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How Does Brand-related User-generated Content Differ across YouTube, Facebook, and Twitter?

2012· article· en· 1,024 citations· W2008132350 on OpenAlex· 10.1016/j.intmar.2012.01.002

Why is this work in the frame?

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

Canadian affiliationAn author listed a Canadian institution. This is the only route the usual frame has.

The three-model screen

all 1,000 screened works →

All three models called this out of scope.

stratum: aff_core · design weight: 5595.24 (the sample is stratified; any rate computed without the weight is wrong)
Claude Opus 4.8OUT
genre: empirical
about Canada: no
confidence: high

Content analysis of brand-related user-generated content across social platforms; a marketing question.

GPT-5.6 (high)OUT
genre: empirical
about Canada: no
confidence: high

The object is brand-related consumer communication on social media, not research itself.

Grok 4.5OUT
genre: empirical
about Canada: no
confidence: high

Marketing study of brand-related social media content; object is consumer communication, not research.

Abstract

This study tests hypotheses regarding differences in brand-related user-generated content (UGC) between Twitter (a microblogging site), Facebook (a social network) and YouTube (a content community). It tests them using data from a content analysis of 600 UGC posts for two retail-apparel brands (Lululemon and American Apparel), which differ in the extent to which they manage social media proactively. Comparisons are drawn across six dimensions of UGC; the dimensions were drawn from a priori reading and an inductive analysis of brand-related UGC. This research provides a general framework for comparing brand-related UGC, and helps us to better understand how particular social media channels and marketing strategies may influence consumer-produced brand communications.

Stored with the screening record, where it is evidence for the labels above.

The record

Venue
Journal of Interactive Marketing
Topic
Digital Marketing and Social Media
Field
Social Sciences
Canadian institutions
York University
Funders
University of Pittsburgh
Keywords
Social mediaUser-generated contentMicrobloggingAdvertisingClothingBrand awarenessSocial media marketingContent (measure theory)BusinessComputer scienceWorld Wide WebGeographyMathematics
Has abstract in OpenAlex
yes