Perceptions of Students of Education Sciences on Research Ethics and (Re)Formation of the University Curriculum
Abstract
:1. Introduction
2. Materials and Methods
2.1. Participants
2.2. Method
3. Results
3.1. Research Ethics in the University Curriculum
3.2. The Need for a Research Advisor
3.3. Motivations for Non-Involvement in Educational Research
- There are no statistically significant differences between the Bachelor and Master level, regarding the effects of choosing the motivation related to research ethics (U = 2348; z = −0.035; p = 0.972; r = 0.002). The average of ranks is approximately equal: MRb = 73.46, respectively, MRm = 73.58.
- There are statistically significant differences between the Bachelor and doctoral level, regarding the effects of choosing the motivation related to research ethics (U = 292; z = −7.817; p = 0.000; r = 0.70). The average of the ranks has the following values: MRb = 52.48, respectively, MRd = 98.33, with the difference being significant in favor of doctoral students.
- There are statistically significant differences between the Master and doctoral level, regarding the effects of the choice of motivation related to research ethics (U = 144; z = −6.320; p = 0.000; r = 0.74). The average of the ranks has the following values: MRm = 27.50, respectively, MRd = 54.50, with the difference being significant in favor of doctoral students.
3.4. Link between Compliance with Academic Ethics and Compliance with Specific Norms of Research Ethics
- There are significant differences between undergraduate and Master’s students regarding the relationship between academic ethics and research ethics (U = 1754, z = −2.644, p = 0.008, r = 0.20, MRb = 79.60; MRm = 61.04)
- There are no significant differences between undergraduate and doctoral students in terms of opinion on the relationship between academic ethics and research ethics (U = 912, z = −1.889, p = 0.059, r = 0.17, MRb = 58.81; MRd = 72.50)
- There are significant differences between Master’s and doctoral students regarding the relationship between academic ethics and research ethics (U = 272, z = −3.870, p = 0.000, r = 0.46, MRm = 30.17; MRd = 49.17).
4. Discussion
5. Conclusions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Lupuleac, Z.L.; Lupuleac, S. Ethical Behavior in Some Universities of Iasi, Romania. In Proceedings of the 6th International Seminar on the Quality Management in Higher Education, Tulcea, Romania, 8–9 July 2010; pp. 123–126, ISBN 978-973-662-568-8. [Google Scholar]
- Polczynski, A.M.; Rozmus, C.L.; Carlin, N. Beyond silos: An interprofessional, campus-wide ethics education program. Nurs. Ethics 2019, 26, 2314–2324. [Google Scholar] [CrossRef]
- Yesmin, S.; Atikuzzaman, M. A trilateral approach to design a model course on information literacy and research ethics for tertiary-level curricula: A pathway to university ranking success. Rev. Educ. 2023, 11, e3389. [Google Scholar] [CrossRef]
- Lovett, B.J.; Jordan, A.H. Levels of moralisation: A new conception of moral sensitivity. J. Moral. Educ. 2010, 39, 175–189. [Google Scholar] [CrossRef]
- Begum, A.; Liu, J.; Qayum, H.; Mamdouh, A. Environmental and Moral Education for Effective Environmentalism: An Ideological and Philosophical Approach. Int. J. Environ. Res. Public Health 2022, 19, 15549. [Google Scholar] [CrossRef]
- Majstorovic, D.; Vilovic, G.; Ivanus, Z. Ethical Orientation and Professional Dilemmas: Attitudes of Journalism Students at the Faculty of Political Science, University of Zagreb, Croaţia. Medijske Stud. 2023, 14, 86–104. [Google Scholar] [CrossRef]
