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Record W4392906043 · doi:10.32920/25412836.v1

Facebook and Cambridge Analytica: Using Situational Crisis Communication Theory To Analyze Communication Practices on YouTube

2024· preprint· en· W4392906043 on OpenAlexaff
Kathleen-Emily Walsh

Bibliographic record

Venuenot available
Typepreprint
Languageen
FieldSocial Sciences
TopicPublic Relations and Crisis Communication
Canadian institutionsToronto Metropolitan UniversityYork UniversityCentre for Social InnovationUniversity of Ottawa
Fundersnot available
KeywordsCrisis communicationSituational ethicsSocial mediaPublic relationsUses and gratifications theoryCommunication theoryCrisis responseOrganizational communicationPolitical sciencePsychologySocial psychologySociology

Abstract

fetched live from OpenAlex

This thesis investigates the case study of the Facebook and Cambridge Analytica crisis that broke public in March 2018. This scandal spurned public discourse surrounding user data and privacy in the digital age. Using content analysis to interpret the data, this research analyzes videos from Facebook’s YouTube channel to explain the extent to which Situational Crisis Communication Theory (SCCT) and its crisis response strategies can explain Facebook’s communication practices before and after the crisis. The findings suggest that SCCT and the crisis response strategies derived from the theory can be used to explain Facebook’s communication practices on its YouTube channel. The results reveal that Facebook primarily used crisis response strategies from the Bolstering and Diminish clusters in its videos. SCCT can be an effective theoretical framework in which to study corporate crises and further research can provide academics and the general public alike with tools to interpret organizational crisis communication.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.005
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.795
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0010.002
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.089
GPT teacher head0.418
Teacher spread0.329 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designTheoretical or conceptual
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2024
Admission routes1
Has abstractyes

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