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Record W2111409679 · doi:10.1177/0017896914540295

A qualitative investigation of adults’ perceived benefits, barriers and strategies for consuming milk and milk products

2014· article· en· W2111409679 on OpenAlex

Why this work is in the frame

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

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueHealth Education Journal · 2014
Typearticle
Languageen
FieldMedicine
TopicNutritional Studies and Diet
Canadian institutionsMcMaster UniversityQueen's UniversityUniversity of British Columbia, Okanagan CampusUniversity of British Columbia
Fundersnot available
KeywordsQualitative researchConsumption (sociology)Environmental healthMedicineProduct (mathematics)Focus groupScheduleFood scienceMarketingBusinessBiology

Abstract

fetched live from OpenAlex

Objective: Milk and milk products provide important nutrients and have been associated with numerous health benefits in addition to bone health, including a healthy weight and a reduction of risk for certain conditions such as type 2 diabetes, hypertension, cardiovascular disease and colorectal cancer. Nonetheless, consumption of milk and milk products has declined over the past two decades. A qualitative investigation of men’s and women’s outcome expectancies for, and facilitators and barriers to, consuming milk and milk products is an essential first step for the creation of theory-based messages for the consumption of milk and milk products. Design: Qualitative group interview study. Setting: Research was conducted at community centres in Kelowna, British Columbia, Canada. Method: We undertook eight in-depth qualitative group interviews. Separate groups were conducted for men ( n = 20, M age = 42 ± 6) and women ( n = 20, M age = 38 ± 7) and adequate (≥2 servings/day) and under-consumers (<2 servings/day). The interview schedule, grounded in social cognitive theory, included questions probing participant’s perceptions of milk and milk products and strategies for meeting dietary recommendations for milk product consumption. Data were analysed using hierarchical content analysis. Results: Perception of contamination of milk and milk products was one of the most common barriers. Consuming milk and milk products as part of a routine and making plans to consume milk and combining milk and milk products with other foods emerged as common strategies from ensuring adequate consumption. Within these themes, gender differences were apparent. Conclusion: Messages promoting milk and milk product consumption should target consumers’ beliefs about the benefits of milk products and provide strategies for increasing their consumption.

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.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.396
Threshold uncertainty score0.258

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.060
GPT teacher head0.385
Teacher spread0.325 · 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