The impact of ChatGPT in the field of education

Research Article
Open access

The impact of ChatGPT in the field of education

Zhiqian Xu 1*
  • 1 Rensselaer Polytechnic Institute    
  • *corresponding author xuz17@rpi.edu
Published on 23 February 2024 | https://doi.org/10.54254/2755-2721/42/20230793
ACE Vol.42
ISSN (Print): 2755-273X
ISSN (Online): 2755-2721
ISBN (Print): 978-1-83558-309-8
ISBN (Online): 978-1-83558-310-4

Abstract

The impact of ChatGPT in the field of education has been transformative, revolutionizing the way students access information and engage in learning. This AI-powered chatbot has proven to be a valuable tool for personalized tutoring, instant feedback, and enhancing overall educational experiences. Nonetheless, the efficacy of ChatGPT also gives rise to several implicit challenges. This paper examines the impact of ChatGPT in the field of education. It explores the methods and implications of using ChatGPT in education, focusing on accessible learning, personalized experiences, and affordability. Additionally, it addresses concerns related to plagiarism and the diminishing role of human interaction, while emphasizing the need to practice social skills. The study highlights the limitations of ChatGPT, including its lack of human interaction, mechanized answers, inaccuracies, and suitability for specialized subjects. The analyzation has been split to these aspects: Educational Advantage, Impact on Educational authority and authenticity, and limitations. Finally, this paper provides an outlook on the popular topics and prospects of the research subject.

Keywords:

ChatGPT, Education, Advantage, Impact, Limitations

Xu,Z. (2024). The impact of ChatGPT in the field of education. Applied and Computational Engineering,42,273-280.
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1. Introduction

In recent times, technological advancements have catalyzed transformative changes across various sectors, and education is no exception. The emergence of artificial intelligence (AI) and natural language processing (NLP) has opened doors to innovative educational paradigms [1-2]. One striking development in this domain is the utilization of ChatGPT, a state-of-the-art language model developed by OpenAI. As educators and researchers continue to explore novel methods to enhance the learning experience, the integration of AI-powered tools like ChatGPT has garnered substantial attention. This paper delves into the profound implications of incorporating ChatGPT into education, aiming to shed light on its potential to reshape how knowledge is imparted and acquired.

In today's ever-evolving world, traditional teaching methods are being reimagined to accommodate the diverse learning preferences of students. This paradigm shift has given rise to the concept of personalized and interactive learning experiences, where technology plays a pivotal role. ChatGPT, an AI model capable of generating human-like text based on given prompts, holds the promise of revolutionizing education by offering tailored and dynamic interactions between students and virtual tutors. As we delve deeper into the 21st century, the limitations of a one-size-fits-all approach to education are becoming increasingly evident. Hence, leveraging AI-driven tools to provide personalized guidance and support can be instrumental in catering to individual learning curves and fostering holistic academic growth.

The significance of this research lies in its potential to redefine the dynamics of the education landscape. By harnessing the capabilities of ChatGPT, educators can transcend physical boundaries and time constraints, enabling them to provide assistance to students at any time and place. Moreover, this technology can facilitate collaborative and interactive learning experiences, where students engage with AI-powered agents to clarify doubts, explore complex subjects, and receive real-time feedback. Such interactions not only enhance comprehension but also cultivate valuable skills like critical thinking and problem-solving, which are indispensable in an ever-changing job market.

Amidst the excitement surrounding the integration of ChatGPT in education, it is imperative to critically analyze its implications, potential challenges, and ethical considerations. This paper aims to unravel the layers of this transformative tool and explore how it can be harnessed effectively to bolster the learning process. By investigating various use cases, benefits, and potential drawbacks, this research seeks to contribute to the ongoing dialogue on the role of AI in education. In the subsequent sections, we will delve into the motivations driving this study, the inherent value it brings to the educational sphere, and an overview of the paper's content.