- Shadi, A.Z.; Zohreh, V.; Eesa, M.; Anoshirvan, K. Moral sensitivity of nursing students: A systematic review. BMC Nurs. 2024, 23, 99. [Google Scholar] [CrossRef]
- Liu, Q.; Cheng, Z.M.; Chen, M. Effects of environmental education on environmental ethics and literacy based on virtual reality technology. Electron. Libr. 2019, 37, 860–877. [Google Scholar] [CrossRef]
- Dison, A. Development of students’ academic literacies viewed through a political ethics of care lens. S. Afr. J. High Educ. 2018, 32, 65–82. [Google Scholar] [CrossRef]
- Vasconcelos, S.M.R.; Sorenson, M.M.; Watanabe, E.H.; Foguel, D.; Palácios, M. Brazilian Science and Research Integrity: Where are We? What Next? An. Acad. Bras. Cienc. 2015, 87, 1259–1269. [Google Scholar] [CrossRef]
- Robichaux, C. Developing ethical skills: From sensitivity to action. Crit. Care Nurse 2012, 32, 65–72. [Google Scholar] [CrossRef]
- Vázquez-Parra, J.C.; García-González, A.; Ramírez-Montoya, M.S. Ethical education and its impact on the perceived development of social entrepreneurship competency. High. Educ. Skills Work-based Learn. 2021, 12, 369–383. [Google Scholar] [CrossRef]
- Ozaktas, H.M. Teaching Science, Technology, and Society to Engineering Students: A Sixteen Year Journey. Sci. Eng. Ethics 2013, 19, 1439–1450. [Google Scholar] [CrossRef] [PubMed]
- Vierula, J.; Karihtala, T.; Ervaala, N.; Naamanka, K.; Haavisto, E.; Talman, K. Applicant’s success in the ethics entrance exam: A cross-sectional study. Nurs. Ethics 2023, 1–15. [Google Scholar] [CrossRef]
- Lee, Y.; You, M.L.; Yang, M.Y. A Survey of Student Opinions on Ethical Design Standards in Taiwan. Sci. Eng. Ethics 2015, 21, 505–530. [Google Scholar] [CrossRef] [PubMed]
- Tunç, G.Ç.; Yilmaz, D.; Özyazicioglu, N. Determination of the Personal Values of the University Students in Different Departments. J. Relig. Health 2020, 59, 1189–1200. [Google Scholar] [CrossRef]
- Wang, Q.; Yan, P. Development of Ethics Education in Science and Technology in Technical Universities in China Commentary on “Ethics ‘upfront’: Generating an Organizational Framework for a New University of Technology”. Sci. Eng. Ethics 2019, 25, 1721–1733. [Google Scholar] [CrossRef]
- Jasanoff, S. A new climate for society. Theory Cult. Soc. 2010, 27, 233–253. [Google Scholar] [CrossRef]
- Nortes, I.; Fierz, K.; Goddiksen, M.P.; Johansen, M.W. Academic integrity among nursing students: A survey of knowledge and behavior. Nurs. Ethics 2023, 0, 1–19. [Google Scholar] [CrossRef]
- Trim, M.D.; Gulley, P. Imagining, Generating, and Creating Communication as Feminist Pedagogical Method for Teaching Computing Ethics. In Proceedings of the 41st ACM International Conference on Design of Communication (SIGDOC), Univ Cent Florida, Orlando, FL, USA, 26–28 October 2023; pp. 206–209. [Google Scholar] [CrossRef]
- Abrori, F.M.; Lavicza, Z.; Andic, B. Enhancing socio-scientific reasoning of elementary school students through educational comics: A comprehensive exploration across diverse domain of knowledge. Education 2023, 3–13, 1–22. [Google Scholar] [CrossRef]
- Chen, H.D. Ethics of emerging science and technology needs strengthening interdisciplinary research. Chin. Sci. Bull. Chin. 2023, 68, 1617–1620. [Google Scholar] [CrossRef]
- Rissanen, M.; Löfström, E. Students’ research ethics competences and the university as a learning environment. Int. J. Educ. Integr. 2014, 10, 17–30. [Google Scholar] [CrossRef]
