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Data · dataset · 2026

Replication Data for: Algorithmic Visibility and Automated Continuation: Infra-structural Mediation in Streaming Platforms

Listed in e-cienciaDatos

This dataset contains aggregated results from a study examining the role of algorithmic visibility mechanisms in streaming platforms and their relationship with audiovisual consumption behavior and user satisfaction.

Description

Specifically, the research investigates how platform design features, particularly Top 10/Trending lists and autoplay functionality, may influence users’ decision-making processes, viewing intensity, and post-consumption evaluations.

The final analytical dataset comprises 356 cases following informed consent verification and data cleaning through Mahalanobis distance screening. The original survey collected 393 responses, of which 389 met the consent requirements for inclusion in the study. The workbook includes descriptive statistics, frequency distributions, correlation matrices, missing-data information, and the results of structural equation models designed to assess both direct and indirect relationships among observed variables.

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Key variables include autoplay activation, frequency of consulting Top 10/Trending lists, perceived influence of popularity rankings, divergence between initial viewing intentions and actual content selection, number of episodes watched per session, and overall platform satisfaction. The dataset provides empirical evidence on the influence of recommendation-related interface features and digital choice architecture on user behavior within video-on-demand platforms.

As such, it may be of interest to researchers in behavioural economics, media and communication studies, digital platform research, persuasive design, and algorithmic governance. The file contains only aggregated statistical information and analytical outputs. No personally identifiable information about participants is included.

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Catalogue records · 1

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Stated by source
Ciencias sociales
Provenance · 1 source records, 12 field assertions
SourceKeyLast seenRaw
e-cienciaDatosdoi:10.21950/E7BJVM5 d agoJSON v1
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concepts[field].local:field:economics-financemapping · edatos consorciomadrono esconnector:edatos_consorciomadrono_es@1.0.0/subjects
concepts[field].local:field:psychology-behavioralmapping · edatos consorciomadrono esconnector:edatos_consorciomadrono_es@1.0.0/subjects
concepts[field].local:field:social-sciencemapping · edatos consorciomadrono esconnector:edatos_consorciomadrono_es@1.0.0/subjects
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