The Digital Ecology of Belief

Belief formation now unfolds in platformed environments where algorithms and users interact at high speed, producing dynamics that legacy communication models struggle to explain. The Digital Ecology of Belief offers a systems-level framework for studying these recursive processes. It introduces two diagnostic constructs: spiral velocity, the rate at which beliefs consolidate, and epistemic friction, the resistance that slows, redirects, or fractures belief formation. The framework is organized into two layers. The Interaction Layer examines how infrastructural and interpretive forces shape belief trajectories through recursive feedback. The Cross-Platform Ecology layer shows how circulation across platforms accelerates, sustains, modifies, or destabilizes those trajectories. By integrating rhetorical, sociocultural, and cybernetic traditions with platform studies, the model explains how beliefs stabilize, reverse, or fracture in high-feedback systems. It offers a comparative vocabulary for analyzing how platforms shape conviction and provides a path for reconnecting fragmented communication theories with contemporary conditions.

Authors

Publication Details

Published
2025-09-01
DOI
https://doi.org/10.31235/osf.io/fnkum_v1
Citations
1
Primary Topic
Big Data Technologies and Applications
Type
article
Field-Weighted Citation Impact
4.17
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The Digital Ecology of Belief

John Tapper, Carolyn Bronstein
1 citations
Big Data Technologies and Applications
4.17
article

The Digital Ecology of Belief

John Tapper, Carolyn Bronstein
article en
1 citations

Abstract

Belief formation now unfolds in platformed environments where algorithms and users interact at high speed, producing dynamics that legacy communication models struggle to explain. The Digital Ecology of Belief offers a systems-level framework for studying these recursive processes. It introduces two diagnostic constructs: spiral velocity, the rate at which beliefs consolidate, and epistemic friction, the resistance that slows, redirects, or fractures belief formation. The framework is organized into two layers. The Interaction Layer examines how infrastructural and interpretive forces shape belief trajectories through recursive feedback. The Cross-Platform Ecology layer shows how circulation across platforms accelerates, sustains, modifies, or destabilizes those trajectories. By integrating rhetorical, sociocultural, and cybernetic traditions with platform studies, the model explains how beliefs stabilize, reverse, or fracture in high-feedback systems. It offers a comparative vocabulary for analyzing how platforms shape conviction and provides a path for reconnecting fragmented communication theories with contemporary conditions.

Openalex Percentile: Top 5%
Big Data Technologies and Applications
4.17
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.