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行为模式与心理困扰的相关性研究及相关因素分析:潜在类别回归分析

Examination of Behavioural Patterns of Psychological Distress and Evaluation of Related Factors: A latent class regression.

机构信息

Department of Biostatistics, School of Health, Mashhad University of Medical Sciences, Mashhad, Iran.

Department of Psychology, Faculty of Psychology and Educational Sciences, Kerman Branch, Islamic Azad University, Kerman, Iran.

出版信息

Sultan Qaboos Univ Med J. 2023 Aug;23(3):311-319. doi: 10.18295/squmj.12.2022.067. Epub 2023 Aug 28.

Abstract

OBJECTIVES

This study aimed to identify the behavioural pattern of psychological distress (PD) in the population of 18 to 65 years old people in Mashhad, Iran, using latent class regression and evaluate the related factors. PD is a unique emotional state with suffering in response to a stressor or specific need that leads to temporary or permanent impacts. Due to its negative effects on several features of life like the quality of life, health, performance and productivity of individuals, PD and its consequences are considered a public health priority.

METHODS

A cross-sectional study was performed on 425,286 individuals aged 18 to 65, who were referred to health centres in Mashhad, northeastern Iran in the first half of 2018. The information required for this study, including a checklist of demographic information and the six-item Kessler Psychological Distress Scale (K-6), was obtained from the Sina System.

RESULTS

Latent class regression identified three latent patterns of PD in answering the questions of the K-6 questionnaire, including severe PD (14%), low PD distress (40%) and no PD (46%). Statistical variables of this study due to the results are considered as the following: women, illiterate people, unemployed and divorced people, individuals aged between 50 and 59 years and people with low weight were more likely to be in the severe PD class than in the no PD class.

CONCLUSION

Although a small percentage of people were classified as severely disturbed, the findings showed a high rate of symptoms of distress and sadness even in the no PD class.

摘要

目的

本研究旨在使用潜在类别回归识别伊朗马什哈德 18 至 65 岁人群的心理困扰(PD)行为模式,并评估相关因素。PD 是一种独特的情绪状态,表现为对压力源或特定需求的痛苦,导致暂时或永久的影响。由于其对生活质量、健康、个人表现和生产力等多个方面的负面影响,PD 及其后果被视为公共卫生的优先事项。

方法

本横断面研究对 2018 年上半年在伊朗东北部马什哈德健康中心就诊的 425286 名 18 至 65 岁的个体进行了研究。本研究所需的信息包括人口统计学信息检查表和六项目 Kessler 心理困扰量表(K-6),从 Sina 系统中获得。

结果

潜在类别回归在回答 K-6 问卷问题时确定了 PD 的三种潜在模式,包括严重 PD(14%)、低 PD 困扰(40%)和无 PD(46%)。由于研究结果,本研究的统计学变量被认为如下:女性、文盲、失业和离婚者、50 至 59 岁的个体以及体重较低的个体比无 PD 个体更有可能处于严重 PD 类别。

结论

尽管一小部分人被归类为严重受干扰,但调查结果显示,即使在无 PD 类别中,也存在较高的困扰和悲伤症状发生率。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3b98/10467542/61586b040797/squmj2308-311-319f1.jpg

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