Pills, Rebel Yells, and Red Dye Spills: Preventing the Misuse of Antibiotics via Language and Color Cues

Antibiotic resistance is an urgent global health crisis that requires effective communication strategies to encourage public engagement in preventive behaviors. The current study explores the impact of multimodal design features, including threat agency (human <i>vs</i>. bacteria), nominalized forms (antibiotic misuse <i>vs</i>. antibiotic misuser), and color cues (blue <i>vs</i>. red) in health communication messages about antibiotic resistance. A 2 × 2 × 2 between-subjects experimental design was employed with a sample of 386 participants randomly assigned to one of eight conditions. Results indicated that messages assigning agency to humans led to greater perceived freedom threat compared to assigning bacteria as the agent. The interaction effects between threat agency and nominalized forms predicted perceived response efficacy and self-efficacy. The interaction between threat agency and color cues predicted intention to engage in antibiotic misuse. Additionally, the combination of nominalized forms and color cues predicted negative emotional reactions toward the fact sheet. The key takeaways from the study are that linguistic and sensory features often interact with each other to shape people's health beliefs, and it is important to understand how to strategically present (or mask) human involvement when humans are a primary cause of the health threat. The study's implications, limitations, and future research directions are discussed.

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Publication Details

Journal
Health Communication
Published
2026-01-04
DOI
https://doi.org/10.1080/10410236.2025.2609954
Primary Topic
Safety Warnings and Signage
Type
article
Field-Weighted Citation Impact
0.00
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article

Pills, Rebel Yells, and Red Dye Spills: Preventing the Misuse of Antibiotics via Language and Color Cues

Matthew S. McGlone, Zhengyu Zhang, Mian Jia
Health Communication
Safety Warnings and Signage
article

Pills, Rebel Yells, and Red Dye Spills: Preventing the Misuse of Antibiotics via Language and Color Cues

Matthew S. McGlone, Zhengyu Zhang, Mian Jia
article en

Abstract

Antibiotic resistance is an urgent global health crisis that requires effective communication strategies to encourage public engagement in preventive behaviors. The current study explores the impact of multimodal design features, including threat agency (human <i>vs</i>. bacteria), nominalized forms (antibiotic misuse <i>vs</i>. antibiotic misuser), and color cues (blue <i>vs</i>. red) in health communication messages about antibiotic resistance. A 2 × 2 × 2 between-subjects experimental design was employed with a sample of 386 participants randomly assigned to one of eight conditions. Results indicated that messages assigning agency to humans led to greater perceived freedom threat compared to assigning bacteria as the agent. The interaction effects between threat agency and nominalized forms predicted perceived response efficacy and self-efficacy. The interaction between threat agency and color cues predicted intention to engage in antibiotic misuse. Additionally, the combination of nominalized forms and color cues predicted negative emotional reactions toward the fact sheet. The key takeaways from the study are that linguistic and sensory features often interact with each other to shape people's health beliefs, and it is important to understand how to strategically present (or mask) human involvement when humans are a primary cause of the health threat. The study's implications, limitations, and future research directions are discussed.

Health Communication
City University of Hong Kong (HK), Western Washington University (US), The University of Texas at Austin (US)
Peace, Justice and strong institutions
Openalex Percentile: Top 97%
Safety Warnings and Signage
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Pills, Rebel Yells, and Red Dye Spills: Preventing the Misuse of Antibiotics via Language and Color Cues — Matthew S. McGlone, Zhengyu Zhang, et al. · Health Communication (2026) | TGRS Research Map | TGRS