Exploring Greek Students’ Attitudes Toward Artificial Intelligence: Relationships with AI Ethics, Media, and Digital Literacy
Abstract
:1. Introduction
1.1. Attitudes Toward AI
1.2. Attitudes Toward AI Ethics
1.3. Media and Digital Literacy
1.4. Research Questions and Hypothesis
- RQ1a: what are students’ general attitudes toward AI;
- RQ1b: what are students’ attitudes toward AI ethics.
- H1: general attitudes toward AI will positively correlate with attitudes toward AI ethics.
- RQ2: do media and digital literacy relate to general attitudes toward AI
2. Materials and Methods
2.1. Sample of This Study
2.2. Research Design
2.3. Measures
2.3.1. Attitudes Toward Artificial Intelligence
2.3.2. Attitudes Toward Artificial Intelligence Ethics
2.3.3. Media Literacy
2.3.4. Digital Literacy
2.4. Methods of Analyses
3. Results
3.1. Preliminary Analyses
3.2. Hierarchical Regressions
4. Discussion
4.1. Theoretical and Practical Implications
4.2. Limitations
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Johnson, K.B.; Wei, W.Q.; Weeraratne, D.; Frisse, M.E.; Misulis, K.; Rhee, K.; Snowdon, J.L. Precision Medicine, AI, and the Future of Personalized Health Care. Clin. Transl. Sci. 2021, 14, 86–93. [Google Scholar] [CrossRef]
- Choi, S.; Jang, Y.; Kim, H. Influence of Pedagogical Beliefs and Perceived Trust on Teachers’ Acceptance of Educational Artificial Intelligence Tools. Int. J. Hum.-Comput. Interact. 2022, 39, 910–922. [Google Scholar] [CrossRef]
- Rabby, F.; Chimhundu, R.; Hassan, R. Artificial Intelligence in Digital Marketing Influences Consumer Behaviour: A Review and Theoretical Foundation for Future Research. Acad. Mark. Stud. J. 2021, 25, 1–7. Available online: https://www.abacademies.org/articles/artificial-intelligence-in-digital-marketing-influences-consumer-behaviour-a-review-and-theoretical-foundation-for-future-research-11892.html (accessed on 14 November 2024).
- Neudert, L.; Ansgar, K.; Philip, N.H. Global Attitudes Towards AI, Machine Learning & Automated Decision Making; University of Oxford: Oxford, UK, 2020. [Google Scholar]
- Stöhr, C.; Ou, A.W.; Malmström, H. Perceptions and Usage of AI Chatbots among Students in Higher Education across Genders, Academic Levels, and Fields of Study. Comput. Educ. Artif. Intell. 2024, 7, 100259. [Google Scholar] [CrossRef]
- Kizilcec, R.F.; Huber, E.; Papanastasiou, E.C.; Cram, A.; Makridis, C.A.; Smolansky, A.; Raduescu, C. Perceived Impact of Generative AI on Assessments: Comparing Educator and Student Perspectives in Australia, Cyprus, and the United States. Comput. Educ. Artif. Intell. 2024, 7, 100269. [Google Scholar] [CrossRef]
- Acosta-Enriquez, B.G.; Vargas, C.G.A.P.; Jordan, O.H.; Ballesteros, M.A.A.; Morales, A.E.P. Exploring Attitudes Toward ChatGPT among College Students: An Empirical Analysis of Cognitive, Affective, and Behavioral Components Using Path Analysis. Comput. Educ. Artif. Intell. 2024, 7, 100320. [Google Scholar] [CrossRef]
- Abdalla, A.A.; Bhat, M.A.; Tiwari, C.K.; Khan, S.T.; Wedajo, A.D. Exploring ChatGPT Adoption among Business and Management Students through the Lens of Diffusion of Innovation Theory. Comput. Educ. Artif. Intell. 2024, 7, 100257. [Google Scholar] [CrossRef]
