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Reciprocal Dynamics: How Ad-views and Ad-shares Reinforce Each Other

Year: 2025
Type: article
Abstract: This study explores the reciprocal relationship between ad-viewing and ad-sharing in online video advertising and examines the moderating role of total likes. Drawing on two-step flow and social influence theories, it is hypothesized that daily ad-views drives daily ad-shares by reaching influencers, while daily ad-shares enhance daily ad-views through social and informational cues. Granger causality analysis of 392 YouTube advertisements reveals varying causal patterns, including reciprocal and unidirectional effects (ad-views → ad-shares and ad-shares → ad-views), with total likes amplifying these dynamics. These findings provide theoretical insights into viral advertising and practical implications.
Language: English
Open Access status: hybrid
OpenAlex ID: W4412946300
FWCI:
Cites: 60
Cited by:
Related to: 10