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心身医学研究中的中介分析。

Mediation analysis in psychosomatic medicine research.

机构信息

Research in Prevention Laboratory, Department of Psychology, Arizona State University, Tempe, AZ 85287-1104, USA.

出版信息

Psychosom Med. 2011 Jan;73(1):29-43. doi: 10.1097/PSY.0b013e318200a54b. Epub 2010 Dec 10.

DOI:10.1097/PSY.0b013e318200a54b
PMID:21148809
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC3366636/
Abstract

This article presents an overview of statistical mediation analysis and its application to psychosomatic medicine research. The article begins with a description of the major approaches to mediation analysis and an evaluation of the strengths and limits of each. Emphasis is placed on longitudinal mediation models, and an application using latent growth modeling is presented. The article concludes with a description of recent developments in mediation analysis and suggestions for the use of mediation for future work in psychosomatic medicine research.

摘要

本文概述了统计中介分析及其在身心医学研究中的应用。文章首先介绍了中介分析的主要方法,并对每种方法的优缺点进行了评估。重点介绍了纵向中介模型,并展示了一个使用潜在增长模型的应用。文章最后描述了中介分析的最新进展,并就未来身心医学研究中使用中介分析提出了建议。

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Mediation analysis in psychosomatic medicine research.心身医学研究中的中介分析。
Psychosom Med. 2011 Jan;73(1):29-43. doi: 10.1097/PSY.0b013e318200a54b. Epub 2010 Dec 10.
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本文引用的文献

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An Alternative Framework for Defining Mediation.定义调解的另一种框架。
Multivariate Behav Res. 1998 Apr 1;33(2):295-312. doi: 10.1207/s15327906mbr3302_5.
2
Haldane's Lungs: A Case Study in Path Analysis.霍尔丹的肺脏:路径分析的一个案例研究
Multivariate Behav Res. 1997 Jan 1;32(1):1-38. doi: 10.1207/s15327906mbr3201_1.
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Resampling and Distribution of the Product Methods for Testing Indirect Effects in Complex Models.复杂模型中间接效应检验乘积法的重抽样与分布
A sensitivity analysis for temporal bias in cross-sectional mediation.
横断面中介效应中时间偏差的敏感性分析。
Psychol Methods. 2023 Dec 21. doi: 10.1037/met0000628.
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The mediting role of psychological resilience on the negative effect of pain in patients with rheumatoid arthritis: A cross-sectional study.心理弹性对类风湿关节炎患者疼痛负面影响的调节作用:一项横断面研究。
PLoS One. 2023 Dec 1;18(12):e0295255. doi: 10.1371/journal.pone.0295255. eCollection 2023.
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Pathways to mental well-being for graduates of mindfulness-based cognitive therapy (MBCT) and mindfulness-based stress reduction (MBSR): A mediation analysis of an RCT.正念认知疗法(MBCT)和正念减压疗法(MBSR)毕业生的心理健康途径:一项 RCT 的中介分析。
Psychother Res. 2024 Nov;34(8):1162-1173. doi: 10.1080/10503307.2023.2269299. Epub 2023 Nov 6.
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Effectiveness of attachment-based compassion therapy to reduce psychological distress in university students: a randomised controlled trial protocol.基于依恋的共情疗法减轻大学生心理困扰的有效性:一项随机对照试验方案
Front Psychol. 2023 Aug 24;14:1185445. doi: 10.3389/fpsyg.2023.1185445. eCollection 2023.
7
Mindfulness skills and experiential avoidance as therapeutic mechanisms for treatment-resistant depression through mindfulness-based cognitive therapy and lifestyle modification.正念技能与经验性回避作为通过基于正念的认知疗法和生活方式改变来治疗难治性抑郁症的治疗机制。
Front Psychol. 2023 Mar 9;14:1008891. doi: 10.3389/fpsyg.2023.1008891. eCollection 2023.
8
Mediation Analysis in Manual Therapy Research.手法治疗研究中的中介分析
J Chiropr Med. 2023 Mar;22(1):35-44. doi: 10.1016/j.jcm.2022.04.007. Epub 2022 Jul 16.
9
Effectiveness, cost-utility and physiological underpinnings of the FIBROWALK multicomponent therapy in online and outdoor format in individuals with fibromyalgia: Study protocol of a randomized, controlled trial (On&Out study).纤维肌痛患者在线及户外形式的FIBROWALK多组分疗法的有效性、成本效益及生理基础:一项随机对照试验的研究方案(在线与户外研究)
Front Physiol. 2022 Nov 10;13:1046613. doi: 10.3389/fphys.2022.1046613. eCollection 2022.
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Linear high-dimensional mediation models adjusting for confounders using propensity score method.使用倾向得分法调整混杂因素的线性高维中介模型。
Front Genet. 2022 Oct 10;13:961148. doi: 10.3389/fgene.2022.961148. eCollection 2022.
Struct Equ Modeling. 2008;15(1):23-51. doi: 10.1080/10705510701758166.
4
Confidence Limits for the Indirect Effect: Distribution of the Product and Resampling Methods.间接效应的置信区间:乘积分布与重抽样方法
Multivariate Behav Res. 2004 Jan 1;39(1):99. doi: 10.1207/s15327906mbr3901_4.
5
A Simulation Study of Mediated Effect Measures.中介效应测量的模拟研究
Multivariate Behav Res. 1995 Jan 1;30(1):41. doi: 10.1207/s15327906mbr3001_3.
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Investigation of Mediational Processes Using Parallel Process Latent Growth Curve Modeling.使用并行过程潜在增长曲线模型对中介过程进行研究。
Struct Equ Modeling. 2003 Apr 1;10(2):238. doi: 10.1207/S15328007SEM1002_5.
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Mediation and moderation of treatment effects in randomised controlled trials of complex interventions.随机对照试验中复杂干预措施治疗效果的中介和调节作用。
Stat Methods Med Res. 2010 Jun;19(3):237-70. doi: 10.1177/0962280209105014. Epub 2009 Jul 16.
8
A mediation analysis of the ATHENA intervention for female athletes: prevention of athletic-enhancing substance use and unhealthy weight loss behaviors.ATHENA 干预女性运动员的中介分析:预防运动增强物质使用和不健康的体重减轻行为。
J Pediatr Psychol. 2009 Nov-Dec;34(10):1069-83. doi: 10.1093/jpepsy/jsp025. Epub 2009 Apr 22.
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R2 effect-size measures for mediation analysis.用于中介分析的R2效应量测量
Behav Res Methods. 2009 May;41(2):486-98. doi: 10.3758/BRM.41.2.486.
10
What carries a mediation process? Configural analysis of mediation.是什么推动了调解过程?调解的构型分析。
Integr Psychol Behav Sci. 2009 Sep;43(3):228-47. doi: 10.1007/s12124-009-9088-9.