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Validity of Data as Precondition for Evidence: A Methodological Analysis of What Is Taken to Count as Evidence in Psychotherapy Research

机译:数据的有效性作为证据的先决条件:对心理治疗研究中的证据所采取的方法分析

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摘要

The evidence-based paradigm in mental health care emphasizes the use of the best available methods to provide a sound evidence-base for clinical practice. However, there is strikingly little consensus on what evidence is. Nonetheless, psychotherapy researchers conduct a vast amount of research in which the outcome is taken as evidence. To derive outcome, quantitative data are collected from samples of patient-participants by means of validated self-report measures. Clinical case vignettes from the Ghent Psychotherapy Study (Meganck et al., 2017) are used to exhibit that quantitative self-report data are hermeneutic in their basis. Although quantitative data are generally taken as straightforwardly comparable and trustworthy input for analysis of treatment effect, we show that these data can yield validity issues despite being collected by validated measures. As the gold standard methodological procedure does not prevent that these validity issues become inherent to the dataset, validity issues on the level of individual data collection form a threat to evidence on treatment effect. Therefore, we argue that validity of data is a precondition for evidence. For a sound psychotherapeutic evidence-base we need a proper definition of validity that is sensitive to actual data collection processes, and a theory of evidence that is clear on what should be evidenced to be useful and valid for psychological practice.
机译:心理健康护理中的循证范式强调使用最佳可用方法为临床实践提供可靠的证据基础。然而,对于什么是证据,人们几乎没有达成共识。尽管如此,心理治疗研究人员进行了大量的研究,并将结果作为证据。为了得出结果,通过有效的自我报告测量从患者参与者的样本中收集定量数据。根特心理治疗研究(Meganck等人,2017年)的临床案例小案例被用来证明定量自我报告数据在其基础上具有解释性。虽然定量数据通常被视为直接可比且值得信赖的治疗效果分析输入,但我们表明,尽管这些数据是通过有效措施收集的,但仍可能产生有效性问题。由于金标准方法程序无法防止这些有效性问题成为数据集固有的问题,因此个人数据收集层面的有效性问题对治疗效果证据构成威胁。因此,我们认为数据的有效性是证据的先决条件。对于一个健全的心理治疗证据库,我们需要一个对有效性的正确定义,该定义对实际的数据收集过程敏感,并且需要一个证据理论,该理论清楚地说明哪些证据对心理实践有用和有效。

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