# Conceptions of food healthiness among nutrition and food science undergraduates: A mixed-methods study in a Spanish university

**Authors:** Ricard Celorio-Sardà, Mari Aguilera, Claudia Soar, Maria Clara Gómez, Oriol Comas-Basté, M. Carmen Vidal-Carou, Maria Clara de Moraes Prata Gaspar

PMC · DOI: 10.1371/journal.pone.0344433 · 2026-03-10

## TL;DR

This study explores how nutrition and food science students in Spain define healthy foods and eating, revealing differences based on discipline, gender, and academic year.

## Contribution

The study provides new insights into how future food professionals conceptualize healthiness, highlighting the need for curricula to include sociocultural and sustainability perspectives.

## Key findings

- Students emphasized moderation, variety, and nutrient balance, favoring fruits, vegetables, and olive oil.
- Nutrition students viewed red and processed meats more negatively than Food Science students.
- Women emphasized plant-based choices and animal welfare, while men favored meats and alcoholic beverages.

## Abstract

Understanding how future nutrition and food professionals conceptualize healthy food and eating is key to aligning university training and professional practice with public health and sustainability goals. This mixed-methods study explored how undergraduate students of Human Nutrition and Dietetics and of Food Science and Technology at a Spanish university define what makes foods healthy, and how these views differ by degree, gender, and year of study. The qualitative phase was based on two focus groups (n = 13) while the quantitative phase used a structured online questionnaire distributed across all academic years (n = 300). Students described healthy eating through moderation, variety, and nutrient balance, consistently elevating fruits, vegetables, legumes, nuts, and olive oil while positioning sugary drinks, sweets, and highly processed products as less healthy. Disciplinary contrasts emerged for animal-derived foods: Nutrition students judged red and processed meats more negatively than their peers in Food Science. With academic progression, perceptions tended to show a more favorable views of fish, olive oil, nuts, and fermented foods. A reduced reliance on claims such as “organic” or “GMO-free” was also observed. Women placed greater emphasis on plant-based choices, wholegrains, seasonality, proximity, and animal welfare, whereas men evaluated meats and alcoholic beverages more positively and expressed stronger trust in official quality seals. Agreement was highest with biomedical and holistic meanings of food, while endorsement of sociocultural definitions declined over the course of study. These findings provide insights into the evolving professional identities of future nutritionists and food technologists and support the importance to integrate more deeply sociocultural and sustainability perspectives into university curricula.

## Full-text entities

- **Genes:** INS (insulin) [NCBI Gene 3630] {aka IDDM, IDDM1, IDDM2, ILPR, IRDN, MODY10}, ERICD (E2F1-regulated inhibitor of cell death) [NCBI Gene 104355217] {aka ERIC, LINC01130, TCONS_00014875}
- **Diseases:** diarrhoea (MESH:D003967), weight gain (MESH:D015430), weight (MESH:D015431), HND (MESH:D044342), FST (MESH:C000719218)
- **Chemicals:** lactose (MESH:D007785), sugar (MESH:D000073893), water (MESH:D014867), Olive oil (MESH:D000069463), Coca-Cola (-), alcohol (MESH:D000438)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Figures

4 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12974822/full.md

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Source: https://tomesphere.com/paper/PMC12974822