2. Educational Advantage

2.1. Accessible Learning

In the realm of education, the advent of ChatGPT has ushered in a new era of accessible learning, revolutionizing the way students engage with knowledge. One of the salient attributes of ChatGPT's impact resides in its capacity to offer continuous support without time limitation. Unlike traditional learning resources that adhere to fixed schedules, ChatGPT is available around the clock, accommodating the diverse routines of modern learners. This accessibility ensures that students from various time zones and commitments can seek help and guidance whenever they encounter challenges in their studies.

Moreover, ChatGPT's global reach extends education beyond geographical boundaries. Learners in remote or underserved areas now have access to a wealth of information and assistance that was previously inaccessible. This democratization of knowledge empowers individuals who lack access to traditional educational institutions, leveling the playing field and fostering a more equitable educational landscape.

2.2. Personalized Experience

Perhaps one of the most profound impacts of ChatGPT on accessibility is its ability to provide individualized learning experiences [3]. Through adaptive responses and tailored explanations, the AI model addresses the specific needs and learning preferences of each student. This personalized approach enhances engagement, as learners receive content that resonates with their unique learning styles. For instance, in a mathematics classroom, students often exhibit varying levels of proficiency and understanding. With ChatGPT, a struggling student grappling with a complex algebraic concept can receive step-by-step explanations in a patient and approachable manner, allowing them to grasp the fundamentals at their own pace. Conversely, an advanced student seeking intellectual challenges can engage in in-depth discussions with the AI, exploring higher-level concepts beyond the curriculum. This personalized approach enhances engagement, as learners receive content that resonates with their unique learning styles, making the learning journey not only effective but also enjoyable.

Furthermore, ChatGPT supports learners with special educational needs by offering explanations in various formats and accommodating different paces of learning, thus promoting inclusivity and breaking down barriers for diverse learners. Furthermore, ChatGPT's impact extends to learners with special educational needs, illustrating its potential to foster inclusivity. Consider a scenario where a visually impaired student is navigating through a literature course. The AI's ability to convert text to speech and provide audio explanations ensures that the content is accessible to them, thus bridging the gap that traditional printed materials might present. Similarly, for students with dyslexia, who often struggle with traditional text-based learning, ChatGPT can offer interactive lessons with visual aids, simplifying complex concepts through graphics and diagrams. By accommodating different paces of learning and catering to diverse learning modalities, ChatGPT contributes to a more equitable educational environment, where all students can thrive and unleash their full potential.

2.3. Affordability

Furthermore, the impact of ChatGPT on accessible learning becomes evident through its affordability and democratizing influence. In contrast to the high costs associated with private tutoring or specialized courses, ChatGPT presents a cost-effective alternative that ensures quality educational support without imposing financial strain. Consider a student aiming to improve their mathematical skills. Instead of enrolling in an expensive tutoring program, they can interact with ChatGPT to receive step-by-step explanations for solving complex equations. This not only saves them considerable expenses but also grants them access to a personalized and patient virtual tutor available around the clock. In rural or underserved areas where access to quality education is limited, ChatGPT's affordability breaks down barriers and bridges the gap between students with diverse backgrounds (Figure 1). This egalitarian approach reaffirms education as a fundamental right rather than a privilege, exemplifying how technology can empower learners, irrespective of economic constraints.

In summary, ChatGPT has become a cornerstone of accessible learning by transcending temporal, geographical, and financial limitations. Its 24/7 availability, global reach, individualized learning experiences, support for special needs’ students and affordability collectively contribute to a transformative educational landscape. As the world continues to embrace digital learning tools, the positive influence of ChatGPT on accessibility promises to reshape education into a more inclusive and empowering endeavor.

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Figure 1. One thousand college students in the United States were polled, and it was discovered that close to one-third of them had used the ChatGPT to finish written homework projects, and that close to 60% of them utilized it on more than half of their work [4].

