Readers’ processing and use of source information as a function of its usefulness to explain conflicting scientific claims
Abstract
The present research examines how the usefulness of source information to explain conflicting scientific claims affects laypersons’ processing of this information as they seek possible explanations for the conflicting scientific claims in the sources and during resolution of the conflict. In an eye-tracking experiment, we presented 76 participants with two conflicting scientific claims (on a controversial nanotechnology issue) put forward by two scientists (sources) that did or did not differ in their implied trustworthiness. We expected differences in trustworthiness to be useful source information for claim evaluation and explanation of the conflict. This should lead to longer processing of the source information during reading, to a stronger explanation of the conflict through differences in the scientists’ motivations, and to stronger agreement with the claim of the source which was more trustworthy. Our results show that differences in the sources’ trustworthiness indeed led to increased visual attention to source information during reading. Moreover, the source information affected individuals’ explanation of the conflict as well as their claim agreement: Individuals in the condition with differences in trustworthiness agreed more strongly with scientists’ motivations as a potential explanation for the conflict and agreed more strongly with the claim of the more trustworthy source than the individuals in the control condition. These results are discussed in the context of the content-source integration (CSI) model.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Eye-tracking indices such as fixation duration, fixation count, AOI dwell proportion, revisit count, and transitions across regions can reveal how attention is distributed during information search, evidential judgment, and answer construction and thereby provide process-level evidence relevant to source verification.
“These indices can reveal how attention is distributed during information search, evidential judgment, and answer construction and thereby provide process-level evidence relevant to source verification. These affordances have made eye tracking particularly useful for studying source evaluation in digital environments (Gottschling et al., 2019; Liu and Cui, 2025; Hessels et al., 2025).”
From Responsible use of generative AI in Chinese vocational education: eye-tracking evidence on source verification and immediate near-transfer across three information-seeking conditions (2026) · cites this paper as Gottschling et al., 2019
Cites
Bromme, R., Kienhues, D., & Porsch, T. (2010) · Personal Epistemology in the Classroom · doi:10.1017/cbo9780511691904.006 · Cited by 146 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Ma, J., Yue, H., & Li, X. (2026) · Frontiers in Psychology · doi:10.3389/fpsyg.2026.1946196
- Authors
- Gottschling, S., Kammerer, Y., & Gerjets, P.
- Affiliations
- Leibniz-Institut für Wissensmedien (DE)
- Corresponding author
- Gottschling, Steffen
- Venue
- Discourse Processes
- Publisher
- Informa UK Limited
- Published
- 2019-05-29
- Volume
- 56
- Issue
- 5-6
- Pages
- 429-446
- ISSN
- 0163-853X (ISSN-L)
- 1532-6950
- OpenAlex
- W2947501682
- Cited by
- 21
- References
- 1
- Citations by year
- 2026: 2 · 2025: 4 · 2024: 2 · 2023: 3 · 2022: 1 · 2021: 4 · 2020: 5
- FWCI
- 4.54
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Discourse Processes (publishedVersion)
- DSpace (Open University in the Netherlands) (publishedVersion)
- DSpace (Open University in the Netherlands) (submittedVersion)
- Funders
- Leibniz Research Alliance “Nanosafety”
- Topics
- Social Sciences › Psychology › Developmental and Educational Psychology › Educational Strategies and Epistemologies
- Social Sciences › Education › Science Education and Pedagogy
- Social Sciences › Arts and Humanities › Literature and Literary Theory › Discourse Analysis in Language Studies
- Keywords
- source information, source trustworthiness, visual attention, claim evaluation, eye tracking
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review