Quantifying Information Dissemination: Structured Review on Methods and Variables for Sharing Behavior on Social Network Sites
Allgemeines
Art der Publikation: Conference Paper
Veröffentlicht auf / in: Human Dynamics, Product Evaluation and Quality
Jahr: 2024
Band / Volume: 131
Verlag (Publisher): Applied Human Factors and Ergonomics
DOI: https://doi.org/10.54941/ahfe1004858
Autoren
Zusammenfassung
The dissemination of misinformation on Social Network Sites (SNS) and the consequent emergence of radicalizing narratives present an increasingly societal problem. Empirically founded models on the individual behavior of information dissemination in SNS are therefore necessary to improve our understanding of influential variables. The objective of the present research was to identify relevant variables and to provide an overview of how current research addresses the complex issue of information dissemination decision-making on SNS. To this end, we conducted a PRISMA-based structured literature review focused on variables and experimental designs used in the exploration of individuals’ decision-making processes to share information on SNS. A special focus was on the usage of experimental tools that can be used for the simulation of SNS or a scenario-based research approach, respectively. For our analysis we extracted 5195 articles published between 1990 and 2020, from four databases (Web of Science, PubMed, PsychInfo, Scopus) and selected them based on strict exclusion criteria like the mandatory use of empirical methods and the necessity of experimental manipulation. Those articles were reduced to 18 papers from which we extracted used variables, experimental design and the employed tools. We discuss constructs related to the dissemination of false or misleading information on SNS and how they have been operationalized from previous research utilizing field theory to structure the present review.