- Westerdahl, F.; Carlson, E.; Wennick, A.; Borglin, G. Bachelor nursing students acute accent and their educators acute accent experiences of teaching strategies targeting critical thinking: A scoping review. Nurse Educ. Pract. 2022, 63, 103409. [Google Scholar] [CrossRef] [PubMed]
- Keefer, M.W.; Wilson, S.E.; Dankowicz, H.; Loui, M.C. The Importance of Formative Assessment in Science and Engineering Ethics Education: Some Evidence and Practical Advice. Sci. Eng. Ethics 2014, 20, 249–260. [Google Scholar] [CrossRef] [PubMed]
- Seifert, I.; Konusch, S.; Gerhardus, A. Dealing with Ethical Aspects in Student Research Projects—Results of a Survey of Health Sciences Faculties in Germany. Gesundheitswesen 2021, 83, 645–650. [Google Scholar] [CrossRef] [PubMed]
- Tu, Y.F. Roles and functionalities of ChatGPT for students with different growth mindsets: Findings of drawing analysis. Educ. Technol. Soc. 2024, 27, 198–214. [Google Scholar] [CrossRef]
- Sanusi, I.T.; Olaleye, S.A. An Insight into Cultural Competence and Ethics in K-12 Artificial Intelligence Education. In Proceedings of the 13th IEEE Global Engineering Education Conference (IEEE EDUCON), Gammarth, Tunisia, 28–31 March 2022; pp. 790–794. [Google Scholar] [CrossRef]
- Borsen, T.; Serreau, Y.; Reifschneider, K.; Baier, A.; Pinkelman, R.; Smetanina, T.; Zandvoort, H. Initiatives, experiences and best practices for teaching social and ecological responsibility in ethics education for science and engineering students. Eur. J. Eng. Educ. 2021, 46, 186–209. [Google Scholar] [CrossRef]
- Elkhatat, A.M.; Elsaid, K.; Almeer, S. Evaluating the efficacy of AI content detection tools in differentiating between human and AI-generated text. Int. J. Educ. Integr. 2023, 19, 17. [Google Scholar] [CrossRef]
- Crowley, M.A.; Stuhlmacher, M.; Trochim, E.D.; van den Hoek, J.; Pasquarella, V.J.; Szeto, S.H.; Howarth, J.T.; Platt, R.; Roy, S.; Tellman, B.; et al. Pillars of Cloud-Based Earth Observation Science Education. AGU Adv. 2023, 4, e2023AV000894. [Google Scholar] [CrossRef]
- Gamage, S.H.P.W.; Ayres, J.R.; Behrend, M.B. A systematic review on trends in using Moodle for teaching and learning. Int. J. STEM Educ. 2022, 9, 9. [Google Scholar] [CrossRef]
- Dogan, M.E.; Dogan, T.G.; Bozkurt, A. The Use of Artificial Intelligence (AI) in Online Learning and Distance Education Processes: A Systematic Review of Empirical Studies. Appl. Sci. 2023, 13, 3056. [Google Scholar] [CrossRef]
- Pramila-Savukoski, S.; Kärnä, R.; Kuivila, H.M.; Oikarainen, A.; Törmänen, T.; Juntunen, J.; Järvelä, S.; Mikkonen, K. Competence development in collaborative hybrid learning among health sciences students: A quasi-experimental mixed-method study. J. Comput. Assist. Learn. 2023, 39, 1919–1938. [Google Scholar] [CrossRef]
- Dunmade, A.O.; Adewojo, A.A. Cyberloafing in the classroom: A qualitative study with Nigerian undergraduate students. Rev. Port. Investig. Comport. Soc. 2023, 9, 1–5. [Google Scholar] [CrossRef]
- Ng, D.T.K.; Lee, M.; Tan, R.J.Y.; Hu, X.; Downie, J.S.; Chu, S.K.W. A review of AI teaching and learning from 2000 to 2020. Educ. Inf. Technol. 2022, 28, 8445–8501. [Google Scholar] [CrossRef]
- Johnston, H.; Wells, R.F.; Shanks, E.M.; Boey, T.; Parsons, B.N. Student perspectives on the use of generative artificial intelligence technologies in higher education. Int. J. Educ. Integr. 2024, 20, 2. [Google Scholar] [CrossRef]
