The hidden impact of hashtags on Instagram: navigational heuristics on source trustworthiness

Hashtags are popular navigability tools in a social media-driven environment. However, social media users have purposely employed a hashtag stuffing strategy, where many unrelated hashtags are added to a post to increase the visibility of the post and drive viewership. The results of the current study suggest a potential negative impact of hashtags on source trustworthiness assessment made by Instagram users through heuristic processing. This research conducted two experimental studies with samples from the overall Instagram population. Study 1 (N = 174) was a 2 × 2 between-subjects factorial experiment designed to demonstrate the positive effects of hashtags' navigability cues on Instagram users' perceived source trustworthiness. Study 2 (N = 185) was a 2 × 2 × 2 experiment that aimed to examine the interactive effect between the visual stimuli of a post and the heuristic cues of hashtags. The current research challenges some of the widely accepted hashtag strategies and provides several practical hashtag usage implications for social media influencers and companies.

Authors

Institutions

Publication Details

Journal
International Journal of Web Based Communities
Published
2025-01-01
DOI
https://doi.org/10.1504/ijwbc.2025.145135
Citations
1
Primary Topic
Knowledge Management and Sharing
Type
article
Field-Weighted Citation Impact
3.86
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The hidden impact of hashtags on Instagram: navigational heuristics on source trustworthiness

Peter Haried, Han Ye, Shuang Wu
1 citations
International Journal of Web Based Communities
Knowledge Management and Sharing
3.86
article

The hidden impact of hashtags on Instagram: navigational heuristics on source trustworthiness

Peter Haried, Han Ye, Shuang Wu
article en
1 citations

Abstract

Hashtags are popular navigability tools in a social media-driven environment. However, social media users have purposely employed a hashtag stuffing strategy, where many unrelated hashtags are added to a post to increase the visibility of the post and drive viewership. The results of the current study suggest a potential negative impact of hashtags on source trustworthiness assessment made by Instagram users through heuristic processing. This research conducted two experimental studies with samples from the overall Instagram population. Study 1 (N = 174) was a 2 × 2 between-subjects factorial experiment designed to demonstrate the positive effects of hashtags' navigability cues on Instagram users' perceived source trustworthiness. Study 2 (N = 185) was a 2 × 2 × 2 experiment that aimed to examine the interactive effect between the visual stimuli of a post and the heuristic cues of hashtags. The current research challenges some of the widely accepted hashtag strategies and provides several practical hashtag usage implications for social media influencers and companies.

International Journal of Web Based CommunitiesVol. 21(1/2)
Rowan University (US), University of Wisconsin–La Crosse (US)
Climate action
Openalex Percentile: Top 11%
Knowledge Management and Sharing
3.86
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

The hidden impact of hashtags on Instagram: navigational heuristics on source trustworthiness — Peter Haried, Han Ye, et al. · International Journal of Web Based Communities (2025) | TGRS Research Map | TGRS