Arnison Tor, Zhao Xiang
Clinical Epidemiology and Biostatistics, Faculty of Medicine and Health, School of Medical Sciences, Örebro University, Örebro, Sweden.
Unit of Psychology, School of Behavioural, Social and Legal Sciences, Örebro University, Örebro, Sweden.
Front Psychol. 2023 Jul 21;14:1198190. doi: 10.3389/fpsyg.2023.1198190. eCollection 2023.
Chronic pain and sleep disturbance bidirectionally influence each other in a negative spiral. Although this academic knowledge is known by researchers, it is imperative to bridge it over to the general public because of its applied implications. However, it is unclear how academia and the general public reciprocally shape each other in terms of knowledge of the sleep-pain relationship. The purpose of this study was (1) to assess the longitudinal trajectories of research on the sleep-pain relationship and the general public's interest in this topic and (2) to examine whether the academic interest leads to the general public's interest, or vice versa.
We used a Big Data approach to gather data from scientific databases and a public search engine. We then transformed these data into time trends, representing the quantity of published research on, and the general public's interest in, the sleep-pain relationship. The time trends were visually presented and analyzed dynamic structural equation modeling.
The frequency of both published articles and searches soared after 2004. Published research leads to an increased interest in the sleep-pain relationship among the general public but does not predict more published articles. Furthermore, the general public's interest reinforces itself over time but does not predict published research.
These results are encouraging because it is essential for research on the sleep-pain relationship to reach a broader audience, beyond the walls of academia. However, to prevent a potential alienation between academic and practical knowledge, we encourage openness among researchers to being inspired by the general public's knowledge of the sleep-pain relationship.
慢性疼痛和睡眠障碍以一种恶性循环的方式相互产生负面影响。尽管研究人员了解这一学术知识,但鉴于其实际应用意义,将其传达给普通大众势在必行。然而,目前尚不清楚学术界和普通大众在睡眠与疼痛关系的认知方面是如何相互影响的。本研究的目的是:(1)评估睡眠与疼痛关系的研究纵向轨迹以及普通大众对该主题的兴趣;(2)检验学术兴趣是否会引发普通大众的兴趣,反之亦然。
我们采用大数据方法从科学数据库和公共搜索引擎收集数据。然后,我们将这些数据转化为时间趋势,以代表已发表的关于睡眠与疼痛关系的研究数量以及普通大众对该主题的兴趣。通过动态结构方程模型对时间趋势进行可视化呈现和分析。
2004年后,已发表文章的数量和搜索量均大幅飙升。已发表的研究引发了普通大众对睡眠与疼痛关系的更多兴趣,但并不能预测会有更多已发表的文章。此外,普通大众的兴趣会随着时间的推移而自我强化,但无法预测已发表的研究。
这些结果令人鼓舞,因为对于睡眠与疼痛关系的研究而言,突破学术界的局限,让更广泛的受众了解该研究至关重要。然而,为防止学术知识与实践知识之间可能出现的脱节,我们鼓励研究人员保持开放心态,从普通大众对睡眠与疼痛关系的认知中获取灵感。