- Weaver, R.; Salamonson, Y.; Koch, J.; Porter, G. The CSI effect at university: Forensic science students’ television viewing and perceptions of ethical issues. Aust. J. Forensic Sci. 2012, 44, 381–391. [Google Scholar] [CrossRef]
- Jin, Y. The Influence of Science Technology Engineering Arts Mathematics-Based Psychological Capital Combined with Ideological and Political Education on the Entrepreneurial Performance and Sports Morality of College Teachers and Students. Front. Psychol. 2022, 13, 911915. [Google Scholar] [CrossRef] [PubMed]
- Stein, S.; Andreotti, V.; Boxall, R. The Ethics of Private Funding for Graduate Students in the Social Sciences, Arts, and Humanities. Crit. Educ. 2019, 10, 1–17. [Google Scholar] [CrossRef]
- Jafari, E.; Alamolhoda, J. Lived Experience of Faculty Members of Ethics in Virtual Education. Technol. Knowl. Learn. 2021, 28, 387–405. [Google Scholar] [CrossRef]
- Armenta, M.O.R.; López, R.I.G.; Navarro, R.E. Ethics and management competencies in graduate students: Instruments for their measurement. Rev. Complut. Educ. 2023, 34, 743–754. [Google Scholar] [CrossRef]
- Azevedo, F.; Liu, M.; Pennington, C.R.; Pownall, M.; Evans, T.R.; Parsons, S.; Elsherif, M.M.; Micheli, L.; Westwood, S.J. Towards a culture of open scholarship: The role of pedagogical communities. BMC Res. Notes 2022, 15, 75. [Google Scholar] [CrossRef]
- Rozmus, C.L.; Carlin, N.; Polczynski, A.; Spike, J.; Buday, R. The Brewsters: A new resource for interprofessional ethics education. Nurs. Ethics 2015, 22, 815–826. [Google Scholar] [CrossRef] [PubMed]
- Martinez-Valdivia, E.; Pegalajar-Palomino, M.D.; Burgos-García, A. Social Responsibility and University Teacher Training: Keys to Commitment and Social Justice into Schools. Sustainability 2020, 12, 6179. [Google Scholar] [CrossRef]
- Zemanova, M.A. More Training in Animal Ethics Needed for European Biologists. Bioscience 2017, 67, 301–305. [Google Scholar] [CrossRef]
- Quigley, D.; Sonnenfeld, D.; Brown, P.; Ferreira, T. Redefining ethics and ethics research directions for environmental studies/sciences from student evaluations. J. Environ. Stud. Sci. 2022, 12, 739–755. [Google Scholar] [CrossRef]
- Gerrits, E.M.; Bredenoord, A.L.; van Mil, M.H.W. Educating for Responsible Research Practice in Biomedical Sciences Towards Learning Goals. Sci. Educ. 2021, 31, 977–996. [Google Scholar] [CrossRef] [PubMed]
- Walton, N.A.; Karabanow, A.G.; Saleh, J. Students as Members of University-based Academic Research Ethics Boards: A Natural Evolution. J. Acad. Ethics 2008, 6, 117–127. [Google Scholar] [CrossRef]
- Marcos Miguel, N.; Noy, S. Human Subjects Research Guidelines for Undergraduate Researchers: An Analysis of Institutional Review Board (IRB) Websites at Top Liberal Arts Colleges in the United States. J. Empir. Res. Hum. Res. Ethics 2023, 18, 263–277. [Google Scholar] [CrossRef] [PubMed]
- Labăr, A.V. SPSS Pentru Educaţie [SPSS for Education]; Iași: Polirom, Romania, 2008; pp. 120–129. ISBN 978-973-46-1148-5. [Google Scholar]
- Zeljic, K. Research Integrity awareness among biology students—Experience from the University of Belgrade. Account. Res. 2021, 28, 331–348. [Google Scholar] [CrossRef] [PubMed]
- Huang, J.Y.; Wang, Y.H. Examining Chinese social sciences graduate students’ understanding of research ethics: Implications for their research ethics education. Hum. Soc. Sci. Commun. 2023, 10, 487. [Google Scholar] [CrossRef]
