Primed Authenticity: How Priming Impacts Authenticity Perception of Social Media Influencers — TEI-tagged view

Luoma-aho, Pirttimäki, Maity, Munnukka, Reinikainen · 2019 · strategic-communication · doi:10.1080/1553118x.2019.1617716 · full text at the source · TEI xml · tagged edition · index · concepts · authors
Where this record's text came from. faceted 2026-08 by reading the locally held text (pdftext); every evidence string verified as an exact substring of that text before merging. The record is tagged as a single existence claim, but the paper is partly a null result and this is worth flagging: H2b failed — "Hypothesis 2b was not supported, although the group differences appeared to follow a similar pattern as in the case of H2a, but the group differences were not statistically significant." — and the manipulation produced no significant difference in negative attitudes towards the endorsed products. The design is an online experiment whose dependent measure is a theory-driven content analysis of 211 open-ended responses, i.e. qualitative coding inside an experimental frame; 'behavioural-experiment' captures the design but not that coding step. The paper also reports its own analytic constraint (Chi-squared expected cell counts below 5 for the neutral categories), which limits several comparisons but is stated as a test requirement rather than framed as a study limitation, so it is not listed under limitations. 2026-08-17 and 2026-08-25 schema-0.3 passes: every quote verified as an exact substring of the staged text and anchored at merge time; concept terms verified present; every edge endpoint an existing node.
Other fields define these differently the same word, defined another way in another discipline
priming 2 fields
Tags on this paper every tag the record carries, whether or not the words occur in the text below — a number is how many papers in the corpus carry that tag; a tag with no number is unique to this paper
priming50 framing5 prime stimulus2 target stimulus perceived authenticity brand authenticity audience participation sponsored content participation5 behavioural-experiment117

Our tag layer for this paper

Cross-disciplinary analysis
content-tags & facets: phenomenon · claim-type · cross-domain-transfer · mechanism · claim-relation · replication-status · limitation — grounded in the full text
phenomenonpriming of perceived influencer authenticity— “This study explores how positive and negative priming of sponsored content shapes the authenticity perception of the vlogger among its audience members.”
claim-typeexistence— “The results verified the significance of priming: the same sponsored content can result in opposite reactions among the audience members depending on the positive/negative valence of the introductory text attached, highlighting the central importance of strategic communication related to the perception of sponsored content.”
method — evidence— “The subjects were randomly assigned to a condition to improve the internal validity of the experiment.”
transferfrom psychology (with media studies, marketing and advertising research): the study imports theoretical apparatus from psychology and neighbouring consumer-research fields into strategic-communication research on influencer content— “To understand audience members’ perceptions of influencer-produced sponsored content from a variety of perspectives, this research combined theoretical insights from several fields, including corporate communication, psychology, media studies, marketing research, and advertising.”transfers[0]
mechanismthe prime biases how the subsequent sponsored content is processed, so the same content yields different judgments— “The manipulation by priming is assumed to cause biased information processing.”mechanisms[0]
mechanismbeing invited to participate lets viewers process the content more carefully, so they either confirm or reject the prime instead of simply absorbing it— “Therefore, participation with the video channel or outlet allows more careful information processing, leading to either confirmation or rejection of the priming (i.e., the persuasion attempt).”mechanisms[1]
mechanismdisclosing a persuasion attempt first activates cognitive persuasion knowledge, which then activates attitudinal knowledge (a stepwise persuasion process)— “It is suggested that the disclosure of a persuasion attempt first triggers cognitive persuasion knowledge that leads to activation of attitudinal knowledge.”mechanisms[2]
builds-on persuasion knowledge model (Friestad & Wright, 1994) and priming theory (Carroll & Einwiller, 2014; Celse & Chang, 2017)— “Building on the persuasion knowledge model (Friestad & Wright, 1994) and the theory of priming (Carroll & Einwiller, 2014; Celse & Chang, 2017), mere awareness of an intent to persuade may provoke in individuals various coping mechanisms and resistance to communication (Petty & Cacioppo, 1977; van Reijmersdal et al.…claim_relations[0]
builds-on Gilpin, Palazzolo & Brody (2010); Henderson & Bowley (2010) on the subjectivity of authenticity perceptions— “The results also support the subjectivity of authenticity perceptions (Gilpin, Palazzolo, & Brody, 2010; Henderson & Bowley, 2010) and verify that they are prone to priming.”claim_relations[1]
