Samantha Joel, John K Sakaluk, James J Kim, Devinder Khera, Helena Yuchen Qin, Sarah C E Stanton
{"title":"Pseudo Effects: How Method Biases Can Produce Spurious Findings About Close Relationships.","authors":"Samantha Joel, John K Sakaluk, James J Kim, Devinder Khera, Helena Yuchen Qin, Sarah C E Stanton","doi":"10.1177/09567976251370262","DOIUrl":null,"url":null,"abstract":"<p><p>Research on interpersonal relationships frequently relies on accurate self-reporting across various relationship facets (e.g., conflict, trust, appreciation). Yet shared method biases-which may greatly inflate associations between measures-are rarely accounted for during measurement validation or hypothesis testing. To examine how method biases can affect relationship research, we embarked on the ironic exploration of a new construct-<i>Pseudo</i>-comprised of irrelevant relationship evaluations (e.g., \"My relationship has very good Saturn\"). Pseudo was moderately associated with common relationship measures (e.g., satisfaction, commitment) and predicted those measures 3 weeks later. Results of a dyadic longitudinal study suggested that Pseudo taps into method biases, particularly <i>sentiment override</i> (i.e., people's tendency to project their global relationship sentiments onto every relationship evaluation). We conclude that psychometric standards must be sufficiently rigorous to distinguish genuine constructs and associations from methodological artifacts that can otherwise pose a serious validity threat.</p>","PeriodicalId":20745,"journal":{"name":"Psychological Science","volume":" ","pages":"9567976251370262"},"PeriodicalIF":5.1000,"publicationDate":"2025-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Psychological Science","FirstCategoryId":"102","ListUrlMain":"https://doi.org/10.1177/09567976251370262","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
Research on interpersonal relationships frequently relies on accurate self-reporting across various relationship facets (e.g., conflict, trust, appreciation). Yet shared method biases-which may greatly inflate associations between measures-are rarely accounted for during measurement validation or hypothesis testing. To examine how method biases can affect relationship research, we embarked on the ironic exploration of a new construct-Pseudo-comprised of irrelevant relationship evaluations (e.g., "My relationship has very good Saturn"). Pseudo was moderately associated with common relationship measures (e.g., satisfaction, commitment) and predicted those measures 3 weeks later. Results of a dyadic longitudinal study suggested that Pseudo taps into method biases, particularly sentiment override (i.e., people's tendency to project their global relationship sentiments onto every relationship evaluation). We conclude that psychometric standards must be sufficiently rigorous to distinguish genuine constructs and associations from methodological artifacts that can otherwise pose a serious validity threat.
期刊介绍:
Psychological Science, the flagship journal of The Association for Psychological Science (previously the American Psychological Society), is a leading publication in the field with a citation ranking/impact factor among the top ten worldwide. It publishes authoritative articles covering various domains of psychological science, including brain and behavior, clinical science, cognition, learning and memory, social psychology, and developmental psychology. In addition to full-length articles, the journal features summaries of new research developments and discussions on psychological issues in government and public affairs. "Psychological Science" is published twelve times annually.