- Hagège, H.; El Ourmi, M.; Shankland, R.; Arboix-Calas, F.; Leys, C.; Lubart, T. Ethics and Meditation: A New Educational Combination to Boost Verbal Creativity and Sense of Responsibility. J. Intell. 2023, 11, 155. [Google Scholar] [CrossRef]
- Andreoli, L.; Vlasblom, R.; Drost, R.; Meijboom, F.L.B.; Salvatori, D. Challenging Future Generations: A Qualitative Study of Students’ Attitudes toward the Transition to Animal-Free Innovations in Education and Research. Animals 2023, 13, 394. [Google Scholar] [CrossRef] [PubMed]
- Alexander, N.; Eaton, C.D.; Shrout, A.H.; Tsinnajinnie, B.; Tsosie, K. Beyond Ethics: Considerations for Centering Equity-Minded Data Science. J. Humanist. Math. 2022, 12, 254–300. [Google Scholar] [CrossRef]
- Upshur, R.E.G. Building Research Ethics Capacity in Developing World Contexts: The University of Toronto Joint Centre for Bioethics Experience Introduction. J. Acad. Ethics 2008, 6, 271–275. [Google Scholar] [CrossRef]
- Olesen, A.P.; Amin, L.; Mahadi, Z. Research Ethics: Researchers Consider How Best to Prevent Misconduct in Research in Malaysian Higher Learning Institutions Through Ethics Education. Sci. Eng. Ethics 2019, 25, 1111–1124. [Google Scholar] [CrossRef] [PubMed]
- O’Neill-Carrillo, E.; Ferrer, J.J.; Frey, W.; Jaramillo, E.; Jiménez, L. Work in Progress—Development and Assessment of an Introductory Research Ethics Module. In Proceedings of the IEEE Frontiers in Education Conference, Saratoga Springs, NY, USA, 22–25 October 2008; p. S4C-12-S4C-13. [Google Scholar] [CrossRef]
- Tanrikulu, F.; Gündogdu, H.; YagmurZiyai, N.; Erol, F.; Dikmen, Y. The Reflection of Ethics Education on Clinical Practices in Undergraduate Nursing Education: A Qualitative Study. Bangladesh J. Med. Sci. 2022, 21, 711–718. [Google Scholar] [CrossRef]
- Chang, J.C.; Shih, H.F.; Chang, K.L. Status of EECS Students’ Core Competency in University of Science and Technology. In Proceedings of the IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), ELECTR NETWORK, Singapore, 14–17 December 2020; pp. 1069–1072. [Google Scholar] [CrossRef]
- Shapiro, B.R.; Meng, A.; O’Donnell, C.; Lou, C.; Zhao, E.; Dankwa, B.; Hostetler, A. Re-Shape: A Method to Teach Data Ethics for Data Science Education. In Proceedings of the CHI Conference on Human Factors in Computing Systems (CHI), ELECTR NETWORK, Honolulu, HI, USA, 25–30 April 2020. [Google Scholar] [CrossRef]
- Canary, H.E.; Herkert, J.R.; Ellison, K.; Wetmore, J.M. Microethics and macroethics in graduate education for scientists and engineers: Developing and assessing instructional models. In Proceedings of the ASEE Annual Conference, San Antonio, TX, USA, 10–13 June 2012. [Google Scholar] [CrossRef]
- Bardone, E.; Burget, M.; Pedaste, M. The RRI map: Making sense of responsible research and innovation in science education. J. Responsible Innov. 2023, 10, 2198183. [Google Scholar] [CrossRef]
- Blaich, C.; Kenny, B.; Jimenez, Y. Leadership in Ethical Practice: Students Learning Outcomes. J. Acad. Ethics 2023, 21, 719–741. [Google Scholar] [CrossRef]
- Ghoozlu, K.J.; Vanaki, Z.; Kermanshahi, S.M.K. Ethics education: Nurse educators’ main concern and their teaching strategies. Nurs. Ethics 2023, 30, 1083–1094. [Google Scholar] [CrossRef]
- Tramowsky, N.; Messig, D.; Gross, J. Students’ conceptions about animal ethics: The benefit of moral metaphors for fostering decision-making competence. Int. J. Sci. Educ. 2022, 44, 355–378. [Google Scholar] [CrossRef]