sensepriming, in strategic communication - an ACT OF SELECTION on the audience's memory: certain patterns are activated and others are left out. The exclusion is written into the definition, which is what makes a positive and a negative primer symmetrical operations here— “Priming refers to providing contextual cues to a non-conscious information process that activates certain patterns in memory and leaves out others”senses[0]
sensepriming as against framing, THIS FIELD'S VERSION - the two are granted the same function (activating awareness of an issue) and separated by what framing does in addition: attribute meanings. Compare the economics version, where the criterion is re-description of the decision problem, and the media-studies version, where it is awareness— “A tool of strategic communication, priming is like framing, in that it activates audience members’ awareness of an issue. However, framing directs audience members’ judgments by attributing certain meanings to an issue”senses[1]
senseperceived authenticity - a construct whose positive definition is a list and whose working definition is its complement. The paper says so outright: it is OFTEN ALSO DEFINED BY NEGATION, with inauthenticity as falsity, externally motivated behaviour, and reciting a script rather than expressing one's own words— “It is often also defined by negation. Inauthenticity has been understood as falsity (Enli, 2015; Gilmore & Pine, 2007; Kernis & Goldman, 2006), externally motivated behavior and inconsistency (Moulard et al., 2015), and the act of “reciting a script,” rather than expressing one’s own words”senses[2]
senseselling out - the folk term the negative prime is built from, glossed by the paper in parentheses because the construct it operationalises has no technical name: giving up integrity or compromising principles for personal gain— “as perceived opportunism can be a signal of “selling out” (i.e., giving up integrity or compromising principles for personal gain)”senses[3]
controlrandom assignment of subjects to the four experimental conditions crossing priming and audience participation — held — rules out that a difference between conditions is a difference between the kinds of people who ended up in them - the paper names this as internal validity— “The subjects were randomly assigned to a condition to improve the internal validity of the experiment.”controls[0]
differs inpriming —distinct-from→ framing — WHAT FRAMING DOES IN ADDITION: both activate awareness of an issue, and framing also directs judgment by attributing meanings to it— “A tool of strategic communication, priming is like framing, in that it activates audience members’ awareness of an issue. However, framing directs audience members’ judgments by attributing certain meanings to an issue”— “framing directs audience members’ judgments”concept_edges[0]
notepriming —distinct-from→ framing — THE THIRD INCOMPATIBLE CUT AT THIS PAIR IN THIS CORPUS. The economics papers separate them by re-description of the decision problem; the media-studies review reports the field unable to agree and cites Ottati holding framing to BE a form of priming. See the unhoused-relations row on this record.— “A tool of strategic communication, priming is like framing, in that it activates audience members’ awareness of an issue. However, framing directs audience members’ judgments by attributing certain meanings to an issue”concept_edges[0]
weightpriming —distinct-from→ framing — 0.9— “A tool of strategic communication, priming is like framing, in that it activates audience members’ awareness of an issue. However, framing directs audience members’ judgments by attributing certain meanings to an issue”concept_edges[0]
noteprime stimulus —distinct-from→ target stimulus — Stated as a structural requirement - priming REQUIRES both - which is more than most of this corpus's priming papers make explicit.— “Priming requires a target stimulus (i.e., the content) and a prime stimulus (i.e., the primer), which amends the judgment about the target”concept_edges[1]
weightprime stimulus —distinct-from→ target stimulus — 0.95— “Priming requires a target stimulus (i.e., the content) and a prime stimulus (i.e., the primer), which amends the judgment about the target”concept_edges[1]
auditpriming —causes→ perceived authenticity — Audit 2026-09-28: DOUBTFUL - read against its span and kept, but the span is hypothesis H1a; causes states it as a finding.— “H1a: Priming with a positive introductory text about the sponsored content will enhance the perceived authenticity of the social media influencer”concept_edges[2]
effect directionpriming —causes→ perceived authenticity — increases— “H1a: Priming with a positive introductory text about the sponsored content will enhance the perceived…concept_edges[2]
holds whenpriming —causes→ perceived authenticity — with a POSITIVE introductory text attached to the sponsored contentconcept_edges[2]
notepriming —causes→ perceived authenticity — Half of a symmetric pair. The result the paper reports is sharper than either hypothesis: the SAME sponsored content produces opposite reactions depending only on the valence of the introductory text.concept_edges[2]
weightpriming —causes→ perceived authenticity — 0.85
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
concept_edges[2]
auditpriming —causes→ perceived authenticity — Audit 2026-09-28: DOUBTFUL - read against its span and kept, but the span is hypothesis H1b; causes states it as a finding.