- Ajzen, I.; Fishbein, M.; Lohmann, S.; Albarracín, D. The Influence of Attitudes on Behavior. In The Handbook of Attitudes, Vol 1: Basic Principles; Routledge: London, UK, 2018; pp. 197–255. [Google Scholar]
- Hickok, M. Lessons Learned from AI Ethics Principles for Future Actions. AI Ethics 2021, 1, 41–47. [Google Scholar] [CrossRef]
- Potter, W.J. Review of Literature on Media Literacy. Sociol. Compass 2013, 7, 417–435. [Google Scholar] [CrossRef]
- Park, J.; Woo, S.E. Who Likes Artificial Intelligence? Personality Predictors of Attitudes Toward Artificial Intelligence. J. Psychol. 2022, 156, 68–94. [Google Scholar] [CrossRef]
- Schepman, A.; Rodway, P. The General Attitudes Towards Artificial Intelligence Scale (GAAIS): Confirmatory Validation and Associations with Personality, Corporate Distrust, and General Trust. Int. J. Hum.-Comput. Interact. 2023, 39, 2724–2741. [Google Scholar] [CrossRef]
- Stein, J.P.; Messingschlager, T.; Gnambs, T.; Hutmacher, F.; Appel, M. Attitudes Towards AI: Measurement and Associations with Personality. Sci. Rep. 2024, 14, 2909. [Google Scholar] [CrossRef]
- Gerlich, M. Perceptions and Acceptance of Artificial Intelligence: A Multi-Dimensional Study. Soc. Sci. 2023, 12, 502. [Google Scholar] [CrossRef]
- Schepman, A.; Rodway, P. Initial Validation of the General Attitudes Towards Artificial Intelligence Scale. Comput. Hum. Behav. Rep. 2020, 1, 100014. [Google Scholar] [CrossRef]
- Sindermann, C.; Sha, P.; Zhou, M.; Wernicke, J.; Schmitt, H.S.; Li, M.; Sariyska, R.; Stavrou, M.; Becker, B.; Montag, C. Assessing the Attitude Towards Artificial Intelligence: Introduction of a Short Measure in German, Chinese, and English Language. Künstl. Intell. 2021, 35, 109–118. [Google Scholar] [CrossRef]
- Katsantonis, A.; Katsantonis, I.G. University Students’ Attitudes Toward Artificial Intelligence: An Exploratory Study of the Cognitive, Emotional, and Behavioural Dimensions of AI Attitudes. Educ. Sci. 2024, 14, 988. [Google Scholar] [CrossRef]
- Almaraz-López, C.; Almaraz-Menéndez, F.; López-Esteban, C. Comparative Study of the Attitudes and Perceptions of University Students in Business Administration and Management and in Education Toward Artificial Intelligence. Educ. Sci. 2023, 13, 609. [Google Scholar] [CrossRef]
- Yu, S.-C.; Huang, Y.-M.; Wu, T.-T. Tool, Threat, Tutor, Talk, and Trend: College Students’ Attitudes Toward ChatGPT. Behav. Sci. 2024, 14, 755. [Google Scholar] [CrossRef]
- Asio, J.M.R.; Gadia, E.D. Predictors of Student Attitudes Towards Artificial Intelligence: Implications and Relevance to Higher Education Institutions. Int. J. Didact. Stud. 2024, 5, 27763. [Google Scholar] [CrossRef]
- Dolenc, K.; Brumen, M. Exploring Social and Computer Science Students’ Perceptions of AI Integration in (Foreign) Language Instruction. Comput. Educ. Artif. Intell. 2024, 7, 100285. [Google Scholar] [CrossRef]
- Abdaljaleel, M.; Barakat, M.; Alsanafi, M.; Salim, N.A.; Abazid, H.; Malaeb, D.; Sallam, M. A Multinational Study on the Factors Influencing University Students’ Attitudes and Usage of ChatGPT. Sci. Rep. 2024, 14, 1983. [Google Scholar] [CrossRef] [PubMed]
- Baek, C.; Tate, T.; Warschauer, M. “ChatGPT Seems Too Good to Be True”: College Students’ Use and Perceptions of Generative AI. Comput. Educ. Artif. Intell. 2024, 7, 100294. [Google Scholar] [CrossRef]
