Out-of-home food outlets and area deprivation: case study in Glasgow, UK
Open accessAbstract
Background: There is a popular belief that out-of-home eating outlets, which typically serve energy dense food, may be more commonly found in more deprived areas and that this may contribute to higher rates of obesity and related diseases in such areas. Methods: We obtained a list of all 1301 out-of-home eating outlets in Glasgow, UK, in 2003 and mapped these at unit postcode level. We categorised them into quintiles of area deprivation using the 2004 Scottish Index of Multiple Deprivation and computed mean density of types of outlet (restaurants, fast food restaurants, cafes and takeaways), and all types combined, per 1000 population. We also estimated odds ratios for the presence of any outlets in small areas within the quintiles. Results: The density of outlets, and the likelihood of having any outlets, was highest in the second most affluent quintile (Q2) and lowest in the second most deprived quintile (Q4). Mean outlets per 1,000 were 4.02 in Q2, 1.20 in Q4 and 2.03 in Q5. With Q2 as the reference, Odds Ratios for having any outlets were 0.52 (CI 0.32–0.84) in Q1, 0.50 (CI 0.31 – 0.80) in Q4 and 0.61 (CI 0.38 – 0.98) in Q5. Outlets were located in the City Centre, West End, and along arterial roads. Conclusion: In Glasgow those living in poorer areas are not more likely to be exposed to out-of-home eating outlets in their neighbourhoods. Health improvement policies need to be based on empirical evidence about the location of fast food outlets in specific national and local contexts, rather than on popular 'factoids'.
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In Glasgow, mean densities of restaurants, fast-food restaurants, cafes, and takeaway outlets were significantly lower in both the most and least affluent neighborhoods compared with more average neighborhoods.
“In an analysis in Glasgow, Scotland, the mean densities of restaurants, fast-food restaurants, cafes, and takeaway outlets were significantly lower in both the most and least affluent neighborhoods compared with more average neighborhoods.335”
From Population Approaches to Improve Diet, Physical Activity, and Smoking Habits: A Scientific Statement From the American Heart Association (2012) · cites this paper as [335]
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References 43 · Cited by 95
- Authors
- Macintyre, S., McKay, L., Cummins, S., & Burns, C.
- Affiliations
- MRC/CSO Social and Public Health Sciences Unit (GB)
- University of London (GB)
- Deakin University (AU)
- Corresponding author
- Macintyre, Sally
- Venue
- International Journal of Behavioral Nutrition and Physical Activity
- Published
- 2005-10-25
- Volume
- 2
- Issue
- 1
- Pages
- 16-16
- ISSN
- 1479-5868 (ISSN-L)
- PMC
- PMC1277840
- OpenAlex
- W1669936812
- Cited by
- 95
- References
- 43
- Citations by year
- 2026: 1 · 2025: 2 · 2023: 1 · 2021: 1 · 2019: 3 · 2018: 4 · 2017: 3 · 2016: 5 · 2015: 2 · 2014: 3 · 2013: 5 · 2012: 14
- FWCI
- 7.69
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by
- Locations
- International Journal of Behavioral Nutrition and Physical Activity (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- LSHTM Research Online (London School of Hygiene and Tropical Medicine) (acceptedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- Deakin Research Online (Deakin University) (submittedVersion)
- Funders
- Medical Research Council
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Obesity, Physical Activity, Diet
- Health Sciences › Nursing › Nutrition and Dietetics › Nutrition, Health and Food Behavior
- Social Sciences › Health › Health disparities and outcomes
- Keywords
- area deprivation, fast food restaurants, restaurant density, energy-dense foods, obesity, neighbourhood food environment, Scottish Index of Multiple Deprivation, Glasgow
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