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
concept_edges[3]
effect directionpriming —causes→ perceived authenticity — reduces
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
concept_edges[3]
holds whenpriming —causes→ perceived authenticity — with a NEGATIVE introductory text attached to the sponsored content
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
concept_edges[3]
notepriming —causes→ perceived authenticity — The other half. Two edges rather than one because the direction reverses with the prime's valence, and an edge that averaged them would describe neither condition.
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
concept_edges[3]
weightpriming —causes→ perceived authenticity — 0.85
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
concept_edges[3]
auditsponsored content —causes→ perceived authenticity — Audit 2026-09-28: DOUBTFUL - read against its full span and kept, but sponsored content 'CAN PUT under threat' a vlogger's perceived authenticity; causes is hedged.
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
concept_edges[5]
effect directionsponsored content —causes→ perceived authenticity — reduces
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
concept_edges[5]
notesponsored content —causes→ perceived authenticity — The premise the negative prime is built on, attributed to prior work rather than shown here - hence 0.7.
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
concept_edges[5]
weightsponsored content —causes→ perceived authenticity — 0.7
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
concept_edges[5]
outcome (stated by the tagger, no quotation)control — heldcontrols[0]
replicationuntested
no type for thispriming versus framing, as this paper draws it: both activate awareness of an issue and framing additionally attributes MEANINGS to it → the same pair as drawn in drouvelis2010 / drouvelis2015 (framing RE-DESCRIBES a logically equivalent decision problem) and as reported unresolved in Hoewe2020 (where Ottati holds that framing IS a form of priming) — THREE PAPERS IN THIS CORPUS SEPARATE 'priming' FROM 'framing', IN THREE FIELDS, ON THREE DIFFERENT AXES - AND NONE OF THEM CITES THE OTHERS. Economics (drouvelis, both papers) makes the criterion THE DECISION PROBLEM: framing re-describes a logically equivalent one, priming does not. Media studies (Hoewe2020) makes it AWARENESS, and reports its own field unable to settle whether the two are even distinct, quoting Ottati that 'media framing constitutes a specific form of priming'. Strategic communication (this paper) makes it MEANING: the two share the activation of awareness and framing adds the attribution of meanings. Not a disagreement about a fact - three literatures independently fixing one boundary and not noticing each other. That is the negative space this project was built to make visible, and the schema has no relation type for 'these papers partition the same pair differently'., and for the missing types.
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
unhoused_relations[0]
limitationOnly a single vlog and a single video were used, so results may not generalise beyond this vlogger and product category
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
limitations[0]
limitationThe findings may be tied to the particular vlog, vlogger and products shown
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
limitations[1]
limitationOnly a positive brand endorsement was tested; priming may behave differently for negative or neutral coverage
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
limitations[2]
limitationThe study was run in a single national setting
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
limitations[3]
Content tags
content-observations: finding · quantity · variable · definition · key-term — grounded in the full text
findingPriming was strongly associated with viewers' authenticity perceptions in both the positive and the negative priming conditions, confirming H1a and H1b.
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
content_tags.findings[0]
findingEncouraging versus discouraging audience participation changed authenticity perception only when the introductory text was negative, not when it was positive.