- Ghotbi, N.; Ho, M.T.; Mantello, P. Attitude of College Students Towards Ethical Issues of Artificial Intelligence in an International University in Japan. AI Soc. 2022, 37, 283–290. [Google Scholar] [CrossRef]
- Jang, Y.; Seongyune, C.; Hyeoncheol, K. Development and Validation of an Instrument to Measure Undergraduate Students’ Attitudes Toward the Ethics of Artificial Intelligence (AT-EAI) and Analysis of Its Difference by Gender and Experience of AI Education. Educ. Inf. Technol. 2022, 27, 11635–11667. [Google Scholar] [CrossRef]
- Currie, G.; Hawk, K.E.; Rohren, E.M. Ethical Principles for the Application of Artificial Intelligence (AI) in Nuclear Medicine. Eur. J. Nucl. Med. Mol. Imaging 2020, 47, 748–752. [Google Scholar] [CrossRef]
- European Commission, High-Level Expert Group on AI. Ethics Guidelines for Trustworthy AI; European Commission: Brussels, Belgium, 2019. [Google Scholar]
- Ryan, M.; Stahl, B.C. Artificial Intelligence Ethics Guidelines for Developers and Users: Clarifying Their Content and Normative Implications. J. Inf. Commun. Ethics Soc. 2020, 19, 61–86. [Google Scholar] [CrossRef]
- Landry, N.; Basque, J. L’éducation aux Médias: Contributions, Pratiques et Perspectives de Recherche en Sciences de la Communication. Communiquer. Rev. Commun. Soc. Publique 2015, 15, 47–63. [Google Scholar] [CrossRef]
- Wuyckens, G.; Landry, N.; Fastrez, P. Untangling Media Literacy, Information Literacy, and Digital Literacy: A Systematic Meta-Review of Core Concepts in Media Education. J. Media Lit. Educ. 2022, 14, 168–182. [Google Scholar] [CrossRef]
- Le Deuff, O.L. Littératies Informationnelles, Médiatiques et Numériques: De la Concurrence à la Convergence? Études Commun. 2012, 38, 131–147. [Google Scholar] [CrossRef]
- Aufderheide, P. Media Literacy: A Report of the National Leadership Conference on Media Literacy; Aspen Institute, Communications and Society Program: Washington, DC, USA, 1993. [Google Scholar]
- Coiro, J.; Knobel, M.; Lankshear, C.; Leu, D.J. Handbook of Research on New Literacies; Routledge: New York, NY, USA, 2014. [Google Scholar]
- Buckingham, D. Defining Digital Literacy: What Do Young People Need to Know about Digital Media? Nord. J. Digit. Lit. 2015, 10, 21–34. [Google Scholar] [CrossRef]
- Inan, T.; Temur, T. Examining Media Literacy Levels of Prospective Teachers. Int. Electron. J. Elem. Educ. 2012, 4, 269–285. Available online: https://www.iejee.com/index.php/IEJEE/article/view/199 (accessed on 8 November 2024).
- Hargittai, E.; Hsieh, Y.P. Succinct Survey Measures of Web-Use Skills. Soc. Sci. Comput. Rev. 2011, 30, 95–107. [Google Scholar] [CrossRef]
- Jones-Jang, S.M.; Mortensen, T.; Liu, J. Does Media Literacy Help Identification of Fake News? Information Literacy Helps, but Other Literacies Don’t. Am. Behav. Sci. 2021, 65, 371–388. [Google Scholar] [CrossRef]
- Draxler, F.; Buschek, D.; Tavast, M.; Hamalainen, P.; Schmidt, A.; Kulshrestha, J.; Welsch, R. Gender, Age, and Technology Education Influence the Adoption and Appropriation of LLMs. arXiv 2023, arXiv:2310.06556. [Google Scholar]