- Dinu, V.; Câmpian, V.; Vasiliu, C.; Tachiciu, L.; Dabija, D.C. Ethics and integrity in the context of economic research within doctoral schools. Amfiteatru Econ. 2022, 24, 912–933. [Google Scholar] [CrossRef]
- Weber-Wulff, D.; Anohina-Naumeca, A.; Bjelobaba, S.; Foltynek, T.; Guerrero-Dib, J.; Popoola, O.; Sigut, P.; Waddington, L. Testing of detection tools for AI-generated text. Int. J. Educ. Integr. 2023, 19, 26. [Google Scholar] [CrossRef]
- Magida, N.; Cross, K.; Baloyi, K.P.; Mitrovich, T.S.; Muyengwa, L.R. Knowledge, Attitudes, and Practices of Plagiarism by Undergraduate Healthcare Science in Gauteng. J. Univ. Teach. Learn. Pract. 2023, 20, 04. [Google Scholar] [CrossRef]
- Knight, J. Evaluating the Impacts of a Research Ethics Training Course on University Researchers. Soc. Sci. 2023, 12, 182. [Google Scholar] [CrossRef]
- Doumbia, S.; Rosen, H.E.; Paichadze, N.; Dolo, H.; Dabitao, D.; Sanogo, Z.L.; Traore, K.; Diarra, B.; Sarro, Y.D.S.; Keita, A.; et al. Establishment of a collaborative research ethics training program to prepare the next generation of ethics researchers in Mali. Int. J. Ethics Educ. 2023, 8, 309–319. [Google Scholar] [CrossRef]
- Khan, Z.R. Academic Integrity Training Module for Academic Stakeholders: IEPAR Framework. J. Acad. Ethics 2024, 22, 9–31. [Google Scholar] [CrossRef]
- Gibb, S. The Prosocial-Culture-Work Nexus: An Integrative Literature Review and Future Research Agenda. Behav. Sci. 2023, 13, 203. [Google Scholar] [CrossRef] [PubMed]
- Sumin, A.N.; Prokashko, I.Y.; Shcheglova, A.V. The Influence of Personality Type D and Coping Strategies on Cognitive Functioning in Students. Behav. Sci. 2024, 14, 382. [Google Scholar] [CrossRef]
- Schonfeld, T.; Johnson, K.; Seville, E.; Suratt, C.; Goedken, J. Qualitative Differences between Two Methods of Ethics Education: Focus Group Results. Ethics Soc. Welfare 2015, 9, 240–254. [Google Scholar] [CrossRef]
Respondents | Total % | Level of Study | |||
---|---|---|---|---|---|
Statements | Bachelor % | Master’s % | PhD % | ||
1. I don’t think research ethics are that important. | 4.7 | 6.12 | 4.16 | 0 | |
2. I would reduce the number of hours dedicated to research ethics. | 3.52 | 6.12 | 0 | 0 | |
3. I would allocate the same number of hours as before. | 23.52 | 28.57 | 16.67 | 16.67 | |
4. I would allocate a greater number of hours. | 14.11 | 12.24 | 25 | 0 | |
5. I would introduce a new subject, dedicated exclusively to research ethics. | 54.12 | 46.93 | 54.16 | 83.33 |
Level of Studies | Total | |||||
---|---|---|---|---|---|---|
Bachelor | Master’s | PhD | ||||
Curriculum ethics | Unimportant | % within Level of studies | 6.1% | 4.2% | 0.0% | 4.7% |
Adjusted Residual | 1.0 | −0.2 | −1.2 | |||
Reducing the number of hours | % within Level of studies | 6.1% | 0.0% | 0.0% | 3.5% | |
Adjusted Residual | 2.1 | −1.6 | −1.0 | |||
Same number of hours | % within Level of studies | 28.6% | 16.7% | 16.7% | 23.5% | |
Adjusted Residual | 1.8 | −1.3 | −0.9 | |||
Greater number of hours | % within Level of studies | 12.2% | 25.0% | 0.0% | 14.1% | |
Adjusted Residual | −0.8 | 2.6 | −2.1 | |||
New discipline | % within Level of studies | 46.9% | 54.2% | 83.3% | 54.1% | |
Adjusted Residual | −2.2 | 0.0 | 3.1 | |||
Total | % within Level of studies | 100.0% | 100.0% | 100.0% | 100.0% |
Value | Asymp. Std. Error a | Approx. T b | Approx. Sig. | |||
---|---|---|---|---|---|---|
Ordinal by Ordinal | Somers’ d | Symmetric | 0.217 | 0.064 | 3.337 | 0.001 |