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
content_tags.findings[1]
findingNegative priming did not spill over onto the endorsed products: negative attitudes towards the products did not differ across the manipulation groups.
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
content_tags.findings[2]
findingPositive priming shifted perceptions of the vlogger, the video and the product, whereas negative priming moved only perceptions of the vlogger.
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
content_tags.findings[3]
findingBecause negativity concentrates on the influencer rather than on the sponsor, sponsored content carries less reputational risk for the organization than for the vlogger.
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
content_tags.findings[4]
quantity211 — open-ended viewer responses analysed
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content_tags.quantities[0]
quantity59% male and 41% female — gender split of the MTurk respondent sample
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
content_tags.quantities[1]
quantityp = .002 — chi-squared significance of the difference in endorser-authenticity perceptions across the four manipulation groups
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content_tags.quantities[2]
quantity45% ... 17% — share of responses coding the endorser as inauthentic in the most negatively primed group versus the most positively primed group
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content_tags.quantities[3]
quantity28% — highest share of authenticity perception, found in Group 3 (negative text, participation encouraged)
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content_tags.quantities[4]
variabletype of introductory text (independent)
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content_tags.variables[0]
variableaudience participation (independent)
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
content_tags.variables[1]
variableperceived authenticity (dependent)
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
content_tags.variables[2]
variableattitude towards the video (dependent)
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
content_tags.variables[3]
definitionsponsored content
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content_tags.definitions[0]
definitionpriming
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content_tags.definitions[1]
definitionperceived authenticity
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content_tags.definitions[2]
definitionaudience participation
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content_tags.definitions[3]
definitiontarget stimulus
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content_tags.definitions[5]
definitionprime stimulus
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content_tags.definitions[6]
Concepts
terms this paper carries, each with the sentence it was cut from — the layer that joins one paper to another. Terms with no quote yet are on CONCEPTS.html.
conceptpriming — not defined in this paper's own words; defined here by what it EXCLUDES as much as what it activates: contextual cues to a non-conscious process that switch on certain patterns in memory and leave out others
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
concepts[0]
conceptframing — not defined in this paper's own words; the neighbour, separated on a THIRD axis - not re-description as in the economics papers and not awareness as in the media-studies one, but the attribution of meaning to an issue
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
concepts[1]
conceptprime stimulus — not defined in this paper's own words; the primer, held apart from the thing it acts on - a two-object structure this literature states explicitly where most papers leave it implicit
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
concepts[2]
concepttarget stimulus — not defined in this paper's own words; the content whose judgment is amended; in this study the vlog itself
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
concepts[3]
conceptperceived authenticity — not defined in this paper's own words; the outcome construct, given a positive definition as a LIST - uniqueness, originality, genuineness - of a thing that may be an object, a person, an organisation or an idea
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
concepts[4]
conceptbrand authenticity — not defined in this paper's own words; the marketing sibling, defined by CONSISTENCY WITH ITSELF rather than by uniqueness - and the paper notes that people can also be brands, which is what lets it borrow the definition
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
concepts[5]
conceptaudience participation — not defined in this paper's own words; the second manipulation, defined by an enumeration of actions rather than by a construct: likes, dislikes, comments, shares and subscriptions
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concepts[6]
conceptsponsored content — not defined in this paper's own words; the object of study, defined by where it appears rather than by what it says - commercial content placed OUTSIDE the organisation's own platforms
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concepts[7]
conceptparticipation — not defined in this paper's own words; the manipulated variable as the results name it, and the finding attached to it is conditional: it moves authenticity only under the negative prime
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concepts[8]
Statistics — cross-field join keys
field-invariant statistical terms, used in their statistical sense (gated on a number / symbol / test). A p-value or a standard deviation means the SAME thing in physics, biology, psychology and sociology — so these are the strongest cross-field join keys. Grounded verbatim.
chi-squared test X2 as written: Pearson Chi-squared test
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content_tags.statistics[0]
p-value p as written: p = .002
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content_tags.statistics[1]
chi-squared expected-cell-frequency assumption as written: expected count of less than 5
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content_tags.statistics[2]

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