Evidence map›Paper›PMID 42787082›Full record

ArticleFrontiers in nutrition2026

When parasocial relationships meet food technology neophobia: understanding consumer responses to virtual influencer marketing of upcycled foods.

Youyou Li, Xiaoya Chen

Abstract read
In one paragraph

Article in Frontiers in nutrition, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
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0citing papers in PubMed
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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

2 authors.

Youyou LiInstitute of International Economics and Trade, Liaoning University of International Business and Economics, Dalian, Liaoning, China.
Xiaoya ChenDepartment of Business Administration, Dongshin University, Naju-si, Jeollanam-do, Republic of Korea.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: This study examines how virtual influencers' social attractiveness, perceived authenticity, and self-disclosure are associated with consumers' purchase intention toward upcycled foods. It further investigates parasocial relationships as a mediating mechanism and food technology neophobia as a boundary condition that may constrain the translation of relational closeness into purchase intention. Methods: Data were collected through a questionnaire survey, yielding 443 valid responses. Structural equation modeling was used to test the hypothesized relationships, bias-corrected bootstrapping with 5,000 resamples was employed to assess the mediating effects, and interaction-term and simple slope analyses were conducted to examine the moderating role of food technology neophobia. Results: Social attractiveness, perceived authenticity, and self-disclosure were all positively associated with parasocial relationships, which, in turn, were positively associated with purchase intention toward upcycled foods. Parasocial relationships partially mediated the associations between all three virtual influencer characteristics and purchase intention. Food technology neophobia significantly weakened the positive association between parasocial relationships and purchase intention. Conclusion: The findings indicate that consumer responses to upcycled foods recommended by virtual influencers reflect both relationship-building processes and technology-related concerns. Social attractiveness, perceived authenticity, and self-disclosure provide complementary relational cues that support parasocial relationship formation, while food technology neophobia limits the extent to which this psychological closeness translates into purchase intention. Firms marketing upcycled foods through virtual influencers should combine coherent persona management and sustained relationship building with transparent communication about ingredient origins, processing procedures, product safety, and nutritional quality.

Indexed as

artificial intelligencefood technology neophobiaparasocial relationshipspurchase intentionupcycled foodsvirtual influencers

Identifiers

PMID42787082
PMCPMC13600996

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.