Sufficiency and necessity of influencers for digital collective memory: a study through combined IPMA

Purpose This study aims to demonstrate the causal effect that content disseminated by influencers has on the formation of collective memories that underlie digital environments. Design/methodology/approach This work integrated a recent methodological sequence called combined importance-performance map analysis (cIPMA) that suggests articulating the results of PLS-SEM, necessary conditions analysis and IPMA through a graph that consolidates the causal effects of necessity and sufficiency of the variables contemplated in the study. Findings The results suggest that influencers represent the most important input for the adoption of information and the formation of collective memories. In addition, it was also found that people develop a positive attitude towards digital narratives regardless of whether this content lacks quality. Originality/value To the best of the authors’ knowledge, this paper represents the first formal work that uses an exclusively quantitative methodological sequence to comprehensively demonstrate the causal effect of influencer content on digital collective memory.

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Publication Details

Journal
Journal of Modelling in Management
Published
2025-12-18
DOI
https://doi.org/10.1108/jm2-03-2025-0141
Primary Topic
Media Influence and Health
Type
article
Field-Weighted Citation Impact
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article

Sufficiency and necessity of influencers for digital collective memory: a study through combined IPMA

Journal of Modelling in Management
Media Influence and Health
article

Sufficiency and necessity of influencers for digital collective memory: a study through combined IPMA

article en

Abstract

Purpose This study aims to demonstrate the causal effect that content disseminated by influencers has on the formation of collective memories that underlie digital environments. Design/methodology/approach This work integrated a recent methodological sequence called combined importance-performance map analysis (cIPMA) that suggests articulating the results of PLS-SEM, necessary conditions analysis and IPMA through a graph that consolidates the causal effects of necessity and sufficiency of the variables contemplated in the study. Findings The results suggest that influencers represent the most important input for the adoption of information and the formation of collective memories. In addition, it was also found that people develop a positive attitude towards digital narratives regardless of whether this content lacks quality. Originality/value To the best of the authors’ knowledge, this paper represents the first formal work that uses an exclusively quantitative methodological sequence to comprehensively demonstrate the causal effect of influencer content on digital collective memory.

Journal of Modelling in Management
Politécnico Grancolombiano (CO), Municipality of Medellín (CO), Universidad de Medellín (CO), Universitat de Barcelona (ES)
Reduced inequalities
Openalex Percentile: Top 24%
Media Influence and Health
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