Related Experiment Video
Updated: Jan 15, 2026

'Boden Food Plate': Novel Interactive Web-based Method for the Assessment of Dietary Intake
Published on: September 18, 2018
Characterizing the food environment in Scotland and its association with deprivation: A national study
Deksha Kapoor1, Joe Kennedy1, Kirsteen Shields1
1Division of Global Agriculture and Food Systems, University of Edinburgh, Midlothian, UK.
Objectives:
To characterize food outlets across Scotland and analyze their distribution by neighborhood deprivation.
Methods:
Data from the Food Standards Agency of all registered food businesses in 2024 were categorized as out-of-home (OOH) [including restaurants, pubs, cafés, and takeaways], retail [supermarkets and non-food retailers like pharmacies with limited food items] or other [mobile caterers, charity organizations, and home caterers]. Neighborhood deprivation was quantified using the Scottish Index of Multiple Deprivation.
Results:
Of all food outlets, 59 % (n = 18,409) were OOH, 28 % (n = 8757) retail, and 13 % (n = 3969) other. The density of OOH (1.9 per km2) was more than double that of retail (0.8 per km2). Glasgow City had the highest OOH outlet density (18.5 per km2). Argyll and Bute, Western Isles, and Highlands had the lowest density of both OOH and retail (≤0.03 per km2). Compared to the most deprived neighborhoods, the least deprived neighborhoods had more Restaurants/cafés/canteens (37 % versus 23 % of food outlets, respectively) and fewer Takeaways/sandwich shops (16 % versus 24 % of food outlets, respectively).
Conclusion:
Though OOH outlets far outnumber retail in all of Scotland, unique food environments exist in different local authorities. These insights can inform local development and support targeted strategies to improve food environments.
Related Concept Videos
Self-Schemas
Assessment of the Gastrointestinal System II: Health Perception Pattern
Health Perception Patterns
Health perception patterns offer valuable insights into a patient's lifestyle habits and how they may impact their GI health. These patterns include:
Taste Buds and Receptors
Dimensions of Health and Illness
Lifestyle Factors and Health
Benefits of Physical Activity
Physical activity, whether through structured exercise or casual activities like walking, biking, or dancing, is a cornerstone of a...
Stereotype Content Model

