College of Education, Sehan University, Yeongam, 58425, Korea.
College of Educational Sciences, Anhui Normal University, Wuhu, 241000, China.
Sci Rep. 2024 Feb 6;14(1):3005. doi: 10.1038/s41598-024-53673-1.
Under the threat of the novel coronavirus, people are compelled to contemplate some ultimate existential questions, such as life and death. This study collected texts related to the death psychology from Sina Weibo, and after data cleaning, a total of 3868 Weibo texts were included. Study 1 employed grounded theory from qualitative research to explore the core categories and evolutionary mechanisms of people's psychology when facing death threats in the context of the pandemic. Study 2 utilized big data mining techniques such as topic mining and semantic network analysis to validate the effectiveness of the death psychology theory developed in qualitative research. The findings demonstrate that within the "Emotion-Cognition-Behavior-Value" framework, the implications of death threats manifest in four aspects: death anxiety, death cognition, coping efficacy, and sense of meaning. As time progresses, the study of death psychology can be segmented into four distinct phases: the tranquil phase prior to lifting pandemic restrictions, the threat phase at lifting pandemic restrictions onset, the coping phase mid-lifting pandemic restrictions, and the reformative phase post-lifting pandemic restrictions. The calculated outcomes of topic mining and semantic network analysis corroborate the coding results and theories derived from the grounded theory. This reaffirms that data mining technology can be a potent tool for validating grounded theory.
在新型冠状病毒的威胁下,人们被迫思考一些终极的存在主义问题,比如生与死。本研究从新浪微博上收集了与死亡心理相关的文本,经过数据清理,共纳入 3868 条微博文本。研究 1 采用扎根理论的定性研究方法,探讨了在大流行背景下人们面对死亡威胁时的核心范畴和心理演变机制。研究 2 利用主题挖掘和语义网络分析等大数据挖掘技术,验证了定性研究中提出的死亡心理学理论的有效性。研究结果表明,在“情绪-认知-行为-价值”框架内,死亡威胁的影响体现在四个方面:死亡焦虑、死亡认知、应对效能和意义感。随着时间的推移,死亡心理学的研究可以分为四个不同的阶段:解除疫情限制前的平静阶段、解除疫情限制开始时的威胁阶段、解除疫情限制中期的应对阶段和解除疫情限制后的改革阶段。主题挖掘和语义网络分析的计算结果与扎根理论的编码结果和理论相吻合。这再次证实了数据挖掘技术可以成为验证扎根理论的有力工具。