Evidence map›Paper›PMID 42157154›Full record

ArticleBMC public health2026

Identifying online only delivery food outlets in the North of England using data from food delivery apps.

Hannah Groves, Daniel Clarkson, Emma Boyland, Nick Shaw, Amelia A Lake, Callum Bradford, Michael Chang, Tim Townshend, Scott Lloyd, Emma Tindall and 3 more

Abstract read
In one paragraph

Article in BMC public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors.

Hannah GrovesDivision of Health Research, Lancaster University, Lancaster, LA1 4YT, UK.
Daniel ClarksonDivision of Health Research, Lancaster University, Lancaster, LA1 4YT, UK.
Emma BoylandDepartment of Psychology, University of Liverpool, Liverpool, L69 7ZA, UK.
Nick ShawGloucestershire Hospitals NHS Foundation Trust, Gloucester, GL53 7AN, UK.
Amelia A LakeSchool of Health & Life Sciences, Teesside University, Middlesbrough, TS1 3BA, UK.
Callum BradfordSchool of Health & Life Sciences, Teesside University, Middlesbrough, TS1 3BA, UK.
Michael ChangDepartment of Health and Social Care, Office for Health Improvement and Disparities, London, SW1H 0EU, UK.
Tim TownshendThe Centre for Translational Research in Public Health, Newcastle upon Tyne, Fuse, NE1 7RU, UK.
Scott LloydSchool of Health & Life Sciences, Teesside University, Middlesbrough, TS1 3BA, UK.
Emma TindallPublic Protection Service, Middlesbrough Council, Middlesbrough, TS1 2DT, UK.
Claire O'MalleySchool of Health & Life Sciences, Teesside University, Middlesbrough, TS1 3BA, UK.
Helen J MooreThe Centre for Translational Research in Public Health, Newcastle upon Tyne, Fuse, NE1 7RU, UK.
Heather BrownDivision of Health Research, Lancaster University, Lancaster, LA1 4YT, UK. h.w.brown@lancaster.ac.uk.

Funding

National Institute for Health and Care Research NIHR160406
6 · The paper itself

Abstract

backgroundLocal authorities (local government) in England is responsible for promoting a healthy food environment. The food environment includes any opportunity to obtain food which includes physical and virtual environments. However, currently both local and national policy only regulates around restricting types of food available in the physical food environment Over the past decade there has been a substantial rise in the virtual food outlets where customers can only order food online using an app. This creates challenges for promoting a healthy food environment if policy on regulates the physical but not virtual environment. To support public health policy making this research explored prevalence of online only delivery kitchens in four Northern areas in England and if current data collection methods for monitoring the food environment can capture these outlets.

methodsData was collected using automated searches on food delivery websites for four areas in the North of England. Data from the Food Standards Agency (FSA) and Google were used for business registration details, location and validation. Prevalence of outlets adjusted by population size, premise type, Positive Predicted Value for comparing accuracy with the FSA data and Sensitivity were estimated.

resultsNewcastle had 118 online only delivery food outlets or 15 per 100,000 people, Gateshead had 116 outlets or 59 per 100,000 people, Middlesbrough had 36 outlets or 9 per 100,000 people, and Lancaster had 107 outlets or 26 per 100,000 people. Approximately 40% were operating from existing business sites. PPV was 100% in all areas. Sensitivity was 15.9% in Newcastle upon Tyne, 17.4% in Gateshead,, 9.1% in Middlesborough, and 26.2% in Lancaster.

conclusionsCurrent policy tools that manage the built environment do not consider the virtual food environment. This may limit their ability to promote a healthy food environment.

Indexed as

CommerceFood SupplyInternetMobile ApplicationsRestaurantsEnglandHumansEnglandFood environmentOnline food outletsPublic health

Identifiers

PMID42157154
PMCPMC13352888

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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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.