3. Impact on educational authority and authenticity

3.1. Plagiarism

While ChatGPT has undoubtedly brought about significant advancements in education, it has also inadvertently heightened concerns related to plagiarism [5]. As students embrace this AI-powered tool for generating content and insights, the ease of use and accessibility could inadvertently lead to issues of academic integrity. Plagiarism, the unethical act of using someone else's work without proper attribution, becomes a more complex challenge in the context of AI-generated content. With ChatGPT capable of producing coherent and sophisticated text, students might be tempted to utilize its output without fully understanding the subject matter or acknowledging the AI's contribution. Educators and institutions must navigate this issue by fostering a comprehensive understanding of plagiarism in the digital age and imparting the significance of original thought and proper citation. Striking a balance between the convenience of ChatGPT and the ethical responsibility of producing authentic work is vital to ensure that this powerful technology is harnessed responsibly and in alignment with educational goals.

3.2. An Enticing Tool

The AI model's ability to generate coherent and contextually relevant text has made it an enticing tool for students seeking quick solutions to assignments and essays. However, this convenience has a downside. Students, enticed by the ease of content creation, might be tempted to misuse ChatGPT by directly copying and pasting its generated content without proper attribution or understanding. This practice not only undermines the educational process but also compromises the principles of academic integrity and originality. Plagiarism, which already presents a substantial challenge in academia, can be further exacerbated by the availability of an AI-powered tool that seemingly offers a shortcut to producing written material. According to Forbes, considering that 90% of students are aware of ChatGPT, and 89% of survey respondents report that they have used the platform to help with a homework assignment, the application of OpenAI’s platform is already here.

3.3. Institution’s Responses

Educational institutions are grappling with the ethical implications of ChatGPT's influence on plagiarism [6]. Striking a balance between utilizing AI to enhance learning and upholding academic honesty has become a paramount concern. Educators must raise awareness about the ethical use of technology, educating students about the importance of critical thinking, independent research, and proper citation. Additionally, technological countermeasures, such as plagiarism detection software that recognizes content generated by AI models, are being developed to curb the misuse of ChatGPT and similar tools. For example, a recently released AI plagiarism checker by OpenAI, called AI Text Classifier, which made by the company behind ChatGPT itself. This app is a finely tuned GPT model made by the company. The classifier is responsible for predicting how likely it is that an entered text has been written by a human or an AI. Figure 2 is the Google Trends' measurement of the ChatGPT search interest worldwide. Higher points on the line denote more frequent search queries, and the graph shows search interests over time. The most common locations for the phrase are shown on the map [7].

In conclusion, while ChatGPT's capabilities have expanded educational horizons, they have also introduced new challenges. Plagiarism, facilitated by the model's content generation prowess, poses a threat to the integrity of education. Addressing this concern requires a comprehensive approach that combines ethical education, technological solutions, and a reemphasis on the value of original thought and academic honesty.

/word/media/image2.jpegFigure 2. Google Trends' measurement of the ChatGPT search interest worldwide [7].

4. Limitations

4.1. Lack of human interaction

The rise of ChatGPT in the educational landscape has been accompanied by concerns regarding the diminishing role of human interaction in the learning process [8]. While the model's ability to provide instant answers and explanations is undoubtedly advantageous, it also runs the risk of replacing the essential human element in education. Traditional education has long recognized the importance of human interaction for fostering deeper understanding, critical thinking, and interpersonal skills. However, as students increasingly turn to ChatGPT for guidance, there is a potential erosion of opportunities for real-time discussions, debates, and collaborative problem-solving that occur in a face-to-face or even online classroom environment.

4.2. Mechanized Answers

ChatGPT's mechanized responses lack the nuances of human interactions that come with emotions, body language, and spontaneous exchanges. For instance, consider a scenario where a student is struggling to grasp a complex mathematical concept. An AI tutor might provide a step-by-step explanation, but it could miss the subtle signs of confusion or frustration evident in the student's facial expressions or tone of voice. In contrast, a human educator would not only address the academic concerns but also empathetically recognize and alleviate the student's emotional hurdles. Moreover, during classroom discussions, human interactions encourage students to challenge assumptions, ask follow-up questions, and engage in active debates, thereby promoting a deeper level of comprehension and critical analysis. The spontaneity and unpredictability of such exchanges foster an environment where ideas are rigorously examined, and perspectives are broadened. The absence of such interactions in an AI-driven learning setting can hinder the development of skills essential for effective communication, teamwork, and empathy – qualities that play a pivotal role in holistic education.