- Kieslich, K.; Keller, B.; Starke, C. AI-Ethics by Design: Evaluating Public Perception on the Importance of Ethical Design Principles of AI. arXiv 2021, arXiv:2106.00326. [Google Scholar]
- Kim, S.W.; Lee, Y. Investigation into the Influence of Socio-Cultural Factors on Attitudes Toward Artificial Intelligence. Educ. Inf. Technol. 2023, 29, 9907–9935. [Google Scholar] [CrossRef]
Variables | M | SD | 1 | 2 | 3 | 4 | 5 |
---|---|---|---|---|---|---|---|
1. Positive attitudes | 3.15 | 0.71 | |||||
2. Negative attitudes | 2.84 | 0.81 | −0.37 *** | ||||
3. Accountable AI use | 4.43 | 0.49 | −0.18 ** | 0.25 *** | |||
4. Non-accountable AI use | 2.42 | 0.58 | 0.09 | −0.06 | −0.12 * | ||
5. Media literacy | 3.09 | 0.67 | 0.06 | 0.08 | 0.16 ** | 0.01 | |
6. Digital literacy | 2.98 | 0.95 | 0.42 *** | −0.19 *** | -0.09 | 0.03 | 0.30 *** |
β | 95% CI for β | B | p | ||
---|---|---|---|---|---|
LL | UL | ||||
Step 1 | |||||
Gender | −0.71 | −0.95 | −0.47 | −0.50 | <0.001 |
Age | 0.03 | −0.08 | 0.13 | 0.00 | 0.611 |
Step 2 | |||||
Gender | −0.64 | −0.89 | −0.40 | −0.46 | <0.001 |
Age | 0.03 | −0.07 | 0.14 | 0.00 | 0.527 |
Accountable AI | −0.11 | −0.22 | −0.01 | −0.16 | 0.040 |
Non-accountable AI | 0.06 | −0.05 | 0.16 | 0.07 | 0.297 |
Step 3 | |||||
Gender | −0.36 | −0.60 | −0.11 | −0.25 | 0.005 |
Age | −0.03 | −0.13 | 0.07 | 0.01 | 0.527 |
Accountable AI | −0.10 | −0.20 | 0.01 | −0.14 | 0.073 |
Non-accountable AI | 0.07 | −0.02 | 0.18 | 0.09 | 0.133 |
Media literacy | −0.04 | −0.15 | 0.06 | −0.05 | 0.417 |
Digital literacy | 0.37 | 0.26 | 0.49 | 0.28 | <0.001 |
β | 95% CI for β | B | p | ||
---|---|---|---|---|---|
LL | UL | ||||
Step 1 | |||||
Gender | 0.16 | −0.09 | 0.41 | 0.13 | 0.203 |
Age | −0.11 | −0.22 | −0.01 | −0.01 | 0.043 |
Step 2 | |||||
Gender | 0.05 | −0.12 | 0.30 | 0.04 | 0.689 |
Age | −0.12 | −0.23 | −0.01 | −0.01 | 0.029 |
Accountable AI | 0.24 | 0.13 | −0.35 | 0.40 | <0.001 |
Non-accountable AI | −0.03 | −0.14 | 0.07 | −0.05 | 0.540 |
Step 3 | |||||
Gender | −0.09 | −0.35 | 0.18 | −0.06 | 0.526 |
Age | −0.09 | −0.21 | 0.01 | −0.01 | 0.085 |
Accountable AI | 0.21 | 0.10 | 0.32 | 0.36 | <0.001 |
Non-accountable AI | −0.05 | −0.15 | 0.06 | −0.06 | 0.399 |
Media literacy | 0.11 | 0.11 | 0.23 | 0.14 | 0.049 |
Digital literacy | −0.20 | −0.32 | −0.07 | −0.17 | <0.001 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Saklaki, A.; Gardikiotis, A. Exploring Greek Students’ Attitudes Toward Artificial Intelligence: Relationships with AI Ethics, Media, and Digital Literacy. Societies 2024, 14, 248. https://doi.org/10.3390/soc14120248
Saklaki A, Gardikiotis A. Exploring Greek Students’ Attitudes Toward Artificial Intelligence: Relationships with AI Ethics, Media, and Digital Literacy. Societies. 2024; 14(12):248. https://doi.org/10.3390/soc14120248
Chicago/Turabian StyleSaklaki, Asimina, and Antonis Gardikiotis. 2024. "Exploring Greek Students’ Attitudes Toward Artificial Intelligence: Relationships with AI Ethics, Media, and Digital Literacy" Societies 14, no. 12: 248. https://doi.org/10.3390/soc14120248
APA StyleSaklaki, A., & Gardikiotis, A. (2024). Exploring Greek Students’ Attitudes Toward Artificial Intelligence: Relationships with AI Ethics, Media, and Digital Literacy. Societies, 14(12), 248. https://doi.org/10.3390/soc14120248