Ethical Dilemmas and Coping Strategies in the Use of Psychological Scales in the Era of Big Data
Focusing on the ethical risks arising from the reconstruction of psychological scales due to innovations in big data technology, a systematic analysis is conducted on the research and current use of psychological scales within the context of big data. Ethical issues are explored across five dimensio...
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| Format: | Article |
| Language: | zho |
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Editorial Office of Medicine and Philosophy
2025-04-01
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| Series: | Yixue yu zhexue |
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| Online Access: | https://yizhe.dmu.edu.cn/article/doi/10.12014/j.issn.1002-0772.2025.07.11 |
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| author | Lirong LIU Yanan ZHENG |
| author_facet | Lirong LIU Yanan ZHENG |
| author_sort | Lirong LIU |
| collection | DOAJ |
| description | Focusing on the ethical risks arising from the reconstruction of psychological scales due to innovations in big data technology, a systematic analysis is conducted on the research and current use of psychological scales within the context of big data. Ethical issues are explored across five dimensions: data privacy and security, the effectiveness of informed consent, data bias and algorithmic worship, sociocultural sensitivity, and the marginalization of vulnerable groups' rights. In response, five strategies are proposed: establishing a comprehensive data lifecycle protection mechanism, innovating informed consent models, optimizing algorithm fairness assessments, constructing diverse datasets, and empowering vulnerable groups. Future research and practice must seek a balance between technological innovation and ethical safeguards to ensure the fairness, transparency, and sustainable development of psychological scales in the era of big data. |
| format | Article |
| id | doaj-art-5b74cb92c7ce4bbaaaf0f0d4f001bc36 |
| institution | Kabale University |
| issn | 1002-0772 |
| language | zho |
| publishDate | 2025-04-01 |
| publisher | Editorial Office of Medicine and Philosophy |
| record_format | Article |
| series | Yixue yu zhexue |
| spelling | doaj-art-5b74cb92c7ce4bbaaaf0f0d4f001bc362025-08-20T03:49:59ZzhoEditorial Office of Medicine and PhilosophyYixue yu zhexue1002-07722025-04-01467555910.12014/j.issn.1002-0772.2025.07.115-10-liulirongEthical Dilemmas and Coping Strategies in the Use of Psychological Scales in the Era of Big DataLirong LIU0Yanan ZHENG1School of Humanities and Social Sciences, Gannan Medical University, Ganzhou 341000, ChinaSchool of Humanities and Social Sciences, Gannan Medical University, Ganzhou 341000, ChinaFocusing on the ethical risks arising from the reconstruction of psychological scales due to innovations in big data technology, a systematic analysis is conducted on the research and current use of psychological scales within the context of big data. Ethical issues are explored across five dimensions: data privacy and security, the effectiveness of informed consent, data bias and algorithmic worship, sociocultural sensitivity, and the marginalization of vulnerable groups' rights. In response, five strategies are proposed: establishing a comprehensive data lifecycle protection mechanism, innovating informed consent models, optimizing algorithm fairness assessments, constructing diverse datasets, and empowering vulnerable groups. Future research and practice must seek a balance between technological innovation and ethical safeguards to ensure the fairness, transparency, and sustainable development of psychological scales in the era of big data.https://yizhe.dmu.edu.cn/article/doi/10.12014/j.issn.1002-0772.2025.07.11big datapsychological scalesprivacyalgorithmsinformed consent |
| spellingShingle | Lirong LIU Yanan ZHENG Ethical Dilemmas and Coping Strategies in the Use of Psychological Scales in the Era of Big Data Yixue yu zhexue big data psychological scales privacy algorithms informed consent |
| title | Ethical Dilemmas and Coping Strategies in the Use of Psychological Scales in the Era of Big Data |
| title_full | Ethical Dilemmas and Coping Strategies in the Use of Psychological Scales in the Era of Big Data |
| title_fullStr | Ethical Dilemmas and Coping Strategies in the Use of Psychological Scales in the Era of Big Data |
| title_full_unstemmed | Ethical Dilemmas and Coping Strategies in the Use of Psychological Scales in the Era of Big Data |
| title_short | Ethical Dilemmas and Coping Strategies in the Use of Psychological Scales in the Era of Big Data |
| title_sort | ethical dilemmas and coping strategies in the use of psychological scales in the era of big data |
| topic | big data psychological scales privacy algorithms informed consent |
| url | https://yizhe.dmu.edu.cn/article/doi/10.12014/j.issn.1002-0772.2025.07.11 |
| work_keys_str_mv | AT lirongliu ethicaldilemmasandcopingstrategiesintheuseofpsychologicalscalesintheeraofbigdata AT yananzheng ethicaldilemmasandcopingstrategiesintheuseofpsychologicalscalesintheeraofbigdata |