Hauser David J, Ellsworth Phoebe C, Gonzalez Richard
Department of Psychology, University of Southern California, Los Angeles, CA, United States.
University of Michigan, Ann Arbor, MI, United States.
Front Psychol. 2018 Jun 21;9:998. doi: 10.3389/fpsyg.2018.00998. eCollection 2018.
Researchers are concerned about whether manipulations have the intended effects. Many journals and reviewers view manipulation checks favorably, and they are widely reported in prestigious journals. However, the prototypical manipulation check is a verbal (rather than behavioral) measure that always appears at the same point in the procedure (rather than its order being varied to assess order effects). Embedding such manipulation checks within an experiment comes with problems. While we conceptualize manipulation checks as measures, they can also act as interventions which initiate new processes that would otherwise not occur. The default assumption that manipulation checks do not affect experimental conclusions is unwarranted. They may amplify, undo, or interact with the effects of a manipulation. Further, the use of manipulation checks in mediational analyses does not rule out confounding variables, as any unmeasured variables that correlate with the manipulation check may still drive the relationship. Alternatives such as non-verbal and behavioral measures as manipulation checks and pilot testing are less problematic. Reviewers should view manipulation checks more critically, and authors should explore alternative methods to ensure the effectiveness of manipulations.
研究人员担心操纵是否具有预期效果。许多期刊和审稿人对操纵检验持赞许态度,并且它们在著名期刊中被广泛报道。然而,典型的操纵检验是一种言语(而非行为)测量,总是出现在程序中的同一点(而非其顺序被改变以评估顺序效应)。将此类操纵检验嵌入实验会带来问题。虽然我们将操纵检验概念化为测量,但它们也可以作为干预措施,启动原本不会发生的新过程。认为操纵检验不会影响实验结论的默认假设是没有根据的。它们可能会放大、消除操纵的效果,或者与操纵的效果相互作用。此外,在中介分析中使用操纵检验并不能排除混杂变量,因为任何与操纵检验相关的未测量变量仍可能驱动这种关系。诸如将非言语和行为测量作为操纵检验以及进行预试验等替代方法问题较少。审稿人应更严格地看待操纵检验,而作者应探索替代方法以确保操纵的有效性。