4.3. Practicing Social Skills

Educators are tasked with the responsibility on human interaction [9]. They must actively incorporate strategies that foster engagement and collaboration in both virtual and physical learning environments. This might involve integrating interactive group discussions, project-based learning, and peer-to-peer interactions that encourage students to voice their opinions, share diverse perspectives, and learn from one another. Additionally, educators should emphasize the importance of critical thinking and problem-solving skills, which are best cultivated through human interaction. These skills are essential in the real world, where complex issues often require collaborative efforts and innovative solutions. Furthermore, educators can guide students on when and how to use ChatGPT as a supplementary resource, ensuring that it complements rather than replaces human interaction. By striking a balance between the benefits of AI assistance and the value of human connection, educators can help students develop a well-rounded skill set that prepares them for success in a rapidly evolving educational landscape and beyond.

4.4. Inaccuracy

ChatGPT, like other AI models, is not immune to inaccuracies. While it excels in many areas, it can sometimes generate incorrect or misleading information [10]. For instance, when asked about specific current events or rapidly changing information, ChatGPT may provide outdated or inaccurate details since its knowledge is based on data up to September 2021. Furthermore, the model may occasionally produce biased or controversial responses, reflecting the biases present in the data it was trained on. For example, it might inadvertently reinforce stereotypes or make politically biased statements. These inaccuracies underscore the importance of critical thinking and fact-checking when using AI-generated information and highlight the ongoing need for refinement and improvement in AI language models to reduce such errors.

4.5. Suitability

Not all subjects are equally accessible to ChatGPT. While the model is versatile, it may struggle with highly specialized or technical topics that require in-depth domain knowledge. For instance, complex scientific research, advanced mathematical proofs, or specialized medical diagnoses often demand a level of expertise and context that goes beyond the model's training data. In such cases, relying solely on ChatGPT for information could result in incomplete or inaccurate answers. Additionally, confidential or highly sensitive topics that require privacy and ethical considerations, like legal matters or personal counselling, should not be entrusted to the AI due to privacy and ethical concerns. Thus, while ChatGPT is a valuable resource for general information and learning, users must recognize its limitations and seek expert guidance when dealing with specialized or sensitive subjects. Table 1 is the comparison between ChatGPT and traditional educational methods.

In summary, the limitations of ChatGPT in education are multifaceted. First, the model's rapid rise raises concerns about the reduction of human interaction in learning environments, potentially impacting critical thinking and interpersonal skills. Secondly, mechanized responses lack the nuances of human interaction, hindering emotional understanding and deeper comprehension. Third, students must actively practice social skills and engage in human interaction to foster collaboration and holistic education. Fourth, ChatGPT is not immune to inaccuracies, especially in rapidly changing or specialized domains, requiring users to exercise critical thinking and fact-checking. Lastly, the model may not be suitable for highly specialized or sensitive subjects, necessitating the involvement of human experts in these cases. These limitations emphasize the importance of a balanced approach to integrating AI into education while recognizing and addressing its inherent challenges.

Table 1. Comparison Between ChatGPT and Traditional Educational Methods.

ChatGPT

Traditional Educational Methods

Accessibility for question

Without time limit

Only at office hour

Affordability

Mostly free

Costly tuition

Human interaction

No interaction, answered by a machine

Interaction-based teaching, and practice social skills

Accuracy of answer

Mechanized answers, cannot answer specific topic such as medical field.

Accurate and authentic answers from professional teacher

5. Future Trends

The future trends of ChatGPT in the field of education hold immense promise and potential, marked by both positive and negative developments. On the positive side, ChatGPT is poised to revolutionize personalized learning. With its ability to adapt to individual student needs, it can provide tailored explanations and guidance, addressing gaps in understanding and enhancing the overall learning experience. For instance, a student struggling with a math concept can receive step-by-step explanations and practice problems, fostering a deeper comprehension. Another positive trend is the democratization of education. ChatGPT can offer quality education to underserved communities and remote learners worldwide. It breaks down barriers by providing access to information, resources, and support in various languages, making education more inclusive and equitable. For instance, students in rural areas can access high-quality tutoring through ChatGPT, narrowing the educational divide.

