{"title":"冲突文献综合表征中的信念偏差:嵌入来源和正当性信念的调节作用","authors":"Mohammad N. Karimi , Tobias Richter","doi":"10.1016/j.learninstruc.2025.102171","DOIUrl":null,"url":null,"abstract":"<div><h3>Background</h3><div>Given the documented biasing effect of prior beliefs on the mental representations of controversial information (text-belief consistency effect), it is important to identify conditions that reduce this effect.</div></div><div><h3>Aims</h3><div>In this study, we investigated whether readers' prior beliefs bias their situation models of conflicting information as measured through an integrated argumentation task. Based on the literature on sourcing and the Two-Step Model of Validation, we also examined whether embedded citation style (whether and how embedded sources are incorporated in documents) and beliefs regarding justification for knowing by authority reduce belief biases in readers’ situation models.</div></div><div><h3>Sample and method</h3><div>The study was based on 2 (text stance: Pro-Stance vs. Contra-Stance; varied within-subjects) × 3 (embedded citation style: Author-Prominent vs. Information-Prominent vs. Author-Absent; varied between-subjects) a mixed design. The participants included English as a Foreign Language (EFL) students (<em>N</em> = 92).</div></div><div><h3>Results</h3><div>Consistent with previous evidence, readers' situation models were biased towards their beliefs. Furthermore, embedded sources moderated prior beliefs effects on the integrated cognitive representations of the information. Participants constructed more balanced mental representations of documents that included author-prominent followed by information-prominent embedded sources. Beliefs about justification for knowing by authority were also found to interact with readers’ prior beliefs and embedded citation style to moderate belief biases in reading controversial information.</div></div><div><h3>Conclusions</h3><div>These results support the assumption of the Two-Step Model of Validation that source information and knowledge beliefs may be crucial for whether readers engage in elaborative processes that lead to a more balanced representation of controversial information.</div></div>","PeriodicalId":48357,"journal":{"name":"Learning and Instruction","volume":"99 ","pages":"Article 102171"},"PeriodicalIF":4.7000,"publicationDate":"2025-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Belief biases in integrated representations of conflicting documents: Moderating effects of embedded sources and justification beliefs\",\"authors\":\"Mohammad N. Karimi , Tobias Richter\",\"doi\":\"10.1016/j.learninstruc.2025.102171\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Background</h3><div>Given the documented biasing effect of prior beliefs on the mental representations of controversial information (text-belief consistency effect), it is important to identify conditions that reduce this effect.</div></div><div><h3>Aims</h3><div>In this study, we investigated whether readers' prior beliefs bias their situation models of conflicting information as measured through an integrated argumentation task. Based on the literature on sourcing and the Two-Step Model of Validation, we also examined whether embedded citation style (whether and how embedded sources are incorporated in documents) and beliefs regarding justification for knowing by authority reduce belief biases in readers’ situation models.</div></div><div><h3>Sample and method</h3><div>The study was based on 2 (text stance: Pro-Stance vs. Contra-Stance; varied within-subjects) × 3 (embedded citation style: Author-Prominent vs. Information-Prominent vs. Author-Absent; varied between-subjects) a mixed design. The participants included English as a Foreign Language (EFL) students (<em>N</em> = 92).</div></div><div><h3>Results</h3><div>Consistent with previous evidence, readers' situation models were biased towards their beliefs. Furthermore, embedded sources moderated prior beliefs effects on the integrated cognitive representations of the information. Participants constructed more balanced mental representations of documents that included author-prominent followed by information-prominent embedded sources. Beliefs about justification for knowing by authority were also found to interact with readers’ prior beliefs and embedded citation style to moderate belief biases in reading controversial information.</div></div><div><h3>Conclusions</h3><div>These results support the assumption of the Two-Step Model of Validation that source information and knowledge beliefs may be crucial for whether readers engage in elaborative processes that lead to a more balanced representation of controversial information.</div></div>\",\"PeriodicalId\":48357,\"journal\":{\"name\":\"Learning and Instruction\",\"volume\":\"99 \",\"pages\":\"Article 102171\"},\"PeriodicalIF\":4.7000,\"publicationDate\":\"2025-06-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Learning and Instruction\",\"FirstCategoryId\":\"95\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0959475225000957\",\"RegionNum\":1,\"RegionCategory\":\"教育学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"EDUCATION & EDUCATIONAL RESEARCH\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Learning and Instruction","FirstCategoryId":"95","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0959475225000957","RegionNum":1,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"EDUCATION & EDUCATIONAL RESEARCH","Score":null,"Total":0}
Belief biases in integrated representations of conflicting documents: Moderating effects of embedded sources and justification beliefs
Background
Given the documented biasing effect of prior beliefs on the mental representations of controversial information (text-belief consistency effect), it is important to identify conditions that reduce this effect.
Aims
In this study, we investigated whether readers' prior beliefs bias their situation models of conflicting information as measured through an integrated argumentation task. Based on the literature on sourcing and the Two-Step Model of Validation, we also examined whether embedded citation style (whether and how embedded sources are incorporated in documents) and beliefs regarding justification for knowing by authority reduce belief biases in readers’ situation models.
Sample and method
The study was based on 2 (text stance: Pro-Stance vs. Contra-Stance; varied within-subjects) × 3 (embedded citation style: Author-Prominent vs. Information-Prominent vs. Author-Absent; varied between-subjects) a mixed design. The participants included English as a Foreign Language (EFL) students (N = 92).
Results
Consistent with previous evidence, readers' situation models were biased towards their beliefs. Furthermore, embedded sources moderated prior beliefs effects on the integrated cognitive representations of the information. Participants constructed more balanced mental representations of documents that included author-prominent followed by information-prominent embedded sources. Beliefs about justification for knowing by authority were also found to interact with readers’ prior beliefs and embedded citation style to moderate belief biases in reading controversial information.
Conclusions
These results support the assumption of the Two-Step Model of Validation that source information and knowledge beliefs may be crucial for whether readers engage in elaborative processes that lead to a more balanced representation of controversial information.
期刊介绍:
As an international, multi-disciplinary, peer-refereed journal, Learning and Instruction provides a platform for the publication of the most advanced scientific research in the areas of learning, development, instruction and teaching. The journal welcomes original empirical investigations. The papers may represent a variety of theoretical perspectives and different methodological approaches. They may refer to any age level, from infants to adults and to a diversity of learning and instructional settings, from laboratory experiments to field studies. The major criteria in the review and the selection process concern the significance of the contribution to the area of learning and instruction, and the rigor of the study.