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A study on psychological stress assessment of higher educational institution’s students based on computer data mining technology

Safety begins in the human mind, and the individual’s need for psychological safety is the most fundamental need. This fundamental need takes psychological safety as the starting point for the gradual formation of a connection with the outside world. Graduates are the backbone of China’s economic de...

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Autor principal: Chen, Shaohong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9849933/
https://www.ncbi.nlm.nih.gov/pubmed/36687916
http://dx.doi.org/10.3389/fpsyg.2022.1054907
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author Chen, Shaohong
author_facet Chen, Shaohong
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description Safety begins in the human mind, and the individual’s need for psychological safety is the most fundamental need. This fundamental need takes psychological safety as the starting point for the gradual formation of a connection with the outside world. Graduates are the backbone of China’s economic development, and their healthy development is of great significance to the sustainable development of China’s economy and society. Excessive psychological pressure may bring pain to students in physical and psychological aspects, and even lead to suicide. If students with abnormal psychological pressure can be found in time, the school can provide help and intervention in time to relieve psychological pressure. This paper uses pressure sensor technology for data collection and data mining techniques for data analysis to assess and predict the psychological stress level of Higher Educational Institutions (HEIs) students. The results show that this method can accurately and objectively evaluate the psychological stress of the students, and the evaluation results of students’ psychological stress are stable, which can provide students with psychological stress assessment services. It implies that HEI’s policymakers should consider these techniques to assess the psychological stress of the students proactively.
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spelling pubmed-98499332023-01-20 A study on psychological stress assessment of higher educational institution’s students based on computer data mining technology Chen, Shaohong Front Psychol Psychology Safety begins in the human mind, and the individual’s need for psychological safety is the most fundamental need. This fundamental need takes psychological safety as the starting point for the gradual formation of a connection with the outside world. Graduates are the backbone of China’s economic development, and their healthy development is of great significance to the sustainable development of China’s economy and society. Excessive psychological pressure may bring pain to students in physical and psychological aspects, and even lead to suicide. If students with abnormal psychological pressure can be found in time, the school can provide help and intervention in time to relieve psychological pressure. This paper uses pressure sensor technology for data collection and data mining techniques for data analysis to assess and predict the psychological stress level of Higher Educational Institutions (HEIs) students. The results show that this method can accurately and objectively evaluate the psychological stress of the students, and the evaluation results of students’ psychological stress are stable, which can provide students with psychological stress assessment services. It implies that HEI’s policymakers should consider these techniques to assess the psychological stress of the students proactively. Frontiers Media S.A. 2023-01-05 /pmc/articles/PMC9849933/ /pubmed/36687916 http://dx.doi.org/10.3389/fpsyg.2022.1054907 Text en Copyright © 2023 Chen. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Psychology
Chen, Shaohong
A study on psychological stress assessment of higher educational institution’s students based on computer data mining technology
title A study on psychological stress assessment of higher educational institution’s students based on computer data mining technology
title_full A study on psychological stress assessment of higher educational institution’s students based on computer data mining technology
title_fullStr A study on psychological stress assessment of higher educational institution’s students based on computer data mining technology
title_full_unstemmed A study on psychological stress assessment of higher educational institution’s students based on computer data mining technology
title_short A study on psychological stress assessment of higher educational institution’s students based on computer data mining technology
title_sort study on psychological stress assessment of higher educational institution’s students based on computer data mining technology
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9849933/
https://www.ncbi.nlm.nih.gov/pubmed/36687916
http://dx.doi.org/10.3389/fpsyg.2022.1054907
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