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沙特阿拉伯心理健康监测系统(MHSS)的一致性和敏感性评估:假设生成与检验

Consistency and Sensitivity Evaluation of the Saudi Arabia Mental Health Surveillance System (MHSS): Hypothesis Generation and Testing.

作者信息

Althumiri Nora A, Basyouni Mada H, BinDhim Nasser F

机构信息

Sharik Association for Research and Studies, Riyadh, Saudi Arabia.

Decision Support for Research and Studies (IDM), Riyadh, Saudi Arabia.

出版信息

JMIR Form Res. 2022 Feb 3;6(2):e23965. doi: 10.2196/23965.

Abstract

BACKGROUND

Public health surveillance systems should be evaluated periodically, and the evaluation should include recommendations for improving the system's quality and efficiency. Each surveillance system may have a unique situation in which evaluating its quality depends on its methodology, aims, and other factors, such as the frequency of repeating the survey in the case of survey-based surveillance.

OBJECTIVE

As the consistency of the surveillance system to capture demographic data and its sensitivity to monitor the intended health-related event are important indicators of the quality of the surveillance system, the aim of this article is to evaluate the Saudi Arabia Mental Health Surveillance System (MHSS) in terms of consistency and sensitivity via the scientific hypothesis testing process.

METHODS

The quality of the MHSS was assessed by examining (1) the consistency of the main demographic variables and (2) the sensitivity to changes in score between the 2 mental health screening tools used in the MHSS and between the 3 waves collected in 3 consecutive months. The assessment uses all data collected via the MHSS between May 2020 and July 2020. The first null hypothesis predicted there were differences between the distributions of the demographic variables between the 3 waves. The second predicted there were no differences between the scores of the Patient Health Questionnaire 9 (PHQ-9) and the Generalized Anxiety Disorder 7-item scale (GAD-7) between the 3 waves.

RESULTS

In terms of sampling variables (age, gender, and region), there were no significant differences between the 3 waves in age, using one-way ANOVA, nor in gender and region, using the chi-square test. In addition, there were no significant differences between the 3 waves in all other demographic variables, except in the income variable. However, in terms of the PHQ-9 score, the one-way ANOVA (F=8.05; P<.001) showed significant differences between waves. Similarly, significant differences between waves were found in the GAD-7 score (F=7.09; P=.001).

CONCLUSIONS

The MHSS showed a consistent distribution of the sample demographic variables, while being sensitive to the changes in mental health scores across waves. The MHSS can generate an acceptable level of consistency and sensitivity to monitor mental health trends.

INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): RR2-10.2196/23748.

摘要

背景

公共卫生监测系统应定期进行评估,评估应包括改善系统质量和效率的建议。每个监测系统可能有其独特情况,评估其质量取决于其方法、目标以及其他因素,例如在基于调查的监测中重复调查的频率。

目的

由于监测系统获取人口数据的一致性及其监测预期健康相关事件的敏感性是监测系统质量的重要指标,本文旨在通过科学假设检验过程评估沙特阿拉伯心理健康监测系统(MHSS)在一致性和敏感性方面的表现。

方法

通过检查(1)主要人口变量的一致性以及(2)MHSS中使用的两种心理健康筛查工具之间以及连续三个月收集的三轮数据之间得分变化的敏感性来评估MHSS的质量。评估使用2020年5月至2020年7月期间通过MHSS收集的所有数据。第一个原假设预测三轮数据之间人口变量的分布存在差异。第二个原假设预测三轮数据之间患者健康问卷9(PHQ - 9)和广泛性焦虑障碍7项量表(GAD - 7)的得分没有差异。

结果

在抽样变量(年龄、性别和地区)方面,使用单因素方差分析,三轮数据在年龄上没有显著差异;使用卡方检验,在性别和地区上也没有显著差异。此外,除收入变量外,所有其他人口变量在三轮数据之间也没有显著差异。然而,就PHQ - 9得分而言,单因素方差分析(F = 8.05;P <.001)显示各轮之间存在显著差异。同样,在GAD - 7得分上各轮之间也发现了显著差异(F = 7.09;P =.001)。

结论

MHSS显示出样本人口变量的一致分布,同时对各轮心理健康得分的变化敏感。MHSS能够产生可接受水平的一致性和敏感性以监测心理健康趋势。

国际注册报告标识符(IRRID):RR2 - 10.2196/23748。

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