Ethics curriculum Dependent | 0.229 | 0.067 | 3.337 | 0.001 | ||
Level of studies Dependent | 0.207 | 0.061 | 3.337 | 0.001 |
Level | Total | |||||
---|---|---|---|---|---|---|
Bachelor | Master’s | PhD | ||||
Discipline | 46.93 | % within Level | 100.0% | 0.0% | 0.0% | 33.3% |
Adjusted Residual | 1.7 | −0.9 | −0.9 | |||
54.16 | % within Level | 0.0% | 100.0% | 0.0% | 33.3% | |
Adjusted Residual | −0.9 | 1.7 | −0.9 | |||
83.33 | % within Level | 0.0% | 0.0% | 100.0% | 33.3% | |
Adjusted Residual | −0.9 | −0.9 | 1.7 | |||
Total | % within Level | 100.0% | 100.0% | 100.0% | 100.0% |
Value | |||
---|---|---|---|
Ordinal by Ordinal | Somers’ d | Symmetric | 1.000 |
Discipline Dependent | 1.000 | ||
Dependent Level | 1.000 |
Respondents | Total % | Level of Study | |||
---|---|---|---|---|---|
Grade | Bachelor % | Master’s % | PhD % | ||
1 | 1.2 | 1.02 | 2.08 | 0 | |
2 | 3.5 | 6.12 | 0 | 0 | |
3 | 9.3 | 6.12 | 20.83 | 0 | |
4 | 57.0 | 66.32 | 47.91 | 33.33 | |
5 | 29.1 | 20.40 | 29.16 | 66.67 |
Value | |||
---|---|---|---|
Ordinal by Ordinal | Somers’ d | Symmetric | 1.000 |
Grade 5 Dependent | 1.000 | ||
Level of studies Dependent | 1.000 |
Level of Studies | Total | |||||
---|---|---|---|---|---|---|
Bachelor | Master’s | PhD | ||||
Motivations | Personal | Count | 90 | 44 | 4 | 138 |
Expected Count | 79.6 | 39.0 | 19.5 | 138.0 | ||
% within Level of studies | 91.8% | 91.7% | 16.7% | 81.2% | ||
Adjusted Residual | 4.1 | 2.2 | −8.7 | |||
Related to ethics | Count | 8 | 4 | 20 | 32 | |
Expected Count | 18.4 | 9.0 | 4.5 | 32.0 | ||
% within Level of studies | 8.2% | 8.3% | 83.3% | 18.8% | ||
Adjusted Residual | −4.1 | −2.2 | 8.7 | |||
Total | Count | 98 | 48 | 24 | 170 | |
Expected Count | 98.0 | 48.0 | 24.0 | 170.0 | ||
% within Level of studies | 100.0% | 100.0% | 100.0% | 100.0% |
Value | Asymp. Std. Error a | Approx. T b | Approx. Sig. | |||
---|---|---|---|---|---|---|
Nominal by Nominal | Lambda | Symmetric | 0.269 | 0.078 | 2.995 | 0.003 |
Motivations Dependent | 0.500 | 0.108 | 3.374 | 0.001 | ||
Level of studies Dependent | 0.167 | 0.067 | 2.303 | 0.021 | ||
Goodman and Kruskal tau | Motivations Dependent | 0.448 | 0.095 | 0.000 c | ||
Level of studies Dependent | 0.149 | 0.042 | 0.000 c |
Respondents | Total % | Level of Study | |||
---|---|---|---|---|---|
Expression of Agreement | Bachelor % | Master’s % | PhD % | ||
Total disagreement | 4.7 | 6.13 | 4.16 | 0 | |
Partial disagreement | 3.5 | 0 | 12.5 | 0 | |
Neutral | 16.3 | 20.4 | 16.16 | 0 | |
Partial agreement | 27.9 | 20.4 | 41.67 | 33.33 | |
Total agreement | 46.5 | 53.07 | 25 | 66.67 |
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Opriş, D. Perceptions of Students of Education Sciences on Research Ethics and (Re)Formation of the University Curriculum. Educ. Sci. 2024, 14, 701. https://doi.org/10.3390/educsci14070701
Opriş D. Perceptions of Students of Education Sciences on Research Ethics and (Re)Formation of the University Curriculum. Education Sciences. 2024; 14(7):701. https://doi.org/10.3390/educsci14070701
Chicago/Turabian StyleOpriş, Dorin. 2024. "Perceptions of Students of Education Sciences on Research Ethics and (Re)Formation of the University Curriculum" Education Sciences 14, no. 7: 701. https://doi.org/10.3390/educsci14070701
APA StyleOpriş, D. (2024). Perceptions of Students of Education Sciences on Research Ethics and (Re)Formation of the University Curriculum. Education Sciences, 14(7), 701. https://doi.org/10.3390/educsci14070701