ReviewHeliyon2023
Analyzing consumer behaviour towards food and nutrition labeling: A comprehensive review.
Review in Heliyon, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
14 citing papers in PubMed.
- Consumers' Attitudes and Preferences Towards Ingredients List, Nutrition Information and Health Warning Labelling on Alcohol Products: A Scoping Review.Current nutrition reports · 2026Article
- Food Waste and Consumer Behavior: A Bibliometric and Review Study and Future Research Directions.Foods (Basel, Switzerland) · 2026Article
- 'Do plant-based meats offer a steppingstone towards healthier choices? A cross-sectional audit of the UK market'.Journal of nutritional science · 2026Article
- Urban Consumer Behaviors in Kochi, India: Food Choice Motivations, Food Label Literacy, and Nutrition Panel Use.International journal of food science · 2026Article
- Nutritional Value and Health Implications of Meat from Monogastric Animals Exposed to Heat Stress.Nutrients · 2025Review
- Article
- Article
- Nutritional literacy and its influence on healthy lifestyle behavior and willingness to consume healthy food brands.Frontiers in nutrition · 2025Article
- Effect on consumers' sustainable purchase intention of dietary supplement purine labeling.Frontiers in nutrition · 2025Article
- Awareness and associated factors of prepackaged food nutrition labels by college students in China: a cross-sectional study.Frontiers in public health · 2025Article
- Exploring Consumer Understanding and Perceptions of Front-of-Pack Labelling of Foods and Non-Alcoholic Beverages in Kenya.Nutrients · 2024Article
- Comparative analysis of nutrient composition and antioxidant activity in three dragon fruit cultivars.PeerJ · 2024Article
- Predicting willingness to consume healthy brand foods using the theory of planned behavior: the role of nutritional literacy.Frontiers in nutrition · 2024Article
- Virtual dentistry strategy to enhance knowledge, attitudes, and practices in selecting sweetened ultra-processed foods.PloS one · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Studying consumer behaviour towards food and nutrition labelling (F&NL) is increasingly becoming important across the world. Bibliometric analysis is a way to identify influential research, track trends, and understand methodologies in any field. In this paper, we used bibliometric analysis and a review of theories too to critically evaluate theories and concepts used in studying consumer behaviour towards F&NL. Using the Scopus database, we obtained 1017 articles, which were further filtered to perform various analyses like Co-occurrence and co-authorship network analysis. We found limited East and Southeast Asia-based research. Personal beliefs, attitudes, and past experiences were identified as influencers of consumer behaviour regarding food labelling. Trending topics were food waste, purchase intention, and sustainability labels.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.