{"title":"There is nothing WEIRD about basic research: The critical role of convenience samples in psychological science.","authors":"Jeffrey W Sherman","doi":"10.1037/amp0001443","DOIUrl":null,"url":null,"abstract":"<p><p>Attention to issues of sample diversity and generalizability has increased dramatically in the past 15 years, as psychological scientists have confronted the limitations of relatively homogeneous samples. Though this reckoning was perhaps overdue and has undoubtedly shined a light on some poor research practices, recommendations surrounding sample diversity are sometimes applied to research that does not aim for generalizability across peoples. In this article, I seek to promote discussion about when and why sample diversity and generalizability matter. In doing so, I address problems with language surrounding generalizability, the broader question of generalizability beyond samples, challenges for determining sufficient generalizability, and the inherent question of moderation in psychological science, given the reality of limited time and resources. I then discuss the important roles that basic research plays in understanding group differences, producing generalizable knowledge, and developing applied interventions. Finally, I address issues of equity surrounding sample diversity, emphasizing the distinction between WEIRD samples and convenience samples and the importance of convenience samples for globalizing psychological science. (PsycInfo Database Record (c) 2024 APA, all rights reserved).</p>","PeriodicalId":48468,"journal":{"name":"American Psychologist","volume":" ","pages":""},"PeriodicalIF":12.3000,"publicationDate":"2024-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"American Psychologist","FirstCategoryId":"102","ListUrlMain":"https://doi.org/10.1037/amp0001443","RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PSYCHOLOGY, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0
Abstract
Attention to issues of sample diversity and generalizability has increased dramatically in the past 15 years, as psychological scientists have confronted the limitations of relatively homogeneous samples. Though this reckoning was perhaps overdue and has undoubtedly shined a light on some poor research practices, recommendations surrounding sample diversity are sometimes applied to research that does not aim for generalizability across peoples. In this article, I seek to promote discussion about when and why sample diversity and generalizability matter. In doing so, I address problems with language surrounding generalizability, the broader question of generalizability beyond samples, challenges for determining sufficient generalizability, and the inherent question of moderation in psychological science, given the reality of limited time and resources. I then discuss the important roles that basic research plays in understanding group differences, producing generalizable knowledge, and developing applied interventions. Finally, I address issues of equity surrounding sample diversity, emphasizing the distinction between WEIRD samples and convenience samples and the importance of convenience samples for globalizing psychological science. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
在过去的 15 年里,随着心理科学家们正视相对单一样本的局限性,对样本多样性和可推广性问题的关注急剧增加。尽管这种反思也许早就应该进行,而且无疑也揭示了一些不良的研究实践,但围绕样本多样性的建议有时却被应用于那些不以在不同民族间实现可推广性为目标的研究中。在本文中,我试图推动关于样本多样性和可推广性何时以及为何重要的讨论。在此过程中,我将讨论有关可推广性的语言问题、样本之外的更广泛的可推广性问题、确定充分的可推广性所面临的挑战,以及在时间和资源有限的现实情况下,心理科学中固有的节制问题。然后,我讨论了基础研究在理解群体差异、产生可推广的知识和开发应用干预措施方面的重要作用。最后,我讨论了与样本多样性相关的公平问题,强调了 WEIRD 样本与便利样本之间的区别,以及便利样本对于心理科学全球化的重要性。(PsycInfo Database Record (c) 2024 APA, all rights reserved)。
期刊介绍:
Established in 1946, American Psychologist® is the flagship peer-reviewed scholarly journal of the American Psychological Association. It publishes high-impact papers of broad interest, including empirical reports, meta-analyses, and scholarly reviews, covering psychological science, practice, education, and policy. Articles often address issues of national and international significance within the field of psychology and its relationship to society. Published in an accessible style, contributions in American Psychologist are designed to be understood by both psychologists and the general public.