However, these advancements in ChatGPT's educational applications also raise concerns. One significant negative trend is the potential for over-reliance on AI in education. While AI can enhance learning, an excessive dependence on ChatGPT may hinder critical thinking and problem-solving skills. Students might become overly reliant on AI-generated answers instead of engaging in independent research and exploration. Another challenge is the ethical use of ChatGPT in education. There is a risk of biases embedded in the AI model, which could perpetuate stereotypes or provide incomplete and misleading information. To mitigate this, constant monitoring, transparency, and ethical guidelines must be established to ensure that ChatGPT promotes unbiased, accurate, and responsible learning experiences.

In conclusion, the future trends of ChatGPT in education offer significant benefits, such as personalized learning and increased accessibility. However, there are challenges to address, including the risk of over-reliance on AI and ethical concerns. To harness the full potential of ChatGPT in education, a careful balance must be struck between its advantages and potential drawbacks, with a focus on promoting equitable and responsible learning environments.

6. Conclusion

In conclusion, the integration of ChatGPT into education holds immense promise for transforming the way knowledge is imparted and acquired. This powerful AI tool has the potential to democratize education by offering accessible, personalized, and affordable learning experiences to students worldwide. It transcends boundaries of time and place, catering to diverse learning needs and fostering inclusivity. The integration of ChatGPT in the field of education also marks a dynamic and growing trend that holds transformative potential. One aspect of this trend is the personalized learning experience it offers. ChatGPT's adaptive nature allows it to tailor responses and explanations to individual students' learning styles and paces, effectively catering to diverse academic needs. This personalization cultivates a sense of ownership in students over their learning journey, empowering them to navigate complex subjects with greater confidence. Moreover, as the educational landscape becomes more digitally oriented, the utilization of ChatGPT aligns with the modern tech-savvy generation's preferences, facilitating engagement and interest in learning.

However, as we embrace this technological revolution, it is essential to address the ethical concerns surrounding plagiarism and the potential erosion of human interaction in education. These challenges require a thoughtful and comprehensive approach that combines technology with a renewed emphasis on critical thinking, collaboration, and the cultivation of essential social skills. Meanwhile, its effectiveness will ultimately depend on how responsibly and judiciously it is integrated into the learning process, ensuring that it complements, rather than replaces, the invaluable human element in education. While the convenience and scalability of AI-driven interactions are undeniable, educators must carefully navigate the fine line between innovation and preserving the irreplaceable value of human guidance and emotional connection. As institutions increasingly adopt ChatGPT and AI-based tools, it is imperative to consider how to best harness their capabilities while safeguarding the holistic and empathetic aspects of education.


References

[1]. Adiguzel T, Kaya M H, Cansu F K. Revolutionizing education with AI: Exploring the transformative potential of ChatGPT. Contemporary Educational Technology, 2023, 15(3): ep429.

[2]. Alqahtani T; Badreldin HA; Alrashed M; Alshaya AI; Alghamdi SS; Bin Saleh K; Alowais SA; Alshaya OA; Rahman I; Al Yami MS; Albekairy AM; (n.d.). The emergent role of Artificial Intelligence, natural learning processing, and large language models in higher education and research. June 4, 2023. https://pubmed.ncbi.nlm.nih.gov/37321925/

[3]. Robin T. Greene-Harper. The Pros And Cons of Using AI In Learning: ChatGPT Helping or Hindering Learning Outcomes? April 27, 2023. https://elearningindustry.com/pros-and-cons-of-using-ai-in-learning-chatgpt-helping-or-hindering-learning-outcomes

[4]. News Staff. Study: 30% of College Students Have Used ChatGPT for Essays. January 25, 2023. https://www.govtech.com/education/higher-ed/study-30-of-college-students-have-used-chatgpt-for-essays

[5]. Uzun L. ChatGPT and academic integrity concerns: Detecting artificial intelligence generated content. Language Education and Technology, 2023, 3(1).

