Exploring Numerical Framing Effects: The Interaction Effects of Gain/Loss Frames and Numerical Presentation Formats on Message Comprehension, Emotion, and Perceived Issue Seriousness

Abstract

Statistical information permeates media messages, but little is known about how the use of different presentation formats influences message processing. Thus, we explore numerical framing effects by examining how presentation formats interact with gain/loss frames to alter message processing and issue perceptions. We found that logically equivalent information embedded in gain/loss frames generated different levels of comprehension when it was presented in a frequency format. The gap, however, disappeared when it was displayed in a percentage format. Different comprehension levels then shaped negative emotions differently, which in turn affected perceived issue seriousness. Mediational analyses tentatively suggest that numerical framing occurred through cognitive and emotional responses. The implications are discussed.

Cite this work

No public copy is stored for this record, so only the metadata is cited.

Stored only when both papers are in the corpus — 15 citations exist upstream.

Papers that cite the same references — the relational fallback while embeddings are still backfilling.