by ChatGPT, providing a holistic picture to determine its extent of useA statistical and theoretical understanding over an unexplored topic like creative writing in the light of ChatGPTA quantitative proof why ChatGPT should not be considered as an authorImplications for practice and/or policyEducators may implement changes in assigning tasks to students compared to their earlier practices, based on the identified factors that are being affected negatively, to ensure ChatGPT does not hinder a student's creativity at a greater extentThe extent of using ChatGPT should be limited to self-learning as positive effect was experienced through the experimentPolicymakers may use the findings of the study to impose strict policies in academia for ensuring academic integrity (Example: must use of plagiarism detecting software for checking scripts, assigning tasks to students which require more analytical abilities, providing tasks which are not properly readable by LLM's like ChatGPT such as image-based questions, case studies etc.)
引用
收藏
页码:919 / 930
页数:12
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