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Record W4413939162 · doi:10.24908/iqurcp19903

Do Feminine Brands Seem More Sustainable? Exploring the Femininity–Sustainability Link in Consumer Perceptions

2025· article· en· W4413939162 on OpenAlexaffvenue

Bibliographic record

VenueInquiry Queen s Undergraduate Research Conference Proceedings · 2025
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicConsumer Behavior in Brand Consumption and Identification
Canadian institutionsQueen's University
Fundersnot available
KeywordsFemininitySustainabilityLink (geometry)PerceptionBusinessPsychologyMarketingSociologyGender studiesMathematics

Abstract

fetched live from OpenAlex

Introduction/Problem Statement Prior research suggests that people associate sustainable consumption with femininity (Pinna, 2020). Unknown, however, is whether the inverse link exists, i.e., do consumers likewise assume that feminine products are more sustainable. This question has become increasingly important as sustainability continues to play a key role in consumer purchase decisions. If the sustainability-femininity link extends to brand perceptions, consumers may infer higher sustainability from brands perceived as more feminine, regardless of brands’ actual sustainability practices. Our study investigates this possibility by examining whether perceptions of femininity correlate with perceived sustainability in evaluations of real-world brands. Methods/Approach We conducted a preregistered study with 1200 participants to test whether femininity and sustainability perceptions correlate with sustainability perceptions of real-world brands. In a between-subjects design, participants were randomly assigned to rate either the perceived femininity or perceived sustainability of 16 brands across several different product categories. The brands used were sourced from The Good Shopping Guide, which provides (objective) sustainability ratings of companies (score from 1-100) based on their impact on the environment, animals, and people. Participants saw an equal number of independently rated sustainable and unsustainable brands. Findings/Implications Overall, correlations between brand sustainability and femininity were not significant. Across product categories correlation coefficients ranged from r=-.31 to r=.15. Notably, when we looked at brands from product categories that target specific genders (e.g., personal care) the correlation between sustainability and femininity was negative, but when looking at brands from non-gendered categories (e.g., food), the predicted positive correlation emerged. While overall the results did not support our main predictions, follow up analyses suggest that femininity and sustainability perceptions may correlate more strongly in contexts where brands are not explicitly targeted toward a specific gender. This opens avenues for future research into the situational and category-specific factors that shape brand perception. References Pinna, M. (2020). Do gender identities of femininity and masculinity affect the intention to buy ethical products? Psychology & Marketing, 37(3), 384–397. https://doi.org/10.1002/mar.21298.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.009
Threshold uncertainty score0.029

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0010.002
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0090.000

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 head0.118
GPT teacher head0.379
Teacher spread0.261 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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".

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Citations0
Published2025
Admission routes2
Has abstractyes

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