Department of Psychology, The College of New Jersey.
Perspect Psychol Sci. 2020 Mar;15(2):483-496. doi: 10.1177/1745691619876279. Epub 2019 Nov 19.
Research training in psychological science emphasizes common threats to internal validity, with no comparably systematic or rigorous treatment of external validity. Trade-offs between internal and external validity are well known in some areas (e.g., efficacy vs. effectiveness studies in clinical psychology), less so in others (e.g., forensic research on eyewitness identification, false memories, or confessions). We present a framework for examining external validity grounded in four domains-populations, settings, outcomes, and timeframes-that can be used to enhance the generalizability of findings. We discuss this framework and then illustrate its use by reviewing mindless eating interventions intended to help people lose weight. Research in this published literature seldom samples from appropriate populations (e.g., overweight or obese individuals) or measures appropriate outcomes (e.g., weight change) in appropriate settings (e.g., the home) over appropriate timeframes (e.g., sustained interventions with follow-up) to determine whether practical advice is empirically supported. In their applied work, we encourage psychological scientists to design studies, analyze data, and report findings with greater attention to external validity to demonstrate, rather than assume, the generalizability of findings to the intended populations, settings, outcomes, and timeframes. Editors and reviewers can hold investigators accountable for doing so.
心理学科学的研究培训强调内部有效性的常见威胁,但对外部有效性没有进行类似的系统或严格的处理。在某些领域(例如临床心理学中的疗效与效果研究),内部有效性和外部有效性之间的权衡是众所周知的,但在其他领域(例如目击者识别、虚假记忆或供认方面的法医研究)则不然。我们提出了一个基于四个领域的外部有效性检验框架——人群、环境、结果和时间框架——可用于增强研究结果的可推广性。我们讨论了这个框架,然后通过回顾旨在帮助人们减肥的无意识进食干预措施来说明其使用方法。在已发表的文献中,此类研究很少从适当的人群(例如超重或肥胖的个体)中抽取样本,也很少在适当的环境(例如家庭)中用适当的结果(例如体重变化)来进行测量,更没有在适当的时间框架(例如持续干预并进行随访)中进行测量,以确定实用建议是否得到了经验证据的支持。在他们的应用工作中,我们鼓励心理学科学家在设计研究、分析数据和报告发现时更加关注外部有效性,以证明研究结果的可推广性,而不是假设研究结果适用于目标人群、环境、结果和时间框架。编辑和审稿人可以要求研究者这样做。