[6]. Cotton D R E, Cotton P A, Shipway J R. Chatting and cheating: Ensuring academic integrity in the era of ChatGPT. Innovations in Education and Teaching International, 2023: 1-12.

[7]. Cotton, Debby; Cotton, Peter; Shipway, Reuben. Chatting and Cheating. Ensuring academic integrity in the era of ChatGPT. January 10, 2023. Retrieved on August 29, 2023.

[8]. Dwivedi Y K, Kshetri N, Hughes L, et al. “So what if ChatGPT wrote it?” Multidisciplinary perspectives on opportunities, challenges and implications of generative conversational AI for research, practice and policy. International Journal of Information Management, 2023, 71: 102642.

[9]. Eke D O. ChatGPT and the rise of generative AI: threat to academic integrity?. Journal of Responsible Technology, 2023, 13: 100060.

[10]. Cotton D R E, Cotton P A, Shipway J R. Chatting and cheating: Ensuring academic integrity in the era of ChatGPT. Innovations in Education and Teaching International, 2023: 1-12.


Cite this article

Xu,Z. (2024). The impact of ChatGPT in the field of education. Applied and Computational Engineering,42,273-280.

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The datasets used and/or analyzed during the current study will be available from the authors upon reasonable request.

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About volume

Volume title: Proceedings of the 2023 International Conference on Machine Learning and Automation

ISBN:978-1-83558-309-8(Print) / 978-1-83558-310-4(Online)
Editor:Mustafa İSTANBULLU
Conference website: https://2023.confmla.org/
Conference date: 18 October 2023
Series: Applied and Computational Engineering
Volume number: Vol.42
ISSN:2755-2721(Print) / 2755-273X(Online)

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References

[1]. Adiguzel T, Kaya M H, Cansu F K. Revolutionizing education with AI: Exploring the transformative potential of ChatGPT. Contemporary Educational Technology, 2023, 15(3): ep429.

[2]. Alqahtani T; Badreldin HA; Alrashed M; Alshaya AI; Alghamdi SS; Bin Saleh K; Alowais SA; Alshaya OA; Rahman I; Al Yami MS; Albekairy AM; (n.d.). The emergent role of Artificial Intelligence, natural learning processing, and large language models in higher education and research. June 4, 2023. https://pubmed.ncbi.nlm.nih.gov/37321925/

[3]. Robin T. Greene-Harper. The Pros And Cons of Using AI In Learning: ChatGPT Helping or Hindering Learning Outcomes? April 27, 2023. https://elearningindustry.com/pros-and-cons-of-using-ai-in-learning-chatgpt-helping-or-hindering-learning-outcomes

[4]. News Staff. Study: 30% of College Students Have Used ChatGPT for Essays. January 25, 2023. https://www.govtech.com/education/higher-ed/study-30-of-college-students-have-used-chatgpt-for-essays

[5]. Uzun L. ChatGPT and academic integrity concerns: Detecting artificial intelligence generated content. Language Education and Technology, 2023, 3(1).

[6]. Cotton D R E, Cotton P A, Shipway J R. Chatting and cheating: Ensuring academic integrity in the era of ChatGPT. Innovations in Education and Teaching International, 2023: 1-12.

[7]. Cotton, Debby; Cotton, Peter; Shipway, Reuben. Chatting and Cheating. Ensuring academic integrity in the era of ChatGPT. January 10, 2023. Retrieved on August 29, 2023.

[8]. Dwivedi Y K, Kshetri N, Hughes L, et al. “So what if ChatGPT wrote it?” Multidisciplinary perspectives on opportunities, challenges and implications of generative conversational AI for research, practice and policy. International Journal of Information Management, 2023, 71: 102642.

[9]. Eke D O. ChatGPT and the rise of generative AI: threat to academic integrity?. Journal of Responsible Technology, 2023, 13: 100060.

[10]. Cotton D R E, Cotton P A, Shipway J R. Chatting and cheating: Ensuring academic integrity in the era of ChatGPT. Innovations in Education and Teaching International, 2023: 1-12.