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May 7, 2026New Media & Society1 citationsOpen Access

The many meanings of measure: Social media metrics and their implications for collective organizing in the influencer economy

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VOVictoria O’Meara

Key Points

  • To explore how social media metrics influence the value perception of influencers and their capacity for collective organizing.
  • Conducted 16 semi-structured interviews with social media influencers to gather qualitative insights.
  • Analyzed the meanings derived from social media metrics by influencers.
  • Influencers perceive social media metrics as complex and contradictory.
  • Metrics serve as both an imposed force and an internalized value system, impacting their sense of worth.
  • Findings highlight the ambiguity and contest surrounding the significance of metrics in the influencer economy.

Abstract

The professional cultural production of social media influencers is mediated by social media metrics. However, metrics are the site of significant ambiguity and contest across the influencer economy. What meanings and meaningfulness do these cultural producers derive from their measures? How do they shape how influencers understand the value of their work and themselves, and with what implications for the possibility of collective organizing across this sector of the creative and cultural industries? Drawing from 16 semi-structured interviews with social media influencers, this article examines the complex and contradictory meanings that influencers derive from their social media metrics. Findings show that the meaning of metrics is fraught and far from stable, oscillating between an imposed and coercive force that does not define their worth and an internalized value system that they believe and invest in.

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Cite This Study

Victoria O’Meara (2026) studied this question.

synapsesocial.com/papers/69fbefef164b5133a91a4250https://doi.org/10.1177/14614448261445040
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